id	sid	tid	token	lemma	pos
ihlr-22370	1	1	financial	financial	ADJ
ihlr-22370	1	2	conflicts	conflict	NOUN
ihlr-22370	1	3	in	in	ADP
ihlr-22370	1	4	the	the	DET
ihlr-22370	1	5	new	new	ADJ
ihlr-22370	1	6	era	era	NOUN
ihlr-22370	1	7	of	of	ADP
ihlr-22370	1	8	sunshine	sunshine	NOUN
ihlr-22370	1	9	:	:	PUNCT
ihlr-22370	1	10	what	what	PRON
ihlr-22370	1	11	we	we	PRON
ihlr-22370	1	12	know	know	VERB
ihlr-22370	1	13	and	and	CCONJ
ihlr-22370	1	14	still	still	ADV
ihlr-22370	1	15	need	need	VERB
ihlr-22370	1	16	to	to	PART
ihlr-22370	1	17	know	know	VERB
ihlr-22370	1	18	©	©	PROPN
ihlr-22370	1	19	richard	richard	PROPN
ihlr-22370	1	20	s.	s.	PROPN
ihlr-22370	1	21	saver	saver	PROPN
ihlr-22370	2	1	*	*	PUNCT
ihlr-22370	2	2	abstract	abstract	ADJ
ihlr-22370	2	3	the	the	DET
ihlr-22370	2	4	health	health	NOUN
ihlr-22370	2	5	care	care	NOUN
ihlr-22370	2	6	system	system	NOUN
ihlr-22370	2	7	has	have	AUX
ihlr-22370	2	8	entered	enter	VERB
ihlr-22370	2	9	a	a	DET
ihlr-22370	2	10	new	new	ADJ
ihlr-22370	2	11	era	era	NOUN
ihlr-22370	2	12	of	of	ADP
ihlr-22370	2	13	sunshine	sunshine	NOUN
ihlr-22370	2	14	about	about	ADP
ihlr-22370	2	15	financial	financial	ADJ
ihlr-22370	2	16	conflicts	conflict	NOUN
ihlr-22370	2	17	.	.	PUNCT
ihlr-22370	3	1	disclosure	disclosure	NOUN
ihlr-22370	3	2	,	,	PUNCT
ihlr-22370	3	3	an	an	DET
ihlr-22370	3	4	increasingly	increasingly	ADV
ihlr-22370	3	5	favored	favor	VERB
ihlr-22370	3	6	regulatory	regulatory	ADJ
ihlr-22370	3	7	approach	approach	NOUN
ihlr-22370	3	8	,	,	PUNCT
ihlr-22370	3	9	significantly	significantly	ADV
ihlr-22370	3	10	expanded	expand	VERB
ihlr-22370	3	11	with	with	ADP
ihlr-22370	3	12	enactment	enactment	NOUN
ihlr-22370	3	13	of	of	ADP
ihlr-22370	3	14	the	the	DET
ihlr-22370	3	15	physician	physician	NOUN
ihlr-22370	3	16	payments	payment	NOUN
ihlr-22370	3	17	sunshine	sunshine	PROPN
ihlr-22370	3	18	act	act	PROPN
ihlr-22370	3	19	,	,	PUNCT
ihlr-22370	3	20	the	the	DET
ihlr-22370	3	21	first	first	ADJ
ihlr-22370	3	22	comprehensive	comprehensive	ADJ
ihlr-22370	3	23	federal	federal	ADJ
ihlr-22370	3	24	legislation	legislation	NOUN
ihlr-22370	3	25	mandating	mandate	VERB
ihlr-22370	3	26	public	public	ADJ
ihlr-22370	3	27	reporting	reporting	NOUN
ihlr-22370	3	28	of	of	ADP
ihlr-22370	3	29	payments	payment	NOUN
ihlr-22370	3	30	between	between	ADP
ihlr-22370	3	31	industry	industry	NOUN
ihlr-22370	3	32	and	and	CCONJ
ihlr-22370	3	33	medicine	medicine	NOUN
ihlr-22370	3	34	.	.	PUNCT
ihlr-22370	4	1	but	but	CCONJ
ihlr-22370	4	2	is	be	AUX
ihlr-22370	4	3	it	it	PRON
ihlr-22370	4	4	making	make	VERB
ihlr-22370	4	5	any	any	DET
ihlr-22370	4	6	difference	difference	NOUN
ihlr-22370	4	7	?	?	PUNCT
ihlr-22370	5	1	and	and	CCONJ
ihlr-22370	5	2	what	what	PRON
ihlr-22370	5	3	is	be	AUX
ihlr-22370	5	4	all	all	DET
ihlr-22370	5	5	the	the	DET
ihlr-22370	5	6	increased	increase	VERB
ihlr-22370	5	7	disclosure	disclosure	NOUN
ihlr-22370	5	8	actually	actually	ADV
ihlr-22370	5	9	revealing	reveal	VERB
ihlr-22370	5	10	?	?	PUNCT
ihlr-22370	6	1	this	this	DET
ihlr-22370	6	2	article	article	NOUN
ihlr-22370	6	3	critically	critically	ADV
ihlr-22370	6	4	analyzes	analyze	VERB
ihlr-22370	6	5	the	the	DET
ihlr-22370	6	6	mixed	mixed	ADJ
ihlr-22370	6	7	experience	experience	NOUN
ihlr-22370	6	8	with	with	ADP
ihlr-22370	6	9	the	the	DET
ihlr-22370	6	10	sunshine	sunshine	PROPN
ihlr-22370	6	11	act	act	PROPN
ihlr-22370	6	12	,	,	PUNCT
ihlr-22370	6	13	what	what	PRON
ihlr-22370	6	14	has	have	AUX
ihlr-22370	6	15	been	be	AUX
ihlr-22370	6	16	learned	learn	VERB
ihlr-22370	6	17	from	from	ADP
ihlr-22370	6	18	the	the	DET
ihlr-22370	6	19	information	information	NOUN
ihlr-22370	6	20	generated	generate	VERB
ihlr-22370	6	21	,	,	PUNCT
ihlr-22370	6	22	and	and	CCONJ
ihlr-22370	6	23	the	the	DET
ihlr-22370	6	24	ramifications	ramification	NOUN
ihlr-22370	6	25	for	for	ADP
ihlr-22370	6	26	health	health	NOUN
ihlr-22370	6	27	law	law	NOUN
ihlr-22370	6	28	and	and	CCONJ
ihlr-22370	6	29	policy	policy	NOUN
ihlr-22370	6	30	.	.	PUNCT
ihlr-22370	7	1	this	this	DET
ihlr-22370	7	2	article	article	NOUN
ihlr-22370	7	3	also	also	ADV
ihlr-22370	7	4	considers	consider	VERB
ihlr-22370	7	5	how	how	SCONJ
ihlr-22370	7	6	,	,	PUNCT
ihlr-22370	7	7	even	even	ADV
ihlr-22370	7	8	in	in	ADP
ihlr-22370	7	9	the	the	DET
ihlr-22370	7	10	new	new	ADJ
ihlr-22370	7	11	era	era	NOUN
ihlr-22370	7	12	of	of	ADP
ihlr-22370	7	13	sunshine	sunshine	NOUN
ihlr-22370	7	14	,	,	PUNCT
ihlr-22370	7	15	many	many	ADJ
ihlr-22370	7	16	still	still	ADV
ihlr-22370	7	17	important	important	ADJ
ihlr-22370	7	18	unknowns	unknown	NOUN
ihlr-22370	7	19	remain	remain	VERB
ihlr-22370	7	20	that	that	SCONJ
ihlr-22370	7	21	complicate	complicate	VERB
ihlr-22370	7	22	and	and	CCONJ
ihlr-22370	7	23	potentially	potentially	ADV
ihlr-22370	7	24	undermine	undermine	ADJ
ihlr-22370	7	25	successful	successful	ADJ
ihlr-22370	7	26	financial	financial	ADJ
ihlr-22370	7	27	conflicts	conflict	NOUN
ihlr-22370	7	28	regulation	regulation	NOUN
ihlr-22370	7	29	.	.	PUNCT
ihlr-22370	8	1	one	one	NUM
ihlr-22370	8	2	clear	clear	ADJ
ihlr-22370	8	3	lesson	lesson	NOUN
ihlr-22370	8	4	from	from	ADP
ihlr-22370	8	5	the	the	DET
ihlr-22370	8	6	sunshine	sunshine	PROPN
ihlr-22370	8	7	act	act	NOUN
ihlr-22370	8	8	is	be	AUX
ihlr-22370	8	9	that	that	SCONJ
ihlr-22370	8	10	inherent	inherent	ADJ
ihlr-22370	8	11	implementation	implementation	NOUN
ihlr-22370	8	12	challenges	challenge	NOUN
ihlr-22370	8	13	,	,	PUNCT
ihlr-22370	8	14	such	such	ADJ
ihlr-22370	8	15	as	as	ADP
ihlr-22370	8	16	data	data	NOUN
ihlr-22370	8	17	identification	identification	NOUN
ihlr-22370	8	18	and	and	CCONJ
ihlr-22370	8	19	translation	translation	NOUN
ihlr-22370	8	20	,	,	PUNCT
ihlr-22370	8	21	can	can	AUX
ihlr-22370	8	22	seriously	seriously	ADV
ihlr-22370	8	23	undermine	undermine	VERB
ihlr-22370	8	24	transparency	transparency	NOUN
ihlr-22370	8	25	as	as	ADP
ihlr-22370	8	26	a	a	DET
ihlr-22370	8	27	regulatory	regulatory	ADJ
ihlr-22370	8	28	tool	tool	NOUN
ihlr-22370	8	29	.	.	PUNCT
ihlr-22370	9	1	there	there	PRON
ihlr-22370	9	2	are	be	VERB
ihlr-22370	9	3	considerable	considerable	ADJ
ihlr-22370	9	4	doubts	doubt	NOUN
ihlr-22370	9	5	whether	whether	SCONJ
ihlr-22370	9	6	the	the	DET
ihlr-22370	9	7	law	law	NOUN
ihlr-22370	9	8	will	will	AUX
ihlr-22370	9	9	significantly	significantly	ADV
ihlr-22370	9	10	impact	impact	VERB
ihlr-22370	9	11	decision	decision	NOUN
ihlr-22370	9	12	-	-	PUNCT
ihlr-22370	9	13	making	making	NOUN
ihlr-22370	9	14	of	of	ADP
ihlr-22370	9	15	primary	primary	ADJ
ihlr-22370	9	16	audiences	audience	NOUN
ihlr-22370	9	17	such	such	ADJ
ihlr-22370	9	18	as	as	ADP
ihlr-22370	9	19	patients	patient	NOUN
ihlr-22370	9	20	and	and	CCONJ
ihlr-22370	9	21	physicians	physician	NOUN
ihlr-22370	9	22	.	.	PUNCT
ihlr-22370	10	1	at	at	ADP
ihlr-22370	10	2	the	the	DET
ihlr-22370	10	3	same	same	ADJ
ihlr-22370	10	4	time	time	NOUN
ihlr-22370	10	5	,	,	PUNCT
ihlr-22370	10	6	the	the	DET
ihlr-22370	10	7	sunshine	sunshine	PROPN
ihlr-22370	10	8	act	act	NOUN
ihlr-22370	10	9	has	have	AUX
ihlr-22370	10	10	generated	generate	VERB
ihlr-22370	10	11	valuable	valuable	ADJ
ihlr-22370	10	12	information	information	NOUN
ihlr-22370	10	13	about	about	ADP
ihlr-22370	10	14	the	the	DET
ihlr-22370	10	15	nature	nature	NOUN
ihlr-22370	10	16	and	and	CCONJ
ihlr-22370	10	17	scope	scope	NOUN
ihlr-22370	10	18	of	of	ADP
ihlr-22370	10	19	financial	financial	ADJ
ihlr-22370	10	20	ties	tie	NOUN
ihlr-22370	10	21	between	between	ADP
ihlr-22370	10	22	industry	industry	NOUN
ihlr-22370	10	23	and	and	CCONJ
ihlr-22370	10	24	medicine	medicine	NOUN
ihlr-22370	10	25	,	,	PUNCT
ihlr-22370	10	26	such	such	ADJ
ihlr-22370	10	27	as	as	ADP
ihlr-22370	10	28	variations	variation	NOUN
ihlr-22370	10	29	by	by	ADP
ihlr-22370	10	30	clinical	clinical	ADJ
ihlr-22370	10	31	specialty	specialty	NOUN
ihlr-22370	10	32	,	,	PUNCT
ihlr-22370	10	33	type	type	NOUN
ihlr-22370	10	34	of	of	ADP
ihlr-22370	10	35	payment	payment	NOUN
ihlr-22370	10	36	,	,	PUNCT
ihlr-22370	10	37	and	and	CCONJ
ihlr-22370	10	38	physician	physician	NOUN
ihlr-22370	10	39	gender	gender	NOUN
ihlr-22370	10	40	,	,	PUNCT
ihlr-22370	10	41	all	all	PRON
ihlr-22370	10	42	of	of	ADP
ihlr-22370	10	43	which	which	PRON
ihlr-22370	10	44	have	have	VERB
ihlr-22370	10	45	important	important	ADJ
ihlr-22370	10	46	implications	implication	NOUN
ihlr-22370	10	47	for	for	ADP
ihlr-22370	10	48	health	health	NOUN
ihlr-22370	10	49	law	law	NOUN
ihlr-22370	10	50	and	and	CCONJ
ihlr-22370	10	51	policy	policy	NOUN
ihlr-22370	10	52	and	and	CCONJ
ihlr-22370	10	53	can	can	AUX
ihlr-22370	10	54	inform	inform	VERB
ihlr-22370	10	55	future	future	ADJ
ihlr-22370	10	56	regulation	regulation	NOUN
ihlr-22370	10	57	.	.	PUNCT
ihlr-22370	11	1	notwithstanding	notwithstanding	ADP
ihlr-22370	11	2	greater	great	ADJ
ihlr-22370	11	3	transparency	transparency	NOUN
ihlr-22370	11	4	,	,	PUNCT
ihlr-22370	11	5	a	a	DET
ihlr-22370	11	6	great	great	ADJ
ihlr-22370	11	7	deal	deal	NOUN
ihlr-22370	11	8	unfortunately	unfortunately	ADV
ihlr-22370	11	9	still	still	ADV
ihlr-22370	11	10	remains	remain	VERB
ihlr-22370	11	11	unknown	unknown	ADJ
ihlr-22370	11	12	.	.	PUNCT
ihlr-22370	12	1	a	a	DET
ihlr-22370	12	2	critical	critical	ADJ
ihlr-22370	12	3	need	need	NOUN
ihlr-22370	12	4	for	for	ADP
ihlr-22370	12	5	more	more	ADJ
ihlr-22370	12	6	evidentiary	evidentiary	ADJ
ihlr-22370	12	7	support	support	NOUN
ihlr-22370	12	8	exists	exist	VERB
ihlr-22370	12	9	in	in	ADP
ihlr-22370	12	10	several	several	ADJ
ihlr-22370	12	11	key	key	ADJ
ihlr-22370	12	12	areas	area	NOUN
ihlr-22370	12	13	,	,	PUNCT
ihlr-22370	12	14	including	include	VERB
ihlr-22370	12	15	the	the	DET
ihlr-22370	12	16	actual	actual	ADJ
ihlr-22370	12	17	causal	causal	ADJ
ihlr-22370	12	18	impact	impact	NOUN
ihlr-22370	12	19	of	of	ADP
ihlr-22370	12	20	financial	financial	ADJ
ihlr-22370	12	21	conflicts	conflict	NOUN
ihlr-22370	12	22	,	,	PUNCT
ihlr-22370	12	23	the	the	DET
ihlr-22370	12	24	optimal	optimal	ADJ
ihlr-22370	12	25	way	way	NOUN
ihlr-22370	12	26	to	to	PART
ihlr-22370	12	27	disclose	disclose	VERB
ihlr-22370	12	28	conflicts	conflict	NOUN
ihlr-22370	12	29	,	,	PUNCT
ihlr-22370	12	30	what	what	PRON
ihlr-22370	12	31	patients	patient	NOUN
ihlr-22370	12	32	really	really	ADV
ihlr-22370	12	33	think	think	VERB
ihlr-22370	12	34	about	about	ADP
ihlr-22370	12	35	financial	financial	ADJ
ihlr-22370	12	36	relationships	relationship	NOUN
ihlr-22370	12	37	with	with	ADP
ihlr-22370	12	38	industry	industry	NOUN
ihlr-22370	12	39	,	,	PUNCT
ihlr-22370	12	40	and	and	CCONJ
ihlr-22370	12	41	the	the	DET
ihlr-22370	12	42	role	role	NOUN
ihlr-22370	12	43	of	of	ADP
ihlr-22370	12	44	institutional	institutional	ADJ
ihlr-22370	12	45	conflict	conflict	NOUN
ihlr-22370	12	46	of	of	ADP
ihlr-22370	12	47	interest	interest	NOUN
ihlr-22370	12	48	committees	committee	NOUN
ihlr-22370	12	49	in	in	ADP
ihlr-22370	12	50	monitoring	monitor	VERB
ihlr-22370	12	51	financial	financial	ADJ
ihlr-22370	12	52	ties	tie	NOUN
ihlr-22370	12	53	.	.	PUNCT
ihlr-22370	13	1	i.	i.	NOUN
ihlr-22370	13	2	introduction	introduction	PROPN
ihlr-22370	13	3	financial	financial	ADJ
ihlr-22370	13	4	conflicts	conflict	NOUN
ihlr-22370	13	5	pervade	pervade	VERB
ihlr-22370	13	6	modern	modern	ADJ
ihlr-22370	13	7	medicine	medicine	NOUN
ihlr-22370	13	8	.	.	PUNCT
ihlr-22370	14	1	according	accord	VERB
ihlr-22370	14	2	to	to	ADP
ihlr-22370	14	3	data	datum	NOUN
ihlr-22370	14	4	from	from	ADP
ihlr-22370	14	5	the1	the1	PROPN
ihlr-22370	14	6	*	*	PUNCT
ihlr-22370	14	7	arch	arch	ADJ
ihlr-22370	14	8	t.	t.	PROPN
ihlr-22370	14	9	allen	allen	PROPN
ihlr-22370	14	10	distinguished	distinguished	PROPN
ihlr-22370	14	11	professor	professor	PROPN
ihlr-22370	14	12	,	,	PUNCT
ihlr-22370	14	13	unc	unc	PROPN
ihlr-22370	14	14	school	school	PROPN
ihlr-22370	14	15	of	of	ADP
ihlr-22370	14	16	law	law	NOUN
ihlr-22370	14	17	;	;	PUNCT
ihlr-22370	14	18	professor	professor	NOUN
ihlr-22370	14	19	(	(	PUNCT
ihlr-22370	14	20	secondary	secondary	ADJ
ihlr-22370	14	21	appointment	appointment	NOUN
ihlr-22370	14	22	)	)	PUNCT
ihlr-22370	14	23	,	,	PUNCT
ihlr-22370	14	24	unc	unc	PROPN
ihlr-22370	14	25	school	school	NOUN
ihlr-22370	14	26	of	of	ADP
ihlr-22370	14	27	medicine	medicine	NOUN
ihlr-22370	14	28	;	;	PUNCT
ihlr-22370	14	29	adjunct	adjunct	PROPN
ihlr-22370	14	30	professor	professor	NOUN
ihlr-22370	14	31	,	,	PUNCT
ihlr-22370	14	32	unc	unc	PROPN
ihlr-22370	14	33	gillings	gilling	NOUN
ihlr-22370	14	34	school	school	NOUN
ihlr-22370	14	35	of	of	ADP
ihlr-22370	14	36	global	global	ADJ
ihlr-22370	14	37	public	public	ADJ
ihlr-22370	14	38	health	health	NOUN
ihlr-22370	14	39	.	.	PUNCT
ihlr-22370	15	1	thanks	thank	NOUN
ihlr-22370	15	2	to	to	ADP
ihlr-22370	15	3	participants	participant	NOUN
ihlr-22370	15	4	at	at	ADP
ihlr-22370	15	5	the	the	DET
ihlr-22370	15	6	indiana	indiana	PROPN
ihlr-22370	15	7	health	health	PROPN
ihlr-22370	15	8	law	law	PROPN
ihlr-22370	15	9	review	review	NOUN
ihlr-22370	15	10	symposium	symposium	NOUN
ihlr-22370	15	11	and	and	CCONJ
ihlr-22370	15	12	the	the	DET
ihlr-22370	15	13	unc	unc	PROPN
ihlr-22370	15	14	faculty	faculty	PROPN
ihlr-22370	15	15	workshop	workshop	NOUN
ihlr-22370	15	16	series	series	NOUN
ihlr-22370	15	17	for	for	ADP
ihlr-22370	15	18	helpful	helpful	ADJ
ihlr-22370	15	19	comments	comment	NOUN
ihlr-22370	15	20	.	.	PUNCT
ihlr-22370	16	1	special	special	ADJ
ihlr-22370	16	2	thanks	thank	NOUN
ihlr-22370	16	3	to	to	ADP
ihlr-22370	16	4	kerry	kerry	PROPN
ihlr-22370	16	5	dutra	dutra	PROPN
ihlr-22370	16	6	and	and	CCONJ
ihlr-22370	16	7	mackenzie	mackenzie	NOUN
ihlr-22370	16	8	dickerman	dickerman	NOUN
ihlr-22370	16	9	for	for	ADP
ihlr-22370	16	10	excellent	excellent	ADJ
ihlr-22370	16	11	research	research	NOUN
ihlr-22370	16	12	assistance	assistance	NOUN
ihlr-22370	16	13	.	.	PUNCT
ihlr-22370	17	1	1	1	X
ihlr-22370	17	2	.	.	PUNCT
ihlr-22370	18	1	the	the	DET
ihlr-22370	18	2	terms	term	NOUN
ihlr-22370	18	3	“	"	PUNCT
ihlr-22370	18	4	financial	financial	ADJ
ihlr-22370	18	5	conflicts	conflict	NOUN
ihlr-22370	18	6	”	"	PUNCT
ihlr-22370	18	7	and	and	CCONJ
ihlr-22370	18	8	“	"	PUNCT
ihlr-22370	18	9	conflicts	conflict	NOUN
ihlr-22370	18	10	of	of	ADP
ihlr-22370	18	11	interest	interest	NOUN
ihlr-22370	18	12	”	"	PUNCT
ihlr-22370	18	13	are	be	AUX
ihlr-22370	18	14	used	use	VERB
ihlr-22370	18	15	throughout	throughout	ADP
ihlr-22370	18	16	this	this	DET
ihlr-22370	18	17	article	article	NOUN
ihlr-22370	18	18	as	as	SCONJ
ihlr-22370	18	19	defined	define	VERB
ihlr-22370	18	20	by	by	ADP
ihlr-22370	18	21	the	the	DET
ihlr-22370	18	22	institute	institute	NOUN
ihlr-22370	18	23	of	of	ADP
ihlr-22370	18	24	medicine	medicine	NOUN
ihlr-22370	18	25	.	.	PUNCT
ihlr-22370	19	1	a	a	DET
ihlr-22370	19	2	health	health	NOUN
ihlr-22370	19	3	care	care	NOUN
ihlr-22370	19	4	provider	provider	NOUN
ihlr-22370	19	5	’s	’s	PART
ihlr-22370	19	6	primary	primary	ADJ
ihlr-22370	19	7	interests	interest	NOUN
ihlr-22370	19	8	include	include	VERB
ihlr-22370	19	9	rendering	render	VERB
ihlr-22370	19	10	professional	professional	ADJ
ihlr-22370	19	11	care	care	NOUN
ihlr-22370	19	12	to	to	ADP
ihlr-22370	19	13	patients	patient	NOUN
ihlr-22370	19	14	,	,	PUNCT
ihlr-22370	19	15	engaging	engage	VERB
ihlr-22370	19	16	in	in	ADP
ihlr-22370	19	17	credible	credible	ADJ
ihlr-22370	19	18	,	,	PUNCT
ihlr-22370	19	19	ethical	ethical	ADJ
ihlr-22370	19	20	research	research	NOUN
ihlr-22370	19	21	,	,	PUNCT
ihlr-22370	19	22	and	and	CCONJ
ihlr-22370	19	23	supporting	support	VERB
ihlr-22370	19	24	quality	quality	NOUN
ihlr-22370	19	25	medical	medical	ADJ
ihlr-22370	19	26	education	education	NOUN
ihlr-22370	19	27	.	.	PUNCT
ihlr-22370	20	1	inst	inst	PROPN
ihlr-22370	20	2	.	.	PROPN
ihlr-22370	20	3	of	of	ADP
ihlr-22370	20	4	med	med	PROPN
ihlr-22370	20	5	.	.	PUNCT
ihlr-22370	21	1	of	of	ADP
ihlr-22370	21	2	the	the	DET
ihlr-22370	21	3	nat’l	nat’l	NOUN
ihlr-22370	21	4	acads	acad	NOUN
ihlr-22370	21	5	.	.	PUNCT
ihlr-22370	22	1	,	,	PUNCT
ihlr-22370	22	2	conflict	conflict	NOUN
ihlr-22370	22	3	of	of	ADP
ihlr-22370	22	4	interest	interest	NOUN
ihlr-22370	22	5	in	in	ADP
ihlr-22370	22	6	medical	medical	ADJ
ihlr-22370	22	7	research	research	NOUN
ihlr-22370	22	8	,	,	PUNCT
ihlr-22370	22	9	education	education	NOUN
ihlr-22370	22	10	,	,	PUNCT
ihlr-22370	22	11	and	and	CCONJ
ihlr-22370	22	12	practice	practice	NOUN
ihlr-22370	22	13	6	6	NUM
ihlr-22370	22	14	(	(	PUNCT
ihlr-22370	22	15	bernard	bernard	PROPN
ihlr-22370	22	16	lo	lo	PROPN
ihlr-22370	22	17	&	&	CCONJ
ihlr-22370	22	18	marilyn	marilyn	PROPN
ihlr-22370	22	19	j.	j.	PROPN
ihlr-22370	22	20	field	field	PROPN
ihlr-22370	22	21	,	,	PUNCT
ihlr-22370	22	22	eds	eds	PROPN
ihlr-22370	22	23	.	.	PROPN
ihlr-22370	22	24	,	,	PUNCT
ihlr-22370	22	25	2009	2009	NUM
ihlr-22370	22	26	)	)	PUNCT
ihlr-22370	23	1	[	[	X
ihlr-22370	23	2	hereinafter	hereinafter	NOUN
ihlr-22370	23	3	iom	iom	PROPN
ihlr-22370	23	4	conflict	conflict	NOUN
ihlr-22370	23	5	of	of	ADP
ihlr-22370	23	6	interest	interest	NOUN
ihlr-22370	23	7	report	report	NOUN
ihlr-22370	23	8	]	]	PUNCT
ihlr-22370	23	9	.	.	PUNCT
ihlr-22370	24	1	a	a	DET
ihlr-22370	24	2	“	"	PUNCT
ihlr-22370	24	3	conflict	conflict	NOUN
ihlr-22370	24	4	of	of	ADP
ihlr-22370	24	5	interest	interest	NOUN
ihlr-22370	24	6	”	"	PUNCT
ihlr-22370	24	7	involves	involve	VERB
ihlr-22370	24	8	“	"	PUNCT
ihlr-22370	24	9	circumstances	circumstance	NOUN
ihlr-22370	24	10	that	that	PRON
ihlr-22370	24	11	create	create	VERB
ihlr-22370	24	12	a	a	DET
ihlr-22370	24	13	risk	risk	NOUN
ihlr-22370	24	14	http://doi.org/10.18060/3911.0044	http://doi.org/10.18060/3911.0044	X
ihlr-22370	24	15	68	68	NUM
ihlr-22370	24	16	indiana	indiana	PROPN
ihlr-22370	24	17	health	health	NOUN
ihlr-22370	24	18	law	law	NOUN
ihlr-22370	24	19	review	review	NOUN
ihlr-22370	25	1	[	[	X
ihlr-22370	25	2	vol	vol	NOUN
ihlr-22370	25	3	.	.	PUNCT
ihlr-22370	26	1	15:67	15:67	NUM
ihlr-22370	26	2	physician	physician	NOUN
ihlr-22370	26	3	payments	payment	NOUN
ihlr-22370	26	4	sunshine	sunshine	PROPN
ihlr-22370	26	5	act	act	PROPN
ihlr-22370	26	6	(	(	PUNCT
ihlr-22370	26	7	sunshine	sunshine	PROPN
ihlr-22370	26	8	act	act	PROPN
ihlr-22370	26	9	)	)	PUNCT
ihlr-22370	26	10	,	,	PUNCT
ihlr-22370	26	11	nearly	nearly	ADV
ihlr-22370	26	12	half	half	NOUN
ihlr-22370	26	13	of	of	ADP
ihlr-22370	26	14	all	all	DET
ihlr-22370	26	15	physicians2	physicians2	NOUN
ihlr-22370	26	16	(	(	PUNCT
ihlr-22370	26	17	48	48	NUM
ihlr-22370	26	18	%	%	NOUN
ihlr-22370	26	19	)	)	PUNCT
ihlr-22370	26	20	received	receive	VERB
ihlr-22370	26	21	some	some	DET
ihlr-22370	26	22	form	form	NOUN
ihlr-22370	26	23	of	of	ADP
ihlr-22370	26	24	payment	payment	NOUN
ihlr-22370	26	25	from	from	ADP
ihlr-22370	26	26	drug	drug	NOUN
ihlr-22370	26	27	companies	company	NOUN
ihlr-22370	26	28	and	and	CCONJ
ihlr-22370	26	29	device	device	NOUN
ihlr-22370	26	30	manufacturers	manufacturer	NOUN
ihlr-22370	26	31	in	in	ADP
ihlr-22370	26	32	2015	2015	NUM
ihlr-22370	26	33	.	.	PUNCT
ihlr-22370	27	1	patients	patient	NOUN
ihlr-22370	27	2	have	have	VERB
ihlr-22370	27	3	broad	broad	ADJ
ihlr-22370	27	4	exposure	exposure	NOUN
ihlr-22370	27	5	to	to	ADP
ihlr-22370	27	6	physicians	physician	NOUN
ihlr-22370	27	7	under3	under3	PROPN
ihlr-22370	27	8	financial	financial	ADJ
ihlr-22370	27	9	influence	influence	NOUN
ihlr-22370	27	10	,	,	PUNCT
ihlr-22370	27	11	with	with	ADP
ihlr-22370	27	12	estimates	estimate	NOUN
ihlr-22370	27	13	suggesting	suggest	VERB
ihlr-22370	27	14	about	about	ADP
ihlr-22370	27	15	two	two	NUM
ihlr-22370	27	16	-	-	PUNCT
ihlr-22370	27	17	thirds	third	NOUN
ihlr-22370	27	18	of	of	ADP
ihlr-22370	27	19	patients	patient	NOUN
ihlr-22370	27	20	see	see	VERB
ihlr-22370	27	21	physicians	physician	NOUN
ihlr-22370	27	22	receiving	receive	VERB
ihlr-22370	27	23	industry	industry	NOUN
ihlr-22370	27	24	payments	payment	NOUN
ihlr-22370	27	25	.	.	PUNCT
ihlr-22370	28	1	the	the	DET
ihlr-22370	28	2	high	high	ADJ
ihlr-22370	28	3	prevalence	prevalence	NOUN
ihlr-22370	28	4	of	of	ADP
ihlr-22370	28	5	financial4	financial4	PROPN
ihlr-22370	28	6	conflicts	conflict	NOUN
ihlr-22370	28	7	raises	raise	VERB
ihlr-22370	28	8	numerous	numerous	ADJ
ihlr-22370	28	9	concerns	concern	NOUN
ihlr-22370	28	10	for	for	ADP
ihlr-22370	28	11	health	health	NOUN
ihlr-22370	28	12	law	law	NOUN
ihlr-22370	28	13	and	and	CCONJ
ihlr-22370	28	14	policy	policy	NOUN
ihlr-22370	28	15	.	.	PUNCT
ihlr-22370	29	1	the	the	DET
ihlr-22370	29	2	institute	institute	PROPN
ihlr-22370	29	3	of	of	ADP
ihlr-22370	29	4	medicine	medicine	NOUN
ihlr-22370	29	5	’s	’s	PART
ihlr-22370	29	6	conflict	conflict	NOUN
ihlr-22370	29	7	of	of	ADP
ihlr-22370	29	8	interest	interest	NOUN
ihlr-22370	29	9	report	report	NOUN
ihlr-22370	29	10	,	,	PUNCT
ihlr-22370	29	11	for	for	ADP
ihlr-22370	29	12	example	example	NOUN
ihlr-22370	29	13	,	,	PUNCT
ihlr-22370	29	14	warns	warn	VERB
ihlr-22370	29	15	that	that	SCONJ
ihlr-22370	29	16	medicine	medicine	NOUN
ihlr-22370	29	17	’s	’s	PART
ihlr-22370	29	18	financial	financial	ADJ
ihlr-22370	29	19	ties	tie	NOUN
ihlr-22370	29	20	to	to	ADP
ihlr-22370	29	21	industry	industry	NOUN
ihlr-22370	29	22	can	can	AUX
ihlr-22370	29	23	harm	harm	VERB
ihlr-22370	29	24	patient	patient	ADJ
ihlr-22370	29	25	care	care	NOUN
ihlr-22370	29	26	,	,	PUNCT
ihlr-22370	29	27	increase	increase	VERB
ihlr-22370	29	28	costs	cost	NOUN
ihlr-22370	29	29	,	,	PUNCT
ihlr-22370	29	30	limit	limit	NOUN
ihlr-22370	29	31	choice	choice	NOUN
ihlr-22370	29	32	,	,	PUNCT
ihlr-22370	29	33	erode	erode	VERB
ihlr-22370	29	34	trust	trust	NOUN
ihlr-22370	29	35	,	,	PUNCT
ihlr-22370	29	36	and	and	CCONJ
ihlr-22370	29	37	threaten	threaten	VERB
ihlr-22370	29	38	the	the	DET
ihlr-22370	29	39	integrity	integrity	NOUN
ihlr-22370	29	40	of	of	ADP
ihlr-22370	29	41	medical	medical	ADJ
ihlr-22370	29	42	research.5	research.5	NOUN
ihlr-22370	29	43	it	it	PRON
ihlr-22370	29	44	is	be	AUX
ihlr-22370	29	45	tempting	tempting	ADJ
ihlr-22370	29	46	to	to	PART
ihlr-22370	29	47	view	view	VERB
ihlr-22370	29	48	the	the	DET
ihlr-22370	29	49	sturm	sturm	PROPN
ihlr-22370	29	50	und	und	PROPN
ihlr-22370	29	51	drang	drang	PROPN
ihlr-22370	29	52	about	about	ADP
ihlr-22370	29	53	financial	financial	ADJ
ihlr-22370	29	54	conflicts	conflict	NOUN
ihlr-22370	29	55	in	in	ADP
ihlr-22370	29	56	health	health	NOUN
ihlr-22370	29	57	care	care	NOUN
ihlr-22370	29	58	as	as	ADP
ihlr-22370	29	59	relatively	relatively	ADV
ihlr-22370	29	60	new	new	ADJ
ihlr-22370	29	61	,	,	PUNCT
ihlr-22370	29	62	resulting	result	VERB
ihlr-22370	29	63	from	from	ADP
ihlr-22370	29	64	medicine	medicine	NOUN
ihlr-22370	29	65	’s	’s	PART
ihlr-22370	29	66	increased	increase	VERB
ihlr-22370	29	67	commercialization	commercialization	NOUN
ihlr-22370	29	68	and	and	CCONJ
ihlr-22370	29	69	the	the	DET
ihlr-22370	29	70	expanded	expand	VERB
ihlr-22370	29	71	influence	influence	NOUN
ihlr-22370	29	72	of	of	ADP
ihlr-22370	29	73	drug	drug	NOUN
ihlr-22370	29	74	companies	company	NOUN
ihlr-22370	29	75	and	and	CCONJ
ihlr-22370	29	76	device	device	NOUN
ihlr-22370	29	77	manufacturers	manufacturer	NOUN
ihlr-22370	29	78	.	.	PUNCT
ihlr-22370	30	1	however	however	ADV
ihlr-22370	30	2	,	,	PUNCT
ihlr-22370	30	3	financial	financial	ADJ
ihlr-22370	30	4	conflicts	conflict	NOUN
ihlr-22370	30	5	of	of	ADP
ihlr-22370	30	6	interest	interest	NOUN
ihlr-22370	30	7	in	in	ADP
ihlr-22370	30	8	health	health	NOUN
ihlr-22370	30	9	care	care	NOUN
ihlr-22370	30	10	have	have	AUX
ihlr-22370	30	11	been	be	AUX
ihlr-22370	30	12	long	long	ADV
ihlr-22370	30	13	-	-	PUNCT
ihlr-22370	30	14	standing	standing	NOUN
ihlr-22370	30	15	.	.	PUNCT
ihlr-22370	31	1	also	also	ADV
ihlr-22370	31	2	long-6	long-6	NUM
ihlr-22370	31	3	standing	standing	NOUN
ihlr-22370	31	4	have	have	AUX
ihlr-22370	31	5	been	be	AUX
ihlr-22370	31	6	confusion	confusion	NOUN
ihlr-22370	31	7	and	and	CCONJ
ihlr-22370	31	8	disagreements	disagreement	NOUN
ihlr-22370	31	9	about	about	ADP
ihlr-22370	31	10	how	how	SCONJ
ihlr-22370	31	11	best	good	ADJ
ihlr-22370	31	12	to	to	PART
ihlr-22370	31	13	address	address	VERB
ihlr-22370	31	14	them	they	PRON
ihlr-22370	31	15	.	.	PUNCT
ihlr-22370	32	1	indeed	indeed	ADV
ihlr-22370	32	2	,	,	PUNCT
ihlr-22370	32	3	“	"	PUNCT
ihlr-22370	32	4	[	[	X
ihlr-22370	32	5	t]he	t]he	X
ihlr-22370	32	6	problem	problem	NOUN
ihlr-22370	32	7	of	of	ADP
ihlr-22370	32	8	pharmaceutical	pharmaceutical	NOUN
ihlr-22370	32	9	promotion	promotion	NOUN
ihlr-22370	32	10	.	.	PUNCT
ihlr-22370	32	11	.	.	PUNCT
ihlr-22370	32	12	.	.	PUNCT
ihlr-22370	33	1	presents	present	VERB
ihlr-22370	33	2	an	an	DET
ihlr-22370	33	3	enduring	endure	VERB
ihlr-22370	33	4	dilemma	dilemma	NOUN
ihlr-22370	33	5	.	.	PUNCT
ihlr-22370	33	6	”	"	PUNCT
ihlr-22370	34	1	financial	financial	ADJ
ihlr-22370	34	2	conflicts	conflict	NOUN
ihlr-22370	34	3	in	in	ADP
ihlr-22370	34	4	health	health	NOUN
ihlr-22370	34	5	care	care	NOUN
ihlr-22370	34	6	raise	raise	VERB
ihlr-22370	34	7	continual	continual	ADJ
ihlr-22370	34	8	,	,	PUNCT
ihlr-22370	34	9	thorny	thorny	ADJ
ihlr-22370	34	10	challenges7	challenges7	NOUN
ihlr-22370	34	11	for	for	ADP
ihlr-22370	34	12	regulation	regulation	NOUN
ihlr-22370	34	13	,	,	PUNCT
ihlr-22370	34	14	ranging	range	VERB
ihlr-22370	34	15	from	from	ADP
ihlr-22370	34	16	correctly	correctly	ADV
ihlr-22370	34	17	identifying	identify	VERB
ihlr-22370	34	18	the	the	DET
ihlr-22370	34	19	problematic	problematic	ADJ
ihlr-22370	34	20	financial	financial	ADJ
ihlr-22370	34	21	ties	tie	NOUN
ihlr-22370	34	22	,	,	PUNCT
ihlr-22370	34	23	to	to	ADP
ihlr-22370	34	24	developing	develop	VERB
ihlr-22370	34	25	effective	effective	ADJ
ihlr-22370	34	26	management	management	NOUN
ihlr-22370	34	27	strategies	strategy	NOUN
ihlr-22370	34	28	when	when	SCONJ
ihlr-22370	34	29	the	the	DET
ihlr-22370	34	30	evidence	evidence	NOUN
ihlr-22370	34	31	base	base	NOUN
ihlr-22370	34	32	remains	remain	VERB
ihlr-22370	34	33	limited	limited	ADJ
ihlr-22370	34	34	for	for	ADP
ihlr-22370	34	35	many	many	ADJ
ihlr-22370	34	36	interventions	intervention	NOUN
ihlr-22370	34	37	,	,	PUNCT
ihlr-22370	34	38	to	to	ADP
ihlr-22370	34	39	avoiding	avoid	VERB
ihlr-22370	34	40	deterrence	deterrence	NOUN
ihlr-22370	34	41	of	of	ADP
ihlr-22370	34	42	innovation	innovation	NOUN
ihlr-22370	34	43	and	and	CCONJ
ihlr-22370	34	44	beneficial	beneficial	ADJ
ihlr-22370	34	45	industry	industry	NOUN
ihlr-22370	34	46	-	-	PUNCT
ihlr-22370	34	47	medicine	medicine	NOUN
ihlr-22370	34	48	collaborations	collaboration	NOUN
ihlr-22370	34	49	.	.	PUNCT
ihlr-22370	35	1	what	what	PRON
ihlr-22370	35	2	is	be	AUX
ihlr-22370	35	3	new	new	ADJ
ihlr-22370	35	4	about	about	ADP
ihlr-22370	35	5	this	this	DET
ihlr-22370	35	6	enduring	endure	VERB
ihlr-22370	35	7	dilemma	dilemma	NOUN
ihlr-22370	35	8	is	be	AUX
ihlr-22370	35	9	far	far	ADV
ihlr-22370	35	10	greater	great	ADJ
ihlr-22370	35	11	transparency	transparency	NOUN
ihlr-22370	35	12	.	.	PUNCT
ihlr-22370	36	1	disclosure	disclosure	NOUN
ihlr-22370	36	2	about	about	ADP
ihlr-22370	36	3	financial	financial	ADJ
ihlr-22370	36	4	conflicts	conflict	NOUN
ihlr-22370	36	5	in	in	ADP
ihlr-22370	36	6	health	health	NOUN
ihlr-22370	36	7	care	care	NOUN
ihlr-22370	36	8	,	,	PUNCT
ihlr-22370	36	9	an	an	DET
ihlr-22370	36	10	increasingly	increasingly	ADV
ihlr-22370	36	11	favored	favor	VERB
ihlr-22370	36	12	regulatory	regulatory	ADJ
ihlr-22370	36	13	approach	approach	NOUN
ihlr-22370	36	14	,	,	PUNCT
ihlr-22370	36	15	received	receive	VERB
ihlr-22370	36	16	a	a	DET
ihlr-22370	36	17	significant	significant	ADJ
ihlr-22370	36	18	boost	boost	NOUN
ihlr-22370	36	19	in	in	ADP
ihlr-22370	36	20	2010	2010	NUM
ihlr-22370	36	21	from	from	ADP
ihlr-22370	36	22	enactment	enactment	NOUN
ihlr-22370	36	23	of	of	ADP
ihlr-22370	36	24	the	the	DET
ihlr-22370	36	25	sunshine	sunshine	PROPN
ihlr-22370	36	26	act	act	PROPN
ihlr-22370	36	27	,	,	PUNCT
ihlr-22370	36	28	the	the	DET
ihlr-22370	36	29	first	first	ADJ
ihlr-22370	36	30	comprehensive	comprehensive	ADJ
ihlr-22370	36	31	federal	federal	ADJ
ihlr-22370	36	32	legislation	legislation	NOUN
ihlr-22370	36	33	mandating	mandate	VERB
ihlr-22370	36	34	public	public	ADJ
ihlr-22370	36	35	reporting	reporting	NOUN
ihlr-22370	36	36	of	of	ADP
ihlr-22370	36	37	payments	payment	NOUN
ihlr-22370	36	38	between	between	ADP
ihlr-22370	36	39	industry	industry	NOUN
ihlr-22370	36	40	and	and	CCONJ
ihlr-22370	36	41	medicine	medicine	NOUN
ihlr-22370	36	42	.	.	PUNCT
ihlr-22370	37	1	the	the	DET
ihlr-22370	37	2	health	health	NOUN
ihlr-22370	37	3	care	care	NOUN
ihlr-22370	37	4	system	system	NOUN
ihlr-22370	37	5	has	have	AUX
ihlr-22370	37	6	entered	enter	VERB
ihlr-22370	37	7	a	a	DET
ihlr-22370	37	8	new	new	ADJ
ihlr-22370	37	9	era	era	NOUN
ihlr-22370	37	10	of	of	ADP
ihlr-22370	37	11	sunshine	sunshine	NOUN
ihlr-22370	37	12	about	about	ADP
ihlr-22370	37	13	financial	financial	ADJ
ihlr-22370	37	14	conflicts	conflict	NOUN
ihlr-22370	37	15	.	.	PUNCT
ihlr-22370	38	1	but	but	CCONJ
ihlr-22370	38	2	is	be	AUX
ihlr-22370	38	3	it	it	PRON
ihlr-22370	38	4	making	make	VERB
ihlr-22370	38	5	any	any	DET
ihlr-22370	38	6	difference	difference	NOUN
ihlr-22370	38	7	?	?	PUNCT
ihlr-22370	39	1	and	and	CCONJ
ihlr-22370	39	2	what	what	PRON
ihlr-22370	39	3	is	be	AUX
ihlr-22370	39	4	all	all	DET
ihlr-22370	39	5	the	the	DET
ihlr-22370	39	6	increased	increase	VERB
ihlr-22370	39	7	disclosure	disclosure	NOUN
ihlr-22370	39	8	actually	actually	ADV
ihlr-22370	39	9	revealing	reveal	VERB
ihlr-22370	39	10	?	?	PUNCT
ihlr-22370	40	1	to	to	PART
ihlr-22370	40	2	address	address	VERB
ihlr-22370	40	3	these	these	DET
ihlr-22370	40	4	questions	question	NOUN
ihlr-22370	40	5	,	,	PUNCT
ihlr-22370	40	6	this	this	DET
ihlr-22370	40	7	article	article	NOUN
ihlr-22370	40	8	critically	critically	ADV
ihlr-22370	40	9	analyzes	analyze	VERB
ihlr-22370	40	10	the	the	DET
ihlr-22370	40	11	experience	experience	NOUN
ihlr-22370	40	12	with	with	ADP
ihlr-22370	40	13	the	the	DET
ihlr-22370	40	14	sunshine	sunshine	PROPN
ihlr-22370	40	15	act	act	PROPN
ihlr-22370	40	16	.	.	PUNCT
ihlr-22370	41	1	the	the	DET
ihlr-22370	41	2	legislation	legislation	NOUN
ihlr-22370	41	3	offers	offer	VERB
ihlr-22370	41	4	an	an	DET
ihlr-22370	41	5	unprecedented	unprecedented	ADJ
ihlr-22370	41	6	opportunity	opportunity	NOUN
ihlr-22370	41	7	to	to	PART
ihlr-22370	41	8	evaluate	evaluate	VERB
ihlr-22370	41	9	the	the	DET
ihlr-22370	41	10	effectiveness	effectiveness	NOUN
ihlr-22370	41	11	of	of	ADP
ihlr-22370	41	12	financial	financial	ADJ
ihlr-22370	41	13	conflicts	conflict	NOUN
ihlr-22370	41	14	disclosure	disclosure	NOUN
ihlr-22370	41	15	on	on	ADP
ihlr-22370	41	16	a	a	DET
ihlr-22370	41	17	wide	wide	ADJ
ihlr-22370	41	18	scale	scale	NOUN
ihlr-22370	41	19	.	.	PUNCT
ihlr-22370	42	1	the	the	DET
ihlr-22370	42	2	law	law	NOUN
ihlr-22370	42	3	so	so	ADV
ihlr-22370	42	4	far	far	ADV
ihlr-22370	42	5	has	have	VERB
ihlr-22370	42	6	a	a	DET
ihlr-22370	42	7	very	very	ADV
ihlr-22370	42	8	mixed	mixed	ADJ
ihlr-22370	42	9	,	,	PUNCT
ihlr-22370	42	10	uneven	uneven	ADJ
ihlr-22370	42	11	record	record	NOUN
ihlr-22370	42	12	.	.	PUNCT
ihlr-22370	43	1	among	among	ADP
ihlr-22370	43	2	other	other	ADJ
ihlr-22370	43	3	limitations	limitation	NOUN
ihlr-22370	43	4	,	,	PUNCT
ihlr-22370	43	5	the	the	DET
ihlr-22370	43	6	sunshine	sunshine	NOUN
ihlr-22370	43	7	act	act	NOUN
ihlr-22370	43	8	demonstrates	demonstrate	VERB
ihlr-22370	43	9	that	that	SCONJ
ihlr-22370	43	10	commanding	command	VERB
ihlr-22370	43	11	transparency	transparency	NOUN
ihlr-22370	43	12	through	through	ADP
ihlr-22370	43	13	legislation	legislation	NOUN
ihlr-22370	43	14	is	be	AUX
ihlr-22370	43	15	both	both	PRON
ihlr-22370	43	16	difficult	difficult	ADJ
ihlr-22370	43	17	that	that	SCONJ
ihlr-22370	43	18	professional	professional	ADJ
ihlr-22370	43	19	judgments	judgment	NOUN
ihlr-22370	43	20	or	or	CCONJ
ihlr-22370	43	21	actions	action	NOUN
ihlr-22370	43	22	regarding	regard	VERB
ihlr-22370	43	23	a	a	DET
ihlr-22370	43	24	primary	primary	ADJ
ihlr-22370	43	25	interest	interest	NOUN
ihlr-22370	43	26	will	will	AUX
ihlr-22370	43	27	be	be	AUX
ihlr-22370	43	28	unduly	unduly	ADV
ihlr-22370	43	29	influenced	influence	VERB
ihlr-22370	43	30	by	by	ADP
ihlr-22370	43	31	a	a	DET
ihlr-22370	43	32	secondary	secondary	ADJ
ihlr-22370	43	33	interest	interest	NOUN
ihlr-22370	43	34	,	,	PUNCT
ihlr-22370	43	35	”	"	PUNCT
ihlr-22370	43	36	such	such	ADJ
ihlr-22370	43	37	as	as	ADP
ihlr-22370	43	38	financial	financial	ADJ
ihlr-22370	43	39	gain	gain	NOUN
ihlr-22370	43	40	.	.	PUNCT
ihlr-22370	44	1	i	i	PRON
ihlr-22370	44	2	d.	d.	PROPN
ihlr-22370	44	3	2	2	NUM
ihlr-22370	44	4	.	.	PUNCT
ihlr-22370	44	5	physician	physician	NOUN
ihlr-22370	44	6	payments	payment	NOUN
ihlr-22370	44	7	sunshine	sunshine	PROPN
ihlr-22370	44	8	act	act	NOUN
ihlr-22370	44	9	of	of	ADP
ihlr-22370	44	10	2010	2010	NUM
ihlr-22370	44	11	,	,	PUNCT
ihlr-22370	44	12	pub	pub	NOUN
ihlr-22370	44	13	.	.	PUNCT
ihlr-22370	45	1	l.	l.	PROPN
ihlr-22370	45	2	no	no	INTJ
ihlr-22370	45	3	.	.	NOUN
ihlr-22370	46	1	111	111	NUM
ihlr-22370	46	2	-	-	SYM
ihlr-22370	46	3	148	148	NUM
ihlr-22370	46	4	,	,	PUNCT
ihlr-22370	46	5	§	§	PROPN
ihlr-22370	46	6	6002	6002	NUM
ihlr-22370	46	7	,	,	PUNCT
ihlr-22370	46	8	124	124	NUM
ihlr-22370	46	9	stat	stat	NOUN
ihlr-22370	46	10	.	.	PUNCT
ihlr-22370	47	1	689	689	NUM
ihlr-22370	47	2	(	(	PUNCT
ihlr-22370	47	3	codified	codify	VERB
ihlr-22370	47	4	at	at	ADP
ihlr-22370	47	5	42	42	NUM
ihlr-22370	47	6	u.s.c	u.s.c	ADJ
ihlr-22370	47	7	.	.	PUNCT
ihlr-22370	48	1	§	§	PROPN
ihlr-22370	48	2	1320a-7h	1320a-7h	PROPN
ihlr-22370	48	3	)	)	PUNCT
ihlr-22370	48	4	.	.	PUNCT
ihlr-22370	49	1	3	3	X
ihlr-22370	49	2	.	.	X
ihlr-22370	49	3	kathryn	kathryn	PROPN
ihlr-22370	49	4	r.	r.	PROPN
ihlr-22370	49	5	tringale	tringale	PROPN
ihlr-22370	49	6	et	et	PROPN
ihlr-22370	49	7	al	al	PROPN
ihlr-22370	49	8	.	.	PROPN
ihlr-22370	49	9	,	,	PUNCT
ihlr-22370	49	10	types	type	NOUN
ihlr-22370	49	11	and	and	CCONJ
ihlr-22370	49	12	distributions	distribution	NOUN
ihlr-22370	49	13	of	of	ADP
ihlr-22370	49	14	payments	payment	NOUN
ihlr-22370	49	15	from	from	ADP
ihlr-22370	49	16	industry	industry	NOUN
ihlr-22370	49	17	to	to	ADP
ihlr-22370	49	18	physicians	physician	NOUN
ihlr-22370	49	19	in	in	ADP
ihlr-22370	49	20	2015	2015	NUM
ihlr-22370	49	21	,	,	PUNCT
ihlr-22370	49	22	317	317	NUM
ihlr-22370	49	23	jama	jama	NOUN
ihlr-22370	49	24	1774	1774	NUM
ihlr-22370	49	25	,	,	PUNCT
ihlr-22370	49	26	1774	1774	NUM
ihlr-22370	49	27	(	(	PUNCT
ihlr-22370	49	28	2017	2017	NUM
ihlr-22370	49	29	)	)	PUNCT
ihlr-22370	49	30	.	.	PUNCT
ihlr-22370	50	1	4	4	X
ihlr-22370	50	2	.	.	X
ihlr-22370	50	3	genevieve	genevieve	PROPN
ihlr-22370	50	4	pham	pham	PROPN
ihlr-22370	50	5	-	-	PUNCT
ihlr-22370	50	6	kanter	kanter	PROPN
ihlr-22370	50	7	et	et	PROPN
ihlr-22370	50	8	al	al	PROPN
ihlr-22370	50	9	.	.	PROPN
ihlr-22370	50	10	,	,	PUNCT
ihlr-22370	50	11	public	public	ADJ
ihlr-22370	50	12	awareness	awareness	NOUN
ihlr-22370	50	13	of	of	ADP
ihlr-22370	50	14	and	and	CCONJ
ihlr-22370	50	15	contact	contact	NOUN
ihlr-22370	50	16	with	with	ADP
ihlr-22370	50	17	physicians	physician	NOUN
ihlr-22370	50	18	who	who	PRON
ihlr-22370	50	19	receive	receive	VERB
ihlr-22370	50	20	industry	industry	NOUN
ihlr-22370	50	21	payments	payment	NOUN
ihlr-22370	50	22	:	:	PUNCT
ihlr-22370	50	23	a	a	DET
ihlr-22370	50	24	national	national	ADJ
ihlr-22370	50	25	survey	survey	NOUN
ihlr-22370	50	26	,	,	PUNCT
ihlr-22370	50	27	32	32	NUM
ihlr-22370	50	28	j.	j.	PROPN
ihlr-22370	50	29	gen	gen	PROPN
ihlr-22370	50	30	.	.	PROPN
ihlr-22370	50	31	internal	internal	PROPN
ihlr-22370	50	32	med	med	PROPN
ihlr-22370	50	33	.	.	PUNCT
ihlr-22370	51	1	767	767	NUM
ihlr-22370	51	2	,	,	PUNCT
ihlr-22370	51	3	770	770	NUM
ihlr-22370	51	4	(	(	PUNCT
ihlr-22370	51	5	2017	2017	NUM
ihlr-22370	51	6	)	)	PUNCT
ihlr-22370	51	7	.	.	PUNCT
ihlr-22370	52	1	5	5	X
ihlr-22370	52	2	.	.	X
ihlr-22370	52	3	iom	iom	PROPN
ihlr-22370	52	4	conflict	conflict	NOUN
ihlr-22370	52	5	of	of	ADP
ihlr-22370	52	6	interest	interest	PROPN
ihlr-22370	52	7	rep	rep	PROPN
ihlr-22370	52	8	.	.	PROPN
ihlr-22370	52	9	,	,	PUNCT
ihlr-22370	52	10	supra	supra	PROPN
ihlr-22370	52	11	note	note	PROPN
ihlr-22370	52	12	1	1	NUM
ihlr-22370	52	13	,	,	PUNCT
ihlr-22370	52	14	at	at	ADP
ihlr-22370	52	15	23	23	NUM
ihlr-22370	52	16	,	,	PUNCT
ihlr-22370	52	17	27	27	NUM
ihlr-22370	52	18	.	.	NOUN
ihlr-22370	53	1	6	6	NUM
ihlr-22370	53	2	.	.	PUNCT
ihlr-22370	53	3	abigal	abigal	ADJ
ihlr-22370	53	4	zuger	zuger	PROPN
ihlr-22370	53	5	,	,	PUNCT
ihlr-22370	53	6	what	what	PRON
ihlr-22370	53	7	do	do	AUX
ihlr-22370	53	8	patients	patient	NOUN
ihlr-22370	53	9	think	think	VERB
ihlr-22370	53	10	about	about	ADP
ihlr-22370	53	11	physicians	physician	NOUN
ihlr-22370	53	12	’	'	PUNCT
ihlr-22370	53	13	conflict	conflict	NOUN
ihlr-22370	53	14	of	of	ADP
ihlr-22370	53	15	interest	interest	NOUN
ihlr-22370	53	16	?	?	PUNCT
ihlr-22370	54	1	watching	watch	VERB
ihlr-22370	54	2	transparency	transparency	NOUN
ihlr-22370	54	3	evolve	evolve	VERB
ihlr-22370	54	4	,	,	PUNCT
ihlr-22370	54	5	317	317	NUM
ihlr-22370	54	6	jama	jama	NOUN
ihlr-22370	54	7	1747	1747	NUM
ihlr-22370	54	8	,	,	PUNCT
ihlr-22370	54	9	1747	1747	NUM
ihlr-22370	54	10	(	(	PUNCT
ihlr-22370	54	11	2017	2017	NUM
ihlr-22370	54	12	)	)	PUNCT
ihlr-22370	54	13	.	.	PUNCT
ihlr-22370	55	1	7	7	X
ihlr-22370	55	2	.	.	X
ihlr-22370	55	3	scott	scott	PROPN
ihlr-22370	55	4	h.	h.	PROPN
ihlr-22370	55	5	podolsky	podolsky	PROPN
ihlr-22370	55	6	&	&	CCONJ
ihlr-22370	55	7	jeremy	jeremy	PROPN
ihlr-22370	55	8	a.	a.	PROPN
ihlr-22370	55	9	green	green	PROPN
ihlr-22370	55	10	,	,	PUNCT
ihlr-22370	55	11	a	a	DET
ihlr-22370	55	12	historical	historical	ADJ
ihlr-22370	55	13	perspective	perspective	NOUN
ihlr-22370	55	14	of	of	ADP
ihlr-22370	55	15	pharmaceutical	pharmaceutical	NOUN
ihlr-22370	55	16	promotion	promotion	NOUN
ihlr-22370	55	17	and	and	CCONJ
ihlr-22370	55	18	physician	physician	NOUN
ihlr-22370	55	19	education	education	NOUN
ihlr-22370	55	20	,	,	PUNCT
ihlr-22370	55	21	300	300	NUM
ihlr-22370	55	22	jama	jama	NOUN
ihlr-22370	55	23	831	831	NUM
ihlr-22370	55	24	,	,	PUNCT
ihlr-22370	55	25	833	833	NUM
ihlr-22370	55	26	(	(	PUNCT
ihlr-22370	55	27	2008	2008	NUM
ihlr-22370	55	28	)	)	PUNCT
ihlr-22370	55	29	.	.	PUNCT
ihlr-22370	56	1	https://doi.org/10.1001/jama.2017.3091	https://doi.org/10.1001/jama.2017.3091	PROPN
ihlr-22370	56	2	https://doi.org/10.1007/s11606-017-4012-3	https://doi.org/10.1007/s11606-017-4012-3	NUM
ihlr-22370	56	3	https://doi.org/10.1001/jama.2017.2995	https://doi.org/10.1001/jama.2017.2995	PROPN
ihlr-22370	56	4	https://doi.org/10.1001/jama.300.7.831	https://doi.org/10.1001/jama.300.7.831	ADP
ihlr-22370	56	5	2018	2018	NUM
ihlr-22370	56	6	]	]	PUNCT
ihlr-22370	56	7	financial	financial	ADJ
ihlr-22370	56	8	conflicts	conflict	NOUN
ihlr-22370	56	9	in	in	ADP
ihlr-22370	56	10	the	the	DET
ihlr-22370	56	11	new	new	ADJ
ihlr-22370	56	12	era	era	NOUN
ihlr-22370	56	13	of	of	ADP
ihlr-22370	56	14	sunshine	sunshine	NOUN
ihlr-22370	56	15	69	69	NUM
ihlr-22370	56	16	and	and	CCONJ
ihlr-22370	56	17	can	can	AUX
ihlr-22370	56	18	have	have	VERB
ihlr-22370	56	19	unintended	unintended	ADJ
ihlr-22370	56	20	effects	effect	NOUN
ihlr-22370	56	21	.	.	PUNCT
ihlr-22370	57	1	the	the	DET
ihlr-22370	57	2	law	law	NOUN
ihlr-22370	57	3	has	have	AUX
ihlr-22370	57	4	encountered	encounter	VERB
ihlr-22370	57	5	serious	serious	ADJ
ihlr-22370	57	6	implementation	implementation	NOUN
ihlr-22370	57	7	challenges	challenge	NOUN
ihlr-22370	57	8	in	in	ADP
ihlr-22370	57	9	its	its	PRON
ihlr-22370	57	10	rollout	rollout	NOUN
ihlr-22370	57	11	and	and	CCONJ
ihlr-22370	57	12	uncertainty	uncertainty	NOUN
ihlr-22370	57	13	remains	remain	VERB
ihlr-22370	57	14	about	about	ADP
ihlr-22370	57	15	the	the	DET
ihlr-22370	57	16	intended	intend	VERB
ihlr-22370	57	17	audiences	audience	NOUN
ihlr-22370	57	18	and	and	CCONJ
ihlr-22370	57	19	their	their	PRON
ihlr-22370	57	20	ability	ability	NOUN
ihlr-22370	57	21	to	to	PART
ihlr-22370	57	22	use	use	VERB
ihlr-22370	57	23	the	the	DET
ihlr-22370	57	24	information	information	NOUN
ihlr-22370	57	25	about	about	ADP
ihlr-22370	57	26	financial	financial	ADJ
ihlr-22370	57	27	relationships	relationship	NOUN
ihlr-22370	57	28	effectively	effectively	ADV
ihlr-22370	57	29	.	.	PUNCT
ihlr-22370	58	1	at	at	ADP
ihlr-22370	58	2	the	the	DET
ihlr-22370	58	3	same	same	ADJ
ihlr-22370	58	4	time	time	NOUN
ihlr-22370	58	5	,	,	PUNCT
ihlr-22370	58	6	the	the	DET
ihlr-22370	58	7	sunshine	sunshine	PROPN
ihlr-22370	58	8	act	act	NOUN
ihlr-22370	58	9	is	be	AUX
ihlr-22370	58	10	generating	generate	VERB
ihlr-22370	58	11	the	the	DET
ihlr-22370	58	12	most	most	ADV
ihlr-22370	58	13	comprehensive	comprehensive	ADJ
ihlr-22370	58	14	data	datum	NOUN
ihlr-22370	58	15	to	to	ADP
ihlr-22370	58	16	date	date	NOUN
ihlr-22370	58	17	about	about	ADP
ihlr-22370	58	18	the	the	DET
ihlr-22370	58	19	nature	nature	NOUN
ihlr-22370	58	20	,	,	PUNCT
ihlr-22370	58	21	scope	scope	NOUN
ihlr-22370	58	22	,	,	PUNCT
ihlr-22370	58	23	variation	variation	NOUN
ihlr-22370	58	24	,	,	PUNCT
ihlr-22370	58	25	and	and	CCONJ
ihlr-22370	58	26	pervasiveness	pervasiveness	NOUN
ihlr-22370	58	27	of	of	ADP
ihlr-22370	58	28	financial	financial	ADJ
ihlr-22370	58	29	ties	tie	NOUN
ihlr-22370	58	30	between	between	ADP
ihlr-22370	58	31	industry	industry	NOUN
ihlr-22370	58	32	and	and	CCONJ
ihlr-22370	58	33	medicine	medicine	NOUN
ihlr-22370	58	34	.	.	PUNCT
ihlr-22370	59	1	as	as	SCONJ
ihlr-22370	59	2	this	this	DET
ihlr-22370	59	3	article	article	NOUN
ihlr-22370	59	4	explores	explore	VERB
ihlr-22370	59	5	,	,	PUNCT
ihlr-22370	59	6	this	this	DET
ihlr-22370	59	7	information	information	NOUN
ihlr-22370	59	8	has	have	VERB
ihlr-22370	59	9	important	important	ADJ
ihlr-22370	59	10	implications	implication	NOUN
ihlr-22370	59	11	for	for	ADP
ihlr-22370	59	12	health	health	NOUN
ihlr-22370	59	13	law	law	NOUN
ihlr-22370	59	14	and	and	CCONJ
ihlr-22370	59	15	policy	policy	NOUN
ihlr-22370	59	16	.	.	PUNCT
ihlr-22370	60	1	it	it	PRON
ihlr-22370	60	2	offers	offer	VERB
ihlr-22370	60	3	valuable	valuable	ADJ
ihlr-22370	60	4	guidance	guidance	NOUN
ihlr-22370	60	5	for	for	ADP
ihlr-22370	60	6	evidence	evidence	NOUN
ihlr-22370	60	7	-	-	PUNCT
ihlr-22370	60	8	based	base	VERB
ihlr-22370	60	9	regulation	regulation	NOUN
ihlr-22370	60	10	of	of	ADP
ihlr-22370	60	11	financial	financial	ADJ
ihlr-22370	60	12	conflicts	conflict	NOUN
ihlr-22370	60	13	moving	move	VERB
ihlr-22370	60	14	forward	forward	ADV
ihlr-22370	60	15	,	,	PUNCT
ihlr-22370	60	16	such	such	ADJ
ihlr-22370	60	17	as	as	ADP
ihlr-22370	60	18	identifying	identify	VERB
ihlr-22370	60	19	predictors	predictor	NOUN
ihlr-22370	60	20	of	of	ADP
ihlr-22370	60	21	significant	significant	ADJ
ihlr-22370	60	22	financial	financial	ADJ
ihlr-22370	60	23	entanglement	entanglement	NOUN
ihlr-22370	60	24	and	and	CCONJ
ihlr-22370	60	25	facilitating	facilitate	VERB
ihlr-22370	60	26	tailored	tailor	VERB
ihlr-22370	60	27	regulatory	regulatory	ADJ
ihlr-22370	60	28	responses	response	NOUN
ihlr-22370	60	29	depending	depend	VERB
ihlr-22370	60	30	on	on	ADP
ihlr-22370	60	31	differing	differ	VERB
ihlr-22370	60	32	clinical	clinical	ADJ
ihlr-22370	60	33	contexts	contexts	NOUN
ihlr-22370	60	34	.	.	PUNCT
ihlr-22370	61	1	this	this	DET
ihlr-22370	61	2	article	article	NOUN
ihlr-22370	61	3	is	be	AUX
ihlr-22370	61	4	part	part	NOUN
ihlr-22370	61	5	of	of	ADP
ihlr-22370	61	6	a	a	DET
ihlr-22370	61	7	symposium	symposium	NOUN
ihlr-22370	61	8	that	that	PRON
ihlr-22370	61	9	asks	ask	VERB
ihlr-22370	61	10	“	"	PUNCT
ihlr-22370	61	11	what	what	PRON
ihlr-22370	61	12	works	work	VERB
ihlr-22370	61	13	and	and	CCONJ
ihlr-22370	61	14	what	what	PRON
ihlr-22370	61	15	does	do	AUX
ihlr-22370	61	16	n’t	not	PART
ihlr-22370	61	17	work	work	VERB
ihlr-22370	61	18	?	?	PUNCT
ihlr-22370	61	19	”	"	PUNCT
ihlr-22370	61	20	in	in	ADP
ihlr-22370	61	21	various	various	ADJ
ihlr-22370	61	22	areas	area	NOUN
ihlr-22370	61	23	of	of	ADP
ihlr-22370	61	24	health	health	NOUN
ihlr-22370	61	25	law	law	NOUN
ihlr-22370	61	26	and	and	CCONJ
ihlr-22370	61	27	policy	policy	NOUN
ihlr-22370	61	28	.	.	PUNCT
ihlr-22370	62	1	as	as	SCONJ
ihlr-22370	62	2	applied	apply	VERB
ihlr-22370	62	3	to	to	ADP
ihlr-22370	62	4	financial	financial	ADJ
ihlr-22370	62	5	conflicts	conflict	NOUN
ihlr-22370	62	6	of	of	ADP
ihlr-22370	62	7	interest	interest	NOUN
ihlr-22370	62	8	regulation	regulation	NOUN
ihlr-22370	62	9	,	,	PUNCT
ihlr-22370	62	10	answering	answer	VERB
ihlr-22370	62	11	these	these	DET
ihlr-22370	62	12	questions	question	NOUN
ihlr-22370	62	13	remains	remain	VERB
ihlr-22370	62	14	difficult	difficult	ADJ
ihlr-22370	62	15	,	,	PUNCT
ihlr-22370	62	16	given	give	VERB
ihlr-22370	62	17	the	the	DET
ihlr-22370	62	18	limited	limited	ADJ
ihlr-22370	62	19	evidence	evidence	NOUN
ihlr-22370	62	20	base	base	NOUN
ihlr-22370	62	21	for	for	ADP
ihlr-22370	62	22	many	many	ADJ
ihlr-22370	62	23	regulatory	regulatory	ADJ
ihlr-22370	62	24	interventions	intervention	NOUN
ihlr-22370	62	25	.	.	PUNCT
ihlr-22370	63	1	an	an	DET
ihlr-22370	63	2	equally	equally	ADV
ihlr-22370	63	3	important	important	ADJ
ihlr-22370	63	4	,	,	PUNCT
ihlr-22370	63	5	threshold	threshold	NOUN
ihlr-22370	63	6	set	set	NOUN
ihlr-22370	63	7	of	of	ADP
ihlr-22370	63	8	questions	question	NOUN
ihlr-22370	63	9	to	to	PART
ihlr-22370	63	10	ask	ask	VERB
ihlr-22370	63	11	:	:	PUNCT
ihlr-22370	63	12	(	(	PUNCT
ihlr-22370	63	13	1	1	X
ihlr-22370	63	14	)	)	PUNCT
ihlr-22370	63	15	what	what	PRON
ihlr-22370	63	16	do	do	AUX
ihlr-22370	63	17	we	we	PRON
ihlr-22370	63	18	know	know	VERB
ihlr-22370	63	19	and	and	CCONJ
ihlr-22370	63	20	(	(	PUNCT
ihlr-22370	63	21	2	2	X
ihlr-22370	63	22	)	)	PUNCT
ihlr-22370	63	23	what	what	PRON
ihlr-22370	63	24	do	do	AUX
ihlr-22370	63	25	we	we	PRON
ihlr-22370	63	26	still	still	ADV
ihlr-22370	63	27	need	need	VERB
ihlr-22370	63	28	to	to	PART
ihlr-22370	63	29	know	know	VERB
ihlr-22370	63	30	?	?	PUNCT
ihlr-22370	64	1	the	the	DET
ihlr-22370	64	2	sunshine	sunshine	PROPN
ihlr-22370	64	3	act	act	PROPN
ihlr-22370	64	4	’s	’s	PART
ihlr-22370	64	5	greatest	great	ADJ
ihlr-22370	64	6	and	and	CCONJ
ihlr-22370	64	7	likely	likely	ADV
ihlr-22370	64	8	most	most	ADJ
ihlr-22370	64	9	sustaining	sustain	VERB
ihlr-22370	64	10	contribution	contribution	NOUN
ihlr-22370	64	11	is	be	AUX
ihlr-22370	64	12	helping	help	VERB
ihlr-22370	64	13	address	address	VERB
ihlr-22370	64	14	the	the	DET
ihlr-22370	64	15	first	first	ADJ
ihlr-22370	64	16	question	question	NOUN
ihlr-22370	64	17	.	.	PUNCT
ihlr-22370	65	1	because	because	SCONJ
ihlr-22370	65	2	of	of	ADP
ihlr-22370	65	3	the	the	DET
ihlr-22370	65	4	law	law	NOUN
ihlr-22370	65	5	,	,	PUNCT
ihlr-22370	65	6	we	we	PRON
ihlr-22370	65	7	know	know	VERB
ihlr-22370	65	8	a	a	DET
ihlr-22370	65	9	great	great	ADJ
ihlr-22370	65	10	deal	deal	NOUN
ihlr-22370	65	11	more	more	ADV
ihlr-22370	65	12	about	about	ADP
ihlr-22370	65	13	the	the	DET
ihlr-22370	65	14	epidemiology	epidemiology	NOUN
ihlr-22370	65	15	of	of	ADP
ihlr-22370	65	16	industry	industry	NOUN
ihlr-22370	65	17	-	-	PUNCT
ihlr-22370	65	18	medicine	medicine	NOUN
ihlr-22370	65	19	financial	financial	ADJ
ihlr-22370	65	20	ties	tie	NOUN
ihlr-22370	65	21	,	,	PUNCT
ihlr-22370	65	22	such	such	ADJ
ihlr-22370	65	23	as	as	ADP
ihlr-22370	65	24	the	the	DET
ihlr-22370	65	25	incidence	incidence	NOUN
ihlr-22370	65	26	,	,	PUNCT
ihlr-22370	65	27	distribution	distribution	NOUN
ihlr-22370	65	28	,	,	PUNCT
ihlr-22370	65	29	and	and	CCONJ
ihlr-22370	65	30	predictive	predictive	ADJ
ihlr-22370	65	31	factors	factor	NOUN
ihlr-22370	65	32	for	for	ADP
ihlr-22370	65	33	financial	financial	ADJ
ihlr-22370	65	34	conflicts	conflict	NOUN
ihlr-22370	65	35	,	,	PUNCT
ihlr-22370	65	36	and	and	CCONJ
ihlr-22370	65	37	this	this	DET
ihlr-22370	65	38	data	datum	NOUN
ihlr-22370	65	39	can	can	AUX
ihlr-22370	65	40	inform	inform	VERB
ihlr-22370	65	41	future	future	ADJ
ihlr-22370	65	42	regulation	regulation	NOUN
ihlr-22370	65	43	.	.	PUNCT
ihlr-22370	66	1	however	however	ADV
ihlr-22370	66	2	,	,	PUNCT
ihlr-22370	66	3	as	as	SCONJ
ihlr-22370	66	4	explained	explain	VERB
ihlr-22370	66	5	further	far	ADV
ihlr-22370	66	6	below	below	ADV
ihlr-22370	66	7	,	,	PUNCT
ihlr-22370	66	8	there	there	PRON
ihlr-22370	66	9	is	be	VERB
ihlr-22370	66	10	also	also	ADV
ihlr-22370	66	11	strong	strong	ADJ
ihlr-22370	66	12	reason	reason	NOUN
ihlr-22370	66	13	to	to	PART
ihlr-22370	66	14	doubt	doubt	VERB
ihlr-22370	66	15	that	that	SCONJ
ihlr-22370	66	16	the	the	DET
ihlr-22370	66	17	sunshine	sunshine	PROPN
ihlr-22370	66	18	act	act	PROPN
ihlr-22370	66	19	’s	’s	PART
ihlr-22370	66	20	increased	increase	VERB
ihlr-22370	66	21	transparency	transparency	NOUN
ihlr-22370	66	22	will	will	AUX
ihlr-22370	66	23	result	result	VERB
ihlr-22370	66	24	in	in	ADP
ihlr-22370	66	25	significant	significant	ADJ
ihlr-22370	66	26	changes	change	NOUN
ihlr-22370	66	27	in	in	ADP
ihlr-22370	66	28	patient	patient	NOUN
ihlr-22370	66	29	and	and	CCONJ
ihlr-22370	66	30	physician	physician	NOUN
ihlr-22370	66	31	decision	decision	NOUN
ihlr-22370	66	32	-	-	PUNCT
ihlr-22370	66	33	making	making	NOUN
ihlr-22370	66	34	.	.	PUNCT
ihlr-22370	67	1	moreover	moreover	ADV
ihlr-22370	67	2	,	,	PUNCT
ihlr-22370	67	3	notwithstanding	notwithstanding	ADP
ihlr-22370	67	4	increased	increase	VERB
ihlr-22370	67	5	transparency	transparency	NOUN
ihlr-22370	67	6	,	,	PUNCT
ihlr-22370	67	7	a	a	DET
ihlr-22370	67	8	great	great	ADJ
ihlr-22370	67	9	deal	deal	NOUN
ihlr-22370	67	10	still	still	ADV
ihlr-22370	67	11	needs	need	VERB
ihlr-22370	67	12	to	to	PART
ihlr-22370	67	13	be	be	AUX
ihlr-22370	67	14	known	know	VERB
ihlr-22370	67	15	about	about	ADP
ihlr-22370	67	16	financial	financial	ADJ
ihlr-22370	67	17	conflicts	conflict	NOUN
ihlr-22370	67	18	regulation	regulation	NOUN
ihlr-22370	67	19	.	.	PUNCT
ihlr-22370	68	1	evidentiary	evidentiary	ADJ
ihlr-22370	68	2	support	support	NOUN
ihlr-22370	68	3	remains	remain	VERB
ihlr-22370	68	4	critically	critically	ADV
ihlr-22370	68	5	missing	missing	ADJ
ihlr-22370	68	6	on	on	ADP
ihlr-22370	68	7	key	key	ADJ
ihlr-22370	68	8	issues	issue	NOUN
ihlr-22370	68	9	.	.	PUNCT
ihlr-22370	69	1	this	this	DET
ihlr-22370	69	2	article	article	NOUN
ihlr-22370	69	3	identifies	identify	VERB
ihlr-22370	69	4	several	several	ADJ
ihlr-22370	69	5	of	of	ADP
ihlr-22370	69	6	the	the	DET
ihlr-22370	69	7	important	important	ADJ
ihlr-22370	69	8	remaining	remain	VERB
ihlr-22370	69	9	unknowns	unknown	NOUN
ihlr-22370	69	10	.	.	PUNCT
ihlr-22370	70	1	part	part	NOUN
ihlr-22370	70	2	ii	ii	PROPN
ihlr-22370	70	3	of	of	ADP
ihlr-22370	70	4	this	this	DET
ihlr-22370	70	5	article	article	NOUN
ihlr-22370	70	6	describes	describe	VERB
ihlr-22370	70	7	the	the	DET
ihlr-22370	70	8	sunshine	sunshine	PROPN
ihlr-22370	70	9	act	act	PROPN
ihlr-22370	70	10	’s	’s	PART
ihlr-22370	70	11	basic	basic	ADJ
ihlr-22370	70	12	requirements	requirement	NOUN
ihlr-22370	70	13	and	and	CCONJ
ihlr-22370	70	14	how	how	SCONJ
ihlr-22370	70	15	it	it	PRON
ihlr-22370	70	16	expands	expand	VERB
ihlr-22370	70	17	upon	upon	SCONJ
ihlr-22370	70	18	and	and	CCONJ
ihlr-22370	70	19	amplifies	amplify	VERB
ihlr-22370	70	20	previous	previous	ADJ
ihlr-22370	70	21	disclosure	disclosure	NOUN
ihlr-22370	70	22	laws	law	NOUN
ihlr-22370	70	23	and	and	CCONJ
ihlr-22370	70	24	policies	policy	NOUN
ihlr-22370	70	25	.	.	PUNCT
ihlr-22370	71	1	part	part	NOUN
ihlr-22370	71	2	iii	iii	NUM
ihlr-22370	71	3	explores	explore	NOUN
ihlr-22370	71	4	many	many	ADJ
ihlr-22370	71	5	of	of	ADP
ihlr-22370	71	6	the	the	DET
ihlr-22370	71	7	stumbles	stumble	NOUN
ihlr-22370	71	8	encountered	encounter	VERB
ihlr-22370	71	9	in	in	ADP
ihlr-22370	71	10	the	the	DET
ihlr-22370	71	11	sunshine	sunshine	PROPN
ihlr-22370	71	12	act	act	PROPN
ihlr-22370	71	13	’s	’s	PART
ihlr-22370	71	14	rollout	rollout	PROPN
ihlr-22370	71	15	and	and	CCONJ
ihlr-22370	71	16	the	the	DET
ihlr-22370	71	17	considerable	considerable	ADJ
ihlr-22370	71	18	implementation	implementation	NOUN
ihlr-22370	71	19	challenges	challenge	NOUN
ihlr-22370	71	20	in	in	ADP
ihlr-22370	71	21	identifying	identify	VERB
ihlr-22370	71	22	and	and	CCONJ
ihlr-22370	71	23	communicating	communicate	VERB
ihlr-22370	71	24	the	the	DET
ihlr-22370	71	25	data	datum	NOUN
ihlr-22370	71	26	about	about	ADP
ihlr-22370	71	27	industry	industry	NOUN
ihlr-22370	71	28	-	-	PUNCT
ihlr-22370	71	29	medicine	medicine	NOUN
ihlr-22370	71	30	financial	financial	ADJ
ihlr-22370	71	31	ties	tie	NOUN
ihlr-22370	71	32	.	.	PUNCT
ihlr-22370	72	1	it	it	PRON
ihlr-22370	72	2	also	also	ADV
ihlr-22370	72	3	considers	consider	VERB
ihlr-22370	72	4	the	the	DET
ihlr-22370	72	5	uncertainty	uncertainty	NOUN
ihlr-22370	72	6	about	about	ADP
ihlr-22370	72	7	the	the	DET
ihlr-22370	72	8	intended	intend	VERB
ihlr-22370	72	9	audiences	audience	NOUN
ihlr-22370	72	10	,	,	PUNCT
ihlr-22370	72	11	the	the	DET
ihlr-22370	72	12	considerable	considerable	ADJ
ihlr-22370	72	13	doubts	doubt	NOUN
ihlr-22370	72	14	about	about	ADP
ihlr-22370	72	15	their	their	PRON
ihlr-22370	72	16	ability	ability	NOUN
ihlr-22370	72	17	to	to	PART
ihlr-22370	72	18	act	act	VERB
ihlr-22370	72	19	on	on	ADP
ihlr-22370	72	20	the	the	DET
ihlr-22370	72	21	information	information	NOUN
ihlr-22370	72	22	,	,	PUNCT
ihlr-22370	72	23	and	and	CCONJ
ihlr-22370	72	24	the	the	DET
ihlr-22370	72	25	possible	possible	ADJ
ihlr-22370	72	26	unintended	unintended	ADJ
ihlr-22370	72	27	effects	effect	NOUN
ihlr-22370	72	28	of	of	ADP
ihlr-22370	72	29	mandatory	mandatory	ADJ
ihlr-22370	72	30	disclosure	disclosure	NOUN
ihlr-22370	72	31	.	.	PUNCT
ihlr-22370	73	1	part	part	NOUN
ihlr-22370	73	2	iv	iv	NUM
ihlr-22370	73	3	analyzes	analyze	VERB
ihlr-22370	73	4	what	what	PRON
ihlr-22370	73	5	the	the	DET
ihlr-22370	73	6	sunshine	sunshine	PROPN
ihlr-22370	73	7	act	act	NOUN
ihlr-22370	73	8	has	have	AUX
ihlr-22370	73	9	revealed	reveal	VERB
ihlr-22370	73	10	about	about	ADP
ihlr-22370	73	11	industry	industry	NOUN
ihlr-22370	73	12	-	-	PUNCT
ihlr-22370	73	13	medicine	medicine	NOUN
ihlr-22370	73	14	financial	financial	ADJ
ihlr-22370	73	15	ties	tie	NOUN
ihlr-22370	73	16	and	and	CCONJ
ihlr-22370	73	17	the	the	DET
ihlr-22370	73	18	important	important	ADJ
ihlr-22370	73	19	ramifications	ramification	NOUN
ihlr-22370	73	20	for	for	ADP
ihlr-22370	73	21	evidence	evidence	NOUN
ihlr-22370	73	22	-	-	PUNCT
ihlr-22370	73	23	based	base	VERB
ihlr-22370	73	24	regulation	regulation	NOUN
ihlr-22370	73	25	of	of	ADP
ihlr-22370	73	26	financial	financial	ADJ
ihlr-22370	73	27	conflicts	conflict	NOUN
ihlr-22370	73	28	.	.	PUNCT
ihlr-22370	74	1	part	part	NOUN
ihlr-22370	74	2	v	v	NOUN
ihlr-22370	74	3	considers	consider	VERB
ihlr-22370	74	4	how	how	SCONJ
ihlr-22370	74	5	,	,	PUNCT
ihlr-22370	74	6	even	even	ADV
ihlr-22370	74	7	in	in	ADP
ihlr-22370	74	8	the	the	DET
ihlr-22370	74	9	new	new	ADJ
ihlr-22370	74	10	era	era	NOUN
ihlr-22370	74	11	of	of	ADP
ihlr-22370	74	12	sunshine	sunshine	NOUN
ihlr-22370	74	13	,	,	PUNCT
ihlr-22370	74	14	significant	significant	ADJ
ihlr-22370	74	15	unknowns	unknown	NOUN
ihlr-22370	74	16	about	about	ADP
ihlr-22370	74	17	financial	financial	ADJ
ihlr-22370	74	18	conflicts	conflict	NOUN
ihlr-22370	74	19	remain	remain	VERB
ihlr-22370	74	20	that	that	PRON
ihlr-22370	74	21	complicate	complicate	VERB
ihlr-22370	74	22	and	and	CCONJ
ihlr-22370	74	23	potentially	potentially	ADV
ihlr-22370	74	24	undermine	undermine	ADJ
ihlr-22370	74	25	effective	effective	ADJ
ihlr-22370	74	26	regulation	regulation	NOUN
ihlr-22370	74	27	.	.	PUNCT
ihlr-22370	75	1	these	these	PRON
ihlr-22370	75	2	include	include	VERB
ihlr-22370	75	3	the	the	DET
ihlr-22370	75	4	actual	actual	ADJ
ihlr-22370	75	5	causal	causal	ADJ
ihlr-22370	75	6	impact	impact	NOUN
ihlr-22370	75	7	of	of	ADP
ihlr-22370	75	8	financial	financial	ADJ
ihlr-22370	75	9	conflicts	conflict	NOUN
ihlr-22370	75	10	,	,	PUNCT
ihlr-22370	75	11	the	the	DET
ihlr-22370	75	12	comparative	comparative	ADJ
ihlr-22370	75	13	effectiveness	effectiveness	NOUN
ihlr-22370	75	14	of	of	ADP
ihlr-22370	75	15	different	different	ADJ
ihlr-22370	75	16	regulatory	regulatory	ADJ
ihlr-22370	75	17	approaches	approach	NOUN
ihlr-22370	75	18	,	,	PUNCT
ihlr-22370	75	19	the	the	DET
ihlr-22370	75	20	optimal	optimal	ADJ
ihlr-22370	75	21	methods	method	NOUN
ihlr-22370	75	22	for	for	ADP
ihlr-22370	75	23	disclosing	disclose	VERB
ihlr-22370	75	24	financial	financial	ADJ
ihlr-22370	75	25	relationships	relationship	NOUN
ihlr-22370	75	26	,	,	PUNCT
ihlr-22370	75	27	what	what	PRON
ihlr-22370	75	28	patients	patient	NOUN
ihlr-22370	75	29	really	really	ADV
ihlr-22370	75	30	think	think	VERB
ihlr-22370	75	31	about	about	ADP
ihlr-22370	75	32	financial	financial	ADJ
ihlr-22370	75	33	conflicts	conflict	NOUN
ihlr-22370	75	34	,	,	PUNCT
ihlr-22370	75	35	and	and	CCONJ
ihlr-22370	75	36	the	the	DET
ihlr-22370	75	37	appropriate	appropriate	ADJ
ihlr-22370	75	38	role	role	NOUN
ihlr-22370	75	39	of	of	ADP
ihlr-22370	75	40	institutional	institutional	ADJ
ihlr-22370	75	41	conflict	conflict	NOUN
ihlr-22370	75	42	of	of	ADP
ihlr-22370	75	43	interest	interest	NOUN
ihlr-22370	75	44	committees	committee	NOUN
ihlr-22370	75	45	in	in	ADP
ihlr-22370	75	46	the	the	DET
ihlr-22370	75	47	monitoring	monitoring	NOUN
ihlr-22370	75	48	of	of	ADP
ihlr-22370	75	49	financial	financial	ADJ
ihlr-22370	75	50	ties	tie	NOUN
ihlr-22370	75	51	.	.	PUNCT
ihlr-22370	76	1	part	part	NOUN
ihlr-22370	76	2	vi	vi	PROPN
ihlr-22370	76	3	concludes	conclude	VERB
ihlr-22370	76	4	.	.	PUNCT
ihlr-22370	77	1	ii	ii	PROPN
ihlr-22370	77	2	.	.	PROPN
ihlr-22370	77	3	sunshine	sunshine	PROPN
ihlr-22370	77	4	act	act	PROPN
ihlr-22370	77	5	and	and	CCONJ
ihlr-22370	77	6	the	the	DET
ihlr-22370	77	7	open	open	ADJ
ihlr-22370	77	8	payments	payment	NOUN
ihlr-22370	77	9	database	database	VERB
ihlr-22370	77	10	the	the	DET
ihlr-22370	77	11	sunshine	sunshine	PROPN
ihlr-22370	77	12	act	act	PROPN
ihlr-22370	77	13	,	,	PUNCT
ihlr-22370	77	14	enacted	enact	VERB
ihlr-22370	77	15	in	in	ADP
ihlr-22370	77	16	2010	2010	NUM
ihlr-22370	77	17	as	as	ADP
ihlr-22370	77	18	part	part	NOUN
ihlr-22370	77	19	of	of	ADP
ihlr-22370	77	20	the	the	DET
ihlr-22370	77	21	larger	large	ADJ
ihlr-22370	77	22	affordable	affordable	ADJ
ihlr-22370	77	23	care	care	NOUN
ihlr-22370	77	24	act	act	PROPN
ihlr-22370	77	25	,	,	PUNCT
ihlr-22370	77	26	70	70	NUM
ihlr-22370	77	27	indiana	indiana	PROPN
ihlr-22370	77	28	health	health	PROPN
ihlr-22370	77	29	law	law	PROPN
ihlr-22370	77	30	review	review	NOUN
ihlr-22370	77	31	[	[	X
ihlr-22370	77	32	vol	vol	NOUN
ihlr-22370	77	33	.	.	PUNCT
ihlr-22370	78	1	15:67	15:67	NUM
ihlr-22370	78	2	is	be	AUX
ihlr-22370	78	3	the	the	DET
ihlr-22370	78	4	first	first	ADJ
ihlr-22370	78	5	comprehensive	comprehensive	ADJ
ihlr-22370	78	6	federal	federal	ADJ
ihlr-22370	78	7	legislation	legislation	NOUN
ihlr-22370	78	8	to	to	PART
ihlr-22370	78	9	require	require	VERB
ihlr-22370	78	10	reporting	reporting	NOUN
ihlr-22370	78	11	of	of	ADP
ihlr-22370	78	12	industrymedicine	industrymedicine	ADJ
ihlr-22370	78	13	financial	financial	ADJ
ihlr-22370	78	14	relationships	relationship	NOUN
ihlr-22370	78	15	.	.	PUNCT
ihlr-22370	79	1	the	the	DET
ihlr-22370	79	2	law	law	NOUN
ihlr-22370	79	3	does	do	AUX
ihlr-22370	79	4	not	not	PART
ihlr-22370	79	5	prohibit	prohibit	VERB
ihlr-22370	79	6	or	or	CCONJ
ihlr-22370	79	7	otherwise	otherwise	ADV
ihlr-22370	79	8	alter	alter	VERB
ihlr-22370	79	9	the	the	DET
ihlr-22370	79	10	financial	financial	ADJ
ihlr-22370	79	11	relationships	relationship	NOUN
ihlr-22370	79	12	that	that	PRON
ihlr-22370	79	13	can	can	AUX
ihlr-22370	79	14	be	be	AUX
ihlr-22370	79	15	created	create	VERB
ihlr-22370	79	16	.	.	PUNCT
ihlr-22370	80	1	but	but	CCONJ
ihlr-22370	80	2	it	it	PRON
ihlr-22370	80	3	does	do	AUX
ihlr-22370	80	4	impose	impose	VERB
ihlr-22370	80	5	the	the	DET
ihlr-22370	80	6	reporting	reporting	NOUN
ihlr-22370	80	7	requirement	requirement	NOUN
ihlr-22370	80	8	,	,	PUNCT
ihlr-22370	80	9	a	a	DET
ihlr-22370	80	10	form	form	NOUN
ihlr-22370	80	11	of	of	ADP
ihlr-22370	80	12	regulation	regulation	NOUN
ihlr-22370	80	13	by	by	ADP
ihlr-22370	80	14	transparency	transparency	NOUN
ihlr-22370	80	15	which	which	PRON
ihlr-22370	80	16	,	,	PUNCT
ihlr-22370	80	17	in	in	ADP
ihlr-22370	80	18	theory	theory	NOUN
ihlr-22370	80	19	,	,	PUNCT
ihlr-22370	80	20	advances	advance	VERB
ihlr-22370	80	21	important	important	ADJ
ihlr-22370	80	22	goals	goal	NOUN
ihlr-22370	80	23	.	.	PUNCT
ihlr-22370	81	1	public	public	ADJ
ihlr-22370	81	2	disclosure	disclosure	NOUN
ihlr-22370	81	3	of	of	ADP
ihlr-22370	81	4	financial	financial	ADJ
ihlr-22370	81	5	ties	tie	NOUN
ihlr-22370	81	6	,	,	PUNCT
ihlr-22370	81	7	by	by	ADP
ihlr-22370	81	8	subjecting	subject	VERB
ihlr-22370	81	9	the	the	DET
ihlr-22370	81	10	parties	party	NOUN
ihlr-22370	81	11	to	to	ADP
ihlr-22370	81	12	increased	increase	VERB
ihlr-22370	81	13	scrutiny	scrutiny	NOUN
ihlr-22370	81	14	and	and	CCONJ
ihlr-22370	81	15	market	market	NOUN
ihlr-22370	81	16	pressures	pressure	NOUN
ihlr-22370	81	17	,	,	PUNCT
ihlr-22370	81	18	may	may	AUX
ihlr-22370	81	19	deter	deter	VERB
ihlr-22370	81	20	problematic	problematic	ADJ
ihlr-22370	81	21	industrymedicine	industrymedicine	ADJ
ihlr-22370	81	22	financial	financial	ADJ
ihlr-22370	81	23	relationships	relationship	NOUN
ihlr-22370	81	24	.	.	PUNCT
ihlr-22370	82	1	further	far	ADV
ihlr-22370	82	2	,	,	PUNCT
ihlr-22370	82	3	increased	increase	VERB
ihlr-22370	82	4	transparency	transparency	NOUN
ihlr-22370	82	5	may	may	AUX
ihlr-22370	82	6	facilitate8	facilitate8	NOUN
ihlr-22370	82	7	improved	improved	ADJ
ihlr-22370	82	8	decision	decision	NOUN
ihlr-22370	82	9	-	-	PUNCT
ihlr-22370	82	10	making	making	NOUN
ihlr-22370	82	11	by	by	ADP
ihlr-22370	82	12	patients	patient	NOUN
ihlr-22370	82	13	,	,	PUNCT
ihlr-22370	82	14	physicians	physician	NOUN
ihlr-22370	82	15	,	,	PUNCT
ihlr-22370	82	16	and	and	CCONJ
ihlr-22370	82	17	other	other	ADJ
ihlr-22370	82	18	stakeholders.9	stakeholders.9	PROPN
ihlr-22370	82	19	the	the	DET
ihlr-22370	82	20	sunshine	sunshine	PROPN
ihlr-22370	82	21	act	act	PROPN
ihlr-22370	82	22	applies	apply	VERB
ihlr-22370	82	23	to	to	ADP
ihlr-22370	82	24	drug	drug	NOUN
ihlr-22370	82	25	companies	company	NOUN
ihlr-22370	82	26	and	and	CCONJ
ihlr-22370	82	27	medical	medical	ADJ
ihlr-22370	82	28	device	device	NOUN
ihlr-22370	82	29	firms	firm	NOUN
ihlr-22370	82	30	manufacturing	manufacture	VERB
ihlr-22370	82	31	products	product	NOUN
ihlr-22370	82	32	covered	cover	VERB
ihlr-22370	82	33	by	by	ADP
ihlr-22370	82	34	medicare	medicare	PROPN
ihlr-22370	82	35	,	,	PUNCT
ihlr-22370	82	36	medicaid	medicaid	PROPN
ihlr-22370	82	37	,	,	PUNCT
ihlr-22370	82	38	or	or	CCONJ
ihlr-22370	82	39	the	the	DET
ihlr-22370	82	40	children	child	NOUN
ihlr-22370	82	41	’s	’s	PART
ihlr-22370	82	42	health	health	NOUN
ihlr-22370	82	43	insurance	insurance	NOUN
ihlr-22370	82	44	program	program	NOUN
ihlr-22370	82	45	.	.	PUNCT
ihlr-22370	83	1	these	these	DET
ihlr-22370	83	2	manufacturers	manufacturer	NOUN
ihlr-22370	83	3	,	,	PUNCT
ihlr-22370	83	4	as	as	ADV
ihlr-22370	83	5	well	well	ADV
ihlr-22370	83	6	as	as	ADP
ihlr-22370	83	7	group	group	NOUN
ihlr-22370	83	8	purchasing10	purchasing10	NOUN
ihlr-22370	83	9	organizations	organization	NOUN
ihlr-22370	83	10	,	,	PUNCT
ihlr-22370	83	11	must	must	AUX
ihlr-22370	83	12	report	report	VERB
ihlr-22370	83	13	annually	annually	ADV
ihlr-22370	83	14	to	to	ADP
ihlr-22370	83	15	the	the	DET
ihlr-22370	83	16	federal	federal	ADJ
ihlr-22370	83	17	government	government	NOUN
ihlr-22370	83	18	if	if	SCONJ
ihlr-22370	83	19	they	they	PRON
ihlr-22370	83	20	have	have	VERB
ihlr-22370	83	21	physician	physician	NOUN
ihlr-22370	83	22	owners	owner	NOUN
ihlr-22370	83	23	or	or	CCONJ
ihlr-22370	83	24	investors	investor	NOUN
ihlr-22370	83	25	.	.	PUNCT
ihlr-22370	84	1	in	in	ADP
ihlr-22370	84	2	addition	addition	NOUN
ihlr-22370	84	3	,	,	PUNCT
ihlr-22370	84	4	manufacturers	manufacturer	NOUN
ihlr-22370	84	5	must	must	AUX
ihlr-22370	84	6	report	report	VERB
ihlr-22370	84	7	annually11	annually11	NOUN
ihlr-22370	84	8	all	all	DET
ihlr-22370	84	9	“	"	PUNCT
ihlr-22370	84	10	transfers	transfer	NOUN
ihlr-22370	84	11	of	of	ADP
ihlr-22370	84	12	value	value	NOUN
ihlr-22370	84	13	”	"	PUNCT
ihlr-22370	84	14	to	to	ADP
ihlr-22370	84	15	physicians	physician	NOUN
ihlr-22370	84	16	and	and	CCONJ
ihlr-22370	84	17	teaching	teaching	NOUN
ihlr-22370	84	18	hospitals	hospital	NOUN
ihlr-22370	84	19	.	.	PUNCT
ihlr-22370	85	1	a	a	DET
ihlr-22370	85	2	“	"	PUNCT
ihlr-22370	85	3	transfer	transfer	NOUN
ihlr-22370	85	4	of12	of12	PROPN
ihlr-22370	85	5	value	value	NOUN
ihlr-22370	85	6	”	"	PUNCT
ihlr-22370	85	7	is	be	AUX
ihlr-22370	85	8	defined	define	VERB
ihlr-22370	85	9	broadly	broadly	ADV
ihlr-22370	85	10	and	and	CCONJ
ihlr-22370	85	11	can	can	AUX
ihlr-22370	85	12	cover	cover	VERB
ihlr-22370	85	13	not	not	PART
ihlr-22370	85	14	only	only	ADV
ihlr-22370	85	15	direct	direct	ADJ
ihlr-22370	85	16	monetary	monetary	ADJ
ihlr-22370	85	17	payments	payment	NOUN
ihlr-22370	85	18	but	but	CCONJ
ihlr-22370	85	19	provision	provision	NOUN
ihlr-22370	85	20	of	of	ADP
ihlr-22370	85	21	food	food	NOUN
ihlr-22370	85	22	,	,	PUNCT
ihlr-22370	85	23	lodging	lodging	NOUN
ihlr-22370	85	24	,	,	PUNCT
ihlr-22370	85	25	equipment	equipment	NOUN
ihlr-22370	85	26	and	and	CCONJ
ihlr-22370	85	27	other	other	ADJ
ihlr-22370	85	28	items	item	NOUN
ihlr-22370	85	29	of	of	ADP
ihlr-22370	85	30	tangible	tangible	ADJ
ihlr-22370	85	31	value	value	NOUN
ihlr-22370	85	32	.	.	PUNCT
ihlr-22370	86	1	the13	the13	NOUN
ihlr-22370	86	2	centers	center	NOUN
ihlr-22370	86	3	for	for	ADP
ihlr-22370	86	4	medicare	medicare	PROPN
ihlr-22370	86	5	and	and	CCONJ
ihlr-22370	86	6	medicaid	medicaid	PROPN
ihlr-22370	86	7	services	service	NOUN
ihlr-22370	86	8	(	(	PUNCT
ihlr-22370	86	9	cms	cms	NOUN
ihlr-22370	86	10	)	)	PUNCT
ihlr-22370	86	11	compiles	compile	VERB
ihlr-22370	86	12	the	the	DET
ihlr-22370	86	13	reported	report	VERB
ihlr-22370	86	14	data	datum	NOUN
ihlr-22370	86	15	and	and	CCONJ
ihlr-22370	86	16	releases	release	VERB
ihlr-22370	86	17	it	it	PRON
ihlr-22370	86	18	on	on	ADP
ihlr-22370	86	19	a	a	DET
ihlr-22370	86	20	publicly	publicly	ADV
ihlr-22370	86	21	available	available	ADJ
ihlr-22370	86	22	and	and	CCONJ
ihlr-22370	86	23	searchable	searchable	ADJ
ihlr-22370	86	24	website	website	NOUN
ihlr-22370	86	25	,	,	PUNCT
ihlr-22370	86	26	known	know	VERB
ihlr-22370	86	27	as	as	ADP
ihlr-22370	86	28	the	the	DET
ihlr-22370	86	29	open	open	ADJ
ihlr-22370	86	30	payments	payment	NOUN
ihlr-22370	86	31	database	database	NOUN
ihlr-22370	86	32	.	.	PUNCT
ihlr-22370	87	1	physicians	physician	NOUN
ihlr-22370	87	2	have	have	VERB
ihlr-22370	87	3	the	the	DET
ihlr-22370	87	4	opportunity	opportunity	NOUN
ihlr-22370	87	5	to	to	PART
ihlr-22370	87	6	review	review	VERB
ihlr-22370	87	7	the	the	DET
ihlr-22370	87	8	manufacturer14	manufacturer14	PROPN
ihlr-22370	87	9	reports	report	VERB
ihlr-22370	87	10	online	online	ADV
ihlr-22370	87	11	during	during	ADP
ihlr-22370	87	12	a	a	DET
ihlr-22370	87	13	limited	limited	ADJ
ihlr-22370	87	14	forty	forty	NUM
ihlr-22370	87	15	-	-	PUNCT
ihlr-22370	87	16	five	five	NUM
ihlr-22370	87	17	day	day	NOUN
ihlr-22370	87	18	time	time	NOUN
ihlr-22370	87	19	window	window	NOUN
ihlr-22370	87	20	before	before	ADP
ihlr-22370	87	21	public	public	ADJ
ihlr-22370	87	22	posting	posting	NOUN
ihlr-22370	87	23	by	by	ADP
ihlr-22370	87	24	cms	cms	NOUN
ihlr-22370	87	25	to	to	ADP
ihlr-22370	87	26	the	the	DET
ihlr-22370	87	27	open	open	ADJ
ihlr-22370	87	28	payments	payment	NOUN
ihlr-22370	87	29	database	database	NOUN
ihlr-22370	87	30	and	and	CCONJ
ihlr-22370	87	31	they	they	PRON
ihlr-22370	87	32	may	may	AUX
ihlr-22370	87	33	access	access	VERB
ihlr-22370	87	34	a	a	DET
ihlr-22370	87	35	dispute	dispute	NOUN
ihlr-22370	87	36	resolution	resolution	NOUN
ihlr-22370	87	37	process	process	NOUN
ihlr-22370	87	38	if	if	SCONJ
ihlr-22370	87	39	they	they	PRON
ihlr-22370	87	40	disagree	disagree	VERB
ihlr-22370	87	41	with	with	ADP
ihlr-22370	87	42	particular	particular	ADJ
ihlr-22370	87	43	reports	report	NOUN
ihlr-22370	87	44	.	.	PUNCT
ihlr-22370	88	1	15	15	NUM
ihlr-22370	88	2	even	even	ADV
ihlr-22370	88	3	small	small	ADJ
ihlr-22370	88	4	dollar	dollar	NOUN
ihlr-22370	88	5	financial	financial	ADJ
ihlr-22370	88	6	relationships	relationship	NOUN
ihlr-22370	88	7	need	need	VERB
ihlr-22370	88	8	to	to	PART
ihlr-22370	88	9	be	be	AUX
ihlr-22370	88	10	reported	report	VERB
ihlr-22370	88	11	.	.	PUNCT
ihlr-22370	89	1	payments	payment	NOUN
ihlr-22370	89	2	of	of	ADP
ihlr-22370	89	3	greater	great	ADJ
ihlr-22370	89	4	than	than	ADP
ihlr-22370	89	5	$	$	SYM
ihlr-22370	89	6	10	10	NUM
ihlr-22370	89	7	per	per	ADP
ihlr-22370	89	8	instance	instance	NOUN
ihlr-22370	89	9	or	or	CCONJ
ihlr-22370	89	10	$	$	SYM
ihlr-22370	89	11	100	100	NUM
ihlr-22370	89	12	per	per	ADP
ihlr-22370	89	13	year	year	NOUN
ihlr-22370	89	14	must	must	AUX
ihlr-22370	89	15	be	be	AUX
ihlr-22370	89	16	disclosed	disclose	VERB
ihlr-22370	89	17	as	as	ADP
ihlr-22370	89	18	“	"	PUNCT
ihlr-22370	89	19	transfers	transfer	NOUN
ihlr-22370	89	20	of	of	ADP
ihlr-22370	89	21	value	value	NOUN
ihlr-22370	89	22	.	.	PUNCT
ihlr-22370	89	23	”	"	PUNCT
ihlr-22370	90	1	in	in	ADP
ihlr-22370	90	2	addition	addition	NOUN
ihlr-22370	90	3	,	,	PUNCT
ihlr-22370	90	4	in	in	ADP
ihlr-22370	90	5	reporting	report	VERB
ihlr-22370	90	6	each	each	DET
ihlr-22370	90	7	payment	payment	NOUN
ihlr-22370	90	8	a	a	DET
ihlr-22370	90	9	manufacturer	manufacturer	NOUN
ihlr-22370	90	10	must	must	AUX
ihlr-22370	90	11	place	place	VERB
ihlr-22370	90	12	it16	it16	PROPN
ihlr-22370	90	13	within	within	ADP
ihlr-22370	90	14	a	a	DET
ihlr-22370	90	15	limited	limited	ADJ
ihlr-22370	90	16	number	number	NOUN
ihlr-22370	90	17	of	of	ADP
ihlr-22370	90	18	categories	category	NOUN
ihlr-22370	90	19	defined	define	VERB
ihlr-22370	90	20	by	by	ADP
ihlr-22370	90	21	the	the	DET
ihlr-22370	90	22	statute	statute	NOUN
ihlr-22370	90	23	and	and	CCONJ
ihlr-22370	90	24	implementing	implement	VERB
ihlr-22370	90	25	regulations	regulation	NOUN
ihlr-22370	90	26	,	,	PUNCT
ihlr-22370	90	27	such	such	ADJ
ihlr-22370	90	28	as	as	ADP
ihlr-22370	90	29	consulting	consulting	NOUN
ihlr-22370	90	30	fees	fee	NOUN
ihlr-22370	90	31	,	,	PUNCT
ihlr-22370	90	32	travel	travel	NOUN
ihlr-22370	90	33	and	and	CCONJ
ihlr-22370	90	34	lodging	lodging	NOUN
ihlr-22370	90	35	,	,	PUNCT
ihlr-22370	90	36	research	research	NOUN
ihlr-22370	90	37	payments	payment	NOUN
ihlr-22370	90	38	,	,	PUNCT
ihlr-22370	90	39	royalty	royalty	NOUN
ihlr-22370	90	40	and	and	CCONJ
ihlr-22370	90	41	license	license	NOUN
ihlr-22370	90	42	fees	fee	NOUN
ihlr-22370	90	43	,	,	PUNCT
ihlr-22370	90	44	and	and	CCONJ
ihlr-22370	90	45	grants	grant	NOUN
ihlr-22370	90	46	.	.	PUNCT
ihlr-22370	91	1	manufacturers	manufacturer	NOUN
ihlr-22370	91	2	began	begin	VERB
ihlr-22370	91	3	collecting	collect	VERB
ihlr-22370	91	4	data	datum	NOUN
ihlr-22370	91	5	in17	in17	PROPN
ihlr-22370	91	6	8	8	NUM
ihlr-22370	91	7	.	.	PUNCT
ihlr-22370	92	1	alison	alison	PROPN
ihlr-22370	92	2	hwong	hwong	PROPN
ihlr-22370	92	3	&	&	CCONJ
ihlr-22370	92	4	lisa	lisa	PROPN
ihlr-22370	92	5	lehmann	lehmann	PROPN
ihlr-22370	92	6	,	,	PUNCT
ihlr-22370	92	7	putting	put	VERB
ihlr-22370	92	8	the	the	DET
ihlr-22370	92	9	patient	patient	NOUN
ihlr-22370	92	10	at	at	ADP
ihlr-22370	92	11	the	the	DET
ihlr-22370	92	12	center	center	NOUN
ihlr-22370	92	13	of	of	ADP
ihlr-22370	92	14	the	the	DET
ihlr-22370	92	15	physician	physician	NOUN
ihlr-22370	92	16	payment	payment	NOUN
ihlr-22370	92	17	sunshine	sunshine	PROPN
ihlr-22370	92	18	act	act	PROPN
ihlr-22370	92	19	,	,	PUNCT
ihlr-22370	92	20	health	health	PROPN
ihlr-22370	92	21	aff	aff	PROPN
ihlr-22370	92	22	.	.	PUNCT
ihlr-22370	93	1	blog	blog	PROPN
ihlr-22370	93	2	(	(	PUNCT
ihlr-22370	93	3	june	june	PROPN
ihlr-22370	93	4	13	13	NUM
ihlr-22370	93	5	,	,	PUNCT
ihlr-22370	93	6	2012	2012	NUM
ihlr-22370	93	7	)	)	PUNCT
ihlr-22370	93	8	,	,	PUNCT
ihlr-22370	93	9	http://healthaffairs.org/blog/	http://healthaffairs.org/blog/	NOUN
ihlr-22370	93	10	2012/06/13	2012/06/13	NUM
ihlr-22370	93	11	/	/	SYM
ihlr-22370	93	12	putting	put	VERB
ihlr-22370	93	13	-	-	PUNCT
ihlr-22370	93	14	the	the	DET
ihlr-22370	93	15	-	-	PUNCT
ihlr-22370	93	16	patient	patient	NOUN
ihlr-22370	93	17	-	-	PUNCT
ihlr-22370	93	18	at	at	ADP
ihlr-22370	93	19	-	-	PUNCT
ihlr-22370	93	20	the	the	DET
ihlr-22370	93	21	-	-	PUNCT
ihlr-22370	93	22	center	center	NOUN
ihlr-22370	93	23	-	-	PUNCT
ihlr-22370	93	24	of	of	ADP
ihlr-22370	93	25	-	-	PUNCT
ihlr-22370	93	26	the	the	DET
ihlr-22370	93	27	-	-	PUNCT
ihlr-22370	93	28	physician	physician	NOUN
ihlr-22370	93	29	-	-	PUNCT
ihlr-22370	93	30	payment	payment	NOUN
ihlr-22370	93	31	-	-	PUNCT
ihlr-22370	93	32	sunshine	sunshine	NOUN
ihlr-22370	93	33	-	-	NOUN
ihlr-22370	93	34	act/	act/	ADJ
ihlr-22370	93	35	[	[	X
ihlr-22370	93	36	https://perma.cc/6h4e-eu3z	https://perma.cc/6h4e-eu3z	PROPN
ihlr-22370	93	37	]	]	X
ihlr-22370	93	38	.	.	PUNCT
ihlr-22370	94	1	9	9	X
ihlr-22370	94	2	.	.	X
ihlr-22370	94	3	medicare	medicare	PROPN
ihlr-22370	94	4	,	,	PUNCT
ihlr-22370	94	5	medicaid	medicaid	PROPN
ihlr-22370	94	6	,	,	PUNCT
ihlr-22370	94	7	children	child	NOUN
ihlr-22370	94	8	’s	’s	PART
ihlr-22370	94	9	health	health	NOUN
ihlr-22370	94	10	insurance	insurance	NOUN
ihlr-22370	94	11	programs	program	NOUN
ihlr-22370	94	12	;	;	PUNCT
ihlr-22370	94	13	transparency	transparency	NOUN
ihlr-22370	94	14	reports	report	NOUN
ihlr-22370	94	15	and	and	CCONJ
ihlr-22370	94	16	reporting	reporting	NOUN
ihlr-22370	94	17	of	of	ADP
ihlr-22370	94	18	physician	physician	NOUN
ihlr-22370	94	19	ownership	ownership	NOUN
ihlr-22370	94	20	or	or	CCONJ
ihlr-22370	94	21	investment	investment	NOUN
ihlr-22370	94	22	interests	interest	NOUN
ihlr-22370	94	23	,	,	PUNCT
ihlr-22370	94	24	78	78	NUM
ihlr-22370	94	25	fed	feed	VERB
ihlr-22370	94	26	.	.	PUNCT
ihlr-22370	95	1	reg	reg	PROPN
ihlr-22370	95	2	.	.	PUNCT
ihlr-22370	95	3	9458	9458	NUM
ihlr-22370	95	4	,	,	PUNCT
ihlr-22370	95	5	9458	9458	NUM
ihlr-22370	95	6	-	-	SYM
ihlr-22370	95	7	59	59	NUM
ihlr-22370	95	8	(	(	PUNCT
ihlr-22370	95	9	2013	2013	NUM
ihlr-22370	95	10	)	)	PUNCT
ihlr-22370	95	11	(	(	PUNCT
ihlr-22370	95	12	codified	codify	VERB
ihlr-22370	95	13	at	at	ADP
ihlr-22370	95	14	42	42	NUM
ihlr-22370	95	15	c.f.r	c.f.r	NOUN
ihlr-22370	95	16	.	.	PUNCT
ihlr-22370	96	1	pts	pts	PROPN
ihlr-22370	96	2	.	.	PROPN
ihlr-22370	96	3	402	402	NUM
ihlr-22370	96	4	,	,	PUNCT
ihlr-22370	96	5	403	403	NUM
ihlr-22370	96	6	)	)	PUNCT
ihlr-22370	96	7	.	.	PUNCT
ihlr-22370	97	1	10	10	NUM
ihlr-22370	97	2	.	.	X
ihlr-22370	98	1	42	42	NUM
ihlr-22370	98	2	u.s.c	u.s.c	ADJ
ihlr-22370	98	3	.	.	PUNCT
ihlr-22370	99	1	§	§	PROPN
ihlr-22370	99	2	1320a-7h(a)(1)(a	1320a-7h(a)(1)(a	NUM
ihlr-22370	99	3	)	)	PUNCT
ihlr-22370	99	4	,	,	PUNCT
ihlr-22370	99	5	(	(	PUNCT
ihlr-22370	99	6	e)(2	e)(2	NOUN
ihlr-22370	99	7	)	)	PUNCT
ihlr-22370	99	8	,	,	PUNCT
ihlr-22370	99	9	(	(	PUNCT
ihlr-22370	99	10	e)(4	e)(4	NUM
ihlr-22370	99	11	)	)	PUNCT
ihlr-22370	99	12	,	,	PUNCT
ihlr-22370	99	13	(	(	PUNCT
ihlr-22370	99	14	e)(5	e)(5	X
ihlr-22370	99	15	)	)	PUNCT
ihlr-22370	99	16	(	(	PUNCT
ihlr-22370	99	17	2012	2012	NUM
ihlr-22370	99	18	)	)	PUNCT
ihlr-22370	99	19	.	.	PUNCT
ihlr-22370	100	1	11	11	NUM
ihlr-22370	100	2	.	.	X
ihlr-22370	100	3	42	42	NUM
ihlr-22370	100	4	u.s.c	u.s.c	ADJ
ihlr-22370	100	5	.	.	PUNCT
ihlr-22370	101	1	§	§	PROPN
ihlr-22370	101	2	1320a-7h(a)(2	1320a-7h(a)(2	NUM
ihlr-22370	101	3	)	)	PUNCT
ihlr-22370	101	4	.	.	PUNCT
ihlr-22370	102	1	12	12	NUM
ihlr-22370	102	2	.	.	X
ihlr-22370	103	1	42	42	NUM
ihlr-22370	103	2	u.s.c	u.s.c	ADJ
ihlr-22370	103	3	.	.	PUNCT
ihlr-22370	104	1	§	§	PROPN
ihlr-22370	104	2	1320a-7h(a)(1	1320a-7h(a)(1	NUM
ihlr-22370	104	3	)	)	PUNCT
ihlr-22370	104	4	,	,	PUNCT
ihlr-22370	104	5	(	(	PUNCT
ihlr-22370	104	6	e)(6	e)(6	X
ihlr-22370	104	7	)	)	PUNCT
ihlr-22370	104	8	.	.	PUNCT
ihlr-22370	105	1	13	13	NUM
ihlr-22370	105	2	.	.	X
ihlr-22370	105	3	42	42	NUM
ihlr-22370	105	4	u.s.c	u.s.c	ADJ
ihlr-22370	105	5	.	.	PUNCT
ihlr-22370	106	1	§	§	PROPN
ihlr-22370	106	2	1320a-7h(e)(10	1320a-7h(e)(10	NUM
ihlr-22370	106	3	)	)	PUNCT
ihlr-22370	106	4	.	.	PUNCT
ihlr-22370	107	1	14	14	NUM
ihlr-22370	107	2	.	.	PUNCT
ihlr-22370	107	3	see	see	VERB
ihlr-22370	107	4	open	open	ADJ
ihlr-22370	107	5	payments	payment	NOUN
ihlr-22370	107	6	,	,	PUNCT
ihlr-22370	107	7	ctrs	ctrs	PROPN
ihlr-22370	107	8	.	.	PROPN
ihlr-22370	108	1	for	for	ADP
ihlr-22370	108	2	medicare	medicare	PROPN
ihlr-22370	108	3	&	&	CCONJ
ihlr-22370	108	4	medicaid	medicaid	PROPN
ihlr-22370	108	5	servs	servs	PROPN
ihlr-22370	108	6	.	.	PUNCT
ihlr-22370	108	7	,	,	PUNCT
ihlr-22370	108	8	https://www.cms.gov/	https://www.cms.gov/	VERB
ihlr-22370	108	9	openpayments/	openpayments/	NUM
ihlr-22370	109	1	[	[	X
ihlr-22370	109	2	https://perma.cc/bdp7-veje	https://perma.cc/bdp7-veje	X
ihlr-22370	109	3	]	]	X
ihlr-22370	109	4	(	(	PUNCT
ihlr-22370	109	5	last	last	ADV
ihlr-22370	109	6	modified	modify	VERB
ihlr-22370	109	7	july	july	PROPN
ihlr-22370	109	8	11	11	NUM
ihlr-22370	109	9	,	,	PUNCT
ihlr-22370	109	10	2017	2017	NUM
ihlr-22370	109	11	,	,	PUNCT
ihlr-22370	109	12	1:32	1:32	NUM
ihlr-22370	109	13	pm	pm	NOUN
ihlr-22370	109	14	)	)	PUNCT
ihlr-22370	109	15	.	.	PUNCT
ihlr-22370	110	1	15	15	NUM
ihlr-22370	110	2	.	.	X
ihlr-22370	110	3	42	42	NUM
ihlr-22370	110	4	c.f.r	c.f.r	NOUN
ihlr-22370	110	5	.	.	PUNCT
ihlr-22370	111	1	§	§	PROPN
ihlr-22370	111	2	403.908(g	403.908(g	PROPN
ihlr-22370	111	3	)	)	PUNCT
ihlr-22370	111	4	.	.	PUNCT
ihlr-22370	112	1	16	16	NUM
ihlr-22370	112	2	.	.	X
ihlr-22370	113	1	42	42	NUM
ihlr-22370	113	2	u.s.c	u.s.c	ADJ
ihlr-22370	113	3	.	.	PUNCT
ihlr-22370	114	1	§	§	PROPN
ihlr-22370	114	2	1320a-7h(e)(10	1320a-7h(e)(10	NUM
ihlr-22370	114	3	)	)	PUNCT
ihlr-22370	114	4	;	;	PUNCT
ihlr-22370	114	5	42	42	NUM
ihlr-22370	114	6	c.f.r	c.f.r	NOUN
ihlr-22370	114	7	.	.	PUNCT
ihlr-22370	115	1	§	§	PROPN
ihlr-22370	115	2	403.904(h	403.904(h	PROPN
ihlr-22370	115	3	)	)	PUNCT
ihlr-22370	115	4	.	.	PUNCT
ihlr-22370	116	1	17	17	NUM
ihlr-22370	116	2	.	.	X
ihlr-22370	116	3	42	42	NUM
ihlr-22370	116	4	u.s.c	u.s.c	ADJ
ihlr-22370	116	5	.	.	PUNCT
ihlr-22370	117	1	§	§	PROPN
ihlr-22370	117	2	1320a-7h(a)(1)(a)(vi	1320a-7h(a)(1)(a)(vi	PROPN
ihlr-22370	117	3	)	)	PUNCT
ihlr-22370	117	4	;	;	PUNCT
ihlr-22370	118	1	42	42	NUM
ihlr-22370	118	2	c.f.r	c.f.r	NOUN
ihlr-22370	118	3	.	.	PUNCT
ihlr-22370	118	4	§	§	PROPN
ihlr-22370	118	5	403.904(e)(2	403.904(e)(2	NUM
ihlr-22370	118	6	)	)	PUNCT
ihlr-22370	118	7	(	(	PUNCT
ihlr-22370	118	8	providing	provide	VERB
ihlr-22370	118	9	that	that	SCONJ
ihlr-22370	118	10	the	the	DET
ihlr-22370	118	11	possible	possible	ADJ
ihlr-22370	118	12	payment	payment	NOUN
ihlr-22370	118	13	categories	category	NOUN
ihlr-22370	118	14	are	be	AUX
ihlr-22370	118	15	consulting	consult	VERB
ihlr-22370	118	16	fees	fee	NOUN
ihlr-22370	118	17	,	,	PUNCT
ihlr-22370	118	18	compensation	compensation	NOUN
ihlr-22370	118	19	for	for	ADP
ihlr-22370	118	20	non	non	ADJ
ihlr-22370	118	21	-	-	ADJ
ihlr-22370	118	22	consulting	consulting	ADJ
ihlr-22370	118	23	services	service	NOUN
ihlr-22370	118	24	such	such	ADJ
ihlr-22370	118	25	as	as	ADP
ihlr-22370	118	26	2018	2018	NUM
ihlr-22370	118	27	]	]	PUNCT
ihlr-22370	118	28	financial	financial	ADJ
ihlr-22370	118	29	conflicts	conflict	NOUN
ihlr-22370	118	30	in	in	ADP
ihlr-22370	118	31	the	the	DET
ihlr-22370	118	32	new	new	ADJ
ihlr-22370	118	33	era	era	NOUN
ihlr-22370	118	34	of	of	ADP
ihlr-22370	118	35	sunshine	sunshine	NOUN
ihlr-22370	118	36	71	71	NUM
ihlr-22370	118	37	august	august	PROPN
ihlr-22370	118	38	2013	2013	NUM
ihlr-22370	118	39	and	and	CCONJ
ihlr-22370	118	40	reporting	report	VERB
ihlr-22370	118	41	it	it	PRON
ihlr-22370	118	42	to	to	ADP
ihlr-22370	118	43	the	the	DET
ihlr-22370	118	44	government	government	NOUN
ihlr-22370	118	45	in	in	ADP
ihlr-22370	118	46	march	march	PROPN
ihlr-22370	118	47	2014	2014	NUM
ihlr-22370	118	48	.	.	PUNCT
ihlr-22370	119	1	cms	cms	NOUN
ihlr-22370	119	2	has	have	AUX
ihlr-22370	119	3	released	release	VERB
ihlr-22370	119	4	the	the	DET
ihlr-22370	119	5	data	datum	NOUN
ihlr-22370	119	6	in	in	ADP
ihlr-22370	119	7	batches	batch	NOUN
ihlr-22370	119	8	.	.	PUNCT
ihlr-22370	120	1	industry	industry	NOUN
ihlr-22370	120	2	-	-	PUNCT
ihlr-22370	120	3	medicine	medicine	NOUN
ihlr-22370	120	4	financial	financial	ADJ
ihlr-22370	120	5	transactions	transaction	NOUN
ihlr-22370	120	6	currently	currently	ADV
ihlr-22370	120	7	posted	post	VERB
ihlr-22370	120	8	to	to	ADP
ihlr-22370	120	9	the	the	DET
ihlr-22370	120	10	open	open	ADJ
ihlr-22370	120	11	payments	payment	NOUN
ihlr-22370	120	12	database	database	NOUN
ihlr-22370	120	13	cover	cover	VERB
ihlr-22370	120	14	the	the	DET
ihlr-22370	120	15	latter	latter	ADJ
ihlr-22370	120	16	part	part	NOUN
ihlr-22370	120	17	of	of	ADP
ihlr-22370	120	18	2013	2013	NUM
ihlr-22370	120	19	,	,	PUNCT
ihlr-22370	120	20	and	and	CCONJ
ihlr-22370	120	21	all	all	PRON
ihlr-22370	120	22	of	of	ADP
ihlr-22370	120	23	2014–2016.18	2014–2016.18	NUM
ihlr-22370	120	24	manufacturers	manufacturer	NOUN
ihlr-22370	120	25	who	who	PRON
ihlr-22370	120	26	violate	violate	VERB
ihlr-22370	120	27	the	the	DET
ihlr-22370	120	28	reporting	reporting	NOUN
ihlr-22370	120	29	requirements	requirement	NOUN
ihlr-22370	120	30	risk	risk	VERB
ihlr-22370	120	31	civil	civil	ADJ
ihlr-22370	120	32	fines	fine	NOUN
ihlr-22370	120	33	up	up	ADP
ihlr-22370	120	34	to	to	PART
ihlr-22370	120	35	$	$	SYM
ihlr-22370	120	36	10,000	10,000	NUM
ihlr-22370	120	37	for	for	ADP
ihlr-22370	120	38	each	each	DET
ihlr-22370	120	39	violation	violation	NOUN
ihlr-22370	120	40	,	,	PUNCT
ihlr-22370	120	41	capped	cap	VERB
ihlr-22370	120	42	annually	annually	ADV
ihlr-22370	120	43	at	at	ADP
ihlr-22370	120	44	$	$	SYM
ihlr-22370	120	45	150,000	150,000	NUM
ihlr-22370	120	46	.	.	PUNCT
ihlr-22370	121	1	knowing	know	VERB
ihlr-22370	121	2	violations19	violations19	PROPN
ihlr-22370	121	3	are	be	AUX
ihlr-22370	121	4	subject	subject	ADJ
ihlr-22370	121	5	to	to	ADP
ihlr-22370	121	6	civil	civil	ADJ
ihlr-22370	121	7	fines	fine	NOUN
ihlr-22370	121	8	of	of	ADP
ihlr-22370	121	9	up	up	ADP
ihlr-22370	121	10	to	to	PART
ihlr-22370	121	11	$	$	SYM
ihlr-22370	121	12	100,000	100,000	NUM
ihlr-22370	121	13	for	for	ADP
ihlr-22370	121	14	each	each	DET
ihlr-22370	121	15	incident	incident	NOUN
ihlr-22370	121	16	,	,	PUNCT
ihlr-22370	121	17	capped	cap	VERB
ihlr-22370	121	18	annually	annually	ADV
ihlr-22370	121	19	at	at	ADP
ihlr-22370	121	20	$	$	SYM
ihlr-22370	121	21	1	1	NUM
ihlr-22370	121	22	million	million	NUM
ihlr-22370	121	23	.	.	PUNCT
ihlr-22370	122	1	the	the	DET
ihlr-22370	122	2	fines	fine	NOUN
ihlr-22370	122	3	are	be	AUX
ihlr-22370	122	4	one	one	NUM
ihlr-22370	122	5	-	-	PUNCT
ihlr-22370	122	6	sided	sided	ADJ
ihlr-22370	122	7	in	in	ADP
ihlr-22370	122	8	application	application	NOUN
ihlr-22370	122	9	.	.	PUNCT
ihlr-22370	123	1	recipients	recipient	NOUN
ihlr-22370	123	2	of	of	ADP
ihlr-22370	123	3	payments	payment	NOUN
ihlr-22370	123	4	,	,	PUNCT
ihlr-22370	123	5	such20	such20	NOUN
ihlr-22370	123	6	as	as	ADP
ihlr-22370	123	7	physicians	physician	NOUN
ihlr-22370	123	8	and	and	CCONJ
ihlr-22370	123	9	teaching	teaching	NOUN
ihlr-22370	123	10	hospitals	hospital	NOUN
ihlr-22370	123	11	,	,	PUNCT
ihlr-22370	123	12	have	have	VERB
ihlr-22370	123	13	no	no	DET
ihlr-22370	123	14	direct	direct	ADJ
ihlr-22370	123	15	reporting	reporting	NOUN
ihlr-22370	123	16	obligation	obligation	NOUN
ihlr-22370	123	17	.	.	PUNCT
ihlr-22370	124	1	instead	instead	ADV
ihlr-22370	124	2	the	the	DET
ihlr-22370	124	3	manufacturers	manufacturer	NOUN
ihlr-22370	124	4	making	make	VERB
ihlr-22370	124	5	the	the	DET
ihlr-22370	124	6	payments	payment	NOUN
ihlr-22370	124	7	bear	bear	VERB
ihlr-22370	124	8	the	the	DET
ihlr-22370	124	9	full	full	ADJ
ihlr-22370	124	10	reporting	reporting	NOUN
ihlr-22370	124	11	burden	burden	NOUN
ihlr-22370	124	12	and	and	CCONJ
ihlr-22370	124	13	face	face	VERB
ihlr-22370	124	14	possible	possible	ADJ
ihlr-22370	124	15	sanction	sanction	NOUN
ihlr-22370	124	16	for	for	ADP
ihlr-22370	124	17	non	non	ADJ
ihlr-22370	124	18	-	-	NOUN
ihlr-22370	124	19	compliance	compliance	NOUN
ihlr-22370	124	20	.	.	PUNCT
ihlr-22370	125	1	the	the	DET
ihlr-22370	125	2	sunshine	sunshine	PROPN
ihlr-22370	125	3	act	act	NOUN
ihlr-22370	125	4	expands	expand	VERB
ihlr-22370	125	5	upon	upon	SCONJ
ihlr-22370	125	6	and	and	CCONJ
ihlr-22370	125	7	amplifies	amplify	VERB
ihlr-22370	125	8	previous	previous	ADJ
ihlr-22370	125	9	disclosure	disclosure	NOUN
ihlr-22370	125	10	laws	law	NOUN
ihlr-22370	125	11	and	and	CCONJ
ihlr-22370	125	12	programs	program	NOUN
ihlr-22370	125	13	.	.	PUNCT
ihlr-22370	126	1	as	as	ADP
ihlr-22370	126	2	for	for	ADP
ihlr-22370	126	3	institutional	institutional	ADJ
ihlr-22370	126	4	policies	policy	NOUN
ihlr-22370	126	5	and	and	CCONJ
ihlr-22370	126	6	rules	rule	NOUN
ihlr-22370	126	7	,	,	PUNCT
ihlr-22370	126	8	many	many	ADJ
ihlr-22370	126	9	medical	medical	ADJ
ihlr-22370	126	10	journals	journal	NOUN
ihlr-22370	126	11	now	now	ADV
ihlr-22370	126	12	require	require	VERB
ihlr-22370	126	13	authors	author	NOUN
ihlr-22370	126	14	to	to	PART
ihlr-22370	126	15	disclose	disclose	VERB
ihlr-22370	126	16	financial	financial	ADJ
ihlr-22370	126	17	relationships	relationship	NOUN
ihlr-22370	126	18	with	with	ADP
ihlr-22370	126	19	industry	industry	NOUN
ihlr-22370	126	20	.	.	PUNCT
ihlr-22370	127	1	similarly	similarly	ADV
ihlr-22370	127	2	,	,	PUNCT
ihlr-22370	127	3	health	health	NOUN
ihlr-22370	127	4	care21	care21	NOUN
ihlr-22370	127	5	institutions	institution	NOUN
ihlr-22370	127	6	commonly	commonly	ADV
ihlr-22370	127	7	have	have	VERB
ihlr-22370	127	8	internal	internal	ADJ
ihlr-22370	127	9	policies	policy	NOUN
ihlr-22370	127	10	requiring	require	VERB
ihlr-22370	127	11	medical	medical	ADJ
ihlr-22370	127	12	staff	staff	NOUN
ihlr-22370	127	13	to	to	PART
ihlr-22370	127	14	disclose	disclose	VERB
ihlr-22370	127	15	industry	industry	NOUN
ihlr-22370	127	16	financial	financial	ADJ
ihlr-22370	127	17	ties	tie	NOUN
ihlr-22370	127	18	to	to	ADP
ihlr-22370	127	19	conflicts	conflict	NOUN
ihlr-22370	127	20	of	of	ADP
ihlr-22370	127	21	interest	interest	NOUN
ihlr-22370	127	22	committees	committee	NOUN
ihlr-22370	127	23	within	within	ADP
ihlr-22370	127	24	their	their	PRON
ihlr-22370	127	25	institution	institution	NOUN
ihlr-22370	127	26	for	for	ADP
ihlr-22370	127	27	further	further	ADJ
ihlr-22370	127	28	evaluation	evaluation	NOUN
ihlr-22370	127	29	and	and	CCONJ
ihlr-22370	127	30	management	management	NOUN
ihlr-22370	127	31	.	.	PUNCT
ihlr-22370	128	1	as	as	ADP
ihlr-22370	128	2	for	for	ADP
ihlr-22370	128	3	direct	direct	ADJ
ihlr-22370	128	4	reporting	reporting	NOUN
ihlr-22370	128	5	laws	law	NOUN
ihlr-22370	128	6	,	,	PUNCT
ihlr-22370	128	7	a	a	DET
ihlr-22370	128	8	handful22	handful22	NOUN
ihlr-22370	128	9	of	of	ADP
ihlr-22370	128	10	states	state	NOUN
ihlr-22370	128	11	,	,	PUNCT
ihlr-22370	128	12	such	such	ADJ
ihlr-22370	128	13	as	as	ADP
ihlr-22370	128	14	massachusetts	massachusetts	PROPN
ihlr-22370	128	15	,	,	PUNCT
ihlr-22370	128	16	minnesota	minnesota	PROPN
ihlr-22370	128	17	,	,	PUNCT
ihlr-22370	128	18	and	and	CCONJ
ihlr-22370	128	19	vermont	vermont	PROPN
ihlr-22370	128	20	,	,	PUNCT
ihlr-22370	128	21	have	have	AUX
ihlr-22370	128	22	previously	previously	ADV
ihlr-22370	128	23	enacted	enact	VERB
ihlr-22370	128	24	their	their	PRON
ihlr-22370	128	25	own	own	ADJ
ihlr-22370	128	26	sunshine	sunshine	NOUN
ihlr-22370	128	27	laws	law	NOUN
ihlr-22370	128	28	,	,	PUNCT
ihlr-22370	128	29	but	but	CCONJ
ihlr-22370	128	30	the	the	DET
ihlr-22370	128	31	state	state	NOUN
ihlr-22370	128	32	laws	law	NOUN
ihlr-22370	128	33	vary	vary	VERB
ihlr-22370	128	34	in	in	ADP
ihlr-22370	128	35	terms	term	NOUN
ihlr-22370	128	36	of	of	ADP
ihlr-22370	128	37	the23	the23	NOUN
ihlr-22370	128	38	minimum	minimum	NOUN
ihlr-22370	128	39	value	value	NOUN
ihlr-22370	128	40	that	that	PRON
ihlr-22370	128	41	triggers	trigger	VERB
ihlr-22370	128	42	reporting	reporting	NOUN
ihlr-22370	128	43	of	of	ADP
ihlr-22370	128	44	payments	payment	NOUN
ihlr-22370	128	45	,	,	PUNCT
ihlr-22370	128	46	the	the	DET
ihlr-22370	128	47	exceptions	exception	NOUN
ihlr-22370	128	48	that	that	PRON
ihlr-22370	128	49	apply	apply	VERB
ihlr-22370	128	50	,	,	PUNCT
ihlr-22370	128	51	and	and	CCONJ
ihlr-22370	128	52	other	other	ADJ
ihlr-22370	128	53	material	material	NOUN
ihlr-22370	128	54	terms	term	NOUN
ihlr-22370	128	55	.	.	PUNCT
ihlr-22370	129	1	also	also	ADV
ihlr-22370	129	2	,	,	PUNCT
ihlr-22370	129	3	the	the	DET
ihlr-22370	129	4	department	department	NOUN
ihlr-22370	129	5	of	of	ADP
ihlr-22370	129	6	justice	justice	PROPN
ihlr-22370	129	7	has	have	AUX
ihlr-22370	129	8	negotiated	negotiate	VERB
ihlr-22370	129	9	fraud	fraud	NOUN
ihlr-22370	129	10	and	and	CCONJ
ihlr-22370	129	11	abuse	abuse	NOUN
ihlr-22370	129	12	settlements	settlement	NOUN
ihlr-22370	129	13	with	with	ADP
ihlr-22370	129	14	several	several	ADJ
ihlr-22370	129	15	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	129	16	companies	company	NOUN
ihlr-22370	129	17	,	,	PUNCT
ihlr-22370	129	18	such	such	ADJ
ihlr-22370	129	19	as	as	ADP
ihlr-22370	129	20	eli	eli	PROPN
ihlr-22370	129	21	lilly	lilly	PROPN
ihlr-22370	129	22	and	and	CCONJ
ihlr-22370	129	23	co.	co.	PROPN
ihlr-22370	129	24	,	,	PUNCT
ihlr-22370	129	25	requiring	require	VERB
ihlr-22370	129	26	public	public	ADJ
ihlr-22370	129	27	disclosure	disclosure	NOUN
ihlr-22370	129	28	of	of	ADP
ihlr-22370	129	29	their	their	PRON
ihlr-22370	129	30	payments	payment	NOUN
ihlr-22370	129	31	to	to	ADP
ihlr-22370	129	32	physicians	physician	NOUN
ihlr-22370	129	33	.	.	PUNCT
ihlr-22370	130	1	24	24	NUM
ihlr-22370	130	2	speaker	speaker	NOUN
ihlr-22370	130	3	fees	fee	NOUN
ihlr-22370	130	4	,	,	PUNCT
ihlr-22370	130	5	honoraria	honorarium	NOUN
ihlr-22370	130	6	,	,	PUNCT
ihlr-22370	130	7	gifts	gift	NOUN
ihlr-22370	130	8	,	,	PUNCT
ihlr-22370	130	9	entertainment	entertainment	NOUN
ihlr-22370	130	10	,	,	PUNCT
ihlr-22370	130	11	food	food	NOUN
ihlr-22370	130	12	and	and	CCONJ
ihlr-22370	130	13	beverage	beverage	NOUN
ihlr-22370	130	14	,	,	PUNCT
ihlr-22370	130	15	travel	travel	NOUN
ihlr-22370	130	16	and	and	CCONJ
ihlr-22370	130	17	lodging	lodging	NOUN
ihlr-22370	130	18	,	,	PUNCT
ihlr-22370	130	19	education	education	NOUN
ihlr-22370	130	20	,	,	PUNCT
ihlr-22370	130	21	research	research	NOUN
ihlr-22370	130	22	-	-	PUNCT
ihlr-22370	130	23	related	relate	VERB
ihlr-22370	130	24	payments	payment	NOUN
ihlr-22370	130	25	,	,	PUNCT
ihlr-22370	130	26	charitable	charitable	ADJ
ihlr-22370	130	27	contributions	contribution	NOUN
ihlr-22370	130	28	,	,	PUNCT
ihlr-22370	130	29	royalties	royalty	NOUN
ihlr-22370	130	30	and	and	CCONJ
ihlr-22370	130	31	license	license	NOUN
ihlr-22370	130	32	fees	fee	NOUN
ihlr-22370	130	33	,	,	PUNCT
ihlr-22370	130	34	payments	payment	NOUN
ihlr-22370	130	35	related	relate	VERB
ihlr-22370	130	36	to	to	ADP
ihlr-22370	130	37	ownership	ownership	NOUN
ihlr-22370	130	38	and	and	CCONJ
ihlr-22370	130	39	investment	investment	NOUN
ihlr-22370	130	40	interests	interest	NOUN
ihlr-22370	130	41	,	,	PUNCT
ihlr-22370	130	42	speaker	speaker	NOUN
ihlr-22370	130	43	/	/	SYM
ihlr-22370	130	44	faculty	faculty	NOUN
ihlr-22370	130	45	fees	fee	NOUN
ihlr-22370	130	46	for	for	ADP
ihlr-22370	130	47	non	non	ADJ
ihlr-22370	130	48	-	-	ADJ
ihlr-22370	130	49	accredited	accredited	ADJ
ihlr-22370	130	50	educational	educational	ADJ
ihlr-22370	130	51	events	event	NOUN
ihlr-22370	130	52	,	,	PUNCT
ihlr-22370	130	53	speaker	speaker	NOUN
ihlr-22370	130	54	/	/	SYM
ihlr-22370	130	55	faculty	faculty	NOUN
ihlr-22370	130	56	fees	fee	NOUN
ihlr-22370	130	57	for	for	ADP
ihlr-22370	130	58	accredited	accredit	VERB
ihlr-22370	130	59	continuing	continue	VERB
ihlr-22370	130	60	education	education	NOUN
ihlr-22370	130	61	programs	program	NOUN
ihlr-22370	130	62	,	,	PUNCT
ihlr-22370	130	63	grants	grant	NOUN
ihlr-22370	130	64	,	,	PUNCT
ihlr-22370	130	65	and	and	CCONJ
ihlr-22370	130	66	space	space	NOUN
ihlr-22370	130	67	rental	rental	NOUN
ihlr-22370	130	68	or	or	CCONJ
ihlr-22370	130	69	facility	facility	NOUN
ihlr-22370	130	70	fees	fee	NOUN
ihlr-22370	130	71	)	)	PUNCT
ihlr-22370	130	72	.	.	PUNCT
ihlr-22370	131	1	18	18	NUM
ihlr-22370	131	2	.	.	PUNCT
ihlr-22370	131	3	see	see	VERB
ihlr-22370	131	4	open	open	ADJ
ihlr-22370	131	5	payments	payment	NOUN
ihlr-22370	131	6	,	,	PUNCT
ihlr-22370	131	7	supra	supra	PROPN
ihlr-22370	131	8	note	note	NOUN
ihlr-22370	131	9	14	14	NUM
ihlr-22370	131	10	.	.	PUNCT
ihlr-22370	132	1	19	19	NUM
ihlr-22370	132	2	.	.	NOUN
ihlr-22370	132	3	42	42	NUM
ihlr-22370	132	4	u.s.c	u.s.c	ADJ
ihlr-22370	132	5	.	.	PUNCT
ihlr-22370	133	1	§	§	PROPN
ihlr-22370	133	2	1320a-7h(b)(1	1320a-7h(b)(1	NUM
ihlr-22370	133	3	)	)	PUNCT
ihlr-22370	133	4	.	.	PUNCT
ihlr-22370	134	1	20	20	NUM
ihlr-22370	134	2	.	.	X
ihlr-22370	135	1	42	42	NUM
ihlr-22370	135	2	u.s.c.§	u.s.c.§	NOUN
ihlr-22370	135	3	1320a-7h(b)(2	1320a-7h(b)(2	NUM
ihlr-22370	135	4	)	)	PUNCT
ihlr-22370	135	5	.	.	PUNCT
ihlr-22370	136	1	21	21	NUM
ihlr-22370	136	2	.	.	X
ihlr-22370	137	1	see	see	VERB
ihlr-22370	137	2	,	,	PUNCT
ihlr-22370	137	3	e.g.	e.g.	ADV
ihlr-22370	137	4	,	,	PUNCT
ihlr-22370	137	5	int’l	int’l	NUM
ihlr-22370	137	6	comm	comm	NOUN
ihlr-22370	137	7	.	.	PUNCT
ihlr-22370	138	1	med	med	PROPN
ihlr-22370	138	2	.	.	PUNCT
ihlr-22370	139	1	j.	j.	PROPN
ihlr-22370	139	2	editors	editors	PROPN
ihlr-22370	139	3	,	,	PUNCT
ihlr-22370	139	4	form	form	NOUN
ihlr-22370	139	5	for	for	ADP
ihlr-22370	139	6	disclosure	disclosure	NOUN
ihlr-22370	139	7	of	of	ADP
ihlr-22370	139	8	potential	potential	ADJ
ihlr-22370	139	9	conflicts	conflict	NOUN
ihlr-22370	139	10	of	of	ADP
ihlr-22370	139	11	interest	interest	NOUN
ihlr-22370	139	12	,	,	PUNCT
ihlr-22370	139	13	icmje	icmje	PROPN
ihlr-22370	139	14	,	,	PUNCT
ihlr-22370	139	15	http://www.icmje.org/conflicts-of-interest/	http://www.icmje.org/conflicts-of-interest/	X
ihlr-22370	140	1	[	[	X
ihlr-22370	140	2	https://perma.cc/67ut-3cjh	https://perma.cc/67ut-3cjh	X
ihlr-22370	140	3	]	]	PUNCT
ihlr-22370	140	4	(	(	PUNCT
ihlr-22370	140	5	last	last	ADV
ihlr-22370	140	6	visited	visit	VERB
ihlr-22370	140	7	june	june	PROPN
ihlr-22370	140	8	23	23	NUM
ihlr-22370	140	9	,	,	PUNCT
ihlr-22370	140	10	2017	2017	NUM
ihlr-22370	140	11	)	)	PUNCT
ihlr-22370	140	12	.	.	PUNCT
ihlr-22370	141	1	22	22	NUM
ihlr-22370	141	2	.	.	PUNCT
ihlr-22370	142	1	see	see	VERB
ihlr-22370	142	2	,	,	PUNCT
ihlr-22370	142	3	e.g.	e.g.	ADV
ihlr-22370	142	4	,	,	PUNCT
ihlr-22370	142	5	u.	u.	PROPN
ihlr-22370	142	6	mich	mich	PROPN
ihlr-22370	142	7	.	.	PUNCT
ihlr-22370	143	1	office	office	NOUN
ihlr-22370	143	2	of	of	ADP
ihlr-22370	143	3	res	re	NOUN
ihlr-22370	143	4	.	.	PUNCT
ihlr-22370	143	5	,	,	PUNCT
ihlr-22370	143	6	conflict	conflict	NOUN
ihlr-22370	143	7	of	of	ADP
ihlr-22370	143	8	interest	interest	NOUN
ihlr-22370	143	9	,	,	PUNCT
ihlr-22370	143	10	res	re	NOUN
ihlr-22370	143	11	.	.	PUNCT
ihlr-22370	144	1	ethics	ethic	NOUN
ihlr-22370	144	2	&	&	CCONJ
ihlr-22370	144	3	compliance	compliance	PROPN
ihlr-22370	144	4	u.	u.	PROPN
ihlr-22370	144	5	mich	mich	PROPN
ihlr-22370	144	6	.	.	PUNCT
ihlr-22370	145	1	(	(	PUNCT
ihlr-22370	145	2	march	march	PROPN
ihlr-22370	145	3	31	31	NUM
ihlr-22370	145	4	,	,	PUNCT
ihlr-22370	145	5	2017	2017	NUM
ihlr-22370	145	6	)	)	PUNCT
ihlr-22370	145	7	,	,	PUNCT
ihlr-22370	145	8	http://research-compliance.umich.edu/conflict-interest-coi	http://research-compliance.umich.edu/conflict-interest-coi	PROPN
ihlr-22370	146	1	[	[	X
ihlr-22370	146	2	https://perma.cc/f3p4-etex	https://perma.cc/f3p4-etex	NOUN
ihlr-22370	146	3	]	]	X
ihlr-22370	146	4	;	;	PUNCT
ihlr-22370	146	5	wfbmc	wfbmc	VERB
ihlr-22370	146	6	conflict	conflict	NOUN
ihlr-22370	146	7	of	of	ADP
ihlr-22370	146	8	interest	interest	NOUN
ihlr-22370	146	9	office	office	NOUN
ihlr-22370	146	10	,	,	PUNCT
ihlr-22370	146	11	policy	policy	NOUN
ihlr-22370	146	12	on	on	ADP
ihlr-22370	146	13	conflict	conflict	NOUN
ihlr-22370	146	14	of	of	ADP
ihlr-22370	146	15	commitment	commitment	NOUN
ihlr-22370	146	16	and	and	CCONJ
ihlr-22370	146	17	conflict	conflict	NOUN
ihlr-22370	146	18	of	of	ADP
ihlr-22370	146	19	interest	interest	NOUN
ihlr-22370	146	20	,	,	PUNCT
ihlr-22370	146	21	wake	wake	VERB
ihlr-22370	146	22	forest	forest	NOUN
ihlr-22370	146	23	baptist	baptist	PROPN
ihlr-22370	146	24	med	med	PROPN
ihlr-22370	146	25	.	.	PUNCT
ihlr-22370	146	26	ctr	ctr	PROPN
ihlr-22370	146	27	.	.	PUNCT
ihlr-22370	147	1	8&9	8&9	PROPN
ihlr-22370	147	2	,	,	PUNCT
ihlr-22370	147	3	file:///c:/users/	file:///c:/users/	ADJ
ihlr-22370	147	4	sdrs8	sdrs8	NOUN
ihlr-22370	147	5	/	/	SYM
ihlr-22370	147	6	downloads	download	NOUN
ihlr-22370	147	7	/	/	SYM
ihlr-22370	147	8	approved%20mcconnell_coi_policy%202012_09_05[1]%20(1).pdf	approved%20mcconnell_coi_policy%202012_09_05[1]%20(1).pdf	PROPN
ihlr-22370	148	1	[	[	X
ihlr-22370	148	2	https://perma.cc/pqt6-y7yh	https://perma.cc/pqt6-y7yh	X
ihlr-22370	148	3	]	]	X
ihlr-22370	148	4	(	(	PUNCT
ihlr-22370	148	5	last	last	ADJ
ihlr-22370	148	6	updated	update	VERB
ihlr-22370	148	7	aug	aug	PROPN
ihlr-22370	148	8	.	.	PROPN
ihlr-22370	148	9	24	24	NUM
ihlr-22370	148	10	,	,	PUNCT
ihlr-22370	148	11	2012	2012	NUM
ihlr-22370	148	12	)	)	PUNCT
ihlr-22370	148	13	.	.	PUNCT
ihlr-22370	149	1	23	23	NUM
ihlr-22370	149	2	.	.	PUNCT
ihlr-22370	150	1	see	see	VERB
ihlr-22370	150	2	mass	mass	PROPN
ihlr-22370	150	3	.	.	PUNCT
ihlr-22370	151	1	gen	gen	PROPN
ihlr-22370	151	2	.	.	PROPN
ihlr-22370	151	3	laws	laws	PROPN
ihlr-22370	151	4	ch	ch	PROPN
ihlr-22370	151	5	.	.	PUNCT
ihlr-22370	151	6	111n	111n	PROPN
ihlr-22370	151	7	,	,	PUNCT
ihlr-22370	151	8	§	§	PROPN
ihlr-22370	151	9	6	6	NUM
ihlr-22370	151	10	(	(	PUNCT
ihlr-22370	151	11	2012	2012	NUM
ihlr-22370	151	12	)	)	PUNCT
ihlr-22370	151	13	;	;	PUNCT
ihlr-22370	151	14	minn	minn	PROPN
ihlr-22370	151	15	.	.	PUNCT
ihlr-22370	151	16	stat	stat	PROPN
ihlr-22370	151	17	.	.	PUNCT
ihlr-22370	152	1	§	§	PROPN
ihlr-22370	152	2	151.47(f	151.47(f	NUM
ihlr-22370	152	3	)	)	PUNCT
ihlr-22370	152	4	(	(	PUNCT
ihlr-22370	152	5	2013	2013	NUM
ihlr-22370	152	6	)	)	PUNCT
ihlr-22370	152	7	;	;	PUNCT
ihlr-22370	152	8	vt	vt	PROPN
ihlr-22370	152	9	.	.	PROPN
ihlr-22370	152	10	stat	stat	PROPN
ihlr-22370	152	11	.	.	PUNCT
ihlr-22370	153	1	ann	ann	PROPN
ihlr-22370	153	2	.	.	PUNCT
ihlr-22370	154	1	tit	tit	PROPN
ihlr-22370	154	2	.	.	PROPN
ihlr-22370	155	1	18	18	NUM
ihlr-22370	155	2	,	,	PUNCT
ihlr-22370	155	3	§	§	PROPN
ihlr-22370	155	4	4632	4632	NUM
ihlr-22370	155	5	(	(	PUNCT
ihlr-22370	155	6	2016	2016	NUM
ihlr-22370	155	7	)	)	PUNCT
ihlr-22370	155	8	.	.	PUNCT
ihlr-22370	156	1	24	24	NUM
ihlr-22370	156	2	.	.	PUNCT
ihlr-22370	157	1	eli	eli	PROPN
ihlr-22370	157	2	lilly	lilly	PROPN
ihlr-22370	157	3	&	&	CCONJ
ihlr-22370	157	4	co.	co.	PROPN
ihlr-22370	157	5	agrees	agree	VERB
ihlr-22370	157	6	to	to	PART
ihlr-22370	157	7	pay	pay	VERB
ihlr-22370	157	8	$	$	SYM
ihlr-22370	157	9	1.415	1.415	NUM
ihlr-22370	157	10	billion	billion	NUM
ihlr-22370	157	11	to	to	PART
ihlr-22370	157	12	resolve	resolve	VERB
ihlr-22370	157	13	allegations	allegation	NOUN
ihlr-22370	157	14	of	of	ADP
ihlr-22370	157	15	off	off	ADP
ihlr-22370	157	16	-	-	PUNCT
ihlr-22370	157	17	label	label	NOUN
ihlr-22370	157	18	promotion	promotion	NOUN
ihlr-22370	157	19	of	of	ADP
ihlr-22370	157	20	zyprexa	zyprexa	PROPN
ihlr-22370	157	21	,	,	PUNCT
ihlr-22370	157	22	dep’t	dep’t	NOUN
ihlr-22370	157	23	of	of	ADP
ihlr-22370	157	24	justice	justice	NOUN
ihlr-22370	157	25	(	(	PUNCT
ihlr-22370	157	26	jan	jan	PROPN
ihlr-22370	157	27	.	.	PROPN
ihlr-22370	157	28	15	15	NUM
ihlr-22370	157	29	,	,	PUNCT
ihlr-22370	157	30	2009	2009	NUM
ihlr-22370	157	31	)	)	PUNCT
ihlr-22370	157	32	,	,	PUNCT
ihlr-22370	157	33	https://www.justice.gov/archive/opa/pr/	https://www.justice.gov/archive/opa/pr/	PROPN
ihlr-22370	157	34	72	72	NUM
ihlr-22370	157	35	indiana	indiana	PROPN
ihlr-22370	157	36	health	health	PROPN
ihlr-22370	157	37	law	law	NOUN
ihlr-22370	157	38	review	review	NOUN
ihlr-22370	158	1	[	[	X
ihlr-22370	158	2	vol	vol	NOUN
ihlr-22370	158	3	.	.	PUNCT
ihlr-22370	159	1	15:67	15:67	NUM
ihlr-22370	159	2	federal	federal	ADJ
ihlr-22370	159	3	regulations	regulation	NOUN
ihlr-22370	159	4	also	also	ADV
ihlr-22370	159	5	require	require	VERB
ihlr-22370	159	6	reporting	reporting	NOUN
ihlr-22370	159	7	of	of	ADP
ihlr-22370	159	8	certain	certain	ADJ
ihlr-22370	159	9	medical	medical	ADJ
ihlr-22370	159	10	industry	industry	NOUN
ihlr-22370	159	11	financial	financial	ADJ
ihlr-22370	159	12	ties	tie	NOUN
ihlr-22370	159	13	,	,	PUNCT
ihlr-22370	159	14	but	but	CCONJ
ihlr-22370	159	15	these	these	PRON
ihlr-22370	159	16	apply	apply	VERB
ihlr-22370	159	17	only	only	ADV
ihlr-22370	159	18	in	in	ADP
ihlr-22370	159	19	the	the	DET
ihlr-22370	159	20	research	research	NOUN
ihlr-22370	159	21	context	context	NOUN
ihlr-22370	159	22	.	.	PUNCT
ihlr-22370	160	1	national	national	PROPN
ihlr-22370	160	2	institutes	institutes	PROPN
ihlr-22370	160	3	of	of	ADP
ihlr-22370	160	4	health	health	PROPN
ihlr-22370	160	5	(	(	PUNCT
ihlr-22370	160	6	nih	nih	PROPN
ihlr-22370	160	7	)	)	PUNCT
ihlr-22370	160	8	regulations	regulation	NOUN
ihlr-22370	160	9	require	require	VERB
ihlr-22370	160	10	grantees	grantee	NOUN
ihlr-22370	160	11	to	to	PART
ihlr-22370	160	12	disclose	disclose	VERB
ihlr-22370	160	13	to	to	ADP
ihlr-22370	160	14	their	their	PRON
ihlr-22370	160	15	institutions	institution	NOUN
ihlr-22370	160	16	significant	significant	ADJ
ihlr-22370	160	17	financial	financial	ADJ
ihlr-22370	160	18	ties	tie	NOUN
ihlr-22370	160	19	(	(	PUNCT
ihlr-22370	160	20	$	$	SYM
ihlr-22370	160	21	5,000	5,000	NUM
ihlr-22370	160	22	or	or	CCONJ
ihlr-22370	160	23	more	more	ADJ
ihlr-22370	160	24	)	)	PUNCT
ihlr-22370	160	25	with	with	ADP
ihlr-22370	160	26	industry	industry	NOUN
ihlr-22370	160	27	and	and	CCONJ
ihlr-22370	160	28	the	the	DET
ihlr-22370	160	29	institutions	institution	NOUN
ihlr-22370	160	30	,	,	PUNCT
ihlr-22370	160	31	in	in	ADP
ihlr-22370	160	32	turn	turn	NOUN
ihlr-22370	160	33	,	,	PUNCT
ihlr-22370	160	34	to	to	PART
ihlr-22370	160	35	disclose	disclose	VERB
ihlr-22370	160	36	how	how	SCONJ
ihlr-22370	160	37	they	they	PRON
ihlr-22370	160	38	managed	manage	VERB
ihlr-22370	160	39	perceived	perceive	VERB
ihlr-22370	160	40	financial	financial	ADJ
ihlr-22370	160	41	conflicts	conflict	NOUN
ihlr-22370	160	42	to	to	ADP
ihlr-22370	160	43	the	the	DET
ihlr-22370	160	44	public	public	ADJ
ihlr-22370	160	45	health	health	NOUN
ihlr-22370	160	46	service	service	NOUN
ihlr-22370	160	47	.	.	PUNCT
ihlr-22370	161	1	meanwhile	meanwhile	ADV
ihlr-22370	161	2	food	food	NOUN
ihlr-22370	161	3	and	and	CCONJ
ihlr-22370	161	4	drug	drug	PROPN
ihlr-22370	161	5	administration	administration	PROPN
ihlr-22370	161	6	(	(	PUNCT
ihlr-22370	161	7	fda	fda	PROPN
ihlr-22370	161	8	)	)	PUNCT
ihlr-22370	161	9	rules	rule	VERB
ihlr-22370	161	10	require25	require25	VERB
ihlr-22370	161	11	a	a	DET
ihlr-22370	161	12	company	company	NOUN
ihlr-22370	161	13	seeking	seek	VERB
ihlr-22370	161	14	fda	fda	PROPN
ihlr-22370	161	15	approval	approval	NOUN
ihlr-22370	161	16	of	of	ADP
ihlr-22370	161	17	its	its	PRON
ihlr-22370	161	18	product	product	NOUN
ihlr-22370	161	19	to	to	PART
ihlr-22370	161	20	report	report	VERB
ihlr-22370	161	21	to	to	ADP
ihlr-22370	161	22	the	the	DET
ihlr-22370	161	23	agency	agency	NOUN
ihlr-22370	161	24	certain	certain	ADJ
ihlr-22370	161	25	financial	financial	ADJ
ihlr-22370	161	26	relationships	relationship	NOUN
ihlr-22370	161	27	(	(	PUNCT
ihlr-22370	161	28	payments	payment	NOUN
ihlr-22370	161	29	over	over	ADP
ihlr-22370	161	30	$	$	SYM
ihlr-22370	161	31	25,000	25,000	NUM
ihlr-22370	161	32	and	and	CCONJ
ihlr-22370	161	33	equity	equity	NOUN
ihlr-22370	161	34	interests	interest	NOUN
ihlr-22370	161	35	over	over	ADP
ihlr-22370	161	36	$	$	SYM
ihlr-22370	161	37	50,000	50,000	NUM
ihlr-22370	161	38	)	)	PUNCT
ihlr-22370	161	39	with	with	ADP
ihlr-22370	161	40	clinical	clinical	ADJ
ihlr-22370	161	41	investigators	investigator	NOUN
ihlr-22370	161	42	testing	test	VERB
ihlr-22370	161	43	the	the	DET
ihlr-22370	161	44	product	product	NOUN
ihlr-22370	161	45	in	in	ADP
ihlr-22370	161	46	fda	fda	PROPN
ihlr-22370	161	47	-	-	PUNCT
ihlr-22370	161	48	regulated	regulate	VERB
ihlr-22370	161	49	clinical	clinical	ADJ
ihlr-22370	161	50	trials.26	trials.26	NOUN
ihlr-22370	161	51	the	the	DET
ihlr-22370	161	52	sunshine	sunshine	PROPN
ihlr-22370	161	53	act	act	NOUN
ihlr-22370	161	54	thus	thus	ADV
ihlr-22370	161	55	breaks	break	VERB
ihlr-22370	161	56	new	new	ADJ
ihlr-22370	161	57	ground	ground	NOUN
ihlr-22370	161	58	as	as	ADP
ihlr-22370	161	59	the	the	DET
ihlr-22370	161	60	first	first	ADJ
ihlr-22370	161	61	comprehensive	comprehensive	ADJ
ihlr-22370	161	62	reporting	reporting	NOUN
ihlr-22370	161	63	program	program	NOUN
ihlr-22370	161	64	and	and	CCONJ
ihlr-22370	161	65	it	it	PRON
ihlr-22370	161	66	establishes	establish	VERB
ihlr-22370	161	67	uniform	uniform	ADJ
ihlr-22370	161	68	requirements	requirement	NOUN
ihlr-22370	161	69	through	through	ADP
ihlr-22370	161	70	federal	federal	ADJ
ihlr-22370	161	71	law	law	NOUN
ihlr-22370	161	72	.	.	PUNCT
ihlr-22370	162	1	it	it	PRON
ihlr-22370	162	2	is	be	AUX
ihlr-22370	162	3	also	also	ADV
ihlr-22370	162	4	far	far	ADV
ihlr-22370	162	5	broader	broad	ADJ
ihlr-22370	162	6	than	than	ADP
ihlr-22370	162	7	the	the	DET
ihlr-22370	162	8	previous	previous	ADJ
ihlr-22370	162	9	laws	law	NOUN
ihlr-22370	162	10	and	and	CCONJ
ihlr-22370	162	11	disclosure	disclosure	NOUN
ihlr-22370	162	12	programs	program	NOUN
ihlr-22370	162	13	,	,	PUNCT
ihlr-22370	162	14	as	as	SCONJ
ihlr-22370	162	15	it	it	PRON
ihlr-22370	162	16	has	have	VERB
ihlr-22370	162	17	a	a	DET
ihlr-22370	162	18	low	low	ADJ
ihlr-22370	162	19	dollar	dollar	NOUN
ihlr-22370	162	20	threshold	threshold	NOUN
ihlr-22370	162	21	to	to	ADP
ihlr-22370	162	22	trigger	trigger	VERB
ihlr-22370	162	23	reporting	reporting	NOUN
ihlr-22370	162	24	and	and	CCONJ
ihlr-22370	162	25	more	more	ADJ
ihlr-22370	162	26	types	type	NOUN
ihlr-22370	162	27	of	of	ADP
ihlr-22370	162	28	transactions	transaction	NOUN
ihlr-22370	162	29	are	be	AUX
ihlr-22370	162	30	generally	generally	ADV
ihlr-22370	162	31	covered	cover	VERB
ihlr-22370	162	32	.	.	PUNCT
ihlr-22370	163	1	in	in	ADP
ihlr-22370	163	2	addition	addition	NOUN
ihlr-22370	163	3	,	,	PUNCT
ihlr-22370	163	4	the	the	DET
ihlr-22370	163	5	public	public	NOUN
ihlr-22370	163	6	can	can	AUX
ihlr-22370	163	7	more	more	ADV
ihlr-22370	163	8	easily	easily	ADV
ihlr-22370	163	9	access	access	VERB
ihlr-22370	163	10	the	the	DET
ihlr-22370	163	11	information	information	NOUN
ihlr-22370	163	12	in	in	ADP
ihlr-22370	163	13	the	the	DET
ihlr-22370	163	14	open	open	ADJ
ihlr-22370	163	15	payments	payment	NOUN
ihlr-22370	163	16	database	database	NOUN
ihlr-22370	163	17	than	than	ADP
ihlr-22370	163	18	the	the	DET
ihlr-22370	163	19	information	information	NOUN
ihlr-22370	163	20	disclosed	disclose	VERB
ihlr-22370	163	21	under	under	ADP
ihlr-22370	163	22	several	several	ADJ
ihlr-22370	163	23	of	of	ADP
ihlr-22370	163	24	the	the	DET
ihlr-22370	163	25	state	state	NOUN
ihlr-22370	163	26	sunshine	sunshine	NOUN
ihlr-22370	163	27	laws	law	NOUN
ihlr-22370	163	28	and	and	CCONJ
ihlr-22370	163	29	settlement	settlement	PROPN
ihlr-22370	163	30	agreements.27	agreements.27	PROPN
ihlr-22370	163	31	iii	iii	PROPN
ihlr-22370	163	32	.	.	PUNCT
ihlr-22370	164	1	implementation	implementation	NOUN
ihlr-22370	164	2	challenges	challenge	NOUN
ihlr-22370	164	3	and	and	CCONJ
ihlr-22370	164	4	unintended	unintended	ADJ
ihlr-22370	164	5	effects	effect	NOUN
ihlr-22370	164	6	the	the	DET
ihlr-22370	164	7	sunshine	sunshine	PROPN
ihlr-22370	164	8	act	act	NOUN
ihlr-22370	164	9	has	have	AUX
ihlr-22370	164	10	been	be	AUX
ihlr-22370	164	11	bedeviled	bedevil	VERB
ihlr-22370	164	12	by	by	ADP
ihlr-22370	164	13	considerable	considerable	ADJ
ihlr-22370	164	14	implementation	implementation	NOUN
ihlr-22370	164	15	problems	problem	NOUN
ihlr-22370	164	16	.	.	PUNCT
ihlr-22370	165	1	its	its	PRON
ihlr-22370	165	2	troubled	troubled	ADJ
ihlr-22370	165	3	rollout	rollout	NOUN
ihlr-22370	165	4	demonstrates	demonstrate	VERB
ihlr-22370	165	5	that	that	SCONJ
ihlr-22370	165	6	despite	despite	SCONJ
ihlr-22370	165	7	the	the	DET
ihlr-22370	165	8	theoretical	theoretical	ADJ
ihlr-22370	165	9	appeal	appeal	NOUN
ihlr-22370	165	10	of	of	ADP
ihlr-22370	165	11	disclosure	disclosure	NOUN
ihlr-22370	165	12	as	as	ADP
ihlr-22370	165	13	a	a	DET
ihlr-22370	165	14	regulatory	regulatory	ADJ
ihlr-22370	165	15	tool	tool	NOUN
ihlr-22370	165	16	,	,	PUNCT
ihlr-22370	165	17	challenges	challenge	NOUN
ihlr-22370	165	18	in	in	ADP
ihlr-22370	165	19	data	datum	NOUN
ihlr-22370	165	20	selection	selection	NOUN
ihlr-22370	165	21	and	and	CCONJ
ihlr-22370	165	22	communication	communication	NOUN
ihlr-22370	165	23	,	,	PUNCT
ihlr-22370	165	24	which	which	PRON
ihlr-22370	165	25	arise	arise	VERB
ihlr-22370	165	26	in	in	ADP
ihlr-22370	165	27	many	many	ADJ
ihlr-22370	165	28	disclosure	disclosure	NOUN
ihlr-22370	165	29	programs	program	NOUN
ihlr-22370	165	30	,	,	PUNCT
ihlr-22370	165	31	make	make	VERB
ihlr-22370	165	32	achieving	achieve	VERB
ihlr-22370	165	33	meaningful	meaningful	ADJ
ihlr-22370	165	34	transparency	transparency	NOUN
ihlr-22370	165	35	in	in	ADP
ihlr-22370	165	36	action	action	NOUN
ihlr-22370	165	37	quite	quite	ADV
ihlr-22370	165	38	difficult	difficult	ADJ
ihlr-22370	165	39	.	.	PUNCT
ihlr-22370	166	1	in	in	ADP
ihlr-22370	166	2	addition	addition	NOUN
ihlr-22370	166	3	,	,	PUNCT
ihlr-22370	166	4	there	there	PRON
ihlr-22370	166	5	is	be	VERB
ihlr-22370	166	6	reason	reason	NOUN
ihlr-22370	166	7	to	to	PART
ihlr-22370	166	8	doubt	doubt	VERB
ihlr-22370	166	9	that	that	SCONJ
ihlr-22370	166	10	increased	increase	VERB
ihlr-22370	166	11	transparency	transparency	NOUN
ihlr-22370	166	12	will	will	AUX
ihlr-22370	166	13	result	result	VERB
ihlr-22370	166	14	in	in	ADP
ihlr-22370	166	15	significantly	significantly	ADV
ihlr-22370	166	16	changed	change	VERB
ihlr-22370	166	17	medical	medical	ADJ
ihlr-22370	166	18	decisionmaking	decisionmaking	NOUN
ihlr-22370	166	19	by	by	ADP
ihlr-22370	166	20	primary	primary	ADJ
ihlr-22370	166	21	audiences	audience	NOUN
ihlr-22370	166	22	such	such	ADJ
ihlr-22370	166	23	as	as	ADP
ihlr-22370	166	24	patients	patient	NOUN
ihlr-22370	166	25	and	and	CCONJ
ihlr-22370	166	26	physicians	physician	NOUN
ihlr-22370	166	27	.	.	PUNCT
ihlr-22370	167	1	moreover	moreover	ADV
ihlr-22370	167	2	,	,	PUNCT
ihlr-22370	167	3	mandatory	mandatory	ADJ
ihlr-22370	167	4	disclosure	disclosure	NOUN
ihlr-22370	167	5	can	can	AUX
ihlr-22370	167	6	have	have	VERB
ihlr-22370	167	7	unintended	unintended	ADJ
ihlr-22370	167	8	effects	effect	NOUN
ihlr-22370	167	9	.	.	PUNCT
ihlr-22370	168	1	a.	a.	NOUN
ihlr-22370	168	2	data	datum	NOUN
ihlr-22370	168	3	gathering	gather	VERB
ihlr-22370	168	4	a	a	DET
ihlr-22370	168	5	well	well	ADV
ihlr-22370	168	6	-	-	PUNCT
ihlr-22370	168	7	functioning	function	VERB
ihlr-22370	168	8	transparency	transparency	NOUN
ihlr-22370	168	9	program	program	NOUN
ihlr-22370	168	10	depends	depend	VERB
ihlr-22370	168	11	,	,	PUNCT
ihlr-22370	168	12	in	in	ADP
ihlr-22370	168	13	the	the	DET
ihlr-22370	168	14	first	first	ADJ
ihlr-22370	168	15	instance	instance	NOUN
ihlr-22370	168	16	,	,	PUNCT
ihlr-22370	168	17	on	on	ADP
ihlr-22370	168	18	selecting	select	VERB
ihlr-22370	168	19	representative	representative	ADJ
ihlr-22370	168	20	data	datum	NOUN
ihlr-22370	168	21	to	to	PART
ihlr-22370	168	22	disclose	disclose	VERB
ihlr-22370	168	23	.	.	PUNCT
ihlr-22370	169	1	unfortunately	unfortunately	ADV
ihlr-22370	169	2	,	,	PUNCT
ihlr-22370	169	3	gathering	gather	VERB
ihlr-22370	169	4	all	all	DET
ihlr-22370	169	5	the	the	DET
ihlr-22370	169	6	relevant	relevant	ADJ
ihlr-22370	169	7	information	information	NOUN
ihlr-22370	169	8	regarding	regard	VERB
ihlr-22370	169	9	industry	industry	NOUN
ihlr-22370	169	10	-	-	PUNCT
ihlr-22370	169	11	medicine	medicine	NOUN
ihlr-22370	169	12	financial	financial	ADJ
ihlr-22370	169	13	ties	tie	NOUN
ihlr-22370	169	14	has	have	AUX
ihlr-22370	169	15	proven	prove	VERB
ihlr-22370	169	16	to	to	PART
ihlr-22370	169	17	be	be	AUX
ihlr-22370	169	18	disappointingly	disappointingly	ADV
ihlr-22370	169	19	difficult	difficult	ADJ
ihlr-22370	169	20	.	.	PUNCT
ihlr-22370	170	1	this	this	PRON
ihlr-22370	170	2	is	be	AUX
ihlr-22370	170	3	understandable	understandable	ADJ
ihlr-22370	170	4	because	because	SCONJ
ihlr-22370	170	5	of	of	ADP
ihlr-22370	170	6	the	the	DET
ihlr-22370	170	7	many	many	ADJ
ihlr-22370	170	8	moving	move	VERB
ihlr-22370	170	9	2009	2009	NUM
ihlr-22370	170	10	/	/	SYM
ihlr-22370	170	11	january/09	january/09	NOUN
ihlr-22370	170	12	-	-	PUNCT
ihlr-22370	170	13	civ-038.html	civ-038.html	PROPN
ihlr-22370	170	14	[	[	X
ihlr-22370	170	15	https://perma.cc/8gdg-m6ck	https://perma.cc/8gdg-m6ck	X
ihlr-22370	170	16	]	]	X
ihlr-22370	170	17	;	;	PUNCT
ihlr-22370	170	18	corporate	corporate	ADJ
ihlr-22370	170	19	integrity	integrity	NOUN
ihlr-22370	170	20	agreement	agreement	NOUN
ihlr-22370	170	21	between	between	ADP
ihlr-22370	170	22	the	the	DET
ihlr-22370	170	23	office	office	NOUN
ihlr-22370	170	24	of	of	ADP
ihlr-22370	170	25	inspector	inspector	NOUN
ihlr-22370	170	26	general	general	NOUN
ihlr-22370	170	27	of	of	ADP
ihlr-22370	170	28	the	the	DET
ihlr-22370	170	29	department	department	PROPN
ihlr-22370	170	30	of	of	ADP
ihlr-22370	170	31	health	health	PROPN
ihlr-22370	170	32	and	and	CCONJ
ihlr-22370	170	33	human	human	ADJ
ihlr-22370	170	34	services	service	NOUN
ihlr-22370	170	35	and	and	CCONJ
ihlr-22370	170	36	eli	eli	PROPN
ihlr-22370	170	37	lilly	lilly	PROPN
ihlr-22370	170	38	and	and	CCONJ
ihlr-22370	170	39	company	company	NOUN
ihlr-22370	170	40	,	,	PUNCT
ihlr-22370	170	41	sec.gov	sec.gov	ADJ
ihlr-22370	170	42	,	,	PUNCT
ihlr-22370	170	43	28	28	NUM
ihlr-22370	170	44	-	-	SYM
ihlr-22370	170	45	29	29	NUM
ihlr-22370	170	46	(	(	PUNCT
ihlr-22370	170	47	jan	jan	PROPN
ihlr-22370	170	48	.	.	PROPN
ihlr-22370	170	49	14	14	NUM
ihlr-22370	170	50	,	,	PUNCT
ihlr-22370	170	51	2009	2009	NUM
ihlr-22370	170	52	)	)	PUNCT
ihlr-22370	170	53	,	,	PUNCT
ihlr-22370	170	54	https://www.sec.gov/archives/edgar/	https://www.sec.gov/archives/edgar/	PROPN
ihlr-22370	170	55	data/59478/000095015209001897	data/59478/000095015209001897	NOUN
ihlr-22370	170	56	/	/	SYM
ihlr-22370	170	57	c49534exv10w17.htm	c49534exv10w17.htm	PROPN
ihlr-22370	171	1	[	[	X
ihlr-22370	171	2	https://perma.cc/8qnx-k9	https://perma.cc/8qnx-k9	NOUN
ihlr-22370	171	3	tb	tb	X
ihlr-22370	171	4	]	]	PUNCT
ihlr-22370	171	5	.	.	PUNCT
ihlr-22370	172	1	25	25	NUM
ihlr-22370	172	2	.	.	X
ihlr-22370	173	1	42	42	NUM
ihlr-22370	173	2	c.f.r	c.f.r	NOUN
ihlr-22370	173	3	.	.	PUNCT
ihlr-22370	174	1	§	§	PROPN
ihlr-22370	174	2	§	§	PROPN
ihlr-22370	174	3	50.601–605	50.601–605	NUM
ihlr-22370	174	4	;	;	PUNCT
ihlr-22370	174	5	45	45	NUM
ihlr-22370	174	6	c.f.r	c.f.r	NOUN
ihlr-22370	174	7	.	.	PUNCT
ihlr-22370	175	1	§	§	PROPN
ihlr-22370	175	2	§	§	PROPN
ihlr-22370	175	3	94.1–5	94.1–5	NUM
ihlr-22370	175	4	.	.	PUNCT
ihlr-22370	176	1	26	26	NUM
ihlr-22370	176	2	.	.	NOUN
ihlr-22370	176	3	21	21	NUM
ihlr-22370	176	4	c.f.r	c.f.r	NOUN
ihlr-22370	176	5	.	.	PUNCT
ihlr-22370	177	1	pt	pt	PROPN
ihlr-22370	177	2	.	.	PROPN
ihlr-22370	177	3	54	54	NUM
ihlr-22370	177	4	.	.	X
ihlr-22370	177	5	27	27	NUM
ihlr-22370	177	6	.	.	PUNCT
ihlr-22370	178	1	for	for	ADP
ihlr-22370	178	2	example	example	NOUN
ihlr-22370	178	3	,	,	PUNCT
ihlr-22370	178	4	minnesota	minnesota	PROPN
ihlr-22370	178	5	’s	’s	PART
ihlr-22370	178	6	sunshine	sunshine	PROPN
ihlr-22370	178	7	law	law	NOUN
ihlr-22370	178	8	initially	initially	ADV
ihlr-22370	178	9	provided	provide	VERB
ihlr-22370	178	10	only	only	ADV
ihlr-22370	178	11	public	public	ADJ
ihlr-22370	178	12	access	access	NOUN
ihlr-22370	178	13	to	to	ADP
ihlr-22370	178	14	the	the	DET
ihlr-22370	178	15	data	datum	NOUN
ihlr-22370	178	16	on	on	ADP
ihlr-22370	178	17	paper	paper	NOUN
ihlr-22370	178	18	,	,	PUNCT
ihlr-22370	178	19	with	with	ADP
ihlr-22370	178	20	no	no	DET
ihlr-22370	178	21	aggregate	aggregate	ADJ
ihlr-22370	178	22	reports	report	NOUN
ihlr-22370	178	23	made	make	VERB
ihlr-22370	178	24	available	available	ADJ
ihlr-22370	178	25	to	to	ADP
ihlr-22370	178	26	the	the	DET
ihlr-22370	178	27	public	public	NOUN
ihlr-22370	178	28	,	,	PUNCT
ihlr-22370	178	29	while	while	SCONJ
ihlr-22370	178	30	west	west	PROPN
ihlr-22370	178	31	virginia	virginia	PROPN
ihlr-22370	178	32	’s	’s	PART
ihlr-22370	178	33	law	law	NOUN
ihlr-22370	178	34	required	require	VERB
ihlr-22370	178	35	disclosure	disclosure	NOUN
ihlr-22370	178	36	of	of	ADP
ihlr-22370	178	37	payments	payment	NOUN
ihlr-22370	178	38	to	to	ADP
ihlr-22370	178	39	state	state	NOUN
ihlr-22370	178	40	regulators	regulator	NOUN
ihlr-22370	178	41	but	but	CCONJ
ihlr-22370	178	42	did	do	AUX
ihlr-22370	178	43	not	not	PART
ihlr-22370	178	44	make	make	VERB
ihlr-22370	178	45	this	this	DET
ihlr-22370	178	46	information	information	NOUN
ihlr-22370	178	47	,	,	PUNCT
ihlr-22370	178	48	in	in	ADP
ihlr-22370	178	49	turn	turn	NOUN
ihlr-22370	178	50	,	,	PUNCT
ihlr-22370	178	51	readily	readily	ADV
ihlr-22370	178	52	available	available	ADJ
ihlr-22370	178	53	to	to	ADP
ihlr-22370	178	54	the	the	DET
ihlr-22370	178	55	public	public	NOUN
ihlr-22370	178	56	.	.	PUNCT
ihlr-22370	179	1	see	see	VERB
ihlr-22370	179	2	susan	susan	PROPN
ihlr-22370	179	3	chimonas	chimonas	PROPN
ihlr-22370	179	4	et	et	PROPN
ihlr-22370	179	5	al	al	PROPN
ihlr-22370	179	6	.	.	PROPN
ihlr-22370	179	7	,	,	PUNCT
ihlr-22370	179	8	show	show	VERB
ihlr-22370	179	9	us	we	PRON
ihlr-22370	179	10	the	the	DET
ihlr-22370	179	11	money	money	NOUN
ihlr-22370	179	12	:	:	PUNCT
ihlr-22370	179	13	lessons	lesson	NOUN
ihlr-22370	179	14	in	in	ADP
ihlr-22370	179	15	transparency	transparency	NOUN
ihlr-22370	179	16	from	from	ADP
ihlr-22370	179	17	state	state	NOUN
ihlr-22370	179	18	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	179	19	marketing	marketing	NOUN
ihlr-22370	179	20	disclosure	disclosure	NOUN
ihlr-22370	179	21	laws	law	NOUN
ihlr-22370	179	22	,	,	PUNCT
ihlr-22370	179	23	45	45	NUM
ihlr-22370	179	24	health	health	NOUN
ihlr-22370	179	25	servs	servs	NOUN
ihlr-22370	179	26	.	.	PUNCT
ihlr-22370	180	1	res	re	NOUN
ihlr-22370	180	2	.	.	PROPN
ihlr-22370	181	1	98	98	NUM
ihlr-22370	181	2	,	,	PUNCT
ihlr-22370	181	3	100	100	NUM
ihlr-22370	181	4	(	(	PUNCT
ihlr-22370	181	5	2010	2010	NUM
ihlr-22370	181	6	)	)	PUNCT
ihlr-22370	181	7	.	.	PUNCT
ihlr-22370	182	1	https://doi.org/10.1111/j.1475-6773.2009.01048.x	https://doi.org/10.1111/j.1475-6773.2009.01048.x	NUM
ihlr-22370	182	2	2018	2018	NUM
ihlr-22370	182	3	]	]	PUNCT
ihlr-22370	182	4	financial	financial	ADJ
ihlr-22370	182	5	conflicts	conflict	NOUN
ihlr-22370	182	6	in	in	ADP
ihlr-22370	182	7	the	the	DET
ihlr-22370	182	8	new	new	ADJ
ihlr-22370	182	9	era	era	NOUN
ihlr-22370	182	10	of	of	ADP
ihlr-22370	182	11	sunshine	sunshine	NOUN
ihlr-22370	182	12	73	73	NUM
ihlr-22370	182	13	parts	part	NOUN
ihlr-22370	182	14	.	.	PUNCT
ihlr-22370	183	1	financial	financial	ADJ
ihlr-22370	183	2	ties	tie	NOUN
ihlr-22370	183	3	between	between	ADP
ihlr-22370	183	4	industry	industry	NOUN
ihlr-22370	183	5	and	and	CCONJ
ihlr-22370	183	6	medicine	medicine	NOUN
ihlr-22370	183	7	arise	arise	VERB
ihlr-22370	183	8	in	in	ADP
ihlr-22370	183	9	a	a	DET
ihlr-22370	183	10	complex	complex	ADJ
ihlr-22370	183	11	web	web	NOUN
ihlr-22370	183	12	of	of	ADP
ihlr-22370	183	13	relationships	relationship	NOUN
ihlr-22370	183	14	between	between	ADP
ihlr-22370	183	15	individual	individual	ADJ
ihlr-22370	183	16	physicians	physician	NOUN
ihlr-22370	183	17	,	,	PUNCT
ihlr-22370	183	18	larger	large	ADJ
ihlr-22370	183	19	medical	medical	ADJ
ihlr-22370	183	20	groups	group	NOUN
ihlr-22370	183	21	,	,	PUNCT
ihlr-22370	183	22	hospitals	hospital	NOUN
ihlr-22370	183	23	,	,	PUNCT
ihlr-22370	183	24	multi	multi	ADJ
ihlr-22370	183	25	-	-	ADJ
ihlr-22370	183	26	provider	provider	ADJ
ihlr-22370	183	27	health	health	NOUN
ihlr-22370	183	28	systems	system	NOUN
ihlr-22370	183	29	,	,	PUNCT
ihlr-22370	183	30	drug	drug	NOUN
ihlr-22370	183	31	companies	company	NOUN
ihlr-22370	183	32	,	,	PUNCT
ihlr-22370	183	33	device	device	NOUN
ihlr-22370	183	34	manufacturers	manufacturer	NOUN
ihlr-22370	183	35	,	,	PUNCT
ihlr-22370	183	36	wholesalers	wholesaler	NOUN
ihlr-22370	183	37	,	,	PUNCT
ihlr-22370	183	38	distributors	distributor	NOUN
ihlr-22370	183	39	,	,	PUNCT
ihlr-22370	183	40	educational	educational	ADJ
ihlr-22370	183	41	and	and	CCONJ
ihlr-22370	183	42	conference	conference	NOUN
ihlr-22370	183	43	providers	provider	NOUN
ihlr-22370	183	44	,	,	PUNCT
ihlr-22370	183	45	and	and	CCONJ
ihlr-22370	183	46	research	research	NOUN
ihlr-22370	183	47	support	support	NOUN
ihlr-22370	183	48	organizations	organization	NOUN
ihlr-22370	183	49	,	,	PUNCT
ihlr-22370	183	50	among	among	ADP
ihlr-22370	183	51	others	other	NOUN
ihlr-22370	183	52	.	.	PUNCT
ihlr-22370	184	1	further	far	ADV
ihlr-22370	184	2	,	,	PUNCT
ihlr-22370	184	3	financial	financial	ADJ
ihlr-22370	184	4	influence	influence	NOUN
ihlr-22370	184	5	can	can	AUX
ihlr-22370	184	6	take	take	VERB
ihlr-22370	184	7	many	many	ADJ
ihlr-22370	184	8	forms	form	NOUN
ihlr-22370	184	9	,	,	PUNCT
ihlr-22370	184	10	such	such	ADJ
ihlr-22370	184	11	as	as	ADP
ihlr-22370	184	12	returns	return	NOUN
ihlr-22370	184	13	to	to	ADP
ihlr-22370	184	14	physician	physician	NOUN
ihlr-22370	184	15	investors	investor	NOUN
ihlr-22370	184	16	,	,	PUNCT
ihlr-22370	184	17	direct	direct	ADJ
ihlr-22370	184	18	payments	payment	NOUN
ihlr-22370	184	19	for	for	ADP
ihlr-22370	184	20	services	service	NOUN
ihlr-22370	184	21	such	such	ADJ
ihlr-22370	184	22	as	as	ADP
ihlr-22370	184	23	consulting	consulting	NOUN
ihlr-22370	184	24	,	,	PUNCT
ihlr-22370	184	25	research	research	NOUN
ihlr-22370	184	26	grants	grant	NOUN
ihlr-22370	184	27	,	,	PUNCT
ihlr-22370	184	28	educational	educational	ADJ
ihlr-22370	184	29	support	support	NOUN
ihlr-22370	184	30	,	,	PUNCT
ihlr-22370	184	31	and	and	CCONJ
ihlr-22370	184	32	intellectual	intellectual	ADJ
ihlr-22370	184	33	propertyrelated	propertyrelate	VERB
ihlr-22370	184	34	fees	fee	NOUN
ihlr-22370	184	35	.	.	PUNCT
ihlr-22370	185	1	against	against	ADP
ihlr-22370	185	2	this	this	DET
ihlr-22370	185	3	backdrop	backdrop	NOUN
ihlr-22370	185	4	,	,	PUNCT
ihlr-22370	185	5	the	the	DET
ihlr-22370	185	6	sunshine	sunshine	PROPN
ihlr-22370	185	7	act	act	PROPN
ihlr-22370	185	8	,	,	PUNCT
ihlr-22370	185	9	while	while	SCONJ
ihlr-22370	185	10	broad	broad	ADJ
ihlr-22370	185	11	in	in	ADP
ihlr-22370	185	12	scope	scope	NOUN
ihlr-22370	185	13	,	,	PUNCT
ihlr-22370	185	14	still	still	ADV
ihlr-22370	185	15	misses	miss	VERB
ihlr-22370	185	16	important	important	ADJ
ihlr-22370	185	17	data	datum	NOUN
ihlr-22370	185	18	points	point	NOUN
ihlr-22370	185	19	.	.	PUNCT
ihlr-22370	186	1	for	for	ADP
ihlr-22370	186	2	one	one	NUM
ihlr-22370	186	3	,	,	PUNCT
ihlr-22370	186	4	it	it	PRON
ihlr-22370	186	5	fails	fail	VERB
ihlr-22370	186	6	to	to	PART
ihlr-22370	186	7	account	account	VERB
ihlr-22370	186	8	for	for	ADP
ihlr-22370	186	9	all	all	DET
ihlr-22370	186	10	important	important	ADJ
ihlr-22370	186	11	recipients	recipient	NOUN
ihlr-22370	186	12	of	of	ADP
ihlr-22370	186	13	industry	industry	NOUN
ihlr-22370	186	14	payments	payment	NOUN
ihlr-22370	186	15	.	.	PUNCT
ihlr-22370	187	1	according	accord	VERB
ihlr-22370	187	2	to	to	ADP
ihlr-22370	187	3	the	the	DET
ihlr-22370	187	4	statute	statute	NOUN
ihlr-22370	187	5	,	,	PUNCT
ihlr-22370	187	6	transfers	transfer	NOUN
ihlr-22370	187	7	of	of	ADP
ihlr-22370	187	8	value	value	NOUN
ihlr-22370	187	9	to	to	ADP
ihlr-22370	187	10	“	"	PUNCT
ihlr-22370	187	11	physicians	physician	NOUN
ihlr-22370	187	12	”	"	PUNCT
ihlr-22370	187	13	must	must	AUX
ihlr-22370	187	14	be	be	AUX
ihlr-22370	187	15	reported.28	reported.28	NOUN
ihlr-22370	187	16	cms	cms	PROPN
ihlr-22370	187	17	interprets	interpret	VERB
ihlr-22370	187	18	this	this	DET
ihlr-22370	187	19	provision	provision	NOUN
ihlr-22370	187	20	as	as	ADP
ihlr-22370	187	21	requiring	require	VERB
ihlr-22370	187	22	the	the	DET
ihlr-22370	187	23	disclosure	disclosure	NOUN
ihlr-22370	187	24	of	of	ADP
ihlr-22370	187	25	payments	payment	NOUN
ihlr-22370	187	26	to	to	ADP
ihlr-22370	187	27	a	a	DET
ihlr-22370	187	28	physician	physician	NOUN
ihlr-22370	187	29	licensed	license	VERB
ihlr-22370	187	30	and	and	CCONJ
ihlr-22370	187	31	legally	legally	ADV
ihlr-22370	187	32	authorized	authorize	VERB
ihlr-22370	187	33	to	to	PART
ihlr-22370	187	34	practice	practice	VERB
ihlr-22370	187	35	medicine	medicine	NOUN
ihlr-22370	187	36	in	in	ADP
ihlr-22370	187	37	any	any	DET
ihlr-22370	187	38	state.29	state.29	NOUN
ihlr-22370	187	39	under	under	ADP
ihlr-22370	187	40	this	this	DET
ihlr-22370	187	41	interpretation	interpretation	NOUN
ihlr-22370	187	42	,	,	PUNCT
ihlr-22370	187	43	payments	payment	NOUN
ihlr-22370	187	44	to	to	ADP
ihlr-22370	187	45	medical	medical	ADJ
ihlr-22370	187	46	residents	resident	NOUN
ihlr-22370	187	47	,	,	PUNCT
ihlr-22370	187	48	nurse	nurse	NOUN
ihlr-22370	187	49	practitioners	practitioner	NOUN
ihlr-22370	187	50	,	,	PUNCT
ihlr-22370	187	51	physician	physician	NOUN
ihlr-22370	187	52	assistants	assistant	NOUN
ihlr-22370	187	53	and	and	CCONJ
ihlr-22370	187	54	other	other	ADJ
ihlr-22370	187	55	ancillary	ancillary	ADJ
ihlr-22370	187	56	personnel	personnel	NOUN
ihlr-22370	187	57	are	be	AUX
ihlr-22370	187	58	excluded	exclude	VERB
ihlr-22370	187	59	from	from	ADP
ihlr-22370	187	60	the	the	DET
ihlr-22370	187	61	reporting	reporting	NOUN
ihlr-22370	187	62	obligation	obligation	NOUN
ihlr-22370	187	63	.	.	PUNCT
ihlr-22370	188	1	medical	medical	ADJ
ihlr-22370	188	2	residents	resident	NOUN
ihlr-22370	188	3	and	and	CCONJ
ihlr-22370	188	4	ancillary	ancillary	ADJ
ihlr-22370	188	5	providers	provider	NOUN
ihlr-22370	188	6	are	be	AUX
ihlr-22370	188	7	,	,	PUNCT
ihlr-22370	188	8	however	however	ADV
ihlr-22370	188	9	,	,	PUNCT
ihlr-22370	188	10	in	in	ADP
ihlr-22370	188	11	an30	an30	PROPN
ihlr-22370	188	12	important	important	ADJ
ihlr-22370	188	13	position	position	NOUN
ihlr-22370	188	14	to	to	PART
ihlr-22370	188	15	make	make	VERB
ihlr-22370	188	16	referrals	referral	NOUN
ihlr-22370	188	17	and	and	CCONJ
ihlr-22370	188	18	prescriptions	prescription	NOUN
ihlr-22370	188	19	as	as	SCONJ
ihlr-22370	188	20	they	they	PRON
ihlr-22370	188	21	have	have	VERB
ihlr-22370	188	22	independent	independent	ADJ
ihlr-22370	188	23	prescribing	prescribing	NOUN
ihlr-22370	188	24	authority	authority	NOUN
ihlr-22370	188	25	in	in	ADP
ihlr-22370	188	26	several	several	ADJ
ihlr-22370	188	27	states	state	NOUN
ihlr-22370	188	28	and	and	CCONJ
ihlr-22370	188	29	otherwise	otherwise	ADV
ihlr-22370	188	30	can	can	AUX
ihlr-22370	188	31	generate	generate	VERB
ihlr-22370	188	32	significant	significant	ADJ
ihlr-22370	188	33	referrals	referral	NOUN
ihlr-22370	188	34	.	.	PUNCT
ihlr-22370	189	1	they	they	PRON
ihlr-22370	189	2	also	also	ADV
ihlr-22370	189	3	have	have	VERB
ihlr-22370	189	4	financial	financial	ADJ
ihlr-22370	189	5	entanglements	entanglement	NOUN
ihlr-22370	189	6	with	with	ADP
ihlr-22370	189	7	industry	industry	NOUN
ihlr-22370	189	8	similar	similar	ADJ
ihlr-22370	189	9	to31	to31	PROPN
ihlr-22370	189	10	physician	physician	NOUN
ihlr-22370	189	11	-	-	PUNCT
ihlr-22370	189	12	industry	industry	NOUN
ihlr-22370	189	13	financial	financial	ADJ
ihlr-22370	189	14	relationships	relationship	NOUN
ihlr-22370	189	15	.	.	PUNCT
ihlr-22370	190	1	it	it	PRON
ihlr-22370	190	2	can	can	AUX
ihlr-22370	190	3	be	be	AUX
ihlr-22370	190	4	expected	expect	VERB
ihlr-22370	190	5	that	that	SCONJ
ihlr-22370	190	6	these32	these32	ADJ
ihlr-22370	190	7	providers	provider	NOUN
ihlr-22370	190	8	will	will	AUX
ihlr-22370	190	9	be	be	AUX
ihlr-22370	190	10	additional	additional	ADJ
ihlr-22370	190	11	targets	target	NOUN
ihlr-22370	190	12	of	of	ADP
ihlr-22370	190	13	industry	industry	NOUN
ihlr-22370	190	14	financial	financial	ADJ
ihlr-22370	190	15	influence	influence	NOUN
ihlr-22370	190	16	and	and	CCONJ
ihlr-22370	190	17	that	that	SCONJ
ihlr-22370	190	18	manufacturers	manufacturer	NOUN
ihlr-22370	190	19	,	,	PUNCT
ihlr-22370	190	20	wary	wary	ADJ
ihlr-22370	190	21	of	of	ADP
ihlr-22370	190	22	reporting	report	VERB
ihlr-22370	190	23	to	to	ADP
ihlr-22370	190	24	the	the	DET
ihlr-22370	190	25	open	open	ADJ
ihlr-22370	190	26	payments	payment	NOUN
ihlr-22370	190	27	database	database	NOUN
ihlr-22370	190	28	,	,	PUNCT
ihlr-22370	190	29	will	will	AUX
ihlr-22370	190	30	restructure	restructure	VERB
ihlr-22370	190	31	transactions	transaction	NOUN
ihlr-22370	190	32	and	and	CCONJ
ihlr-22370	190	33	allocate	allocate	VERB
ihlr-22370	190	34	more	more	ADJ
ihlr-22370	190	35	industry	industry	NOUN
ihlr-22370	190	36	spending	spending	NOUN
ihlr-22370	190	37	toward	toward	ADP
ihlr-22370	190	38	residents	resident	NOUN
ihlr-22370	190	39	and	and	CCONJ
ihlr-22370	190	40	nonphysician	nonphysician	ADJ
ihlr-22370	190	41	personnel	personnel	NOUN
ihlr-22370	190	42	.	.	PUNCT
ihlr-22370	191	1	as	as	ADP
ihlr-22370	191	2	a	a	DET
ihlr-22370	191	3	result	result	NOUN
ihlr-22370	191	4	,	,	PUNCT
ihlr-22370	191	5	the	the	DET
ihlr-22370	191	6	sunshine	sunshine	PROPN
ihlr-22370	191	7	act	act	NOUN
ihlr-22370	191	8	may	may	AUX
ihlr-22370	191	9	end	end	VERB
ihlr-22370	191	10	up	up	ADP
ihlr-22370	191	11	obscuring	obscure	VERB
ihlr-22370	191	12	important	important	ADJ
ihlr-22370	191	13	new	new	ADJ
ihlr-22370	191	14	forms	form	NOUN
ihlr-22370	191	15	of	of	ADP
ihlr-22370	191	16	financial	financial	ADJ
ihlr-22370	191	17	influence	influence	NOUN
ihlr-22370	191	18	in	in	ADP
ihlr-22370	191	19	the	the	DET
ihlr-22370	191	20	health	health	NOUN
ihlr-22370	191	21	care	care	NOUN
ihlr-22370	191	22	market	market	NOUN
ihlr-22370	191	23	.	.	PUNCT
ihlr-22370	192	1	in	in	ADP
ihlr-22370	192	2	addition	addition	NOUN
ihlr-22370	192	3	,	,	PUNCT
ihlr-22370	192	4	focus	focus	NOUN
ihlr-22370	192	5	group	group	NOUN
ihlr-22370	192	6	research	research	NOUN
ihlr-22370	192	7	indicates	indicate	VERB
ihlr-22370	192	8	that	that	SCONJ
ihlr-22370	192	9	many	many	ADJ
ihlr-22370	192	10	physicians	physician	NOUN
ihlr-22370	192	11	view	view	VERB
ihlr-22370	192	12	the	the	DET
ihlr-22370	192	13	sunshine	sunshine	PROPN
ihlr-22370	192	14	act	act	PROPN
ihlr-22370	192	15	as	as	ADV
ihlr-22370	192	16	unfair	unfair	ADJ
ihlr-22370	192	17	because	because	SCONJ
ihlr-22370	192	18	of	of	ADP
ihlr-22370	192	19	its	its	PRON
ihlr-22370	192	20	focus	focus	NOUN
ihlr-22370	192	21	only	only	ADV
ihlr-22370	192	22	on	on	ADP
ihlr-22370	192	23	physician	physician	NOUN
ihlr-22370	192	24	interactions	interaction	NOUN
ihlr-22370	192	25	with	with	ADP
ihlr-22370	192	26	industry	industry	NOUN
ihlr-22370	192	27	and	and	CCONJ
ihlr-22370	192	28	not	not	PART
ihlr-22370	192	29	potentially	potentially	ADV
ihlr-22370	192	30	conflicting	conflict	VERB
ihlr-22370	192	31	relationships	relationship	NOUN
ihlr-22370	192	32	between	between	ADP
ihlr-22370	192	33	other	other	ADJ
ihlr-22370	192	34	prescribers	prescriber	NOUN
ihlr-22370	192	35	and	and	CCONJ
ihlr-22370	192	36	industry.33	industry.33	NOUN
ihlr-22370	192	37	this	this	DET
ihlr-22370	192	38	perceived	perceive	VERB
ihlr-22370	192	39	disparity	disparity	NOUN
ihlr-22370	192	40	contributes	contribute	VERB
ihlr-22370	192	41	to	to	ADP
ihlr-22370	192	42	physician	physician	NOUN
ihlr-22370	192	43	distrust	distrust	NOUN
ihlr-22370	192	44	and	and	CCONJ
ihlr-22370	192	45	cynicism	cynicism	NOUN
ihlr-22370	192	46	about	about	ADP
ihlr-22370	192	47	the	the	DET
ihlr-22370	192	48	28	28	NUM
ihlr-22370	192	49	.	.	PUNCT
ihlr-22370	192	50	42	42	NUM
ihlr-22370	192	51	u.s.c	u.s.c	ADJ
ihlr-22370	192	52	.	.	PUNCT
ihlr-22370	193	1	§	§	PROPN
ihlr-22370	193	2	§	§	PROPN
ihlr-22370	193	3	1320a-7h(a)(1)(a	1320a-7h(a)(1)(a	NUM
ihlr-22370	193	4	)	)	PUNCT
ihlr-22370	193	5	,	,	PUNCT
ihlr-22370	193	6	(	(	PUNCT
ihlr-22370	193	7	e)(6	e)(6	X
ihlr-22370	193	8	)	)	PUNCT
ihlr-22370	193	9	(	(	PUNCT
ihlr-22370	193	10	2012	2012	NUM
ihlr-22370	193	11	)	)	PUNCT
ihlr-22370	193	12	.	.	PUNCT
ihlr-22370	194	1	29	29	NUM
ihlr-22370	194	2	.	.	PUNCT
ihlr-22370	195	1	medicare	medicare	PROPN
ihlr-22370	195	2	,	,	PUNCT
ihlr-22370	195	3	medicaid	medicaid	PROPN
ihlr-22370	195	4	,	,	PUNCT
ihlr-22370	195	5	children	child	NOUN
ihlr-22370	195	6	’s	’s	PART
ihlr-22370	195	7	health	health	NOUN
ihlr-22370	195	8	insurance	insurance	NOUN
ihlr-22370	195	9	programs	program	NOUN
ihlr-22370	195	10	;	;	PUNCT
ihlr-22370	195	11	transparency	transparency	NOUN
ihlr-22370	195	12	reports	report	NOUN
ihlr-22370	195	13	and	and	CCONJ
ihlr-22370	195	14	reporting	reporting	NOUN
ihlr-22370	195	15	of	of	ADP
ihlr-22370	195	16	physician	physician	NOUN
ihlr-22370	195	17	ownership	ownership	NOUN
ihlr-22370	195	18	or	or	CCONJ
ihlr-22370	195	19	investment	investment	NOUN
ihlr-22370	195	20	interests	interest	NOUN
ihlr-22370	195	21	,	,	PUNCT
ihlr-22370	195	22	78	78	NUM
ihlr-22370	195	23	fed	feed	VERB
ihlr-22370	195	24	.	.	PUNCT
ihlr-22370	196	1	reg	reg	PROPN
ihlr-22370	196	2	.	.	PUNCT
ihlr-22370	197	1	9458	9458	NUM
ihlr-22370	197	2	,	,	PUNCT
ihlr-22370	197	3	9466	9466	NUM
ihlr-22370	197	4	(	(	PUNCT
ihlr-22370	197	5	feb	feb	PROPN
ihlr-22370	197	6	.	.	PROPN
ihlr-22370	197	7	8	8	NUM
ihlr-22370	197	8	,	,	PUNCT
ihlr-22370	197	9	2013	2013	NUM
ihlr-22370	197	10	)	)	PUNCT
ihlr-22370	197	11	(	(	PUNCT
ihlr-22370	197	12	codified	codify	VERB
ihlr-22370	197	13	at	at	ADP
ihlr-22370	197	14	42	42	NUM
ihlr-22370	197	15	c.f.r	c.f.r	NOUN
ihlr-22370	197	16	.	.	PUNCT
ihlr-22370	198	1	§	§	PROPN
ihlr-22370	198	2	403.902	403.902	NUM
ihlr-22370	198	3	)	)	PUNCT
ihlr-22370	198	4	.	.	PUNCT
ihlr-22370	199	1	30	30	NUM
ihlr-22370	199	2	.	.	PUNCT
ihlr-22370	200	1	i	i	PRON
ihlr-22370	200	2	d.	d.	PROPN
ihlr-22370	200	3	at	at	ADP
ihlr-22370	200	4	9467	9467	NUM
ihlr-22370	200	5	.	.	PUNCT
ihlr-22370	201	1	31	31	NUM
ihlr-22370	201	2	.	.	PUNCT
ihlr-22370	202	1	nurse	nurse	NOUN
ihlr-22370	202	2	practitioners	practitioner	NOUN
ihlr-22370	202	3	and	and	CCONJ
ihlr-22370	202	4	physician	physician	NOUN
ihlr-22370	202	5	assistants	assistant	NOUN
ihlr-22370	202	6	wrote	write	VERB
ihlr-22370	202	7	approximately	approximately	ADV
ihlr-22370	202	8	ten	ten	NUM
ihlr-22370	202	9	percent	percent	NOUN
ihlr-22370	202	10	of	of	ADP
ihlr-22370	202	11	all	all	DET
ihlr-22370	202	12	prescriptions	prescription	NOUN
ihlr-22370	202	13	in	in	ADP
ihlr-22370	202	14	2013	2013	NUM
ihlr-22370	202	15	under	under	ADP
ihlr-22370	202	16	medicare	medicare	PROPN
ihlr-22370	202	17	’s	’s	PART
ihlr-22370	202	18	part	part	NOUN
ihlr-22370	202	19	d	d	X
ihlr-22370	202	20	prescription	prescription	NOUN
ihlr-22370	202	21	drug	drug	NOUN
ihlr-22370	202	22	program	program	NOUN
ihlr-22370	202	23	and	and	CCONJ
ihlr-22370	202	24	they	they	PRON
ihlr-22370	202	25	are	be	AUX
ihlr-22370	202	26	among	among	ADP
ihlr-22370	202	27	the	the	DET
ihlr-22370	202	28	top	top	ADJ
ihlr-22370	202	29	prescribers	prescriber	NOUN
ihlr-22370	202	30	for	for	ADP
ihlr-22370	202	31	certain	certain	ADJ
ihlr-22370	202	32	narcotic	narcotic	ADJ
ihlr-22370	202	33	controlled	control	VERB
ihlr-22370	202	34	substances	substance	NOUN
ihlr-22370	202	35	.	.	PUNCT
ihlr-22370	203	1	charles	charles	PROPN
ihlr-22370	203	2	orenstein	orenstein	PROPN
ihlr-22370	203	3	,	,	PUNCT
ihlr-22370	203	4	transparency	transparency	NOUN
ihlr-22370	203	5	program	program	NOUN
ihlr-22370	203	6	obscures	obscure	VERB
ihlr-22370	203	7	pharma	pharma	PROPN
ihlr-22370	203	8	payment	payment	NOUN
ihlr-22370	203	9	to	to	ADP
ihlr-22370	203	10	nurses	nurse	NOUN
ihlr-22370	203	11	,	,	PUNCT
ihlr-22370	203	12	physician	physician	NOUN
ihlr-22370	203	13	assistants	assistant	NOUN
ihlr-22370	203	14	,	,	PUNCT
ihlr-22370	203	15	propublica	propublica	PROPN
ihlr-22370	203	16	(	(	PUNCT
ihlr-22370	203	17	july	july	PROPN
ihlr-22370	203	18	6	6	NUM
ihlr-22370	203	19	,	,	PUNCT
ihlr-22370	203	20	2015	2015	NUM
ihlr-22370	203	21	)	)	PUNCT
ihlr-22370	203	22	,	,	PUNCT
ihlr-22370	203	23	https://www.propublica.org/article/transparency-program-obscures-pharma-payments-nursesphysician-assistants	https://www.propublica.org/article/transparency-program-obscures-pharma-payments-nursesphysician-assistant	NOUN
ihlr-22370	204	1	[	[	X
ihlr-22370	204	2	https://perma.cc/pp9z-c9lc	https://perma.cc/pp9z-c9lc	X
ihlr-22370	204	3	]	]	X
ihlr-22370	204	4	.	.	PUNCT
ihlr-22370	205	1	32	32	NUM
ihlr-22370	205	2	.	.	PUNCT
ihlr-22370	206	1	see	see	VERB
ihlr-22370	206	2	,	,	PUNCT
ihlr-22370	206	3	e.g.	e.g.	ADV
ihlr-22370	206	4	,	,	PUNCT
ihlr-22370	206	5	quinn	quinn	NOUN
ihlr-22370	206	6	grundy	grundy	PROPN
ihlr-22370	206	7	et	et	PROPN
ihlr-22370	206	8	al	al	PROPN
ihlr-22370	206	9	.	.	PROPN
ihlr-22370	206	10	,	,	PUNCT
ihlr-22370	206	11	marketing	marketing	NOUN
ihlr-22370	206	12	and	and	CCONJ
ihlr-22370	206	13	the	the	DET
ihlr-22370	206	14	most	most	ADV
ihlr-22370	206	15	trusted	trust	VERB
ihlr-22370	206	16	profession	profession	NOUN
ihlr-22370	206	17	:	:	PUNCT
ihlr-22370	206	18	the	the	DET
ihlr-22370	206	19	invisible	invisible	ADJ
ihlr-22370	206	20	interactions	interaction	NOUN
ihlr-22370	206	21	between	between	ADP
ihlr-22370	206	22	registered	register	VERB
ihlr-22370	206	23	nurses	nurse	NOUN
ihlr-22370	206	24	and	and	CCONJ
ihlr-22370	206	25	industry	industry	NOUN
ihlr-22370	206	26	,	,	PUNCT
ihlr-22370	206	27	164	164	NUM
ihlr-22370	206	28	annals	annal	VERB
ihlr-22370	206	29	internal	internal	ADJ
ihlr-22370	206	30	med	med	PROPN
ihlr-22370	206	31	.	.	PUNCT
ihlr-22370	207	1	733	733	NUM
ihlr-22370	207	2	,	,	PUNCT
ihlr-22370	207	3	735	735	NUM
ihlr-22370	207	4	(	(	PUNCT
ihlr-22370	207	5	2016	2016	NUM
ihlr-22370	207	6	)	)	PUNCT
ihlr-22370	207	7	.	.	PUNCT
ihlr-22370	208	1	33	33	NUM
ihlr-22370	208	2	.	.	PUNCT
ihlr-22370	209	1	susan	susan	PROPN
ihlr-22370	209	2	chimonas	chimonas	PROPN
ihlr-22370	209	3	et	et	PROPN
ihlr-22370	209	4	al	al	PROPN
ihlr-22370	209	5	.	.	PROPN
ihlr-22370	209	6	,	,	PUNCT
ihlr-22370	209	7	powered	power	VERB
ihlr-22370	209	8	by	by	ADP
ihlr-22370	209	9	sunshine	sunshine	NOUN
ihlr-22370	209	10	:	:	PUNCT
ihlr-22370	209	11	next	next	ADJ
ihlr-22370	209	12	steps	step	NOUN
ihlr-22370	209	13	for	for	ADP
ihlr-22370	209	14	making	make	VERB
ihlr-22370	209	15	transparency	transparency	NOUN
ihlr-22370	209	16	matter	matter	NOUN
ihlr-22370	209	17	,	,	PUNCT
ihlr-22370	209	18	17	17	NUM
ihlr-22370	209	19	am	am	NOUN
ihlr-22370	209	20	.	.	PUNCT
ihlr-22370	210	1	j.	j.	PROPN
ihlr-22370	210	2	bioethics	bioethics	PROPN
ihlr-22370	210	3	w1	w1	PROPN
ihlr-22370	210	4	,	,	PUNCT
ihlr-22370	210	5	w1	w1	NOUN
ihlr-22370	210	6	(	(	PUNCT
ihlr-22370	210	7	2017	2017	NUM
ihlr-22370	210	8	)	)	PUNCT
ihlr-22370	210	9	.	.	PUNCT
ihlr-22370	211	1	https://doi.org/10.7326/m15-2522	https://doi.org/10.7326/m15-2522	PUNCT
ihlr-22370	211	2	https://doi.org/10.1080/15265161.2017.1324584	https://doi.org/10.1080/15265161.2017.1324584	X
ihlr-22370	212	1	74	74	NUM
ihlr-22370	212	2	indiana	indiana	PROPN
ihlr-22370	212	3	health	health	PROPN
ihlr-22370	212	4	law	law	NOUN
ihlr-22370	212	5	review	review	NOUN
ihlr-22370	212	6	[	[	X
ihlr-22370	212	7	vol	vol	NOUN
ihlr-22370	212	8	.	.	PUNCT
ihlr-22370	213	1	15:67	15:67	NUM
ihlr-22370	213	2	law	law	NOUN
ihlr-22370	213	3	,	,	PUNCT
ihlr-22370	213	4	making	make	VERB
ihlr-22370	213	5	it	it	PRON
ihlr-22370	213	6	more	more	ADV
ihlr-22370	213	7	difficult	difficult	ADJ
ihlr-22370	213	8	to	to	PART
ihlr-22370	213	9	enforce	enforce	VERB
ihlr-22370	213	10	.	.	PUNCT
ihlr-22370	214	1	the	the	DET
ihlr-22370	214	2	sunshine	sunshine	PROPN
ihlr-22370	214	3	act	act	PROPN
ihlr-22370	214	4	also	also	ADV
ihlr-22370	214	5	misses	miss	VERB
ihlr-22370	214	6	important	important	ADJ
ihlr-22370	214	7	data	datum	NOUN
ihlr-22370	214	8	with	with	ADP
ihlr-22370	214	9	regards	regard	NOUN
ihlr-22370	214	10	to	to	ADP
ihlr-22370	214	11	the	the	DET
ihlr-22370	214	12	entities	entity	NOUN
ihlr-22370	214	13	making	make	VERB
ihlr-22370	214	14	payments	payment	NOUN
ihlr-22370	214	15	.	.	PUNCT
ihlr-22370	215	1	the	the	DET
ihlr-22370	215	2	statute	statute	NOUN
ihlr-22370	215	3	imposes	impose	VERB
ihlr-22370	215	4	reporting	report	VERB
ihlr-22370	215	5	obligations	obligation	NOUN
ihlr-22370	215	6	only	only	ADV
ihlr-22370	215	7	on	on	ADP
ihlr-22370	215	8	manufacturers	manufacturer	NOUN
ihlr-22370	215	9	(	(	PUNCT
ihlr-22370	215	10	and	and	CCONJ
ihlr-22370	215	11	,	,	PUNCT
ihlr-22370	215	12	in	in	ADP
ihlr-22370	215	13	more	more	ADJ
ihlr-22370	215	14	limited	limited	ADJ
ihlr-22370	215	15	circumstances	circumstance	NOUN
ihlr-22370	215	16	,	,	PUNCT
ihlr-22370	215	17	gpos	gpos	PROPN
ihlr-22370	215	18	)	)	PUNCT
ihlr-22370	215	19	.	.	PUNCT
ihlr-22370	216	1	cms	cms	NOUN
ihlr-22370	216	2	has	have	AUX
ihlr-22370	216	3	interpreted	interpret	VERB
ihlr-22370	216	4	this	this	PRON
ihlr-22370	216	5	to	to	PART
ihlr-22370	216	6	mean	mean	VERB
ihlr-22370	216	7	that	that	SCONJ
ihlr-22370	216	8	only	only	ADJ
ihlr-22370	216	9	companies	company	NOUN
ihlr-22370	216	10	that	that	PRON
ihlr-22370	216	11	have	have	VERB
ihlr-22370	216	12	title	title	NOUN
ihlr-22370	216	13	to	to	ADP
ihlr-22370	216	14	a	a	DET
ihlr-22370	216	15	drug	drug	NOUN
ihlr-22370	216	16	,	,	PUNCT
ihlr-22370	216	17	device	device	NOUN
ihlr-22370	216	18	,	,	PUNCT
ihlr-22370	216	19	or	or	CCONJ
ihlr-22370	216	20	other	other	ADJ
ihlr-22370	216	21	reimbursable	reimbursable	ADJ
ihlr-22370	216	22	product	product	NOUN
ihlr-22370	216	23	must	must	AUX
ihlr-22370	216	24	report	report	VERB
ihlr-22370	216	25	their	their	PRON
ihlr-22370	216	26	payments	payment	NOUN
ihlr-22370	216	27	to	to	ADP
ihlr-22370	216	28	physicians	physician	NOUN
ihlr-22370	216	29	.	.	PUNCT
ihlr-22370	217	1	however	however	ADV
ihlr-22370	217	2	,	,	PUNCT
ihlr-22370	217	3	before34	before34	NOUN
ihlr-22370	217	4	a	a	DET
ihlr-22370	217	5	product	product	NOUN
ihlr-22370	217	6	reaches	reach	VERB
ihlr-22370	217	7	the	the	DET
ihlr-22370	217	8	market	market	NOUN
ihlr-22370	217	9	,	,	PUNCT
ihlr-22370	217	10	and	and	CCONJ
ihlr-22370	217	11	is	be	AUX
ihlr-22370	217	12	ordered	order	VERB
ihlr-22370	217	13	by	by	ADP
ihlr-22370	217	14	a	a	DET
ihlr-22370	217	15	physician	physician	NOUN
ihlr-22370	217	16	,	,	PUNCT
ihlr-22370	217	17	it	it	PRON
ihlr-22370	217	18	often	often	ADV
ihlr-22370	217	19	passes	pass	VERB
ihlr-22370	217	20	through	through	ADP
ihlr-22370	217	21	other	other	ADJ
ihlr-22370	217	22	entities	entity	NOUN
ihlr-22370	217	23	in	in	ADP
ihlr-22370	217	24	the	the	DET
ihlr-22370	217	25	production	production	NOUN
ihlr-22370	217	26	chain	chain	NOUN
ihlr-22370	217	27	,	,	PUNCT
ihlr-22370	217	28	such	such	ADJ
ihlr-22370	217	29	as	as	ADP
ihlr-22370	217	30	wholesalers	wholesaler	NOUN
ihlr-22370	217	31	and	and	CCONJ
ihlr-22370	217	32	distributors	distributor	NOUN
ihlr-22370	217	33	.	.	PUNCT
ihlr-22370	218	1	because	because	SCONJ
ihlr-22370	218	2	these	these	DET
ihlr-22370	218	3	downstream	downstream	ADJ
ihlr-22370	218	4	entities	entity	NOUN
ihlr-22370	218	5	economically	economically	ADV
ihlr-22370	218	6	benefit	benefit	VERB
ihlr-22370	218	7	from	from	ADP
ihlr-22370	218	8	greater	great	ADJ
ihlr-22370	218	9	utilization	utilization	NOUN
ihlr-22370	218	10	of	of	ADP
ihlr-22370	218	11	the	the	DET
ihlr-22370	218	12	product	product	NOUN
ihlr-22370	218	13	,	,	PUNCT
ihlr-22370	218	14	they	they	PRON
ihlr-22370	218	15	also	also	ADV
ihlr-22370	218	16	have	have	VERB
ihlr-22370	218	17	an	an	DET
ihlr-22370	218	18	interest	interest	NOUN
ihlr-22370	218	19	in	in	ADP
ihlr-22370	218	20	wielding	wield	VERB
ihlr-22370	218	21	financial	financial	ADJ
ihlr-22370	218	22	influence	influence	NOUN
ihlr-22370	218	23	over	over	ADP
ihlr-22370	218	24	health	health	NOUN
ihlr-22370	218	25	care	care	NOUN
ihlr-22370	218	26	providers	provider	NOUN
ihlr-22370	218	27	to	to	PART
ihlr-22370	218	28	induce	induce	VERB
ihlr-22370	218	29	more	more	ADJ
ihlr-22370	218	30	prescriptions	prescription	NOUN
ihlr-22370	218	31	and	and	CCONJ
ihlr-22370	218	32	referrals	referral	NOUN
ihlr-22370	218	33	.	.	PUNCT
ihlr-22370	219	1	but	but	CCONJ
ihlr-22370	219	2	when	when	SCONJ
ihlr-22370	219	3	wholesalers	wholesaler	NOUN
ihlr-22370	219	4	and	and	CCONJ
ihlr-22370	219	5	distributors	distributor	NOUN
ihlr-22370	219	6	(	(	PUNCT
ihlr-22370	219	7	if	if	SCONJ
ihlr-22370	219	8	not	not	PART
ihlr-22370	219	9	also	also	ADV
ihlr-22370	219	10	holding	hold	VERB
ihlr-22370	219	11	title	title	NOUN
ihlr-22370	219	12	to	to	ADP
ihlr-22370	219	13	the	the	DET
ihlr-22370	219	14	product	product	NOUN
ihlr-22370	219	15	)	)	PUNCT
ihlr-22370	219	16	enter	enter	VERB
ihlr-22370	219	17	into	into	ADP
ihlr-22370	219	18	financial	financial	ADJ
ihlr-22370	219	19	relationships	relationship	NOUN
ihlr-22370	219	20	with	with	ADP
ihlr-22370	219	21	physicians	physician	NOUN
ihlr-22370	219	22	,	,	PUNCT
ihlr-22370	219	23	the	the	DET
ihlr-22370	219	24	transactions	transaction	NOUN
ihlr-22370	219	25	are	be	AUX
ihlr-22370	219	26	not	not	PART
ihlr-22370	219	27	reported	report	VERB
ihlr-22370	219	28	to	to	ADP
ihlr-22370	219	29	the	the	DET
ihlr-22370	219	30	open	open	ADJ
ihlr-22370	219	31	payments	payment	NOUN
ihlr-22370	219	32	database	database	NOUN
ihlr-22370	219	33	.	.	PUNCT
ihlr-22370	220	1	not	not	PART
ihlr-22370	220	2	only	only	ADV
ihlr-22370	220	3	does	do	AUX
ihlr-22370	220	4	this	this	DET
ihlr-22370	220	5	obscure	obscure	ADJ
ihlr-22370	220	6	important	important	ADJ
ihlr-22370	220	7	sources	source	NOUN
ihlr-22370	220	8	of	of	ADP
ihlr-22370	220	9	financial	financial	ADJ
ihlr-22370	220	10	influence	influence	NOUN
ihlr-22370	220	11	,	,	PUNCT
ihlr-22370	220	12	it	it	PRON
ihlr-22370	220	13	may	may	AUX
ihlr-22370	220	14	encourage	encourage	VERB
ihlr-22370	220	15	manufacturers	manufacturer	NOUN
ihlr-22370	220	16	to	to	PART
ihlr-22370	220	17	evade	evade	VERB
ihlr-22370	220	18	reporting	report	VERB
ihlr-22370	220	19	obligations	obligation	NOUN
ihlr-22370	220	20	by	by	ADP
ihlr-22370	220	21	restructuring	restructure	VERB
ihlr-22370	220	22	transactions	transaction	NOUN
ihlr-22370	220	23	to	to	PART
ihlr-22370	220	24	make	make	VERB
ihlr-22370	220	25	greater	great	ADJ
ihlr-22370	220	26	use	use	NOUN
ihlr-22370	220	27	of	of	ADP
ihlr-22370	220	28	downstream	downstream	ADJ
ihlr-22370	220	29	entities	entity	NOUN
ihlr-22370	220	30	as	as	ADP
ihlr-22370	220	31	the	the	DET
ihlr-22370	220	32	source	source	NOUN
ihlr-22370	220	33	of	of	ADP
ihlr-22370	220	34	payments	payment	NOUN
ihlr-22370	220	35	.	.	PUNCT
ihlr-22370	221	1	35	35	NUM
ihlr-22370	221	2	data	datum	NOUN
ihlr-22370	221	3	glitches	glitch	NOUN
ihlr-22370	221	4	have	have	AUX
ihlr-22370	221	5	also	also	ADV
ihlr-22370	221	6	arisen	arise	VERB
ihlr-22370	221	7	because	because	SCONJ
ihlr-22370	221	8	of	of	ADP
ihlr-22370	221	9	the	the	DET
ihlr-22370	221	10	difficulty	difficulty	NOUN
ihlr-22370	221	11	,	,	PUNCT
ihlr-22370	221	12	given	give	VERB
ihlr-22370	221	13	the	the	DET
ihlr-22370	221	14	complex	complex	ADJ
ihlr-22370	221	15	web	web	NOUN
ihlr-22370	221	16	of	of	ADP
ihlr-22370	221	17	industry	industry	NOUN
ihlr-22370	221	18	-	-	PUNCT
ihlr-22370	221	19	medicine	medicine	NOUN
ihlr-22370	221	20	financial	financial	ADJ
ihlr-22370	221	21	ties	tie	NOUN
ihlr-22370	221	22	,	,	PUNCT
ihlr-22370	221	23	keeping	keep	VERB
ihlr-22370	221	24	straight	straight	ADV
ihlr-22370	221	25	which	which	DET
ihlr-22370	221	26	companies	company	NOUN
ihlr-22370	221	27	and	and	CCONJ
ihlr-22370	221	28	which	which	DET
ihlr-22370	221	29	medical	medical	ADJ
ihlr-22370	221	30	products	product	NOUN
ihlr-22370	221	31	are	be	AUX
ihlr-22370	221	32	involved	involve	VERB
ihlr-22370	221	33	in	in	ADP
ihlr-22370	221	34	a	a	DET
ihlr-22370	221	35	financial	financial	ADJ
ihlr-22370	221	36	relationship	relationship	NOUN
ihlr-22370	221	37	.	.	PUNCT
ihlr-22370	222	1	reporting	report	VERB
ihlr-22370	222	2	into	into	ADP
ihlr-22370	222	3	the	the	DET
ihlr-22370	222	4	open	open	ADJ
ihlr-22370	222	5	payments	payment	NOUN
ihlr-22370	222	6	database	database	NOUN
ihlr-22370	222	7	has	have	AUX
ihlr-22370	222	8	not	not	PART
ihlr-22370	222	9	always	always	ADV
ihlr-22370	222	10	been	be	AUX
ihlr-22370	222	11	consistent	consistent	ADJ
ihlr-22370	222	12	.	.	PUNCT
ihlr-22370	223	1	for	for	ADP
ihlr-22370	223	2	example	example	NOUN
ihlr-22370	223	3	,	,	PUNCT
ihlr-22370	223	4	multiple	multiple	ADJ
ihlr-22370	223	5	corporate	corporate	ADJ
ihlr-22370	223	6	affiliates	affiliate	NOUN
ihlr-22370	223	7	can	can	AUX
ihlr-22370	223	8	make	make	VERB
ihlr-22370	223	9	payments	payment	NOUN
ihlr-22370	223	10	to	to	ADP
ihlr-22370	223	11	the	the	DET
ihlr-22370	223	12	same	same	ADJ
ihlr-22370	223	13	physician	physician	NOUN
ihlr-22370	223	14	with	with	ADP
ihlr-22370	223	15	regard	regard	NOUN
ihlr-22370	223	16	to	to	ADP
ihlr-22370	223	17	the	the	DET
ihlr-22370	223	18	same	same	ADJ
ihlr-22370	223	19	drug	drug	NOUN
ihlr-22370	223	20	or	or	CCONJ
ihlr-22370	223	21	device	device	NOUN
ihlr-22370	223	22	.	.	PUNCT
ihlr-22370	224	1	each	each	DET
ihlr-22370	224	2	payment	payment	NOUN
ihlr-22370	224	3	is	be	AUX
ihlr-22370	224	4	reported	report	VERB
ihlr-22370	224	5	separately	separately	ADV
ihlr-22370	224	6	by	by	ADP
ihlr-22370	224	7	the36	the36	PROPN
ihlr-22370	224	8	distinct	distinct	ADJ
ihlr-22370	224	9	corporate	corporate	ADJ
ihlr-22370	224	10	affiliate	affiliate	NOUN
ihlr-22370	224	11	’s	’s	PART
ihlr-22370	224	12	name	name	NOUN
ihlr-22370	224	13	.	.	PUNCT
ihlr-22370	225	1	many	many	ADJ
ihlr-22370	225	2	end	end	NOUN
ihlr-22370	225	3	-	-	PUNCT
ihlr-22370	225	4	users	user	NOUN
ihlr-22370	225	5	of	of	ADP
ihlr-22370	225	6	the	the	DET
ihlr-22370	225	7	open	open	ADJ
ihlr-22370	225	8	payments	payment	NOUN
ihlr-22370	225	9	database	database	NOUN
ihlr-22370	225	10	may	may	AUX
ihlr-22370	225	11	be	be	AUX
ihlr-22370	225	12	unaware	unaware	ADJ
ihlr-22370	225	13	when	when	SCONJ
ihlr-22370	225	14	related	related	ADJ
ihlr-22370	225	15	corporate	corporate	ADJ
ihlr-22370	225	16	entities	entity	NOUN
ihlr-22370	225	17	are	be	AUX
ihlr-22370	225	18	making	make	VERB
ihlr-22370	225	19	coordinated	coordinated	ADJ
ihlr-22370	225	20	payments	payment	NOUN
ihlr-22370	225	21	,	,	PUNCT
ihlr-22370	225	22	as	as	SCONJ
ihlr-22370	225	23	the	the	DET
ihlr-22370	225	24	distinct	distinct	ADJ
ihlr-22370	225	25	payment	payment	NOUN
ihlr-22370	225	26	reports	report	NOUN
ihlr-22370	225	27	are	be	AUX
ihlr-22370	225	28	not	not	PART
ihlr-22370	225	29	linked	link	VERB
ihlr-22370	225	30	and	and	CCONJ
ihlr-22370	225	31	the	the	DET
ihlr-22370	225	32	companies	company	NOUN
ihlr-22370	225	33	’	’	PART
ihlr-22370	225	34	affiliation	affiliation	NOUN
ihlr-22370	225	35	may	may	AUX
ihlr-22370	225	36	not	not	PART
ihlr-22370	225	37	be	be	AUX
ihlr-22370	225	38	common	common	ADJ
ihlr-22370	225	39	knowledge	knowledge	NOUN
ihlr-22370	225	40	or	or	CCONJ
ihlr-22370	225	41	apparent	apparent	ADJ
ihlr-22370	225	42	from	from	ADP
ihlr-22370	225	43	name	name	NOUN
ihlr-22370	225	44	alone	alone	ADV
ihlr-22370	225	45	.	.	PUNCT
ihlr-22370	226	1	likewise	likewise	ADV
ihlr-22370	226	2	,	,	PUNCT
ihlr-22370	226	3	despite	despite	SCONJ
ihlr-22370	226	4	the	the	DET
ihlr-22370	226	5	expectation	expectation	NOUN
ihlr-22370	226	6	that	that	SCONJ
ihlr-22370	226	7	each	each	DET
ihlr-22370	226	8	payment	payment	NOUN
ihlr-22370	226	9	report	report	NOUN
ihlr-22370	226	10	will	will	AUX
ihlr-22370	226	11	identify	identify	VERB
ihlr-22370	226	12	which	which	DET
ihlr-22370	226	13	product	product	NOUN
ihlr-22370	226	14	was	be	AUX
ihlr-22370	226	15	involved	involve	VERB
ihlr-22370	226	16	in	in	ADP
ihlr-22370	226	17	the	the	DET
ihlr-22370	226	18	disclosed	disclose	VERB
ihlr-22370	226	19	financial	financial	ADJ
ihlr-22370	226	20	relationship	relationship	NOUN
ihlr-22370	226	21	,	,	PUNCT
ihlr-22370	226	22	manufacturers	manufacturer	NOUN
ihlr-22370	226	23	have	have	AUX
ihlr-22370	226	24	submitted	submit	VERB
ihlr-22370	226	25	several	several	ADJ
ihlr-22370	226	26	reports	report	NOUN
ihlr-22370	226	27	with	with	ADP
ihlr-22370	226	28	no	no	DET
ihlr-22370	226	29	identified	identify	VERB
ihlr-22370	226	30	drug	drug	NOUN
ihlr-22370	226	31	or	or	CCONJ
ihlr-22370	226	32	device	device	NOUN
ihlr-22370	226	33	to	to	PART
ihlr-22370	226	34	match	match	VERB
ihlr-22370	226	35	to	to	ADP
ihlr-22370	226	36	a	a	DET
ihlr-22370	226	37	payment	payment	NOUN
ihlr-22370	226	38	,	,	PUNCT
ihlr-22370	226	39	or	or	CCONJ
ihlr-22370	226	40	with	with	ADP
ihlr-22370	226	41	more	more	ADJ
ihlr-22370	226	42	than	than	ADP
ihlr-22370	226	43	one	one	NUM
ihlr-22370	226	44	underlying	underlie	VERB
ihlr-22370	226	45	drug	drug	NOUN
ihlr-22370	226	46	or	or	CCONJ
ihlr-22370	226	47	device	device	NOUN
ihlr-22370	226	48	and	and	CCONJ
ihlr-22370	226	49	no	no	DET
ihlr-22370	226	50	breakdown	breakdown	NOUN
ihlr-22370	226	51	of	of	ADP
ihlr-22370	226	52	how	how	SCONJ
ihlr-22370	226	53	much	much	ADJ
ihlr-22370	226	54	34	34	NUM
ihlr-22370	226	55	.	.	PUNCT
ihlr-22370	227	1	medicare	medicare	PROPN
ihlr-22370	227	2	,	,	PUNCT
ihlr-22370	227	3	medicaid	medicaid	PROPN
ihlr-22370	227	4	,	,	PUNCT
ihlr-22370	227	5	children	child	NOUN
ihlr-22370	227	6	’s	’s	PART
ihlr-22370	227	7	health	health	NOUN
ihlr-22370	227	8	insurance	insurance	NOUN
ihlr-22370	227	9	programs	program	NOUN
ihlr-22370	227	10	;	;	PUNCT
ihlr-22370	227	11	transparency	transparency	NOUN
ihlr-22370	227	12	reports	report	NOUN
ihlr-22370	227	13	and	and	CCONJ
ihlr-22370	227	14	reporting	reporting	NOUN
ihlr-22370	227	15	of	of	ADP
ihlr-22370	227	16	physician	physician	NOUN
ihlr-22370	227	17	ownership	ownership	NOUN
ihlr-22370	227	18	or	or	CCONJ
ihlr-22370	227	19	investment	investment	NOUN
ihlr-22370	227	20	interests	interest	NOUN
ihlr-22370	227	21	,	,	PUNCT
ihlr-22370	227	22	78	78	NUM
ihlr-22370	227	23	fed	feed	VERB
ihlr-22370	227	24	.	.	PUNCT
ihlr-22370	228	1	reg	reg	PROPN
ihlr-22370	228	2	.	.	PUNCT
ihlr-22370	229	1	9458	9458	NUM
ihlr-22370	229	2	,	,	PUNCT
ihlr-22370	229	3	9461–62	9461–62	NUM
ihlr-22370	229	4	(	(	PUNCT
ihlr-22370	229	5	feb	feb	X
ihlr-22370	229	6	.	.	PROPN
ihlr-22370	229	7	8	8	NUM
ihlr-22370	229	8	,	,	PUNCT
ihlr-22370	229	9	2013	2013	NUM
ihlr-22370	229	10	)	)	PUNCT
ihlr-22370	229	11	(	(	PUNCT
ihlr-22370	229	12	codified	codify	VERB
ihlr-22370	229	13	at	at	ADP
ihlr-22370	229	14	42	42	NUM
ihlr-22370	229	15	c.f.r	c.f.r	NOUN
ihlr-22370	229	16	.	.	PUNCT
ihlr-22370	230	1	pts	pts	PROPN
ihlr-22370	230	2	.	.	PROPN
ihlr-22370	230	3	402	402	NUM
ihlr-22370	230	4	,	,	PUNCT
ihlr-22370	230	5	403	403	NUM
ihlr-22370	230	6	)	)	PUNCT
ihlr-22370	230	7	.	.	PUNCT
ihlr-22370	231	1	35	35	NUM
ihlr-22370	231	2	.	.	PUNCT
ihlr-22370	232	1	a	a	DET
ihlr-22370	232	2	manufacturer	manufacturer	NOUN
ihlr-22370	232	3	that	that	PRON
ihlr-22370	232	4	tries	try	VERB
ihlr-22370	232	5	to	to	PART
ihlr-22370	232	6	“	"	PUNCT
ihlr-22370	232	7	pass	pass	VERB
ihlr-22370	232	8	through	through	ADP
ihlr-22370	232	9	”	"	PUNCT
ihlr-22370	232	10	payments	payment	NOUN
ihlr-22370	232	11	to	to	ADP
ihlr-22370	232	12	physicians	physician	NOUN
ihlr-22370	232	13	by	by	ADP
ihlr-22370	232	14	first	first	ADV
ihlr-22370	232	15	paying	pay	VERB
ihlr-22370	232	16	a	a	DET
ihlr-22370	232	17	distributor	distributor	NOUN
ihlr-22370	232	18	,	,	PUNCT
ihlr-22370	232	19	which	which	PRON
ihlr-22370	232	20	,	,	PUNCT
ihlr-22370	232	21	in	in	ADP
ihlr-22370	232	22	turn	turn	NOUN
ihlr-22370	232	23	,	,	PUNCT
ihlr-22370	232	24	relays	relay	VERB
ihlr-22370	232	25	the	the	DET
ihlr-22370	232	26	funds	fund	NOUN
ihlr-22370	232	27	to	to	ADP
ihlr-22370	232	28	the	the	DET
ihlr-22370	232	29	physician	physician	NOUN
ihlr-22370	232	30	,	,	PUNCT
ihlr-22370	232	31	would	would	AUX
ihlr-22370	232	32	still	still	ADV
ihlr-22370	232	33	likely	likely	ADV
ihlr-22370	232	34	have	have	VERB
ihlr-22370	232	35	to	to	PART
ihlr-22370	232	36	report	report	VERB
ihlr-22370	232	37	such	such	ADJ
ihlr-22370	232	38	payments	payment	NOUN
ihlr-22370	232	39	as	as	SCONJ
ihlr-22370	232	40	the	the	DET
ihlr-22370	232	41	sunshine	sunshine	NOUN
ihlr-22370	232	42	act	act	NOUN
ihlr-22370	232	43	does	do	AUX
ihlr-22370	232	44	require	require	VERB
ihlr-22370	232	45	reporting	reporting	NOUN
ihlr-22370	232	46	of	of	ADP
ihlr-22370	232	47	indirect	indirect	ADJ
ihlr-22370	232	48	payments	payment	NOUN
ihlr-22370	232	49	.	.	PUNCT
ihlr-22370	233	1	see	see	VERB
ihlr-22370	233	2	42	42	NUM
ihlr-22370	233	3	.	.	PUNCT
ihlr-22370	234	1	c.f.r	c.f.r	NOUN
ihlr-22370	234	2	.	.	PUNCT
ihlr-22370	235	1	§	§	PROPN
ihlr-22370	235	2	403.902	403.902	PROPN
ihlr-22370	235	3	(	(	PUNCT
ihlr-22370	235	4	definition	definition	NOUN
ihlr-22370	235	5	of	of	ADP
ihlr-22370	235	6	“	"	PUNCT
ihlr-22370	235	7	indirect	indirect	ADJ
ihlr-22370	235	8	payments	payment	NOUN
ihlr-22370	235	9	or	or	CCONJ
ihlr-22370	235	10	other	other	ADJ
ihlr-22370	235	11	transfers	transfer	NOUN
ihlr-22370	235	12	of	of	ADP
ihlr-22370	235	13	value	value	NOUN
ihlr-22370	235	14	”	"	PUNCT
ihlr-22370	235	15	)	)	PUNCT
ihlr-22370	235	16	.	.	PUNCT
ihlr-22370	236	1	however	however	ADV
ihlr-22370	236	2	,	,	PUNCT
ihlr-22370	236	3	more	more	ADV
ihlr-22370	236	4	sophisticated	sophisticated	ADJ
ihlr-22370	236	5	business	business	NOUN
ihlr-22370	236	6	models	model	NOUN
ihlr-22370	236	7	where	where	SCONJ
ihlr-22370	236	8	the	the	DET
ihlr-22370	236	9	cooperating	cooperate	VERB
ihlr-22370	236	10	distributor	distributor	NOUN
ihlr-22370	236	11	is	be	AUX
ihlr-22370	236	12	arguably	arguably	ADV
ihlr-22370	236	13	making	make	VERB
ihlr-22370	236	14	the	the	DET
ihlr-22370	236	15	physician	physician	NOUN
ihlr-22370	236	16	payment	payment	NOUN
ihlr-22370	236	17	independently	independently	ADV
ihlr-22370	236	18	,	,	PUNCT
ihlr-22370	236	19	and	and	CCONJ
ihlr-22370	236	20	not	not	PART
ihlr-22370	236	21	under	under	ADP
ihlr-22370	236	22	the	the	DET
ihlr-22370	236	23	control	control	NOUN
ihlr-22370	236	24	or	or	CCONJ
ihlr-22370	236	25	direction	direction	NOUN
ihlr-22370	236	26	of	of	ADP
ihlr-22370	236	27	the	the	DET
ihlr-22370	236	28	manufacturer	manufacturer	NOUN
ihlr-22370	236	29	,	,	PUNCT
ihlr-22370	236	30	would	would	AUX
ihlr-22370	236	31	likely	likely	ADV
ihlr-22370	236	32	not	not	PART
ihlr-22370	236	33	trigger	trigger	VERB
ihlr-22370	236	34	reporting	reporting	NOUN
ihlr-22370	236	35	as	as	ADP
ihlr-22370	236	36	indirect	indirect	ADJ
ihlr-22370	236	37	payments	payment	NOUN
ihlr-22370	236	38	.	.	PUNCT
ihlr-22370	237	1	36	36	NUM
ihlr-22370	237	2	.	.	PUNCT
ihlr-22370	238	1	see	see	VERB
ihlr-22370	238	2	charles	charles	PROPN
ihlr-22370	238	3	ornstein	ornstein	PROPN
ihlr-22370	238	4	et	et	PROPN
ihlr-22370	238	5	al	al	PROPN
ihlr-22370	238	6	.	.	PROPN
ihlr-22370	238	7	,	,	PUNCT
ihlr-22370	238	8	data	datum	NOUN
ihlr-22370	238	9	on	on	ADP
ihlr-22370	238	10	payments	payment	NOUN
ihlr-22370	238	11	from	from	ADP
ihlr-22370	238	12	drugmakers	drugmaker	NOUN
ihlr-22370	238	13	to	to	ADP
ihlr-22370	238	14	doctors	doctor	NOUN
ihlr-22370	238	15	is	be	AUX
ihlr-22370	238	16	marred	mar	VERB
ihlr-22370	238	17	by	by	ADP
ihlr-22370	238	18	error	error	NOUN
ihlr-22370	238	19	,	,	PUNCT
ihlr-22370	238	20	n.y	n.y	PROPN
ihlr-22370	238	21	.	.	PROPN
ihlr-22370	238	22	times	times	PROPN
ihlr-22370	238	23	(	(	PUNCT
ihlr-22370	238	24	jan	jan	PROPN
ihlr-22370	238	25	.	.	PROPN
ihlr-22370	238	26	22	22	NUM
ihlr-22370	238	27	,	,	PUNCT
ihlr-22370	238	28	2015	2015	NUM
ihlr-22370	238	29	)	)	PUNCT
ihlr-22370	238	30	,	,	PUNCT
ihlr-22370	238	31	https://www.nytimes.com/2015/01/23/upshot/data-onpayments-from-drugmakers-to-doctors-is-marred-by-error.html	https://www.nytimes.com/2015/01/23/upshot/data-onpayments-from-drugmakers-to-doctors-is-marred-by-error.html	VERB
ihlr-22370	239	1	[	[	X
ihlr-22370	239	2	https://perma.cc/rs6f-b94d	https://perma.cc/rs6f-b94d	X
ihlr-22370	239	3	]	]	X
ihlr-22370	239	4	.	.	PUNCT
ihlr-22370	240	1	2018	2018	NUM
ihlr-22370	240	2	]	]	PUNCT
ihlr-22370	240	3	financial	financial	ADJ
ihlr-22370	240	4	conflicts	conflict	NOUN
ihlr-22370	240	5	in	in	ADP
ihlr-22370	240	6	the	the	DET
ihlr-22370	240	7	new	new	ADJ
ihlr-22370	240	8	era	era	NOUN
ihlr-22370	240	9	of	of	ADP
ihlr-22370	240	10	sunshine	sunshine	NOUN
ihlr-22370	240	11	75	75	NUM
ihlr-22370	240	12	of	of	ADP
ihlr-22370	240	13	the	the	DET
ihlr-22370	240	14	payment	payment	NOUN
ihlr-22370	240	15	was	be	AUX
ihlr-22370	240	16	allocated	allocate	VERB
ihlr-22370	240	17	to	to	ADP
ihlr-22370	240	18	each	each	DET
ihlr-22370	240	19	product	product	NOUN
ihlr-22370	240	20	.	.	PUNCT
ihlr-22370	241	1	as	as	ADP
ihlr-22370	241	2	a	a	DET
ihlr-22370	241	3	result	result	NOUN
ihlr-22370	241	4	of	of	ADP
ihlr-22370	241	5	such	such	ADJ
ihlr-22370	241	6	data	datum	NOUN
ihlr-22370	241	7	glitches,37	glitches,37	VERB
ihlr-22370	241	8	the	the	DET
ihlr-22370	241	9	full	full	ADJ
ihlr-22370	241	10	extent	extent	NOUN
ihlr-22370	241	11	of	of	ADP
ihlr-22370	241	12	financial	financial	ADJ
ihlr-22370	241	13	influence	influence	NOUN
ihlr-22370	241	14	behind	behind	ADP
ihlr-22370	241	15	a	a	DET
ihlr-22370	241	16	particular	particular	ADJ
ihlr-22370	241	17	drug	drug	NOUN
ihlr-22370	241	18	or	or	CCONJ
ihlr-22370	241	19	device	device	NOUN
ihlr-22370	241	20	at	at	ADP
ihlr-22370	241	21	times	time	NOUN
ihlr-22370	241	22	remains	remain	VERB
ihlr-22370	241	23	obscured	obscure	VERB
ihlr-22370	241	24	even	even	ADV
ihlr-22370	241	25	after	after	ADP
ihlr-22370	241	26	disclosure	disclosure	NOUN
ihlr-22370	241	27	into	into	ADP
ihlr-22370	241	28	the	the	DET
ihlr-22370	241	29	open	open	ADJ
ihlr-22370	241	30	payment	payment	NOUN
ihlr-22370	241	31	database	database	NOUN
ihlr-22370	241	32	.	.	PUNCT
ihlr-22370	242	1	one	one	NUM
ihlr-22370	242	2	supposed	suppose	VERB
ihlr-22370	242	3	advantage	advantage	NOUN
ihlr-22370	242	4	of	of	ADP
ihlr-22370	242	5	the	the	DET
ihlr-22370	242	6	sunshine	sunshine	PROPN
ihlr-22370	242	7	act	act	PROPN
ihlr-22370	242	8	,	,	PUNCT
ihlr-22370	242	9	compared	compare	VERB
ihlr-22370	242	10	to	to	ADP
ihlr-22370	242	11	many	many	ADJ
ihlr-22370	242	12	previous	previous	ADJ
ihlr-22370	242	13	disclosure	disclosure	NOUN
ihlr-22370	242	14	programs	program	NOUN
ihlr-22370	242	15	,	,	PUNCT
ihlr-22370	242	16	is	be	AUX
ihlr-22370	242	17	that	that	SCONJ
ihlr-22370	242	18	it	it	PRON
ihlr-22370	242	19	does	do	AUX
ihlr-22370	242	20	not	not	PART
ihlr-22370	242	21	depend	depend	VERB
ihlr-22370	242	22	upon	upon	SCONJ
ihlr-22370	242	23	physician	physician	NOUN
ihlr-22370	242	24	reporting	reporting	NOUN
ihlr-22370	242	25	.	.	PUNCT
ihlr-22370	243	1	the	the	DET
ihlr-22370	243	2	reporting	reporting	NOUN
ihlr-22370	243	3	obligations	obligation	NOUN
ihlr-22370	243	4	fall	fall	VERB
ihlr-22370	243	5	entirely	entirely	ADV
ihlr-22370	243	6	upon	upon	SCONJ
ihlr-22370	243	7	manufacturers	manufacturer	NOUN
ihlr-22370	243	8	,	,	PUNCT
ihlr-22370	243	9	the	the	DET
ihlr-22370	243	10	entities	entity	NOUN
ihlr-22370	243	11	making	make	VERB
ihlr-22370	243	12	payments	payment	NOUN
ihlr-22370	243	13	.	.	PUNCT
ihlr-22370	244	1	previous	previous	ADJ
ihlr-22370	244	2	disclosure	disclosure	NOUN
ihlr-22370	244	3	programs	program	NOUN
ihlr-22370	244	4	have	have	AUX
ihlr-22370	244	5	been	be	AUX
ihlr-22370	244	6	marred	mar	VERB
ihlr-22370	244	7	by	by	ADP
ihlr-22370	244	8	low	low	ADJ
ihlr-22370	244	9	physician	physician	NOUN
ihlr-22370	244	10	compliance	compliance	NOUN
ihlr-22370	244	11	in	in	ADP
ihlr-22370	244	12	identifying	identify	VERB
ihlr-22370	244	13	and	and	CCONJ
ihlr-22370	244	14	disclosing	disclose	VERB
ihlr-22370	244	15	payments	payment	NOUN
ihlr-22370	244	16	,	,	PUNCT
ihlr-22370	244	17	perhaps	perhaps	ADV
ihlr-22370	244	18	because	because	SCONJ
ihlr-22370	244	19	physicians38	physicians38	NOUN
ihlr-22370	244	20	are	be	AUX
ihlr-22370	244	21	already	already	ADV
ihlr-22370	244	22	over	over	ADV
ihlr-22370	244	23	-	-	PUNCT
ihlr-22370	244	24	burdened	burden	VERB
ihlr-22370	244	25	by	by	ADP
ihlr-22370	244	26	other	other	ADJ
ihlr-22370	244	27	reporting	reporting	NOUN
ihlr-22370	244	28	obligations	obligation	NOUN
ihlr-22370	244	29	or	or	CCONJ
ihlr-22370	244	30	because	because	SCONJ
ihlr-22370	244	31	they	they	PRON
ihlr-22370	244	32	can	can	AUX
ihlr-22370	244	33	not	not	PART
ihlr-22370	244	34	keep	keep	VERB
ihlr-22370	244	35	accurate	accurate	ADJ
ihlr-22370	244	36	track	track	NOUN
ihlr-22370	244	37	of	of	ADP
ihlr-22370	244	38	all	all	DET
ihlr-22370	244	39	the	the	DET
ihlr-22370	244	40	payments	payment	NOUN
ihlr-22370	244	41	they	they	PRON
ihlr-22370	244	42	typically	typically	ADV
ihlr-22370	244	43	receive	receive	VERB
ihlr-22370	244	44	from	from	ADP
ihlr-22370	244	45	multiple	multiple	ADJ
ihlr-22370	244	46	sources	source	NOUN
ihlr-22370	244	47	,	,	PUNCT
ihlr-22370	244	48	and	and	CCONJ
ihlr-22370	244	49	may	may	AUX
ihlr-22370	244	50	be	be	AUX
ihlr-22370	244	51	reluctant	reluctant	ADJ
ihlr-22370	244	52	to	to	PART
ihlr-22370	244	53	draw	draw	VERB
ihlr-22370	244	54	attention	attention	NOUN
ihlr-22370	244	55	to	to	ADP
ihlr-22370	244	56	their	their	PRON
ihlr-22370	244	57	receipt	receipt	NOUN
ihlr-22370	244	58	of	of	ADP
ihlr-22370	244	59	payments	payment	NOUN
ihlr-22370	244	60	.	.	PUNCT
ihlr-22370	245	1	however	however	ADV
ihlr-22370	245	2	,	,	PUNCT
ihlr-22370	245	3	putting	put	VERB
ihlr-22370	245	4	reporting	report	VERB
ihlr-22370	245	5	obligations	obligation	NOUN
ihlr-22370	245	6	entirely	entirely	ADV
ihlr-22370	245	7	on	on	ADP
ihlr-22370	245	8	manufacturers	manufacturer	NOUN
ihlr-22370	245	9	has	have	AUX
ihlr-22370	245	10	not	not	PART
ihlr-22370	245	11	fully	fully	ADV
ihlr-22370	245	12	avoided	avoid	VERB
ihlr-22370	245	13	the	the	DET
ihlr-22370	245	14	challenge	challenge	NOUN
ihlr-22370	245	15	of	of	ADP
ihlr-22370	245	16	ensuring	ensure	VERB
ihlr-22370	245	17	physician	physician	NOUN
ihlr-22370	245	18	compliance	compliance	NOUN
ihlr-22370	245	19	.	.	PUNCT
ihlr-22370	246	1	physicians	physician	NOUN
ihlr-22370	246	2	are	be	AUX
ihlr-22370	246	3	not	not	PART
ihlr-22370	246	4	fully	fully	ADV
ihlr-22370	246	5	engaging	engage	VERB
ihlr-22370	246	6	with	with	ADP
ihlr-22370	246	7	the	the	DET
ihlr-22370	246	8	data	datum	NOUN
ihlr-22370	246	9	.	.	PUNCT
ihlr-22370	247	1	in	in	ADP
ihlr-22370	247	2	the	the	DET
ihlr-22370	247	3	beginning	beginning	NOUN
ihlr-22370	247	4	of	of	ADP
ihlr-22370	247	5	the	the	DET
ihlr-22370	247	6	open	open	ADJ
ihlr-22370	247	7	payments	payment	NOUN
ihlr-22370	247	8	database	database	NOUN
ihlr-22370	247	9	rollout	rollout	NOUN
ihlr-22370	247	10	,	,	PUNCT
ihlr-22370	247	11	a	a	DET
ihlr-22370	247	12	sizeable	sizeable	ADJ
ihlr-22370	247	13	number	number	NOUN
ihlr-22370	247	14	of	of	ADP
ihlr-22370	247	15	physicians	physician	NOUN
ihlr-22370	247	16	did	do	AUX
ihlr-22370	247	17	not	not	PART
ihlr-22370	247	18	fully	fully	ADV
ihlr-22370	247	19	participate	participate	VERB
ihlr-22370	247	20	in	in	ADP
ihlr-22370	247	21	the	the	DET
ihlr-22370	247	22	verification	verification	NOUN
ihlr-22370	247	23	process	process	NOUN
ihlr-22370	247	24	,	,	PUNCT
ihlr-22370	247	25	meaning	mean	VERB
ihlr-22370	247	26	that	that	SCONJ
ihlr-22370	247	27	much	much	ADJ
ihlr-22370	247	28	of	of	ADP
ihlr-22370	247	29	the	the	DET
ihlr-22370	247	30	posted	post	VERB
ihlr-22370	247	31	data	datum	NOUN
ihlr-22370	247	32	had	have	AUX
ihlr-22370	247	33	not	not	PART
ihlr-22370	247	34	been	be	AUX
ihlr-22370	247	35	fully	fully	ADV
ihlr-22370	247	36	vetted	vet	VERB
ihlr-22370	247	37	.	.	PUNCT
ihlr-22370	248	1	according	accord	VERB
ihlr-22370	248	2	to	to	ADP
ihlr-22370	248	3	a	a	DET
ihlr-22370	248	4	market	market	NOUN
ihlr-22370	248	5	research	research	NOUN
ihlr-22370	248	6	survey	survey	NOUN
ihlr-22370	248	7	conducted	conduct	VERB
ihlr-22370	248	8	several	several	ADJ
ihlr-22370	248	9	weeks	week	NOUN
ihlr-22370	248	10	after	after	SCONJ
ihlr-22370	248	11	the39	the39	VERB
ihlr-22370	248	12	open	open	ADJ
ihlr-22370	248	13	payments	payment	NOUN
ihlr-22370	248	14	database	database	NOUN
ihlr-22370	248	15	went	go	VERB
ihlr-22370	248	16	public	public	ADJ
ihlr-22370	248	17	,	,	PUNCT
ihlr-22370	248	18	only	only	ADV
ihlr-22370	248	19	46	46	NUM
ihlr-22370	248	20	%	%	NOUN
ihlr-22370	248	21	of	of	ADP
ihlr-22370	248	22	physicians	physician	NOUN
ihlr-22370	248	23	reported	report	VERB
ihlr-22370	248	24	having	having	AUX
ihlr-22370	248	25	checked	check	VERB
ihlr-22370	248	26	the	the	DET
ihlr-22370	248	27	website	website	NOUN
ihlr-22370	248	28	,	,	PUNCT
ihlr-22370	248	29	for	for	ADP
ihlr-22370	248	30	reasons	reason	NOUN
ihlr-22370	248	31	ranging	range	VERB
ihlr-22370	248	32	from	from	ADP
ihlr-22370	248	33	curiosity	curiosity	NOUN
ihlr-22370	248	34	to	to	ADP
ihlr-22370	248	35	verifying	verify	VERB
ihlr-22370	248	36	the	the	DET
ihlr-22370	248	37	accuracy	accuracy	NOUN
ihlr-22370	248	38	of	of	ADP
ihlr-22370	248	39	payments	payment	NOUN
ihlr-22370	248	40	reported	report	VERB
ihlr-22370	248	41	to	to	ADP
ihlr-22370	248	42	them	they	PRON
ihlr-22370	248	43	.	.	PUNCT
ihlr-22370	249	1	other	other	ADJ
ihlr-22370	249	2	physicians	physician	NOUN
ihlr-22370	249	3	who	who	PRON
ihlr-22370	249	4	did	do	AUX
ihlr-22370	249	5	register	register	VERB
ihlr-22370	249	6	and	and	CCONJ
ihlr-22370	249	7	identified40	identified40	VERB
ihlr-22370	249	8	payment	payment	NOUN
ihlr-22370	249	9	reports	report	NOUN
ihlr-22370	249	10	they	they	PRON
ihlr-22370	249	11	thought	think	VERB
ihlr-22370	249	12	inaccurate	inaccurate	ADJ
ihlr-22370	249	13	complained	complain	VERB
ihlr-22370	249	14	about	about	ADP
ihlr-22370	249	15	the	the	DET
ihlr-22370	249	16	inability	inability	NOUN
ihlr-22370	249	17	to	to	PART
ihlr-22370	249	18	get	get	VERB
ihlr-22370	249	19	the	the	DET
ihlr-22370	249	20	information	information	NOUN
ihlr-22370	249	21	timely	timely	ADV
ihlr-22370	249	22	corrected	correct	VERB
ihlr-22370	249	23	and	and	CCONJ
ihlr-22370	249	24	problems	problem	NOUN
ihlr-22370	249	25	with	with	ADP
ihlr-22370	249	26	the	the	DET
ihlr-22370	249	27	dispute	dispute	NOUN
ihlr-22370	249	28	resolution	resolution	NOUN
ihlr-22370	249	29	process.41	process.41	NOUN
ihlr-22370	249	30	these	these	DET
ihlr-22370	249	31	problems	problem	NOUN
ihlr-22370	249	32	may	may	AUX
ihlr-22370	249	33	be	be	AUX
ihlr-22370	249	34	arising	arise	VERB
ihlr-22370	249	35	in	in	ADP
ihlr-22370	249	36	part	part	NOUN
ihlr-22370	249	37	because	because	SCONJ
ihlr-22370	249	38	of	of	ADP
ihlr-22370	249	39	the	the	DET
ihlr-22370	249	40	misaligned	misalign	VERB
ihlr-22370	249	41	incentives	incentive	NOUN
ihlr-22370	249	42	under	under	ADP
ihlr-22370	249	43	the	the	DET
ihlr-22370	249	44	sunshine	sunshine	NOUN
ihlr-22370	249	45	act	act	NOUN
ihlr-22370	249	46	for	for	ADP
ihlr-22370	249	47	reporting	report	VERB
ihlr-22370	249	48	compliance	compliance	NOUN
ihlr-22370	249	49	.	.	PUNCT
ihlr-22370	250	1	companies	company	NOUN
ihlr-22370	250	2	can	can	AUX
ihlr-22370	250	3	incur	incur	VERB
ihlr-22370	250	4	substantial	substantial	ADJ
ihlr-22370	250	5	fines	fine	NOUN
ihlr-22370	250	6	for	for	ADP
ihlr-22370	250	7	insufficient	insufficient	ADJ
ihlr-22370	250	8	reporting	reporting	NOUN
ihlr-22370	250	9	of	of	ADP
ihlr-22370	250	10	their	their	PRON
ihlr-22370	250	11	payments	payment	NOUN
ihlr-22370	250	12	to	to	ADP
ihlr-22370	250	13	physicians	physician	NOUN
ihlr-22370	250	14	.	.	PUNCT
ihlr-22370	251	1	they42	they42	PROPN
ihlr-22370	251	2	may	may	AUX
ihlr-22370	251	3	be	be	AUX
ihlr-22370	251	4	inclined	incline	VERB
ihlr-22370	251	5	to	to	PART
ihlr-22370	251	6	err	err	VERB
ihlr-22370	251	7	on	on	ADP
ihlr-22370	251	8	the	the	DET
ihlr-22370	251	9	side	side	NOUN
ihlr-22370	251	10	of	of	ADP
ihlr-22370	251	11	over	over	ADP
ihlr-22370	251	12	-	-	PUNCT
ihlr-22370	251	13	reporting	reporting	NOUN
ihlr-22370	251	14	,	,	PUNCT
ihlr-22370	251	15	identifying	identify	VERB
ihlr-22370	251	16	some	some	DET
ihlr-22370	251	17	payments	payment	NOUN
ihlr-22370	251	18	even	even	ADV
ihlr-22370	251	19	if	if	SCONJ
ihlr-22370	251	20	unsure	unsure	ADJ
ihlr-22370	251	21	really	really	ADV
ihlr-22370	251	22	whether	whether	SCONJ
ihlr-22370	251	23	they	they	PRON
ihlr-22370	251	24	needed	need	VERB
ihlr-22370	251	25	to	to	PART
ihlr-22370	251	26	be	be	AUX
ihlr-22370	251	27	reported	report	VERB
ihlr-22370	251	28	or	or	CCONJ
ihlr-22370	251	29	if	if	SCONJ
ihlr-22370	251	30	unsure	unsure	ADJ
ihlr-22370	251	31	which	which	PRON
ihlr-22370	251	32	37	37	NUM
ihlr-22370	251	33	.	.	PUNCT
ihlr-22370	252	1	i	i	PRON
ihlr-22370	252	2	d.	d.	PROPN
ihlr-22370	252	3	38	38	NUM
ihlr-22370	252	4	.	.	PUNCT
ihlr-22370	253	1	see	see	VERB
ihlr-22370	253	2	iom	iom	PROPN
ihlr-22370	253	3	conflict	conflict	NOUN
ihlr-22370	253	4	of	of	ADP
ihlr-22370	253	5	interest	interest	NOUN
ihlr-22370	253	6	report	report	NOUN
ihlr-22370	253	7	,	,	PUNCT
ihlr-22370	253	8	supra	supra	PROPN
ihlr-22370	253	9	note	note	NOUN
ihlr-22370	253	10	1	1	NUM
ihlr-22370	253	11	,	,	PUNCT
ihlr-22370	253	12	at	at	ADP
ihlr-22370	253	13	63	63	NUM
ihlr-22370	253	14	;	;	PUNCT
ihlr-22370	254	1	kanu	kanu	PROPN
ihlr-22370	254	2	okike	okike	PROPN
ihlr-22370	254	3	et	et	PROPN
ihlr-22370	254	4	al	al	PROPN
ihlr-22370	254	5	.	.	PROPN
ihlr-22370	254	6	,	,	PUNCT
ihlr-22370	254	7	accuracy	accuracy	NOUN
ihlr-22370	254	8	of	of	ADP
ihlr-22370	254	9	conflict	conflict	NOUN
ihlr-22370	254	10	-	-	PUNCT
ihlr-22370	254	11	of	of	ADP
ihlr-22370	254	12	-	-	PUNCT
ihlr-22370	254	13	interest	interest	NOUN
ihlr-22370	254	14	disclosures	disclosure	NOUN
ihlr-22370	254	15	reported	report	VERB
ihlr-22370	254	16	by	by	ADP
ihlr-22370	254	17	physicians	physician	NOUN
ihlr-22370	254	18	,	,	PUNCT
ihlr-22370	254	19	361	361	NUM
ihlr-22370	254	20	new	new	ADJ
ihlr-22370	254	21	eng	eng	PROPN
ihlr-22370	254	22	.	.	PUNCT
ihlr-22370	255	1	j.	j.	PROPN
ihlr-22370	255	2	med	med	PROPN
ihlr-22370	255	3	.	.	PROPN
ihlr-22370	255	4	1466	1466	NUM
ihlr-22370	255	5	,	,	PUNCT
ihlr-22370	255	6	1470–71	1470–71	NOUN
ihlr-22370	255	7	(	(	PUNCT
ihlr-22370	255	8	2009	2009	NUM
ihlr-22370	255	9	)	)	PUNCT
ihlr-22370	255	10	;	;	PUNCT
ihlr-22370	255	11	gardiner	gardiner	PROPN
ihlr-22370	255	12	harris	harris	PROPN
ihlr-22370	255	13	,	,	PUNCT
ihlr-22370	255	14	top	top	ADJ
ihlr-22370	255	15	psychiatrists	psychiatrist	NOUN
ihlr-22370	255	16	did	do	AUX
ihlr-22370	255	17	n’t	not	PART
ihlr-22370	255	18	report	report	VERB
ihlr-22370	255	19	drug	drug	NOUN
ihlr-22370	255	20	makers	maker	NOUN
ihlr-22370	255	21	’	'	PUNCT
ihlr-22370	255	22	pay	pay	NOUN
ihlr-22370	255	23	,	,	PUNCT
ihlr-22370	255	24	n.y	n.y	PROPN
ihlr-22370	255	25	.	.	PROPN
ihlr-22370	255	26	times	times	PROPN
ihlr-22370	255	27	(	(	PUNCT
ihlr-22370	255	28	oct	oct	PROPN
ihlr-22370	255	29	.	.	PROPN
ihlr-22370	255	30	3	3	NUM
ihlr-22370	255	31	,	,	PUNCT
ihlr-22370	255	32	2008	2008	NUM
ihlr-22370	255	33	)	)	PUNCT
ihlr-22370	255	34	,	,	PUNCT
ihlr-22370	255	35	http://www.nytimes.com/2008/10/04/health/policy/04drug.html	http://www.nytimes.com/2008/10/04/health/policy/04drug.html	NOUN
ihlr-22370	256	1	[	[	X
ihlr-22370	256	2	https://perma.cc/	https://perma.cc/	PROPN
ihlr-22370	256	3	e9fw	e9fw	NOUN
ihlr-22370	256	4	-	-	NOUN
ihlr-22370	256	5	zqn5	zqn5	NOUN
ihlr-22370	256	6	]	]	X
ihlr-22370	256	7	.	.	PUNCT
ihlr-22370	257	1	39	39	NUM
ihlr-22370	257	2	.	.	PUNCT
ihlr-22370	258	1	sachin	sachin	PROPN
ihlr-22370	258	2	santhakumar	santhakumar	PROPN
ihlr-22370	258	3	et	et	PROPN
ihlr-22370	258	4	al	al	PROPN
ihlr-22370	258	5	.	.	PROPN
ihlr-22370	258	6	,	,	PUNCT
ihlr-22370	258	7	the	the	DET
ihlr-22370	258	8	physician	physician	NOUN
ihlr-22370	258	9	payment	payment	NOUN
ihlr-22370	258	10	sunshine	sunshine	PROPN
ihlr-22370	258	11	act	act	PROPN
ihlr-22370	258	12	:	:	PUNCT
ihlr-22370	258	13	testing	test	VERB
ihlr-22370	258	14	the	the	DET
ihlr-22370	258	15	value	value	NOUN
ihlr-22370	258	16	of	of	ADP
ihlr-22370	258	17	transparency	transparency	NOUN
ihlr-22370	258	18	,	,	PUNCT
ihlr-22370	258	19	313	313	NUM
ihlr-22370	258	20	jama	jama	NOUN
ihlr-22370	258	21	23	23	NUM
ihlr-22370	258	22	,	,	PUNCT
ihlr-22370	258	23	23	23	NUM
ihlr-22370	258	24	(	(	PUNCT
ihlr-22370	258	25	2015	2015	NUM
ihlr-22370	258	26	)	)	PUNCT
ihlr-22370	258	27	(	(	PUNCT
ihlr-22370	258	28	noting	note	VERB
ihlr-22370	258	29	that	that	SCONJ
ihlr-22370	258	30	only	only	ADV
ihlr-22370	258	31	4.8	4.8	NUM
ihlr-22370	258	32	%	%	NOUN
ihlr-22370	258	33	of	of	ADP
ihlr-22370	258	34	physicians	physician	NOUN
ihlr-22370	258	35	and	and	CCONJ
ihlr-22370	258	36	29.8	29.8	NUM
ihlr-22370	258	37	%	%	NOUN
ihlr-22370	258	38	of	of	ADP
ihlr-22370	258	39	teaching	teaching	NOUN
ihlr-22370	258	40	hospitals	hospital	NOUN
ihlr-22370	258	41	engaged	engage	VERB
ihlr-22370	258	42	in	in	ADP
ihlr-22370	258	43	the	the	DET
ihlr-22370	258	44	vetting	vetting	NOUN
ihlr-22370	258	45	process	process	NOUN
ihlr-22370	258	46	for	for	ADP
ihlr-22370	258	47	the	the	DET
ihlr-22370	258	48	2013	2013	NUM
ihlr-22370	258	49	open	open	ADJ
ihlr-22370	258	50	payments	payment	NOUN
ihlr-22370	258	51	data	datum	NOUN
ihlr-22370	258	52	)	)	PUNCT
ihlr-22370	258	53	.	.	PUNCT
ihlr-22370	259	1	40	40	NUM
ihlr-22370	259	2	.	.	PUNCT
ihlr-22370	260	1	ed	ed	PROPN
ihlr-22370	260	2	silverman	silverman	PROPN
ihlr-22370	260	3	,	,	PUNCT
ihlr-22370	260	4	what	what	DET
ihlr-22370	260	5	money	money	NOUN
ihlr-22370	260	6	?	?	PUNCT
ihlr-22370	261	1	many	many	ADJ
ihlr-22370	261	2	docs	doc	NOUN
ihlr-22370	261	3	have	have	AUX
ihlr-22370	261	4	n’t	not	PART
ihlr-22370	261	5	visited	visit	VERB
ihlr-22370	261	6	the	the	DET
ihlr-22370	261	7	open	open	ADJ
ihlr-22370	261	8	payments	payment	NOUN
ihlr-22370	261	9	database	database	NOUN
ihlr-22370	261	10	,	,	PUNCT
ihlr-22370	262	1	wall	wall	PROPN
ihlr-22370	262	2	st	st	PROPN
ihlr-22370	262	3	.	.	PROPN
ihlr-22370	262	4	j.	j.	PROPN
ihlr-22370	262	5	(	(	PUNCT
ihlr-22370	262	6	feb	feb	PROPN
ihlr-22370	262	7	.	.	PROPN
ihlr-22370	262	8	20	20	NUM
ihlr-22370	262	9	,	,	PUNCT
ihlr-22370	262	10	2015	2015	NUM
ihlr-22370	262	11	)	)	PUNCT
ihlr-22370	262	12	,	,	PUNCT
ihlr-22370	262	13	https://blogs.wsj.com/pharmalot/2015/02/20/what-money-most-docshavent-visited-the-open-payments-database/	https://blogs.wsj.com/pharmalot/2015/02/20/what-money-most-docshavent-visited-the-open-payments-database/	NOUN
ihlr-22370	263	1	[	[	X
ihlr-22370	263	2	https://perma.cc/cy2z-9f83	https://perma.cc/cy2z-9f83	X
ihlr-22370	263	3	]	]	X
ihlr-22370	263	4	.	.	PUNCT
ihlr-22370	264	1	41	41	NUM
ihlr-22370	264	2	.	.	PUNCT
ihlr-22370	265	1	elizabeth	elizabeth	PROPN
ihlr-22370	265	2	richardson	richardson	PROPN
ihlr-22370	265	3	,	,	PUNCT
ihlr-22370	265	4	health	health	NOUN
ihlr-22370	265	5	policy	policy	NOUN
ihlr-22370	265	6	briefs	brief	NOUN
ihlr-22370	265	7	:	:	PUNCT
ihlr-22370	265	8	the	the	DET
ihlr-22370	265	9	physician	physician	NOUN
ihlr-22370	265	10	payments	payment	NOUN
ihlr-22370	265	11	sunshine	sunshine	PROPN
ihlr-22370	265	12	act	act	PROPN
ihlr-22370	265	13	,	,	PUNCT
ihlr-22370	265	14	health	health	NOUN
ihlr-22370	265	15	aff	aff	PROPN
ihlr-22370	265	16	.	.	PROPN
ihlr-22370	266	1	1	1	NUM
ihlr-22370	266	2	,	,	PUNCT
ihlr-22370	266	3	4	4	NUM
ihlr-22370	266	4	(	(	PUNCT
ihlr-22370	266	5	oct	oct	PROPN
ihlr-22370	266	6	.	.	PROPN
ihlr-22370	266	7	2	2	NUM
ihlr-22370	266	8	,	,	PUNCT
ihlr-22370	266	9	2014	2014	NUM
ihlr-22370	266	10	)	)	PUNCT
ihlr-22370	266	11	,	,	PUNCT
ihlr-22370	266	12	http://www.healthaffairs.org/healthpolicybriefs/brief.php	http://www.healthaffairs.org/healthpolicybriefs/brief.php	X
ihlr-22370	266	13	?	?	PUNCT
ihlr-22370	267	1	brief_id=127	brief_id=127	NOUN
ihlr-22370	267	2	[	[	X
ihlr-22370	267	3	https://perma.cc/vz57-amg8	https://perma.cc/vz57-amg8	X
ihlr-22370	267	4	]	]	PUNCT
ihlr-22370	267	5	;	;	PUNCT
ihlr-22370	267	6	see	see	VERB
ihlr-22370	267	7	also	also	ADV
ihlr-22370	267	8	susan	susan	PROPN
ihlr-22370	267	9	chimonas	chimonas	PROPN
ihlr-22370	267	10	et	et	PROPN
ihlr-22370	267	11	al	al	PROPN
ihlr-22370	267	12	.	.	PROPN
ihlr-22370	267	13	,	,	PUNCT
ihlr-22370	267	14	bringing	bring	VERB
ihlr-22370	267	15	transparency	transparency	NOUN
ihlr-22370	267	16	to	to	ADP
ihlr-22370	267	17	medicine	medicine	NOUN
ihlr-22370	267	18	:	:	PUNCT
ihlr-22370	267	19	exploring	explore	VERB
ihlr-22370	267	20	physicians	physician	NOUN
ihlr-22370	267	21	’	'	PUNCT
ihlr-22370	267	22	views	view	NOUN
ihlr-22370	267	23	and	and	CCONJ
ihlr-22370	267	24	experiences	experience	NOUN
ihlr-22370	267	25	of	of	ADP
ihlr-22370	267	26	the	the	DET
ihlr-22370	267	27	sunshine	sunshine	PROPN
ihlr-22370	267	28	act	act	PROPN
ihlr-22370	267	29	,	,	PUNCT
ihlr-22370	267	30	17	17	NUM
ihlr-22370	267	31	am	am	NOUN
ihlr-22370	267	32	.	.	PUNCT
ihlr-22370	268	1	j.	j.	PROPN
ihlr-22370	268	2	bioethics	bioethics	PROPN
ihlr-22370	268	3	4	4	NUM
ihlr-22370	268	4	,	,	PUNCT
ihlr-22370	268	5	10	10	NUM
ihlr-22370	268	6	(	(	PUNCT
ihlr-22370	268	7	2017	2017	NUM
ihlr-22370	268	8	)	)	PUNCT
ihlr-22370	268	9	(	(	PUNCT
ihlr-22370	268	10	noting	note	VERB
ihlr-22370	268	11	that	that	SCONJ
ihlr-22370	268	12	physician	physician	NOUN
ihlr-22370	268	13	participation	participation	NOUN
ihlr-22370	268	14	“	"	PUNCT
ihlr-22370	268	15	has	have	AUX
ihlr-22370	268	16	been	be	AUX
ihlr-22370	268	17	exceedingly	exceedingly	ADV
ihlr-22370	268	18	low	low	ADJ
ihlr-22370	268	19	”	"	PUNCT
ihlr-22370	268	20	)	)	PUNCT
ihlr-22370	268	21	.	.	PUNCT
ihlr-22370	269	1	42	42	NUM
ihlr-22370	269	2	.	.	PUNCT
ihlr-22370	270	1	see	see	VERB
ihlr-22370	270	2	42	42	NUM
ihlr-22370	270	3	u.s.c	u.s.c	ADJ
ihlr-22370	270	4	.	.	PUNCT
ihlr-22370	271	1	§	§	PROPN
ihlr-22370	271	2	1320a-7h(b	1320a-7h(b	NUM
ihlr-22370	271	3	)	)	PUNCT
ihlr-22370	271	4	(	(	PUNCT
ihlr-22370	271	5	2012	2012	NUM
ihlr-22370	271	6	)	)	PUNCT
ihlr-22370	271	7	.	.	PUNCT
ihlr-22370	272	1	https://doi.org/10.1056/nejmsa0807160	https://doi.org/10.1056/nejmsa0807160	NOUN
ihlr-22370	272	2	https://doi.org/10.1001/jama.2014.15472	https://doi.org/10.1001/jama.2014.15472	PROPN
ihlr-22370	272	3	https://doi.org/10.1080/15265161.2017.1313334	https://doi.org/10.1080/15265161.2017.1313334	PROPN
ihlr-22370	273	1	76	76	NUM
ihlr-22370	273	2	indiana	indiana	PROPN
ihlr-22370	273	3	health	health	PROPN
ihlr-22370	273	4	law	law	PROPN
ihlr-22370	273	5	review	review	NOUN
ihlr-22370	273	6	[	[	X
ihlr-22370	273	7	vol	vol	NOUN
ihlr-22370	273	8	.	.	PUNCT
ihlr-22370	274	1	15:67	15:67	NUM
ihlr-22370	274	2	physician	physician	NOUN
ihlr-22370	274	3	recipients	recipient	NOUN
ihlr-22370	274	4	were	be	AUX
ihlr-22370	274	5	involved	involve	VERB
ihlr-22370	274	6	.	.	PUNCT
ihlr-22370	275	1	physicians	physician	NOUN
ihlr-22370	275	2	,	,	PUNCT
ihlr-22370	275	3	however	however	ADV
ihlr-22370	275	4	,	,	PUNCT
ihlr-22370	275	5	face	face	VERB
ihlr-22370	275	6	no	no	DET
ihlr-22370	275	7	direct	direct	ADJ
ihlr-22370	275	8	sanctions	sanction	NOUN
ihlr-22370	275	9	under	under	ADP
ihlr-22370	275	10	the	the	DET
ihlr-22370	275	11	sunshine	sunshine	NOUN
ihlr-22370	275	12	act	act	NOUN
ihlr-22370	275	13	as	as	ADP
ihlr-22370	275	14	to	to	ADP
ihlr-22370	275	15	whether	whether	SCONJ
ihlr-22370	275	16	their	their	PRON
ihlr-22370	275	17	financial	financial	ADJ
ihlr-22370	275	18	relationships	relationship	NOUN
ihlr-22370	275	19	were	be	AUX
ihlr-22370	275	20	reported	report	VERB
ihlr-22370	275	21	inaccurately	inaccurately	ADV
ihlr-22370	275	22	or	or	CCONJ
ihlr-22370	275	23	not	not	PART
ihlr-22370	275	24	at	at	ADV
ihlr-22370	275	25	all	all	ADV
ihlr-22370	275	26	.	.	PUNCT
ihlr-22370	276	1	thus	thus	ADV
ihlr-22370	276	2	,	,	PUNCT
ihlr-22370	276	3	physicians	physician	NOUN
ihlr-22370	276	4	have	have	AUX
ihlr-22370	276	5	limited	limit	VERB
ihlr-22370	276	6	direct	direct	ADJ
ihlr-22370	276	7	incentives	incentive	NOUN
ihlr-22370	276	8	to	to	PART
ihlr-22370	276	9	engage	engage	VERB
ihlr-22370	276	10	with	with	ADP
ihlr-22370	276	11	and	and	CCONJ
ihlr-22370	276	12	verify	verify	VERB
ihlr-22370	276	13	the	the	DET
ihlr-22370	276	14	data	datum	NOUN
ihlr-22370	276	15	.	.	PUNCT
ihlr-22370	277	1	while	while	SCONJ
ihlr-22370	277	2	presumably	presumably	ADV
ihlr-22370	277	3	reputational	reputational	ADJ
ihlr-22370	277	4	concerns	concern	NOUN
ihlr-22370	277	5	associated	associate	VERB
ihlr-22370	277	6	with	with	ADP
ihlr-22370	277	7	public	public	ADJ
ihlr-22370	277	8	disclosure	disclosure	NOUN
ihlr-22370	277	9	would	would	AUX
ihlr-22370	277	10	motivate	motivate	VERB
ihlr-22370	277	11	a	a	DET
ihlr-22370	277	12	fair	fair	ADJ
ihlr-22370	277	13	number	number	NOUN
ihlr-22370	277	14	of	of	ADP
ihlr-22370	277	15	physicians	physician	NOUN
ihlr-22370	277	16	to	to	PART
ihlr-22370	277	17	want	want	VERB
ihlr-22370	277	18	to	to	PART
ihlr-22370	277	19	review	review	VERB
ihlr-22370	277	20	the	the	DET
ihlr-22370	277	21	accuracy	accuracy	NOUN
ihlr-22370	277	22	of	of	ADP
ihlr-22370	277	23	reports	report	NOUN
ihlr-22370	277	24	appearing	appear	VERB
ihlr-22370	277	25	in	in	ADP
ihlr-22370	277	26	the	the	DET
ihlr-22370	277	27	open	open	ADJ
ihlr-22370	277	28	payments	payment	NOUN
ihlr-22370	277	29	database	database	NOUN
ihlr-22370	277	30	,	,	PUNCT
ihlr-22370	277	31	physician	physician	NOUN
ihlr-22370	277	32	engagement	engagement	NOUN
ihlr-22370	277	33	still	still	ADV
ihlr-22370	277	34	could	could	AUX
ihlr-22370	277	35	be	be	AUX
ihlr-22370	277	36	considerably	considerably	ADV
ihlr-22370	277	37	improved	improve	VERB
ihlr-22370	277	38	.	.	PUNCT
ihlr-22370	278	1	b.	b.	PROPN
ihlr-22370	278	2	data	data	PROPN
ihlr-22370	278	3	translation	translation	NOUN
ihlr-22370	278	4	and	and	CCONJ
ihlr-22370	278	5	communication	communication	NOUN
ihlr-22370	278	6	a	a	DET
ihlr-22370	278	7	successful	successful	ADJ
ihlr-22370	278	8	transparency	transparency	NOUN
ihlr-22370	278	9	program	program	NOUN
ihlr-22370	278	10	attends	attend	VERB
ihlr-22370	278	11	to	to	ADP
ihlr-22370	278	12	data	data	NOUN
ihlr-22370	278	13	translation	translation	NOUN
ihlr-22370	278	14	and	and	CCONJ
ihlr-22370	278	15	communication	communication	NOUN
ihlr-22370	278	16	.	.	PUNCT
ihlr-22370	279	1	even	even	ADV
ihlr-22370	279	2	with	with	SCONJ
ihlr-22370	279	3	the	the	DET
ihlr-22370	279	4	most	most	ADV
ihlr-22370	279	5	accurate	accurate	ADJ
ihlr-22370	279	6	and	and	CCONJ
ihlr-22370	279	7	meaningful	meaningful	ADJ
ihlr-22370	279	8	information	information	NOUN
ihlr-22370	279	9	gathered	gather	VERB
ihlr-22370	279	10	,	,	PUNCT
ihlr-22370	279	11	a	a	DET
ihlr-22370	279	12	disclosure	disclosure	NOUN
ihlr-22370	279	13	program	program	NOUN
ihlr-22370	279	14	can	can	AUX
ihlr-22370	279	15	be	be	AUX
ihlr-22370	279	16	rendered	render	VERB
ihlr-22370	279	17	ineffective	ineffective	ADJ
ihlr-22370	279	18	by	by	ADP
ihlr-22370	279	19	how	how	SCONJ
ihlr-22370	279	20	the	the	DET
ihlr-22370	279	21	data	data	NOUN
ihlr-22370	279	22	is	be	AUX
ihlr-22370	279	23	interpreted	interpret	VERB
ihlr-22370	279	24	and	and	CCONJ
ihlr-22370	279	25	displayed	display	VERB
ihlr-22370	279	26	.	.	PUNCT
ihlr-22370	280	1	there	there	PRON
ihlr-22370	280	2	is	be	VERB
ihlr-22370	280	3	considerable	considerable	ADJ
ihlr-22370	280	4	risk	risk	NOUN
ihlr-22370	280	5	that	that	PRON
ihlr-22370	280	6	end	end	VERB
ihlr-22370	280	7	users	user	NOUN
ihlr-22370	280	8	may	may	AUX
ihlr-22370	280	9	simply	simply	ADV
ihlr-22370	280	10	tune	tune	VERB
ihlr-22370	280	11	out	out	ADP
ihlr-22370	280	12	,	,	PUNCT
ihlr-22370	280	13	misinterpret	misinterpret	VERB
ihlr-22370	280	14	,	,	PUNCT
ihlr-22370	280	15	or	or	CCONJ
ihlr-22370	280	16	fail	fail	VERB
ihlr-22370	280	17	to	to	PART
ihlr-22370	280	18	engage	engage	VERB
ihlr-22370	280	19	with	with	ADP
ihlr-22370	280	20	the	the	DET
ihlr-22370	280	21	disclosed	disclose	VERB
ihlr-22370	280	22	information	information	NOUN
ihlr-22370	280	23	.	.	PUNCT
ihlr-22370	281	1	thus	thus	ADV
ihlr-22370	281	2	,	,	PUNCT
ihlr-22370	281	3	effective	effective	ADJ
ihlr-22370	281	4	disclosure	disclosure	NOUN
ihlr-22370	281	5	programs	program	NOUN
ihlr-22370	281	6	translate	translate	VERB
ihlr-22370	281	7	the	the	DET
ihlr-22370	281	8	gathered	gather	VERB
ihlr-22370	281	9	data	datum	NOUN
ihlr-22370	281	10	in	in	ADP
ihlr-22370	281	11	a	a	DET
ihlr-22370	281	12	way	way	NOUN
ihlr-22370	281	13	that	that	PRON
ihlr-22370	281	14	is	be	AUX
ihlr-22370	281	15	comprehensible	comprehensible	ADJ
ihlr-22370	281	16	to	to	ADP
ihlr-22370	281	17	end	end	VERB
ihlr-22370	281	18	-	-	PUNCT
ihlr-22370	281	19	users	user	NOUN
ihlr-22370	281	20	and	and	CCONJ
ihlr-22370	281	21	compatible	compatible	ADJ
ihlr-22370	281	22	in	in	ADP
ihlr-22370	281	23	format	format	NOUN
ihlr-22370	281	24	and	and	CCONJ
ihlr-22370	281	25	other	other	ADJ
ihlr-22370	281	26	features	feature	NOUN
ihlr-22370	281	27	with	with	ADP
ihlr-22370	281	28	their	their	PRON
ihlr-22370	281	29	typical	typical	ADJ
ihlr-22370	281	30	decision	decision	NOUN
ihlr-22370	281	31	-	-	PUNCT
ihlr-22370	281	32	making	making	NOUN
ihlr-22370	281	33	so	so	SCONJ
ihlr-22370	281	34	that	that	SCONJ
ihlr-22370	281	35	the	the	DET
ihlr-22370	281	36	information	information	NOUN
ihlr-22370	281	37	likely	likely	ADV
ihlr-22370	281	38	becomes	become	VERB
ihlr-22370	281	39	“	"	PUNCT
ihlr-22370	281	40	embedded	embed	VERB
ihlr-22370	281	41	”	"	PUNCT
ihlr-22370	281	42	in	in	ADP
ihlr-22370	281	43	user	user	NOUN
ihlr-22370	281	44	decisions	decision	NOUN
ihlr-22370	281	45	.	.	PUNCT
ihlr-22370	282	1	likewise	likewise	ADV
ihlr-22370	282	2	,	,	PUNCT
ihlr-22370	282	3	end	end	NOUN
ihlr-22370	282	4	users	user	NOUN
ihlr-22370	282	5	must	must	AUX
ihlr-22370	282	6	obtain	obtain	VERB
ihlr-22370	282	7	the	the	DET
ihlr-22370	282	8	relevant	relevant	ADJ
ihlr-22370	282	9	data	datum	NOUN
ihlr-22370	282	10	with	with	ADP
ihlr-22370	282	11	low43	low43	NOUN
ihlr-22370	282	12	enough	enough	ADJ
ihlr-22370	282	13	information	information	NOUN
ihlr-22370	282	14	costs	cost	NOUN
ihlr-22370	282	15	to	to	PART
ihlr-22370	282	16	justify	justify	VERB
ihlr-22370	282	17	their	their	PRON
ihlr-22370	282	18	expected	expect	VERB
ihlr-22370	282	19	benefits	benefit	NOUN
ihlr-22370	282	20	,	,	PUNCT
ihlr-22370	282	21	and	and	CCONJ
ihlr-22370	282	22	end	end	VERB
ihlr-22370	282	23	users	user	NOUN
ihlr-22370	282	24	must	must	AUX
ihlr-22370	282	25	perceive	perceive	VERB
ihlr-22370	282	26	that	that	SCONJ
ihlr-22370	282	27	the	the	DET
ihlr-22370	282	28	information	information	NOUN
ihlr-22370	282	29	has	have	VERB
ihlr-22370	282	30	value	value	NOUN
ihlr-22370	282	31	because	because	SCONJ
ihlr-22370	282	32	they	they	PRON
ihlr-22370	282	33	are	be	AUX
ihlr-22370	282	34	in	in	ADP
ihlr-22370	282	35	a	a	DET
ihlr-22370	282	36	position	position	NOUN
ihlr-22370	282	37	to	to	PART
ihlr-22370	282	38	act	act	VERB
ihlr-22370	282	39	on	on	ADP
ihlr-22370	282	40	and	and	CCONJ
ihlr-22370	282	41	make	make	VERB
ihlr-22370	282	42	meaningful	meaningful	ADJ
ihlr-22370	282	43	choices	choice	NOUN
ihlr-22370	282	44	with	with	ADP
ihlr-22370	282	45	the	the	DET
ihlr-22370	282	46	information	information	NOUN
ihlr-22370	282	47	.	.	PUNCT
ihlr-22370	283	1	44	44	NUM
ihlr-22370	283	2	like	like	ADP
ihlr-22370	283	3	many	many	ADJ
ihlr-22370	283	4	transparency	transparency	NOUN
ihlr-22370	283	5	programs	program	NOUN
ihlr-22370	283	6	,	,	PUNCT
ihlr-22370	283	7	the	the	DET
ihlr-22370	283	8	sunshine	sunshine	PROPN
ihlr-22370	283	9	act	act	NOUN
ihlr-22370	283	10	struggles	struggle	VERB
ihlr-22370	283	11	with	with	ADP
ihlr-22370	283	12	these	these	DET
ihlr-22370	283	13	inherent	inherent	ADJ
ihlr-22370	283	14	challenges	challenge	NOUN
ihlr-22370	283	15	in	in	ADP
ihlr-22370	283	16	data	data	NOUN
ihlr-22370	283	17	translation	translation	NOUN
ihlr-22370	283	18	and	and	CCONJ
ihlr-22370	283	19	communication	communication	NOUN
ihlr-22370	283	20	.	.	PUNCT
ihlr-22370	284	1	presenting	present	VERB
ihlr-22370	284	2	the	the	DET
ihlr-22370	284	3	information	information	NOUN
ihlr-22370	284	4	in	in	ADP
ihlr-22370	284	5	a	a	DET
ihlr-22370	284	6	manner	manner	NOUN
ihlr-22370	284	7	compatible	compatible	ADJ
ihlr-22370	284	8	with	with	ADP
ihlr-22370	284	9	patient	patient	ADJ
ihlr-22370	284	10	decision	decision	NOUN
ihlr-22370	284	11	-	-	PUNCT
ihlr-22370	284	12	making	make	VERB
ihlr-22370	284	13	and	and	CCONJ
ihlr-22370	284	14	facilitating	facilitate	VERB
ihlr-22370	284	15	comprehension	comprehension	NOUN
ihlr-22370	284	16	about	about	ADP
ihlr-22370	284	17	industry	industry	NOUN
ihlr-22370	284	18	-	-	PUNCT
ihlr-22370	284	19	medicine	medicine	NOUN
ihlr-22370	284	20	financial	financial	ADJ
ihlr-22370	284	21	ties	tie	NOUN
ihlr-22370	284	22	proves	prove	VERB
ihlr-22370	284	23	enormously	enormously	ADV
ihlr-22370	284	24	difficult	difficult	ADJ
ihlr-22370	284	25	.	.	PUNCT
ihlr-22370	285	1	a	a	DET
ihlr-22370	285	2	problem	problem	NOUN
ihlr-22370	285	3	fundamental	fundamental	ADJ
ihlr-22370	285	4	to	to	ADP
ihlr-22370	285	5	financial	financial	ADJ
ihlr-22370	285	6	conflicts	conflict	NOUN
ihlr-22370	285	7	disclosure	disclosure	NOUN
ihlr-22370	285	8	is	be	AUX
ihlr-22370	285	9	how	how	SCONJ
ihlr-22370	285	10	to	to	PART
ihlr-22370	285	11	provide	provide	VERB
ihlr-22370	285	12	all	all	DET
ihlr-22370	285	13	the	the	DET
ihlr-22370	285	14	information	information	NOUN
ihlr-22370	285	15	actually	actually	ADV
ihlr-22370	285	16	relevant	relevant	ADJ
ihlr-22370	285	17	to	to	ADP
ihlr-22370	285	18	the	the	DET
ihlr-22370	285	19	risk	risk	NOUN
ihlr-22370	285	20	of	of	ADP
ihlr-22370	285	21	bias	bias	NOUN
ihlr-22370	285	22	?	?	PUNCT
ihlr-22370	286	1	the	the	DET
ihlr-22370	286	2	literature	literature	NOUN
ihlr-22370	286	3	on	on	ADP
ihlr-22370	286	4	physician	physician	NOUN
ihlr-22370	286	5	financial	financial	ADJ
ihlr-22370	286	6	incentives	incentive	NOUN
ihlr-22370	286	7	cautions	caution	VERB
ihlr-22370	286	8	that	that	SCONJ
ihlr-22370	286	9	there	there	PRON
ihlr-22370	286	10	is	be	VERB
ihlr-22370	286	11	a	a	DET
ihlr-22370	286	12	great	great	ADJ
ihlr-22370	286	13	deal	deal	NOUN
ihlr-22370	286	14	more	more	ADJ
ihlr-22370	286	15	to	to	PART
ihlr-22370	286	16	consider	consider	VERB
ihlr-22370	286	17	than	than	ADP
ihlr-22370	286	18	simply	simply	ADV
ihlr-22370	286	19	the	the	DET
ihlr-22370	286	20	amount	amount	NOUN
ihlr-22370	286	21	of	of	ADP
ihlr-22370	286	22	money	money	NOUN
ihlr-22370	286	23	conveyed	convey	VERB
ihlr-22370	286	24	.	.	PUNCT
ihlr-22370	287	1	risk	risk	NOUN
ihlr-22370	287	2	of	of	ADP
ihlr-22370	287	3	bias	bias	NOUN
ihlr-22370	287	4	and	and	CCONJ
ihlr-22370	287	5	undue	undue	ADJ
ihlr-22370	287	6	influence45	influence45	PROPN
ihlr-22370	287	7	in	in	ADP
ihlr-22370	287	8	an	an	DET
ihlr-22370	287	9	industry	industry	NOUN
ihlr-22370	287	10	-	-	PUNCT
ihlr-22370	287	11	medicine	medicine	NOUN
ihlr-22370	287	12	financial	financial	ADJ
ihlr-22370	287	13	relationship	relationship	NOUN
ihlr-22370	287	14	depends	depend	VERB
ihlr-22370	287	15	on	on	ADP
ihlr-22370	287	16	number	number	NOUN
ihlr-22370	287	17	of	of	ADP
ihlr-22370	287	18	variables	variable	NOUN
ihlr-22370	287	19	,	,	PUNCT
ihlr-22370	287	20	including	include	VERB
ihlr-22370	287	21	the	the	DET
ihlr-22370	287	22	amount	amount	NOUN
ihlr-22370	287	23	of	of	ADP
ihlr-22370	287	24	money	money	NOUN
ihlr-22370	287	25	at	at	ADP
ihlr-22370	287	26	stake	stake	NOUN
ihlr-22370	287	27	,	,	PUNCT
ihlr-22370	287	28	but	but	CCONJ
ihlr-22370	287	29	importantly	importantly	ADV
ihlr-22370	287	30	also	also	ADV
ihlr-22370	287	31	how	how	SCONJ
ihlr-22370	287	32	the	the	DET
ihlr-22370	287	33	payment	payment	NOUN
ihlr-22370	287	34	compares	compare	VERB
ihlr-22370	287	35	relative	relative	ADJ
ihlr-22370	287	36	to	to	ADP
ihlr-22370	287	37	the	the	DET
ihlr-22370	287	38	recipient	recipient	NOUN
ihlr-22370	287	39	physician	physician	NOUN
ihlr-22370	287	40	’s	’s	PART
ihlr-22370	287	41	other	other	ADJ
ihlr-22370	287	42	sources	source	NOUN
ihlr-22370	287	43	of	of	ADP
ihlr-22370	287	44	income	income	NOUN
ihlr-22370	287	45	,	,	PUNCT
ihlr-22370	287	46	the	the	DET
ihlr-22370	287	47	nature	nature	NOUN
ihlr-22370	287	48	of	of	ADP
ihlr-22370	287	49	physician	physician	NOUN
ihlr-22370	287	50	services	service	NOUN
ihlr-22370	287	51	involved	involve	VERB
ihlr-22370	287	52	in	in	ADP
ihlr-22370	287	53	the	the	DET
ihlr-22370	287	54	transaction	transaction	NOUN
ihlr-22370	287	55	,	,	PUNCT
ihlr-22370	287	56	the	the	DET
ihlr-22370	287	57	historical	historical	ADJ
ihlr-22370	287	58	relations	relation	NOUN
ihlr-22370	287	59	between	between	ADP
ihlr-22370	287	60	the	the	DET
ihlr-22370	287	61	transacting	transact	VERB
ihlr-22370	287	62	parties	party	NOUN
ihlr-22370	287	63	and	and	CCONJ
ihlr-22370	287	64	any	any	DET
ihlr-22370	287	65	power	power	NOUN
ihlr-22370	287	66	imbalances	imbalance	NOUN
ihlr-22370	287	67	that	that	PRON
ihlr-22370	287	68	may	may	AUX
ihlr-22370	287	69	exist	exist	VERB
ihlr-22370	287	70	,	,	PUNCT
ihlr-22370	287	71	how	how	SCONJ
ihlr-22370	287	72	long	long	ADV
ihlr-22370	287	73	the	the	DET
ihlr-22370	287	74	financial	financial	ADJ
ihlr-22370	287	75	relationship	relationship	NOUN
ihlr-22370	287	76	will	will	AUX
ihlr-22370	287	77	continue	continue	VERB
ihlr-22370	287	78	,	,	PUNCT
ihlr-22370	287	79	the	the	DET
ihlr-22370	287	80	number	number	NOUN
ihlr-22370	287	81	of	of	ADP
ihlr-22370	287	82	patients	patient	NOUN
ihlr-22370	287	83	affected	affect	VERB
ihlr-22370	287	84	,	,	PUNCT
ihlr-22370	287	85	whether	whether	SCONJ
ihlr-22370	287	86	many	many	ADJ
ihlr-22370	287	87	other	other	ADJ
ihlr-22370	287	88	physicians	physician	NOUN
ihlr-22370	287	89	enjoy	enjoy	VERB
ihlr-22370	287	90	the	the	DET
ihlr-22370	287	91	same	same	ADJ
ihlr-22370	287	92	financial	financial	ADJ
ihlr-22370	287	93	relationship	relationship	NOUN
ihlr-22370	287	94	with	with	ADP
ihlr-22370	287	95	the	the	DET
ihlr-22370	287	96	company	company	NOUN
ihlr-22370	287	97	,	,	PUNCT
ihlr-22370	287	98	43	43	NUM
ihlr-22370	287	99	.	.	PUNCT
ihlr-22370	288	1	archon	archon	PROPN
ihlr-22370	288	2	fung	fung	PROPN
ihlr-22370	288	3	et	et	PROPN
ihlr-22370	288	4	al	al	PROPN
ihlr-22370	288	5	.	.	PROPN
ihlr-22370	288	6	,	,	PUNCT
ihlr-22370	288	7	full	full	ADJ
ihlr-22370	288	8	disclosure	disclosure	NOUN
ihlr-22370	288	9	:	:	PUNCT
ihlr-22370	288	10	the	the	DET
ihlr-22370	288	11	perils	peril	NOUN
ihlr-22370	288	12	and	and	CCONJ
ihlr-22370	288	13	promises	promise	NOUN
ihlr-22370	288	14	of	of	ADP
ihlr-22370	288	15	transparency	transparency	NOUN
ihlr-22370	288	16	56–62	56–62	NUM
ihlr-22370	288	17	(	(	PUNCT
ihlr-22370	288	18	2007	2007	NUM
ihlr-22370	288	19	)	)	PUNCT
ihlr-22370	288	20	.	.	PUNCT
ihlr-22370	289	1	44	44	NUM
ihlr-22370	289	2	.	.	PUNCT
ihlr-22370	290	1	i	i	PRON
ihlr-22370	290	2	d.	d.	PROPN
ihlr-22370	290	3	at	at	ADP
ihlr-22370	290	4	55–56	55–56	NUM
ihlr-22370	290	5	.	.	PUNCT
ihlr-22370	291	1	45	45	NUM
ihlr-22370	291	2	.	.	PUNCT
ihlr-22370	292	1	see	see	VERB
ihlr-22370	292	2	,	,	PUNCT
ihlr-22370	292	3	e.g.	e.g.	ADV
ihlr-22370	292	4	,	,	PUNCT
ihlr-22370	292	5	bernard	bernard	PROPN
ihlr-22370	292	6	lo	lo	PROPN
ihlr-22370	292	7	et	et	PROPN
ihlr-22370	292	8	al	al	PROPN
ihlr-22370	292	9	.	.	PROPN
ihlr-22370	292	10	,	,	PUNCT
ihlr-22370	292	11	payments	payment	NOUN
ihlr-22370	292	12	to	to	ADP
ihlr-22370	292	13	physicians	physician	NOUN
ihlr-22370	292	14	:	:	PUNCT
ihlr-22370	292	15	does	do	AUX
ihlr-22370	292	16	the	the	DET
ihlr-22370	292	17	amount	amount	NOUN
ihlr-22370	292	18	of	of	ADP
ihlr-22370	292	19	money	money	NOUN
ihlr-22370	292	20	make	make	VERB
ihlr-22370	292	21	a	a	DET
ihlr-22370	292	22	difference	difference	NOUN
ihlr-22370	292	23	?	?	PUNCT
ihlr-22370	292	24	,	,	PUNCT
ihlr-22370	292	25	317	317	NUM
ihlr-22370	292	26	jama	jama	NOUN
ihlr-22370	292	27	1719	1719	NUM
ihlr-22370	292	28	,	,	PUNCT
ihlr-22370	292	29	1719	1719	NUM
ihlr-22370	292	30	(	(	PUNCT
ihlr-22370	292	31	2017	2017	NUM
ihlr-22370	292	32	)	)	PUNCT
ihlr-22370	292	33	(	(	PUNCT
ihlr-22370	292	34	“	"	PUNCT
ihlr-22370	292	35	the	the	DET
ihlr-22370	292	36	degree	degree	NOUN
ihlr-22370	292	37	of	of	ADP
ihlr-22370	292	38	concern	concern	NOUN
ihlr-22370	292	39	will	will	AUX
ihlr-22370	292	40	vary	vary	VERB
ihlr-22370	292	41	.	.	PUNCT
ihlr-22370	292	42	.	.	PUNCT
ihlr-22370	292	43	.	.	PUNCT
ihlr-22370	293	1	according	accord	VERB
ihlr-22370	293	2	to	to	ADP
ihlr-22370	293	3	the	the	DET
ihlr-22370	293	4	type	type	NOUN
ihlr-22370	293	5	of	of	ADP
ihlr-22370	293	6	financial	financial	ADJ
ihlr-22370	293	7	relationship	relationship	NOUN
ihlr-22370	293	8	and	and	CCONJ
ihlr-22370	293	9	the	the	DET
ihlr-22370	293	10	nature	nature	NOUN
ihlr-22370	293	11	of	of	ADP
ihlr-22370	293	12	the	the	DET
ihlr-22370	293	13	physician	physician	NOUN
ihlr-22370	293	14	’s	’s	PART
ihlr-22370	293	15	advice	advice	NOUN
ihlr-22370	293	16	or	or	CCONJ
ihlr-22370	293	17	activity	activity	NOUN
ihlr-22370	293	18	.	.	PUNCT
ihlr-22370	293	19	”	"	PUNCT
ihlr-22370	293	20	)	)	PUNCT
ihlr-22370	293	21	.	.	PUNCT
ihlr-22370	294	1	https://doi.org/10.1001/jama.2017.1872	https://doi.org/10.1001/jama.2017.1872	NOUN
ihlr-22370	294	2	2018	2018	NUM
ihlr-22370	294	3	]	]	PUNCT
ihlr-22370	294	4	financial	financial	ADJ
ihlr-22370	294	5	conflicts	conflict	NOUN
ihlr-22370	294	6	in	in	ADP
ihlr-22370	294	7	the	the	DET
ihlr-22370	294	8	new	new	ADJ
ihlr-22370	294	9	era	era	NOUN
ihlr-22370	294	10	of	of	ADP
ihlr-22370	294	11	sunshine	sunshine	NOUN
ihlr-22370	294	12	77	77	NUM
ihlr-22370	294	13	the	the	DET
ihlr-22370	294	14	recipient	recipient	NOUN
ihlr-22370	294	15	physician	physician	NOUN
ihlr-22370	294	16	’s	’s	PART
ihlr-22370	294	17	ability	ability	NOUN
ihlr-22370	294	18	to	to	PART
ihlr-22370	294	19	direct	direct	VERB
ihlr-22370	294	20	referral	referral	NOUN
ihlr-22370	294	21	and	and	CCONJ
ihlr-22370	294	22	prescription	prescription	NOUN
ihlr-22370	294	23	decisions	decision	NOUN
ihlr-22370	294	24	for	for	ADP
ihlr-22370	294	25	the	the	DET
ihlr-22370	294	26	company	company	NOUN
ihlr-22370	294	27	’s	’s	PART
ihlr-22370	294	28	products	product	NOUN
ihlr-22370	294	29	,	,	PUNCT
ihlr-22370	294	30	and	and	CCONJ
ihlr-22370	294	31	the	the	DET
ihlr-22370	294	32	physician	physician	NOUN
ihlr-22370	294	33	’s	’s	PART
ihlr-22370	294	34	interest	interest	NOUN
ihlr-22370	294	35	in	in	ADP
ihlr-22370	294	36	maintaining	maintain	VERB
ihlr-22370	294	37	relations	relation	NOUN
ihlr-22370	294	38	with	with	ADP
ihlr-22370	294	39	the	the	DET
ihlr-22370	294	40	company	company	NOUN
ihlr-22370	294	41	in	in	ADP
ihlr-22370	294	42	other	other	ADJ
ihlr-22370	294	43	settings	setting	NOUN
ihlr-22370	294	44	.	.	PUNCT
ihlr-22370	295	1	how	how	SCONJ
ihlr-22370	295	2	is	be	AUX
ihlr-22370	295	3	a	a	DET
ihlr-22370	295	4	transparency	transparency	NOUN
ihlr-22370	295	5	program	program	NOUN
ihlr-22370	295	6	supposed	suppose	VERB
ihlr-22370	295	7	to46	to46	PROPN
ihlr-22370	295	8	disclose	disclose	VERB
ihlr-22370	295	9	all	all	DET
ihlr-22370	295	10	this	this	PRON
ihlr-22370	295	11	,	,	PUNCT
ihlr-22370	295	12	and	and	CCONJ
ihlr-22370	295	13	yet	yet	ADV
ihlr-22370	295	14	still	still	ADV
ihlr-22370	295	15	be	be	AUX
ihlr-22370	295	16	easily	easily	ADV
ihlr-22370	295	17	comprehensible	comprehensible	ADJ
ihlr-22370	295	18	and	and	CCONJ
ihlr-22370	295	19	readily	readily	ADV
ihlr-22370	295	20	accessible	accessible	ADJ
ihlr-22370	295	21	to	to	ADP
ihlr-22370	295	22	the	the	DET
ihlr-22370	295	23	public	public	NOUN
ihlr-22370	295	24	?	?	PUNCT
ihlr-22370	296	1	the	the	DET
ihlr-22370	296	2	architects	architect	NOUN
ihlr-22370	296	3	of	of	ADP
ihlr-22370	296	4	the	the	DET
ihlr-22370	296	5	open	open	ADJ
ihlr-22370	296	6	payments	payment	NOUN
ihlr-22370	296	7	database	database	NOUN
ihlr-22370	296	8	have	have	AUX
ihlr-22370	296	9	opted	opt	VERB
ihlr-22370	296	10	to	to	PART
ihlr-22370	296	11	keep	keep	VERB
ihlr-22370	296	12	the	the	DET
ihlr-22370	296	13	disclosure	disclosure	NOUN
ihlr-22370	296	14	deceptively	deceptively	ADV
ihlr-22370	296	15	simple	simple	ADJ
ihlr-22370	296	16	,	,	PUNCT
ihlr-22370	296	17	omitting	omit	VERB
ihlr-22370	296	18	much	much	ADJ
ihlr-22370	296	19	of	of	ADP
ihlr-22370	296	20	the	the	DET
ihlr-22370	296	21	relevant	relevant	ADJ
ihlr-22370	296	22	background	background	NOUN
ihlr-22370	296	23	and	and	CCONJ
ihlr-22370	296	24	important	important	ADJ
ihlr-22370	296	25	contextual	contextual	ADJ
ihlr-22370	296	26	information	information	NOUN
ihlr-22370	296	27	.	.	PUNCT
ihlr-22370	297	1	a	a	DET
ihlr-22370	297	2	payment	payment	NOUN
ihlr-22370	297	3	report	report	NOUN
ihlr-22370	297	4	in	in	ADP
ihlr-22370	297	5	the	the	DET
ihlr-22370	297	6	database	database	NOUN
ihlr-22370	297	7	displays	display	VERB
ihlr-22370	297	8	the	the	DET
ihlr-22370	297	9	company	company	NOUN
ihlr-22370	297	10	and	and	CCONJ
ihlr-22370	297	11	physician	physician	NOUN
ihlr-22370	297	12	/	/	SYM
ihlr-22370	297	13	teaching	teaching	NOUN
ihlr-22370	297	14	hospital	hospital	NOUN
ihlr-22370	297	15	in	in	ADP
ihlr-22370	297	16	the	the	DET
ihlr-22370	297	17	transaction	transaction	NOUN
ihlr-22370	297	18	,	,	PUNCT
ihlr-22370	297	19	the	the	DET
ihlr-22370	297	20	dollar	dollar	NOUN
ihlr-22370	297	21	value	value	NOUN
ihlr-22370	297	22	conveyed	convey	VERB
ihlr-22370	297	23	,	,	PUNCT
ihlr-22370	297	24	and	and	CCONJ
ihlr-22370	297	25	the	the	DET
ihlr-22370	297	26	type	type	NOUN
ihlr-22370	297	27	of	of	ADP
ihlr-22370	297	28	payment	payment	NOUN
ihlr-22370	297	29	involved	involve	VERB
ihlr-22370	297	30	by	by	ADP
ihlr-22370	297	31	referencing	reference	VERB
ihlr-22370	297	32	one	one	NUM
ihlr-22370	297	33	of	of	ADP
ihlr-22370	297	34	the	the	DET
ihlr-22370	297	35	limited	limited	ADJ
ihlr-22370	297	36	payment	payment	NOUN
ihlr-22370	297	37	categories	category	NOUN
ihlr-22370	297	38	(	(	PUNCT
ihlr-22370	297	39	consulting	consulting	NOUN
ihlr-22370	297	40	,	,	PUNCT
ihlr-22370	297	41	travel	travel	NOUN
ihlr-22370	297	42	/	/	SYM
ihlr-22370	297	43	lodging	lodging	NOUN
ihlr-22370	297	44	,	,	PUNCT
ihlr-22370	297	45	speaker	speaker	NOUN
ihlr-22370	297	46	fees	fee	NOUN
ihlr-22370	297	47	,	,	PUNCT
ihlr-22370	297	48	etc	etc	X
ihlr-22370	297	49	.	.	X
ihlr-22370	297	50	)	)	PUNCT
ihlr-22370	297	51	.	.	PUNCT
ihlr-22370	298	1	end	end	NOUN
ihlr-22370	298	2	-	-	PUNCT
ihlr-22370	298	3	users	user	NOUN
ihlr-22370	298	4	do	do	AUX
ihlr-22370	298	5	not	not	PART
ihlr-22370	298	6	necessarily	necessarily	ADV
ihlr-22370	298	7	understand	understand	VERB
ihlr-22370	298	8	,	,	PUNCT
ihlr-22370	298	9	from	from	ADP
ihlr-22370	298	10	just	just	ADV
ihlr-22370	298	11	the	the	DET
ihlr-22370	298	12	associated	associated	ADJ
ihlr-22370	298	13	category	category	NOUN
ihlr-22370	298	14	descriptor	descriptor	NOUN
ihlr-22370	298	15	,	,	PUNCT
ihlr-22370	298	16	the	the	DET
ihlr-22370	298	17	fuller	full	ADJ
ihlr-22370	298	18	context	context	NOUN
ihlr-22370	298	19	as	as	ADP
ihlr-22370	298	20	to	to	ADP
ihlr-22370	298	21	what	what	PRON
ihlr-22370	298	22	the	the	DET
ihlr-22370	298	23	underlying	underlie	VERB
ihlr-22370	298	24	payments	payment	NOUN
ihlr-22370	298	25	are	be	AUX
ihlr-22370	298	26	about	about	ADP
ihlr-22370	298	27	and	and	CCONJ
ihlr-22370	298	28	where	where	SCONJ
ihlr-22370	298	29	there	there	PRON
ihlr-22370	298	30	may	may	AUX
ihlr-22370	298	31	be	be	AUX
ihlr-22370	298	32	greater	great	ADJ
ihlr-22370	298	33	risks	risk	NOUN
ihlr-22370	298	34	of	of	ADP
ihlr-22370	298	35	bias	bias	NOUN
ihlr-22370	298	36	and	and	CCONJ
ihlr-22370	298	37	undue	undue	ADJ
ihlr-22370	298	38	influence	influence	NOUN
ihlr-22370	298	39	.	.	PUNCT
ihlr-22370	299	1	as	as	ADP
ihlr-22370	299	2	an	an	DET
ihlr-22370	299	3	example	example	NOUN
ihlr-22370	299	4	,	,	PUNCT
ihlr-22370	299	5	learning	learn	VERB
ihlr-22370	299	6	that	that	SCONJ
ihlr-22370	299	7	a	a	DET
ihlr-22370	299	8	financial	financial	ADJ
ihlr-22370	299	9	relationship	relationship	NOUN
ihlr-22370	299	10	involved	involve	VERB
ihlr-22370	299	11	“	"	PUNCT
ihlr-22370	299	12	consulting	consult	VERB
ihlr-22370	299	13	”	"	PUNCT
ihlr-22370	299	14	by	by	ADP
ihlr-22370	299	15	the	the	DET
ihlr-22370	299	16	physician	physician	NOUN
ihlr-22370	299	17	to	to	ADP
ihlr-22370	299	18	a	a	DET
ihlr-22370	299	19	drug	drug	NOUN
ihlr-22370	299	20	company	company	NOUN
ihlr-22370	299	21	for	for	ADP
ihlr-22370	299	22	a	a	DET
ihlr-22370	299	23	certain	certain	ADJ
ihlr-22370	299	24	dollar	dollar	NOUN
ihlr-22370	299	25	amount	amount	NOUN
ihlr-22370	299	26	does	do	AUX
ihlr-22370	299	27	not	not	PART
ihlr-22370	299	28	really	really	ADV
ihlr-22370	299	29	provide	provide	VERB
ihlr-22370	299	30	the	the	DET
ihlr-22370	299	31	end	end	NOUN
ihlr-22370	299	32	user	user	NOUN
ihlr-22370	299	33	with	with	ADP
ihlr-22370	299	34	much	much	ADJ
ihlr-22370	299	35	relevant	relevant	ADJ
ihlr-22370	299	36	information	information	NOUN
ihlr-22370	299	37	as	as	ADP
ihlr-22370	299	38	to	to	ADP
ihlr-22370	299	39	the	the	DET
ihlr-22370	299	40	legitimacy	legitimacy	NOUN
ihlr-22370	299	41	of	of	ADP
ihlr-22370	299	42	the	the	DET
ihlr-22370	299	43	relationship	relationship	NOUN
ihlr-22370	299	44	and	and	CCONJ
ihlr-22370	299	45	the	the	DET
ihlr-22370	299	46	actual	actual	ADJ
ihlr-22370	299	47	risk	risk	NOUN
ihlr-22370	299	48	of	of	ADP
ihlr-22370	299	49	bias	bias	NOUN
ihlr-22370	299	50	involved	involve	VERB
ihlr-22370	299	51	.	.	PUNCT
ihlr-22370	300	1	moreover	moreover	ADV
ihlr-22370	300	2	,	,	PUNCT
ihlr-22370	300	3	in	in	ADP
ihlr-22370	300	4	the	the	DET
ihlr-22370	300	5	face	face	NOUN
ihlr-22370	300	6	of	of	ADP
ihlr-22370	300	7	such	such	ADJ
ihlr-22370	300	8	disclosure	disclosure	NOUN
ihlr-22370	300	9	,	,	PUNCT
ihlr-22370	300	10	many	many	ADJ
ihlr-22370	300	11	users	user	NOUN
ihlr-22370	300	12	will	will	AUX
ihlr-22370	300	13	not	not	PART
ihlr-22370	300	14	even	even	ADV
ihlr-22370	300	15	know	know	VERB
ihlr-22370	300	16	what	what	PRON
ihlr-22370	300	17	additional	additional	ADJ
ihlr-22370	300	18	contextual	contextual	ADJ
ihlr-22370	300	19	questions	question	NOUN
ihlr-22370	300	20	to	to	PART
ihlr-22370	300	21	ask	ask	VERB
ihlr-22370	300	22	.	.	PUNCT
ihlr-22370	301	1	not	not	PART
ihlr-22370	301	2	only	only	ADV
ihlr-22370	301	3	does	do	AUX
ihlr-22370	301	4	the	the	DET
ihlr-22370	301	5	open	open	ADJ
ihlr-22370	301	6	payments	payment	NOUN
ihlr-22370	301	7	database	database	NOUN
ihlr-22370	301	8	omit	omit	VERB
ihlr-22370	301	9	key	key	ADJ
ihlr-22370	301	10	contextual	contextual	ADJ
ihlr-22370	301	11	information	information	NOUN
ihlr-22370	301	12	,	,	PUNCT
ihlr-22370	301	13	but	but	CCONJ
ihlr-22370	301	14	the	the	DET
ihlr-22370	301	15	limited	limited	ADJ
ihlr-22370	301	16	information	information	NOUN
ihlr-22370	301	17	it	it	PRON
ihlr-22370	301	18	does	do	AUX
ihlr-22370	301	19	display	display	VERB
ihlr-22370	301	20	risks	risk	NOUN
ihlr-22370	301	21	skewing	skew	VERB
ihlr-22370	301	22	patient	patient	ADJ
ihlr-22370	301	23	responses	response	NOUN
ihlr-22370	301	24	in	in	ADP
ihlr-22370	301	25	ways	way	NOUN
ihlr-22370	301	26	that	that	PRON
ihlr-22370	301	27	mask	mask	VERB
ihlr-22370	301	28	the	the	DET
ihlr-22370	301	29	real	real	ADJ
ihlr-22370	301	30	risks	risk	NOUN
ihlr-22370	301	31	of	of	ADP
ihlr-22370	301	32	bias	bias	NOUN
ihlr-22370	301	33	and	and	CCONJ
ihlr-22370	301	34	undue	undue	ADJ
ihlr-22370	301	35	influence	influence	NOUN
ihlr-22370	301	36	.	.	PUNCT
ihlr-22370	302	1	as	as	SCONJ
ihlr-22370	302	2	noted	note	VERB
ihlr-22370	302	3	,	,	PUNCT
ihlr-22370	302	4	particularly	particularly	ADV
ihlr-22370	302	5	prominent	prominent	ADJ
ihlr-22370	302	6	in	in	ADP
ihlr-22370	302	7	payment	payment	NOUN
ihlr-22370	302	8	reports	report	NOUN
ihlr-22370	302	9	in	in	ADP
ihlr-22370	302	10	the	the	DET
ihlr-22370	302	11	open	open	ADJ
ihlr-22370	302	12	payments	payment	NOUN
ihlr-22370	302	13	database	database	NOUN
ihlr-22370	302	14	are	be	AUX
ihlr-22370	302	15	the	the	DET
ihlr-22370	302	16	payment	payment	NOUN
ihlr-22370	302	17	amount	amount	NOUN
ihlr-22370	302	18	and	and	CCONJ
ihlr-22370	302	19	type	type	NOUN
ihlr-22370	302	20	of	of	ADP
ihlr-22370	302	21	payment	payment	NOUN
ihlr-22370	302	22	category	category	NOUN
ihlr-22370	302	23	(	(	PUNCT
ihlr-22370	302	24	consulting	consulting	NOUN
ihlr-22370	302	25	fee	fee	NOUN
ihlr-22370	302	26	,	,	PUNCT
ihlr-22370	302	27	research	research	NOUN
ihlr-22370	302	28	payment	payment	NOUN
ihlr-22370	302	29	,	,	PUNCT
ihlr-22370	302	30	royalty	royalty	NOUN
ihlr-22370	302	31	and	and	CCONJ
ihlr-22370	302	32	license	license	NOUN
ihlr-22370	302	33	fee	fee	NOUN
ihlr-22370	302	34	,	,	PUNCT
ihlr-22370	302	35	etc	etc	X
ihlr-22370	302	36	.	.	X
ihlr-22370	302	37	)	)	PUNCT
ihlr-22370	302	38	.	.	PUNCT
ihlr-22370	303	1	as	as	ADP
ihlr-22370	303	2	for	for	ADP
ihlr-22370	303	3	payment	payment	NOUN
ihlr-22370	303	4	amount	amount	NOUN
ihlr-22370	303	5	,	,	PUNCT
ihlr-22370	303	6	end	end	NOUN
ihlr-22370	303	7	users	user	NOUN
ihlr-22370	303	8	likely	likely	ADV
ihlr-22370	303	9	instinctively	instinctively	ADV
ihlr-22370	303	10	react	react	VERB
ihlr-22370	303	11	primarily	primarily	ADV
ihlr-22370	303	12	to	to	ADP
ihlr-22370	303	13	this	this	DET
ihlr-22370	303	14	factor	factor	NOUN
ihlr-22370	303	15	,	,	PUNCT
ihlr-22370	303	16	assuming	assume	VERB
ihlr-22370	303	17	there	there	PRON
ihlr-22370	303	18	is	be	VERB
ihlr-22370	303	19	greater	great	ADJ
ihlr-22370	303	20	concern	concern	NOUN
ihlr-22370	303	21	the	the	PRON
ihlr-22370	303	22	greater	great	ADJ
ihlr-22370	303	23	the	the	DET
ihlr-22370	303	24	payment	payment	NOUN
ihlr-22370	303	25	.	.	PUNCT
ihlr-22370	304	1	however	however	ADV
ihlr-22370	304	2	,	,	PUNCT
ihlr-22370	304	3	such	such	ADJ
ihlr-22370	304	4	assumptions	assumption	NOUN
ihlr-22370	304	5	reflect	reflect	VERB
ihlr-22370	304	6	misunderstandings	misunderstanding	NOUN
ihlr-22370	304	7	about	about	ADP
ihlr-22370	304	8	how	how	SCONJ
ihlr-22370	304	9	bias	bias	NOUN
ihlr-22370	304	10	and	and	CCONJ
ihlr-22370	304	11	undue	undue	ADJ
ihlr-22370	304	12	influence	influence	NOUN
ihlr-22370	304	13	arise	arise	VERB
ihlr-22370	304	14	in	in	ADP
ihlr-22370	304	15	industry	industry	NOUN
ihlr-22370	304	16	-	-	PUNCT
ihlr-22370	304	17	medicine	medicine	NOUN
ihlr-22370	304	18	financial	financial	ADJ
ihlr-22370	304	19	relationships	relationship	NOUN
ihlr-22370	304	20	.	.	PUNCT
ihlr-22370	305	1	the	the	DET
ihlr-22370	305	2	conflict	conflict	NOUN
ihlr-22370	305	3	of	of	ADP
ihlr-22370	305	4	interest	interest	NOUN
ihlr-22370	305	5	literature	literature	PROPN
ihlr-22370	305	6	cautions	caution	VERB
ihlr-22370	305	7	that	that	SCONJ
ihlr-22370	305	8	the	the	DET
ihlr-22370	305	9	risk	risk	NOUN
ihlr-22370	305	10	of	of	ADP
ihlr-22370	305	11	undue	undue	ADJ
ihlr-22370	305	12	influence	influence	NOUN
ihlr-22370	305	13	and	and	CCONJ
ihlr-22370	305	14	bias	bias	NOUN
ihlr-22370	305	15	does	do	AUX
ihlr-22370	305	16	not	not	PART
ihlr-22370	305	17	necessarily	necessarily	ADV
ihlr-22370	305	18	correlate	correlate	VERB
ihlr-22370	305	19	with	with	ADP
ihlr-22370	305	20	the	the	DET
ihlr-22370	305	21	amount	amount	NOUN
ihlr-22370	305	22	of	of	ADP
ihlr-22370	305	23	money	money	NOUN
ihlr-22370	305	24	at	at	ADP
ihlr-22370	305	25	stake	stake	NOUN
ihlr-22370	305	26	.	.	PUNCT
ihlr-22370	306	1	small	small	ADJ
ihlr-22370	306	2	gifts	gift	NOUN
ihlr-22370	306	3	and	and	CCONJ
ihlr-22370	306	4	de47	de47	PROPN
ihlr-22370	306	5	minimis	minimis	NOUN
ihlr-22370	306	6	payments	payment	NOUN
ihlr-22370	306	7	can	can	AUX
ihlr-22370	306	8	also	also	ADV
ihlr-22370	306	9	warrant	warrant	VERB
ihlr-22370	306	10	serious	serious	ADJ
ihlr-22370	306	11	concern	concern	NOUN
ihlr-22370	306	12	because	because	SCONJ
ihlr-22370	306	13	of	of	ADP
ihlr-22370	306	14	accompanying	accompany	VERB
ihlr-22370	306	15	non	non	ADJ
ihlr-22370	306	16	-	-	ADJ
ihlr-22370	306	17	economic	economic	ADJ
ihlr-22370	306	18	influences	influence	NOUN
ihlr-22370	306	19	.	.	PUNCT
ihlr-22370	307	1	the	the	DET
ihlr-22370	307	2	underlying	underlie	VERB
ihlr-22370	307	3	relationships	relationship	NOUN
ihlr-22370	307	4	arising	arise	VERB
ihlr-22370	307	5	from	from	ADP
ihlr-22370	307	6	the	the	DET
ihlr-22370	307	7	financial	financial	ADJ
ihlr-22370	307	8	ties	tie	NOUN
ihlr-22370	307	9	,	,	PUNCT
ihlr-22370	307	10	even	even	ADV
ihlr-22370	307	11	if	if	SCONJ
ihlr-22370	307	12	involving	involve	VERB
ihlr-22370	307	13	low	low	ADJ
ihlr-22370	307	14	dollars	dollar	NOUN
ihlr-22370	307	15	,	,	PUNCT
ihlr-22370	307	16	can	can	AUX
ihlr-22370	307	17	create	create	VERB
ihlr-22370	307	18	indebtedness	indebtedness	NOUN
ihlr-22370	307	19	,	,	PUNCT
ihlr-22370	307	20	unconscious	unconscious	ADJ
ihlr-22370	307	21	gratitude	gratitude	NOUN
ihlr-22370	307	22	,	,	PUNCT
ihlr-22370	307	23	46	46	NUM
ihlr-22370	307	24	.	.	PUNCT
ihlr-22370	308	1	see	see	VERB
ihlr-22370	308	2	,	,	PUNCT
ihlr-22370	308	3	e.g.	e.g.	ADV
ihlr-22370	308	4	,	,	PUNCT
ihlr-22370	308	5	richard	richard	PROPN
ihlr-22370	308	6	s.	s.	PROPN
ihlr-22370	308	7	saver	saver	PROPN
ihlr-22370	308	8	,	,	PUNCT
ihlr-22370	308	9	squandering	squander	VERB
ihlr-22370	308	10	the	the	DET
ihlr-22370	308	11	gain	gain	NOUN
ihlr-22370	308	12	:	:	PUNCT
ihlr-22370	308	13	gainsharing	gainshare	VERB
ihlr-22370	308	14	and	and	CCONJ
ihlr-22370	308	15	the	the	DET
ihlr-22370	308	16	continuing	continue	VERB
ihlr-22370	308	17	dilemma	dilemma	NOUN
ihlr-22370	308	18	of	of	ADP
ihlr-22370	308	19	physician	physician	NOUN
ihlr-22370	308	20	financial	financial	ADJ
ihlr-22370	308	21	incentives	incentive	NOUN
ihlr-22370	308	22	,	,	PUNCT
ihlr-22370	308	23	98	98	NUM
ihlr-22370	308	24	nw	nw	NOUN
ihlr-22370	308	25	.	.	PUNCT
ihlr-22370	308	26	u.	u.	PROPN
ihlr-22370	308	27	l.	l.	PROPN
ihlr-22370	308	28	rev	rev	PROPN
ihlr-22370	308	29	.	.	PROPN
ihlr-22370	308	30	145	145	NUM
ihlr-22370	308	31	,	,	PUNCT
ihlr-22370	308	32	207–10	207–10	NUM
ihlr-22370	308	33	(	(	PUNCT
ihlr-22370	308	34	2003	2003	NUM
ihlr-22370	308	35	)	)	PUNCT
ihlr-22370	308	36	;	;	PUNCT
ihlr-22370	308	37	brian	brian	PROPN
ihlr-22370	308	38	armour	armour	PROPN
ihlr-22370	308	39	et	et	PROPN
ihlr-22370	308	40	al	al	PROPN
ihlr-22370	308	41	.	.	PROPN
ihlr-22370	308	42	,	,	PUNCT
ihlr-22370	308	43	the	the	DET
ihlr-22370	308	44	effect	effect	NOUN
ihlr-22370	308	45	of	of	ADP
ihlr-22370	308	46	explicit	explicit	ADJ
ihlr-22370	308	47	financial	financial	ADJ
ihlr-22370	308	48	incentives	incentive	NOUN
ihlr-22370	308	49	on	on	ADP
ihlr-22370	308	50	physician	physician	NOUN
ihlr-22370	308	51	behavior	behavior	NOUN
ihlr-22370	308	52	,	,	PUNCT
ihlr-22370	308	53	161	161	NUM
ihlr-22370	308	54	archives	archive	NOUN
ihlr-22370	308	55	internal	internal	ADJ
ihlr-22370	308	56	med	med	ADJ
ihlr-22370	308	57	.	.	PROPN
ihlr-22370	309	1	1261	1261	NUM
ihlr-22370	309	2	,	,	PUNCT
ihlr-22370	309	3	1265–66	1265–66	NUM
ihlr-22370	309	4	(	(	PUNCT
ihlr-22370	309	5	2001	2001	NUM
ihlr-22370	309	6	)	)	PUNCT
ihlr-22370	309	7	;	;	PUNCT
ihlr-22370	310	1	patrick	patrick	PROPN
ihlr-22370	310	2	l.	l.	PROPN
ihlr-22370	310	3	taylor	taylor	PROPN
ihlr-22370	310	4	,	,	PUNCT
ihlr-22370	310	5	innovation	innovation	NOUN
ihlr-22370	310	6	incentives	incentive	NOUN
ihlr-22370	310	7	or	or	CCONJ
ihlr-22370	310	8	corrupt	corrupt	ADJ
ihlr-22370	310	9	conflicts	conflict	NOUN
ihlr-22370	310	10	of	of	ADP
ihlr-22370	310	11	interest	interest	NOUN
ihlr-22370	310	12	?	?	PUNCT
ihlr-22370	311	1	moving	move	VERB
ihlr-22370	311	2	beyond	beyond	ADP
ihlr-22370	311	3	jekyll	jekyll	PROPN
ihlr-22370	311	4	and	and	CCONJ
ihlr-22370	311	5	hyde	hyde	PROPN
ihlr-22370	311	6	in	in	ADP
ihlr-22370	311	7	regulating	regulate	VERB
ihlr-22370	311	8	biomedical	biomedical	ADJ
ihlr-22370	311	9	academic	academic	ADJ
ihlr-22370	311	10	-	-	PUNCT
ihlr-22370	311	11	industry	industry	NOUN
ihlr-22370	311	12	relationships	relationship	NOUN
ihlr-22370	311	13	,	,	PUNCT
ihlr-22370	311	14	13	13	NUM
ihlr-22370	311	15	yale	yale	PROPN
ihlr-22370	311	16	j.	j.	PROPN
ihlr-22370	311	17	health	health	PROPN
ihlr-22370	311	18	pol’y	pol’y	NOUN
ihlr-22370	311	19	l.	l.	PROPN
ihlr-22370	311	20	&	&	CCONJ
ihlr-22370	311	21	ethics	ethic	NOUN
ihlr-22370	311	22	135	135	NUM
ihlr-22370	311	23	,	,	PUNCT
ihlr-22370	311	24	154–63	154–63	NUM
ihlr-22370	311	25	(	(	PUNCT
ihlr-22370	311	26	2013	2013	NUM
ihlr-22370	311	27	)	)	PUNCT
ihlr-22370	311	28	.	.	PUNCT
ihlr-22370	312	1	47	47	NUM
ihlr-22370	312	2	.	.	PUNCT
ihlr-22370	313	1	see	see	VERB
ihlr-22370	313	2	,	,	PUNCT
ihlr-22370	313	3	e.g.	e.g.	ADV
ihlr-22370	313	4	,	,	PUNCT
ihlr-22370	313	5	troyen	troyen	NOUN
ihlr-22370	313	6	a.	a.	PROPN
ihlr-22370	313	7	brennan	brennan	PROPN
ihlr-22370	313	8	et	et	PROPN
ihlr-22370	313	9	al	al	PROPN
ihlr-22370	313	10	.	.	PROPN
ihlr-22370	313	11	,	,	PUNCT
ihlr-22370	313	12	health	health	NOUN
ihlr-22370	313	13	industry	industry	NOUN
ihlr-22370	313	14	practices	practice	NOUN
ihlr-22370	313	15	that	that	PRON
ihlr-22370	313	16	create	create	VERB
ihlr-22370	313	17	conflicts	conflict	NOUN
ihlr-22370	313	18	of	of	ADP
ihlr-22370	313	19	interest	interest	NOUN
ihlr-22370	313	20	,	,	PUNCT
ihlr-22370	313	21	295	295	NUM
ihlr-22370	313	22	jama	jama	NOUN
ihlr-22370	313	23	429	429	NUM
ihlr-22370	313	24	,	,	PUNCT
ihlr-22370	313	25	430–32	430–32	NUM
ihlr-22370	313	26	(	(	PUNCT
ihlr-22370	313	27	2006	2006	NUM
ihlr-22370	313	28	)	)	PUNCT
ihlr-22370	313	29	;	;	PUNCT
ihlr-22370	313	30	dana	dana	PROPN
ihlr-22370	313	31	katz	katz	PROPN
ihlr-22370	313	32	et	et	PROPN
ihlr-22370	313	33	al	al	PROPN
ihlr-22370	313	34	.	.	PROPN
ihlr-22370	313	35	,	,	PUNCT
ihlr-22370	313	36	all	all	PRON
ihlr-22370	313	37	gifts	gift	VERB
ihlr-22370	313	38	large	large	ADJ
ihlr-22370	313	39	and	and	CCONJ
ihlr-22370	313	40	small	small	ADJ
ihlr-22370	313	41	:	:	PUNCT
ihlr-22370	313	42	toward	toward	ADP
ihlr-22370	313	43	an	an	DET
ihlr-22370	313	44	understanding	understanding	NOUN
ihlr-22370	313	45	of	of	ADP
ihlr-22370	313	46	the	the	DET
ihlr-22370	313	47	ethics	ethic	NOUN
ihlr-22370	313	48	of	of	ADP
ihlr-22370	313	49	pharmaceutical	pharmaceutical	NOUN
ihlr-22370	313	50	industry	industry	NOUN
ihlr-22370	313	51	gift	gift	NOUN
ihlr-22370	313	52	-	-	PUNCT
ihlr-22370	313	53	giving	giving	NOUN
ihlr-22370	313	54	,	,	PUNCT
ihlr-22370	313	55	10	10	NUM
ihlr-22370	313	56	am	am	NOUN
ihlr-22370	313	57	.	.	PUNCT
ihlr-22370	314	1	j.	j.	PROPN
ihlr-22370	314	2	bioethics	bioethics	PROPN
ihlr-22370	314	3	11	11	NUM
ihlr-22370	314	4	,	,	PUNCT
ihlr-22370	314	5	11–14	11–14	NUM
ihlr-22370	314	6	(	(	PUNCT
ihlr-22370	314	7	2010	2010	NUM
ihlr-22370	314	8	)	)	PUNCT
ihlr-22370	314	9	(	(	PUNCT
ihlr-22370	314	10	“	"	PUNCT
ihlr-22370	314	11	[	[	X
ihlr-22370	314	12	w]hile	w]hile	ADP
ihlr-22370	314	13	it	it	PRON
ihlr-22370	314	14	might	might	AUX
ihlr-22370	314	15	seem	seem	VERB
ihlr-22370	314	16	both	both	CCONJ
ihlr-22370	314	17	logical	logical	ADJ
ihlr-22370	314	18	and	and	CCONJ
ihlr-22370	314	19	practicable	practicable	ADJ
ihlr-22370	314	20	to	to	PART
ihlr-22370	314	21	distinguish	distinguish	VERB
ihlr-22370	314	22	small	small	ADJ
ihlr-22370	314	23	gifts	gift	NOUN
ihlr-22370	314	24	from	from	ADP
ihlr-22370	314	25	larger	large	ADJ
ihlr-22370	314	26	,	,	PUNCT
ihlr-22370	314	27	seemingly	seemingly	ADV
ihlr-22370	314	28	more	more	ADV
ihlr-22370	314	29	problematic	problematic	ADJ
ihlr-22370	314	30	gifts	gift	NOUN
ihlr-22370	314	31	,	,	PUNCT
ihlr-22370	314	32	a	a	DET
ihlr-22370	314	33	large	large	ADJ
ihlr-22370	314	34	body	body	NOUN
ihlr-22370	314	35	of	of	ADP
ihlr-22370	314	36	evidence	evidence	NOUN
ihlr-22370	314	37	from	from	ADP
ihlr-22370	314	38	the	the	DET
ihlr-22370	314	39	social	social	ADJ
ihlr-22370	314	40	sciences	sciences	PROPN
ihlr-22370	314	41	shows	show	VERB
ihlr-22370	314	42	that	that	SCONJ
ihlr-22370	314	43	behavior	behavior	NOUN
ihlr-22370	314	44	can	can	AUX
ihlr-22370	314	45	be	be	AUX
ihlr-22370	314	46	influenced	influence	VERB
ihlr-22370	314	47	by	by	ADP
ihlr-22370	314	48	gifts	gift	NOUN
ihlr-22370	314	49	of	of	ADP
ihlr-22370	314	50	negligible	negligible	ADJ
ihlr-22370	314	51	value	value	NOUN
ihlr-22370	314	52	.	.	PUNCT
ihlr-22370	314	53	”	"	PUNCT
ihlr-22370	314	54	)	)	PUNCT
ihlr-22370	314	55	.	.	PUNCT
ihlr-22370	315	1	https://doi.org/10.1001/jama.295.4.429	https://doi.org/10.1001/jama.295.4.429	PROPN
ihlr-22370	316	1	https://doi.org/10.1080/15265161.2010.519226	https://doi.org/10.1080/15265161.2010.519226	PROPN
ihlr-22370	316	2	78	78	NUM
ihlr-22370	316	3	indiana	indiana	PROPN
ihlr-22370	316	4	health	health	PROPN
ihlr-22370	316	5	law	law	PROPN
ihlr-22370	316	6	review	review	NOUN
ihlr-22370	317	1	[	[	X
ihlr-22370	317	2	vol	vol	NOUN
ihlr-22370	317	3	.	.	PUNCT
ihlr-22370	318	1	15:67	15:67	NUM
ihlr-22370	318	2	and	and	CCONJ
ihlr-22370	318	3	reciprocation	reciprocation	VERB
ihlr-22370	318	4	obligations	obligation	NOUN
ihlr-22370	318	5	for	for	ADP
ihlr-22370	318	6	the	the	DET
ihlr-22370	318	7	physician	physician	NOUN
ihlr-22370	318	8	recipients	recipient	NOUN
ihlr-22370	318	9	.	.	PUNCT
ihlr-22370	319	1	these	these	DET
ihlr-22370	319	2	cumulative48	cumulative48	NOUN
ihlr-22370	319	3	pressures	pressure	NOUN
ihlr-22370	319	4	can	can	AUX
ihlr-22370	319	5	exert	exert	VERB
ihlr-22370	319	6	potential	potential	ADJ
ihlr-22370	319	7	bias	bias	NOUN
ihlr-22370	319	8	in	in	ADP
ihlr-22370	319	9	subtle	subtle	ADJ
ihlr-22370	319	10	but	but	CCONJ
ihlr-22370	319	11	powerful	powerful	ADJ
ihlr-22370	319	12	ways	way	NOUN
ihlr-22370	319	13	.	.	PUNCT
ihlr-22370	320	1	for	for	ADP
ihlr-22370	320	2	example	example	NOUN
ihlr-22370	320	3	,	,	PUNCT
ihlr-22370	320	4	a49	a49	PROPN
ihlr-22370	320	5	study	study	NOUN
ihlr-22370	320	6	of	of	ADP
ihlr-22370	320	7	open	open	ADJ
ihlr-22370	320	8	payments	payment	NOUN
ihlr-22370	320	9	database	database	NOUN
ihlr-22370	320	10	reports	report	NOUN
ihlr-22370	320	11	found	find	VERB
ihlr-22370	320	12	significant	significant	ADJ
ihlr-22370	320	13	correlation	correlation	NOUN
ihlr-22370	320	14	between	between	ADP
ihlr-22370	320	15	a	a	DET
ihlr-22370	320	16	physician	physician	NOUN
ihlr-22370	320	17	’s	’s	PART
ihlr-22370	320	18	receipt	receipt	NOUN
ihlr-22370	320	19	of	of	ADP
ihlr-22370	320	20	a	a	DET
ihlr-22370	320	21	single	single	ADJ
ihlr-22370	320	22	meal	meal	NOUN
ihlr-22370	320	23	(	(	PUNCT
ihlr-22370	320	24	cost	cost	VERB
ihlr-22370	320	25	around	around	ADP
ihlr-22370	320	26	$	$	SYM
ihlr-22370	320	27	12-$18	12-$18	NUM
ihlr-22370	320	28	)	)	PUNCT
ihlr-22370	320	29	promoting	promote	VERB
ihlr-22370	320	30	a	a	DET
ihlr-22370	320	31	brand	brand	NOUN
ihlr-22370	320	32	name	name	NOUN
ihlr-22370	320	33	drug	drug	NOUN
ihlr-22370	320	34	and	and	CCONJ
ihlr-22370	320	35	higher	high	ADJ
ihlr-22370	320	36	prescribing	prescribing	NOUN
ihlr-22370	320	37	of	of	ADP
ihlr-22370	320	38	that	that	DET
ihlr-22370	320	39	medication	medication	NOUN
ihlr-22370	320	40	relative	relative	ADJ
ihlr-22370	320	41	to	to	ADP
ihlr-22370	320	42	alternatives	alternative	NOUN
ihlr-22370	320	43	within	within	ADP
ihlr-22370	320	44	the	the	DET
ihlr-22370	320	45	same	same	ADJ
ihlr-22370	320	46	drug	drug	NOUN
ihlr-22370	320	47	class	class	NOUN
ihlr-22370	320	48	.	.	PUNCT
ihlr-22370	321	1	50	50	NUM
ihlr-22370	321	2	additional	additional	ADJ
ihlr-22370	321	3	problems	problem	NOUN
ihlr-22370	321	4	arise	arise	VERB
ihlr-22370	321	5	with	with	ADP
ihlr-22370	321	6	the	the	DET
ihlr-22370	321	7	prominence	prominence	NOUN
ihlr-22370	321	8	of	of	ADP
ihlr-22370	321	9	payment	payment	NOUN
ihlr-22370	321	10	categorization	categorization	NOUN
ihlr-22370	321	11	in	in	ADP
ihlr-22370	321	12	the	the	DET
ihlr-22370	321	13	open	open	ADJ
ihlr-22370	321	14	payments	payment	NOUN
ihlr-22370	321	15	database	database	NOUN
ihlr-22370	321	16	.	.	PUNCT
ihlr-22370	322	1	a	a	DET
ihlr-22370	322	2	study	study	NOUN
ihlr-22370	322	3	of	of	ADP
ihlr-22370	322	4	patient	patient	ADJ
ihlr-22370	322	5	views	view	NOUN
ihlr-22370	322	6	about	about	ADP
ihlr-22370	322	7	financial	financial	ADJ
ihlr-22370	322	8	conflicts	conflict	NOUN
ihlr-22370	322	9	,	,	PUNCT
ihlr-22370	322	10	modeled	model	VERB
ihlr-22370	322	11	on	on	ADP
ihlr-22370	322	12	the	the	DET
ihlr-22370	322	13	sunshine	sunshine	PROPN
ihlr-22370	322	14	act	act	PROPN
ihlr-22370	322	15	disclosures	disclosure	NOUN
ihlr-22370	322	16	,	,	PUNCT
ihlr-22370	322	17	found	find	VERB
ihlr-22370	322	18	that	that	SCONJ
ihlr-22370	322	19	patients	patient	NOUN
ihlr-22370	322	20	generally	generally	ADV
ihlr-22370	322	21	reacted	react	VERB
ihlr-22370	322	22	more	more	ADV
ihlr-22370	322	23	negatively	negatively	ADV
ihlr-22370	322	24	to	to	ADP
ihlr-22370	322	25	a	a	DET
ihlr-22370	322	26	reported	report	VERB
ihlr-22370	322	27	financial	financial	ADJ
ihlr-22370	322	28	relationship	relationship	NOUN
ihlr-22370	322	29	when	when	SCONJ
ihlr-22370	322	30	the	the	DET
ihlr-22370	322	31	underling	underle	VERB
ihlr-22370	322	32	payment	payment	NOUN
ihlr-22370	322	33	amount	amount	NOUN
ihlr-22370	322	34	was	be	AUX
ihlr-22370	322	35	larger	large	ADJ
ihlr-22370	322	36	.	.	PUNCT
ihlr-22370	323	1	however	however	ADV
ihlr-22370	323	2	,	,	PUNCT
ihlr-22370	323	3	even	even	ADV
ihlr-22370	323	4	more	more	ADJ
ihlr-22370	323	5	salient	salient	NOUN
ihlr-22370	323	6	to	to	ADP
ihlr-22370	323	7	patients	patient	NOUN
ihlr-22370	323	8	was	be	AUX
ihlr-22370	323	9	the	the	DET
ihlr-22370	323	10	payment51	payment51	NOUN
ihlr-22370	323	11	category	category	NOUN
ihlr-22370	323	12	,	,	PUNCT
ihlr-22370	323	13	which	which	PRON
ihlr-22370	323	14	seemingly	seemingly	ADV
ihlr-22370	323	15	exerted	exert	VERB
ihlr-22370	323	16	strong	strong	ADJ
ihlr-22370	323	17	influence	influence	NOUN
ihlr-22370	323	18	on	on	ADP
ihlr-22370	323	19	patient	patient	ADJ
ihlr-22370	323	20	perceptions	perception	NOUN
ihlr-22370	323	21	.	.	PUNCT
ihlr-22370	324	1	for52	for52	PROPN
ihlr-22370	324	2	example	example	NOUN
ihlr-22370	324	3	,	,	PUNCT
ihlr-22370	324	4	patients	patient	NOUN
ihlr-22370	324	5	generally	generally	ADV
ihlr-22370	324	6	viewed	view	VERB
ihlr-22370	324	7	physicians	physician	NOUN
ihlr-22370	324	8	who	who	PRON
ihlr-22370	324	9	received	receive	VERB
ihlr-22370	324	10	consulting	consulting	NOUN
ihlr-22370	324	11	payments	payment	NOUN
ihlr-22370	324	12	as	as	ADP
ihlr-22370	324	13	experts	expert	NOUN
ihlr-22370	324	14	with	with	ADP
ihlr-22370	324	15	more	more	ADJ
ihlr-22370	324	16	knowledge	knowledge	NOUN
ihlr-22370	324	17	about	about	ADP
ihlr-22370	324	18	medical	medical	ADJ
ihlr-22370	324	19	advances	advance	NOUN
ihlr-22370	324	20	.	.	PUNCT
ihlr-22370	325	1	meanwhile,53	meanwhile,53	NOUN
ihlr-22370	325	2	physicians	physician	NOUN
ihlr-22370	325	3	paid	pay	VERB
ihlr-22370	325	4	for	for	ADP
ihlr-22370	325	5	travel	travel	NOUN
ihlr-22370	325	6	or	or	CCONJ
ihlr-22370	325	7	with	with	ADP
ihlr-22370	325	8	ownership	ownership	NOUN
ihlr-22370	325	9	interests	interest	NOUN
ihlr-22370	325	10	were	be	AUX
ihlr-22370	325	11	perceived	perceive	VERB
ihlr-22370	325	12	as	as	ADP
ihlr-22370	325	13	less	less	ADV
ihlr-22370	325	14	trustworthy	trustworthy	ADJ
ihlr-22370	325	15	than	than	ADP
ihlr-22370	325	16	physicians	physician	NOUN
ihlr-22370	325	17	receiving	receive	VERB
ihlr-22370	325	18	other	other	ADJ
ihlr-22370	325	19	categories	category	NOUN
ihlr-22370	325	20	of	of	ADP
ihlr-22370	325	21	payment	payment	NOUN
ihlr-22370	325	22	,	,	PUNCT
ihlr-22370	325	23	perhaps54	perhaps54	NOUN
ihlr-22370	325	24	because	because	SCONJ
ihlr-22370	325	25	payments	payment	NOUN
ihlr-22370	325	26	such	such	ADJ
ihlr-22370	325	27	as	as	ADP
ihlr-22370	325	28	travel	travel	NOUN
ihlr-22370	325	29	were	be	AUX
ihlr-22370	325	30	viewed	view	VERB
ihlr-22370	325	31	as	as	ADP
ihlr-22370	325	32	“	"	PUNCT
ihlr-22370	325	33	unearned	unearned	ADJ
ihlr-22370	325	34	”	"	PUNCT
ihlr-22370	325	35	by	by	ADP
ihlr-22370	325	36	the	the	DET
ihlr-22370	325	37	recipient	recipient	NOUN
ihlr-22370	325	38	physicians	physician	NOUN
ihlr-22370	325	39	.	.	PUNCT
ihlr-22370	326	1	other	other	ADJ
ihlr-22370	326	2	research	research	NOUN
ihlr-22370	326	3	also	also	ADV
ihlr-22370	326	4	indicates	indicate	VERB
ihlr-22370	326	5	that	that	SCONJ
ihlr-22370	326	6	payment	payment	NOUN
ihlr-22370	326	7	categorization	categorization	NOUN
ihlr-22370	326	8	influences	influence	VERB
ihlr-22370	326	9	patient	patient	ADJ
ihlr-22370	326	10	and	and	CCONJ
ihlr-22370	326	11	research	research	NOUN
ihlr-22370	326	12	subject	subject	NOUN
ihlr-22370	326	13	perceptions	perception	NOUN
ihlr-22370	326	14	to	to	ADP
ihlr-22370	326	15	a	a	DET
ihlr-22370	326	16	large	large	ADJ
ihlr-22370	326	17	degree	degree	NOUN
ihlr-22370	326	18	.	.	PUNCT
ihlr-22370	327	1	55	55	NUM
ihlr-22370	327	2	thus	thus	ADV
ihlr-22370	327	3	,	,	PUNCT
ihlr-22370	327	4	open	open	ADJ
ihlr-22370	327	5	payments	payment	NOUN
ihlr-22370	327	6	database	database	NOUN
ihlr-22370	327	7	reports	report	NOUN
ihlr-22370	327	8	may	may	AUX
ihlr-22370	327	9	cause	cause	VERB
ihlr-22370	327	10	patients	patient	NOUN
ihlr-22370	327	11	to	to	PART
ihlr-22370	327	12	react	react	VERB
ihlr-22370	327	13	vigorously	vigorously	ADV
ihlr-22370	327	14	to	to	ADP
ihlr-22370	327	15	some	some	DET
ihlr-22370	327	16	disclosures	disclosure	NOUN
ihlr-22370	327	17	and	and	CCONJ
ihlr-22370	327	18	minimally	minimally	ADV
ihlr-22370	327	19	to	to	ADP
ihlr-22370	327	20	others	other	NOUN
ihlr-22370	327	21	,	,	PUNCT
ihlr-22370	327	22	if	if	SCONJ
ihlr-22370	327	23	influenced	influence	VERB
ihlr-22370	327	24	primarily	primarily	ADV
ihlr-22370	327	25	by	by	ADP
ihlr-22370	327	26	amount	amount	NOUN
ihlr-22370	327	27	of	of	ADP
ihlr-22370	327	28	money	money	NOUN
ihlr-22370	327	29	involved	involve	VERB
ihlr-22370	327	30	and	and	CCONJ
ihlr-22370	327	31	payment	payment	NOUN
ihlr-22370	327	32	category	category	NOUN
ihlr-22370	327	33	.	.	PUNCT
ihlr-22370	328	1	importantly	importantly	ADV
ihlr-22370	328	2	,	,	PUNCT
ihlr-22370	328	3	these	these	DET
ihlr-22370	328	4	skewed	skewed	ADJ
ihlr-22370	328	5	responses	response	NOUN
ihlr-22370	328	6	do	do	AUX
ihlr-22370	328	7	not	not	PART
ihlr-22370	328	8	necessarily	necessarily	ADV
ihlr-22370	328	9	correspond	correspond	VERB
ihlr-22370	328	10	to	to	ADP
ihlr-22370	328	11	the	the	DET
ihlr-22370	328	12	payment	payment	NOUN
ihlr-22370	328	13	’s	’s	PART
ihlr-22370	328	14	actual	actual	ADJ
ihlr-22370	328	15	risk	risk	NOUN
ihlr-22370	328	16	of	of	ADP
ihlr-22370	328	17	bias	bias	NOUN
ihlr-22370	328	18	and	and	CCONJ
ihlr-22370	328	19	undue	undue	ADJ
ihlr-22370	328	20	influence	influence	NOUN
ihlr-22370	328	21	.	.	PUNCT
ihlr-22370	329	1	for	for	ADP
ihlr-22370	329	2	example	example	NOUN
ihlr-22370	329	3	,	,	PUNCT
ihlr-22370	329	4	despite	despite	SCONJ
ihlr-22370	329	5	the	the	DET
ihlr-22370	329	6	perception	perception	NOUN
ihlr-22370	329	7	that	that	SCONJ
ihlr-22370	329	8	industry	industry	NOUN
ihlr-22370	329	9	selects	select	VERB
ihlr-22370	329	10	physicians	physician	NOUN
ihlr-22370	329	11	as	as	ADP
ihlr-22370	329	12	consultants	consultant	NOUN
ihlr-22370	329	13	because	because	SCONJ
ihlr-22370	329	14	of	of	ADP
ihlr-22370	329	15	their	their	PRON
ihlr-22370	329	16	expertise	expertise	NOUN
ihlr-22370	329	17	,	,	PUNCT
ihlr-22370	329	18	fraud	fraud	NOUN
ihlr-22370	329	19	and	and	CCONJ
ihlr-22370	329	20	abuse	abuse	NOUN
ihlr-22370	329	21	48	48	NUM
ihlr-22370	329	22	.	.	PUNCT
ihlr-22370	330	1	see	see	VERB
ihlr-22370	330	2	,	,	PUNCT
ihlr-22370	330	3	e.g.	e.g.	ADV
ihlr-22370	330	4	,	,	PUNCT
ihlr-22370	330	5	william	william	PROPN
ihlr-22370	330	6	w.	w.	PROPN
ihlr-22370	330	7	stead	stead	PROPN
ihlr-22370	330	8	,	,	PUNCT
ihlr-22370	330	9	the	the	DET
ihlr-22370	330	10	complex	complex	ADJ
ihlr-22370	330	11	and	and	CCONJ
ihlr-22370	330	12	multifaceted	multifaceted	ADJ
ihlr-22370	330	13	aspects	aspect	NOUN
ihlr-22370	330	14	of	of	ADP
ihlr-22370	330	15	conflicts	conflict	NOUN
ihlr-22370	330	16	of	of	ADP
ihlr-22370	330	17	interest	interest	NOUN
ihlr-22370	330	18	,	,	PUNCT
ihlr-22370	330	19	317	317	NUM
ihlr-22370	330	20	jama	jama	NOUN
ihlr-22370	330	21	1765	1765	NUM
ihlr-22370	330	22	,	,	PUNCT
ihlr-22370	330	23	1765	1765	NUM
ihlr-22370	330	24	(	(	PUNCT
ihlr-22370	330	25	2017	2017	NUM
ihlr-22370	330	26	)	)	PUNCT
ihlr-22370	330	27	.	.	PUNCT
ihlr-22370	331	1	49	49	NUM
ihlr-22370	331	2	.	.	PUNCT
ihlr-22370	332	1	see	see	VERB
ihlr-22370	332	2	generally	generally	ADV
ihlr-22370	332	3	jason	jason	PROPN
ihlr-22370	332	4	dana	dana	PROPN
ihlr-22370	332	5	,	,	PUNCT
ihlr-22370	332	6	how	how	SCONJ
ihlr-22370	332	7	psychological	psychological	ADJ
ihlr-22370	332	8	research	research	NOUN
ihlr-22370	332	9	can	can	AUX
ihlr-22370	332	10	inform	inform	VERB
ihlr-22370	332	11	policies	policy	NOUN
ihlr-22370	332	12	for	for	ADP
ihlr-22370	332	13	dealing	deal	VERB
ihlr-22370	332	14	with	with	ADP
ihlr-22370	332	15	conflicts	conflict	NOUN
ihlr-22370	332	16	of	of	ADP
ihlr-22370	332	17	interest	interest	NOUN
ihlr-22370	332	18	in	in	ADP
ihlr-22370	332	19	medicine	medicine	NOUN
ihlr-22370	332	20	,	,	PUNCT
ihlr-22370	332	21	in	in	ADP
ihlr-22370	332	22	iom	iom	PROPN
ihlr-22370	332	23	conflict	conflict	NOUN
ihlr-22370	332	24	of	of	ADP
ihlr-22370	332	25	interest	interest	NOUN
ihlr-22370	332	26	report	report	NOUN
ihlr-22370	332	27	,	,	PUNCT
ihlr-22370	332	28	supra	supra	PROPN
ihlr-22370	332	29	note	note	PROPN
ihlr-22370	332	30	1	1	NUM
ihlr-22370	332	31	,	,	PUNCT
ihlr-22370	332	32	app	app	X
ihlr-22370	332	33	.	.	PUNCT
ihlr-22370	333	1	d	d	X
ihlr-22370	333	2	at	at	ADP
ihlr-22370	333	3	358–74	358–74	NUM
ihlr-22370	333	4	.	.	PUNCT
ihlr-22370	334	1	50	50	NUM
ihlr-22370	334	2	.	.	PUNCT
ihlr-22370	335	1	colette	colette	NOUN
ihlr-22370	335	2	dejong	dejong	PROPN
ihlr-22370	335	3	et	et	PROPN
ihlr-22370	335	4	al	al	PROPN
ihlr-22370	335	5	.	.	PROPN
ihlr-22370	335	6	,	,	PUNCT
ihlr-22370	335	7	pharmaceutical	pharmaceutical	NOUN
ihlr-22370	335	8	industry	industry	NOUN
ihlr-22370	335	9	-	-	PUNCT
ihlr-22370	335	10	sponsored	sponsor	VERB
ihlr-22370	335	11	meals	meal	NOUN
ihlr-22370	335	12	and	and	CCONJ
ihlr-22370	335	13	physician	physician	NOUN
ihlr-22370	335	14	prescribing	prescribing	NOUN
ihlr-22370	335	15	patterns	pattern	NOUN
ihlr-22370	335	16	for	for	ADP
ihlr-22370	335	17	medicare	medicare	PROPN
ihlr-22370	335	18	beneficiaries	beneficiary	NOUN
ihlr-22370	335	19	,	,	PUNCT
ihlr-22370	335	20	176	176	NUM
ihlr-22370	335	21	jama	jama	NOUN
ihlr-22370	335	22	internal	internal	PROPN
ihlr-22370	335	23	med	med	PROPN
ihlr-22370	335	24	.	.	PUNCT
ihlr-22370	335	25	1114	1114	NUM
ihlr-22370	335	26	,	,	PUNCT
ihlr-22370	335	27	1114	1114	NUM
ihlr-22370	335	28	,	,	PUNCT
ihlr-22370	335	29	1116	1116	NUM
ihlr-22370	335	30	,	,	PUNCT
ihlr-22370	335	31	1121	1121	NUM
ihlr-22370	335	32	(	(	PUNCT
ihlr-22370	335	33	2016	2016	NUM
ihlr-22370	335	34	)	)	PUNCT
ihlr-22370	335	35	.	.	PUNCT
ihlr-22370	336	1	the	the	DET
ihlr-22370	336	2	study	study	NOUN
ihlr-22370	336	3	looked	look	VERB
ihlr-22370	336	4	at	at	ADP
ihlr-22370	336	5	physician	physician	NOUN
ihlr-22370	336	6	prescribing	prescribing	NOUN
ihlr-22370	336	7	behavior	behavior	NOUN
ihlr-22370	336	8	with	with	ADP
ihlr-22370	336	9	regard	regard	NOUN
ihlr-22370	336	10	to	to	ADP
ihlr-22370	336	11	statins	statins	PROPN
ihlr-22370	336	12	,	,	PUNCT
ihlr-22370	336	13	angiotensin	angiotensin	NOUN
ihlr-22370	336	14	receptor	receptor	NOUN
ihlr-22370	336	15	blockers	blocker	NOUN
ihlr-22370	336	16	,	,	PUNCT
ihlr-22370	336	17	selective	selective	ADJ
ihlr-22370	336	18	serotonin	serotonin	NOUN
ihlr-22370	336	19	reuptake	reuptake	NOUN
ihlr-22370	336	20	inhibitors	inhibitor	NOUN
ihlr-22370	336	21	and	and	CCONJ
ihlr-22370	336	22	several	several	ADJ
ihlr-22370	336	23	other	other	ADJ
ihlr-22370	336	24	commonly	commonly	ADV
ihlr-22370	336	25	prescribed	prescribe	VERB
ihlr-22370	336	26	classes	class	NOUN
ihlr-22370	336	27	of	of	ADP
ihlr-22370	336	28	drugs	drug	NOUN
ihlr-22370	336	29	.	.	PUNCT
ihlr-22370	337	1	i	i	PRON
ihlr-22370	337	2	d.	d.	PROPN
ihlr-22370	337	3	at	at	ADP
ihlr-22370	337	4	1114	1114	NUM
ihlr-22370	337	5	.	.	PUNCT
ihlr-22370	338	1	51	51	NUM
ihlr-22370	338	2	.	.	PUNCT
ihlr-22370	339	1	joshua	joshua	PROPN
ihlr-22370	339	2	e.	e.	PROPN
ihlr-22370	339	3	perry	perry	PROPN
ihlr-22370	339	4	et	et	PROPN
ihlr-22370	339	5	al	al	PROPN
ihlr-22370	339	6	.	.	PROPN
ihlr-22370	339	7	,	,	PUNCT
ihlr-22370	339	8	trust	trust	NOUN
ihlr-22370	339	9	and	and	CCONJ
ihlr-22370	339	10	transparency	transparency	NOUN
ihlr-22370	339	11	:	:	PUNCT
ihlr-22370	339	12	patient	patient	ADJ
ihlr-22370	339	13	perceptions	perception	NOUN
ihlr-22370	339	14	of	of	ADP
ihlr-22370	339	15	physicians	physician	NOUN
ihlr-22370	339	16	’	'	PUNCT
ihlr-22370	339	17	financial	financial	ADJ
ihlr-22370	339	18	relationships	relationship	NOUN
ihlr-22370	339	19	with	with	ADP
ihlr-22370	339	20	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	339	21	companies	company	NOUN
ihlr-22370	339	22	,	,	PUNCT
ihlr-22370	339	23	42	42	NUM
ihlr-22370	339	24	j.	j.	PROPN
ihlr-22370	339	25	l.	l.	PROPN
ihlr-22370	339	26	med	med	PROPN
ihlr-22370	339	27	.	.	PROPN
ihlr-22370	339	28	&	&	CCONJ
ihlr-22370	339	29	ethics	ethic	NOUN
ihlr-22370	339	30	475	475	NUM
ihlr-22370	339	31	,	,	PUNCT
ihlr-22370	339	32	478	478	NUM
ihlr-22370	339	33	,	,	PUNCT
ihlr-22370	339	34	485	485	NUM
ihlr-22370	339	35	(	(	PUNCT
ihlr-22370	339	36	2014	2014	NUM
ihlr-22370	339	37	)	)	PUNCT
ihlr-22370	339	38	.	.	PUNCT
ihlr-22370	340	1	52	52	NUM
ihlr-22370	340	2	.	.	PUNCT
ihlr-22370	341	1	i	i	PRON
ihlr-22370	341	2	d.	d.	PROPN
ihlr-22370	341	3	at	at	ADP
ihlr-22370	341	4	475	475	NUM
ihlr-22370	341	5	,	,	PUNCT
ihlr-22370	341	6	478	478	NUM
ihlr-22370	341	7	,	,	PUNCT
ihlr-22370	341	8	485	485	NUM
ihlr-22370	341	9	.	.	X
ihlr-22370	342	1	53	53	NUM
ihlr-22370	342	2	.	.	PUNCT
ihlr-22370	343	1	i	i	PRON
ihlr-22370	343	2	d.	d.	PROPN
ihlr-22370	343	3	at	at	ADP
ihlr-22370	343	4	484	484	NUM
ihlr-22370	343	5	,	,	PUNCT
ihlr-22370	343	6	487	487	NUM
ihlr-22370	343	7	.	.	NOUN
ihlr-22370	344	1	54	54	NUM
ihlr-22370	344	2	.	.	PUNCT
ihlr-22370	345	1	i	i	PRON
ihlr-22370	345	2	d.	d.	PROPN
ihlr-22370	345	3	at	at	ADP
ihlr-22370	345	4	480–82	480–82	NOUN
ihlr-22370	345	5	,	,	PUNCT
ihlr-22370	345	6	487	487	NUM
ihlr-22370	345	7	.	.	NOUN
ihlr-22370	345	8	55	55	NUM
ihlr-22370	345	9	.	.	PUNCT
ihlr-22370	346	1	see	see	VERB
ihlr-22370	346	2	,	,	PUNCT
ihlr-22370	346	3	e.g.	e.g.	ADV
ihlr-22370	346	4	,	,	PUNCT
ihlr-22370	346	5	adam	adam	PROPN
ihlr-22370	346	6	licurse	licurse	PROPN
ihlr-22370	346	7	et	et	PROPN
ihlr-22370	346	8	al	al	PROPN
ihlr-22370	346	9	.	.	PROPN
ihlr-22370	346	10	,	,	PUNCT
ihlr-22370	346	11	the	the	DET
ihlr-22370	346	12	impact	impact	NOUN
ihlr-22370	346	13	of	of	ADP
ihlr-22370	346	14	disclosing	disclose	VERB
ihlr-22370	346	15	financial	financial	ADJ
ihlr-22370	346	16	ties	tie	NOUN
ihlr-22370	346	17	in	in	ADP
ihlr-22370	346	18	research	research	NOUN
ihlr-22370	346	19	and	and	CCONJ
ihlr-22370	346	20	clinical	clinical	ADJ
ihlr-22370	346	21	care	care	NOUN
ihlr-22370	346	22	,	,	PUNCT
ihlr-22370	346	23	170	170	NUM
ihlr-22370	346	24	archives	archive	NOUN
ihlr-22370	346	25	internal	internal	ADJ
ihlr-22370	346	26	med	med	ADJ
ihlr-22370	346	27	.	.	PROPN
ihlr-22370	347	1	675	675	NUM
ihlr-22370	347	2	,	,	PUNCT
ihlr-22370	347	3	678	678	NUM
ihlr-22370	347	4	tbl.2	tbl.2	PROPN
ihlr-22370	347	5	,	,	PUNCT
ihlr-22370	347	6	680	680	NUM
ihlr-22370	347	7	(	(	PUNCT
ihlr-22370	347	8	2010	2010	NUM
ihlr-22370	347	9	)	)	PUNCT
ihlr-22370	347	10	(	(	PUNCT
ihlr-22370	347	11	“	"	PUNCT
ihlr-22370	347	12	[	[	X
ihlr-22370	347	13	w]e	w]e	NOUN
ihlr-22370	347	14	find	find	VERB
ihlr-22370	347	15	that	that	SCONJ
ihlr-22370	347	16	,	,	PUNCT
ihlr-22370	347	17	across	across	ADP
ihlr-22370	347	18	multiple	multiple	ADJ
ihlr-22370	347	19	studies	study	NOUN
ihlr-22370	347	20	,	,	PUNCT
ihlr-22370	347	21	patients	patient	NOUN
ihlr-22370	347	22	and	and	CCONJ
ihlr-22370	347	23	research	research	NOUN
ihlr-22370	347	24	participants	participant	NOUN
ihlr-22370	347	25	are	be	AUX
ihlr-22370	347	26	able	able	ADJ
ihlr-22370	347	27	to	to	PART
ihlr-22370	347	28	distinguish	distinguish	VERB
ihlr-22370	347	29	between	between	ADP
ihlr-22370	347	30	different	different	ADJ
ihlr-22370	347	31	types	type	NOUN
ihlr-22370	347	32	of	of	ADP
ihlr-22370	347	33	[	[	X
ihlr-22370	347	34	financial	financial	ADJ
ihlr-22370	347	35	relationships	relationship	NOUN
ihlr-22370	347	36	]	]	PUNCT
ihlr-22370	347	37	as	as	ADV
ihlr-22370	347	38	well	well	ADV
ihlr-22370	347	39	as	as	ADP
ihlr-22370	347	40	the	the	DET
ihlr-22370	347	41	relative	relative	ADJ
ihlr-22370	347	42	importance	importance	NOUN
ihlr-22370	347	43	of	of	ADP
ihlr-22370	347	44	disclosure	disclosure	NOUN
ihlr-22370	347	45	of	of	ADP
ihlr-22370	347	46	each	each	PRON
ihlr-22370	347	47	.	.	PUNCT
ihlr-22370	347	48	”	"	PUNCT
ihlr-22370	347	49	)	)	PUNCT
ihlr-22370	347	50	.	.	PUNCT
ihlr-22370	348	1	https://doi.org/10.1001/jama.2017.3435	https://doi.org/10.1001/jama.2017.3435	PROPN
ihlr-22370	348	2	https://doi.org/10.1001/jamainternmed.2016.2765	https://doi.org/10.1001/jamainternmed.2016.2765	PROPN
ihlr-22370	348	3	https://doi.org/10.1111/jlme.12169	https://doi.org/10.1111/jlme.12169	NOUN
ihlr-22370	348	4	https://doi.org/10.1001/archinternmed.2010.39	https://doi.org/10.1001/archinternmed.2010.39	VERB
ihlr-22370	348	5	2018	2018	NUM
ihlr-22370	348	6	]	]	PUNCT
ihlr-22370	348	7	financial	financial	ADJ
ihlr-22370	348	8	conflicts	conflict	NOUN
ihlr-22370	348	9	in	in	ADP
ihlr-22370	348	10	the	the	DET
ihlr-22370	348	11	new	new	ADJ
ihlr-22370	348	12	era	era	NOUN
ihlr-22370	348	13	of	of	ADP
ihlr-22370	348	14	sunshine	sunshine	NOUN
ihlr-22370	348	15	79	79	NUM
ihlr-22370	348	16	investigations	investigation	NOUN
ihlr-22370	348	17	have	have	AUX
ihlr-22370	348	18	revealed	reveal	VERB
ihlr-22370	348	19	various	various	ADJ
ihlr-22370	348	20	drug	drug	NOUN
ihlr-22370	348	21	companies	company	NOUN
ihlr-22370	348	22	’	'	PUNCT
ihlr-22370	348	23	and	and	CCONJ
ihlr-22370	348	24	device	device	NOUN
ihlr-22370	348	25	firms	firm	NOUN
ihlr-22370	348	26	’	'	PUNCT
ihlr-22370	348	27	use	use	NOUN
ihlr-22370	348	28	of	of	ADP
ihlr-22370	348	29	consulting	consult	VERB
ihlr-22370	348	30	payments	payment	NOUN
ihlr-22370	348	31	as	as	ADP
ihlr-22370	348	32	schemes	scheme	NOUN
ihlr-22370	348	33	to	to	PART
ihlr-22370	348	34	secure	secure	VERB
ihlr-22370	348	35	physician	physician	NOUN
ihlr-22370	348	36	loyalty	loyalty	NOUN
ihlr-22370	348	37	.	.	PUNCT
ihlr-22370	349	1	likewise	likewise	ADV
ihlr-22370	349	2	,	,	PUNCT
ihlr-22370	349	3	certain56	certain56	VERB
ihlr-22370	349	4	small	small	ADJ
ihlr-22370	349	5	dollar	dollar	NOUN
ihlr-22370	349	6	financial	financial	ADJ
ihlr-22370	349	7	ties	tie	NOUN
ihlr-22370	349	8	may	may	AUX
ihlr-22370	349	9	warrant	warrant	VERB
ihlr-22370	349	10	vigorous	vigorous	ADJ
ihlr-22370	349	11	attention	attention	NOUN
ihlr-22370	349	12	and	and	CCONJ
ihlr-22370	349	13	management	management	NOUN
ihlr-22370	349	14	because	because	SCONJ
ihlr-22370	349	15	they	they	PRON
ihlr-22370	349	16	do	do	AUX
ihlr-22370	349	17	present	present	VERB
ihlr-22370	349	18	real	real	ADJ
ihlr-22370	349	19	risk	risk	NOUN
ihlr-22370	349	20	of	of	ADP
ihlr-22370	349	21	actual	actual	ADJ
ihlr-22370	349	22	bias	bias	NOUN
ihlr-22370	349	23	,	,	PUNCT
ihlr-22370	349	24	even	even	ADV
ihlr-22370	349	25	if	if	SCONJ
ihlr-22370	349	26	typical	typical	ADJ
ihlr-22370	349	27	end	end	NOUN
ihlr-22370	349	28	users	user	NOUN
ihlr-22370	349	29	would57	would57	NOUN
ihlr-22370	349	30	assume	assume	VERB
ihlr-22370	349	31	they	they	PRON
ihlr-22370	349	32	have	have	VERB
ihlr-22370	349	33	limited	limit	VERB
ihlr-22370	349	34	impact	impact	NOUN
ihlr-22370	349	35	.	.	PUNCT
ihlr-22370	350	1	further	further	ADJ
ihlr-22370	350	2	difficulties	difficulty	NOUN
ihlr-22370	350	3	arise	arise	VERB
ihlr-22370	350	4	because	because	SCONJ
ihlr-22370	350	5	the	the	DET
ihlr-22370	350	6	open	open	ADJ
ihlr-22370	350	7	payments	payment	NOUN
ihlr-22370	350	8	database	database	NOUN
ihlr-22370	350	9	lacks	lack	VERB
ihlr-22370	350	10	important	important	ADJ
ihlr-22370	350	11	comparative	comparative	ADJ
ihlr-22370	350	12	benchmarks	benchmark	NOUN
ihlr-22370	350	13	.	.	PUNCT
ihlr-22370	351	1	how	how	SCONJ
ihlr-22370	351	2	a	a	DET
ihlr-22370	351	3	particular	particular	ADJ
ihlr-22370	351	4	physician	physician	NOUN
ihlr-22370	351	5	’s	’s	PART
ihlr-22370	351	6	financial	financial	ADJ
ihlr-22370	351	7	relationships	relationship	NOUN
ihlr-22370	351	8	compare	compare	VERB
ihlr-22370	351	9	to	to	ADP
ihlr-22370	351	10	peers	peer	NOUN
ihlr-22370	351	11	in	in	ADP
ihlr-22370	351	12	the	the	DET
ihlr-22370	351	13	field	field	NOUN
ihlr-22370	351	14	is	be	AUX
ihlr-22370	351	15	very	very	ADV
ihlr-22370	351	16	material	material	ADJ
ihlr-22370	351	17	information	information	NOUN
ihlr-22370	351	18	for	for	ADP
ihlr-22370	351	19	patients	patient	NOUN
ihlr-22370	351	20	and	and	CCONJ
ihlr-22370	351	21	other	other	ADJ
ihlr-22370	351	22	stakeholders	stakeholder	NOUN
ihlr-22370	351	23	.	.	PUNCT
ihlr-22370	352	1	only	only	ADV
ihlr-22370	352	2	in	in	ADP
ihlr-22370	352	3	2017	2017	NUM
ihlr-22370	352	4	did	do	AUX
ihlr-22370	352	5	cms	cms	NOUN
ihlr-22370	352	6	add	add	VERB
ihlr-22370	352	7	at	at	ADP
ihlr-22370	352	8	least	least	ADJ
ihlr-22370	352	9	some	some	PRON
ihlr-22370	352	10	comparative	comparative	ADJ
ihlr-22370	352	11	information	information	NOUN
ihlr-22370	352	12	in	in	ADP
ihlr-22370	352	13	response	response	NOUN
ihlr-22370	352	14	to	to	ADP
ihlr-22370	352	15	ordinary	ordinary	ADJ
ihlr-22370	352	16	searches	search	NOUN
ihlr-22370	352	17	.	.	PUNCT
ihlr-22370	353	1	but	but	CCONJ
ihlr-22370	353	2	this	this	PRON
ihlr-22370	353	3	is	be	AUX
ihlr-22370	353	4	rather	rather	ADV
ihlr-22370	353	5	limited	limited	ADJ
ihlr-22370	353	6	,	,	PUNCT
ihlr-22370	353	7	showing	show	VERB
ihlr-22370	353	8	how	how	SCONJ
ihlr-22370	353	9	a	a	DET
ihlr-22370	353	10	physician	physician	NOUN
ihlr-22370	353	11	’s	’s	PART
ihlr-22370	353	12	payments	payment	NOUN
ihlr-22370	353	13	compare	compare	VERB
ihlr-22370	353	14	to	to	ADP
ihlr-22370	353	15	national	national	ADJ
ihlr-22370	353	16	and	and	CCONJ
ihlr-22370	353	17	specialty	specialty	NOUN
ihlr-22370	353	18	peers	peer	NOUN
ihlr-22370	353	19	,	,	PUNCT
ihlr-22370	353	20	not	not	PART
ihlr-22370	353	21	regional	regional	ADJ
ihlr-22370	353	22	,	,	PUNCT
ihlr-22370	353	23	and	and	CCONJ
ihlr-22370	353	24	not	not	PART
ihlr-22370	353	25	addressing	address	VERB
ihlr-22370	353	26	which	which	DET
ihlr-22370	353	27	general	general	ADJ
ihlr-22370	353	28	payment	payment	NOUN
ihlr-22370	353	29	categories	category	NOUN
ihlr-22370	353	30	are	be	AUX
ihlr-22370	353	31	involved.58	involved.58	VERB
ihlr-22370	353	32	missing	miss	VERB
ihlr-22370	353	33	contextual	contextual	ADJ
ihlr-22370	353	34	and	and	CCONJ
ihlr-22370	353	35	comparative	comparative	ADJ
ihlr-22370	353	36	information	information	NOUN
ihlr-22370	353	37	are	be	AUX
ihlr-22370	353	38	recurring	recur	VERB
ihlr-22370	353	39	problems	problem	NOUN
ihlr-22370	353	40	for	for	ADP
ihlr-22370	353	41	transparency	transparency	NOUN
ihlr-22370	353	42	programs	program	NOUN
ihlr-22370	353	43	generally	generally	ADV
ihlr-22370	353	44	.	.	PUNCT
ihlr-22370	354	1	this	this	DET
ihlr-22370	354	2	information	information	NOUN
ihlr-22370	354	3	is	be	AUX
ihlr-22370	354	4	often	often	ADV
ihlr-22370	354	5	necessary	necessary	ADJ
ihlr-22370	354	6	for	for	SCONJ
ihlr-22370	354	7	the	the	DET
ihlr-22370	354	8	disclosures	disclosure	NOUN
ihlr-22370	354	9	to	to	PART
ihlr-22370	354	10	be	be	AUX
ihlr-22370	354	11	meaningful	meaningful	ADJ
ihlr-22370	354	12	,	,	PUNCT
ihlr-22370	354	13	accurate	accurate	ADJ
ihlr-22370	354	14	,	,	PUNCT
ihlr-22370	354	15	and	and	CCONJ
ihlr-22370	354	16	practical	practical	ADJ
ihlr-22370	354	17	to	to	PART
ihlr-22370	354	18	end	end	VERB
ihlr-22370	354	19	users	user	NOUN
ihlr-22370	354	20	.	.	PUNCT
ihlr-22370	355	1	however	however	ADV
ihlr-22370	355	2	,	,	PUNCT
ihlr-22370	355	3	for	for	ADP
ihlr-22370	355	4	certain	certain	ADJ
ihlr-22370	355	5	complex	complex	ADJ
ihlr-22370	355	6	topics	topic	NOUN
ihlr-22370	355	7	such	such	ADJ
ihlr-22370	355	8	as	as	ADP
ihlr-22370	355	9	financial	financial	ADJ
ihlr-22370	355	10	conflicts	conflict	NOUN
ihlr-22370	355	11	,	,	PUNCT
ihlr-22370	355	12	this	this	PRON
ihlr-22370	355	13	means	mean	VERB
ihlr-22370	355	14	a	a	DET
ihlr-22370	355	15	great	great	ADJ
ihlr-22370	355	16	deal	deal	NOUN
ihlr-22370	355	17	of	of	ADP
ihlr-22370	355	18	additional	additional	ADJ
ihlr-22370	355	19	contextual	contextual	ADJ
ihlr-22370	355	20	and	and	CCONJ
ihlr-22370	355	21	comparative	comparative	ADJ
ihlr-22370	355	22	information	information	NOUN
ihlr-22370	355	23	will	will	AUX
ihlr-22370	355	24	need	need	VERB
ihlr-22370	355	25	to	to	PART
ihlr-22370	355	26	be	be	AUX
ihlr-22370	355	27	disclosed	disclose	VERB
ihlr-22370	355	28	.	.	PUNCT
ihlr-22370	356	1	the	the	DET
ihlr-22370	356	2	more	more	ADJ
ihlr-22370	356	3	that	that	PRON
ihlr-22370	356	4	needs	need	VERB
ihlr-22370	356	5	to	to	PART
ihlr-22370	356	6	be	be	AUX
ihlr-22370	356	7	disclosed	disclose	VERB
ihlr-22370	356	8	,	,	PUNCT
ihlr-22370	356	9	the	the	PRON
ihlr-22370	356	10	greater	great	ADJ
ihlr-22370	356	11	the	the	DET
ihlr-22370	356	12	risk	risk	NOUN
ihlr-22370	356	13	that	that	SCONJ
ihlr-22370	356	14	the	the	DET
ihlr-22370	356	15	transparency	transparency	NOUN
ihlr-22370	356	16	program	program	NOUN
ihlr-22370	356	17	overloads	overload	VERB
ihlr-22370	356	18	end	end	NOUN
ihlr-22370	356	19	-	-	PUNCT
ihlr-22370	356	20	users	user	NOUN
ihlr-22370	356	21	with	with	ADP
ihlr-22370	356	22	too	too	ADV
ihlr-22370	356	23	much	much	ADJ
ihlr-22370	356	24	information	information	NOUN
ihlr-22370	356	25	and	and	CCONJ
ihlr-22370	356	26	additional	additional	ADJ
ihlr-22370	356	27	search	search	NOUN
ihlr-22370	356	28	costs	cost	NOUN
ihlr-22370	356	29	,	,	PUNCT
ihlr-22370	356	30	and	and	CCONJ
ihlr-22370	356	31	displays	display	VERB
ihlr-22370	356	32	the	the	DET
ihlr-22370	356	33	information	information	NOUN
ihlr-22370	356	34	in	in	ADP
ihlr-22370	356	35	formats	format	NOUN
ihlr-22370	356	36	that	that	PRON
ihlr-22370	356	37	are	be	AUX
ihlr-22370	356	38	not	not	PART
ihlr-22370	356	39	likely	likely	ADJ
ihlr-22370	356	40	to	to	PART
ihlr-22370	356	41	be	be	AUX
ihlr-22370	356	42	compatible	compatible	ADJ
ihlr-22370	356	43	with	with	ADP
ihlr-22370	356	44	their	their	PRON
ihlr-22370	356	45	typical	typical	ADJ
ihlr-22370	356	46	decision	decision	NOUN
ihlr-22370	356	47	-	-	PUNCT
ihlr-22370	356	48	making	making	NOUN
ihlr-22370	356	49	.	.	PUNCT
ihlr-22370	357	1	the	the	DET
ihlr-22370	357	2	sunshine	sunshine	PROPN
ihlr-22370	357	3	act	act	NOUN
ihlr-22370	357	4	demonstrates	demonstrate	VERB
ihlr-22370	357	5	that	that	SCONJ
ihlr-22370	357	6	,	,	PUNCT
ihlr-22370	357	7	at	at	ADP
ihlr-22370	357	8	bottom	bottom	NOUN
ihlr-22370	357	9	,	,	PUNCT
ihlr-22370	357	10	achieving	achieve	VERB
ihlr-22370	357	11	transparency	transparency	NOUN
ihlr-22370	357	12	that	that	PRON
ihlr-22370	357	13	is	be	AUX
ihlr-22370	357	14	simultaneously	simultaneously	ADV
ihlr-22370	357	15	accurate	accurate	ADJ
ihlr-22370	357	16	,	,	PUNCT
ihlr-22370	357	17	meaningful	meaningful	ADJ
ihlr-22370	357	18	,	,	PUNCT
ihlr-22370	357	19	comprehensible	comprehensible	ADJ
ihlr-22370	357	20	,	,	PUNCT
ihlr-22370	357	21	accessible	accessible	ADJ
ihlr-22370	357	22	,	,	PUNCT
ihlr-22370	357	23	and	and	CCONJ
ihlr-22370	357	24	compatible	compatible	ADJ
ihlr-22370	357	25	with	with	ADP
ihlr-22370	357	26	end	end	NOUN
ihlr-22370	357	27	users	user	NOUN
ihlr-22370	357	28	’	’	PART
ihlr-22370	357	29	decision	decision	NOUN
ihlr-22370	357	30	-	-	PUNCT
ihlr-22370	357	31	making	making	NOUN
ihlr-22370	357	32	frequently	frequently	ADV
ihlr-22370	357	33	requires	require	VERB
ihlr-22370	357	34	working	work	VERB
ihlr-22370	357	35	at	at	ADP
ihlr-22370	357	36	cross	cross	NOUN
ihlr-22370	357	37	purposes	purpose	NOUN
ihlr-22370	357	38	.	.	PUNCT
ihlr-22370	358	1	c.	c.	NOUN
ihlr-22370	358	2	audience	audience	PROPN
ihlr-22370	358	3	and	and	CCONJ
ihlr-22370	358	4	unintended	unintended	ADJ
ihlr-22370	358	5	effects	effect	NOUN
ihlr-22370	358	6	to	to	PART
ihlr-22370	358	7	be	be	AUX
ihlr-22370	358	8	truly	truly	ADV
ihlr-22370	358	9	effective	effective	ADJ
ihlr-22370	358	10	,	,	PUNCT
ihlr-22370	358	11	a	a	DET
ihlr-22370	358	12	disclosure	disclosure	NOUN
ihlr-22370	358	13	program	program	NOUN
ihlr-22370	358	14	needs	need	VERB
ihlr-22370	358	15	to	to	PART
ihlr-22370	358	16	account	account	VERB
ihlr-22370	358	17	for	for	ADP
ihlr-22370	358	18	the	the	DET
ihlr-22370	358	19	needs	need	NOUN
ihlr-22370	358	20	and	and	CCONJ
ihlr-22370	358	21	abilities	ability	NOUN
ihlr-22370	358	22	of	of	ADP
ihlr-22370	358	23	the	the	DET
ihlr-22370	358	24	targeted	target	VERB
ihlr-22370	358	25	information	information	NOUN
ihlr-22370	358	26	recipients	recipient	NOUN
ihlr-22370	358	27	.	.	PUNCT
ihlr-22370	359	1	the	the	DET
ihlr-22370	359	2	sunshine	sunshine	PROPN
ihlr-22370	359	3	act	act	NOUN
ihlr-22370	359	4	lacks	lack	VERB
ihlr-22370	359	5	this	this	DET
ihlr-22370	359	6	finetuned	finetune	VERB
ihlr-22370	359	7	design	design	NOUN
ihlr-22370	359	8	.	.	PUNCT
ihlr-22370	360	1	indeed	indeed	ADV
ihlr-22370	360	2	,	,	PUNCT
ihlr-22370	360	3	uncertainty	uncertainty	NOUN
ihlr-22370	360	4	remains	remain	VERB
ihlr-22370	360	5	as	as	ADP
ihlr-22370	360	6	to	to	ADP
ihlr-22370	360	7	who	who	PRON
ihlr-22370	360	8	is	be	AUX
ihlr-22370	360	9	the	the	DET
ihlr-22370	360	10	intended	intended	ADJ
ihlr-22370	360	11	audience	audience	NOUN
ihlr-22370	360	12	?	?	PUNCT
ihlr-22370	361	1	regulatory	regulatory	ADJ
ihlr-22370	361	2	guidance	guidance	NOUN
ihlr-22370	361	3	from	from	ADP
ihlr-22370	361	4	cms	cms	PROPN
ihlr-22370	361	5	has	have	AUX
ihlr-22370	361	6	been	be	AUX
ihlr-22370	361	7	unclear	unclear	ADJ
ihlr-22370	361	8	,	,	PUNCT
ihlr-22370	361	9	mentioning	mention	VERB
ihlr-22370	361	10	that	that	SCONJ
ihlr-22370	361	11	“	"	PUNCT
ihlr-22370	361	12	the	the	DET
ihlr-22370	361	13	public	public	NOUN
ihlr-22370	361	14	”	"	PUNCT
ihlr-22370	361	15	will	will	AUX
ihlr-22370	361	16	be	be	AUX
ihlr-22370	361	17	able	able	ADJ
ihlr-22370	361	18	to	to	PART
ihlr-22370	361	19	use	use	VERB
ihlr-22370	361	20	the	the	DET
ihlr-22370	361	21	open	open	ADJ
ihlr-22370	361	22	payments	payment	NOUN
ihlr-22370	361	23	database	database	NOUN
ihlr-22370	361	24	information	information	NOUN
ihlr-22370	361	25	to	to	PART
ihlr-22370	361	26	make	make	VERB
ihlr-22370	361	27	informed	informed	ADJ
ihlr-22370	361	28	56	56	NUM
ihlr-22370	361	29	.	.	PUNCT
ihlr-22370	362	1	see	see	VERB
ihlr-22370	362	2	,	,	PUNCT
ihlr-22370	362	3	e.g.	e.g.	ADV
ihlr-22370	362	4	,	,	PUNCT
ihlr-22370	362	5	avoiding	avoid	VERB
ihlr-22370	362	6	medicare	medicare	PROPN
ihlr-22370	362	7	fraud	fraud	NOUN
ihlr-22370	362	8	and	and	CCONJ
ihlr-22370	362	9	abuse	abuse	NOUN
ihlr-22370	362	10	:	:	PUNCT
ihlr-22370	362	11	a	a	DET
ihlr-22370	362	12	roadmap	roadmap	NOUN
ihlr-22370	362	13	for	for	ADP
ihlr-22370	362	14	physicians	physician	NOUN
ihlr-22370	362	15	,	,	PUNCT
ihlr-22370	362	16	ctrs	ctrs	PROPN
ihlr-22370	362	17	.	.	PROPN
ihlr-22370	363	1	for	for	ADP
ihlr-22370	363	2	medicare	medicare	PROPN
ihlr-22370	363	3	&	&	CCONJ
ihlr-22370	363	4	medicaid	medicaid	PROPN
ihlr-22370	363	5	servs	servs	PROPN
ihlr-22370	363	6	.	.	PUNCT
ihlr-22370	364	1	8	8	NUM
ihlr-22370	364	2	(	(	PUNCT
ihlr-22370	364	3	august	august	PROPN
ihlr-22370	364	4	2016	2016	NUM
ihlr-22370	364	5	)	)	PUNCT
ihlr-22370	364	6	,	,	PUNCT
ihlr-22370	365	1	https://www.cms.gov/outreach-ande	https://www.cms.gov/outreach-ande	PROPN
ihlr-22370	365	2	d	d	PROPN
ihlr-22370	365	3	u	u	X
ihlr-22370	365	4	c	c	PROPN
ihlr-22370	365	5	a	a	DET
ihlr-22370	365	6	t	t	NOUN
ihlr-22370	366	1	i	i	PRON
ihlr-22370	366	2	o	o	VERB
ihlr-22370	366	3	n	n	CCONJ
ihlr-22370	366	4	/	/	SYM
ihlr-22370	366	5	m	m	VERB
ihlr-22370	366	6	e	e	NOUN
ihlr-22370	367	1	d	d	NOUN
ihlr-22370	367	2	i	i	PRON
ihlr-22370	367	3	c	c	VERB
ihlr-22370	367	4	a	a	DET
ihlr-22370	367	5	r	r	NOUN
ihlr-22370	367	6	e	e	NOUN
ihlr-22370	367	7	l	l	NOUN
ihlr-22370	367	8	e	e	X
ihlr-22370	367	9	a	a	DET
ihlr-22370	367	10	r	r	NOUN
ihlr-22370	367	11	n	n	NOUN
ihlr-22370	367	12	i	i	PRON
ihlr-22370	367	13	n	n	CCONJ
ihlr-22370	367	14	g	g	NOUN
ihlr-22370	367	15	n	n	ADP
ihlr-22370	367	16	e	e	PROPN
ihlr-22370	367	17	t	t	PROPN
ihlr-22370	367	18	w	w	NOUN
ihlr-22370	367	19	o	o	PROPN
ihlr-22370	367	20	r	r	NOUN
ihlr-22370	367	21	k	k	NOUN
ihlr-22370	367	22	m	m	VERB
ihlr-22370	367	23	l	l	NOUN
ihlr-22370	367	24	n	n	CCONJ
ihlr-22370	367	25	/	/	SYM
ihlr-22370	367	26	m	m	PROPN
ihlr-22370	367	27	l	l	NOUN
ihlr-22370	368	1	n	n	NOUN
ihlr-22370	368	2	p	p	NOUN
ihlr-22370	368	3	r	r	NOUN
ihlr-22370	368	4	o	o	X
ihlr-22370	368	5	d	d	X
ihlr-22370	368	6	u	u	X
ihlr-22370	368	7	c	c	PROPN
ihlr-22370	368	8	t	t	NOUN
ihlr-22370	368	9	s	s	NOUN
ihlr-22370	368	10	/	/	SYM
ihlr-22370	368	11	d	d	NOUN
ihlr-22370	368	12	o	o	X
ihlr-22370	368	13	w	w	NOUN
ihlr-22370	368	14	n	n	ADV
ihlr-22370	368	15	l	l	NOUN
ihlr-22370	368	16	o	o	NOUN
ihlr-22370	369	1	a	a	DET
ihlr-22370	369	2	d	d	X
ihlr-22370	369	3	s	s	NOUN
ihlr-22370	369	4	/	/	SYM
ihlr-22370	369	5	avoiding_medicare_fanda_physicians_factsheet_905645.pdf	avoiding_medicare_fanda_physicians_factsheet_905645.pdf	PROPN
ihlr-22370	370	1	[	[	X
ihlr-22370	370	2	https://perma.cc/e695-w6qp	https://perma.cc/e695-w6qp	NOUN
ihlr-22370	370	3	]	]	PUNCT
ihlr-22370	370	4	;	;	PUNCT
ihlr-22370	370	5	united	united	PROPN
ihlr-22370	370	6	states	states	PROPN
ihlr-22370	370	7	of	of	ADP
ihlr-22370	370	8	america	america	PROPN
ihlr-22370	370	9	v.	v.	PROPN
ihlr-22370	370	10	reinstein	reinstein	PROPN
ihlr-22370	370	11	,	,	PUNCT
ihlr-22370	370	12	1:12cv09167	1:12cv09167	ADJ
ihlr-22370	370	13	,	,	PUNCT
ihlr-22370	370	14	wl	wl	PROPN
ihlr-22370	370	15	9307035	9307035	NUM
ihlr-22370	370	16	(	(	PUNCT
ihlr-22370	370	17	n.d	n.d	PROPN
ihlr-22370	370	18	.	.	PROPN
ihlr-22370	370	19	ill	ill	PROPN
ihlr-22370	370	20	.	.	PUNCT
ihlr-22370	371	1	feb	feb	PROPN
ihlr-22370	371	2	.	.	PROPN
ihlr-22370	371	3	13	13	NUM
ihlr-22370	371	4	,	,	PUNCT
ihlr-22370	371	5	2015	2015	NUM
ihlr-22370	371	6	)	)	PUNCT
ihlr-22370	371	7	;	;	PUNCT
ihlr-22370	371	8	press	press	NOUN
ihlr-22370	371	9	release	release	NOUN
ihlr-22370	371	10	,	,	PUNCT
ihlr-22370	371	11	dep’t	dep’t	NOUN
ihlr-22370	371	12	of	of	ADP
ihlr-22370	371	13	justice	justice	NOUN
ihlr-22370	371	14	,	,	PUNCT
ihlr-22370	371	15	drug	drug	NOUN
ihlr-22370	371	16	maker	maker	NOUN
ihlr-22370	371	17	forest	forest	NOUN
ihlr-22370	371	18	pleads	plead	VERB
ihlr-22370	371	19	guilty	guilty	ADJ
ihlr-22370	371	20	to	to	PART
ihlr-22370	371	21	pay	pay	VERB
ihlr-22370	371	22	more	more	ADJ
ihlr-22370	371	23	than	than	ADP
ihlr-22370	371	24	$	$	SYM
ihlr-22370	371	25	313	313	NUM
ihlr-22370	371	26	million	million	NUM
ihlr-22370	371	27	to	to	PART
ihlr-22370	371	28	resolve	resolve	VERB
ihlr-22370	371	29	criminal	criminal	ADJ
ihlr-22370	371	30	charges	charge	NOUN
ihlr-22370	371	31	and	and	CCONJ
ihlr-22370	371	32	false	false	ADJ
ihlr-22370	371	33	claims	claim	NOUN
ihlr-22370	371	34	act	act	VERB
ihlr-22370	371	35	allegations	allegation	NOUN
ihlr-22370	371	36	,	,	PUNCT
ihlr-22370	371	37	justice	justice	NOUN
ihlr-22370	371	38	news	news	PROPN
ihlr-22370	371	39	(	(	PUNCT
ihlr-22370	371	40	sept	sept	PROPN
ihlr-22370	371	41	.	.	PROPN
ihlr-22370	371	42	15	15	NUM
ihlr-22370	371	43	,	,	PUNCT
ihlr-22370	371	44	2010	2010	NUM
ihlr-22370	371	45	)	)	PUNCT
ihlr-22370	371	46	,	,	PUNCT
ihlr-22370	371	47	https://www.justice.gov/opa/pr/drug-maker-forest-pleads-guilty-pay-more-313-million-resolvecriminal-charges-and-false	https://www.justice.gov/opa/pr/drug-maker-forest-pleads-guilty-pay-more-313-million-resolvecriminal-charges-and-false	X
ihlr-22370	372	1	[	[	X
ihlr-22370	372	2	https://perma.cc/9g4r-lyy5	https://perma.cc/9g4r-lyy5	X
ihlr-22370	372	3	]	]	X
ihlr-22370	372	4	.	.	PUNCT
ihlr-22370	373	1	57	57	NUM
ihlr-22370	373	2	.	.	PUNCT
ihlr-22370	374	1	see	see	VERB
ihlr-22370	374	2	lo	lo	PROPN
ihlr-22370	374	3	,	,	PUNCT
ihlr-22370	374	4	supra	supra	PROPN
ihlr-22370	374	5	note	note	PROPN
ihlr-22370	374	6	45	45	NUM
ihlr-22370	374	7	,	,	PUNCT
ihlr-22370	374	8	at	at	ADP
ihlr-22370	374	9	1720	1720	NUM
ihlr-22370	374	10	.	.	PUNCT
ihlr-22370	375	1	58	58	NUM
ihlr-22370	375	2	.	.	PUNCT
ihlr-22370	376	1	see	see	VERB
ihlr-22370	376	2	open	open	ADJ
ihlr-22370	376	3	payments	payment	NOUN
ihlr-22370	376	4	data	datum	NOUN
ihlr-22370	376	5	,	,	PUNCT
ihlr-22370	376	6	ctrs	ctrs	PROPN
ihlr-22370	376	7	.	.	PROPN
ihlr-22370	377	1	for	for	ADP
ihlr-22370	377	2	medicare	medicare	PROPN
ihlr-22370	377	3	&	&	CCONJ
ihlr-22370	377	4	medicaid	medicaid	PROPN
ihlr-22370	377	5	servs	servs	PROPN
ihlr-22370	377	6	.	.	PUNCT
ihlr-22370	377	7	,	,	PUNCT
ihlr-22370	377	8	https://openpaymentsdata.cms.gov/	https://openpaymentsdata.cms.gov/	PROPN
ihlr-22370	378	1	[	[	X
ihlr-22370	378	2	https://perma.cc/a7us-5g4l	https://perma.cc/a7us-5g4l	PROPN
ihlr-22370	378	3	]	]	X
ihlr-22370	378	4	.	.	PUNCT
ihlr-22370	379	1	80	80	NUM
ihlr-22370	379	2	indiana	indiana	PROPN
ihlr-22370	379	3	health	health	PROPN
ihlr-22370	379	4	law	law	NOUN
ihlr-22370	379	5	review	review	NOUN
ihlr-22370	379	6	[	[	X
ihlr-22370	379	7	vol	vol	NOUN
ihlr-22370	379	8	.	.	PUNCT
ihlr-22370	380	1	15:67	15:67	NUM
ihlr-22370	380	2	decisions	decision	NOUN
ihlr-22370	380	3	about	about	ADP
ihlr-22370	380	4	their	their	PRON
ihlr-22370	380	5	health	health	NOUN
ihlr-22370	380	6	care	care	NOUN
ihlr-22370	380	7	,	,	PUNCT
ihlr-22370	380	8	and	and	CCONJ
ihlr-22370	380	9	otherwise	otherwise	ADV
ihlr-22370	380	10	being	be	AUX
ihlr-22370	380	11	vague	vague	ADJ
ihlr-22370	380	12	as	as	ADP
ihlr-22370	380	13	to	to	AUX
ihlr-22370	380	14	specific	specific	ADJ
ihlr-22370	380	15	audiences.59	audiences.59	NOUN
ihlr-22370	380	16	1	1	NUM
ihlr-22370	380	17	.	.	PUNCT
ihlr-22370	381	1	patients	patient	NOUN
ihlr-22370	381	2	patients	patient	NOUN
ihlr-22370	381	3	presumably	presumably	ADV
ihlr-22370	381	4	form	form	VERB
ihlr-22370	381	5	part	part	NOUN
ihlr-22370	381	6	of	of	ADP
ihlr-22370	381	7	the	the	DET
ihlr-22370	381	8	core	core	NOUN
ihlr-22370	381	9	intended	intend	VERB
ihlr-22370	381	10	audience	audience	NOUN
ihlr-22370	381	11	.	.	PUNCT
ihlr-22370	382	1	but	but	CCONJ
ihlr-22370	382	2	the	the	DET
ihlr-22370	382	3	sunshine	sunshine	PROPN
ihlr-22370	382	4	act	act	PROPN
ihlr-22370	382	5	’s	’s	PART
ihlr-22370	382	6	disclosure	disclosure	NOUN
ihlr-22370	382	7	program	program	NOUN
ihlr-22370	382	8	seems	seem	VERB
ihlr-22370	382	9	poorly	poorly	ADV
ihlr-22370	382	10	designed	design	VERB
ihlr-22370	382	11	for	for	ADP
ihlr-22370	382	12	patients	patient	NOUN
ihlr-22370	382	13	’	'	PUNCT
ihlr-22370	382	14	abilities	ability	NOUN
ihlr-22370	382	15	and	and	CCONJ
ihlr-22370	382	16	preferences	preference	NOUN
ihlr-22370	382	17	and	and	CCONJ
ihlr-22370	382	18	its	its	PRON
ihlr-22370	382	19	direct	direct	ADJ
ihlr-22370	382	20	impact	impact	NOUN
ihlr-22370	382	21	on	on	ADP
ihlr-22370	382	22	patient	patient	ADJ
ihlr-22370	382	23	decision	decision	NOUN
ihlr-22370	382	24	-	-	PUNCT
ihlr-22370	382	25	making	making	NOUN
ihlr-22370	382	26	remains	remain	VERB
ihlr-22370	382	27	questionable	questionable	ADJ
ihlr-22370	382	28	for	for	ADP
ihlr-22370	382	29	several	several	ADJ
ihlr-22370	382	30	reasons	reason	NOUN
ihlr-22370	382	31	.	.	PUNCT
ihlr-22370	383	1	first	first	ADV
ihlr-22370	383	2	,	,	PUNCT
ihlr-22370	383	3	the	the	DET
ihlr-22370	383	4	search	search	NOUN
ihlr-22370	383	5	costs	cost	NOUN
ihlr-22370	383	6	for	for	ADP
ihlr-22370	383	7	patients	patient	NOUN
ihlr-22370	383	8	may	may	AUX
ihlr-22370	383	9	dissuade	dissuade	VERB
ihlr-22370	383	10	many	many	ADJ
ihlr-22370	383	11	from	from	ADP
ihlr-22370	383	12	using	use	VERB
ihlr-22370	383	13	the	the	DET
ihlr-22370	383	14	open	open	ADJ
ihlr-22370	383	15	payments	payment	NOUN
ihlr-22370	383	16	database	database	NOUN
ihlr-22370	383	17	.	.	PUNCT
ihlr-22370	384	1	while	while	SCONJ
ihlr-22370	384	2	searching	search	VERB
ihlr-22370	384	3	an	an	DET
ihlr-22370	384	4	electronic	electronic	ADJ
ihlr-22370	384	5	database	database	NOUN
ihlr-22370	384	6	with	with	ADP
ihlr-22370	384	7	simple	simple	ADJ
ihlr-22370	384	8	name	name	NOUN
ihlr-22370	384	9	queries	query	NOUN
ihlr-22370	384	10	may	may	AUX
ihlr-22370	384	11	not	not	PART
ihlr-22370	384	12	seem	seem	VERB
ihlr-22370	384	13	daunting	daunt	VERB
ihlr-22370	384	14	,	,	PUNCT
ihlr-22370	384	15	patients	patient	NOUN
ihlr-22370	384	16	must	must	AUX
ihlr-22370	384	17	factor	factor	VERB
ihlr-22370	384	18	this	this	PRON
ihlr-22370	384	19	in	in	ADP
ihlr-22370	384	20	along	along	ADP
ihlr-22370	384	21	with	with	ADP
ihlr-22370	384	22	the	the	DET
ihlr-22370	384	23	many	many	ADJ
ihlr-22370	384	24	other	other	ADJ
ihlr-22370	384	25	searches	search	NOUN
ihlr-22370	384	26	they	they	PRON
ihlr-22370	384	27	ordinarily	ordinarily	ADV
ihlr-22370	384	28	have	have	VERB
ihlr-22370	384	29	to	to	PART
ihlr-22370	384	30	undertake	undertake	VERB
ihlr-22370	384	31	in	in	ADP
ihlr-22370	384	32	arranging	arrange	VERB
ihlr-22370	384	33	for	for	ADP
ihlr-22370	384	34	treatment	treatment	NOUN
ihlr-22370	384	35	,	,	PUNCT
ihlr-22370	384	36	such	such	ADJ
ihlr-22370	384	37	as	as	ADP
ihlr-22370	384	38	finding	find	VERB
ihlr-22370	384	39	an	an	DET
ihlr-22370	384	40	available	available	ADJ
ihlr-22370	384	41	physician	physician	NOUN
ihlr-22370	384	42	that	that	PRON
ihlr-22370	384	43	is	be	AUX
ihlr-22370	384	44	covered	cover	VERB
ihlr-22370	384	45	by	by	ADP
ihlr-22370	384	46	the	the	DET
ihlr-22370	384	47	patient	patient	NOUN
ihlr-22370	384	48	’s	’s	PART
ihlr-22370	384	49	insurance	insurance	NOUN
ihlr-22370	384	50	,	,	PUNCT
ihlr-22370	384	51	evaluating	evaluate	VERB
ihlr-22370	384	52	the	the	DET
ihlr-22370	384	53	physician	physician	NOUN
ihlr-22370	384	54	’s	’s	PART
ihlr-22370	384	55	qualifications	qualification	NOUN
ihlr-22370	384	56	,	,	PUNCT
ihlr-22370	384	57	and	and	CCONJ
ihlr-22370	384	58	ascertaining	ascertain	VERB
ihlr-22370	384	59	the	the	DET
ihlr-22370	384	60	cost	cost	NOUN
ihlr-22370	384	61	and	and	CCONJ
ihlr-22370	384	62	quality	quality	NOUN
ihlr-22370	384	63	of	of	ADP
ihlr-22370	384	64	proposed	propose	VERB
ihlr-22370	384	65	treatments	treatment	NOUN
ihlr-22370	384	66	.	.	PUNCT
ihlr-22370	385	1	data	datum	NOUN
ihlr-22370	385	2	about	about	ADP
ihlr-22370	385	3	financial	financial	ADJ
ihlr-22370	385	4	ties	tie	NOUN
ihlr-22370	385	5	may	may	AUX
ihlr-22370	385	6	simply	simply	ADV
ihlr-22370	385	7	be	be	AUX
ihlr-22370	385	8	less	less	ADJ
ihlr-22370	385	9	salient	salient	NOUN
ihlr-22370	385	10	,	,	PUNCT
ihlr-22370	385	11	or	or	CCONJ
ihlr-22370	385	12	not	not	PART
ihlr-22370	385	13	worth	worth	ADJ
ihlr-22370	385	14	the	the	DET
ihlr-22370	385	15	effort	effort	NOUN
ihlr-22370	385	16	due	due	ADP
ihlr-22370	385	17	to	to	ADP
ihlr-22370	385	18	informational	informational	ADJ
ihlr-22370	385	19	fatigue	fatigue	NOUN
ihlr-22370	385	20	,	,	PUNCT
ihlr-22370	385	21	in	in	ADP
ihlr-22370	385	22	light	light	NOUN
ihlr-22370	385	23	of	of	ADP
ihlr-22370	385	24	all	all	DET
ihlr-22370	385	25	the	the	DET
ihlr-22370	385	26	other	other	ADJ
ihlr-22370	385	27	search	search	NOUN
ihlr-22370	385	28	costs	cost	NOUN
ihlr-22370	385	29	patients	patient	NOUN
ihlr-22370	385	30	typically	typically	ADV
ihlr-22370	385	31	must	must	AUX
ihlr-22370	385	32	endure	endure	VERB
ihlr-22370	385	33	.	.	PUNCT
ihlr-22370	386	1	another	another	DET
ihlr-22370	386	2	reason	reason	NOUN
ihlr-22370	386	3	to	to	PART
ihlr-22370	386	4	question	question	VERB
ihlr-22370	386	5	patient	patient	ADJ
ihlr-22370	386	6	engagement	engagement	NOUN
ihlr-22370	386	7	with	with	ADP
ihlr-22370	386	8	financial	financial	ADJ
ihlr-22370	386	9	conflicts	conflict	NOUN
ihlr-22370	386	10	information	information	NOUN
ihlr-22370	386	11	concerns	concern	VERB
ihlr-22370	386	12	the	the	DET
ihlr-22370	386	13	timing	timing	NOUN
ihlr-22370	386	14	of	of	ADP
ihlr-22370	386	15	disclosure	disclosure	NOUN
ihlr-22370	386	16	.	.	PUNCT
ihlr-22370	387	1	many	many	ADJ
ihlr-22370	387	2	healthy	healthy	ADJ
ihlr-22370	387	3	patients	patient	NOUN
ihlr-22370	387	4	might	might	AUX
ihlr-22370	387	5	agree	agree	VERB
ihlr-22370	387	6	,	,	PUNCT
ihlr-22370	387	7	in	in	ADP
ihlr-22370	387	8	the	the	DET
ihlr-22370	387	9	abstract	abstract	NOUN
ihlr-22370	387	10	,	,	PUNCT
ihlr-22370	387	11	that	that	SCONJ
ihlr-22370	387	12	they	they	PRON
ihlr-22370	387	13	would	would	AUX
ihlr-22370	387	14	want	want	VERB
ihlr-22370	387	15	to	to	PART
ihlr-22370	387	16	know	know	VERB
ihlr-22370	387	17	information	information	NOUN
ihlr-22370	387	18	about	about	ADP
ihlr-22370	387	19	provider	provider	NOUN
ihlr-22370	387	20	financial	financial	ADJ
ihlr-22370	387	21	conflicts	conflict	NOUN
ihlr-22370	387	22	of	of	ADP
ihlr-22370	387	23	interest	interest	NOUN
ihlr-22370	387	24	because	because	SCONJ
ihlr-22370	387	25	this	this	PRON
ihlr-22370	387	26	could	could	AUX
ihlr-22370	387	27	affect	affect	VERB
ihlr-22370	387	28	them	they	PRON
ihlr-22370	387	29	therapeutically	therapeutically	ADV
ihlr-22370	387	30	and	and	CCONJ
ihlr-22370	387	31	financially	financially	ADV
ihlr-22370	387	32	.	.	PUNCT
ihlr-22370	388	1	but	but	CCONJ
ihlr-22370	388	2	most	most	ADJ
ihlr-22370	388	3	patients	patient	NOUN
ihlr-22370	388	4	must	must	AUX
ihlr-22370	388	5	engage	engage	VERB
ihlr-22370	388	6	with	with	ADP
ihlr-22370	388	7	this	this	DET
ihlr-22370	388	8	information	information	NOUN
ihlr-22370	388	9	when	when	SCONJ
ihlr-22370	388	10	they	they	PRON
ihlr-22370	388	11	are	be	AUX
ihlr-22370	388	12	sick	sick	ADJ
ihlr-22370	388	13	and	and	CCONJ
ihlr-22370	388	14	seeking	seek	VERB
ihlr-22370	388	15	treatment	treatment	NOUN
ihlr-22370	388	16	.	.	PUNCT
ihlr-22370	389	1	in	in	ADP
ihlr-22370	389	2	these	these	DET
ihlr-22370	389	3	circumstances	circumstance	NOUN
ihlr-22370	389	4	,	,	PUNCT
ihlr-22370	389	5	financial	financial	ADJ
ihlr-22370	389	6	conflicts	conflict	NOUN
ihlr-22370	389	7	information	information	NOUN
ihlr-22370	389	8	may	may	AUX
ihlr-22370	389	9	be	be	AUX
ihlr-22370	389	10	more	more	ADV
ihlr-22370	389	11	easily	easily	ADV
ihlr-22370	389	12	tuned	tune	VERB
ihlr-22370	389	13	out	out	ADP
ihlr-22370	389	14	as	as	ADP
ihlr-22370	389	15	extraneous	extraneous	ADJ
ihlr-22370	389	16	to	to	ADP
ihlr-22370	389	17	the	the	DET
ihlr-22370	389	18	more	more	ADV
ihlr-22370	389	19	immediate	immediate	ADJ
ihlr-22370	389	20	questions	question	NOUN
ihlr-22370	389	21	of	of	ADP
ihlr-22370	389	22	proposed	propose	VERB
ihlr-22370	389	23	treatments	treatment	NOUN
ihlr-22370	389	24	and	and	CCONJ
ihlr-22370	389	25	their	their	PRON
ihlr-22370	389	26	risks	risk	NOUN
ihlr-22370	389	27	and	and	CCONJ
ihlr-22370	389	28	benefits	benefit	NOUN
ihlr-22370	389	29	.	.	PUNCT
ihlr-22370	390	1	“	"	PUNCT
ihlr-22370	390	2	when	when	SCONJ
ihlr-22370	390	3	people	people	NOUN
ihlr-22370	390	4	get	get	VERB
ihlr-22370	390	5	sick	sick	ADJ
ihlr-22370	390	6	,	,	PUNCT
ihlr-22370	390	7	all	all	PRON
ihlr-22370	390	8	they	they	PRON
ihlr-22370	390	9	really	really	ADV
ihlr-22370	390	10	want	want	VERB
ihlr-22370	390	11	is	be	AUX
ihlr-22370	390	12	to	to	PART
ihlr-22370	390	13	get	get	VERB
ihlr-22370	390	14	well	well	ADV
ihlr-22370	390	15	again	again	ADV
ihlr-22370	390	16	,	,	PUNCT
ihlr-22370	390	17	and	and	CCONJ
ihlr-22370	390	18	even	even	ADV
ihlr-22370	390	19	the	the	DET
ihlr-22370	390	20	enlightened	enlightened	ADJ
ihlr-22370	390	21	21st	21st	ADJ
ihlr-22370	390	22	century	century	NOUN
ihlr-22370	390	23	patient	patient	NOUN
ihlr-22370	390	24	undoubtedly	undoubtedly	ADV
ihlr-22370	390	25	cares	care	VERB
ihlr-22370	390	26	much	much	ADV
ihlr-22370	390	27	less	less	ADJ
ihlr-22370	390	28	about	about	ADP
ihlr-22370	390	29	how	how	SCONJ
ihlr-22370	390	30	that	that	PRON
ihlr-22370	390	31	happens	happen	VERB
ihlr-22370	390	32	than	than	SCONJ
ihlr-22370	390	33	it	it	PRON
ihlr-22370	390	34	happens	happen	VERB
ihlr-22370	390	35	at	at	ADV
ihlr-22370	390	36	all	all	ADV
ihlr-22370	390	37	.	.	PUNCT
ihlr-22370	390	38	”60	”60	PROPN
ihlr-22370	390	39	in	in	ADP
ihlr-22370	390	40	fact	fact	NOUN
ihlr-22370	390	41	,	,	PUNCT
ihlr-22370	390	42	the	the	DET
ihlr-22370	390	43	early	early	ADJ
ihlr-22370	390	44	sunshine	sunshine	PROPN
ihlr-22370	390	45	act	act	PROPN
ihlr-22370	390	46	data	datum	NOUN
ihlr-22370	390	47	indicates	indicate	VERB
ihlr-22370	390	48	that	that	SCONJ
ihlr-22370	390	49	patients	patient	NOUN
ihlr-22370	390	50	are	be	AUX
ihlr-22370	390	51	engaging	engage	VERB
ihlr-22370	390	52	with	with	ADP
ihlr-22370	390	53	the	the	DET
ihlr-22370	390	54	information	information	NOUN
ihlr-22370	390	55	in	in	ADP
ihlr-22370	390	56	only	only	ADV
ihlr-22370	390	57	modest	modest	ADJ
ihlr-22370	390	58	numbers	number	NOUN
ihlr-22370	390	59	.	.	PUNCT
ihlr-22370	391	1	from	from	ADP
ihlr-22370	391	2	september	september	PROPN
ihlr-22370	391	3	30	30	NUM
ihlr-22370	391	4	,	,	PUNCT
ihlr-22370	391	5	2014	2014	NUM
ihlr-22370	391	6	to	to	ADP
ihlr-22370	391	7	august	august	PROPN
ihlr-22370	391	8	1	1	NUM
ihlr-22370	391	9	,	,	PUNCT
ihlr-22370	391	10	2015	2015	NUM
ihlr-22370	391	11	,	,	PUNCT
ihlr-22370	391	12	the	the	DET
ihlr-22370	391	13	open	open	ADJ
ihlr-22370	391	14	payments	payment	NOUN
ihlr-22370	391	15	database	database	NOUN
ihlr-22370	391	16	received	receive	VERB
ihlr-22370	391	17	1.1	1.1	NUM
ihlr-22370	391	18	million	million	NUM
ihlr-22370	391	19	page	page	NOUN
ihlr-22370	391	20	views	view	NOUN
ihlr-22370	391	21	from	from	ADP
ihlr-22370	391	22	visitors	visitor	NOUN
ihlr-22370	391	23	.	.	PUNCT
ihlr-22370	392	1	during	during	ADP
ihlr-22370	392	2	the	the	DET
ihlr-22370	392	3	same	same	ADJ
ihlr-22370	392	4	time	time	NOUN
ihlr-22370	392	5	period	period	NOUN
ihlr-22370	392	6	,	,	PUNCT
ihlr-22370	392	7	data	datum	NOUN
ihlr-22370	392	8	within	within	ADP
ihlr-22370	392	9	the	the	DET
ihlr-22370	392	10	open	open	ADJ
ihlr-22370	392	11	payments	payment	NOUN
ihlr-22370	392	12	database61	database61	NOUN
ihlr-22370	392	13	59	59	NUM
ihlr-22370	392	14	.	.	PUNCT
ihlr-22370	393	1	see	see	PROPN
ihlr-22370	393	2	ctrs	ctrs	PROPN
ihlr-22370	393	3	.	.	PUNCT
ihlr-22370	394	1	for	for	ADP
ihlr-22370	394	2	medicare	medicare	PROPN
ihlr-22370	394	3	&	&	CCONJ
ihlr-22370	394	4	medicaid	medicaid	PROPN
ihlr-22370	394	5	servs	servs	PROPN
ihlr-22370	394	6	.	.	PUNCT
ihlr-22370	394	7	,	,	PUNCT
ihlr-22370	394	8	annual	annual	ADJ
ihlr-22370	394	9	report	report	NOUN
ihlr-22370	394	10	to	to	ADP
ihlr-22370	394	11	congress	congress	PROPN
ihlr-22370	394	12	on	on	ADP
ihlr-22370	394	13	the	the	DET
ihlr-22370	394	14	open	open	ADJ
ihlr-22370	394	15	payments	payment	NOUN
ihlr-22370	394	16	program	program	NOUN
ihlr-22370	394	17	2	2	NUM
ihlr-22370	394	18	(	(	PUNCT
ihlr-22370	394	19	2016	2016	NUM
ihlr-22370	394	20	)	)	PUNCT
ihlr-22370	395	1	[	[	X
ihlr-22370	395	2	hereinafter	hereinafter	NOUN
ihlr-22370	395	3	2016	2016	NUM
ihlr-22370	395	4	cms	cms	PROPN
ihlr-22370	395	5	annual	annual	ADJ
ihlr-22370	395	6	report	report	NOUN
ihlr-22370	395	7	to	to	ADP
ihlr-22370	395	8	congress	congress	PROPN
ihlr-22370	395	9	]	]	PUNCT
ihlr-22370	395	10	(	(	PUNCT
ihlr-22370	395	11	“	"	PUNCT
ihlr-22370	395	12	this	this	DET
ihlr-22370	395	13	public	public	ADJ
ihlr-22370	395	14	website	website	NOUN
ihlr-22370	395	15	is	be	AUX
ihlr-22370	395	16	designed	design	VERB
ihlr-22370	395	17	to	to	PART
ihlr-22370	395	18	increase	increase	VERB
ihlr-22370	395	19	access	access	NOUN
ihlr-22370	395	20	to	to	ADP
ihlr-22370	395	21	,	,	PUNCT
ihlr-22370	395	22	and	and	CCONJ
ihlr-22370	395	23	knowledge	knowledge	NOUN
ihlr-22370	395	24	about	about	ADP
ihlr-22370	395	25	,	,	PUNCT
ihlr-22370	395	26	healthcare	healthcare	NOUN
ihlr-22370	395	27	industry	industry	NOUN
ihlr-22370	395	28	financial	financial	ADJ
ihlr-22370	395	29	relationships	relationship	NOUN
ihlr-22370	395	30	and	and	CCONJ
ihlr-22370	395	31	provide	provide	VERB
ihlr-22370	395	32	the	the	DET
ihlr-22370	395	33	public	public	NOUN
ihlr-22370	395	34	with	with	ADP
ihlr-22370	395	35	information	information	NOUN
ihlr-22370	395	36	to	to	PART
ihlr-22370	395	37	enable	enable	VERB
ihlr-22370	395	38	them	they	PRON
ihlr-22370	395	39	to	to	PART
ihlr-22370	395	40	make	make	VERB
ihlr-22370	395	41	informed	informed	ADJ
ihlr-22370	395	42	decisions	decision	NOUN
ihlr-22370	395	43	about	about	ADP
ihlr-22370	395	44	their	their	PRON
ihlr-22370	395	45	healthcare	healthcare	NOUN
ihlr-22370	395	46	.	.	PUNCT
ihlr-22370	395	47	”	"	PUNCT
ihlr-22370	395	48	)	)	PUNCT
ihlr-22370	395	49	;	;	PUNCT
ihlr-22370	395	50	open	open	ADJ
ihlr-22370	395	51	payments	payment	NOUN
ihlr-22370	395	52	data	datum	NOUN
ihlr-22370	395	53	in	in	ADP
ihlr-22370	395	54	context	context	NOUN
ihlr-22370	395	55	,	,	PUNCT
ihlr-22370	395	56	ctrs	ctrs	PROPN
ihlr-22370	395	57	.	.	PROPN
ihlr-22370	396	1	for	for	ADP
ihlr-22370	396	2	medicare	medicare	PROPN
ihlr-22370	396	3	&	&	CCONJ
ihlr-22370	396	4	medicaid	medicaid	PROPN
ihlr-22370	396	5	servs	servs	PROPN
ihlr-22370	396	6	.	.	PROPN
ihlr-22370	396	7	,	,	PUNCT
ihlr-22370	396	8	https://www.cms.gov/openpayments/about/open-payments-data-incontext.html	https://www.cms.gov/openpayments/about/open-payments-data-incontext.html	PROPN
ihlr-22370	396	9	[	[	X
ihlr-22370	396	10	https://perma.cc/26hf-9hje	https://perma.cc/26hf-9hje	X
ihlr-22370	396	11	]	]	X
ihlr-22370	396	12	(	(	PUNCT
ihlr-22370	396	13	last	last	ADV
ihlr-22370	396	14	modified	modify	VERB
ihlr-22370	396	15	nov	nov	PROPN
ihlr-22370	396	16	.	.	PROPN
ihlr-22370	396	17	28	28	NUM
ihlr-22370	396	18	,	,	PUNCT
ihlr-22370	396	19	2016	2016	NUM
ihlr-22370	396	20	,	,	PUNCT
ihlr-22370	396	21	6:57	6:57	NUM
ihlr-22370	396	22	am	am	NOUN
ihlr-22370	396	23	)	)	PUNCT
ihlr-22370	396	24	(	(	PUNCT
ihlr-22370	396	25	“	"	PUNCT
ihlr-22370	396	26	open	open	ADJ
ihlr-22370	396	27	payments	payment	NOUN
ihlr-22370	396	28	means	mean	VERB
ihlr-22370	396	29	different	different	ADJ
ihlr-22370	396	30	things	thing	NOUN
ihlr-22370	396	31	to	to	ADP
ihlr-22370	396	32	different	different	ADJ
ihlr-22370	396	33	people	people	NOUN
ihlr-22370	396	34	and	and	CCONJ
ihlr-22370	396	35	audiences	audience	NOUN
ihlr-22370	396	36	.	.	PUNCT
ihlr-22370	397	1	for	for	ADP
ihlr-22370	397	2	patients	patient	NOUN
ihlr-22370	397	3	,	,	PUNCT
ihlr-22370	397	4	consumers	consumer	NOUN
ihlr-22370	397	5	,	,	PUNCT
ihlr-22370	397	6	and	and	CCONJ
ihlr-22370	397	7	the	the	DET
ihlr-22370	397	8	public	public	ADJ
ihlr-22370	397	9	,	,	PUNCT
ihlr-22370	397	10	open	open	ADJ
ihlr-22370	397	11	payments	payment	NOUN
ihlr-22370	397	12	can	can	AUX
ihlr-22370	397	13	be	be	AUX
ihlr-22370	397	14	used	use	VERB
ihlr-22370	397	15	to	to	PART
ihlr-22370	397	16	learn	learn	VERB
ihlr-22370	397	17	about	about	ADP
ihlr-22370	397	18	the	the	DET
ihlr-22370	397	19	relationships	relationship	NOUN
ihlr-22370	397	20	between	between	ADP
ihlr-22370	397	21	physicians	physician	NOUN
ihlr-22370	397	22	and	and	CCONJ
ihlr-22370	397	23	applicable	applicable	ADJ
ihlr-22370	397	24	manufacturers	manufacturer	NOUN
ihlr-22370	397	25	and	and	CCONJ
ihlr-22370	397	26	gpos	gpos	NOUN
ihlr-22370	397	27	.	.	PUNCT
ihlr-22370	397	28	.	.	PUNCT
ihlr-22370	397	29	.	.	PUNCT
ihlr-22370	398	1	.	.	PUNCT
ihlr-22370	399	1	for	for	ADP
ihlr-22370	399	2	physicians	physician	NOUN
ihlr-22370	399	3	and	and	CCONJ
ihlr-22370	399	4	teaching	teach	VERB
ihlr-22370	399	5	hospital	hospital	NOUN
ihlr-22370	399	6	representatives	representative	NOUN
ihlr-22370	399	7	,	,	PUNCT
ihlr-22370	399	8	reviewing	review	VERB
ihlr-22370	399	9	the	the	DET
ihlr-22370	399	10	data	datum	NOUN
ihlr-22370	399	11	reported	report	VERB
ihlr-22370	399	12	about	about	ADP
ihlr-22370	399	13	you	you	PRON
ihlr-22370	399	14	in	in	ADP
ihlr-22370	399	15	the	the	DET
ihlr-22370	399	16	open	open	ADJ
ihlr-22370	399	17	payments	payment	NOUN
ihlr-22370	399	18	system	system	NOUN
ihlr-22370	399	19	can	can	AUX
ihlr-22370	399	20	ensure	ensure	VERB
ihlr-22370	399	21	that	that	SCONJ
ihlr-22370	399	22	this	this	DET
ihlr-22370	399	23	information	information	NOUN
ihlr-22370	399	24	is	be	AUX
ihlr-22370	399	25	accurate	accurate	ADJ
ihlr-22370	399	26	.	.	PUNCT
ihlr-22370	400	1	you	you	PRON
ihlr-22370	400	2	can	can	AUX
ihlr-22370	400	3	also	also	ADV
ihlr-22370	400	4	.	.	PUNCT
ihlr-22370	400	5	.	.	PUNCT
ihlr-22370	400	6	.	.	PUNCT
ihlr-22370	401	1	use	use	VERB
ihlr-22370	401	2	the	the	DET
ihlr-22370	401	3	information	information	NOUN
ihlr-22370	401	4	reported	report	VERB
ihlr-22370	401	5	about	about	ADP
ihlr-22370	401	6	you	you	PRON
ihlr-22370	401	7	to	to	PART
ihlr-22370	401	8	plan	plan	VERB
ihlr-22370	401	9	for	for	ADP
ihlr-22370	401	10	questions	question	NOUN
ihlr-22370	401	11	from	from	ADP
ihlr-22370	401	12	patients	patient	NOUN
ihlr-22370	401	13	.	.	PUNCT
ihlr-22370	401	14	”	"	PUNCT
ihlr-22370	401	15	)	)	PUNCT
ihlr-22370	401	16	.	.	PUNCT
ihlr-22370	402	1	60	60	NUM
ihlr-22370	402	2	.	.	PUNCT
ihlr-22370	403	1	zuger	zuger	PROPN
ihlr-22370	403	2	,	,	PUNCT
ihlr-22370	403	3	supra	supra	PROPN
ihlr-22370	403	4	note	note	NOUN
ihlr-22370	403	5	6	6	NUM
ihlr-22370	403	6	,	,	PUNCT
ihlr-22370	403	7	at	at	ADP
ihlr-22370	403	8	1748	1748	NUM
ihlr-22370	403	9	.	.	PUNCT
ihlr-22370	404	1	61	61	NUM
ihlr-22370	404	2	.	.	PUNCT
ihlr-22370	405	1	ctrs	ctrs	PROPN
ihlr-22370	405	2	.	.	PUNCT
ihlr-22370	406	1	for	for	ADP
ihlr-22370	406	2	medicare	medicare	PROPN
ihlr-22370	406	3	&	&	CCONJ
ihlr-22370	406	4	medicaid	medicaid	PROPN
ihlr-22370	406	5	servs	servs	PROPN
ihlr-22370	406	6	.	.	PUNCT
ihlr-22370	406	7	,	,	PUNCT
ihlr-22370	406	8	annual	annual	ADJ
ihlr-22370	406	9	report	report	NOUN
ihlr-22370	406	10	to	to	ADP
ihlr-22370	406	11	congress	congress	PROPN
ihlr-22370	406	12	on	on	ADP
ihlr-22370	406	13	the	the	DET
ihlr-22370	406	14	open	open	ADJ
ihlr-22370	406	15	payments	payment	NOUN
ihlr-22370	406	16	program	program	NOUN
ihlr-22370	406	17	20	20	NUM
ihlr-22370	406	18	(	(	PUNCT
ihlr-22370	406	19	2016	2016	NUM
ihlr-22370	406	20	)	)	PUNCT
ihlr-22370	406	21	.	.	PUNCT
ihlr-22370	407	1	2018	2018	NUM
ihlr-22370	407	2	]	]	PUNCT
ihlr-22370	407	3	financial	financial	ADJ
ihlr-22370	407	4	conflicts	conflict	NOUN
ihlr-22370	407	5	in	in	ADP
ihlr-22370	407	6	the	the	DET
ihlr-22370	407	7	new	new	ADJ
ihlr-22370	407	8	era	era	NOUN
ihlr-22370	407	9	of	of	ADP
ihlr-22370	407	10	sunshine	sunshine	NOUN
ihlr-22370	407	11	81	81	NUM
ihlr-22370	407	12	was	be	AUX
ihlr-22370	407	13	searched	search	VERB
ihlr-22370	407	14	over	over	ADP
ihlr-22370	407	15	6.5	6.5	NUM
ihlr-22370	407	16	million	million	NUM
ihlr-22370	407	17	times	time	NOUN
ihlr-22370	407	18	and	and	CCONJ
ihlr-22370	407	19	data	datum	NOUN
ihlr-22370	407	20	downloaded	download	VERB
ihlr-22370	407	21	close	close	ADV
ihlr-22370	407	22	to	to	PART
ihlr-22370	407	23	50,000	50,000	NUM
ihlr-22370	407	24	times.62	times.62	NOUN
ihlr-22370	407	25	it	it	PRON
ihlr-22370	407	26	is	be	AUX
ihlr-22370	407	27	not	not	PART
ihlr-22370	407	28	clear	clear	ADJ
ihlr-22370	407	29	whether	whether	SCONJ
ihlr-22370	407	30	this	this	DET
ihlr-22370	407	31	volume	volume	NOUN
ihlr-22370	407	32	of	of	ADP
ihlr-22370	407	33	page	page	NOUN
ihlr-22370	407	34	views	view	NOUN
ihlr-22370	407	35	and	and	CCONJ
ihlr-22370	407	36	searches	search	NOUN
ihlr-22370	407	37	was	be	AUX
ihlr-22370	407	38	undertaken	undertake	VERB
ihlr-22370	407	39	primarily	primarily	ADV
ihlr-22370	407	40	by	by	ADP
ihlr-22370	407	41	patients	patient	NOUN
ihlr-22370	407	42	,	,	PUNCT
ihlr-22370	407	43	or	or	CCONJ
ihlr-22370	407	44	by	by	ADP
ihlr-22370	407	45	physicians	physician	NOUN
ihlr-22370	407	46	,	,	PUNCT
ihlr-22370	407	47	companies	company	NOUN
ihlr-22370	407	48	,	,	PUNCT
ihlr-22370	407	49	information	information	NOUN
ihlr-22370	407	50	intermediaries	intermediary	NOUN
ihlr-22370	407	51	,	,	PUNCT
ihlr-22370	407	52	or	or	CCONJ
ihlr-22370	407	53	other	other	ADJ
ihlr-22370	407	54	stakeholders	stakeholder	NOUN
ihlr-22370	407	55	.	.	PUNCT
ihlr-22370	408	1	nonetheless	nonetheless	ADV
ihlr-22370	408	2	,	,	PUNCT
ihlr-22370	408	3	even	even	ADV
ihlr-22370	408	4	if	if	SCONJ
ihlr-22370	408	5	this	this	DET
ihlr-22370	408	6	volume	volume	NOUN
ihlr-22370	408	7	represented	represent	VERB
ihlr-22370	408	8	entirely	entirely	ADV
ihlr-22370	408	9	patient	patient	ADJ
ihlr-22370	408	10	searches	search	NOUN
ihlr-22370	408	11	,	,	PUNCT
ihlr-22370	408	12	it	it	PRON
ihlr-22370	408	13	still	still	ADV
ihlr-22370	408	14	is	be	AUX
ihlr-22370	408	15	a	a	DET
ihlr-22370	408	16	relatively	relatively	ADV
ihlr-22370	408	17	small	small	ADJ
ihlr-22370	408	18	number	number	NOUN
ihlr-22370	408	19	when	when	SCONJ
ihlr-22370	408	20	one	one	NUM
ihlr-22370	408	21	considers	consider	VERB
ihlr-22370	408	22	there	there	PRON
ihlr-22370	408	23	are	be	VERB
ihlr-22370	408	24	over	over	ADP
ihlr-22370	408	25	57	57	NUM
ihlr-22370	408	26	million	million	NUM
ihlr-22370	408	27	patients	patient	NOUN
ihlr-22370	408	28	enrolled	enrol	VERB
ihlr-22370	408	29	in	in	ADP
ihlr-22370	408	30	the	the	DET
ihlr-22370	408	31	medicare	medicare	PROPN
ihlr-22370	408	32	program	program	NOUN
ihlr-22370	408	33	alone	alone	ADV
ihlr-22370	408	34	,	,	PUNCT
ihlr-22370	408	35	and	and	CCONJ
ihlr-22370	408	36	the	the	DET
ihlr-22370	408	37	open63	open63	PROPN
ihlr-22370	408	38	payments	payment	NOUN
ihlr-22370	408	39	database	database	NOUN
ihlr-22370	408	40	covers	cover	VERB
ihlr-22370	408	41	financial	financial	ADJ
ihlr-22370	408	42	relationships	relationship	NOUN
ihlr-22370	408	43	related	relate	VERB
ihlr-22370	408	44	to	to	ADP
ihlr-22370	408	45	products	product	NOUN
ihlr-22370	408	46	covered	cover	VERB
ihlr-22370	408	47	not	not	PART
ihlr-22370	408	48	only	only	ADV
ihlr-22370	408	49	by	by	ADP
ihlr-22370	408	50	medicare	medicare	PROPN
ihlr-22370	408	51	but	but	CCONJ
ihlr-22370	408	52	also	also	ADV
ihlr-22370	408	53	medicaid	medicaid	PROPN
ihlr-22370	408	54	and	and	CCONJ
ihlr-22370	408	55	the	the	DET
ihlr-22370	408	56	children	child	NOUN
ihlr-22370	408	57	’s	’s	PART
ihlr-22370	408	58	health	health	NOUN
ihlr-22370	408	59	insurance	insurance	NOUN
ihlr-22370	408	60	program	program	NOUN
ihlr-22370	408	61	.	.	PUNCT
ihlr-22370	409	1	likewise	likewise	ADV
ihlr-22370	409	2	,	,	PUNCT
ihlr-22370	409	3	physician	physician	NOUN
ihlr-22370	409	4	focus	focus	NOUN
ihlr-22370	409	5	group	group	NOUN
ihlr-22370	409	6	participants	participant	NOUN
ihlr-22370	409	7	indicate	indicate	VERB
ihlr-22370	409	8	that	that	SCONJ
ihlr-22370	409	9	their	their	PRON
ihlr-22370	409	10	patients	patient	NOUN
ihlr-22370	409	11	are	be	AUX
ihlr-22370	409	12	not	not	PART
ihlr-22370	409	13	asking	ask	VERB
ihlr-22370	409	14	about	about	ADP
ihlr-22370	409	15	any	any	DET
ihlr-22370	409	16	information	information	NOUN
ihlr-22370	409	17	appearing	appear	VERB
ihlr-22370	409	18	in	in	ADP
ihlr-22370	409	19	the	the	DET
ihlr-22370	409	20	open	open	ADJ
ihlr-22370	409	21	payments	payment	NOUN
ihlr-22370	409	22	database,64	database,64	PROPN
ihlr-22370	409	23	suggesting	suggest	VERB
ihlr-22370	409	24	limited	limited	ADJ
ihlr-22370	409	25	patient	patient	ADJ
ihlr-22370	409	26	engagement	engagement	NOUN
ihlr-22370	409	27	with	with	ADP
ihlr-22370	409	28	the	the	DET
ihlr-22370	409	29	data	datum	NOUN
ihlr-22370	409	30	.	.	PUNCT
ihlr-22370	410	1	some	some	DET
ihlr-22370	410	2	commentators	commentator	NOUN
ihlr-22370	410	3	are	be	AUX
ihlr-22370	410	4	optimistic	optimistic	ADJ
ihlr-22370	410	5	that	that	SCONJ
ihlr-22370	410	6	over	over	ADP
ihlr-22370	410	7	time	time	NOUN
ihlr-22370	410	8	more	more	ADJ
ihlr-22370	410	9	patients	patient	NOUN
ihlr-22370	410	10	will	will	AUX
ihlr-22370	410	11	interact	interact	VERB
ihlr-22370	410	12	with	with	ADP
ihlr-22370	410	13	the	the	DET
ihlr-22370	410	14	open	open	ADJ
ihlr-22370	410	15	payments	payment	NOUN
ihlr-22370	410	16	database	database	NOUN
ihlr-22370	410	17	as	as	ADP
ihlr-22370	410	18	general	general	ADJ
ihlr-22370	410	19	awareness	awareness	NOUN
ihlr-22370	410	20	of	of	ADP
ihlr-22370	410	21	the	the	DET
ihlr-22370	410	22	sunshine	sunshine	PROPN
ihlr-22370	410	23	act	act	NOUN
ihlr-22370	410	24	increases	increase	NOUN
ihlr-22370	410	25	,	,	PUNCT
ihlr-22370	410	26	but	but	CCONJ
ihlr-22370	410	27	this	this	DET
ihlr-22370	410	28	remains65	remains65	NOUN
ihlr-22370	410	29	to	to	PART
ihlr-22370	410	30	be	be	AUX
ihlr-22370	410	31	seen	see	VERB
ihlr-22370	410	32	.	.	PUNCT
ihlr-22370	411	1	moreover	moreover	ADV
ihlr-22370	411	2	,	,	PUNCT
ihlr-22370	411	3	while	while	SCONJ
ihlr-22370	411	4	patients	patient	NOUN
ihlr-22370	411	5	may	may	AUX
ihlr-22370	411	6	desire	desire	VERB
ihlr-22370	411	7	to	to	PART
ihlr-22370	411	8	learn	learn	VERB
ihlr-22370	411	9	about	about	ADP
ihlr-22370	411	10	financial	financial	ADJ
ihlr-22370	411	11	conflicts	conflict	NOUN
ihlr-22370	411	12	,	,	PUNCT
ihlr-22370	411	13	this	this	PRON
ihlr-22370	411	14	does	do	AUX
ihlr-22370	411	15	not	not	PART
ihlr-22370	411	16	mean	mean	VERB
ihlr-22370	411	17	they	they	PRON
ihlr-22370	411	18	are	be	AUX
ihlr-22370	411	19	prepared	prepared	ADJ
ihlr-22370	411	20	to	to	PART
ihlr-22370	411	21	seek	seek	VERB
ihlr-22370	411	22	out	out	ADP
ihlr-22370	411	23	this	this	DET
ihlr-22370	411	24	information	information	NOUN
ihlr-22370	411	25	themselves	themselves	PRON
ihlr-22370	411	26	.	.	PUNCT
ihlr-22370	412	1	the	the	DET
ihlr-22370	412	2	open	open	ADJ
ihlr-22370	412	3	payments	payment	NOUN
ihlr-22370	412	4	database	database	NOUN
ihlr-22370	412	5	assumes	assume	VERB
ihlr-22370	412	6	patients	patient	NOUN
ihlr-22370	412	7	have	have	VERB
ihlr-22370	412	8	the	the	DET
ihlr-22370	412	9	inclination	inclination	NOUN
ihlr-22370	412	10	to	to	PART
ihlr-22370	412	11	engage	engage	VERB
ihlr-22370	412	12	with	with	ADP
ihlr-22370	412	13	and	and	CCONJ
ihlr-22370	412	14	search	search	VERB
ihlr-22370	412	15	the	the	DET
ihlr-22370	412	16	database	database	NOUN
ihlr-22370	412	17	on	on	ADP
ihlr-22370	412	18	their	their	PRON
ihlr-22370	412	19	own	own	ADJ
ihlr-22370	412	20	and	and	CCONJ
ihlr-22370	412	21	can	can	AUX
ihlr-22370	412	22	ask	ask	VERB
ihlr-22370	412	23	follow	follow	VERB
ihlr-22370	412	24	-	-	PUNCT
ihlr-22370	412	25	up	up	ADP
ihlr-22370	412	26	questions	question	NOUN
ihlr-22370	412	27	to	to	ADP
ihlr-22370	412	28	their	their	PRON
ihlr-22370	412	29	physicians	physician	NOUN
ihlr-22370	412	30	later	later	ADV
ihlr-22370	412	31	.	.	PUNCT
ihlr-22370	413	1	but	but	CCONJ
ihlr-22370	413	2	a	a	DET
ihlr-22370	413	3	recent	recent	ADJ
ihlr-22370	413	4	focus	focus	NOUN
ihlr-22370	413	5	group	group	NOUN
ihlr-22370	413	6	survey	survey	NOUN
ihlr-22370	413	7	indicates	indicate	VERB
ihlr-22370	413	8	that	that	SCONJ
ihlr-22370	413	9	patients	patient	NOUN
ihlr-22370	413	10	have	have	VERB
ihlr-22370	413	11	a	a	DET
ihlr-22370	413	12	strong	strong	ADJ
ihlr-22370	413	13	preference	preference	NOUN
ihlr-22370	413	14	not	not	PART
ihlr-22370	413	15	to	to	PART
ihlr-22370	413	16	learn	learn	VERB
ihlr-22370	413	17	of	of	ADP
ihlr-22370	413	18	financial	financial	ADJ
ihlr-22370	413	19	conflicts	conflict	NOUN
ihlr-22370	413	20	via	via	ADP
ihlr-22370	413	21	searchable	searchable	ADJ
ihlr-22370	413	22	websites	website	NOUN
ihlr-22370	413	23	,	,	PUNCT
ihlr-22370	413	24	and	and	CCONJ
ihlr-22370	413	25	instead	instead	ADV
ihlr-22370	413	26	desire	desire	VERB
ihlr-22370	413	27	live	live	ADJ
ihlr-22370	413	28	discussion	discussion	NOUN
ihlr-22370	413	29	of	of	ADP
ihlr-22370	413	30	the	the	DET
ihlr-22370	413	31	conflict	conflict	NOUN
ihlr-22370	413	32	with	with	ADP
ihlr-22370	413	33	their	their	PRON
ihlr-22370	413	34	physicians	physician	NOUN
ihlr-22370	413	35	during	during	ADP
ihlr-22370	413	36	an	an	DET
ihlr-22370	413	37	office	office	NOUN
ihlr-22370	413	38	visit	visit	NOUN
ihlr-22370	413	39	oriented	orient	VERB
ihlr-22370	413	40	around	around	ADP
ihlr-22370	413	41	the	the	DET
ihlr-22370	413	42	treatment	treatment	NOUN
ihlr-22370	413	43	for	for	ADP
ihlr-22370	413	44	which	which	PRON
ihlr-22370	413	45	the	the	DET
ihlr-22370	413	46	financial	financial	ADJ
ihlr-22370	413	47	relationship	relationship	NOUN
ihlr-22370	413	48	is	be	AUX
ihlr-22370	413	49	relevant	relevant	ADJ
ihlr-22370	413	50	.	.	PUNCT
ihlr-22370	414	1	as	as	SCONJ
ihlr-22370	414	2	the	the	DET
ihlr-22370	414	3	sunshine	sunshine	PROPN
ihlr-22370	414	4	act	act	PROPN
ihlr-22370	414	5	rollout	rollout	NOUN
ihlr-22370	414	6	demonstrates	demonstrate	VERB
ihlr-22370	414	7	,	,	PUNCT
ihlr-22370	414	8	there	there	PRON
ihlr-22370	414	9	is	be	VERB
ihlr-22370	414	10	a	a	DET
ihlr-22370	414	11	key	key	ADJ
ihlr-22370	414	12	distinction	distinction	NOUN
ihlr-22370	414	13	in66	in66	PROPN
ihlr-22370	414	14	disclosure	disclosure	NOUN
ihlr-22370	414	15	programs	program	NOUN
ihlr-22370	414	16	between	between	ADP
ihlr-22370	414	17	making	make	VERB
ihlr-22370	414	18	information	information	NOUN
ihlr-22370	414	19	accessible	accessible	ADJ
ihlr-22370	414	20	to	to	ADP
ihlr-22370	414	21	patients	patient	NOUN
ihlr-22370	414	22	and	and	CCONJ
ihlr-22370	414	23	ensuring	ensure	VERB
ihlr-22370	414	24	that	that	SCONJ
ihlr-22370	414	25	the	the	DET
ihlr-22370	414	26	information	information	NOUN
ihlr-22370	414	27	is	be	AUX
ihlr-22370	414	28	actually	actually	ADV
ihlr-22370	414	29	accessed	access	VERB
ihlr-22370	414	30	by	by	ADP
ihlr-22370	414	31	patients	patient	NOUN
ihlr-22370	414	32	.	.	PUNCT
ihlr-22370	415	1	more	more	ADV
ihlr-22370	415	2	generally	generally	ADV
ihlr-22370	415	3	,	,	PUNCT
ihlr-22370	415	4	financial	financial	ADJ
ihlr-22370	415	5	conflicts	conflict	NOUN
ihlr-22370	415	6	disclosures	disclosure	NOUN
ihlr-22370	415	7	to	to	ADP
ihlr-22370	415	8	patients	patient	NOUN
ihlr-22370	415	9	can	can	AUX
ihlr-22370	415	10	have	have	VERB
ihlr-22370	415	11	limited	limit	VERB
ihlr-22370	415	12	impact	impact	NOUN
ihlr-22370	415	13	or	or	CCONJ
ihlr-22370	415	14	even	even	ADV
ihlr-22370	415	15	counterproductive	counterproductive	ADJ
ihlr-22370	415	16	effects	effect	NOUN
ihlr-22370	415	17	.	.	PUNCT
ihlr-22370	416	1	as	as	SCONJ
ihlr-22370	416	2	noted	note	VERB
ihlr-22370	416	3	previously	previously	ADV
ihlr-22370	416	4	,	,	PUNCT
ihlr-22370	416	5	patients	patient	NOUN
ihlr-22370	416	6	may	may	AUX
ihlr-22370	416	7	not	not	PART
ihlr-22370	416	8	recognize	recognize	VERB
ihlr-22370	416	9	the	the	DET
ihlr-22370	416	10	many	many	ADJ
ihlr-22370	416	11	contextual	contextual	ADJ
ihlr-22370	416	12	factors	factor	NOUN
ihlr-22370	416	13	that	that	PRON
ihlr-22370	416	14	increase	increase	VERB
ihlr-22370	416	15	the	the	DET
ihlr-22370	416	16	risk	risk	NOUN
ihlr-22370	416	17	of	of	ADP
ihlr-22370	416	18	undue	undue	ADJ
ihlr-22370	416	19	influence	influence	NOUN
ihlr-22370	416	20	and	and	CCONJ
ihlr-22370	416	21	bias	bias	NOUN
ihlr-22370	416	22	in	in	ADP
ihlr-22370	416	23	a	a	DET
ihlr-22370	416	24	financial	financial	ADJ
ihlr-22370	416	25	relationship	relationship	NOUN
ihlr-22370	416	26	.	.	PUNCT
ihlr-22370	417	1	instead	instead	ADV
ihlr-22370	417	2	,	,	PUNCT
ihlr-22370	417	3	they	they	PRON
ihlr-22370	417	4	may	may	AUX
ihlr-22370	417	5	react	react	VERB
ihlr-22370	417	6	more	more	ADV
ihlr-22370	417	7	strongly	strongly	ADV
ihlr-22370	417	8	to	to	ADP
ihlr-22370	417	9	information	information	NOUN
ihlr-22370	417	10	about	about	ADP
ihlr-22370	417	11	the	the	DET
ihlr-22370	417	12	dollar	dollar	NOUN
ihlr-22370	417	13	amount	amount	NOUN
ihlr-22370	417	14	of	of	ADP
ihlr-22370	417	15	payment	payment	NOUN
ihlr-22370	417	16	,	,	PUNCT
ihlr-22370	417	17	or	or	CCONJ
ihlr-22370	417	18	how	how	SCONJ
ihlr-22370	417	19	a	a	DET
ihlr-22370	417	20	payment	payment	NOUN
ihlr-22370	417	21	is	be	AUX
ihlr-22370	417	22	categorized	categorize	VERB
ihlr-22370	417	23	,	,	PUNCT
ihlr-22370	417	24	and	and	CCONJ
ihlr-22370	417	25	may	may	AUX
ihlr-22370	417	26	not	not	PART
ihlr-22370	417	27	even	even	ADV
ihlr-22370	417	28	know	know	VERB
ihlr-22370	417	29	what	what	PRON
ihlr-22370	417	30	further	further	ADJ
ihlr-22370	417	31	questions	question	NOUN
ihlr-22370	417	32	to	to	PART
ihlr-22370	417	33	ask	ask	VERB
ihlr-22370	417	34	.	.	PUNCT
ihlr-22370	418	1	other67	other67	PROPN
ihlr-22370	418	2	behavioral	behavioral	ADJ
ihlr-22370	418	3	research	research	NOUN
ihlr-22370	418	4	suggests	suggest	VERB
ihlr-22370	418	5	that	that	SCONJ
ihlr-22370	418	6	disclosure	disclosure	NOUN
ihlr-22370	418	7	can	can	AUX
ihlr-22370	418	8	have	have	VERB
ihlr-22370	418	9	unintended	unintended	ADJ
ihlr-22370	418	10	consequences	consequence	NOUN
ihlr-22370	418	11	for	for	ADP
ihlr-22370	418	12	patients	patient	NOUN
ihlr-22370	418	13	.	.	PUNCT
ihlr-22370	419	1	in	in	ADP
ihlr-22370	419	2	the	the	DET
ihlr-22370	419	3	face	face	NOUN
ihlr-22370	419	4	of	of	ADP
ihlr-22370	419	5	financial	financial	ADJ
ihlr-22370	419	6	conflicts	conflict	NOUN
ihlr-22370	419	7	information	information	NOUN
ihlr-22370	419	8	,	,	PUNCT
ihlr-22370	419	9	patients	patient	NOUN
ihlr-22370	419	10	may	may	AUX
ihlr-22370	419	11	experience	experience	VERB
ihlr-22370	419	12	“	"	PUNCT
ihlr-22370	419	13	insinuation	insinuation	NOUN
ihlr-22370	419	14	anxiety	anxiety	NOUN
ihlr-22370	419	15	”	"	PUNCT
ihlr-22370	419	16	to	to	PART
ihlr-22370	419	17	follow	follow	VERB
ihlr-22370	419	18	the	the	DET
ihlr-22370	419	19	physician	physician	NOUN
ihlr-22370	419	20	’s	’s	PART
ihlr-22370	419	21	recommendation	recommendation	NOUN
ihlr-22370	419	22	,	,	PUNCT
ihlr-22370	419	23	as	as	SCONJ
ihlr-22370	419	24	to	to	PART
ihlr-22370	419	25	not	not	PART
ihlr-22370	419	26	follow	follow	VERB
ihlr-22370	419	27	62	62	NUM
ihlr-22370	419	28	.	.	PUNCT
ihlr-22370	420	1	i	i	PRON
ihlr-22370	420	2	d.	d.	PROPN
ihlr-22370	420	3	63	63	NUM
ihlr-22370	420	4	.	.	PUNCT
ihlr-22370	421	1	medicare	medicare	PROPN
ihlr-22370	421	2	enrollment	enrollment	PROPN
ihlr-22370	421	3	dashboard	dashboard	NOUN
ihlr-22370	421	4	,	,	PUNCT
ihlr-22370	421	5	ctrs	ctrs	PROPN
ihlr-22370	421	6	.	.	PROPN
ihlr-22370	422	1	for	for	ADP
ihlr-22370	422	2	medicare	medicare	PROPN
ihlr-22370	422	3	&	&	CCONJ
ihlr-22370	422	4	medicaid	medicaid	PROPN
ihlr-22370	422	5	servs	servs	PROPN
ihlr-22370	422	6	.	.	PUNCT
ihlr-22370	423	1	(	(	PUNCT
ihlr-22370	423	2	april	april	PROPN
ihlr-22370	423	3	2017	2017	NUM
ihlr-22370	423	4	)	)	PUNCT
ihlr-22370	423	5	,	,	PUNCT
ihlr-22370	423	6	https://www.cms.gov/research-statistics-data-and-systems/statistics-trends-andreports/dashboard/medicare-enrollment/enrollment%20dashboard.html	https://www.cms.gov/research-statistics-data-and-systems/statistics-trends-andreports/dashboard/medicare-enrollment/enrollment%20dashboard.html	VERB
ihlr-22370	424	1	[	[	X
ihlr-22370	424	2	http://perma.cc/7gldr6dy	http://perma.cc/7gldr6dy	NOUN
ihlr-22370	424	3	]	]	PUNCT
ihlr-22370	424	4	.	.	PUNCT
ihlr-22370	425	1	64	64	NUM
ihlr-22370	425	2	.	.	PUNCT
ihlr-22370	426	1	chimonas	chimona	NOUN
ihlr-22370	426	2	et	et	PROPN
ihlr-22370	426	3	al	al	PROPN
ihlr-22370	426	4	.	.	PROPN
ihlr-22370	426	5	,	,	PUNCT
ihlr-22370	426	6	supra	supra	PROPN
ihlr-22370	426	7	note	note	PROPN
ihlr-22370	426	8	41	41	NUM
ihlr-22370	426	9	,	,	PUNCT
ihlr-22370	426	10	at	at	ADP
ihlr-22370	426	11	7	7	NUM
ihlr-22370	426	12	.	.	SYM
ihlr-22370	426	13	65	65	NUM
ihlr-22370	426	14	.	.	PUNCT
ihlr-22370	427	1	see	see	VERB
ihlr-22370	427	2	joseph	joseph	PROPN
ihlr-22370	427	3	s.	s.	PROPN
ihlr-22370	427	4	ross	ross	PROPN
ihlr-22370	427	5	,	,	PUNCT
ihlr-22370	427	6	having	have	VERB
ihlr-22370	427	7	their	their	PRON
ihlr-22370	427	8	cake	cake	NOUN
ihlr-22370	427	9	and	and	CCONJ
ihlr-22370	427	10	eating	eat	VERB
ihlr-22370	427	11	it	it	PRON
ihlr-22370	427	12	too	too	ADV
ihlr-22370	427	13	:	:	PUNCT
ihlr-22370	427	14	physician	physician	NOUN
ihlr-22370	427	15	skepticism	skepticism	NOUN
ihlr-22370	427	16	of	of	ADP
ihlr-22370	427	17	the	the	DET
ihlr-22370	427	18	open	open	ADJ
ihlr-22370	427	19	payments	payment	NOUN
ihlr-22370	427	20	program	program	NOUN
ihlr-22370	427	21	,	,	PUNCT
ihlr-22370	427	22	17	17	NUM
ihlr-22370	427	23	am	am	NOUN
ihlr-22370	427	24	.	.	PUNCT
ihlr-22370	428	1	j.	j.	PROPN
ihlr-22370	428	2	bioethics	bioethics	PROPN
ihlr-22370	428	3	19	19	NUM
ihlr-22370	428	4	,	,	PUNCT
ihlr-22370	428	5	20	20	NUM
ihlr-22370	428	6	(	(	PUNCT
ihlr-22370	428	7	2017	2017	NUM
ihlr-22370	428	8	)	)	PUNCT
ihlr-22370	428	9	.	.	PUNCT
ihlr-22370	429	1	66	66	NUM
ihlr-22370	429	2	.	.	PUNCT
ihlr-22370	430	1	j.	j.	PROPN
ihlr-22370	430	2	michael	michael	PROPN
ihlr-22370	430	3	oaks	oaks	PROPN
ihlr-22370	430	4	et	et	PROPN
ihlr-22370	430	5	al	al	PROPN
ihlr-22370	430	6	.	.	PROPN
ihlr-22370	430	7	,	,	PUNCT
ihlr-22370	430	8	how	how	SCONJ
ihlr-22370	430	9	should	should	AUX
ihlr-22370	430	10	doctors	doctor	NOUN
ihlr-22370	430	11	disclose	disclose	VERB
ihlr-22370	430	12	conflicts	conflict	NOUN
ihlr-22370	430	13	of	of	ADP
ihlr-22370	430	14	interest	interest	NOUN
ihlr-22370	430	15	to	to	ADP
ihlr-22370	430	16	patients	patient	NOUN
ihlr-22370	430	17	;	;	PUNCT
ihlr-22370	430	18	a	a	DET
ihlr-22370	430	19	focus	focus	NOUN
ihlr-22370	430	20	group	group	NOUN
ihlr-22370	430	21	investigation	investigation	NOUN
ihlr-22370	430	22	,	,	PUNCT
ihlr-22370	430	23	98	98	NUM
ihlr-22370	430	24	minn	minn	NOUN
ihlr-22370	430	25	.	.	PUNCT
ihlr-22370	430	26	med	med	PROPN
ihlr-22370	430	27	.	.	PROPN
ihlr-22370	431	1	38	38	NUM
ihlr-22370	431	2	,	,	PUNCT
ihlr-22370	431	3	40–41	40–41	NUM
ihlr-22370	431	4	(	(	PUNCT
ihlr-22370	431	5	2015	2015	NUM
ihlr-22370	431	6	)	)	PUNCT
ihlr-22370	431	7	.	.	PUNCT
ihlr-22370	432	1	67	67	NUM
ihlr-22370	432	2	.	.	PUNCT
ihlr-22370	433	1	see	see	VERB
ihlr-22370	433	2	supra	supra	PROPN
ihlr-22370	433	3	notes	note	VERB
ihlr-22370	433	4	46–55	46–55	NUM
ihlr-22370	433	5	and	and	CCONJ
ihlr-22370	433	6	accompanying	accompany	VERB
ihlr-22370	433	7	text	text	NOUN
ihlr-22370	433	8	.	.	PUNCT
ihlr-22370	434	1	https://doi.org/10.1080/15265161.2017.1313340	https://doi.org/10.1080/15265161.2017.1313340	X
ihlr-22370	435	1	82	82	NUM
ihlr-22370	435	2	indiana	indiana	PROPN
ihlr-22370	435	3	health	health	PROPN
ihlr-22370	435	4	law	law	PROPN
ihlr-22370	435	5	review	review	NOUN
ihlr-22370	435	6	[	[	X
ihlr-22370	435	7	vol	vol	NOUN
ihlr-22370	435	8	.	.	PUNCT
ihlr-22370	436	1	15:67	15:67	NUM
ihlr-22370	436	2	it	it	PRON
ihlr-22370	436	3	would	would	AUX
ihlr-22370	436	4	send	send	VERB
ihlr-22370	436	5	an	an	DET
ihlr-22370	436	6	implied	imply	VERB
ihlr-22370	436	7	message	message	NOUN
ihlr-22370	436	8	that	that	SCONJ
ihlr-22370	436	9	the	the	DET
ihlr-22370	436	10	patient	patient	NOUN
ihlr-22370	436	11	believes	believe	VERB
ihlr-22370	436	12	the	the	DET
ihlr-22370	436	13	physician	physician	NOUN
ihlr-22370	436	14	is	be	AUX
ihlr-22370	436	15	dishonest	dishonest	ADJ
ihlr-22370	436	16	,	,	PUNCT
ihlr-22370	436	17	something	something	PRON
ihlr-22370	436	18	the	the	DET
ihlr-22370	436	19	patient	patient	NOUN
ihlr-22370	436	20	prefers	prefer	VERB
ihlr-22370	436	21	to	to	PART
ihlr-22370	436	22	avoid	avoid	VERB
ihlr-22370	436	23	.	.	PUNCT
ihlr-22370	437	1	also	also	ADV
ihlr-22370	437	2	,	,	PUNCT
ihlr-22370	437	3	perhaps	perhaps	ADV
ihlr-22370	437	4	counter-68	counter-68	PROPN
ihlr-22370	437	5	intuitively	intuitively	ADV
ihlr-22370	437	6	,	,	PUNCT
ihlr-22370	437	7	patients	patient	NOUN
ihlr-22370	437	8	may	may	AUX
ihlr-22370	437	9	become	become	VERB
ihlr-22370	437	10	more	more	ADV
ihlr-22370	437	11	trusting	trusting	ADJ
ihlr-22370	437	12	of	of	ADP
ihlr-22370	437	13	the	the	DET
ihlr-22370	437	14	physician	physician	NOUN
ihlr-22370	437	15	after	after	ADP
ihlr-22370	437	16	a	a	DET
ihlr-22370	437	17	financial	financial	ADJ
ihlr-22370	437	18	conflicts	conflict	NOUN
ihlr-22370	437	19	disclosure	disclosure	NOUN
ihlr-22370	437	20	because	because	SCONJ
ihlr-22370	437	21	the	the	DET
ihlr-22370	437	22	act	act	NOUN
ihlr-22370	437	23	of	of	ADP
ihlr-22370	437	24	disclosure	disclosure	NOUN
ihlr-22370	437	25	may	may	AUX
ihlr-22370	437	26	signal	signal	VERB
ihlr-22370	437	27	the	the	DET
ihlr-22370	437	28	physician	physician	NOUN
ihlr-22370	437	29	’s	’s	PART
ihlr-22370	437	30	candor	candor	NOUN
ihlr-22370	437	31	and	and	CCONJ
ihlr-22370	437	32	openness	openness	NOUN
ihlr-22370	437	33	.	.	PUNCT
ihlr-22370	438	1	even	even	ADV
ihlr-22370	438	2	if	if	SCONJ
ihlr-22370	438	3	a	a	DET
ihlr-22370	438	4	patient	patient	NOUN
ihlr-22370	438	5	might	might	AUX
ihlr-22370	438	6	be	be	AUX
ihlr-22370	438	7	on	on	ADP
ihlr-22370	438	8	guard	guard	NOUN
ihlr-22370	438	9	and	and	CCONJ
ihlr-22370	438	10	want	want	VERB
ihlr-22370	438	11	to	to	PART
ihlr-22370	438	12	discount69	discount69	VERB
ihlr-22370	438	13	a	a	DET
ihlr-22370	438	14	conflicted	conflicted	ADJ
ihlr-22370	438	15	physician	physician	NOUN
ihlr-22370	438	16	’s	’s	PART
ihlr-22370	438	17	recommendation	recommendation	NOUN
ihlr-22370	438	18	,	,	PUNCT
ihlr-22370	438	19	the	the	DET
ihlr-22370	438	20	patient	patient	NOUN
ihlr-22370	438	21	may	may	AUX
ihlr-22370	438	22	be	be	AUX
ihlr-22370	438	23	unsure	unsure	ADJ
ihlr-22370	438	24	how	how	SCONJ
ihlr-22370	438	25	much	much	ADJ
ihlr-22370	438	26	actually	actually	ADV
ihlr-22370	438	27	to	to	PART
ihlr-22370	438	28	discount.70	discount.70	VERB
ihlr-22370	438	29	moreover	moreover	ADV
ihlr-22370	438	30	,	,	PUNCT
ihlr-22370	438	31	a	a	DET
ihlr-22370	438	32	growing	grow	VERB
ihlr-22370	438	33	body	body	NOUN
ihlr-22370	438	34	of	of	ADP
ihlr-22370	438	35	research	research	NOUN
ihlr-22370	438	36	suggests	suggest	VERB
ihlr-22370	438	37	that	that	SCONJ
ihlr-22370	438	38	financial	financial	ADJ
ihlr-22370	438	39	ties	tie	NOUN
ihlr-22370	438	40	disclosures	disclosure	NOUN
ihlr-22370	438	41	have	have	AUX
ihlr-22370	438	42	limited	limit	VERB
ihlr-22370	438	43	sway	sway	NOUN
ihlr-22370	438	44	over	over	ADP
ihlr-22370	438	45	patient	patient	NOUN
ihlr-22370	438	46	/	/	SYM
ihlr-22370	438	47	research	research	NOUN
ihlr-22370	438	48	subject	subject	NOUN
ihlr-22370	438	49	decision	decision	NOUN
ihlr-22370	438	50	-	-	PUNCT
ihlr-22370	438	51	making	making	NOUN
ihlr-22370	438	52	,	,	PUNCT
ihlr-22370	438	53	possibly	possibly	ADV
ihlr-22370	438	54	because	because	SCONJ
ihlr-22370	438	55	they	they	PRON
ihlr-22370	438	56	care	care	VERB
ihlr-22370	438	57	more	more	ADJ
ihlr-22370	438	58	about	about	ADP
ihlr-22370	438	59	other	other	ADJ
ihlr-22370	438	60	factors	factor	NOUN
ihlr-22370	438	61	or	or	CCONJ
ihlr-22370	438	62	may	may	AUX
ihlr-22370	438	63	not	not	PART
ihlr-22370	438	64	appreciate	appreciate	VERB
ihlr-22370	438	65	the	the	DET
ihlr-22370	438	66	true	true	ADJ
ihlr-22370	438	67	risk	risk	NOUN
ihlr-22370	438	68	posed	pose	VERB
ihlr-22370	438	69	by	by	ADP
ihlr-22370	438	70	conflicted	conflicted	ADJ
ihlr-22370	438	71	financial	financial	ADJ
ihlr-22370	438	72	ties	tie	NOUN
ihlr-22370	438	73	.	.	PUNCT
ihlr-22370	439	1	many	many	ADJ
ihlr-22370	439	2	patients	patient	NOUN
ihlr-22370	439	3	and	and	CCONJ
ihlr-22370	439	4	subjects	subject	NOUN
ihlr-22370	439	5	report	report	VERB
ihlr-22370	439	6	that	that	SCONJ
ihlr-22370	439	7	they	they	PRON
ihlr-22370	439	8	would	would	AUX
ihlr-22370	439	9	like	like	VERB
ihlr-22370	439	10	to	to	PART
ihlr-22370	439	11	know	know	VERB
ihlr-22370	439	12	about	about	ADP
ihlr-22370	439	13	financial	financial	ADJ
ihlr-22370	439	14	ties	tie	NOUN
ihlr-22370	439	15	,	,	PUNCT
ihlr-22370	439	16	but	but	CCONJ
ihlr-22370	439	17	far	far	ADV
ihlr-22370	439	18	fewer	few	ADJ
ihlr-22370	439	19	report	report	NOUN
ihlr-22370	439	20	that	that	SCONJ
ihlr-22370	439	21	this	this	DET
ihlr-22370	439	22	information	information	NOUN
ihlr-22370	439	23	would	would	AUX
ihlr-22370	439	24	cause	cause	VERB
ihlr-22370	439	25	them	they	PRON
ihlr-22370	439	26	to	to	PART
ihlr-22370	439	27	change	change	VERB
ihlr-22370	439	28	their	their	PRON
ihlr-22370	439	29	choice	choice	NOUN
ihlr-22370	439	30	of	of	ADP
ihlr-22370	439	31	treatment	treatment	NOUN
ihlr-22370	439	32	or	or	CCONJ
ihlr-22370	439	33	provider	provider	NOUN
ihlr-22370	439	34	.	.	PUNCT
ihlr-22370	440	1	for	for	ADP
ihlr-22370	440	2	example	example	NOUN
ihlr-22370	440	3	,	,	PUNCT
ihlr-22370	440	4	a	a	DET
ihlr-22370	440	5	majority	majority	NOUN
ihlr-22370	440	6	of	of	ADP
ihlr-22370	440	7	research	research	NOUN
ihlr-22370	440	8	subjects	subject	NOUN
ihlr-22370	440	9	consider	consider	VERB
ihlr-22370	440	10	it	it	PRON
ihlr-22370	440	11	acceptable	acceptable	ADJ
ihlr-22370	440	12	for	for	SCONJ
ihlr-22370	440	13	an	an	DET
ihlr-22370	440	14	investigator	investigator	NOUN
ihlr-22370	440	15	to	to	PART
ihlr-22370	440	16	own	own	VERB
ihlr-22370	440	17	stock	stock	NOUN
ihlr-22370	440	18	in	in	ADP
ihlr-22370	440	19	the	the	DET
ihlr-22370	440	20	company	company	NOUN
ihlr-22370	440	21	making	make	VERB
ihlr-22370	440	22	the	the	DET
ihlr-22370	440	23	experimental	experimental	ADJ
ihlr-22370	440	24	drug	drug	NOUN
ihlr-22370	440	25	or	or	CCONJ
ihlr-22370	440	26	to	to	PART
ihlr-22370	440	27	have	have	VERB
ihlr-22370	440	28	a	a	DET
ihlr-22370	440	29	consulting	consulting	NOUN
ihlr-22370	440	30	agreement	agreement	NOUN
ihlr-22370	440	31	with	with	ADP
ihlr-22370	440	32	the	the	DET
ihlr-22370	440	33	company	company	NOUN
ihlr-22370	440	34	sponsoring	sponsor	VERB
ihlr-22370	440	35	the	the	DET
ihlr-22370	440	36	research	research	NOUN
ihlr-22370	440	37	.	.	PUNCT
ihlr-22370	441	1	a	a	DET
ihlr-22370	441	2	survey	survey	NOUN
ihlr-22370	441	3	of	of	ADP
ihlr-22370	441	4	orthopedic71	orthopedic71	NOUN
ihlr-22370	441	5	surgery	surgery	NOUN
ihlr-22370	441	6	patients	patient	NOUN
ihlr-22370	441	7	indicated	indicate	VERB
ihlr-22370	441	8	that	that	SCONJ
ihlr-22370	441	9	a	a	DET
ihlr-22370	441	10	large	large	ADJ
ihlr-22370	441	11	majority	majority	NOUN
ihlr-22370	441	12	of	of	ADP
ihlr-22370	441	13	the	the	DET
ihlr-22370	441	14	patients	patient	NOUN
ihlr-22370	441	15	would	would	AUX
ihlr-22370	441	16	want	want	VERB
ihlr-22370	441	17	to	to	PART
ihlr-22370	441	18	know	know	VERB
ihlr-22370	441	19	if	if	SCONJ
ihlr-22370	441	20	their	their	PRON
ihlr-22370	441	21	doctor	doctor	NOUN
ihlr-22370	441	22	was	be	AUX
ihlr-22370	441	23	involved	involve	VERB
ihlr-22370	441	24	with	with	ADP
ihlr-22370	441	25	industry	industry	NOUN
ihlr-22370	441	26	in	in	ADP
ihlr-22370	441	27	design	design	NOUN
ihlr-22370	441	28	of	of	ADP
ihlr-22370	441	29	a	a	DET
ihlr-22370	441	30	device	device	NOUN
ihlr-22370	441	31	the	the	DET
ihlr-22370	441	32	doctor	doctor	NOUN
ihlr-22370	441	33	was	be	AUX
ihlr-22370	441	34	recommending	recommend	VERB
ihlr-22370	441	35	.	.	PUNCT
ihlr-22370	442	1	at	at	ADP
ihlr-22370	442	2	the	the	DET
ihlr-22370	442	3	same	same	ADJ
ihlr-22370	442	4	time	time	NOUN
ihlr-22370	442	5	,	,	PUNCT
ihlr-22370	442	6	a	a	DET
ihlr-22370	442	7	majority	majority	NOUN
ihlr-22370	442	8	of	of	ADP
ihlr-22370	442	9	the	the	DET
ihlr-22370	442	10	same	same	ADJ
ihlr-22370	442	11	patients	patient	NOUN
ihlr-22370	442	12	were72	were72	VERB
ihlr-22370	442	13	nonetheless	nonetheless	ADV
ihlr-22370	442	14	not	not	PART
ihlr-22370	442	15	bothered	bother	VERB
ihlr-22370	442	16	by	by	ADP
ihlr-22370	442	17	surgeons	surgeon	NOUN
ihlr-22370	442	18	paid	pay	VERB
ihlr-22370	442	19	to	to	PART
ihlr-22370	442	20	act	act	VERB
ihlr-22370	442	21	as	as	ADP
ihlr-22370	442	22	consultants	consultant	NOUN
ihlr-22370	442	23	for	for	ADP
ihlr-22370	442	24	device	device	NOUN
ihlr-22370	442	25	manufacturers	manufacturer	NOUN
ihlr-22370	442	26	in	in	ADP
ihlr-22370	442	27	this	this	DET
ihlr-22370	442	28	manner	manner	NOUN
ihlr-22370	442	29	and	and	CCONJ
ihlr-22370	442	30	an	an	DET
ihlr-22370	442	31	even	even	ADV
ihlr-22370	442	32	larger	large	ADJ
ihlr-22370	442	33	majority	majority	NOUN
ihlr-22370	442	34	of	of	ADP
ihlr-22370	442	35	patients	patient	NOUN
ihlr-22370	442	36	viewed	view	VERB
ihlr-22370	442	37	it	it	PRON
ihlr-22370	442	38	as	as	ADP
ihlr-22370	442	39	beneficial	beneficial	ADJ
ihlr-22370	442	40	if	if	SCONJ
ihlr-22370	442	41	their	their	PRON
ihlr-22370	442	42	doctor	doctor	NOUN
ihlr-22370	442	43	could	could	AUX
ihlr-22370	442	44	provide	provide	VERB
ihlr-22370	442	45	consulting	consulting	NOUN
ihlr-22370	442	46	advice	advice	NOUN
ihlr-22370	442	47	to	to	ADP
ihlr-22370	442	48	device	device	NOUN
ihlr-22370	442	49	manufacturers	manufacturer	NOUN
ihlr-22370	442	50	.	.	PUNCT
ihlr-22370	443	1	a	a	DET
ihlr-22370	443	2	more	more	ADV
ihlr-22370	443	3	systematic	systematic	ADJ
ihlr-22370	443	4	review	review	NOUN
ihlr-22370	443	5	of	of	ADP
ihlr-22370	443	6	several	several	ADJ
ihlr-22370	443	7	previous	previous	ADJ
ihlr-22370	443	8	studies	study	NOUN
ihlr-22370	443	9	and73	and73	ADJ
ihlr-22370	443	10	surveys	survey	NOUN
ihlr-22370	443	11	indicates	indicate	VERB
ihlr-22370	443	12	that	that	SCONJ
ihlr-22370	443	13	while	while	SCONJ
ihlr-22370	443	14	a	a	DET
ihlr-22370	443	15	majority	majority	NOUN
ihlr-22370	443	16	of	of	ADP
ihlr-22370	443	17	patients	patient	NOUN
ihlr-22370	443	18	and	and	CCONJ
ihlr-22370	443	19	subjects	subject	NOUN
ihlr-22370	443	20	say	say	VERB
ihlr-22370	443	21	they	they	PRON
ihlr-22370	443	22	wish	wish	VERB
ihlr-22370	443	23	to	to	PART
ihlr-22370	443	24	know	know	VERB
ihlr-22370	443	25	about	about	ADP
ihlr-22370	443	26	financial	financial	ADJ
ihlr-22370	443	27	ties	tie	NOUN
ihlr-22370	443	28	,	,	PUNCT
ihlr-22370	443	29	only	only	ADV
ihlr-22370	443	30	smaller	small	ADJ
ihlr-22370	443	31	numbers	number	NOUN
ihlr-22370	443	32	indicate	indicate	VERB
ihlr-22370	443	33	that	that	SCONJ
ihlr-22370	443	34	this	this	DET
ihlr-22370	443	35	information	information	NOUN
ihlr-22370	443	36	would	would	AUX
ihlr-22370	443	37	affect	affect	VERB
ihlr-22370	443	38	their	their	PRON
ihlr-22370	443	39	decision	decision	NOUN
ihlr-22370	443	40	-	-	PUNCT
ihlr-22370	443	41	making	making	NOUN
ihlr-22370	443	42	about	about	ADP
ihlr-22370	443	43	the	the	DET
ihlr-22370	443	44	type	type	NOUN
ihlr-22370	443	45	of	of	ADP
ihlr-22370	443	46	clinical	clinical	ADJ
ihlr-22370	443	47	care	care	NOUN
ihlr-22370	443	48	to	to	PART
ihlr-22370	443	49	receive	receive	VERB
ihlr-22370	443	50	or	or	CCONJ
ihlr-22370	443	51	whether	whether	SCONJ
ihlr-22370	443	52	to	to	PART
ihlr-22370	443	53	participate	participate	VERB
ihlr-22370	443	54	in	in	ADP
ihlr-22370	443	55	research.74	research.74	ADJ
ihlr-22370	443	56	finally	finally	ADV
ihlr-22370	443	57	,	,	PUNCT
ihlr-22370	443	58	patients	patient	NOUN
ihlr-22370	443	59	may	may	AUX
ihlr-22370	443	60	not	not	PART
ihlr-22370	443	61	be	be	AUX
ihlr-22370	443	62	in	in	ADP
ihlr-22370	443	63	a	a	DET
ihlr-22370	443	64	position	position	NOUN
ihlr-22370	443	65	to	to	PART
ihlr-22370	443	66	act	act	VERB
ihlr-22370	443	67	on	on	ADP
ihlr-22370	443	68	their	their	PRON
ihlr-22370	443	69	concerns	concern	NOUN
ihlr-22370	443	70	about	about	ADP
ihlr-22370	443	71	financial	financial	ADJ
ihlr-22370	443	72	conflicts	conflict	NOUN
ihlr-22370	443	73	.	.	PUNCT
ihlr-22370	444	1	they	they	PRON
ihlr-22370	444	2	may	may	AUX
ihlr-22370	444	3	have	have	VERB
ihlr-22370	444	4	insurance	insurance	NOUN
ihlr-22370	444	5	coverage	coverage	NOUN
ihlr-22370	444	6	with	with	ADP
ihlr-22370	444	7	limited	limited	ADJ
ihlr-22370	444	8	provider	provider	NOUN
ihlr-22370	444	9	networks	network	NOUN
ihlr-22370	444	10	,	,	PUNCT
ihlr-22370	444	11	where	where	SCONJ
ihlr-22370	444	12	changing	change	VERB
ihlr-22370	444	13	physicians	physician	NOUN
ihlr-22370	444	14	is	be	AUX
ihlr-22370	444	15	not	not	PART
ihlr-22370	444	16	always	always	ADV
ihlr-22370	444	17	readily	readily	ADV
ihlr-22370	444	18	feasible	feasible	ADJ
ihlr-22370	444	19	.	.	PUNCT
ihlr-22370	445	1	there	there	PRON
ihlr-22370	445	2	may	may	AUX
ihlr-22370	445	3	also	also	ADV
ihlr-22370	445	4	be	be	AUX
ihlr-22370	445	5	a	a	DET
ihlr-22370	445	6	limited	limited	ADJ
ihlr-22370	445	7	number	number	NOUN
ihlr-22370	445	8	of	of	ADP
ihlr-22370	445	9	available	available	ADJ
ihlr-22370	445	10	physicians	physician	NOUN
ihlr-22370	445	11	in	in	ADP
ihlr-22370	445	12	the	the	DET
ihlr-22370	445	13	area	area	NOUN
ihlr-22370	445	14	who	who	PRON
ihlr-22370	445	15	do	do	AUX
ihlr-22370	445	16	not	not	PART
ihlr-22370	445	17	have	have	VERB
ihlr-22370	445	18	the	the	DET
ihlr-22370	445	19	68	68	NUM
ihlr-22370	445	20	.	.	PUNCT
ihlr-22370	446	1	george	george	PROPN
ihlr-22370	446	2	loewenstein	loewenstein	PROPN
ihlr-22370	446	3	et	et	PROPN
ihlr-22370	446	4	al	al	PROPN
ihlr-22370	446	5	.	.	PROPN
ihlr-22370	446	6	,	,	PUNCT
ihlr-22370	446	7	the	the	DET
ihlr-22370	446	8	unintended	unintended	ADJ
ihlr-22370	446	9	consequences	consequence	NOUN
ihlr-22370	446	10	of	of	ADP
ihlr-22370	446	11	conflict	conflict	NOUN
ihlr-22370	446	12	of	of	ADP
ihlr-22370	446	13	interest	interest	NOUN
ihlr-22370	446	14	disclosure	disclosure	NOUN
ihlr-22370	446	15	,	,	PUNCT
ihlr-22370	446	16	307	307	NUM
ihlr-22370	446	17	jama	jama	NOUN
ihlr-22370	446	18	669	669	NUM
ihlr-22370	446	19	,	,	PUNCT
ihlr-22370	446	20	669–70	669–70	PROPN
ihlr-22370	446	21	(	(	PUNCT
ihlr-22370	446	22	2012	2012	NUM
ihlr-22370	446	23	)	)	PUNCT
ihlr-22370	446	24	.	.	PUNCT
ihlr-22370	447	1	69	69	NUM
ihlr-22370	447	2	.	.	PUNCT
ihlr-22370	448	1	george	george	PROPN
ihlr-22370	448	2	loewenstein	loewenstein	PROPN
ihlr-22370	448	3	et	et	PROPN
ihlr-22370	448	4	al	al	PROPN
ihlr-22370	448	5	.	.	PROPN
ihlr-22370	448	6	,	,	PUNCT
ihlr-22370	448	7	the	the	DET
ihlr-22370	448	8	limits	limit	NOUN
ihlr-22370	448	9	of	of	ADP
ihlr-22370	448	10	transparency	transparency	NOUN
ihlr-22370	448	11	:	:	PUNCT
ihlr-22370	448	12	pitfalls	pitfall	NOUN
ihlr-22370	448	13	and	and	CCONJ
ihlr-22370	448	14	potential	potential	NOUN
ihlr-22370	448	15	of	of	ADP
ihlr-22370	448	16	disclosing	disclose	VERB
ihlr-22370	448	17	conflicts	conflict	NOUN
ihlr-22370	448	18	of	of	ADP
ihlr-22370	448	19	interest	interest	NOUN
ihlr-22370	448	20	,	,	PUNCT
ihlr-22370	448	21	101	101	NUM
ihlr-22370	448	22	am	am	NOUN
ihlr-22370	448	23	.	.	PUNCT
ihlr-22370	449	1	econ	econ	PROPN
ihlr-22370	449	2	.	.	PUNCT
ihlr-22370	450	1	rev	rev	PROPN
ihlr-22370	450	2	.	.	PROPN
ihlr-22370	450	3	423	423	NUM
ihlr-22370	450	4	,	,	PUNCT
ihlr-22370	450	5	424	424	NUM
ihlr-22370	450	6	(	(	PUNCT
ihlr-22370	450	7	2011	2011	NUM
ihlr-22370	450	8	)	)	PUNCT
ihlr-22370	450	9	.	.	PUNCT
ihlr-22370	451	1	70	70	X
ihlr-22370	451	2	.	.	PUNCT
ihlr-22370	452	1	i	i	PRON
ihlr-22370	452	2	d.	d.	PROPN
ihlr-22370	452	3	at	at	ADP
ihlr-22370	452	4	424	424	NUM
ihlr-22370	452	5	.	.	PUNCT
ihlr-22370	452	6	71	71	NUM
ihlr-22370	452	7	.	.	PUNCT
ihlr-22370	453	1	lindsay	lindsay	PROPN
ihlr-22370	453	2	a.	a.	PROPN
ihlr-22370	453	3	hampson	hampson	PROPN
ihlr-22370	453	4	et	et	PROPN
ihlr-22370	453	5	al	al	PROPN
ihlr-22370	453	6	.	.	PROPN
ihlr-22370	453	7	,	,	PUNCT
ihlr-22370	453	8	patients	patient	NOUN
ihlr-22370	453	9	’	'	PUNCT
ihlr-22370	453	10	views	view	NOUN
ihlr-22370	453	11	on	on	ADP
ihlr-22370	453	12	financial	financial	ADJ
ihlr-22370	453	13	conflicts	conflict	NOUN
ihlr-22370	453	14	of	of	ADP
ihlr-22370	453	15	interest	interest	NOUN
ihlr-22370	453	16	in	in	ADP
ihlr-22370	453	17	cancer	cancer	NOUN
ihlr-22370	453	18	research	research	NOUN
ihlr-22370	453	19	trials	trial	NOUN
ihlr-22370	453	20	,	,	PUNCT
ihlr-22370	453	21	355	355	NUM
ihlr-22370	453	22	new	new	ADJ
ihlr-22370	453	23	eng	eng	PROPN
ihlr-22370	453	24	.	.	PUNCT
ihlr-22370	453	25	j.	j.	PROPN
ihlr-22370	453	26	med	med	PROPN
ihlr-22370	453	27	.	.	PROPN
ihlr-22370	454	1	2330	2330	NUM
ihlr-22370	454	2	,	,	PUNCT
ihlr-22370	454	3	2330	2330	NUM
ihlr-22370	454	4	(	(	PUNCT
ihlr-22370	454	5	2006	2006	NUM
ihlr-22370	454	6	)	)	PUNCT
ihlr-22370	454	7	.	.	PUNCT
ihlr-22370	455	1	72	72	NUM
ihlr-22370	455	2	.	.	PUNCT
ihlr-22370	456	1	m.h	m.h	PROPN
ihlr-22370	456	2	.	.	PROPN
ihlr-22370	456	3	khan	khan	PROPN
ihlr-22370	456	4	et	et	PROPN
ihlr-22370	456	5	al	al	PROPN
ihlr-22370	456	6	.	.	PROPN
ihlr-22370	456	7	,	,	PUNCT
ihlr-22370	456	8	the	the	DET
ihlr-22370	456	9	surgeon	surgeon	NOUN
ihlr-22370	456	10	as	as	ADP
ihlr-22370	456	11	consultant	consultant	NOUN
ihlr-22370	456	12	for	for	ADP
ihlr-22370	456	13	medical	medical	ADJ
ihlr-22370	456	14	device	device	NOUN
ihlr-22370	456	15	manufacturers	manufacturer	NOUN
ihlr-22370	456	16	:	:	PUNCT
ihlr-22370	456	17	what	what	PRON
ihlr-22370	456	18	do	do	AUX
ihlr-22370	456	19	our	our	PRON
ihlr-22370	456	20	patients	patient	NOUN
ihlr-22370	456	21	think	think	VERB
ihlr-22370	456	22	?	?	PUNCT
ihlr-22370	456	23	,	,	PUNCT
ihlr-22370	456	24	32	32	NUM
ihlr-22370	456	25	spine	spine	NOUN
ihlr-22370	456	26	2616	2616	NUM
ihlr-22370	456	27	,	,	PUNCT
ihlr-22370	456	28	2617	2617	NUM
ihlr-22370	456	29	(	(	PUNCT
ihlr-22370	456	30	2007	2007	NUM
ihlr-22370	456	31	)	)	PUNCT
ihlr-22370	456	32	.	.	PUNCT
ihlr-22370	457	1	73	73	NUM
ihlr-22370	457	2	.	.	PUNCT
ihlr-22370	458	1	i	i	PRON
ihlr-22370	458	2	d.	d.	PROPN
ihlr-22370	458	3	at	at	ADP
ihlr-22370	458	4	2619	2619	NUM
ihlr-22370	458	5	.	.	PUNCT
ihlr-22370	459	1	74	74	NUM
ihlr-22370	459	2	.	.	PUNCT
ihlr-22370	459	3	licures	licure	VERB
ihlr-22370	459	4	et	et	PROPN
ihlr-22370	459	5	al	al	PROPN
ihlr-22370	459	6	.	.	PROPN
ihlr-22370	459	7	,	,	PUNCT
ihlr-22370	459	8	supra	supra	PROPN
ihlr-22370	459	9	note	note	PROPN
ihlr-22370	459	10	55	55	NUM
ihlr-22370	459	11	,	,	PUNCT
ihlr-22370	459	12	at	at	ADP
ihlr-22370	459	13	675	675	NUM
ihlr-22370	459	14	;	;	PUNCT
ihlr-22370	459	15	see	see	AUX
ihlr-22370	459	16	also	also	ADV
ihlr-22370	459	17	christine	christine	PROPN
ihlr-22370	459	18	grady	grady	PROPN
ihlr-22370	459	19	et	et	PROPN
ihlr-22370	459	20	al	al	PROPN
ihlr-22370	459	21	.	.	PROPN
ihlr-22370	459	22	,	,	PUNCT
ihlr-22370	459	23	the	the	DET
ihlr-22370	459	24	limits	limit	NOUN
ihlr-22370	459	25	of	of	ADP
ihlr-22370	459	26	disclosure	disclosure	NOUN
ihlr-22370	459	27	:	:	PUNCT
ihlr-22370	459	28	what	what	PRON
ihlr-22370	459	29	research	research	NOUN
ihlr-22370	459	30	subjects	subject	NOUN
ihlr-22370	459	31	want	want	VERB
ihlr-22370	459	32	to	to	PART
ihlr-22370	459	33	know	know	VERB
ihlr-22370	459	34	about	about	ADP
ihlr-22370	459	35	investigator	investigator	NOUN
ihlr-22370	459	36	financial	financial	ADJ
ihlr-22370	459	37	interests	interest	NOUN
ihlr-22370	459	38	,	,	PUNCT
ihlr-22370	459	39	34	34	NUM
ihlr-22370	459	40	j.	j.	PROPN
ihlr-22370	459	41	l.	l.	PROPN
ihlr-22370	459	42	med	med	PROPN
ihlr-22370	459	43	.	.	PROPN
ihlr-22370	459	44	&	&	CCONJ
ihlr-22370	459	45	ethics	ethic	NOUN
ihlr-22370	459	46	592	592	NUM
ihlr-22370	459	47	(	(	PUNCT
ihlr-22370	459	48	2006	2006	NUM
ihlr-22370	459	49	)	)	PUNCT
ihlr-22370	459	50	;	;	PUNCT
ihlr-22370	459	51	kevin	kevin	PROPN
ihlr-22370	459	52	p.	p.	PROPN
ihlr-22370	459	53	weinfurt	weinfurt	PROPN
ihlr-22370	460	1	et	et	PROPN
ihlr-22370	460	2	al	al	PROPN
ihlr-22370	460	3	.	.	PROPN
ihlr-22370	460	4	,	,	PUNCT
ihlr-22370	460	5	effects	effect	NOUN
ihlr-22370	460	6	of	of	ADP
ihlr-22370	460	7	disclosing	disclose	VERB
ihlr-22370	460	8	financial	financial	ADJ
ihlr-22370	460	9	interests	interest	NOUN
ihlr-22370	460	10	on	on	ADP
ihlr-22370	460	11	attitudes	attitude	NOUN
ihlr-22370	460	12	toward	toward	ADP
ihlr-22370	460	13	clinical	clinical	ADJ
ihlr-22370	460	14	research	research	NOUN
ihlr-22370	460	15	,	,	PUNCT
ihlr-22370	460	16	23	23	NUM
ihlr-22370	460	17	j.	j.	PROPN
ihlr-22370	460	18	gen	gen	PROPN
ihlr-22370	460	19	.	.	PROPN
ihlr-22370	460	20	internal	internal	PROPN
ihlr-22370	460	21	med	med	PROPN
ihlr-22370	460	22	.	.	PUNCT
ihlr-22370	461	1	860	860	NUM
ihlr-22370	461	2	(	(	PUNCT
ihlr-22370	461	3	2008	2008	NUM
ihlr-22370	461	4	)	)	PUNCT
ihlr-22370	461	5	.	.	PUNCT
ihlr-22370	462	1	https://doi.org/10.1001/jama.2012.154	https://doi.org/10.1001/jama.2012.154	NOUN
ihlr-22370	462	2	https://doi.org/10.1257/aer.101.3.423	https://doi.org/10.1257/aer.101.3.423	NOUN
ihlr-22370	462	3	https://doi.org/10.1056/nejmsa064160	https://doi.org/10.1056/nejmsa064160	NOUN
ihlr-22370	462	4	https://doi.org/10.1097/brs.0b013e318158cc3a	https://doi.org/10.1097/brs.0b013e318158cc3a	PROPN
ihlr-22370	462	5	https://doi.org/10.1111/j.1748-720x.2006.00073.x	https://doi.org/10.1111/j.1748-720x.2006.00073.x	PROPN
ihlr-22370	462	6	https://doi.org/10.1007/s11606-008-0590-4	https://doi.org/10.1007/s11606-008-0590-4	NUM
ihlr-22370	462	7	2018	2018	NUM
ihlr-22370	462	8	]	]	PUNCT
ihlr-22370	462	9	financial	financial	ADJ
ihlr-22370	462	10	conflicts	conflict	NOUN
ihlr-22370	462	11	in	in	ADP
ihlr-22370	462	12	the	the	DET
ihlr-22370	462	13	new	new	ADJ
ihlr-22370	462	14	era	era	NOUN
ihlr-22370	462	15	of	of	ADP
ihlr-22370	462	16	sunshine	sunshine	NOUN
ihlr-22370	462	17	83	83	NUM
ihlr-22370	462	18	same	same	ADJ
ihlr-22370	462	19	financial	financial	ADJ
ihlr-22370	462	20	relationships	relationship	NOUN
ihlr-22370	462	21	the	the	DET
ihlr-22370	462	22	patient	patient	NOUN
ihlr-22370	462	23	deems	deem	VERB
ihlr-22370	462	24	concerning	concern	VERB
ihlr-22370	462	25	.	.	PUNCT
ihlr-22370	463	1	2	2	X
ihlr-22370	463	2	.	.	X
ihlr-22370	463	3	physicians	physician	NOUN
ihlr-22370	463	4	physicians	physician	NOUN
ihlr-22370	463	5	would	would	AUX
ihlr-22370	463	6	seem	seem	VERB
ihlr-22370	463	7	a	a	DET
ihlr-22370	463	8	better	well	ADJ
ihlr-22370	463	9	audience	audience	NOUN
ihlr-22370	463	10	than	than	ADP
ihlr-22370	463	11	patients	patient	NOUN
ihlr-22370	463	12	for	for	ADP
ihlr-22370	463	13	making	make	VERB
ihlr-22370	463	14	productive	productive	ADJ
ihlr-22370	463	15	use	use	NOUN
ihlr-22370	463	16	of	of	ADP
ihlr-22370	463	17	sunshine	sunshine	PROPN
ihlr-22370	463	18	act	act	PROPN
ihlr-22370	463	19	data	data	PROPN
ihlr-22370	463	20	.	.	PUNCT
ihlr-22370	464	1	faced	face	VERB
ihlr-22370	464	2	with	with	ADP
ihlr-22370	464	3	public	public	ADJ
ihlr-22370	464	4	disclosure	disclosure	NOUN
ihlr-22370	464	5	of	of	ADP
ihlr-22370	464	6	their	their	PRON
ihlr-22370	464	7	financial	financial	ADJ
ihlr-22370	464	8	ties	tie	NOUN
ihlr-22370	464	9	with	with	ADP
ihlr-22370	464	10	industry	industry	NOUN
ihlr-22370	464	11	,	,	PUNCT
ihlr-22370	464	12	physicians	physician	NOUN
ihlr-22370	464	13	may	may	AUX
ihlr-22370	464	14	more	more	ADV
ihlr-22370	464	15	carefully	carefully	ADV
ihlr-22370	464	16	self	self	NOUN
ihlr-22370	464	17	-	-	PUNCT
ihlr-22370	464	18	scrutinize	scrutinize	VERB
ihlr-22370	464	19	such	such	ADJ
ihlr-22370	464	20	relationships	relationship	NOUN
ihlr-22370	464	21	.	.	PUNCT
ihlr-22370	465	1	sunshine	sunshine	PROPN
ihlr-22370	465	2	act	act	PROPN
ihlr-22370	465	3	disclosures	disclosure	NOUN
ihlr-22370	465	4	could	could	AUX
ihlr-22370	465	5	pressure	pressure	VERB
ihlr-22370	465	6	physicians	physician	NOUN
ihlr-22370	465	7	to	to	PART
ihlr-22370	465	8	decline	decline	VERB
ihlr-22370	465	9	certain	certain	ADJ
ihlr-22370	465	10	questionable	questionable	ADJ
ihlr-22370	465	11	payments	payment	NOUN
ihlr-22370	465	12	.	.	PUNCT
ihlr-22370	466	1	physicians	physician	NOUN
ihlr-22370	466	2	can	can	AUX
ihlr-22370	466	3	also	also	ADV
ihlr-22370	466	4	perform	perform	VERB
ihlr-22370	466	5	the	the	DET
ihlr-22370	466	6	traditional	traditional	ADJ
ihlr-22370	466	7	role	role	NOUN
ihlr-22370	466	8	of	of	ADP
ihlr-22370	466	9	learned	learn	VERB
ihlr-22370	466	10	intermediary	intermediary	NOUN
ihlr-22370	466	11	for	for	ADP
ihlr-22370	466	12	their	their	PRON
ihlr-22370	466	13	patients	patient	NOUN
ihlr-22370	466	14	,	,	PUNCT
ihlr-22370	466	15	as	as	SCONJ
ihlr-22370	466	16	they	they	PRON
ihlr-22370	466	17	are	be	AUX
ihlr-22370	466	18	in	in	ADP
ihlr-22370	466	19	a	a	DET
ihlr-22370	466	20	position	position	NOUN
ihlr-22370	466	21	to	to	PART
ihlr-22370	466	22	evaluate	evaluate	VERB
ihlr-22370	466	23	other	other	ADJ
ihlr-22370	466	24	physicians	physician	NOUN
ihlr-22370	466	25	’	'	PUNCT
ihlr-22370	466	26	reported	report	VERB
ihlr-22370	466	27	financial	financial	ADJ
ihlr-22370	466	28	relationships	relationship	NOUN
ihlr-22370	466	29	.	.	PUNCT
ihlr-22370	467	1	for	for	ADP
ihlr-22370	467	2	example	example	NOUN
ihlr-22370	467	3	,	,	PUNCT
ihlr-22370	467	4	a	a	DET
ihlr-22370	467	5	physician	physician	NOUN
ihlr-22370	467	6	may	may	AUX
ihlr-22370	467	7	be	be	AUX
ihlr-22370	467	8	inclined	incline	VERB
ihlr-22370	467	9	to	to	PART
ihlr-22370	467	10	view	view	VERB
ihlr-22370	467	11	more	more	ADV
ihlr-22370	467	12	critically	critically	ADV
ihlr-22370	467	13	the	the	DET
ihlr-22370	467	14	favorable	favorable	ADJ
ihlr-22370	467	15	research	research	NOUN
ihlr-22370	467	16	results	result	NOUN
ihlr-22370	467	17	reported	report	VERB
ihlr-22370	467	18	out	out	ADP
ihlr-22370	467	19	of	of	ADP
ihlr-22370	467	20	a	a	DET
ihlr-22370	467	21	study	study	NOUN
ihlr-22370	467	22	where	where	SCONJ
ihlr-22370	467	23	the	the	DET
ihlr-22370	467	24	physician	physician	NOUN
ihlr-22370	467	25	-	-	PUNCT
ihlr-22370	467	26	investigators	investigator	NOUN
ihlr-22370	467	27	had	have	AUX
ihlr-22370	467	28	publicly	publicly	ADV
ihlr-22370	467	29	disclosed	disclose	VERB
ihlr-22370	467	30	financial	financial	ADJ
ihlr-22370	467	31	ties	tie	NOUN
ihlr-22370	467	32	to	to	ADP
ihlr-22370	467	33	the	the	DET
ihlr-22370	467	34	industry	industry	NOUN
ihlr-22370	467	35	sponsor	sponsor	NOUN
ihlr-22370	467	36	.	.	PUNCT
ihlr-22370	468	1	as	as	ADP
ihlr-22370	468	2	a	a	DET
ihlr-22370	468	3	result	result	NOUN
ihlr-22370	468	4	,	,	PUNCT
ihlr-22370	468	5	the	the	DET
ihlr-22370	468	6	physician	physician	NOUN
ihlr-22370	468	7	can	can	AUX
ihlr-22370	468	8	change	change	VERB
ihlr-22370	468	9	her	her	PRON
ihlr-22370	468	10	clinical	clinical	ADJ
ihlr-22370	468	11	recommendations	recommendation	NOUN
ihlr-22370	468	12	to	to	ADP
ihlr-22370	468	13	patients	patient	NOUN
ihlr-22370	468	14	about	about	ADP
ihlr-22370	468	15	the	the	DET
ihlr-22370	468	16	underlying	underlie	VERB
ihlr-22370	468	17	study	study	NOUN
ihlr-22370	468	18	drug	drug	NOUN
ihlr-22370	468	19	or	or	CCONJ
ihlr-22370	468	20	device	device	NOUN
ihlr-22370	468	21	.	.	PUNCT
ihlr-22370	469	1	but	but	CCONJ
ihlr-22370	469	2	it	it	PRON
ihlr-22370	469	3	remains	remain	VERB
ihlr-22370	469	4	to	to	PART
ihlr-22370	469	5	be	be	AUX
ihlr-22370	469	6	seen	see	VERB
ihlr-22370	469	7	whether	whether	SCONJ
ihlr-22370	469	8	transparency	transparency	NOUN
ihlr-22370	469	9	really	really	ADV
ihlr-22370	469	10	impacts	impact	VERB
ihlr-22370	469	11	physician	physician	NOUN
ihlr-22370	469	12	behavior	behavior	NOUN
ihlr-22370	469	13	in	in	ADP
ihlr-22370	469	14	this	this	DET
ihlr-22370	469	15	way	way	NOUN
ihlr-22370	469	16	.	.	PUNCT
ihlr-22370	470	1	according	accord	VERB
ihlr-22370	470	2	to	to	ADP
ihlr-22370	470	3	a	a	DET
ihlr-22370	470	4	market	market	NOUN
ihlr-22370	470	5	research	research	NOUN
ihlr-22370	470	6	survey	survey	NOUN
ihlr-22370	470	7	conducted	conduct	VERB
ihlr-22370	470	8	early	early	ADV
ihlr-22370	470	9	in	in	ADP
ihlr-22370	470	10	the	the	DET
ihlr-22370	470	11	sunshine	sunshine	PROPN
ihlr-22370	470	12	act	act	PROPN
ihlr-22370	470	13	rollout	rollout	PROPN
ihlr-22370	470	14	,	,	PUNCT
ihlr-22370	470	15	only	only	ADV
ihlr-22370	470	16	21	21	NUM
ihlr-22370	470	17	%	%	NOUN
ihlr-22370	470	18	of	of	ADP
ihlr-22370	470	19	physicians	physician	NOUN
ihlr-22370	470	20	reported	report	VERB
ihlr-22370	470	21	that	that	SCONJ
ihlr-22370	470	22	their	their	PRON
ihlr-22370	470	23	activities	activity	NOUN
ihlr-22370	470	24	with	with	ADP
ihlr-22370	470	25	industry	industry	NOUN
ihlr-22370	470	26	had	have	AUX
ihlr-22370	470	27	decreased	decrease	VERB
ihlr-22370	470	28	.	.	PUNCT
ihlr-22370	471	1	a	a	DET
ihlr-22370	471	2	more	more	ADV
ihlr-22370	471	3	recent	recent	ADJ
ihlr-22370	471	4	focus	focus	NOUN
ihlr-22370	471	5	group	group	NOUN
ihlr-22370	471	6	study	study	NOUN
ihlr-22370	471	7	found	find	VERB
ihlr-22370	471	8	that	that	DET
ihlr-22370	471	9	many75	many75	NOUN
ihlr-22370	471	10	of	of	ADP
ihlr-22370	471	11	the	the	DET
ihlr-22370	471	12	participating	participate	VERB
ihlr-22370	471	13	physicians	physician	NOUN
ihlr-22370	471	14	were	be	AUX
ihlr-22370	471	15	unfamiliar	unfamiliar	ADJ
ihlr-22370	471	16	with	with	ADP
ihlr-22370	471	17	key	key	ADJ
ihlr-22370	471	18	details	detail	NOUN
ihlr-22370	471	19	of	of	ADP
ihlr-22370	471	20	the	the	DET
ihlr-22370	471	21	sunshine	sunshine	PROPN
ihlr-22370	471	22	act	act	NOUN
ihlr-22370	471	23	and	and	CCONJ
ihlr-22370	471	24	had	have	VERB
ihlr-22370	471	25	only	only	ADV
ihlr-22370	471	26	limited	limit	VERB
ihlr-22370	471	27	interactions	interaction	NOUN
ihlr-22370	471	28	with	with	ADP
ihlr-22370	471	29	the	the	DET
ihlr-22370	471	30	open	open	ADJ
ihlr-22370	471	31	payments	payment	NOUN
ihlr-22370	471	32	database	database	NOUN
ihlr-22370	471	33	.	.	PUNCT
ihlr-22370	472	1	this76	this76	PROPN
ihlr-22370	472	2	disengagement	disengagement	NOUN
ihlr-22370	472	3	may	may	AUX
ihlr-22370	472	4	reflect	reflect	VERB
ihlr-22370	472	5	the	the	DET
ihlr-22370	472	6	additionally	additionally	ADV
ihlr-22370	472	7	expressed	express	VERB
ihlr-22370	472	8	views	view	NOUN
ihlr-22370	472	9	of	of	ADP
ihlr-22370	472	10	a	a	DET
ihlr-22370	472	11	fair	fair	ADJ
ihlr-22370	472	12	number	number	NOUN
ihlr-22370	472	13	of	of	ADP
ihlr-22370	472	14	the	the	DET
ihlr-22370	472	15	physicians	physician	NOUN
ihlr-22370	472	16	,	,	PUNCT
ihlr-22370	472	17	however	however	ADV
ihlr-22370	472	18	accurate	accurate	ADJ
ihlr-22370	472	19	or	or	CCONJ
ihlr-22370	472	20	not	not	PART
ihlr-22370	472	21	,	,	PUNCT
ihlr-22370	472	22	that	that	DET
ihlr-22370	472	23	disclosures	disclosure	NOUN
ihlr-22370	472	24	would	would	AUX
ihlr-22370	472	25	mislead	mislead	VERB
ihlr-22370	472	26	patients	patient	NOUN
ihlr-22370	472	27	,	,	PUNCT
ihlr-22370	472	28	damage	damage	NOUN
ihlr-22370	472	29	physician	physician	NOUN
ihlr-22370	472	30	reputations	reputation	NOUN
ihlr-22370	472	31	,	,	PUNCT
ihlr-22370	472	32	the	the	DET
ihlr-22370	472	33	typical	typical	ADJ
ihlr-22370	472	34	disclosed	disclose	VERB
ihlr-22370	472	35	financial	financial	ADJ
ihlr-22370	472	36	relationships	relationship	NOUN
ihlr-22370	472	37	were	be	AUX
ihlr-22370	472	38	inconsequential	inconsequential	ADJ
ihlr-22370	472	39	,	,	PUNCT
ihlr-22370	472	40	and	and	CCONJ
ihlr-22370	472	41	any	any	DET
ihlr-22370	472	42	biased	biased	ADJ
ihlr-22370	472	43	behavior	behavior	NOUN
ihlr-22370	472	44	involved	involve	VERB
ihlr-22370	472	45	only	only	ADV
ihlr-22370	472	46	a	a	DET
ihlr-22370	472	47	small	small	ADJ
ihlr-22370	472	48	number	number	NOUN
ihlr-22370	472	49	of	of	ADP
ihlr-22370	472	50	other	other	ADJ
ihlr-22370	472	51	clinicians	clinician	NOUN
ihlr-22370	472	52	and	and	CCONJ
ihlr-22370	472	53	did	do	AUX
ihlr-22370	472	54	not	not	PART
ihlr-22370	472	55	relate	relate	VERB
ihlr-22370	472	56	to	to	ADP
ihlr-22370	472	57	their	their	PRON
ihlr-22370	472	58	own	own	ADJ
ihlr-22370	472	59	practices	practice	NOUN
ihlr-22370	472	60	.	.	PUNCT
ihlr-22370	473	1	these	these	DET
ihlr-22370	473	2	responses	response	NOUN
ihlr-22370	473	3	cast	cast	VERB
ihlr-22370	473	4	doubt77	doubt77	NOUN
ihlr-22370	473	5	on	on	ADP
ihlr-22370	473	6	whether	whether	SCONJ
ihlr-22370	473	7	many	many	ADJ
ihlr-22370	473	8	physicians	physician	NOUN
ihlr-22370	473	9	are	be	AUX
ihlr-22370	473	10	ready	ready	ADJ
ihlr-22370	473	11	and	and	CCONJ
ihlr-22370	473	12	willing	willing	ADJ
ihlr-22370	473	13	to	to	PART
ihlr-22370	473	14	use	use	VERB
ihlr-22370	473	15	the	the	DET
ihlr-22370	473	16	open	open	ADJ
ihlr-22370	473	17	payments	payment	NOUN
ihlr-22370	473	18	database	database	NOUN
ihlr-22370	473	19	as	as	ADP
ihlr-22370	473	20	a	a	DET
ihlr-22370	473	21	resource	resource	NOUN
ihlr-22370	473	22	for	for	ADP
ihlr-22370	473	23	managing	manage	VERB
ihlr-22370	473	24	financial	financial	ADJ
ihlr-22370	473	25	conflicts	conflict	NOUN
ihlr-22370	473	26	and	and	CCONJ
ihlr-22370	473	27	to	to	PART
ihlr-22370	473	28	discuss	discuss	VERB
ihlr-22370	473	29	their	their	PRON
ihlr-22370	473	30	financial	financial	ADJ
ihlr-22370	473	31	ties	tie	NOUN
ihlr-22370	473	32	to	to	ADP
ihlr-22370	473	33	industry	industry	NOUN
ihlr-22370	473	34	with	with	ADP
ihlr-22370	473	35	patients	patient	NOUN
ihlr-22370	473	36	and	and	CCONJ
ihlr-22370	473	37	other	other	ADJ
ihlr-22370	473	38	stakeholders.78	stakeholders.78	PROPN
ihlr-22370	473	39	also	also	ADV
ihlr-22370	473	40	,	,	PUNCT
ihlr-22370	473	41	the	the	DET
ihlr-22370	473	42	experience	experience	NOUN
ihlr-22370	473	43	with	with	ADP
ihlr-22370	473	44	the	the	DET
ihlr-22370	473	45	few	few	ADJ
ihlr-22370	473	46	state	state	NOUN
ihlr-22370	473	47	sunshine	sunshine	NOUN
ihlr-22370	473	48	laws	law	NOUN
ihlr-22370	473	49	calls	call	VERB
ihlr-22370	473	50	into	into	ADP
ihlr-22370	473	51	question	question	NOUN
ihlr-22370	473	52	whether	whether	SCONJ
ihlr-22370	473	53	financial	financial	ADJ
ihlr-22370	473	54	conflicts	conflict	NOUN
ihlr-22370	473	55	disclosure	disclosure	NOUN
ihlr-22370	473	56	programs	program	NOUN
ihlr-22370	473	57	strongly	strongly	ADV
ihlr-22370	473	58	influence	influence	VERB
ihlr-22370	473	59	physician	physician	NOUN
ihlr-22370	473	60	behavior	behavior	NOUN
ihlr-22370	473	61	.	.	PUNCT
ihlr-22370	474	1	a	a	DET
ihlr-22370	474	2	study	study	NOUN
ihlr-22370	474	3	of	of	ADP
ihlr-22370	474	4	maine	maine	PROPN
ihlr-22370	474	5	and	and	CCONJ
ihlr-22370	474	6	west	west	PROPN
ihlr-22370	474	7	virginia	virginia	PROPN
ihlr-22370	474	8	’s	’s	PART
ihlr-22370	474	9	sunshine	sunshine	NOUN
ihlr-22370	474	10	laws	law	NOUN
ihlr-22370	474	11	looked	look	VERB
ihlr-22370	474	12	at	at	ADP
ihlr-22370	474	13	physician	physician	NOUN
ihlr-22370	474	14	prescribing	prescribing	NOUN
ihlr-22370	474	15	rates	rate	NOUN
ihlr-22370	474	16	of	of	ADP
ihlr-22370	474	17	brand	brand	NOUN
ihlr-22370	474	18	name	name	NOUN
ihlr-22370	474	19	statins	statin	NOUN
ihlr-22370	474	20	and	and	CCONJ
ihlr-22370	474	21	selective	selective	ADJ
ihlr-22370	474	22	serotonin	serotonin	NOUN
ihlr-22370	474	23	reuptake	reuptake	NOUN
ihlr-22370	474	24	inhibitors	inhibitor	NOUN
ihlr-22370	474	25	(	(	PUNCT
ihlr-22370	474	26	ssris	ssris	PROPN
ihlr-22370	474	27	)	)	PUNCT
ihlr-22370	474	28	,	,	PUNCT
ihlr-22370	474	29	two	two	NUM
ihlr-22370	474	30	classes	class	NOUN
ihlr-22370	474	31	of	of	ADP
ihlr-22370	474	32	drugs	drug	NOUN
ihlr-22370	474	33	where	where	SCONJ
ihlr-22370	474	34	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	474	35	marketing	marketing	NOUN
ihlr-22370	474	36	of	of	ADP
ihlr-22370	474	37	brand	brand	NOUN
ihlr-22370	474	38	name	name	NOUN
ihlr-22370	474	39	drugs	drug	NOUN
ihlr-22370	474	40	is	be	AUX
ihlr-22370	474	41	very	very	ADV
ihlr-22370	474	42	active	active	ADJ
ihlr-22370	474	43	and	and	CCONJ
ihlr-22370	474	44	where	where	SCONJ
ihlr-22370	474	45	it	it	PRON
ihlr-22370	474	46	is	be	AUX
ihlr-22370	474	47	suspected	suspect	VERB
ihlr-22370	474	48	financial	financial	ADJ
ihlr-22370	474	49	ties	tie	NOUN
ihlr-22370	474	50	influence	influence	NOUN
ihlr-22370	474	51	physicians	physician	NOUN
ihlr-22370	474	52	to	to	PART
ihlr-22370	474	53	prescribe	prescribe	VERB
ihlr-22370	474	54	costlier	costly	ADJ
ihlr-22370	474	55	,	,	PUNCT
ihlr-22370	474	56	brand	brand	NOUN
ihlr-22370	474	57	name	name	NOUN
ihlr-22370	474	58	drugs	drug	NOUN
ihlr-22370	474	59	instead	instead	ADV
ihlr-22370	474	60	of	of	ADP
ihlr-22370	474	61	cheaper	cheap	ADJ
ihlr-22370	474	62	,	,	PUNCT
ihlr-22370	474	63	clinically	clinically	ADV
ihlr-22370	474	64	suitable	suitable	ADJ
ihlr-22370	474	65	generics	generic	NOUN
ihlr-22370	474	66	.	.	PUNCT
ihlr-22370	475	1	but	but	CCONJ
ihlr-22370	475	2	the	the	DET
ihlr-22370	475	3	study	study	NOUN
ihlr-22370	475	4	found	find	VERB
ihlr-22370	475	5	almost	almost	ADV
ihlr-22370	475	6	no	no	PRON
ihlr-22370	475	7	difference	difference	NOUN
ihlr-22370	475	8	in	in	ADP
ihlr-22370	475	9	physician79	physician79	NOUN
ihlr-22370	475	10	prescribing	prescribing	NOUN
ihlr-22370	475	11	rates	rate	NOUN
ihlr-22370	475	12	in	in	ADP
ihlr-22370	475	13	the	the	DET
ihlr-22370	475	14	maine	maine	PROPN
ihlr-22370	475	15	and	and	CCONJ
ihlr-22370	475	16	west	west	PROPN
ihlr-22370	475	17	virginia	virginia	PROPN
ihlr-22370	475	18	of	of	ADP
ihlr-22370	475	19	the	the	DET
ihlr-22370	475	20	brand	brand	NOUN
ihlr-22370	475	21	name	name	NOUN
ihlr-22370	475	22	drugs	drug	NOUN
ihlr-22370	475	23	before	before	ADP
ihlr-22370	475	24	and	and	CCONJ
ihlr-22370	475	25	after	after	SCONJ
ihlr-22370	475	26	each	each	DET
ihlr-22370	475	27	state	state	NOUN
ihlr-22370	475	28	’s	’s	PART
ihlr-22370	475	29	disclosure	disclosure	NOUN
ihlr-22370	475	30	law	law	NOUN
ihlr-22370	475	31	went	go	VERB
ihlr-22370	475	32	into	into	ADP
ihlr-22370	475	33	effect	effect	NOUN
ihlr-22370	475	34	.	.	PUNCT
ihlr-22370	476	1	one	one	NUM
ihlr-22370	476	2	important	important	ADJ
ihlr-22370	476	3	caveat	caveat	NOUN
ihlr-22370	476	4	is80	is80	PROPN
ihlr-22370	476	5	that	that	SCONJ
ihlr-22370	476	6	the	the	DET
ihlr-22370	476	7	west	west	PROPN
ihlr-22370	476	8	virginia	virginia	PROPN
ihlr-22370	476	9	and	and	CCONJ
ihlr-22370	476	10	maine	maine	PROPN
ihlr-22370	476	11	disclosure	disclosure	NOUN
ihlr-22370	476	12	programs	program	NOUN
ihlr-22370	476	13	required	require	VERB
ihlr-22370	476	14	reporting	reporting	NOUN
ihlr-22370	476	15	of	of	ADP
ihlr-22370	476	16	75	75	NUM
ihlr-22370	476	17	.	.	PUNCT
ihlr-22370	476	18	silverman	silverman	PROPN
ihlr-22370	476	19	,	,	PUNCT
ihlr-22370	476	20	supra	supra	PROPN
ihlr-22370	476	21	note	note	NOUN
ihlr-22370	476	22	40	40	NUM
ihlr-22370	476	23	.	.	PUNCT
ihlr-22370	476	24	76	76	NUM
ihlr-22370	476	25	.	.	PUNCT
ihlr-22370	477	1	chimonas	chimona	NOUN
ihlr-22370	477	2	et	et	PROPN
ihlr-22370	477	3	al	al	PROPN
ihlr-22370	477	4	.	.	PROPN
ihlr-22370	477	5	,	,	PUNCT
ihlr-22370	477	6	supra	supra	PROPN
ihlr-22370	477	7	note	note	VERB
ihlr-22370	477	8	41	41	NUM
ihlr-22370	477	9	,	,	PUNCT
ihlr-22370	477	10	at	at	ADP
ihlr-22370	477	11	6–7	6–7	NUM
ihlr-22370	477	12	.	.	PUNCT
ihlr-22370	477	13	77	77	NUM
ihlr-22370	477	14	.	.	PUNCT
ihlr-22370	478	1	i	i	PRON
ihlr-22370	478	2	d.	d.	PROPN
ihlr-22370	478	3	at	at	ADP
ihlr-22370	478	4	8–10	8–10	NOUN
ihlr-22370	478	5	.	.	PUNCT
ihlr-22370	479	1	78	78	NUM
ihlr-22370	479	2	.	.	PUNCT
ihlr-22370	480	1	i	i	PRON
ihlr-22370	480	2	d.	d.	PROPN
ihlr-22370	480	3	at	at	ADP
ihlr-22370	480	4	9–10	9–10	NOUN
ihlr-22370	480	5	.	.	PUNCT
ihlr-22370	481	1	79	79	NUM
ihlr-22370	481	2	.	.	PUNCT
ihlr-22370	482	1	genevieve	genevieve	PROPN
ihlr-22370	482	2	pham	pham	PROPN
ihlr-22370	482	3	-	-	PUNCT
ihlr-22370	482	4	kanter	kanter	PROPN
ihlr-22370	482	5	et	et	PROPN
ihlr-22370	482	6	al	al	PROPN
ihlr-22370	482	7	.	.	PROPN
ihlr-22370	482	8	,	,	PUNCT
ihlr-22370	482	9	effect	effect	NOUN
ihlr-22370	482	10	of	of	ADP
ihlr-22370	482	11	physician	physician	NOUN
ihlr-22370	482	12	payment	payment	NOUN
ihlr-22370	482	13	disclosure	disclosure	NOUN
ihlr-22370	482	14	laws	law	NOUN
ihlr-22370	482	15	on	on	ADP
ihlr-22370	482	16	prescribing	prescribing	NOUN
ihlr-22370	482	17	,	,	PUNCT
ihlr-22370	482	18	172	172	NUM
ihlr-22370	482	19	archives	archive	NOUN
ihlr-22370	482	20	internal	internal	ADJ
ihlr-22370	482	21	med	med	PROPN
ihlr-22370	482	22	.	.	PROPN
ihlr-22370	482	23	819	819	NUM
ihlr-22370	482	24	,	,	PUNCT
ihlr-22370	482	25	819–20	819–20	NUM
ihlr-22370	482	26	(	(	PUNCT
ihlr-22370	482	27	2012	2012	NUM
ihlr-22370	482	28	)	)	PUNCT
ihlr-22370	482	29	.	.	PUNCT
ihlr-22370	483	1	80	80	NUM
ihlr-22370	483	2	.	.	PUNCT
ihlr-22370	484	1	i	i	PRON
ihlr-22370	484	2	d.	d.	PROPN
ihlr-22370	484	3	at	at	ADP
ihlr-22370	484	4	820	820	NUM
ihlr-22370	484	5	.	.	PUNCT
ihlr-22370	485	1	https://doi.org/10.1001/archinternmed.2012.1210	https://doi.org/10.1001/archinternmed.2012.1210	PROPN
ihlr-22370	485	2	84	84	NUM
ihlr-22370	485	3	indiana	indiana	PROPN
ihlr-22370	485	4	health	health	PROPN
ihlr-22370	485	5	law	law	PROPN
ihlr-22370	485	6	review	review	NOUN
ihlr-22370	485	7	[	[	X
ihlr-22370	485	8	vol	vol	NOUN
ihlr-22370	485	9	.	.	PUNCT
ihlr-22370	486	1	15:67	15:67	NUM
ihlr-22370	486	2	financial	financial	ADJ
ihlr-22370	486	3	ties	tie	NOUN
ihlr-22370	486	4	only	only	ADV
ihlr-22370	486	5	to	to	ADP
ihlr-22370	486	6	state	state	NOUN
ihlr-22370	486	7	regulators	regulator	NOUN
ihlr-22370	486	8	and	and	CCONJ
ihlr-22370	486	9	the	the	DET
ihlr-22370	486	10	information	information	NOUN
ihlr-22370	486	11	was	be	AUX
ihlr-22370	486	12	not	not	PART
ihlr-22370	486	13	made	make	VERB
ihlr-22370	486	14	easily	easily	ADV
ihlr-22370	486	15	accessible	accessible	ADJ
ihlr-22370	486	16	to	to	ADP
ihlr-22370	486	17	the	the	DET
ihlr-22370	486	18	public	public	NOUN
ihlr-22370	486	19	at	at	ADP
ihlr-22370	486	20	large	large	ADJ
ihlr-22370	486	21	,	,	PUNCT
ihlr-22370	486	22	unlike	unlike	ADP
ihlr-22370	486	23	the	the	DET
ihlr-22370	486	24	open	open	ADJ
ihlr-22370	486	25	payments	payment	NOUN
ihlr-22370	486	26	database	database	NOUN
ihlr-22370	486	27	.	.	PUNCT
ihlr-22370	487	1	thus	thus	ADV
ihlr-22370	487	2	,	,	PUNCT
ihlr-22370	487	3	it81	it81	PROPN
ihlr-22370	487	4	is	be	AUX
ihlr-22370	487	5	unclear	unclear	ADJ
ihlr-22370	487	6	how	how	SCONJ
ihlr-22370	487	7	generalizable	generalizable	ADJ
ihlr-22370	487	8	the	the	DET
ihlr-22370	487	9	results	result	NOUN
ihlr-22370	487	10	are	be	AUX
ihlr-22370	487	11	to	to	ADP
ihlr-22370	487	12	the	the	DET
ihlr-22370	487	13	sunshine	sunshine	PROPN
ihlr-22370	487	14	act	act	PROPN
ihlr-22370	487	15	’s	’s	PART
ihlr-22370	487	16	broader	broad	ADJ
ihlr-22370	487	17	transparency	transparency	NOUN
ihlr-22370	487	18	program.82	program.82	NOUN
ihlr-22370	487	19	additionally	additionally	ADV
ihlr-22370	487	20	,	,	PUNCT
ihlr-22370	487	21	behavioral	behavioral	ADJ
ihlr-22370	487	22	analysis	analysis	NOUN
ihlr-22370	487	23	suggests	suggest	VERB
ihlr-22370	487	24	that	that	SCONJ
ihlr-22370	487	25	disclosure	disclosure	NOUN
ihlr-22370	487	26	may	may	AUX
ihlr-22370	487	27	have	have	VERB
ihlr-22370	487	28	,	,	PUNCT
ihlr-22370	487	29	like	like	ADP
ihlr-22370	487	30	patients	patient	NOUN
ihlr-22370	487	31	,	,	PUNCT
ihlr-22370	487	32	unintended	unintended	ADJ
ihlr-22370	487	33	effects	effect	NOUN
ihlr-22370	487	34	on	on	ADP
ihlr-22370	487	35	physicians	physician	NOUN
ihlr-22370	487	36	.	.	PUNCT
ihlr-22370	488	1	studies	study	NOUN
ihlr-22370	488	2	of	of	ADP
ihlr-22370	488	3	advisors	advisor	NOUN
ihlr-22370	488	4	with	with	ADP
ihlr-22370	488	5	financial	financial	ADJ
ihlr-22370	488	6	conflicts	conflict	NOUN
ihlr-22370	488	7	suggest	suggest	VERB
ihlr-22370	488	8	that	that	SCONJ
ihlr-22370	488	9	when	when	SCONJ
ihlr-22370	488	10	they	they	PRON
ihlr-22370	488	11	have	have	VERB
ihlr-22370	488	12	to	to	PART
ihlr-22370	488	13	disclose	disclose	VERB
ihlr-22370	488	14	financial	financial	ADJ
ihlr-22370	488	15	conflicts	conflict	NOUN
ihlr-22370	488	16	they	they	PRON
ihlr-22370	488	17	may	may	AUX
ihlr-22370	488	18	end	end	VERB
ihlr-22370	488	19	up	up	ADP
ihlr-22370	488	20	giving	give	VERB
ihlr-22370	488	21	more	more	ADV
ihlr-22370	488	22	biased	biased	ADJ
ihlr-22370	488	23	advice	advice	NOUN
ihlr-22370	488	24	.	.	PUNCT
ihlr-22370	489	1	one	one	NUM
ihlr-22370	489	2	possible	possible	ADJ
ihlr-22370	489	3	explanation	explanation	NOUN
ihlr-22370	489	4	is	be	AUX
ihlr-22370	489	5	“	"	PUNCT
ihlr-22370	489	6	strategic	strategic	ADJ
ihlr-22370	489	7	exaggeration	exaggeration	NOUN
ihlr-22370	489	8	,	,	PUNCT
ihlr-22370	489	9	”	"	PUNCT
ihlr-22370	489	10	where	where	SCONJ
ihlr-22370	489	11	advisors	advisor	NOUN
ihlr-22370	489	12	,	,	PUNCT
ihlr-22370	489	13	to	to	PART
ihlr-22370	489	14	offset	offset	VERB
ihlr-22370	489	15	anticipated	anticipated	ADJ
ihlr-22370	489	16	discounting	discounting	NOUN
ihlr-22370	489	17	of	of	ADP
ihlr-22370	489	18	their	their	PRON
ihlr-22370	489	19	recommendations	recommendation	NOUN
ihlr-22370	489	20	,	,	PUNCT
ihlr-22370	489	21	give	give	VERB
ihlr-22370	489	22	more	more	ADV
ihlr-22370	489	23	exaggerated	exaggerated	ADJ
ihlr-22370	489	24	advice	advice	NOUN
ihlr-22370	489	25	.	.	PUNCT
ihlr-22370	490	1	another	another	DET
ihlr-22370	490	2	possibility	possibility	NOUN
ihlr-22370	490	3	is	be	AUX
ihlr-22370	490	4	“	"	PUNCT
ihlr-22370	490	5	moral83	moral83	ADJ
ihlr-22370	490	6	licensing	licensing	NOUN
ihlr-22370	490	7	,	,	PUNCT
ihlr-22370	490	8	”	"	PUNCT
ihlr-22370	490	9	where	where	SCONJ
ihlr-22370	490	10	advisors	advisor	NOUN
ihlr-22370	490	11	may	may	AUX
ihlr-22370	490	12	feel	feel	VERB
ihlr-22370	490	13	more	more	ADV
ihlr-22370	490	14	emboldened	emboldened	ADJ
ihlr-22370	490	15	to	to	PART
ihlr-22370	490	16	give	give	VERB
ihlr-22370	490	17	biased	biased	ADJ
ihlr-22370	490	18	advice	advice	NOUN
ihlr-22370	490	19	because	because	SCONJ
ihlr-22370	490	20	their	their	PRON
ihlr-22370	490	21	advisees	advisee	NOUN
ihlr-22370	490	22	have	have	AUX
ihlr-22370	490	23	been	be	AUX
ihlr-22370	490	24	warned	warn	VERB
ihlr-22370	490	25	about	about	ADP
ihlr-22370	490	26	the	the	DET
ihlr-22370	490	27	underlying	underlie	VERB
ihlr-22370	490	28	financial	financial	ADJ
ihlr-22370	490	29	conflict	conflict	NOUN
ihlr-22370	490	30	through	through	ADP
ihlr-22370	490	31	disclosure.84	disclosure.84	PROPN
ihlr-22370	490	32	iv	iv	NUM
ihlr-22370	490	33	.	.	PUNCT
ihlr-22370	490	34	revelations	revelation	NOUN
ihlr-22370	490	35	from	from	ADP
ihlr-22370	490	36	sunshine	sunshine	PROPN
ihlr-22370	490	37	act	act	PROPN
ihlr-22370	490	38	disclosures	disclosure	NOUN
ihlr-22370	490	39	and	and	CCONJ
ihlr-22370	490	40	the	the	DET
ihlr-22370	490	41	implications	implication	NOUN
ihlr-22370	490	42	while	while	SCONJ
ihlr-22370	490	43	its	its	PRON
ihlr-22370	490	44	impact	impact	NOUN
ihlr-22370	490	45	on	on	ADP
ihlr-22370	490	46	physician	physician	NOUN
ihlr-22370	490	47	and	and	CCONJ
ihlr-22370	490	48	patient	patient	ADJ
ihlr-22370	490	49	decision	decision	NOUN
ihlr-22370	490	50	-	-	PUNCT
ihlr-22370	490	51	making	making	NOUN
ihlr-22370	490	52	remains	remain	VERB
ihlr-22370	490	53	unclear	unclear	ADJ
ihlr-22370	490	54	and	and	CCONJ
ihlr-22370	490	55	possibly	possibly	ADV
ihlr-22370	490	56	confounded	confound	VERB
ihlr-22370	490	57	by	by	ADP
ihlr-22370	490	58	unintended	unintended	ADJ
ihlr-22370	490	59	behavioral	behavioral	ADJ
ihlr-22370	490	60	effects	effect	NOUN
ihlr-22370	490	61	,	,	PUNCT
ihlr-22370	490	62	the	the	DET
ihlr-22370	490	63	sunshine	sunshine	PROPN
ihlr-22370	490	64	act	act	PROPN
ihlr-22370	490	65	still	still	ADV
ihlr-22370	490	66	offers	offer	VERB
ihlr-22370	490	67	the	the	DET
ihlr-22370	490	68	most	most	ADV
ihlr-22370	490	69	comprehensive	comprehensive	ADJ
ihlr-22370	490	70	accounting	accounting	NOUN
ihlr-22370	490	71	to	to	ADP
ihlr-22370	490	72	date	date	NOUN
ihlr-22370	490	73	of	of	ADP
ihlr-22370	490	74	the	the	DET
ihlr-22370	490	75	financial	financial	ADJ
ihlr-22370	490	76	ties	tie	NOUN
ihlr-22370	490	77	between	between	ADP
ihlr-22370	490	78	industry	industry	NOUN
ihlr-22370	490	79	and	and	CCONJ
ihlr-22370	490	80	medicine	medicine	NOUN
ihlr-22370	490	81	.	.	PUNCT
ihlr-22370	491	1	this	this	DET
ihlr-22370	491	2	emerging	emerge	VERB
ihlr-22370	491	3	epidemiology	epidemiology	NOUN
ihlr-22370	491	4	of	of	ADP
ihlr-22370	491	5	financial	financial	ADJ
ihlr-22370	491	6	relationships	relationship	NOUN
ihlr-22370	491	7	is	be	AUX
ihlr-22370	491	8	crucial	crucial	ADJ
ihlr-22370	491	9	to	to	ADP
ihlr-22370	491	10	developing	develop	VERB
ihlr-22370	491	11	evidence	evidence	NOUN
ihlr-22370	491	12	-	-	PUNCT
ihlr-22370	491	13	based	base	VERB
ihlr-22370	491	14	regulation	regulation	NOUN
ihlr-22370	491	15	of	of	ADP
ihlr-22370	491	16	financial	financial	ADJ
ihlr-22370	491	17	conflicts	conflict	NOUN
ihlr-22370	491	18	.	.	PUNCT
ihlr-22370	492	1	this	this	DET
ihlr-22370	492	2	section	section	NOUN
ihlr-22370	492	3	explores	explore	VERB
ihlr-22370	492	4	what	what	PRON
ihlr-22370	492	5	has	have	AUX
ihlr-22370	492	6	been	be	AUX
ihlr-22370	492	7	learned	learn	VERB
ihlr-22370	492	8	so	so	ADV
ihlr-22370	492	9	far	far	ADV
ihlr-22370	492	10	from	from	ADP
ihlr-22370	492	11	the	the	DET
ihlr-22370	492	12	sunshine	sunshine	PROPN
ihlr-22370	492	13	act	act	NOUN
ihlr-22370	492	14	about	about	ADP
ihlr-22370	492	15	industry	industry	NOUN
ihlr-22370	492	16	-	-	PUNCT
ihlr-22370	492	17	medicine	medicine	NOUN
ihlr-22370	492	18	financial	financial	ADJ
ihlr-22370	492	19	ties	tie	NOUN
ihlr-22370	492	20	and	and	CCONJ
ihlr-22370	492	21	the	the	DET
ihlr-22370	492	22	ramifications	ramification	NOUN
ihlr-22370	492	23	for	for	ADP
ihlr-22370	492	24	financial	financial	ADJ
ihlr-22370	492	25	conflicts	conflict	NOUN
ihlr-22370	492	26	81	81	NUM
ihlr-22370	492	27	.	.	PUNCT
ihlr-22370	493	1	chimonas	chimona	NOUN
ihlr-22370	493	2	et	et	PROPN
ihlr-22370	493	3	al	al	PROPN
ihlr-22370	493	4	.	.	PROPN
ihlr-22370	493	5	,	,	PUNCT
ihlr-22370	493	6	supra	supra	PROPN
ihlr-22370	493	7	note	note	PROPN
ihlr-22370	493	8	27	27	NUM
ihlr-22370	493	9	,	,	PUNCT
ihlr-22370	493	10	at	at	ADP
ihlr-22370	493	11	100	100	NUM
ihlr-22370	493	12	.	.	PUNCT
ihlr-22370	494	1	82	82	NUM
ihlr-22370	494	2	.	.	PUNCT
ihlr-22370	495	1	a	a	DET
ihlr-22370	495	2	more	more	ADV
ihlr-22370	495	3	recent	recent	ADJ
ihlr-22370	495	4	study	study	NOUN
ihlr-22370	495	5	reached	reach	VERB
ihlr-22370	495	6	contrary	contrary	ADJ
ihlr-22370	495	7	results	result	NOUN
ihlr-22370	495	8	.	.	PUNCT
ihlr-22370	496	1	the	the	DET
ihlr-22370	496	2	investigators	investigator	NOUN
ihlr-22370	496	3	examined	examine	VERB
ihlr-22370	496	4	the	the	DET
ihlr-22370	496	5	impact	impact	NOUN
ihlr-22370	496	6	of	of	ADP
ihlr-22370	496	7	massachusetts	massachusetts	PROPN
ihlr-22370	496	8	’	'	PUNCT
ihlr-22370	496	9	sunshine	sunshine	NOUN
ihlr-22370	496	10	law	law	NOUN
ihlr-22370	496	11	during	during	ADP
ihlr-22370	496	12	the	the	DET
ihlr-22370	496	13	time	time	NOUN
ihlr-22370	496	14	period	period	NOUN
ihlr-22370	496	15	before	before	ADP
ihlr-22370	496	16	rollout	rollout	NOUN
ihlr-22370	496	17	of	of	ADP
ihlr-22370	496	18	the	the	DET
ihlr-22370	496	19	federal	federal	PROPN
ihlr-22370	496	20	sunshine	sunshine	PROPN
ihlr-22370	496	21	act	act	PROPN
ihlr-22370	496	22	.	.	PUNCT
ihlr-22370	497	1	they	they	PRON
ihlr-22370	497	2	reviewed	review	VERB
ihlr-22370	497	3	physician	physician	NOUN
ihlr-22370	497	4	prescribing	prescribing	NOUN
ihlr-22370	497	5	rates	rate	NOUN
ihlr-22370	497	6	within	within	ADP
ihlr-22370	497	7	three	three	NUM
ihlr-22370	497	8	common	common	ADJ
ihlr-22370	497	9	drug	drug	NOUN
ihlr-22370	497	10	classes	class	NOUN
ihlr-22370	497	11	:	:	PUNCT
ihlr-22370	497	12	statins	statin	NOUN
ihlr-22370	497	13	,	,	PUNCT
ihlr-22370	497	14	antidepressants	antidepressant	NOUN
ihlr-22370	497	15	,	,	PUNCT
ihlr-22370	497	16	and	and	CCONJ
ihlr-22370	497	17	antipsychotics	antipsychotic	NOUN
ihlr-22370	497	18	.	.	PUNCT
ihlr-22370	498	1	tong	tong	PROPN
ihlr-22370	498	2	guo	guo	PROPN
ihlr-22370	498	3	et	et	PROPN
ihlr-22370	498	4	al	al	PROPN
ihlr-22370	498	5	.	.	PROPN
ihlr-22370	498	6	,	,	PUNCT
ihlr-22370	498	7	let	let	VERB
ihlr-22370	498	8	the	the	DET
ihlr-22370	498	9	sun	sun	NOUN
ihlr-22370	498	10	shine	shine	VERB
ihlr-22370	498	11	in	in	ADP
ihlr-22370	498	12	:	:	PUNCT
ihlr-22370	498	13	the	the	DET
ihlr-22370	498	14	impact	impact	NOUN
ihlr-22370	498	15	of	of	ADP
ihlr-22370	498	16	industry	industry	NOUN
ihlr-22370	498	17	payment	payment	NOUN
ihlr-22370	498	18	disclosure	disclosure	NOUN
ihlr-22370	498	19	on	on	ADP
ihlr-22370	498	20	physician	physician	NOUN
ihlr-22370	498	21	prescription	prescription	NOUN
ihlr-22370	498	22	behavior	behavior	NOUN
ihlr-22370	498	23	1	1	NUM
ihlr-22370	498	24	,	,	PUNCT
ihlr-22370	498	25	1–2	1–2	NUM
ihlr-22370	498	26	(	(	PUNCT
ihlr-22370	498	27	april	april	PROPN
ihlr-22370	498	28	18	18	NUM
ihlr-22370	498	29	,	,	PUNCT
ihlr-22370	498	30	2017	2017	NUM
ihlr-22370	498	31	)	)	PUNCT
ihlr-22370	498	32	,	,	PUNCT
ihlr-22370	499	1	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2953399	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2953399	PROPN
ihlr-22370	499	2	[	[	X
ihlr-22370	499	3	https://perma.cc/n68m-gnv3	https://perma.cc/n68m-gnv3	X
ihlr-22370	499	4	]	]	PUNCT
ihlr-22370	499	5	.	.	PUNCT
ihlr-22370	500	1	the	the	DET
ihlr-22370	500	2	study	study	NOUN
ihlr-22370	500	3	authors	author	NOUN
ihlr-22370	500	4	compared	compare	VERB
ihlr-22370	500	5	prescribing	prescribing	NOUN
ihlr-22370	500	6	of	of	ADP
ihlr-22370	500	7	massachusetts	massachusetts	PROPN
ihlr-22370	500	8	physicians	physician	NOUN
ihlr-22370	500	9	under	under	ADP
ihlr-22370	500	10	the	the	DET
ihlr-22370	500	11	state	state	NOUN
ihlr-22370	500	12	sunshine	sunshine	NOUN
ihlr-22370	500	13	law	law	NOUN
ihlr-22370	500	14	with	with	ADP
ihlr-22370	500	15	their	their	PRON
ihlr-22370	500	16	counterparts	counterpart	NOUN
ihlr-22370	500	17	in	in	ADP
ihlr-22370	500	18	bordering	border	VERB
ihlr-22370	500	19	counties	county	NOUN
ihlr-22370	500	20	in	in	ADP
ihlr-22370	500	21	new	new	PROPN
ihlr-22370	500	22	york	york	PROPN
ihlr-22370	500	23	and	and	CCONJ
ihlr-22370	500	24	connecticut	connecticut	PROPN
ihlr-22370	500	25	,	,	PUNCT
ihlr-22370	500	26	states	state	NOUN
ihlr-22370	500	27	without	without	ADP
ihlr-22370	500	28	a	a	DET
ihlr-22370	500	29	sunshine	sunshine	NOUN
ihlr-22370	500	30	law	law	NOUN
ihlr-22370	500	31	.	.	PUNCT
ihlr-22370	501	1	i	i	PRON
ihlr-22370	501	2	d.	d.	PROPN
ihlr-22370	501	3	at	at	ADP
ihlr-22370	501	4	2	2	NUM
ihlr-22370	501	5	.	.	PUNCT
ihlr-22370	502	1	they	they	PRON
ihlr-22370	502	2	concluded	conclude	VERB
ihlr-22370	502	3	the	the	DET
ihlr-22370	502	4	massachusetts	massachusetts	PROPN
ihlr-22370	502	5	sunshine	sunshine	PROPN
ihlr-22370	502	6	law	law	PROPN
ihlr-22370	502	7	did	do	AUX
ihlr-22370	502	8	correlate	correlate	VERB
ihlr-22370	502	9	with	with	ADP
ihlr-22370	502	10	a	a	DET
ihlr-22370	502	11	decline	decline	NOUN
ihlr-22370	502	12	in	in	ADP
ihlr-22370	502	13	physician	physician	NOUN
ihlr-22370	502	14	prescribing	prescribing	NOUN
ihlr-22370	502	15	in	in	ADP
ihlr-22370	502	16	all	all	DET
ihlr-22370	502	17	three	three	NUM
ihlr-22370	502	18	drug	drug	NOUN
ihlr-22370	502	19	classes	class	NOUN
ihlr-22370	502	20	.	.	PUNCT
ihlr-22370	503	1	i	i	PRON
ihlr-22370	503	2	d.	d.	PROPN
ihlr-22370	503	3	at	at	ADP
ihlr-22370	503	4	2–3	2–3	PROPN
ihlr-22370	503	5	.	.	PUNCT
ihlr-22370	504	1	however	however	ADV
ihlr-22370	504	2	,	,	PUNCT
ihlr-22370	504	3	it	it	PRON
ihlr-22370	504	4	is	be	AUX
ihlr-22370	504	5	again	again	ADV
ihlr-22370	504	6	unclear	unclear	ADJ
ihlr-22370	504	7	how	how	SCONJ
ihlr-22370	504	8	generalizable	generalizable	ADJ
ihlr-22370	504	9	these	these	DET
ihlr-22370	504	10	results	result	NOUN
ihlr-22370	504	11	are	be	AUX
ihlr-22370	504	12	to	to	ADP
ihlr-22370	504	13	the	the	DET
ihlr-22370	504	14	sunshine	sunshine	PROPN
ihlr-22370	504	15	act	act	PROPN
ihlr-22370	504	16	.	.	PUNCT
ihlr-22370	505	1	see	see	VERB
ihlr-22370	505	2	i	i	PRON
ihlr-22370	505	3	d.	d.	PROPN
ihlr-22370	505	4	at	at	ADP
ihlr-22370	505	5	21–22	21–22	NUM
ihlr-22370	505	6	.	.	PUNCT
ihlr-22370	506	1	among	among	ADP
ihlr-22370	506	2	other	other	ADJ
ihlr-22370	506	3	limitations	limitation	NOUN
ihlr-22370	506	4	,	,	PUNCT
ihlr-22370	506	5	the	the	DET
ihlr-22370	506	6	investigators	investigator	NOUN
ihlr-22370	506	7	noted	note	VERB
ihlr-22370	506	8	that	that	SCONJ
ihlr-22370	506	9	they	they	PRON
ihlr-22370	506	10	could	could	AUX
ihlr-22370	506	11	not	not	PART
ihlr-22370	506	12	definitively	definitively	ADV
ihlr-22370	506	13	conclude	conclude	VERB
ihlr-22370	506	14	whether	whether	SCONJ
ihlr-22370	506	15	the	the	DET
ihlr-22370	506	16	lower	low	ADJ
ihlr-22370	506	17	prescribing	prescribing	NOUN
ihlr-22370	506	18	rates	rate	NOUN
ihlr-22370	506	19	seen	see	VERB
ihlr-22370	506	20	in	in	ADP
ihlr-22370	506	21	the	the	DET
ihlr-22370	506	22	massachusetts	massachusetts	PROPN
ihlr-22370	506	23	physicians	physician	NOUN
ihlr-22370	506	24	were	be	AUX
ihlr-22370	506	25	due	due	ADJ
ihlr-22370	506	26	to	to	ADP
ihlr-22370	506	27	changed	change	VERB
ihlr-22370	506	28	payment	payment	NOUN
ihlr-22370	506	29	practices	practice	NOUN
ihlr-22370	506	30	by	by	ADP
ihlr-22370	506	31	industry	industry	NOUN
ihlr-22370	506	32	in	in	ADP
ihlr-22370	506	33	their	their	PRON
ihlr-22370	506	34	dealings	dealing	NOUN
ihlr-22370	506	35	with	with	ADP
ihlr-22370	506	36	massachusetts	massachusetts	PROPN
ihlr-22370	506	37	physicians	physician	NOUN
ihlr-22370	506	38	,	,	PUNCT
ihlr-22370	506	39	as	as	SCONJ
ihlr-22370	506	40	opposed	oppose	VERB
ihlr-22370	506	41	to	to	ADP
ihlr-22370	506	42	self	self	NOUN
ihlr-22370	506	43	-	-	PUNCT
ihlr-22370	506	44	monitoring	monitoring	NOUN
ihlr-22370	506	45	by	by	ADP
ihlr-22370	506	46	the	the	DET
ihlr-22370	506	47	physicians	physician	NOUN
ihlr-22370	506	48	themselves	themselves	PRON
ihlr-22370	506	49	,	,	PUNCT
ihlr-22370	506	50	because	because	SCONJ
ihlr-22370	506	51	payment	payment	NOUN
ihlr-22370	506	52	data	datum	NOUN
ihlr-22370	506	53	before	before	SCONJ
ihlr-22370	506	54	the	the	DET
ihlr-22370	506	55	state	state	NOUN
ihlr-22370	506	56	sunshine	sunshine	PROPN
ihlr-22370	506	57	law	law	NOUN
ihlr-22370	506	58	went	go	VERB
ihlr-22370	506	59	into	into	ADP
ihlr-22370	506	60	effect	effect	NOUN
ihlr-22370	506	61	was	be	AUX
ihlr-22370	506	62	not	not	PART
ihlr-22370	506	63	available	available	ADJ
ihlr-22370	506	64	.	.	PUNCT
ihlr-22370	507	1	i	i	PRON
ihlr-22370	507	2	d.	d.	PROPN
ihlr-22370	507	3	at	at	ADP
ihlr-22370	507	4	22	22	NUM
ihlr-22370	507	5	.	.	PUNCT
ihlr-22370	508	1	moreover	moreover	ADV
ihlr-22370	508	2	,	,	PUNCT
ihlr-22370	508	3	the	the	DET
ihlr-22370	508	4	use	use	NOUN
ihlr-22370	508	5	of	of	ADP
ihlr-22370	508	6	counterpart	counterpart	ADJ
ihlr-22370	508	7	physicians	physician	NOUN
ihlr-22370	508	8	as	as	ADP
ihlr-22370	508	9	controls	control	NOUN
ihlr-22370	508	10	in	in	ADP
ihlr-22370	508	11	the	the	DET
ihlr-22370	508	12	bordering	border	VERB
ihlr-22370	508	13	counties	county	NOUN
ihlr-22370	508	14	in	in	ADP
ihlr-22370	508	15	different	different	ADJ
ihlr-22370	508	16	states	state	NOUN
ihlr-22370	508	17	raises	raise	VERB
ihlr-22370	508	18	questions	question	NOUN
ihlr-22370	508	19	how	how	SCONJ
ihlr-22370	508	20	comparable	comparable	ADJ
ihlr-22370	508	21	these	these	DET
ihlr-22370	508	22	physicians	physician	NOUN
ihlr-22370	508	23	were	be	AUX
ihlr-22370	508	24	because	because	SCONJ
ihlr-22370	508	25	of	of	ADP
ihlr-22370	508	26	possible	possible	ADJ
ihlr-22370	508	27	statespecific	statespecific	ADJ
ihlr-22370	508	28	differences	difference	NOUN
ihlr-22370	508	29	.	.	PUNCT
ihlr-22370	509	1	i	i	PRON
ihlr-22370	509	2	d.	d.	PROPN
ihlr-22370	509	3	at	at	ADP
ihlr-22370	509	4	13	13	NUM
ihlr-22370	509	5	.	.	PUNCT
ihlr-22370	509	6	83	83	NUM
ihlr-22370	509	7	.	.	PUNCT
ihlr-22370	510	1	loewenstein	loewenstein	VERB
ihlr-22370	510	2	et	et	PROPN
ihlr-22370	510	3	al	al	PROPN
ihlr-22370	510	4	.	.	PROPN
ihlr-22370	510	5	,	,	PUNCT
ihlr-22370	510	6	supra	supra	PROPN
ihlr-22370	510	7	note	note	PROPN
ihlr-22370	510	8	68	68	NUM
ihlr-22370	510	9	,	,	PUNCT
ihlr-22370	510	10	at	at	ADP
ihlr-22370	510	11	669	669	NUM
ihlr-22370	510	12	.	.	PUNCT
ihlr-22370	510	13	84	84	NUM
ihlr-22370	510	14	.	.	PUNCT
ihlr-22370	511	1	i	i	PRON
ihlr-22370	511	2	d.	d.	PROPN
ihlr-22370	511	3	see	see	VERB
ihlr-22370	511	4	also	also	ADV
ihlr-22370	511	5	sunita	sunita	PROPN
ihlr-22370	511	6	sah	sah	PROPN
ihlr-22370	511	7	,	,	PUNCT
ihlr-22370	511	8	conflicts	conflict	NOUN
ihlr-22370	511	9	of	of	ADP
ihlr-22370	511	10	interest	interest	NOUN
ihlr-22370	511	11	and	and	CCONJ
ihlr-22370	511	12	your	your	PRON
ihlr-22370	511	13	physician	physician	NOUN
ihlr-22370	511	14	:	:	PUNCT
ihlr-22370	511	15	psychological	psychological	ADJ
ihlr-22370	511	16	processes	process	NOUN
ihlr-22370	511	17	that	that	PRON
ihlr-22370	511	18	cause	cause	VERB
ihlr-22370	511	19	unexpected	unexpected	ADJ
ihlr-22370	511	20	changes	change	NOUN
ihlr-22370	511	21	in	in	ADP
ihlr-22370	511	22	behavior	behavior	NOUN
ihlr-22370	511	23	,	,	PUNCT
ihlr-22370	511	24	40	40	NUM
ihlr-22370	511	25	j.	j.	PROPN
ihlr-22370	511	26	l.	l.	PROPN
ihlr-22370	511	27	med	med	PROPN
ihlr-22370	511	28	.	.	PROPN
ihlr-22370	511	29	&	&	CCONJ
ihlr-22370	511	30	ethics	ethic	NOUN
ihlr-22370	511	31	482	482	NUM
ihlr-22370	511	32	,	,	PUNCT
ihlr-22370	511	33	485	485	NUM
ihlr-22370	511	34	(	(	PUNCT
ihlr-22370	511	35	2012	2012	NUM
ihlr-22370	511	36	)	)	PUNCT
ihlr-22370	511	37	.	.	PUNCT
ihlr-22370	512	1	https://doi.org/10.1111/j.1748-720x.2012.00680.x	https://doi.org/10.1111/j.1748-720x.2012.00680.x	PROPN
ihlr-22370	512	2	2018	2018	NUM
ihlr-22370	512	3	]	]	PUNCT
ihlr-22370	512	4	financial	financial	ADJ
ihlr-22370	512	5	conflicts	conflict	NOUN
ihlr-22370	512	6	in	in	ADP
ihlr-22370	512	7	the	the	DET
ihlr-22370	512	8	new	new	ADJ
ihlr-22370	512	9	era	era	NOUN
ihlr-22370	512	10	of	of	ADP
ihlr-22370	512	11	sunshine	sunshine	NOUN
ihlr-22370	512	12	85	85	NUM
ihlr-22370	512	13	regulation	regulation	NOUN
ihlr-22370	512	14	.	.	PUNCT
ihlr-22370	513	1	a.	a.	NOUN
ihlr-22370	513	2	how	how	SCONJ
ihlr-22370	513	3	common	common	ADJ
ihlr-22370	513	4	?	?	PUNCT
ihlr-22370	514	1	a	a	DET
ihlr-22370	514	2	threshold	threshold	NOUN
ihlr-22370	514	3	question	question	NOUN
ihlr-22370	514	4	for	for	ADP
ihlr-22370	514	5	regulators	regulator	NOUN
ihlr-22370	514	6	in	in	ADP
ihlr-22370	514	7	addressing	address	VERB
ihlr-22370	514	8	financial	financial	ADJ
ihlr-22370	514	9	ties	tie	NOUN
ihlr-22370	514	10	between	between	ADP
ihlr-22370	514	11	industry	industry	NOUN
ihlr-22370	514	12	and	and	CCONJ
ihlr-22370	514	13	medicine	medicine	NOUN
ihlr-22370	514	14	is	be	AUX
ihlr-22370	514	15	how	how	SCONJ
ihlr-22370	514	16	commonly	commonly	ADV
ihlr-22370	514	17	they	they	PRON
ihlr-22370	514	18	occur	occur	VERB
ihlr-22370	514	19	.	.	PUNCT
ihlr-22370	515	1	an	an	DET
ihlr-22370	515	2	oft	oft	ADV
ihlr-22370	515	3	-	-	PUNCT
ihlr-22370	515	4	cited	cite	VERB
ihlr-22370	515	5	statistic	statistic	NOUN
ihlr-22370	515	6	,	,	PUNCT
ihlr-22370	515	7	that	that	SCONJ
ihlr-22370	515	8	as	as	ADV
ihlr-22370	515	9	many	many	ADJ
ihlr-22370	515	10	as	as	ADP
ihlr-22370	515	11	94	94	NUM
ihlr-22370	515	12	%	%	NOUN
ihlr-22370	515	13	of	of	ADP
ihlr-22370	515	14	physicians	physician	NOUN
ihlr-22370	515	15	have	have	VERB
ihlr-22370	515	16	financial	financial	ADJ
ihlr-22370	515	17	relationships	relationship	NOUN
ihlr-22370	515	18	with	with	ADP
ihlr-22370	515	19	industry	industry	NOUN
ihlr-22370	515	20	,	,	PUNCT
ihlr-22370	515	21	comes	come	VERB
ihlr-22370	515	22	from	from	ADP
ihlr-22370	515	23	a	a	DET
ihlr-22370	515	24	national	national	ADJ
ihlr-22370	515	25	survey	survey	NOUN
ihlr-22370	515	26	of	of	ADP
ihlr-22370	515	27	physicians	physician	NOUN
ihlr-22370	515	28	in	in	ADP
ihlr-22370	515	29	2003	2003	NUM
ihlr-22370	515	30	-	-	SYM
ihlr-22370	515	31	2004	2004	NUM
ihlr-22370	515	32	published	publish	VERB
ihlr-22370	515	33	in	in	ADP
ihlr-22370	515	34	the	the	DET
ihlr-22370	515	35	new	new	PROPN
ihlr-22370	515	36	england	england	PROPN
ihlr-22370	515	37	journal	journal	PROPN
ihlr-22370	515	38	of	of	ADP
ihlr-22370	515	39	medicine	medicine	NOUN
ihlr-22370	515	40	.	.	PUNCT
ihlr-22370	516	1	other	other	ADJ
ihlr-22370	516	2	recent	recent	ADJ
ihlr-22370	516	3	surveys	survey	NOUN
ihlr-22370	516	4	have	have	AUX
ihlr-22370	516	5	estimated	estimate	VERB
ihlr-22370	516	6	about	about	ADP
ihlr-22370	516	7	70	70	NUM
ihlr-22370	516	8	-	-	SYM
ihlr-22370	516	9	80	80	NUM
ihlr-22370	516	10	%	%	NOUN
ihlr-22370	516	11	of85	of85	PROPN
ihlr-22370	516	12	physicians	physician	NOUN
ihlr-22370	516	13	receive	receive	VERB
ihlr-22370	516	14	gifts	gift	NOUN
ihlr-22370	516	15	from	from	ADP
ihlr-22370	516	16	industry	industry	NOUN
ihlr-22370	516	17	.	.	PUNCT
ihlr-22370	517	1	86	86	NUM
ihlr-22370	517	2	however	however	ADV
ihlr-22370	517	3	,	,	PUNCT
ihlr-22370	517	4	the	the	DET
ihlr-22370	517	5	emerging	emerge	VERB
ihlr-22370	517	6	sunshine	sunshine	PROPN
ihlr-22370	517	7	act	act	PROPN
ihlr-22370	517	8	data	datum	NOUN
ihlr-22370	517	9	suggests	suggest	VERB
ihlr-22370	517	10	lower	low	ADJ
ihlr-22370	517	11	prevalence	prevalence	NOUN
ihlr-22370	517	12	rates	rate	NOUN
ihlr-22370	517	13	for	for	ADP
ihlr-22370	517	14	financial	financial	ADJ
ihlr-22370	517	15	conflicts	conflict	NOUN
ihlr-22370	517	16	,	,	PUNCT
ihlr-22370	517	17	between	between	ADP
ihlr-22370	517	18	40	40	NUM
ihlr-22370	517	19	%	%	NOUN
ihlr-22370	517	20	and	and	CCONJ
ihlr-22370	517	21	50	50	NUM
ihlr-22370	517	22	%	%	NOUN
ihlr-22370	517	23	.	.	PUNCT
ihlr-22370	518	1	an	an	DET
ihlr-22370	518	2	analysis	analysis	NOUN
ihlr-22370	518	3	of	of	ADP
ihlr-22370	518	4	data	datum	NOUN
ihlr-22370	518	5	from	from	ADP
ihlr-22370	518	6	the	the	DET
ihlr-22370	518	7	first	first	ADJ
ihlr-22370	518	8	five	five	NUM
ihlr-22370	518	9	months	month	NOUN
ihlr-22370	518	10	of	of	ADP
ihlr-22370	518	11	sunshine	sunshine	PROPN
ihlr-22370	518	12	act	act	PROPN
ihlr-22370	518	13	disclosures	disclosure	NOUN
ihlr-22370	518	14	suggests	suggest	VERB
ihlr-22370	518	15	that	that	SCONJ
ihlr-22370	518	16	about	about	ADV
ihlr-22370	518	17	40	40	NUM
ihlr-22370	518	18	%	%	NOUN
ihlr-22370	518	19	of	of	ADP
ihlr-22370	518	20	physicians	physician	NOUN
ihlr-22370	518	21	received	receive	VERB
ihlr-22370	518	22	some	some	DET
ihlr-22370	518	23	form	form	NOUN
ihlr-22370	518	24	of	of	ADP
ihlr-22370	518	25	payment	payment	NOUN
ihlr-22370	518	26	reported	report	VERB
ihlr-22370	518	27	into	into	ADP
ihlr-22370	518	28	the	the	DET
ihlr-22370	518	29	open	open	ADJ
ihlr-22370	518	30	payments	payment	NOUN
ihlr-22370	518	31	database.87	database.87	ADP
ihlr-22370	518	32	review	review	NOUN
ihlr-22370	518	33	of	of	ADP
ihlr-22370	518	34	all	all	PRON
ihlr-22370	518	35	of	of	ADP
ihlr-22370	518	36	the	the	DET
ihlr-22370	518	37	2015	2015	NUM
ihlr-22370	518	38	data	datum	NOUN
ihlr-22370	518	39	in	in	ADP
ihlr-22370	518	40	the	the	DET
ihlr-22370	518	41	open	open	ADJ
ihlr-22370	518	42	payments	payment	NOUN
ihlr-22370	518	43	database	database	NOUN
ihlr-22370	518	44	indicated	indicate	VERB
ihlr-22370	518	45	about	about	ADP
ihlr-22370	518	46	48	48	NUM
ihlr-22370	518	47	%	%	NOUN
ihlr-22370	518	48	of	of	ADP
ihlr-22370	518	49	all	all	DET
ihlr-22370	518	50	physicians	physician	NOUN
ihlr-22370	518	51	nationally	nationally	ADV
ihlr-22370	518	52	received	receive	VERB
ihlr-22370	518	53	form	form	NOUN
ihlr-22370	518	54	of	of	ADP
ihlr-22370	518	55	payment	payment	NOUN
ihlr-22370	518	56	from	from	ADP
ihlr-22370	518	57	drug	drug	NOUN
ihlr-22370	518	58	companies	company	NOUN
ihlr-22370	518	59	and	and	CCONJ
ihlr-22370	518	60	device	device	NOUN
ihlr-22370	518	61	manufacturers	manufacturer	NOUN
ihlr-22370	518	62	.	.	PUNCT
ihlr-22370	519	1	88	88	NUM
ihlr-22370	519	2	these	these	DET
ihlr-22370	519	3	generally	generally	ADV
ihlr-22370	519	4	lower	low	ADJ
ihlr-22370	519	5	prevalence	prevalence	NOUN
ihlr-22370	519	6	rates	rate	NOUN
ihlr-22370	519	7	(	(	PUNCT
ihlr-22370	519	8	40–50	40–50	NUM
ihlr-22370	519	9	%	%	NOUN
ihlr-22370	519	10	)	)	PUNCT
ihlr-22370	519	11	,	,	PUNCT
ihlr-22370	519	12	based	base	VERB
ihlr-22370	519	13	on	on	ADP
ihlr-22370	519	14	analysis	analysis	NOUN
ihlr-22370	519	15	of	of	ADP
ihlr-22370	519	16	open	open	ADJ
ihlr-22370	519	17	payments	payment	NOUN
ihlr-22370	519	18	database	database	NOUN
ihlr-22370	519	19	records	record	NOUN
ihlr-22370	519	20	,	,	PUNCT
ihlr-22370	519	21	likely	likely	ADV
ihlr-22370	519	22	have	have	VERB
ihlr-22370	519	23	greater	great	ADJ
ihlr-22370	519	24	accuracy	accuracy	NOUN
ihlr-22370	519	25	because	because	SCONJ
ihlr-22370	519	26	of	of	ADP
ihlr-22370	519	27	the	the	DET
ihlr-22370	519	28	sunshine	sunshine	PROPN
ihlr-22370	519	29	act	act	PROPN
ihlr-22370	519	30	’s	’s	PART
ihlr-22370	519	31	inclusion	inclusion	NOUN
ihlr-22370	519	32	of	of	ADP
ihlr-22370	519	33	more	more	ADJ
ihlr-22370	519	34	physicians	physician	NOUN
ihlr-22370	519	35	than	than	ADP
ihlr-22370	519	36	earlier	early	ADJ
ihlr-22370	519	37	disclosure	disclosure	NOUN
ihlr-22370	519	38	programs	program	NOUN
ihlr-22370	519	39	and	and	CCONJ
ihlr-22370	519	40	surveys	survey	NOUN
ihlr-22370	519	41	.	.	PUNCT
ihlr-22370	520	1	the	the	DET
ihlr-22370	520	2	lower	low	ADJ
ihlr-22370	520	3	prevalence	prevalence	NOUN
ihlr-22370	520	4	rates	rate	NOUN
ihlr-22370	520	5	likely	likely	ADV
ihlr-22370	520	6	also	also	ADV
ihlr-22370	520	7	reflect	reflect	VERB
ihlr-22370	520	8	changing	change	VERB
ihlr-22370	520	9	industry	industry	NOUN
ihlr-22370	520	10	practices	practice	NOUN
ihlr-22370	520	11	.	.	PUNCT
ihlr-22370	521	1	to	to	PART
ihlr-22370	521	2	avoid	avoid	VERB
ihlr-22370	521	3	increased	increase	VERB
ihlr-22370	521	4	public	public	ADJ
ihlr-22370	521	5	scrutiny	scrutiny	NOUN
ihlr-22370	521	6	,	,	PUNCT
ihlr-22370	521	7	manufacturers	manufacturer	NOUN
ihlr-22370	521	8	may	may	AUX
ihlr-22370	521	9	have	have	AUX
ihlr-22370	521	10	ended	end	VERB
ihlr-22370	521	11	certain	certain	ADJ
ihlr-22370	521	12	payments	payment	NOUN
ihlr-22370	521	13	to	to	ADP
ihlr-22370	521	14	physicians	physician	NOUN
ihlr-22370	521	15	in	in	ADP
ihlr-22370	521	16	anticipation	anticipation	NOUN
ihlr-22370	521	17	of	of	ADP
ihlr-22370	521	18	the	the	DET
ihlr-22370	521	19	sunshine	sunshine	PROPN
ihlr-22370	521	20	act	act	PROPN
ihlr-22370	521	21	’s	’s	PART
ihlr-22370	521	22	implementation	implementation	NOUN
ihlr-22370	521	23	.	.	PUNCT
ihlr-22370	522	1	likewise	likewise	ADV
ihlr-22370	522	2	,	,	PUNCT
ihlr-22370	522	3	physicians	physician	NOUN
ihlr-22370	522	4	may	may	AUX
ihlr-22370	522	5	have	have	AUX
ihlr-22370	522	6	started	start	VERB
ihlr-22370	522	7	to	to	PART
ihlr-22370	522	8	decline	decline	VERB
ihlr-22370	522	9	transaction	transaction	NOUN
ihlr-22370	522	10	opportunities	opportunity	NOUN
ihlr-22370	522	11	.	.	PUNCT
ihlr-22370	523	1	nonetheless	nonetheless	ADV
ihlr-22370	523	2	,	,	PUNCT
ihlr-22370	523	3	in	in	ADP
ihlr-22370	523	4	the	the	DET
ihlr-22370	523	5	2013–2016	2013–2016	NUM
ihlr-22370	523	6	data	datum	NOUN
ihlr-22370	523	7	in	in	ADP
ihlr-22370	523	8	the	the	DET
ihlr-22370	523	9	open	open	ADJ
ihlr-22370	523	10	payments	payment	NOUN
ihlr-22370	523	11	database	database	NOUN
ihlr-22370	523	12	,	,	PUNCT
ihlr-22370	523	13	there	there	PRON
ihlr-22370	523	14	is	be	VERB
ihlr-22370	523	15	no	no	DET
ihlr-22370	523	16	indication	indication	NOUN
ihlr-22370	523	17	of	of	ADP
ihlr-22370	523	18	major	major	ADJ
ihlr-22370	523	19	changes	change	NOUN
ihlr-22370	523	20	year	year	NOUN
ihlr-22370	523	21	-	-	PUNCT
ihlr-22370	523	22	to	to	ADP
ihlr-22370	523	23	-	-	PUNCT
ihlr-22370	523	24	year	year	NOUN
ihlr-22370	523	25	in	in	ADP
ihlr-22370	523	26	terms	term	NOUN
ihlr-22370	523	27	of	of	ADP
ihlr-22370	523	28	number	number	NOUN
ihlr-22370	523	29	of	of	ADP
ihlr-22370	523	30	physicians	physician	NOUN
ihlr-22370	523	31	reported	report	VERB
ihlr-22370	523	32	or	or	CCONJ
ihlr-22370	523	33	overall	overall	ADJ
ihlr-22370	523	34	general	general	ADJ
ihlr-22370	523	35	payments	payment	NOUN
ihlr-22370	523	36	spending	spending	NOUN
ihlr-22370	523	37	,	,	PUNCT
ihlr-22370	523	38	suggesting	suggest	VERB
ihlr-22370	523	39	that	that	SCONJ
ihlr-22370	523	40	any	any	DET
ihlr-22370	523	41	such	such	ADJ
ihlr-22370	523	42	blanket	blanket	NOUN
ihlr-22370	523	43	deterrence	deterrence	NOUN
ihlr-22370	523	44	more89	more89	NOUN
ihlr-22370	523	45	85	85	NUM
ihlr-22370	523	46	.	.	PUNCT
ihlr-22370	524	1	eric	eric	PROPN
ihlr-22370	524	2	g.	g.	PROPN
ihlr-22370	524	3	campbell	campbell	PROPN
ihlr-22370	524	4	et	et	PROPN
ihlr-22370	524	5	al	al	PROPN
ihlr-22370	524	6	.	.	PROPN
ihlr-22370	524	7	,	,	PUNCT
ihlr-22370	524	8	a	a	DET
ihlr-22370	524	9	national	national	ADJ
ihlr-22370	524	10	survey	survey	NOUN
ihlr-22370	524	11	of	of	ADP
ihlr-22370	524	12	physician	physician	NOUN
ihlr-22370	524	13	-	-	PUNCT
ihlr-22370	524	14	industry	industry	NOUN
ihlr-22370	524	15	relationship	relationship	NOUN
ihlr-22370	524	16	,	,	PUNCT
ihlr-22370	524	17	356	356	NUM
ihlr-22370	524	18	new	new	ADJ
ihlr-22370	524	19	eng	eng	PROPN
ihlr-22370	524	20	.	.	PUNCT
ihlr-22370	524	21	j.	j.	PROPN
ihlr-22370	524	22	med	med	PROPN
ihlr-22370	524	23	.	.	PROPN
ihlr-22370	524	24	1742	1742	NUM
ihlr-22370	524	25	,	,	PUNCT
ihlr-22370	524	26	1742	1742	NUM
ihlr-22370	524	27	(	(	PUNCT
ihlr-22370	524	28	2007	2007	NUM
ihlr-22370	524	29	)	)	PUNCT
ihlr-22370	524	30	.	.	PUNCT
ihlr-22370	525	1	86	86	NUM
ihlr-22370	525	2	.	.	PUNCT
ihlr-22370	526	1	see	see	VERB
ihlr-22370	526	2	aaron	aaron	PROPN
ihlr-22370	526	3	kesselheim	kesselheim	PROPN
ihlr-22370	526	4	et	et	PROPN
ihlr-22370	526	5	al	al	PROPN
ihlr-22370	526	6	.	.	PROPN
ihlr-22370	526	7	,	,	PUNCT
ihlr-22370	526	8	distribution	distribution	NOUN
ihlr-22370	526	9	of	of	ADP
ihlr-22370	526	10	industry	industry	NOUN
ihlr-22370	526	11	payments	payment	NOUN
ihlr-22370	526	12	to	to	ADP
ihlr-22370	526	13	massachusetts	massachusetts	PROPN
ihlr-22370	526	14	physicians	physician	NOUN
ihlr-22370	526	15	,	,	PUNCT
ihlr-22370	526	16	368	368	NUM
ihlr-22370	526	17	new	new	PROPN
ihlr-22370	526	18	eng	eng	PROPN
ihlr-22370	526	19	.	.	PUNCT
ihlr-22370	527	1	j.	j.	PROPN
ihlr-22370	527	2	med	med	PROPN
ihlr-22370	527	3	.	.	PROPN
ihlr-22370	528	1	2049	2049	NUM
ihlr-22370	528	2	,	,	PUNCT
ihlr-22370	528	3	2049	2049	NUM
ihlr-22370	528	4	(	(	PUNCT
ihlr-22370	528	5	2013	2013	NUM
ihlr-22370	528	6	)	)	PUNCT
ihlr-22370	528	7	(	(	PUNCT
ihlr-22370	528	8	citing	cite	VERB
ihlr-22370	528	9	surveys	survey	NOUN
ihlr-22370	528	10	that	that	PRON
ihlr-22370	528	11	indicate	indicate	VERB
ihlr-22370	528	12	about	about	ADP
ihlr-22370	528	13	83	83	NUM
ihlr-22370	528	14	%	%	NOUN
ihlr-22370	528	15	of	of	ADP
ihlr-22370	528	16	physicians	physician	NOUN
ihlr-22370	528	17	received	receive	VERB
ihlr-22370	528	18	industry	industry	NOUN
ihlr-22370	528	19	gifts	gift	NOUN
ihlr-22370	528	20	in	in	ADP
ihlr-22370	528	21	2004	2004	NUM
ihlr-22370	528	22	and	and	CCONJ
ihlr-22370	528	23	about	about	ADV
ihlr-22370	528	24	71	71	NUM
ihlr-22370	528	25	%	%	NOUN
ihlr-22370	528	26	in	in	ADP
ihlr-22370	528	27	2009	2009	NUM
ihlr-22370	528	28	)	)	PUNCT
ihlr-22370	528	29	.	.	PUNCT
ihlr-22370	529	1	87	87	NUM
ihlr-22370	529	2	.	.	PUNCT
ihlr-22370	530	1	deborah	deborah	PROPN
ihlr-22370	530	2	c.	c.	PROPN
ihlr-22370	530	3	marshall	marshall	PROPN
ihlr-22370	530	4	et	et	PROPN
ihlr-22370	530	5	al	al	PROPN
ihlr-22370	530	6	.	.	PROPN
ihlr-22370	530	7	,	,	PUNCT
ihlr-22370	530	8	disclosure	disclosure	NOUN
ihlr-22370	530	9	of	of	ADP
ihlr-22370	530	10	industry	industry	NOUN
ihlr-22370	530	11	payments	payment	NOUN
ihlr-22370	530	12	to	to	ADP
ihlr-22370	530	13	physicians	physician	NOUN
ihlr-22370	530	14	:	:	PUNCT
ihlr-22370	530	15	an	an	DET
ihlr-22370	530	16	epidemiologic	epidemiologic	ADJ
ihlr-22370	530	17	analysis	analysis	NOUN
ihlr-22370	530	18	of	of	ADP
ihlr-22370	530	19	early	early	ADJ
ihlr-22370	530	20	data	datum	NOUN
ihlr-22370	530	21	from	from	ADP
ihlr-22370	530	22	the	the	DET
ihlr-22370	530	23	open	open	ADJ
ihlr-22370	530	24	payments	payment	NOUN
ihlr-22370	530	25	program	program	NOUN
ihlr-22370	530	26	,	,	PUNCT
ihlr-22370	530	27	91	91	NUM
ihlr-22370	530	28	mayo	mayo	NOUN
ihlr-22370	530	29	clinic	clinic	PROPN
ihlr-22370	530	30	proc	proc	PROPN
ihlr-22370	530	31	.	.	PUNCT
ihlr-22370	531	1	84	84	NUM
ihlr-22370	531	2	,	,	PUNCT
ihlr-22370	531	3	93	93	NUM
ihlr-22370	531	4	(	(	PUNCT
ihlr-22370	531	5	2016	2016	NUM
ihlr-22370	531	6	)	)	PUNCT
ihlr-22370	531	7	.	.	PUNCT
ihlr-22370	532	1	88	88	NUM
ihlr-22370	532	2	.	.	PUNCT
ihlr-22370	533	1	tringale	tringale	NOUN
ihlr-22370	533	2	,	,	PUNCT
ihlr-22370	533	3	supra	supra	PROPN
ihlr-22370	533	4	note	note	NOUN
ihlr-22370	533	5	3	3	NUM
ihlr-22370	533	6	,	,	PUNCT
ihlr-22370	533	7	at	at	ADP
ihlr-22370	533	8	1774	1774	NUM
ihlr-22370	533	9	.	.	PUNCT
ihlr-22370	534	1	89	89	NUM
ihlr-22370	534	2	.	.	PUNCT
ihlr-22370	535	1	the	the	DET
ihlr-22370	535	2	open	open	ADJ
ihlr-22370	535	3	payments	payment	NOUN
ihlr-22370	535	4	database	database	NOUN
ihlr-22370	535	5	contains	contain	VERB
ihlr-22370	535	6	only	only	ADV
ihlr-22370	535	7	five	five	NUM
ihlr-22370	535	8	months	month	NOUN
ihlr-22370	535	9	of	of	ADP
ihlr-22370	535	10	reported	report	VERB
ihlr-22370	535	11	data	datum	NOUN
ihlr-22370	535	12	for	for	ADP
ihlr-22370	535	13	2013	2013	NUM
ihlr-22370	535	14	.	.	PUNCT
ihlr-22370	536	1	as	as	ADP
ihlr-22370	536	2	for	for	ADP
ihlr-22370	536	3	full	full	ADJ
ihlr-22370	536	4	year	year	NOUN
ihlr-22370	536	5	comparisons	comparison	NOUN
ihlr-22370	536	6	,	,	PUNCT
ihlr-22370	536	7	for	for	ADP
ihlr-22370	536	8	2014	2014	NUM
ihlr-22370	536	9	the	the	DET
ihlr-22370	536	10	open	open	ADJ
ihlr-22370	536	11	payments	payment	NOUN
ihlr-22370	536	12	database	database	NOUN
ihlr-22370	536	13	shows	show	VERB
ihlr-22370	536	14	$	$	SYM
ihlr-22370	536	15	2.68	2.68	NUM
ihlr-22370	536	16	billion	billion	NUM
ihlr-22370	536	17	in	in	ADP
ihlr-22370	536	18	general	general	ADJ
ihlr-22370	536	19	payments	payment	NOUN
ihlr-22370	536	20	,	,	PUNCT
ihlr-22370	536	21	$	$	SYM
ihlr-22370	536	22	4.07	4.07	NUM
ihlr-22370	536	23	billion	billion	NUM
ihlr-22370	536	24	in	in	ADP
ihlr-22370	536	25	research	research	NOUN
ihlr-22370	536	26	payments	payment	NOUN
ihlr-22370	536	27	,	,	PUNCT
ihlr-22370	536	28	with	with	ADP
ihlr-22370	536	29	a	a	DET
ihlr-22370	536	30	combined	combined	ADJ
ihlr-22370	536	31	total	total	NOUN
ihlr-22370	536	32	of	of	ADP
ihlr-22370	536	33	$	$	SYM
ihlr-22370	536	34	6.75	6.75	NUM
ihlr-22370	536	35	billion	billion	NUM
ihlr-22370	536	36	.	.	PUNCT
ihlr-22370	537	1	for	for	ADP
ihlr-22370	537	2	2015	2015	NUM
ihlr-22370	537	3	,	,	PUNCT
ihlr-22370	537	4	there	there	PRON
ihlr-22370	537	5	were	be	VERB
ihlr-22370	537	6	$	$	SYM
ihlr-22370	537	7	2.68	2.68	NUM
ihlr-22370	537	8	billion	billion	NUM
ihlr-22370	537	9	in	in	ADP
ihlr-22370	537	10	general	general	ADJ
ihlr-22370	537	11	payments	payment	NOUN
ihlr-22370	537	12	,	,	PUNCT
ihlr-22370	537	13	$	$	SYM
ihlr-22370	537	14	4.45	4.45	NUM
ihlr-22370	537	15	billion	billion	NUM
ihlr-22370	537	16	in	in	ADP
ihlr-22370	537	17	research	research	NOUN
ihlr-22370	537	18	payments	payment	NOUN
ihlr-22370	537	19	,	,	PUNCT
ihlr-22370	537	20	with	with	ADP
ihlr-22370	537	21	a	a	DET
ihlr-22370	537	22	combined	combined	ADJ
ihlr-22370	537	23	total	total	NOUN
ihlr-22370	537	24	of	of	ADP
ihlr-22370	537	25	$	$	SYM
ihlr-22370	537	26	7.13	7.13	NUM
ihlr-22370	537	27	billion	billion	NUM
ihlr-22370	537	28	.	.	PUNCT
ihlr-22370	538	1	for	for	ADP
ihlr-22370	538	2	2016	2016	NUM
ihlr-22370	538	3	,	,	PUNCT
ihlr-22370	538	4	there	there	PRON
ihlr-22370	538	5	were	be	VERB
ihlr-22370	538	6	$	$	SYM
ihlr-22370	538	7	2.80	2.80	NUM
ihlr-22370	538	8	billion	billion	NUM
ihlr-22370	538	9	in	in	ADP
ihlr-22370	538	10	general	general	ADJ
ihlr-22370	538	11	payments	payment	NOUN
ihlr-22370	538	12	,	,	PUNCT
ihlr-22370	538	13	$	$	SYM
ihlr-22370	538	14	4.36	4.36	NUM
ihlr-22370	538	15	billion	billion	NUM
ihlr-22370	538	16	in	in	ADP
ihlr-22370	538	17	research	research	NOUN
ihlr-22370	538	18	payments	payment	NOUN
ihlr-22370	538	19	,	,	PUNCT
ihlr-22370	538	20	with	with	ADP
ihlr-22370	538	21	a	a	DET
ihlr-22370	538	22	combined	combined	ADJ
ihlr-22370	538	23	total	total	NOUN
ihlr-22370	538	24	of	of	ADP
ihlr-22370	538	25	$	$	SYM
ihlr-22370	538	26	7.16	7.16	NUM
ihlr-22370	538	27	billion	billion	NUM
ihlr-22370	538	28	.	.	PUNCT
ihlr-22370	539	1	these	these	DET
ihlr-22370	539	2	estimates	estimate	NOUN
ihlr-22370	539	3	refer	refer	VERB
ihlr-22370	539	4	to	to	ADP
ihlr-22370	539	5	payment	payment	NOUN
ihlr-22370	539	6	transfers	transfer	NOUN
ihlr-22370	539	7	and	and	CCONJ
ihlr-22370	539	8	do	do	AUX
ihlr-22370	539	9	not	not	PART
ihlr-22370	539	10	include	include	VERB
ihlr-22370	539	11	ownership	ownership	NOUN
ihlr-22370	539	12	or	or	CCONJ
ihlr-22370	539	13	investment	investment	NOUN
ihlr-22370	539	14	interests	interest	NOUN
ihlr-22370	539	15	held	hold	VERB
ihlr-22370	539	16	by	by	ADP
ihlr-22370	539	17	the	the	DET
ihlr-22370	539	18	physicians	physician	NOUN
ihlr-22370	539	19	and	and	CCONJ
ihlr-22370	539	20	teaching	teaching	NOUN
ihlr-22370	539	21	hospitals	hospital	NOUN
ihlr-22370	539	22	.	.	PUNCT
ihlr-22370	540	1	see	see	VERB
ihlr-22370	540	2	the	the	DET
ihlr-22370	540	3	facts	fact	NOUN
ihlr-22370	540	4	on	on	ADP
ihlr-22370	540	5	open	open	ADJ
ihlr-22370	540	6	payments	payment	NOUN
ihlr-22370	540	7	,	,	PUNCT
ihlr-22370	540	8	summary	summary	NOUN
ihlr-22370	540	9	data	datum	NOUN
ihlr-22370	540	10	,	,	PUNCT
ihlr-22370	540	11	ctrs	ctrs	PROPN
ihlr-22370	540	12	.	.	PROPN
ihlr-22370	541	1	for	for	ADP
ihlr-22370	541	2	medicare	medicare	PROPN
ihlr-22370	541	3	&	&	CCONJ
ihlr-22370	541	4	medicaid	medicaid	PROPN
ihlr-22370	541	5	servs	servs	PROPN
ihlr-22370	541	6	.	.	PUNCT
ihlr-22370	541	7	,	,	PUNCT
ihlr-22370	542	1	https://openpaymentsdata.cms.gov/summary	https://openpaymentsdata.cms.gov/summary	PROPN
ihlr-22370	542	2	[	[	X
ihlr-22370	542	3	https://perma.cc/8w6l-gl6j	https://perma.cc/8w6l-gl6j	NOUN
ihlr-22370	542	4	]	]	PUNCT
ihlr-22370	542	5	.	.	PUNCT
ihlr-22370	543	1	https://doi.org/10.1056/nejmsa064508	https://doi.org/10.1056/nejmsa064508	PROPN
ihlr-22370	543	2	https://doi.org/10.1056/nejmp1302723	https://doi.org/10.1056/nejmp1302723	NOUN
ihlr-22370	543	3	https://doi.org/10.1016/j.mayocp.2015.10.016	https://doi.org/10.1016/j.mayocp.2015.10.016	PROPN
ihlr-22370	543	4	86	86	NUM
ihlr-22370	543	5	indiana	indiana	PROPN
ihlr-22370	543	6	health	health	PROPN
ihlr-22370	543	7	law	law	PROPN
ihlr-22370	543	8	review	review	NOUN
ihlr-22370	544	1	[	[	X
ihlr-22370	544	2	vol	vol	NOUN
ihlr-22370	544	3	.	.	PUNCT
ihlr-22370	545	1	15:67	15:67	NUM
ihlr-22370	545	2	likely	likely	ADV
ihlr-22370	545	3	had	have	VERB
ihlr-22370	545	4	stronger	strong	ADJ
ihlr-22370	545	5	impact	impact	NOUN
ihlr-22370	545	6	in	in	ADP
ihlr-22370	545	7	the	the	DET
ihlr-22370	545	8	run	run	NOUN
ihlr-22370	545	9	-	-	PUNCT
ihlr-22370	545	10	up	up	NOUN
ihlr-22370	545	11	to	to	ADP
ihlr-22370	545	12	the	the	DET
ihlr-22370	545	13	sunshine	sunshine	PROPN
ihlr-22370	545	14	act	act	PROPN
ihlr-22370	545	15	data	datum	NOUN
ihlr-22370	545	16	going	go	VERB
ihlr-22370	545	17	public	public	ADJ
ihlr-22370	545	18	than	than	ADP
ihlr-22370	545	19	afterward	afterward	ADV
ihlr-22370	545	20	.	.	PUNCT
ihlr-22370	546	1	still	still	ADV
ihlr-22370	546	2	,	,	PUNCT
ihlr-22370	546	3	even	even	ADV
ihlr-22370	546	4	with	with	ADP
ihlr-22370	546	5	the	the	DET
ihlr-22370	546	6	somewhat	somewhat	ADV
ihlr-22370	546	7	lower	low	ADJ
ihlr-22370	546	8	prevalence	prevalence	NOUN
ihlr-22370	546	9	rates	rate	NOUN
ihlr-22370	546	10	associated	associate	VERB
ihlr-22370	546	11	with	with	ADP
ihlr-22370	546	12	the	the	DET
ihlr-22370	546	13	open	open	ADJ
ihlr-22370	546	14	payments	payment	NOUN
ihlr-22370	546	15	database	database	NOUN
ihlr-22370	546	16	reviews	review	NOUN
ihlr-22370	546	17	,	,	PUNCT
ihlr-22370	546	18	regulators	regulator	NOUN
ihlr-22370	546	19	still	still	ADV
ihlr-22370	546	20	have	have	VERB
ihlr-22370	546	21	reason	reason	NOUN
ihlr-22370	546	22	for	for	ADP
ihlr-22370	546	23	concern	concern	NOUN
ihlr-22370	546	24	that	that	SCONJ
ihlr-22370	546	25	patients	patient	NOUN
ihlr-22370	546	26	remain	remain	VERB
ihlr-22370	546	27	widely	widely	ADV
ihlr-22370	546	28	exposed	expose	VERB
ihlr-22370	546	29	to	to	ADP
ihlr-22370	546	30	potential	potential	ADJ
ihlr-22370	546	31	financial	financial	ADJ
ihlr-22370	546	32	conflicts	conflict	NOUN
ihlr-22370	546	33	.	.	PUNCT
ihlr-22370	547	1	how	how	SCONJ
ihlr-22370	547	2	often	often	ADV
ihlr-22370	547	3	patients	patient	VERB
ihlr-22370	547	4	encounter	encounter	VERB
ihlr-22370	547	5	physicians	physician	NOUN
ihlr-22370	547	6	with	with	ADP
ihlr-22370	547	7	financial	financial	ADJ
ihlr-22370	547	8	conflicts	conflict	NOUN
ihlr-22370	547	9	does	do	AUX
ihlr-22370	547	10	not	not	PART
ihlr-22370	547	11	necessarily	necessarily	ADV
ihlr-22370	547	12	correlate	correlate	VERB
ihlr-22370	547	13	with	with	ADP
ihlr-22370	547	14	how	how	SCONJ
ihlr-22370	547	15	many	many	ADJ
ihlr-22370	547	16	physicians	physician	NOUN
ihlr-22370	547	17	nationally	nationally	ADV
ihlr-22370	547	18	have	have	AUX
ihlr-22370	547	19	reported	report	VERB
ihlr-22370	547	20	payments	payment	NOUN
ihlr-22370	547	21	.	.	PUNCT
ihlr-22370	548	1	physicians	physician	NOUN
ihlr-22370	548	2	who	who	PRON
ihlr-22370	548	3	accept	accept	VERB
ihlr-22370	548	4	more	more	ADJ
ihlr-22370	548	5	industry	industry	NOUN
ihlr-22370	548	6	payments	payment	NOUN
ihlr-22370	548	7	may	may	AUX
ihlr-22370	548	8	care	care	VERB
ihlr-22370	548	9	for	for	ADP
ihlr-22370	548	10	more	more	ADJ
ihlr-22370	548	11	patients	patient	NOUN
ihlr-22370	548	12	than	than	ADP
ihlr-22370	548	13	those	those	DET
ihlr-22370	548	14	physicians	physician	NOUN
ihlr-22370	548	15	who	who	PRON
ihlr-22370	548	16	do	do	AUX
ihlr-22370	548	17	not	not	PART
ihlr-22370	548	18	accept	accept	VERB
ihlr-22370	548	19	industry	industry	NOUN
ihlr-22370	548	20	payments	payment	NOUN
ihlr-22370	548	21	,	,	PUNCT
ihlr-22370	548	22	or	or	CCONJ
ihlr-22370	548	23	patients	patient	NOUN
ihlr-22370	548	24	may	may	AUX
ihlr-22370	548	25	more	more	ADV
ihlr-22370	548	26	regularly	regularly	ADV
ihlr-22370	548	27	visit	visit	VERB
ihlr-22370	548	28	clinicians	clinician	NOUN
ihlr-22370	548	29	who	who	PRON
ihlr-22370	548	30	practice	practice	VERB
ihlr-22370	548	31	in	in	ADP
ihlr-22370	548	32	specialties	specialty	NOUN
ihlr-22370	548	33	with	with	ADP
ihlr-22370	548	34	greater	great	ADJ
ihlr-22370	548	35	industry	industry	NOUN
ihlr-22370	548	36	influence	influence	NOUN
ihlr-22370	548	37	.	.	PUNCT
ihlr-22370	549	1	researchers	researcher	NOUN
ihlr-22370	549	2	estimated	estimate	VERB
ihlr-22370	549	3	patient	patient	ADJ
ihlr-22370	549	4	exposure	exposure	NOUN
ihlr-22370	549	5	to	to	ADP
ihlr-22370	549	6	physicians	physician	NOUN
ihlr-22370	549	7	with	with	ADP
ihlr-22370	549	8	financial90	financial90	ADJ
ihlr-22370	549	9	conflicts	conflict	NOUN
ihlr-22370	549	10	by	by	ADP
ihlr-22370	549	11	reviewing	review	VERB
ihlr-22370	549	12	a	a	DET
ihlr-22370	549	13	full	full	ADJ
ihlr-22370	549	14	year	year	NOUN
ihlr-22370	549	15	of	of	ADP
ihlr-22370	549	16	open	open	ADJ
ihlr-22370	549	17	payments	payment	NOUN
ihlr-22370	549	18	database	database	NOUN
ihlr-22370	549	19	reports	report	NOUN
ihlr-22370	549	20	,	,	PUNCT
ihlr-22370	549	21	compared	compare	VERB
ihlr-22370	549	22	to	to	ADP
ihlr-22370	549	23	a	a	DET
ihlr-22370	549	24	national	national	ADJ
ihlr-22370	549	25	patient	patient	NOUN
ihlr-22370	549	26	sample	sample	NOUN
ihlr-22370	549	27	group	group	NOUN
ihlr-22370	549	28	’s	’s	PART
ihlr-22370	549	29	physician	physician	NOUN
ihlr-22370	549	30	contacts	contact	NOUN
ihlr-22370	549	31	for	for	ADP
ihlr-22370	549	32	the	the	DET
ihlr-22370	549	33	same	same	ADJ
ihlr-22370	549	34	period	period	NOUN
ihlr-22370	549	35	.	.	PUNCT
ihlr-22370	550	1	they	they	PRON
ihlr-22370	550	2	found	find	VERB
ihlr-22370	550	3	that	that	SCONJ
ihlr-22370	550	4	about	about	ADV
ihlr-22370	550	5	65	65	NUM
ihlr-22370	550	6	%	%	NOUN
ihlr-22370	550	7	of	of	ADP
ihlr-22370	550	8	patients	patient	NOUN
ihlr-22370	550	9	had	have	AUX
ihlr-22370	550	10	seen	see	VERB
ihlr-22370	550	11	a	a	DET
ihlr-22370	550	12	physician	physician	NOUN
ihlr-22370	550	13	in	in	ADP
ihlr-22370	550	14	the	the	DET
ihlr-22370	550	15	measurement	measurement	NOUN
ihlr-22370	550	16	period	period	NOUN
ihlr-22370	550	17	who	who	PRON
ihlr-22370	550	18	had	have	AUX
ihlr-22370	550	19	received	receive	VERB
ihlr-22370	550	20	a	a	DET
ihlr-22370	550	21	reportable	reportable	ADJ
ihlr-22370	550	22	general	general	ADJ
ihlr-22370	550	23	payment	payment	NOUN
ihlr-22370	550	24	from	from	ADP
ihlr-22370	550	25	industry	industry	NOUN
ihlr-22370	550	26	.	.	PUNCT
ihlr-22370	551	1	in	in	ADP
ihlr-22370	551	2	other	other	ADJ
ihlr-22370	551	3	words,91	words,91	PROPN
ihlr-22370	551	4	about	about	ADV
ihlr-22370	551	5	two	two	NUM
ihlr-22370	551	6	-	-	PUNCT
ihlr-22370	551	7	thirds	third	NOUN
ihlr-22370	551	8	of	of	ADP
ihlr-22370	551	9	patients	patient	NOUN
ihlr-22370	551	10	had	have	VERB
ihlr-22370	551	11	contact	contact	NOUN
ihlr-22370	551	12	with	with	ADP
ihlr-22370	551	13	physicians	physician	NOUN
ihlr-22370	551	14	with	with	ADP
ihlr-22370	551	15	industry	industry	NOUN
ihlr-22370	551	16	payments	payment	NOUN
ihlr-22370	551	17	,	,	PUNCT
ihlr-22370	551	18	suggesting	suggest	VERB
ihlr-22370	551	19	patient	patient	ADJ
ihlr-22370	551	20	exposure	exposure	NOUN
ihlr-22370	551	21	to	to	ADP
ihlr-22370	551	22	physicians	physician	NOUN
ihlr-22370	551	23	under	under	ADP
ihlr-22370	551	24	industry	industry	NOUN
ihlr-22370	551	25	influence	influence	NOUN
ihlr-22370	551	26	remains	remain	VERB
ihlr-22370	551	27	quite	quite	ADV
ihlr-22370	551	28	broad	broad	ADJ
ihlr-22370	551	29	.	.	PUNCT
ihlr-22370	552	1	b.	b.	NOUN
ihlr-22370	552	2	variation	variation	NOUN
ihlr-22370	552	3	by	by	ADP
ihlr-22370	552	4	physician	physician	NOUN
ihlr-22370	552	5	specialty	specialty	NOUN
ihlr-22370	552	6	industry	industry	NOUN
ihlr-22370	552	7	-	-	PUNCT
ihlr-22370	552	8	medicine	medicine	NOUN
ihlr-22370	552	9	financial	financial	ADJ
ihlr-22370	552	10	ties	tie	NOUN
ihlr-22370	552	11	have	have	AUX
ihlr-22370	552	12	not	not	PART
ihlr-22370	552	13	developed	develop	VERB
ihlr-22370	552	14	uniformly	uniformly	ADV
ihlr-22370	552	15	between	between	ADP
ihlr-22370	552	16	medical	medical	ADJ
ihlr-22370	552	17	fields	field	NOUN
ihlr-22370	552	18	.	.	PUNCT
ihlr-22370	553	1	the	the	DET
ihlr-22370	553	2	open	open	ADJ
ihlr-22370	553	3	payments	payment	NOUN
ihlr-22370	553	4	database	database	NOUN
ihlr-22370	553	5	indicates	indicate	VERB
ihlr-22370	553	6	that	that	SCONJ
ihlr-22370	553	7	tremendous	tremendous	ADJ
ihlr-22370	553	8	specialty	specialty	NOUN
ihlr-22370	553	9	variation	variation	NOUN
ihlr-22370	553	10	exists	exist	VERB
ihlr-22370	553	11	as	as	ADP
ihlr-22370	553	12	to	to	ADP
ihlr-22370	553	13	prevalence	prevalence	NOUN
ihlr-22370	553	14	of	of	ADP
ihlr-22370	553	15	financial	financial	ADJ
ihlr-22370	553	16	relationships	relationship	NOUN
ihlr-22370	553	17	.	.	PUNCT
ihlr-22370	554	1	for	for	ADP
ihlr-22370	554	2	example	example	NOUN
ihlr-22370	554	3	,	,	PUNCT
ihlr-22370	554	4	open	open	ADJ
ihlr-22370	554	5	payments	payment	NOUN
ihlr-22370	554	6	database	database	NOUN
ihlr-22370	554	7	reports	report	VERB
ihlr-22370	554	8	for	for	ADP
ihlr-22370	554	9	august	august	PROPN
ihlr-22370	554	10	1	1	NUM
ihlr-22370	554	11	,	,	PUNCT
ihlr-22370	554	12	2013	2013	NUM
ihlr-22370	554	13	to	to	ADP
ihlr-22370	554	14	december	december	PROPN
ihlr-22370	554	15	31	31	NUM
ihlr-22370	554	16	,	,	PUNCT
ihlr-22370	554	17	2013	2013	NUM
ihlr-22370	554	18	indicate	indicate	VERB
ihlr-22370	554	19	that	that	SCONJ
ihlr-22370	554	20	a	a	DET
ihlr-22370	554	21	large	large	ADJ
ihlr-22370	554	22	number	number	NOUN
ihlr-22370	554	23	of	of	ADP
ihlr-22370	554	24	cardiologists	cardiologist	NOUN
ihlr-22370	554	25	(	(	PUNCT
ihlr-22370	554	26	78	78	NUM
ihlr-22370	554	27	%	%	NOUN
ihlr-22370	554	28	)	)	PUNCT
ihlr-22370	554	29	and	and	CCONJ
ihlr-22370	554	30	gastroenterologists	gastroenterologist	NOUN
ihlr-22370	554	31	(	(	PUNCT
ihlr-22370	554	32	68	68	NUM
ihlr-22370	554	33	%	%	NOUN
ihlr-22370	554	34	)	)	PUNCT
ihlr-22370	554	35	received	receive	VERB
ihlr-22370	554	36	some	some	DET
ihlr-22370	554	37	form	form	NOUN
ihlr-22370	554	38	of	of	ADP
ihlr-22370	554	39	reportable	reportable	ADJ
ihlr-22370	554	40	industry	industry	NOUN
ihlr-22370	554	41	payment	payment	NOUN
ihlr-22370	554	42	.	.	PUNCT
ihlr-22370	555	1	this	this	PRON
ihlr-22370	555	2	contrasts	contrast	VERB
ihlr-22370	555	3	with	with	ADP
ihlr-22370	555	4	primary	primary	ADJ
ihlr-22370	555	5	care92	care92	NOUN
ihlr-22370	555	6	physicians	physician	NOUN
ihlr-22370	555	7	as	as	ADV
ihlr-22370	555	8	less	less	ADJ
ihlr-22370	555	9	than	than	ADP
ihlr-22370	555	10	half	half	NOUN
ihlr-22370	555	11	of	of	ADP
ihlr-22370	555	12	internal	internal	ADJ
ihlr-22370	555	13	medicine	medicine	NOUN
ihlr-22370	555	14	physicians	physician	NOUN
ihlr-22370	555	15	(	(	PUNCT
ihlr-22370	555	16	42	42	NUM
ihlr-22370	555	17	%	%	NOUN
ihlr-22370	555	18	)	)	PUNCT
ihlr-22370	555	19	and	and	CCONJ
ihlr-22370	555	20	pediatricians	pediatrician	NOUN
ihlr-22370	555	21	(	(	PUNCT
ihlr-22370	555	22	23	23	NUM
ihlr-22370	555	23	%	%	NOUN
ihlr-22370	555	24	)	)	PUNCT
ihlr-22370	555	25	had	have	VERB
ihlr-22370	555	26	a	a	DET
ihlr-22370	555	27	reportable	reportable	ADJ
ihlr-22370	555	28	financial	financial	ADJ
ihlr-22370	555	29	relationship	relationship	NOUN
ihlr-22370	555	30	,	,	PUNCT
ihlr-22370	555	31	and	and	CCONJ
ihlr-22370	555	32	a	a	DET
ihlr-22370	555	33	slim	slim	ADJ
ihlr-22370	555	34	majority	majority	NOUN
ihlr-22370	555	35	of	of	ADP
ihlr-22370	555	36	family	family	NOUN
ihlr-22370	555	37	medicine	medicine	NOUN
ihlr-22370	555	38	practitioners	practitioner	NOUN
ihlr-22370	555	39	(	(	PUNCT
ihlr-22370	555	40	55	55	NUM
ihlr-22370	555	41	%	%	NOUN
ihlr-22370	555	42	)	)	PUNCT
ihlr-22370	555	43	received	receive	VERB
ihlr-22370	555	44	some	some	DET
ihlr-22370	555	45	form	form	NOUN
ihlr-22370	555	46	of	of	ADP
ihlr-22370	555	47	reportable	reportable	ADJ
ihlr-22370	555	48	payment	payment	NOUN
ihlr-22370	555	49	.	.	PUNCT
ihlr-22370	556	1	lower	low	ADJ
ihlr-22370	556	2	prevalence	prevalence	NOUN
ihlr-22370	556	3	rates	rate	NOUN
ihlr-22370	556	4	were	be	AUX
ihlr-22370	556	5	not	not	PART
ihlr-22370	556	6	limited	limit	VERB
ihlr-22370	556	7	to	to	ADP
ihlr-22370	556	8	primary	primary	ADJ
ihlr-22370	556	9	care	care	NOUN
ihlr-22370	556	10	fields,93	fields,93	VERB
ihlr-22370	556	11	however	however	ADV
ihlr-22370	556	12	.	.	PUNCT
ihlr-22370	557	1	for	for	ADP
ihlr-22370	557	2	the	the	DET
ihlr-22370	557	3	same	same	ADJ
ihlr-22370	557	4	measurement	measurement	NOUN
ihlr-22370	557	5	period	period	NOUN
ihlr-22370	557	6	,	,	PUNCT
ihlr-22370	557	7	a	a	DET
ihlr-22370	557	8	small	small	ADJ
ihlr-22370	557	9	number	number	NOUN
ihlr-22370	557	10	of	of	ADP
ihlr-22370	557	11	physicians	physician	NOUN
ihlr-22370	557	12	within	within	ADP
ihlr-22370	557	13	the	the	DET
ihlr-22370	557	14	fields	field	NOUN
ihlr-22370	557	15	of	of	ADP
ihlr-22370	557	16	anesthesiology	anesthesiology	NOUN
ihlr-22370	557	17	(	(	PUNCT
ihlr-22370	557	18	22	22	NUM
ihlr-22370	557	19	%	%	NOUN
ihlr-22370	557	20	)	)	PUNCT
ihlr-22370	557	21	,	,	PUNCT
ihlr-22370	557	22	radiology	radiology	NOUN
ihlr-22370	557	23	(	(	PUNCT
ihlr-22370	557	24	17	17	NUM
ihlr-22370	557	25	%	%	NOUN
ihlr-22370	557	26	)	)	PUNCT
ihlr-22370	557	27	,	,	PUNCT
ihlr-22370	557	28	and	and	CCONJ
ihlr-22370	557	29	psychiatry	psychiatry	NOUN
ihlr-22370	557	30	(	(	PUNCT
ihlr-22370	557	31	34	34	NUM
ihlr-22370	557	32	%	%	NOUN
ihlr-22370	557	33	)	)	PUNCT
ihlr-22370	557	34	had	have	VERB
ihlr-22370	557	35	any	any	DET
ihlr-22370	557	36	form	form	NOUN
ihlr-22370	557	37	of	of	ADP
ihlr-22370	557	38	reportable	reportable	ADJ
ihlr-22370	557	39	financial	financial	ADJ
ihlr-22370	557	40	tie	tie	NOUN
ihlr-22370	557	41	.	.	PUNCT
ihlr-22370	558	1	similar	similar	ADJ
ihlr-22370	558	2	trends	trend	NOUN
ihlr-22370	558	3	in	in	ADP
ihlr-22370	558	4	terms	term	NOUN
ihlr-22370	558	5	of	of	ADP
ihlr-22370	558	6	prevalence	prevalence	NOUN
ihlr-22370	558	7	and94	and94	PROPN
ihlr-22370	558	8	specialty	specialty	NOUN
ihlr-22370	558	9	variation	variation	NOUN
ihlr-22370	558	10	were	be	AUX
ihlr-22370	558	11	seen	see	VERB
ihlr-22370	558	12	in	in	ADP
ihlr-22370	558	13	the	the	DET
ihlr-22370	558	14	2015	2015	NUM
ihlr-22370	558	15	open	open	ADJ
ihlr-22370	558	16	payments	payment	NOUN
ihlr-22370	558	17	database	database	NOUN
ihlr-22370	558	18	reports.95	reports.95	NOUN
ihlr-22370	558	19	apart	apart	ADV
ihlr-22370	558	20	from	from	ADP
ihlr-22370	558	21	prevalence	prevalence	NOUN
ihlr-22370	558	22	of	of	ADP
ihlr-22370	558	23	financial	financial	ADJ
ihlr-22370	558	24	ties	tie	NOUN
ihlr-22370	558	25	,	,	PUNCT
ihlr-22370	558	26	how	how	SCONJ
ihlr-22370	558	27	much	much	ADJ
ihlr-22370	558	28	money	money	NOUN
ihlr-22370	558	29	flows	flow	VERB
ihlr-22370	558	30	within	within	ADP
ihlr-22370	558	31	each	each	DET
ihlr-22370	558	32	financial	financial	ADJ
ihlr-22370	558	33	relationship	relationship	NOUN
ihlr-22370	558	34	also	also	ADV
ihlr-22370	558	35	varies	vary	VERB
ihlr-22370	558	36	tremendously	tremendously	ADV
ihlr-22370	558	37	between	between	ADP
ihlr-22370	558	38	physicians	physician	NOUN
ihlr-22370	558	39	in	in	ADP
ihlr-22370	558	40	different	different	ADJ
ihlr-22370	558	41	clinical	clinical	ADJ
ihlr-22370	558	42	fields	field	NOUN
ihlr-22370	558	43	.	.	PUNCT
ihlr-22370	559	1	according	accord	VERB
ihlr-22370	559	2	to	to	ADP
ihlr-22370	559	3	open	open	ADJ
ihlr-22370	559	4	payments	payment	NOUN
ihlr-22370	559	5	database	database	NOUN
ihlr-22370	559	6	reports	report	VERB
ihlr-22370	559	7	for	for	ADP
ihlr-22370	559	8	the	the	DET
ihlr-22370	559	9	last	last	ADJ
ihlr-22370	559	10	five	five	NUM
ihlr-22370	559	11	months	month	NOUN
ihlr-22370	559	12	of	of	ADP
ihlr-22370	559	13	2013	2013	NUM
ihlr-22370	559	14	,	,	PUNCT
ihlr-22370	559	15	the	the	DET
ihlr-22370	559	16	mean	mean	ADJ
ihlr-22370	559	17	value	value	NOUN
ihlr-22370	559	18	of	of	ADP
ihlr-22370	559	19	general	general	ADJ
ihlr-22370	559	20	payments	payment	NOUN
ihlr-22370	559	21	(	(	PUNCT
ihlr-22370	559	22	excluding	exclude	VERB
ihlr-22370	559	23	research	research	NOUN
ihlr-22370	559	24	90	90	NUM
ihlr-22370	559	25	.	.	PUNCT
ihlr-22370	560	1	pham	pham	PROPN
ihlr-22370	560	2	-	-	PUNCT
ihlr-22370	560	3	kanter	kanter	PROPN
ihlr-22370	560	4	,	,	PUNCT
ihlr-22370	560	5	supra	supra	PROPN
ihlr-22370	560	6	note	note	PROPN
ihlr-22370	560	7	4	4	NUM
ihlr-22370	560	8	,	,	PUNCT
ihlr-22370	560	9	at	at	ADP
ihlr-22370	560	10	768	768	NUM
ihlr-22370	560	11	.	.	PUNCT
ihlr-22370	560	12	91	91	NUM
ihlr-22370	560	13	.	.	PUNCT
ihlr-22370	561	1	i	i	PRON
ihlr-22370	561	2	d.	d.	PROPN
ihlr-22370	561	3	at	at	ADP
ihlr-22370	561	4	769	769	NUM
ihlr-22370	561	5	.	.	PUNCT
ihlr-22370	561	6	92	92	NUM
ihlr-22370	561	7	.	.	PUNCT
ihlr-22370	562	1	marshall	marshall	PROPN
ihlr-22370	562	2	,	,	PUNCT
ihlr-22370	562	3	supra	supra	PROPN
ihlr-22370	562	4	note	note	PROPN
ihlr-22370	562	5	87	87	NUM
ihlr-22370	562	6	,	,	PUNCT
ihlr-22370	562	7	at	at	ADP
ihlr-22370	562	8	88	88	NUM
ihlr-22370	562	9	.	.	PUNCT
ihlr-22370	563	1	93	93	NUM
ihlr-22370	563	2	.	.	PUNCT
ihlr-22370	564	1	i	i	PRON
ihlr-22370	564	2	d.	d.	PROPN
ihlr-22370	564	3	94	94	NUM
ihlr-22370	564	4	.	.	PUNCT
ihlr-22370	565	1	i	i	PRON
ihlr-22370	565	2	d.	d.	PROPN
ihlr-22370	565	3	95	95	NUM
ihlr-22370	565	4	.	.	PUNCT
ihlr-22370	566	1	see	see	VERB
ihlr-22370	566	2	tringale	tringale	NOUN
ihlr-22370	566	3	,	,	PUNCT
ihlr-22370	566	4	supra	supra	PROPN
ihlr-22370	566	5	note	note	NOUN
ihlr-22370	566	6	3	3	NUM
ihlr-22370	566	7	,	,	PUNCT
ihlr-22370	566	8	at	at	ADP
ihlr-22370	566	9	1774	1774	NUM
ihlr-22370	566	10	.	.	PUNCT
ihlr-22370	567	1	2018	2018	NUM
ihlr-22370	567	2	]	]	PUNCT
ihlr-22370	567	3	financial	financial	ADJ
ihlr-22370	567	4	conflicts	conflict	NOUN
ihlr-22370	567	5	in	in	ADP
ihlr-22370	567	6	the	the	DET
ihlr-22370	567	7	new	new	ADJ
ihlr-22370	567	8	era	era	NOUN
ihlr-22370	567	9	of	of	ADP
ihlr-22370	567	10	sunshine	sunshine	ADJ
ihlr-22370	567	11	87	87	NUM
ihlr-22370	567	12	payments	payment	NOUN
ihlr-22370	567	13	)	)	PUNCT
ihlr-22370	567	14	per	per	ADP
ihlr-22370	567	15	surgeon	surgeon	NOUN
ihlr-22370	567	16	(	(	PUNCT
ihlr-22370	567	17	$	$	SYM
ihlr-22370	567	18	2383	2383	NUM
ihlr-22370	567	19	)	)	PUNCT
ihlr-22370	567	20	was	be	AUX
ihlr-22370	567	21	more	more	ADJ
ihlr-22370	567	22	than	than	ADP
ihlr-22370	567	23	twice	twice	ADV
ihlr-22370	567	24	as	as	ADV
ihlr-22370	567	25	much	much	ADJ
ihlr-22370	567	26	as	as	SCONJ
ihlr-22370	567	27	reported	report	VERB
ihlr-22370	567	28	for	for	ADP
ihlr-22370	567	29	physicians	physician	NOUN
ihlr-22370	567	30	in	in	ADP
ihlr-22370	567	31	general	general	ADJ
ihlr-22370	567	32	medical	medical	ADJ
ihlr-22370	567	33	specialties	specialty	NOUN
ihlr-22370	567	34	(	(	PUNCT
ihlr-22370	567	35	$	$	SYM
ihlr-22370	567	36	976	976	NUM
ihlr-22370	567	37	)	)	PUNCT
ihlr-22370	567	38	.	.	PUNCT
ihlr-22370	568	1	analysis	analysis	NOUN
ihlr-22370	568	2	of	of	ADP
ihlr-22370	568	3	the	the	DET
ihlr-22370	568	4	2015	2015	NUM
ihlr-22370	568	5	open96	open96	NOUN
ihlr-22370	568	6	payments	payment	NOUN
ihlr-22370	568	7	database	database	NOUN
ihlr-22370	568	8	information	information	NOUN
ihlr-22370	568	9	revealed	reveal	VERB
ihlr-22370	568	10	similar	similar	ADJ
ihlr-22370	568	11	trends	trend	NOUN
ihlr-22370	568	12	,	,	PUNCT
ihlr-22370	568	13	with	with	ADP
ihlr-22370	568	14	surgeons	surgeon	NOUN
ihlr-22370	568	15	more	more	ADV
ihlr-22370	568	16	likely	likely	ADV
ihlr-22370	568	17	receiving	receive	VERB
ihlr-22370	568	18	industry	industry	NOUN
ihlr-22370	568	19	payments	payment	NOUN
ihlr-22370	568	20	and	and	CCONJ
ihlr-22370	568	21	of	of	ADP
ihlr-22370	568	22	higher	high	ADJ
ihlr-22370	568	23	value	value	NOUN
ihlr-22370	568	24	per	per	ADP
ihlr-22370	568	25	physician	physician	NOUN
ihlr-22370	568	26	than	than	ADP
ihlr-22370	568	27	primary	primary	ADJ
ihlr-22370	568	28	care	care	NOUN
ihlr-22370	568	29	physicians.97	physicians.97	PROPN
ihlr-22370	568	30	orthopedic	orthopedic	ADJ
ihlr-22370	568	31	surgeons	surgeon	NOUN
ihlr-22370	568	32	are	be	AUX
ihlr-22370	568	33	at	at	ADP
ihlr-22370	568	34	the	the	DET
ihlr-22370	568	35	top	top	NOUN
ihlr-22370	568	36	in	in	ADP
ihlr-22370	568	37	terms	term	NOUN
ihlr-22370	568	38	of	of	ADP
ihlr-22370	568	39	lucrative	lucrative	ADJ
ihlr-22370	568	40	financial	financial	ADJ
ihlr-22370	568	41	ties	tie	NOUN
ihlr-22370	568	42	with	with	ADP
ihlr-22370	568	43	industry	industry	NOUN
ihlr-22370	568	44	.	.	PUNCT
ihlr-22370	569	1	for	for	ADP
ihlr-22370	569	2	the	the	DET
ihlr-22370	569	3	reporting	reporting	NOUN
ihlr-22370	569	4	period	period	NOUN
ihlr-22370	569	5	from	from	ADP
ihlr-22370	569	6	august	august	PROPN
ihlr-22370	569	7	1	1	NUM
ihlr-22370	569	8	,	,	PUNCT
ihlr-22370	569	9	2013	2013	NUM
ihlr-22370	569	10	,	,	PUNCT
ihlr-22370	569	11	through	through	ADP
ihlr-22370	569	12	december	december	PROPN
ihlr-22370	569	13	31	31	NUM
ihlr-22370	569	14	,	,	PUNCT
ihlr-22370	569	15	2013	2013	NUM
ihlr-22370	569	16	,	,	PUNCT
ihlr-22370	569	17	the	the	DET
ihlr-22370	569	18	mean	mean	ADJ
ihlr-22370	569	19	value	value	NOUN
ihlr-22370	569	20	of	of	ADP
ihlr-22370	569	21	general	general	ADJ
ihlr-22370	569	22	payments	payment	NOUN
ihlr-22370	569	23	per	per	ADP
ihlr-22370	569	24	orthopedic	orthopedic	ADJ
ihlr-22370	569	25	surgeon	surgeon	NOUN
ihlr-22370	569	26	was	be	AUX
ihlr-22370	569	27	$	$	SYM
ihlr-22370	569	28	7114	7114	NUM
ihlr-22370	569	29	,	,	PUNCT
ihlr-22370	569	30	the	the	DET
ihlr-22370	569	31	highest	high	ADJ
ihlr-22370	569	32	among	among	ADP
ihlr-22370	569	33	all	all	DET
ihlr-22370	569	34	physician	physician	NOUN
ihlr-22370	569	35	groups	group	NOUN
ihlr-22370	569	36	,	,	PUNCT
ihlr-22370	569	37	and	and	CCONJ
ihlr-22370	569	38	driven	drive	VERB
ihlr-22370	569	39	largely	largely	ADV
ihlr-22370	569	40	by	by	ADP
ihlr-22370	569	41	the	the	DET
ihlr-22370	569	42	high	high	ADJ
ihlr-22370	569	43	value	value	NOUN
ihlr-22370	569	44	of	of	ADP
ihlr-22370	569	45	royalty	royalty	NOUN
ihlr-22370	569	46	and	and	CCONJ
ihlr-22370	569	47	license	license	NOUN
ihlr-22370	569	48	payments	payment	NOUN
ihlr-22370	569	49	.	.	PUNCT
ihlr-22370	570	1	the	the	DET
ihlr-22370	570	2	mean	mean	ADJ
ihlr-22370	570	3	value	value	NOUN
ihlr-22370	570	4	of	of	ADP
ihlr-22370	570	5	general	general	ADJ
ihlr-22370	570	6	payments	payment	NOUN
ihlr-22370	570	7	per98	per98	PROPN
ihlr-22370	570	8	practitioner	practitioner	NOUN
ihlr-22370	570	9	was	be	AUX
ihlr-22370	570	10	also	also	ADV
ihlr-22370	570	11	relatively	relatively	ADV
ihlr-22370	570	12	large	large	ADJ
ihlr-22370	570	13	in	in	ADP
ihlr-22370	570	14	interventional	interventional	ADJ
ihlr-22370	570	15	specialties	specialty	NOUN
ihlr-22370	570	16	such	such	ADJ
ihlr-22370	570	17	as	as	ADP
ihlr-22370	570	18	cardiology	cardiology	NOUN
ihlr-22370	570	19	(	(	PUNCT
ihlr-22370	570	20	$	$	SYM
ihlr-22370	570	21	1866	1866	NUM
ihlr-22370	570	22	)	)	PUNCT
ihlr-22370	570	23	.	.	PUNCT
ihlr-22370	571	1	but	but	CCONJ
ihlr-22370	571	2	certain	certain	ADJ
ihlr-22370	571	3	primary	primary	ADJ
ihlr-22370	571	4	medical	medical	ADJ
ihlr-22370	571	5	specialties	specialty	NOUN
ihlr-22370	571	6	attracted	attract	VERB
ihlr-22370	571	7	much99	much99	X
ihlr-22370	571	8	lower	low	ADJ
ihlr-22370	571	9	overall	overall	ADJ
ihlr-22370	571	10	value	value	NOUN
ihlr-22370	571	11	of	of	ADP
ihlr-22370	571	12	payments	payment	NOUN
ihlr-22370	571	13	.	.	PUNCT
ihlr-22370	572	1	family	family	NOUN
ihlr-22370	572	2	medicine	medicine	NOUN
ihlr-22370	572	3	practitioners	practitioner	NOUN
ihlr-22370	572	4	,	,	PUNCT
ihlr-22370	572	5	pediatricians	pediatrician	NOUN
ihlr-22370	572	6	,	,	PUNCT
ihlr-22370	572	7	and	and	CCONJ
ihlr-22370	572	8	obstetrics	obstetric	NOUN
ihlr-22370	572	9	and	and	CCONJ
ihlr-22370	572	10	gynecology	gynecology	NOUN
ihlr-22370	572	11	physicians	physician	NOUN
ihlr-22370	572	12	,	,	PUNCT
ihlr-22370	572	13	for	for	ADP
ihlr-22370	572	14	example	example	NOUN
ihlr-22370	572	15	,	,	PUNCT
ihlr-22370	572	16	had	have	VERB
ihlr-22370	572	17	less	less	ADJ
ihlr-22370	572	18	than	than	ADP
ihlr-22370	572	19	$	$	SYM
ihlr-22370	572	20	500	500	NUM
ihlr-22370	572	21	as	as	ADP
ihlr-22370	572	22	the	the	DET
ihlr-22370	572	23	mean	mean	ADJ
ihlr-22370	572	24	value	value	NOUN
ihlr-22370	572	25	of	of	ADP
ihlr-22370	572	26	general	general	ADJ
ihlr-22370	572	27	payments	payment	NOUN
ihlr-22370	572	28	per	per	ADP
ihlr-22370	572	29	physician	physician	NOUN
ihlr-22370	572	30	.	.	PUNCT
ihlr-22370	573	1	meanwhile	meanwhile	ADV
ihlr-22370	573	2	,	,	PUNCT
ihlr-22370	573	3	a	a	DET
ihlr-22370	573	4	specialty	specialty	NOUN
ihlr-22370	573	5	like100	like100	PROPN
ihlr-22370	573	6	neurology	neurology	NOUN
ihlr-22370	573	7	had	have	VERB
ihlr-22370	573	8	relatively	relatively	ADV
ihlr-22370	573	9	average	average	ADJ
ihlr-22370	573	10	rates	rate	NOUN
ihlr-22370	573	11	of	of	ADP
ihlr-22370	573	12	physicians	physician	NOUN
ihlr-22370	573	13	having	have	VERB
ihlr-22370	573	14	any	any	DET
ihlr-22370	573	15	form	form	NOUN
ihlr-22370	573	16	of	of	ADP
ihlr-22370	573	17	financial	financial	ADJ
ihlr-22370	573	18	relationship	relationship	NOUN
ihlr-22370	573	19	(	(	PUNCT
ihlr-22370	573	20	49	49	NUM
ihlr-22370	573	21	%	%	NOUN
ihlr-22370	573	22	)	)	PUNCT
ihlr-22370	573	23	,	,	PUNCT
ihlr-22370	573	24	yet	yet	CCONJ
ihlr-22370	573	25	the	the	DET
ihlr-22370	573	26	dollar	dollar	NOUN
ihlr-22370	573	27	amounts	amount	NOUN
ihlr-22370	573	28	attracted	attract	VERB
ihlr-22370	573	29	by	by	ADP
ihlr-22370	573	30	those	those	DET
ihlr-22370	573	31	physicians	physician	NOUN
ihlr-22370	573	32	were	be	AUX
ihlr-22370	573	33	still	still	ADV
ihlr-22370	573	34	relatively	relatively	ADV
ihlr-22370	573	35	large	large	ADJ
ihlr-22370	573	36	(	(	PUNCT
ihlr-22370	573	37	$	$	SYM
ihlr-22370	573	38	2342	2342	NUM
ihlr-22370	573	39	mean	mean	NOUN
ihlr-22370	573	40	value	value	NOUN
ihlr-22370	573	41	of	of	ADP
ihlr-22370	573	42	general	general	ADJ
ihlr-22370	573	43	payments	payment	NOUN
ihlr-22370	573	44	per	per	ADP
ihlr-22370	573	45	physician).101	physician).101	PROPN
ihlr-22370	573	46	thus	thus	ADV
ihlr-22370	573	47	,	,	PUNCT
ihlr-22370	573	48	the	the	DET
ihlr-22370	573	49	open	open	ADJ
ihlr-22370	573	50	payments	payment	NOUN
ihlr-22370	573	51	database	database	NOUN
ihlr-22370	573	52	has	have	AUX
ihlr-22370	573	53	revealed	reveal	VERB
ihlr-22370	573	54	considerable	considerable	ADJ
ihlr-22370	573	55	specialty	specialty	NOUN
ihlr-22370	573	56	variation	variation	NOUN
ihlr-22370	573	57	across	across	ADP
ihlr-22370	573	58	several	several	ADJ
ihlr-22370	573	59	dimensions	dimension	NOUN
ihlr-22370	573	60	with	with	ADP
ihlr-22370	573	61	regard	regard	NOUN
ihlr-22370	573	62	to	to	ADP
ihlr-22370	573	63	financial	financial	ADJ
ihlr-22370	573	64	relationships	relationship	NOUN
ihlr-22370	573	65	.	.	PUNCT
ihlr-22370	574	1	in	in	ADP
ihlr-22370	574	2	some	some	DET
ihlr-22370	574	3	clinical	clinical	ADJ
ihlr-22370	574	4	fields	field	NOUN
ihlr-22370	574	5	,	,	PUNCT
ihlr-22370	574	6	like	like	ADP
ihlr-22370	574	7	orthopedic	orthopedic	ADJ
ihlr-22370	574	8	surgery	surgery	NOUN
ihlr-22370	574	9	,	,	PUNCT
ihlr-22370	574	10	a	a	DET
ihlr-22370	574	11	large	large	ADJ
ihlr-22370	574	12	number	number	NOUN
ihlr-22370	574	13	of	of	ADP
ihlr-22370	574	14	physicians	physician	NOUN
ihlr-22370	574	15	have	have	VERB
ihlr-22370	574	16	some	some	DET
ihlr-22370	574	17	form	form	NOUN
ihlr-22370	574	18	of	of	ADP
ihlr-22370	574	19	financial	financial	ADJ
ihlr-22370	574	20	relationship	relationship	NOUN
ihlr-22370	574	21	with	with	ADP
ihlr-22370	574	22	industry	industry	NOUN
ihlr-22370	574	23	and	and	CCONJ
ihlr-22370	574	24	the	the	DET
ihlr-22370	574	25	mean	mean	ADJ
ihlr-22370	574	26	amount	amount	NOUN
ihlr-22370	574	27	of	of	ADP
ihlr-22370	574	28	general	general	ADJ
ihlr-22370	574	29	payments	payment	NOUN
ihlr-22370	574	30	received	receive	VERB
ihlr-22370	574	31	by	by	ADP
ihlr-22370	574	32	each	each	DET
ihlr-22370	574	33	physician	physician	NOUN
ihlr-22370	574	34	is	be	AUX
ihlr-22370	574	35	high	high	ADJ
ihlr-22370	574	36	relative	relative	ADJ
ihlr-22370	574	37	to	to	ADP
ihlr-22370	574	38	other	other	ADJ
ihlr-22370	574	39	fields	field	NOUN
ihlr-22370	574	40	.	.	PUNCT
ihlr-22370	575	1	in	in	ADP
ihlr-22370	575	2	other	other	ADJ
ihlr-22370	575	3	fields	field	NOUN
ihlr-22370	575	4	such	such	ADJ
ihlr-22370	575	5	as	as	ADP
ihlr-22370	575	6	obstetrics	obstetric	NOUN
ihlr-22370	575	7	/	/	SYM
ihlr-22370	575	8	gynecology	gynecology	NOUN
ihlr-22370	575	9	,	,	PUNCT
ihlr-22370	575	10	although	although	SCONJ
ihlr-22370	575	11	a	a	DET
ihlr-22370	575	12	large	large	ADJ
ihlr-22370	575	13	number	number	NOUN
ihlr-22370	575	14	of	of	ADP
ihlr-22370	575	15	payments	payment	NOUN
ihlr-22370	575	16	occur	occur	VERB
ihlr-22370	575	17	,	,	PUNCT
ihlr-22370	575	18	the	the	DET
ihlr-22370	575	19	dollar	dollar	NOUN
ihlr-22370	575	20	value	value	NOUN
ihlr-22370	575	21	of	of	ADP
ihlr-22370	575	22	payments	payment	NOUN
ihlr-22370	575	23	is	be	AUX
ihlr-22370	575	24	relatively	relatively	ADV
ihlr-22370	575	25	small	small	ADJ
ihlr-22370	575	26	.	.	PUNCT
ihlr-22370	576	1	in	in	ADP
ihlr-22370	576	2	primary	primary	ADJ
ihlr-22370	576	3	fields	field	NOUN
ihlr-22370	576	4	like	like	ADP
ihlr-22370	576	5	pediatrics	pediatric	NOUN
ihlr-22370	576	6	,	,	PUNCT
ihlr-22370	576	7	only	only	ADV
ihlr-22370	576	8	a	a	DET
ihlr-22370	576	9	smaller	small	ADJ
ihlr-22370	576	10	relative	relative	ADJ
ihlr-22370	576	11	number	number	NOUN
ihlr-22370	576	12	of	of	ADP
ihlr-22370	576	13	physicians	physician	NOUN
ihlr-22370	576	14	have	have	VERB
ihlr-22370	576	15	reportable	reportable	ADJ
ihlr-22370	576	16	ties	tie	NOUN
ihlr-22370	576	17	to	to	ADP
ihlr-22370	576	18	industry	industry	NOUN
ihlr-22370	576	19	and	and	CCONJ
ihlr-22370	576	20	the	the	DET
ihlr-22370	576	21	dollar	dollar	NOUN
ihlr-22370	576	22	amounts	amount	NOUN
ihlr-22370	576	23	involved	involve	VERB
ihlr-22370	576	24	are	be	AUX
ihlr-22370	576	25	also	also	ADV
ihlr-22370	576	26	relatively	relatively	ADV
ihlr-22370	576	27	low	low	ADJ
ihlr-22370	576	28	.	.	PUNCT
ihlr-22370	577	1	because	because	SCONJ
ihlr-22370	577	2	different	different	ADJ
ihlr-22370	577	3	clinical	clinical	ADJ
ihlr-22370	577	4	fields	field	NOUN
ihlr-22370	577	5	have	have	AUX
ihlr-22370	577	6	interacted	interact	VERB
ihlr-22370	577	7	with	with	ADP
ihlr-22370	577	8	industry	industry	NOUN
ihlr-22370	577	9	in	in	ADP
ihlr-22370	577	10	such	such	ADJ
ihlr-22370	577	11	divergent	divergent	ADJ
ihlr-22370	577	12	ways	way	NOUN
ihlr-22370	577	13	,	,	PUNCT
ihlr-22370	577	14	this	this	PRON
ihlr-22370	577	15	raises	raise	VERB
ihlr-22370	577	16	doubt	doubt	NOUN
ihlr-22370	577	17	about	about	ADP
ihlr-22370	577	18	generalized	generalized	ADJ
ihlr-22370	577	19	regulatory	regulatory	ADJ
ihlr-22370	577	20	rules	rule	NOUN
ihlr-22370	577	21	for	for	ADP
ihlr-22370	577	22	addressing	address	VERB
ihlr-22370	577	23	industry	industry	NOUN
ihlr-22370	577	24	-	-	PUNCT
ihlr-22370	577	25	medicine	medicine	NOUN
ihlr-22370	577	26	financial	financial	ADJ
ihlr-22370	577	27	ties	tie	NOUN
ihlr-22370	577	28	.	.	PUNCT
ihlr-22370	578	1	the	the	DET
ihlr-22370	578	2	tremendous	tremendous	ADJ
ihlr-22370	578	3	variation	variation	NOUN
ihlr-22370	578	4	of	of	ADP
ihlr-22370	578	5	industry	industry	NOUN
ihlr-22370	578	6	financial	financial	ADJ
ihlr-22370	578	7	influence	influence	NOUN
ihlr-22370	578	8	in	in	ADP
ihlr-22370	578	9	different	different	ADJ
ihlr-22370	578	10	medical	medical	ADJ
ihlr-22370	578	11	sectors	sector	NOUN
ihlr-22370	578	12	strongly	strongly	ADV
ihlr-22370	578	13	suggests	suggest	VERB
ihlr-22370	578	14	that	that	SCONJ
ihlr-22370	578	15	the	the	DET
ihlr-22370	578	16	underlying	underlying	ADJ
ihlr-22370	578	17	financial	financial	ADJ
ihlr-22370	578	18	conflicts	conflict	NOUN
ihlr-22370	578	19	’	'	PUNCT
ihlr-22370	578	20	actual	actual	ADJ
ihlr-22370	578	21	risks	risk	NOUN
ihlr-22370	578	22	,	,	PUNCT
ihlr-22370	578	23	facilitating	facilitate	VERB
ihlr-22370	578	24	conditions	condition	NOUN
ihlr-22370	578	25	,	,	PUNCT
ihlr-22370	578	26	and	and	CCONJ
ihlr-22370	578	27	optimal	optimal	ADJ
ihlr-22370	578	28	responses	response	NOUN
ihlr-22370	578	29	,	,	PUNCT
ihlr-22370	578	30	likely	likely	ADV
ihlr-22370	578	31	vary	vary	VERB
ihlr-22370	578	32	between	between	ADP
ihlr-22370	578	33	specialties	specialty	NOUN
ihlr-22370	578	34	as	as	ADV
ihlr-22370	578	35	well	well	ADV
ihlr-22370	578	36	.	.	PUNCT
ihlr-22370	579	1	at	at	ADP
ihlr-22370	579	2	the	the	DET
ihlr-22370	579	3	very	very	ADV
ihlr-22370	579	4	least	least	ADJ
ihlr-22370	579	5	,	,	PUNCT
ihlr-22370	579	6	monolithic	monolithic	ADJ
ihlr-22370	579	7	approaches	approach	NOUN
ihlr-22370	579	8	for	for	ADP
ihlr-22370	579	9	managing	manage	VERB
ihlr-22370	579	10	financial	financial	ADJ
ihlr-22370	579	11	conflicts	conflict	NOUN
ihlr-22370	579	12	may	may	AUX
ihlr-22370	579	13	need	need	VERB
ihlr-22370	579	14	reevaluation	reevaluation	NOUN
ihlr-22370	579	15	.	.	PUNCT
ihlr-22370	580	1	for	for	ADP
ihlr-22370	580	2	example	example	NOUN
ihlr-22370	580	3	,	,	PUNCT
ihlr-22370	580	4	transactional	transactional	ADJ
ihlr-22370	580	5	bans	ban	NOUN
ihlr-22370	580	6	based	base	VERB
ihlr-22370	580	7	on	on	ADP
ihlr-22370	580	8	certain	certain	ADJ
ihlr-22370	580	9	dollar	dollar	NOUN
ihlr-22370	580	10	thresholds	threshold	NOUN
ihlr-22370	580	11	or	or	CCONJ
ihlr-22370	580	12	requiring	require	VERB
ihlr-22370	580	13	second	second	ADJ
ihlr-22370	580	14	medical	medical	ADJ
ihlr-22370	580	15	opinions	opinion	NOUN
ihlr-22370	580	16	from	from	ADP
ihlr-22370	580	17	non	non	ADJ
ihlr-22370	580	18	-	-	ADJ
ihlr-22370	580	19	conflicted	conflicted	ADJ
ihlr-22370	580	20	peers	peer	NOUN
ihlr-22370	580	21	within	within	ADP
ihlr-22370	580	22	the	the	DET
ihlr-22370	580	23	same	same	ADJ
ihlr-22370	580	24	clinical	clinical	ADJ
ihlr-22370	580	25	field	field	NOUN
ihlr-22370	580	26	,	,	PUNCT
ihlr-22370	580	27	may	may	AUX
ihlr-22370	580	28	be	be	AUX
ihlr-22370	580	29	ill96	ill96	PROPN
ihlr-22370	580	30	.	.	PUNCT
ihlr-22370	581	1	marshall	marshall	PROPN
ihlr-22370	581	2	et	et	PROPN
ihlr-22370	581	3	al	al	PROPN
ihlr-22370	581	4	.	.	PROPN
ihlr-22370	581	5	,	,	PUNCT
ihlr-22370	581	6	supra	supra	PROPN
ihlr-22370	581	7	note	note	VERB
ihlr-22370	581	8	87	87	NUM
ihlr-22370	581	9	,	,	PUNCT
ihlr-22370	581	10	at	at	ADP
ihlr-22370	581	11	88	88	NUM
ihlr-22370	581	12	.	.	PUNCT
ihlr-22370	582	1	97	97	NUM
ihlr-22370	582	2	.	.	PUNCT
ihlr-22370	583	1	tringale	tringale	NOUN
ihlr-22370	583	2	,	,	PUNCT
ihlr-22370	583	3	supra	supra	PROPN
ihlr-22370	583	4	note	note	NOUN
ihlr-22370	583	5	3	3	NUM
ihlr-22370	583	6	,	,	PUNCT
ihlr-22370	583	7	at	at	ADP
ihlr-22370	583	8	1774	1774	NUM
ihlr-22370	583	9	,	,	PUNCT
ihlr-22370	583	10	1780	1780	NUM
ihlr-22370	583	11	(	(	PUNCT
ihlr-22370	583	12	finding	find	VERB
ihlr-22370	583	13	that	that	SCONJ
ihlr-22370	583	14	61	61	NUM
ihlr-22370	583	15	%	%	NOUN
ihlr-22370	583	16	of	of	ADP
ihlr-22370	583	17	surgeons	surgeon	NOUN
ihlr-22370	583	18	,	,	PUNCT
ihlr-22370	583	19	compared	compare	VERB
ihlr-22370	583	20	with	with	ADP
ihlr-22370	583	21	47.7	47.7	NUM
ihlr-22370	583	22	%	%	NOUN
ihlr-22370	583	23	of	of	ADP
ihlr-22370	583	24	primary	primary	ADJ
ihlr-22370	583	25	care	care	NOUN
ihlr-22370	583	26	physicians	physician	NOUN
ihlr-22370	583	27	,	,	PUNCT
ihlr-22370	583	28	were	be	AUX
ihlr-22370	583	29	reported	report	VERB
ihlr-22370	583	30	to	to	PART
ihlr-22370	583	31	have	have	AUX
ihlr-22370	583	32	received	receive	VERB
ihlr-22370	583	33	industry	industry	NOUN
ihlr-22370	583	34	payments	payment	NOUN
ihlr-22370	583	35	,	,	PUNCT
ihlr-22370	583	36	and	and	CCONJ
ihlr-22370	583	37	that	that	SCONJ
ihlr-22370	583	38	surgeons	surgeon	NOUN
ihlr-22370	583	39	had	have	VERB
ihlr-22370	583	40	a	a	DET
ihlr-22370	583	41	mean	mean	ADJ
ihlr-22370	583	42	per	per	ADP
ihlr-22370	583	43	-	-	PUNCT
ihlr-22370	583	44	physician	physician	NOUN
ihlr-22370	583	45	general	general	ADJ
ihlr-22370	583	46	payment	payment	NOUN
ihlr-22370	583	47	value	value	NOUN
ihlr-22370	583	48	of	of	ADP
ihlr-22370	583	49	$	$	SYM
ihlr-22370	583	50	6879	6879	NUM
ihlr-22370	583	51	,	,	PUNCT
ihlr-22370	583	52	compared	compare	VERB
ihlr-22370	583	53	to	to	ADP
ihlr-22370	583	54	$	$	SYM
ihlr-22370	583	55	2227	2227	NUM
ihlr-22370	583	56	for	for	ADP
ihlr-22370	583	57	primary	primary	ADJ
ihlr-22370	583	58	care	care	NOUN
ihlr-22370	583	59	physicians	physician	NOUN
ihlr-22370	583	60	)	)	PUNCT
ihlr-22370	583	61	.	.	PUNCT
ihlr-22370	584	1	98	98	NUM
ihlr-22370	584	2	.	.	PUNCT
ihlr-22370	585	1	marshall	marshall	PROPN
ihlr-22370	585	2	,	,	PUNCT
ihlr-22370	585	3	supra	supra	PROPN
ihlr-22370	585	4	note	note	PROPN
ihlr-22370	585	5	87	87	NUM
ihlr-22370	585	6	,	,	PUNCT
ihlr-22370	585	7	at	at	ADP
ihlr-22370	585	8	90	90	NUM
ihlr-22370	585	9	,	,	PUNCT
ihlr-22370	585	10	92–93	92–93	NUM
ihlr-22370	585	11	.	.	PUNCT
ihlr-22370	586	1	99	99	NUM
ihlr-22370	586	2	.	.	PUNCT
ihlr-22370	587	1	i	i	PRON
ihlr-22370	587	2	d.	d.	PROPN
ihlr-22370	587	3	at	at	ADP
ihlr-22370	587	4	88	88	NUM
ihlr-22370	587	5	.	.	PUNCT
ihlr-22370	587	6	100	100	NUM
ihlr-22370	587	7	.	.	PUNCT
ihlr-22370	588	1	i	i	PRON
ihlr-22370	588	2	d.	d.	PROPN
ihlr-22370	588	3	101	101	NUM
ihlr-22370	588	4	.	.	PUNCT
ihlr-22370	589	1	i	i	PRON
ihlr-22370	589	2	d.	d.	PROPN
ihlr-22370	589	3	88	88	NUM
ihlr-22370	589	4	indiana	indiana	PROPN
ihlr-22370	589	5	health	health	PROPN
ihlr-22370	589	6	law	law	PROPN
ihlr-22370	589	7	review	review	NOUN
ihlr-22370	589	8	[	[	X
ihlr-22370	589	9	vol	vol	NOUN
ihlr-22370	589	10	.	.	PUNCT
ihlr-22370	590	1	15:67	15:67	NUM
ihlr-22370	590	2	fitting	fitting	ADJ
ihlr-22370	590	3	and	and	CCONJ
ihlr-22370	590	4	overor	overor	NOUN
ihlr-22370	590	5	under	under	NOUN
ihlr-22370	590	6	-	-	PUNCT
ihlr-22370	590	7	inclusive	inclusive	NOUN
ihlr-22370	590	8	with	with	ADP
ihlr-22370	590	9	regard	regard	NOUN
ihlr-22370	590	10	to	to	ADP
ihlr-22370	590	11	how	how	SCONJ
ihlr-22370	590	12	financial	financial	ADJ
ihlr-22370	590	13	ties	tie	NOUN
ihlr-22370	590	14	are	be	AUX
ihlr-22370	590	15	actually	actually	ADV
ihlr-22370	590	16	developing	develop	VERB
ihlr-22370	590	17	on	on	ADP
ihlr-22370	590	18	the	the	DET
ihlr-22370	590	19	ground	ground	NOUN
ihlr-22370	590	20	within	within	ADP
ihlr-22370	590	21	particular	particular	ADJ
ihlr-22370	590	22	specialties	specialty	NOUN
ihlr-22370	590	23	.	.	PUNCT
ihlr-22370	591	1	in	in	ADP
ihlr-22370	591	2	addition	addition	NOUN
ihlr-22370	591	3	,	,	PUNCT
ihlr-22370	591	4	probing	probe	VERB
ihlr-22370	591	5	why	why	SCONJ
ihlr-22370	591	6	such	such	ADJ
ihlr-22370	591	7	specialty	specialty	NOUN
ihlr-22370	591	8	variation	variation	NOUN
ihlr-22370	591	9	exists	exist	VERB
ihlr-22370	591	10	can	can	AUX
ihlr-22370	591	11	also	also	ADV
ihlr-22370	591	12	improve	improve	VERB
ihlr-22370	591	13	financial	financial	ADJ
ihlr-22370	591	14	conflicts	conflict	NOUN
ihlr-22370	591	15	regulation	regulation	NOUN
ihlr-22370	591	16	.	.	PUNCT
ihlr-22370	592	1	variation	variation	NOUN
ihlr-22370	592	2	in	in	ADP
ihlr-22370	592	3	prevalence	prevalence	NOUN
ihlr-22370	592	4	rates	rate	NOUN
ihlr-22370	592	5	likely	likely	ADV
ihlr-22370	592	6	arises	arise	VERB
ihlr-22370	592	7	because	because	SCONJ
ihlr-22370	592	8	of	of	ADP
ihlr-22370	592	9	different	different	ADJ
ihlr-22370	592	10	incentives	incentive	NOUN
ihlr-22370	592	11	within	within	ADP
ihlr-22370	592	12	each	each	DET
ihlr-22370	592	13	field	field	NOUN
ihlr-22370	592	14	to	to	PART
ihlr-22370	592	15	engage	engage	VERB
ihlr-22370	592	16	with	with	ADP
ihlr-22370	592	17	industry	industry	NOUN
ihlr-22370	592	18	and	and	CCONJ
ihlr-22370	592	19	the	the	DET
ihlr-22370	592	20	accepted	accept	VERB
ihlr-22370	592	21	legitimacy	legitimacy	NOUN
ihlr-22370	592	22	within	within	ADP
ihlr-22370	592	23	each	each	DET
ihlr-22370	592	24	specialty	specialty	NOUN
ihlr-22370	592	25	of	of	ADP
ihlr-22370	592	26	physicians	physician	NOUN
ihlr-22370	592	27	entering	enter	VERB
ihlr-22370	592	28	into	into	ADP
ihlr-22370	592	29	financial	financial	ADJ
ihlr-22370	592	30	relationships	relationship	NOUN
ihlr-22370	592	31	with	with	ADP
ihlr-22370	592	32	drug	drug	NOUN
ihlr-22370	592	33	companies	company	NOUN
ihlr-22370	592	34	and	and	CCONJ
ihlr-22370	592	35	device	device	NOUN
ihlr-22370	592	36	manufacturers	manufacturer	NOUN
ihlr-22370	592	37	.	.	PUNCT
ihlr-22370	593	1	consideration	consideration	NOUN
ihlr-22370	593	2	of	of	ADP
ihlr-22370	593	3	each	each	DET
ihlr-22370	593	4	medical102	medical102	PROPN
ihlr-22370	593	5	field	field	NOUN
ihlr-22370	593	6	’s	’s	PART
ihlr-22370	593	7	distinct	distinct	ADJ
ihlr-22370	593	8	incentives	incentive	NOUN
ihlr-22370	593	9	and	and	CCONJ
ihlr-22370	593	10	facilitating	facilitate	VERB
ihlr-22370	593	11	conditions	condition	NOUN
ihlr-22370	593	12	for	for	ADP
ihlr-22370	593	13	financial	financial	ADJ
ihlr-22370	593	14	relationships	relationship	NOUN
ihlr-22370	593	15	can	can	AUX
ihlr-22370	593	16	help	help	VERB
ihlr-22370	593	17	guide	guide	VERB
ihlr-22370	593	18	development	development	NOUN
ihlr-22370	593	19	of	of	ADP
ihlr-22370	593	20	regulation	regulation	NOUN
ihlr-22370	593	21	responsive	responsive	ADJ
ihlr-22370	593	22	to	to	ADP
ihlr-22370	593	23	conditions	condition	NOUN
ihlr-22370	593	24	on	on	ADP
ihlr-22370	593	25	the	the	DET
ihlr-22370	593	26	ground	ground	NOUN
ihlr-22370	593	27	.	.	PUNCT
ihlr-22370	594	1	for	for	ADP
ihlr-22370	594	2	example	example	NOUN
ihlr-22370	594	3	,	,	PUNCT
ihlr-22370	594	4	the	the	DET
ihlr-22370	594	5	high	high	ADJ
ihlr-22370	594	6	degree	degree	NOUN
ihlr-22370	594	7	of	of	ADP
ihlr-22370	594	8	financial	financial	ADJ
ihlr-22370	594	9	entanglement	entanglement	NOUN
ihlr-22370	594	10	in	in	ADP
ihlr-22370	594	11	orthopedic	orthopedic	ADJ
ihlr-22370	594	12	surgery	surgery	NOUN
ihlr-22370	594	13	reflects	reflect	VERB
ihlr-22370	594	14	that	that	SCONJ
ihlr-22370	594	15	orthopedic	orthopedic	ADJ
ihlr-22370	594	16	surgeons	surgeon	NOUN
ihlr-22370	594	17	have	have	AUX
ihlr-22370	594	18	historically	historically	ADV
ihlr-22370	594	19	taken	take	VERB
ihlr-22370	594	20	the	the	DET
ihlr-22370	594	21	lead	lead	NOUN
ihlr-22370	594	22	in	in	ADP
ihlr-22370	594	23	product	product	NOUN
ihlr-22370	594	24	invention	invention	NOUN
ihlr-22370	594	25	and	and	CCONJ
ihlr-22370	594	26	development	development	NOUN
ihlr-22370	594	27	around	around	ADP
ihlr-22370	594	28	new	new	ADJ
ihlr-22370	594	29	devices	device	NOUN
ihlr-22370	594	30	.	.	PUNCT
ihlr-22370	595	1	the	the	DET
ihlr-22370	595	2	resulting	result	VERB
ihlr-22370	595	3	royalty	royalty	NOUN
ihlr-22370	595	4	and	and	CCONJ
ihlr-22370	595	5	license	license	NOUN
ihlr-22370	595	6	arrangements	arrangement	NOUN
ihlr-22370	595	7	with	with	ADP
ihlr-22370	595	8	device	device	NOUN
ihlr-22370	595	9	companies	company	NOUN
ihlr-22370	595	10	differs	differ	VERB
ihlr-22370	595	11	markedly	markedly	ADV
ihlr-22370	595	12	from	from	ADP
ihlr-22370	595	13	other	other	ADJ
ihlr-22370	595	14	medical	medical	ADJ
ihlr-22370	595	15	fields	field	NOUN
ihlr-22370	595	16	’	'	PUNCT
ihlr-22370	595	17	interactions	interaction	NOUN
ihlr-22370	595	18	with	with	ADP
ihlr-22370	595	19	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	595	20	companies	company	NOUN
ihlr-22370	595	21	around	around	ADP
ihlr-22370	595	22	drug	drug	NOUN
ihlr-22370	595	23	development	development	NOUN
ihlr-22370	595	24	.	.	PUNCT
ihlr-22370	596	1	thus,103	thus,103	NOUN
ihlr-22370	596	2	financial	financial	ADJ
ihlr-22370	596	3	conflicts	conflict	NOUN
ihlr-22370	596	4	regulation	regulation	NOUN
ihlr-22370	596	5	may	may	AUX
ihlr-22370	596	6	need	need	VERB
ihlr-22370	596	7	to	to	PART
ihlr-22370	596	8	be	be	AUX
ihlr-22370	596	9	more	more	ADV
ihlr-22370	596	10	specifically	specifically	ADV
ihlr-22370	596	11	tailored	tailor	VERB
ihlr-22370	596	12	and	and	CCONJ
ihlr-22370	596	13	modified	modify	VERB
ihlr-22370	596	14	for	for	ADP
ihlr-22370	596	15	orthopedic	orthopedic	ADJ
ihlr-22370	596	16	surgery	surgery	NOUN
ihlr-22370	596	17	,	,	PUNCT
ihlr-22370	596	18	such	such	ADJ
ihlr-22370	596	19	as	as	ADP
ihlr-22370	596	20	developing	develop	VERB
ihlr-22370	596	21	new	new	ADJ
ihlr-22370	596	22	safe	safe	ADJ
ihlr-22370	596	23	harbor	harbor	NOUN
ihlr-22370	596	24	regulations	regulation	NOUN
ihlr-22370	596	25	for	for	ADP
ihlr-22370	596	26	the	the	DET
ihlr-22370	596	27	very	very	ADV
ihlr-22370	596	28	large	large	ADJ
ihlr-22370	596	29	royalty	royalty	NOUN
ihlr-22370	596	30	and	and	CCONJ
ihlr-22370	596	31	license	license	NOUN
ihlr-22370	596	32	fee	fee	NOUN
ihlr-22370	596	33	relationships	relationship	NOUN
ihlr-22370	596	34	to	to	PART
ihlr-22370	596	35	minimize	minimize	VERB
ihlr-22370	596	36	risk	risk	NOUN
ihlr-22370	596	37	of	of	ADP
ihlr-22370	596	38	bias	bias	NOUN
ihlr-22370	596	39	but	but	CCONJ
ihlr-22370	596	40	still	still	ADV
ihlr-22370	596	41	permit	permit	VERB
ihlr-22370	596	42	valuable	valuable	ADJ
ihlr-22370	596	43	collaborations	collaboration	NOUN
ihlr-22370	596	44	.	.	PUNCT
ihlr-22370	597	1	104	104	NUM
ihlr-22370	597	2	the	the	DET
ihlr-22370	597	3	variation	variation	NOUN
ihlr-22370	597	4	between	between	ADP
ihlr-22370	597	5	specialties	specialty	NOUN
ihlr-22370	597	6	in	in	ADP
ihlr-22370	597	7	prevalence	prevalence	NOUN
ihlr-22370	597	8	of	of	ADP
ihlr-22370	597	9	financial	financial	ADJ
ihlr-22370	597	10	ties	tie	NOUN
ihlr-22370	597	11	also	also	ADV
ihlr-22370	597	12	reveals	reveal	VERB
ihlr-22370	597	13	industry	industry	NOUN
ihlr-22370	597	14	interest	interest	NOUN
ihlr-22370	597	15	in	in	ADP
ihlr-22370	597	16	leveraging	leverage	VERB
ihlr-22370	597	17	certain	certain	ADJ
ihlr-22370	597	18	physician	physician	NOUN
ihlr-22370	597	19	groups	group	NOUN
ihlr-22370	597	20	more	more	ADJ
ihlr-22370	597	21	than	than	ADP
ihlr-22370	597	22	others	other	NOUN
ihlr-22370	597	23	.	.	PUNCT
ihlr-22370	598	1	manufacturers	manufacturer	NOUN
ihlr-22370	598	2	will	will	AUX
ihlr-22370	598	3	have	have	VERB
ihlr-22370	598	4	stronger	strong	ADJ
ihlr-22370	598	5	interest	interest	NOUN
ihlr-22370	598	6	in	in	ADP
ihlr-22370	598	7	wielding	wield	VERB
ihlr-22370	598	8	financial	financial	ADJ
ihlr-22370	598	9	influence	influence	NOUN
ihlr-22370	598	10	with	with	ADP
ihlr-22370	598	11	physicians	physician	NOUN
ihlr-22370	598	12	who	who	PRON
ihlr-22370	598	13	are	be	AUX
ihlr-22370	598	14	in	in	ADP
ihlr-22370	598	15	the	the	DET
ihlr-22370	598	16	best	good	ADJ
ihlr-22370	598	17	position	position	NOUN
ihlr-22370	598	18	to	to	PART
ihlr-22370	598	19	order	order	VERB
ihlr-22370	598	20	their	their	PRON
ihlr-22370	598	21	drugs	drug	NOUN
ihlr-22370	598	22	and	and	CCONJ
ihlr-22370	598	23	devices	device	NOUN
ihlr-22370	598	24	and	and	CCONJ
ihlr-22370	598	25	these	these	DET
ihlr-22370	598	26	clinicians	clinician	NOUN
ihlr-22370	598	27	tend	tend	VERB
ihlr-22370	598	28	to	to	PART
ihlr-22370	598	29	work	work	VERB
ihlr-22370	598	30	in	in	ADP
ihlr-22370	598	31	more	more	ADV
ihlr-22370	598	32	interventional	interventional	ADJ
ihlr-22370	598	33	fields	field	NOUN
ihlr-22370	598	34	.	.	PUNCT
ihlr-22370	599	1	the	the	DET
ihlr-22370	599	2	sunshine	sunshine	PROPN
ihlr-22370	599	3	act	act	PROPN
ihlr-22370	599	4	data	datum	NOUN
ihlr-22370	599	5	reveals	reveal	VERB
ihlr-22370	599	6	that	that	SCONJ
ihlr-22370	599	7	,	,	PUNCT
ihlr-22370	599	8	roughly	roughly	ADV
ihlr-22370	599	9	,	,	PUNCT
ihlr-22370	599	10	and	and	CCONJ
ihlr-22370	599	11	with	with	ADP
ihlr-22370	599	12	some	some	DET
ihlr-22370	599	13	exceptions	exception	NOUN
ihlr-22370	599	14	,	,	PUNCT
ihlr-22370	599	15	medical	medical	ADJ
ihlr-22370	599	16	specialties	specialty	NOUN
ihlr-22370	599	17	at	at	ADP
ihlr-22370	599	18	the	the	DET
ihlr-22370	599	19	higher	high	ADJ
ihlr-22370	599	20	end	end	NOUN
ihlr-22370	599	21	of	of	ADP
ihlr-22370	599	22	the	the	DET
ihlr-22370	599	23	interventionist	interventionist	NOUN
ihlr-22370	599	24	spectrum	spectrum	NOUN
ihlr-22370	599	25	,	,	PUNCT
ihlr-22370	599	26	such	such	ADJ
ihlr-22370	599	27	as	as	ADP
ihlr-22370	599	28	cardiology	cardiology	NOUN
ihlr-22370	599	29	,	,	PUNCT
ihlr-22370	599	30	neurosurgery	neurosurgery	NOUN
ihlr-22370	599	31	,	,	PUNCT
ihlr-22370	599	32	and	and	CCONJ
ihlr-22370	599	33	gastroenterology	gastroenterology	NOUN
ihlr-22370	599	34	,	,	PUNCT
ihlr-22370	599	35	have	have	VERB
ihlr-22370	599	36	higher	high	ADJ
ihlr-22370	599	37	prevalence	prevalence	NOUN
ihlr-22370	599	38	rates	rate	NOUN
ihlr-22370	599	39	of	of	ADP
ihlr-22370	599	40	clinicians	clinician	NOUN
ihlr-22370	599	41	receiving	receive	VERB
ihlr-22370	599	42	any	any	DET
ihlr-22370	599	43	form	form	NOUN
ihlr-22370	599	44	of	of	ADP
ihlr-22370	599	45	industry	industry	NOUN
ihlr-22370	599	46	payment	payment	NOUN
ihlr-22370	599	47	than	than	ADP
ihlr-22370	599	48	the	the	DET
ihlr-22370	599	49	low	low	ADJ
ihlr-22370	599	50	intervention	intervention	NOUN
ihlr-22370	599	51	fields	field	NOUN
ihlr-22370	599	52	such	such	ADJ
ihlr-22370	599	53	as	as	ADP
ihlr-22370	599	54	pediatrics	pediatric	NOUN
ihlr-22370	599	55	and	and	CCONJ
ihlr-22370	599	56	internal	internal	ADJ
ihlr-22370	599	57	medicine	medicine	NOUN
ihlr-22370	599	58	.	.	PUNCT
ihlr-22370	600	1	this	this	DET
ihlr-22370	600	2	information	information	NOUN
ihlr-22370	600	3	can	can	AUX
ihlr-22370	600	4	help	help	VERB
ihlr-22370	600	5	guide	guide	VERB
ihlr-22370	600	6	regulators	regulator	NOUN
ihlr-22370	600	7	develop	develop	VERB
ihlr-22370	600	8	targeted105	targeted105	PROPN
ihlr-22370	600	9	audits	audits	NOUN
ihlr-22370	600	10	and	and	CCONJ
ihlr-22370	600	11	educational	educational	ADJ
ihlr-22370	600	12	efforts	effort	NOUN
ihlr-22370	600	13	within	within	ADP
ihlr-22370	600	14	certain	certain	ADJ
ihlr-22370	600	15	specialty	specialty	NOUN
ihlr-22370	600	16	fields	field	NOUN
ihlr-22370	600	17	to	to	PART
ihlr-22370	600	18	facilitate	facilitate	VERB
ihlr-22370	600	19	more	more	ADV
ihlr-22370	600	20	efficient	efficient	ADJ
ihlr-22370	600	21	enforcement	enforcement	NOUN
ihlr-22370	600	22	of	of	ADP
ihlr-22370	600	23	the	the	DET
ihlr-22370	600	24	anti	anti	ADJ
ihlr-22370	600	25	-	-	ADJ
ihlr-22370	600	26	kickback	kickback	ADJ
ihlr-22370	600	27	statute	statute	NOUN
ihlr-22370	600	28	,	,	PUNCT
ihlr-22370	600	29	false	false	ADJ
ihlr-22370	600	30	claims	claim	NOUN
ihlr-22370	600	31	act,106	act,106	NOUN
ihlr-22370	600	32	107	107	NUM
ihlr-22370	600	33	physician	physician	NOUN
ihlr-22370	600	34	self	self	NOUN
ihlr-22370	600	35	-	-	PUNCT
ihlr-22370	600	36	referral	referral	NOUN
ihlr-22370	600	37	law	law	NOUN
ihlr-22370	600	38	(	(	PUNCT
ihlr-22370	600	39	aka	aka	ADV
ihlr-22370	600	40	“	"	PUNCT
ihlr-22370	600	41	stark	stark	ADJ
ihlr-22370	600	42	law	law	NOUN
ihlr-22370	600	43	”	"	PUNCT
ihlr-22370	600	44	)	)	PUNCT
ihlr-22370	600	45	,	,	PUNCT
ihlr-22370	600	46	and	and	CCONJ
ihlr-22370	600	47	other	other	ADJ
ihlr-22370	600	48	healthcare	healthcare	NOUN
ihlr-22370	600	49	fraud	fraud	NOUN
ihlr-22370	600	50	and108	and108	PROPN
ihlr-22370	600	51	abuse	abuse	NOUN
ihlr-22370	600	52	laws	law	NOUN
ihlr-22370	600	53	that	that	PRON
ihlr-22370	600	54	may	may	AUX
ihlr-22370	600	55	be	be	AUX
ihlr-22370	600	56	triggered	trigger	VERB
ihlr-22370	600	57	by	by	ADP
ihlr-22370	600	58	the	the	DET
ihlr-22370	600	59	industry	industry	NOUN
ihlr-22370	600	60	-	-	PUNCT
ihlr-22370	600	61	medicine	medicine	NOUN
ihlr-22370	600	62	financial	financial	ADJ
ihlr-22370	600	63	relationships	relationship	NOUN
ihlr-22370	600	64	.	.	PUNCT
ihlr-22370	601	1	102	102	NUM
ihlr-22370	601	2	.	.	PUNCT
ihlr-22370	601	3	kesselheim	kesselheim	PROPN
ihlr-22370	601	4	et	et	PROPN
ihlr-22370	601	5	al	al	PROPN
ihlr-22370	601	6	.	.	PROPN
ihlr-22370	601	7	,	,	PUNCT
ihlr-22370	601	8	supra	supra	PROPN
ihlr-22370	601	9	note	note	PROPN
ihlr-22370	601	10	86	86	NUM
ihlr-22370	601	11	,	,	PUNCT
ihlr-22370	601	12	at	at	ADP
ihlr-22370	601	13	2051	2051	NUM
ihlr-22370	601	14	.	.	PUNCT
ihlr-22370	601	15	103	103	NUM
ihlr-22370	601	16	.	.	PUNCT
ihlr-22370	602	1	see	see	VERB
ihlr-22370	602	2	,	,	PUNCT
ihlr-22370	602	3	gregory	gregory	PROPN
ihlr-22370	602	4	l.	l.	PROPN
ihlr-22370	602	5	cvetanovich	cvetanovich	PROPN
ihlr-22370	602	6	et	et	PROPN
ihlr-22370	602	7	al	al	PROPN
ihlr-22370	602	8	.	.	PROPN
ihlr-22370	602	9	,	,	PUNCT
ihlr-22370	602	10	industry	industry	NOUN
ihlr-22370	602	11	financial	financial	ADJ
ihlr-22370	602	12	relationships	relationship	NOUN
ihlr-22370	602	13	in	in	ADP
ihlr-22370	602	14	orthopaedic	orthopaedic	ADJ
ihlr-22370	602	15	surgery	surgery	NOUN
ihlr-22370	602	16	:	:	PUNCT
ihlr-22370	602	17	analysis	analysis	NOUN
ihlr-22370	602	18	of	of	ADP
ihlr-22370	602	19	the	the	DET
ihlr-22370	602	20	sunshine	sunshine	PROPN
ihlr-22370	602	21	act	act	VERB
ihlr-22370	602	22	open	open	ADJ
ihlr-22370	602	23	payments	payment	NOUN
ihlr-22370	602	24	database	database	NOUN
ihlr-22370	602	25	and	and	CCONJ
ihlr-22370	602	26	comparison	comparison	NOUN
ihlr-22370	602	27	with	with	ADP
ihlr-22370	602	28	other	other	ADJ
ihlr-22370	602	29	s	s	PART
ihlr-22370	602	30	u	u	NOUN
ihlr-22370	602	31	r	r	NOUN
ihlr-22370	602	32	g	g	NOUN
ihlr-22370	603	1	i	i	PRON
ihlr-22370	603	2	c	c	VERB
ihlr-22370	603	3	a	a	DET
ihlr-22370	603	4	l	l	NOUN
ihlr-22370	603	5	s	s	X
ihlr-22370	604	1	p	p	X
ihlr-22370	604	2	e	e	X
ihlr-22370	604	3	c	c	NOUN
ihlr-22370	604	4	i	i	PRON
ihlr-22370	605	1	a	a	PRON
ihlr-22370	605	2	l	l	NOUN
ihlr-22370	605	3	t	t	NOUN
ihlr-22370	606	1	i	i	PRON
ihlr-22370	606	2	e	e	X
ihlr-22370	606	3	s	s	X
ihlr-22370	606	4	,	,	PUNCT
ihlr-22370	606	5	9	9	NUM
ihlr-22370	606	6	7	7	NUM
ihlr-22370	606	7	j	j	NOUN
ihlr-22370	606	8	.	.	PUNCT
ihlr-22370	607	1	b	b	X
ihlr-22370	608	1	o	o	NOUN
ihlr-22370	608	2	n	n	PROPN
ihlr-22370	608	3	e	e	X
ihlr-22370	608	4	j	j	NOUN
ihlr-22370	608	5	o	o	INTJ
ihlr-22370	609	1	i	i	PRON
ihlr-22370	609	2	n	n	VERB
ihlr-22370	609	3	t	t	X
ihlr-22370	609	4	s	s	X
ihlr-22370	609	5	u	u	NOUN
ihlr-22370	609	6	r	r	NOUN
ihlr-22370	609	7	g	g	NOUN
ihlr-22370	609	8	e	e	NOUN
ihlr-22370	609	9	r	r	NOUN
ihlr-22370	609	10	y	y	PROPN
ihlr-22370	609	11	1	1	NUM
ihlr-22370	609	12	2	2	NUM
ihlr-22370	609	13	8	8	NUM
ihlr-22370	609	14	8	8	NUM
ihlr-22370	609	15	(	(	PUNCT
ihlr-22370	609	16	2	2	NUM
ihlr-22370	609	17	0	0	NUM
ihlr-22370	609	18	1	1	NUM
ihlr-22370	609	19	5	5	NUM
ihlr-22370	609	20	)	)	PUNCT
ihlr-22370	609	21	,	,	PUNCT
ihlr-22370	609	22	https://www.ncbi.nlm.nih.gov/pubmed/26246264	https://www.ncbi.nlm.nih.gov/pubmed/26246264	PUNCT
ihlr-22370	610	1	[	[	X
ihlr-22370	610	2	https://perma.cc/y6ty-49dl	https://perma.cc/y6ty-49dl	X
ihlr-22370	610	3	]	]	X
ihlr-22370	610	4	.	.	PUNCT
ihlr-22370	611	1	104	104	NUM
ihlr-22370	611	2	.	.	PUNCT
ihlr-22370	612	1	i	i	PRON
ihlr-22370	612	2	d.	d.	PROPN
ihlr-22370	612	3	105	105	NUM
ihlr-22370	612	4	.	.	PUNCT
ihlr-22370	613	1	marshall	marshall	PROPN
ihlr-22370	613	2	,	,	PUNCT
ihlr-22370	613	3	supra	supra	PROPN
ihlr-22370	613	4	note	note	PROPN
ihlr-22370	613	5	87	87	NUM
ihlr-22370	613	6	,	,	PUNCT
ihlr-22370	613	7	at	at	ADP
ihlr-22370	613	8	88	88	NUM
ihlr-22370	613	9	(	(	PUNCT
ihlr-22370	613	10	noting	note	VERB
ihlr-22370	613	11	that	that	SCONJ
ihlr-22370	613	12	one	one	NUM
ihlr-22370	613	13	exception	exception	NOUN
ihlr-22370	613	14	to	to	ADP
ihlr-22370	613	15	this	this	DET
ihlr-22370	613	16	trend	trend	NOUN
ihlr-22370	613	17	,	,	PUNCT
ihlr-22370	613	18	for	for	ADP
ihlr-22370	613	19	example	example	NOUN
ihlr-22370	613	20	,	,	PUNCT
ihlr-22370	613	21	is	be	AUX
ihlr-22370	613	22	plastic	plastic	ADJ
ihlr-22370	613	23	surgery	surgery	NOUN
ihlr-22370	613	24	,	,	PUNCT
ihlr-22370	613	25	a	a	DET
ihlr-22370	613	26	high	high	ADJ
ihlr-22370	613	27	interventionist	interventionist	ADJ
ihlr-22370	613	28	field	field	NOUN
ihlr-22370	613	29	where	where	SCONJ
ihlr-22370	613	30	the	the	DET
ihlr-22370	613	31	prevalence	prevalence	NOUN
ihlr-22370	613	32	rate	rate	NOUN
ihlr-22370	613	33	(	(	PUNCT
ihlr-22370	613	34	37	37	NUM
ihlr-22370	613	35	%	%	NOUN
ihlr-22370	613	36	)	)	PUNCT
ihlr-22370	613	37	of	of	ADP
ihlr-22370	613	38	physicians	physician	NOUN
ihlr-22370	613	39	having	have	VERB
ihlr-22370	613	40	any	any	DET
ihlr-22370	613	41	form	form	NOUN
ihlr-22370	613	42	of	of	ADP
ihlr-22370	613	43	reported	report	VERB
ihlr-22370	613	44	financial	financial	ADJ
ihlr-22370	613	45	ties	tie	NOUN
ihlr-22370	613	46	is	be	AUX
ihlr-22370	613	47	relatively	relatively	ADV
ihlr-22370	613	48	low	low	ADJ
ihlr-22370	613	49	)	)	PUNCT
ihlr-22370	613	50	.	.	PUNCT
ihlr-22370	614	1	106	106	NUM
ihlr-22370	614	2	.	.	PUNCT
ihlr-22370	615	1	42	42	NUM
ihlr-22370	615	2	u.s.c	u.s.c	ADJ
ihlr-22370	615	3	.	.	PUNCT
ihlr-22370	616	1	§	§	PROPN
ihlr-22370	616	2	1320a-7b	1320a-7b	PROPN
ihlr-22370	616	3	(	(	PUNCT
ihlr-22370	616	4	2015	2015	NUM
ihlr-22370	616	5	)	)	PUNCT
ihlr-22370	616	6	.	.	PUNCT
ihlr-22370	617	1	107	107	NUM
ihlr-22370	617	2	.	.	PUNCT
ihlr-22370	617	3	31	31	NUM
ihlr-22370	617	4	u.s.c	u.s.c	NOUN
ihlr-22370	617	5	.	.	PUNCT
ihlr-22370	618	1	§	§	PROPN
ihlr-22370	618	2	§	§	PROPN
ihlr-22370	618	3	3729	3729	NUM
ihlr-22370	618	4	-	-	SYM
ihlr-22370	618	5	3733	3733	NUM
ihlr-22370	618	6	(	(	PUNCT
ihlr-22370	618	7	2009	2009	NUM
ihlr-22370	618	8	)	)	PUNCT
ihlr-22370	618	9	.	.	PUNCT
ihlr-22370	619	1	108	108	NUM
ihlr-22370	619	2	.	.	X
ihlr-22370	620	1	42	42	NUM
ihlr-22370	620	2	u.s.c	u.s.c	ADJ
ihlr-22370	620	3	.	.	PUNCT
ihlr-22370	621	1	§	§	PROPN
ihlr-22370	621	2	1395nn	1395nn	PROPN
ihlr-22370	621	3	(	(	PUNCT
ihlr-22370	621	4	2010	2010	NUM
ihlr-22370	621	5	)	)	PUNCT
ihlr-22370	621	6	.	.	PUNCT
ihlr-22370	622	1	https://doi.org/10.2106/jbjs.n.01093	https://doi.org/10.2106/jbjs.n.01093	NUM
ihlr-22370	623	1	2018	2018	NUM
ihlr-22370	623	2	]	]	PUNCT
ihlr-22370	623	3	financial	financial	ADJ
ihlr-22370	623	4	conflicts	conflict	NOUN
ihlr-22370	623	5	in	in	ADP
ihlr-22370	623	6	the	the	DET
ihlr-22370	623	7	new	new	ADJ
ihlr-22370	623	8	era	era	NOUN
ihlr-22370	623	9	of	of	ADP
ihlr-22370	623	10	sunshine	sunshine	NOUN
ihlr-22370	623	11	89	89	NUM
ihlr-22370	623	12	c.	c.	NOUN
ihlr-22370	623	13	variation	variation	NOUN
ihlr-22370	623	14	by	by	ADP
ihlr-22370	623	15	physician	physician	NOUN
ihlr-22370	623	16	gender	gender	NOUN
ihlr-22370	623	17	gender	gender	NOUN
ihlr-22370	623	18	matters	matter	NOUN
ihlr-22370	623	19	according	accord	VERB
ihlr-22370	623	20	to	to	ADP
ihlr-22370	623	21	the	the	DET
ihlr-22370	623	22	sunshine	sunshine	PROPN
ihlr-22370	623	23	act	act	PROPN
ihlr-22370	623	24	data	data	PROPN
ihlr-22370	623	25	.	.	PUNCT
ihlr-22370	624	1	similar	similar	ADJ
ihlr-22370	624	2	to	to	ADP
ihlr-22370	624	3	physician	physician	NOUN
ihlr-22370	624	4	specialty	specialty	NOUN
ihlr-22370	624	5	,	,	PUNCT
ihlr-22370	624	6	physician	physician	NOUN
ihlr-22370	624	7	gender	gender	NOUN
ihlr-22370	624	8	correlates	correlate	VERB
ihlr-22370	624	9	with	with	ADP
ihlr-22370	624	10	different	different	ADJ
ihlr-22370	624	11	frequency	frequency	NOUN
ihlr-22370	624	12	and	and	CCONJ
ihlr-22370	624	13	dollar	dollar	NOUN
ihlr-22370	624	14	value	value	NOUN
ihlr-22370	624	15	of	of	ADP
ihlr-22370	624	16	financial	financial	ADJ
ihlr-22370	624	17	ties	tie	NOUN
ihlr-22370	624	18	with	with	ADP
ihlr-22370	624	19	industry	industry	NOUN
ihlr-22370	624	20	.	.	PUNCT
ihlr-22370	625	1	analysis	analysis	NOUN
ihlr-22370	625	2	of	of	ADP
ihlr-22370	625	3	2015	2015	NUM
ihlr-22370	625	4	reports	report	NOUN
ihlr-22370	625	5	in	in	ADP
ihlr-22370	625	6	the	the	DET
ihlr-22370	625	7	open	open	ADJ
ihlr-22370	625	8	payments	payment	NOUN
ihlr-22370	625	9	database	database	NOUN
ihlr-22370	625	10	indicated	indicate	VERB
ihlr-22370	625	11	that	that	SCONJ
ihlr-22370	625	12	among	among	ADP
ihlr-22370	625	13	physicians	physician	NOUN
ihlr-22370	625	14	nationally	nationally	ADV
ihlr-22370	625	15	,	,	PUNCT
ihlr-22370	625	16	51	51	NUM
ihlr-22370	625	17	%	%	NOUN
ihlr-22370	625	18	of	of	ADP
ihlr-22370	625	19	male	male	ADJ
ihlr-22370	625	20	physicians	physician	NOUN
ihlr-22370	625	21	but	but	CCONJ
ihlr-22370	625	22	only	only	ADV
ihlr-22370	625	23	42.7	42.7	NUM
ihlr-22370	625	24	%	%	NOUN
ihlr-22370	625	25	of	of	ADP
ihlr-22370	625	26	female	female	ADJ
ihlr-22370	625	27	physicians	physician	NOUN
ihlr-22370	625	28	had	have	VERB
ihlr-22370	625	29	a	a	DET
ihlr-22370	625	30	reportable	reportable	ADJ
ihlr-22370	625	31	financial	financial	ADJ
ihlr-22370	625	32	relationship	relationship	NOUN
ihlr-22370	625	33	with	with	ADP
ihlr-22370	625	34	industry	industry	NOUN
ihlr-22370	625	35	.	.	PUNCT
ihlr-22370	626	1	female	female	ADJ
ihlr-22370	626	2	physicians	physician	NOUN
ihlr-22370	626	3	nationally	nationally	ADV
ihlr-22370	626	4	also	also	ADV
ihlr-22370	626	5	had	have	VERB
ihlr-22370	626	6	a	a	DET
ihlr-22370	626	7	lower	low	ADJ
ihlr-22370	626	8	mean	mean	NOUN
ihlr-22370	626	9	value	value	NOUN
ihlr-22370	626	10	of	of	ADP
ihlr-22370	626	11	general109	general109	PROPN
ihlr-22370	626	12	payments	payment	NOUN
ihlr-22370	626	13	per	per	ADP
ihlr-22370	626	14	physician	physician	NOUN
ihlr-22370	626	15	than	than	ADP
ihlr-22370	626	16	their	their	PRON
ihlr-22370	626	17	male	male	ADJ
ihlr-22370	626	18	peers	peer	NOUN
ihlr-22370	626	19	(	(	PUNCT
ihlr-22370	626	20	$	$	SYM
ihlr-22370	626	21	1309	1309	NUM
ihlr-22370	626	22	compared	compare	VERB
ihlr-22370	626	23	to	to	ADP
ihlr-22370	626	24	$	$	SYM
ihlr-22370	626	25	5031).110	5031).110	NOUN
ihlr-22370	626	26	these	these	DET
ihlr-22370	626	27	trends	trend	NOUN
ihlr-22370	626	28	for	for	ADP
ihlr-22370	626	29	physicians	physician	NOUN
ihlr-22370	626	30	overall	overall	ADV
ihlr-22370	626	31	also	also	ADV
ihlr-22370	626	32	carried	carry	VERB
ihlr-22370	626	33	over	over	ADP
ihlr-22370	626	34	to	to	ADP
ihlr-22370	626	35	distinct	distinct	ADJ
ihlr-22370	626	36	medical	medical	ADJ
ihlr-22370	626	37	specialties	specialty	NOUN
ihlr-22370	626	38	,	,	PUNCT
ihlr-22370	626	39	as	as	SCONJ
ihlr-22370	626	40	within	within	ADP
ihlr-22370	626	41	most	most	ADJ
ihlr-22370	626	42	medical	medical	ADJ
ihlr-22370	626	43	fields	field	NOUN
ihlr-22370	626	44	male	male	ADJ
ihlr-22370	626	45	physicians	physician	NOUN
ihlr-22370	626	46	were	be	AUX
ihlr-22370	626	47	more	more	ADV
ihlr-22370	626	48	likely	likely	ADJ
ihlr-22370	626	49	to	to	PART
ihlr-22370	626	50	receive	receive	VERB
ihlr-22370	626	51	general	general	ADJ
ihlr-22370	626	52	payments	payment	NOUN
ihlr-22370	626	53	from	from	ADP
ihlr-22370	626	54	industry	industry	NOUN
ihlr-22370	626	55	,	,	PUNCT
ihlr-22370	626	56	and	and	CCONJ
ihlr-22370	626	57	their	their	PRON
ihlr-22370	626	58	mean	mean	ADJ
ihlr-22370	626	59	per	per	ADP
ihlr-22370	626	60	-	-	PUNCT
ihlr-22370	626	61	physician	physician	NOUN
ihlr-22370	626	62	payments	payment	NOUN
ihlr-22370	626	63	were	be	AUX
ihlr-22370	626	64	higher	high	ADJ
ihlr-22370	626	65	.	.	PUNCT
ihlr-22370	627	1	these	these	DET
ihlr-22370	627	2	results	result	NOUN
ihlr-22370	627	3	are	be	AUX
ihlr-22370	627	4	consistent	consistent	ADJ
ihlr-22370	627	5	with	with	ADP
ihlr-22370	627	6	earlier	early	ADJ
ihlr-22370	627	7	analyses	analysis	NOUN
ihlr-22370	627	8	.	.	PUNCT
ihlr-22370	628	1	for	for	ADP
ihlr-22370	628	2	example,111	example,111	PROPN
ihlr-22370	628	3	analysis	analysis	NOUN
ihlr-22370	628	4	of	of	ADP
ihlr-22370	628	5	2013	2013	NUM
ihlr-22370	628	6	open	open	ADJ
ihlr-22370	628	7	payments	payment	NOUN
ihlr-22370	628	8	database	database	NOUN
ihlr-22370	628	9	reports	report	NOUN
ihlr-22370	628	10	revealed	reveal	VERB
ihlr-22370	628	11	that	that	SCONJ
ihlr-22370	628	12	of	of	ADP
ihlr-22370	628	13	the	the	DET
ihlr-22370	628	14	300	300	NUM
ihlr-22370	628	15	doctors	doctor	NOUN
ihlr-22370	628	16	who	who	PRON
ihlr-22370	628	17	received	receive	VERB
ihlr-22370	628	18	the	the	DET
ihlr-22370	628	19	most	most	ADJ
ihlr-22370	628	20	money	money	NOUN
ihlr-22370	628	21	for	for	ADP
ihlr-22370	628	22	speaking	speak	VERB
ihlr-22370	628	23	and	and	CCONJ
ihlr-22370	628	24	consulting	consulting	NOUN
ihlr-22370	628	25	payments	payment	NOUN
ihlr-22370	628	26	,	,	PUNCT
ihlr-22370	628	27	90	90	NUM
ihlr-22370	628	28	%	%	NOUN
ihlr-22370	628	29	were	be	AUX
ihlr-22370	628	30	male	male	ADJ
ihlr-22370	628	31	.	.	PUNCT
ihlr-22370	629	1	similarly	similarly	ADV
ihlr-22370	629	2	,	,	PUNCT
ihlr-22370	629	3	among	among	ADP
ihlr-22370	629	4	reported	report	VERB
ihlr-22370	629	5	general	general	ADJ
ihlr-22370	629	6	payments	payment	NOUN
ihlr-22370	629	7	to	to	ADP
ihlr-22370	629	8	oncologists,112	oncologists,112	VERB
ihlr-22370	629	9	male	male	ADJ
ihlr-22370	629	10	physicians	physician	NOUN
ihlr-22370	629	11	were	be	AUX
ihlr-22370	629	12	more	more	ADV
ihlr-22370	629	13	likely	likely	ADJ
ihlr-22370	629	14	to	to	PART
ihlr-22370	629	15	receive	receive	VERB
ihlr-22370	629	16	industry	industry	NOUN
ihlr-22370	629	17	payments	payment	NOUN
ihlr-22370	629	18	and	and	CCONJ
ihlr-22370	629	19	in	in	ADP
ihlr-22370	629	20	greater	great	ADJ
ihlr-22370	629	21	amounts	amount	NOUN
ihlr-22370	629	22	than	than	ADP
ihlr-22370	629	23	female	female	ADJ
ihlr-22370	629	24	physicians	physician	NOUN
ihlr-22370	629	25	.	.	PUNCT
ihlr-22370	630	1	113	113	NUM
ihlr-22370	630	2	the	the	DET
ihlr-22370	630	3	gender	gender	NOUN
ihlr-22370	630	4	disparity	disparity	NOUN
ihlr-22370	630	5	in	in	ADP
ihlr-22370	630	6	overall	overall	ADJ
ihlr-22370	630	7	general	general	ADJ
ihlr-22370	630	8	payments	payment	NOUN
ihlr-22370	630	9	likely	likely	ADV
ihlr-22370	630	10	arises	arise	VERB
ihlr-22370	630	11	for	for	ADP
ihlr-22370	630	12	several	several	ADJ
ihlr-22370	630	13	reasons	reason	NOUN
ihlr-22370	630	14	.	.	PUNCT
ihlr-22370	631	1	royalty	royalty	NOUN
ihlr-22370	631	2	and	and	CCONJ
ihlr-22370	631	3	license	license	NOUN
ihlr-22370	631	4	payments	payment	NOUN
ihlr-22370	631	5	can	can	AUX
ihlr-22370	631	6	significantly	significantly	ADV
ihlr-22370	631	7	increase	increase	VERB
ihlr-22370	631	8	the	the	DET
ihlr-22370	631	9	overall	overall	ADJ
ihlr-22370	631	10	dollar	dollar	NOUN
ihlr-22370	631	11	value	value	NOUN
ihlr-22370	631	12	of	of	ADP
ihlr-22370	631	13	payments	payment	NOUN
ihlr-22370	631	14	flowing	flow	VERB
ihlr-22370	631	15	to	to	ADP
ihlr-22370	631	16	individual	individual	ADJ
ihlr-22370	631	17	physicians	physician	NOUN
ihlr-22370	631	18	.	.	PUNCT
ihlr-22370	632	1	but	but	CCONJ
ihlr-22370	632	2	female114	female114	PROPN
ihlr-22370	632	3	physicians	physician	NOUN
ihlr-22370	632	4	remain	remain	VERB
ihlr-22370	632	5	underrepresented	underrepresented	ADJ
ihlr-22370	632	6	in	in	ADP
ihlr-22370	632	7	product	product	NOUN
ihlr-22370	632	8	invention	invention	NOUN
ihlr-22370	632	9	and	and	CCONJ
ihlr-22370	632	10	development	development	NOUN
ihlr-22370	632	11	and	and	CCONJ
ihlr-22370	632	12	may	may	AUX
ihlr-22370	632	13	therefore	therefore	ADV
ihlr-22370	632	14	have	have	VERB
ihlr-22370	632	15	less	less	ADJ
ihlr-22370	632	16	interactions	interaction	NOUN
ihlr-22370	632	17	with	with	ADP
ihlr-22370	632	18	device	device	NOUN
ihlr-22370	632	19	companies	company	NOUN
ihlr-22370	632	20	and	and	CCONJ
ihlr-22370	632	21	drug	drug	NOUN
ihlr-22370	632	22	manufacturers	manufacturer	NOUN
ihlr-22370	632	23	.	.	PUNCT
ihlr-22370	633	1	others	other	NOUN
ihlr-22370	633	2	speculate	speculate	VERB
ihlr-22370	633	3	that	that	SCONJ
ihlr-22370	633	4	female	female	ADJ
ihlr-22370	633	5	physicians	physician	NOUN
ihlr-22370	633	6	tend	tend	VERB
ihlr-22370	633	7	to	to	PART
ihlr-22370	633	8	desire	desire	VERB
ihlr-22370	633	9	more115	more115	PROPN
ihlr-22370	633	10	patient	patient	NOUN
ihlr-22370	633	11	-	-	PUNCT
ihlr-22370	633	12	oriented	orient	VERB
ihlr-22370	633	13	care	care	NOUN
ihlr-22370	633	14	and	and	CCONJ
ihlr-22370	633	15	may	may	AUX
ihlr-22370	633	16	have	have	VERB
ihlr-22370	633	17	different	different	ADJ
ihlr-22370	633	18	preferences	preference	NOUN
ihlr-22370	633	19	than	than	ADP
ihlr-22370	633	20	male	male	ADJ
ihlr-22370	633	21	physicians	physician	NOUN
ihlr-22370	633	22	regarding	regard	VERB
ihlr-22370	633	23	dealing	deal	VERB
ihlr-22370	633	24	with	with	ADP
ihlr-22370	633	25	industry	industry	NOUN
ihlr-22370	633	26	.	.	PUNCT
ihlr-22370	634	1	it	it	PRON
ihlr-22370	634	2	may	may	AUX
ihlr-22370	634	3	also	also	ADV
ihlr-22370	634	4	be	be	AUX
ihlr-22370	634	5	that	that	SCONJ
ihlr-22370	634	6	because	because	SCONJ
ihlr-22370	634	7	male	male	ADJ
ihlr-22370	634	8	physicians116	physicians116	NOUN
ihlr-22370	634	9	tend	tend	VERB
ihlr-22370	634	10	to	to	PART
ihlr-22370	634	11	earn	earn	VERB
ihlr-22370	634	12	higher	high	ADJ
ihlr-22370	634	13	compensation	compensation	NOUN
ihlr-22370	634	14	in	in	ADP
ihlr-22370	634	15	the	the	DET
ihlr-22370	634	16	medical	medical	ADJ
ihlr-22370	634	17	labor	labor	NOUN
ihlr-22370	634	18	market	market	NOUN
ihlr-22370	634	19	,	,	PUNCT
ihlr-22370	634	20	industry	industry	NOUN
ihlr-22370	634	21	needs117	needs117	PROPN
ihlr-22370	634	22	to	to	PART
ihlr-22370	634	23	offer	offer	VERB
ihlr-22370	634	24	more	more	ADJ
ihlr-22370	634	25	,	,	PUNCT
ihlr-22370	634	26	in	in	ADP
ihlr-22370	634	27	terms	term	NOUN
ihlr-22370	634	28	of	of	ADP
ihlr-22370	634	29	dollar	dollar	NOUN
ihlr-22370	634	30	value	value	NOUN
ihlr-22370	634	31	,	,	PUNCT
ihlr-22370	634	32	to	to	PART
ihlr-22370	634	33	attract	attract	VERB
ihlr-22370	634	34	the	the	DET
ihlr-22370	634	35	attention	attention	NOUN
ihlr-22370	634	36	of	of	ADP
ihlr-22370	634	37	male	male	ADJ
ihlr-22370	634	38	physicians	physician	NOUN
ihlr-22370	634	39	109	109	NUM
ihlr-22370	634	40	.	.	PUNCT
ihlr-22370	635	1	tringale	tringale	NOUN
ihlr-22370	635	2	,	,	PUNCT
ihlr-22370	635	3	supra	supra	PROPN
ihlr-22370	635	4	note	note	NOUN
ihlr-22370	635	5	3	3	NUM
ihlr-22370	635	6	,	,	PUNCT
ihlr-22370	635	7	at	at	ADP
ihlr-22370	635	8	1777	1777	NUM
ihlr-22370	635	9	.	.	PUNCT
ihlr-22370	636	1	110	110	NUM
ihlr-22370	636	2	.	.	PUNCT
ihlr-22370	637	1	i	i	PRON
ihlr-22370	637	2	d.	d.	PROPN
ihlr-22370	637	3	at	at	ADP
ihlr-22370	637	4	1779	1779	NUM
ihlr-22370	637	5	.	.	PUNCT
ihlr-22370	638	1	111	111	NUM
ihlr-22370	638	2	.	.	PUNCT
ihlr-22370	639	1	i	i	PRON
ihlr-22370	639	2	d.	d.	PROPN
ihlr-22370	639	3	at	at	ADP
ihlr-22370	639	4	1779	1779	NUM
ihlr-22370	639	5	,	,	PUNCT
ihlr-22370	639	6	1783	1783	NUM
ihlr-22370	639	7	.	.	PUNCT
ihlr-22370	640	1	112	112	NUM
ihlr-22370	640	2	.	.	PUNCT
ihlr-22370	641	1	charles	charles	PROPN
ihlr-22370	641	2	ornstein	ornstein	PROPN
ihlr-22370	641	3	,	,	PUNCT
ihlr-22370	641	4	men	man	NOUN
ihlr-22370	641	5	dominate	dominate	VERB
ihlr-22370	641	6	list	list	NOUN
ihlr-22370	641	7	of	of	ADP
ihlr-22370	641	8	doctors	doctor	NOUN
ihlr-22370	641	9	receiving	receive	VERB
ihlr-22370	641	10	largest	large	ADJ
ihlr-22370	641	11	payments	payment	NOUN
ihlr-22370	641	12	from	from	ADP
ihlr-22370	641	13	drug	drug	NOUN
ihlr-22370	641	14	companies	company	NOUN
ihlr-22370	641	15	,	,	PUNCT
ihlr-22370	641	16	n.y	n.y	PROPN
ihlr-22370	641	17	.	.	PROPN
ihlr-22370	641	18	times	times	PROPN
ihlr-22370	641	19	(	(	PUNCT
ihlr-22370	641	20	oct	oct	PROPN
ihlr-22370	641	21	.	.	PROPN
ihlr-22370	641	22	9	9	NUM
ihlr-22370	641	23	,	,	PUNCT
ihlr-22370	641	24	2014	2014	NUM
ihlr-22370	641	25	)	)	PUNCT
ihlr-22370	641	26	,	,	PUNCT
ihlr-22370	641	27	https://www.nytimes.com/2014/10/09/upshot/mendominate-list-of-doctors-receiving-largest-payments-from-drug-companies.html	https://www.nytimes.com/2014/10/09/upshot/mendominate-list-of-doctors-receiving-largest-payments-from-drug-companies.html	PUNCT
ihlr-22370	642	1	[	[	X
ihlr-22370	642	2	https://perma.cc/ez66-m2c2	https://perma.cc/ez66-m2c2	X
ihlr-22370	642	3	]	]	X
ihlr-22370	642	4	.	.	PUNCT
ihlr-22370	643	1	113	113	NUM
ihlr-22370	643	2	.	.	PUNCT
ihlr-22370	644	1	deborah	deborah	PROPN
ihlr-22370	644	2	c.	c.	PROPN
ihlr-22370	644	3	marshall	marshall	PROPN
ihlr-22370	644	4	et	et	PROPN
ihlr-22370	644	5	al	al	PROPN
ihlr-22370	644	6	.	.	PROPN
ihlr-22370	644	7	,	,	PUNCT
ihlr-22370	644	8	distribution	distribution	NOUN
ihlr-22370	644	9	and	and	CCONJ
ihlr-22370	644	10	patterns	pattern	NOUN
ihlr-22370	644	11	of	of	ADP
ihlr-22370	644	12	industry	industry	NOUN
ihlr-22370	644	13	-	-	PUNCT
ihlr-22370	644	14	related	relate	VERB
ihlr-22370	644	15	payments	payment	NOUN
ihlr-22370	644	16	to	to	ADP
ihlr-22370	644	17	oncologists	oncologist	NOUN
ihlr-22370	644	18	in	in	ADP
ihlr-22370	644	19	2014	2014	NUM
ihlr-22370	644	20	,	,	PUNCT
ihlr-22370	644	21	108	108	NUM
ihlr-22370	644	22	j.	j.	PROPN
ihlr-22370	644	23	nat’l	nat’l	PROPN
ihlr-22370	644	24	cancer	cancer	NOUN
ihlr-22370	644	25	inst	inst	PROPN
ihlr-22370	644	26	.	.	PROPN
ihlr-22370	645	1	1	1	NUM
ihlr-22370	645	2	,	,	PUNCT
ihlr-22370	645	3	4	4	NUM
ihlr-22370	645	4	,	,	PUNCT
ihlr-22370	645	5	9	9	NUM
ihlr-22370	645	6	(	(	PUNCT
ihlr-22370	645	7	2016	2016	NUM
ihlr-22370	645	8	)	)	PUNCT
ihlr-22370	645	9	,	,	PUNCT
ihlr-22370	645	10	https://academic.oup.com/jnci/	https://academic.oup.com/jnci/	NOUN
ihlr-22370	645	11	art	art	PROPN
ihlr-22370	645	12	icle	icle	PROPN
ihlr-22370	645	13	-	-	PUNCT
ihlr-22370	645	14	abstract/108/12	abstract/108/12	PROPN
ihlr-22370	645	15	/	/	SYM
ihlr-22370	645	16	djw163/2706926	djw163/2706926	PROPN
ihlr-22370	645	17	/	/	SYM
ihlr-22370	645	18	distr	distr	NOUN
ihlr-22370	645	19	ibution	ibution	NOUN
ihlr-22370	645	20	-	-	PUNCT
ihlr-22370	645	21	and	and	CCONJ
ihlr-22370	645	22	-	-	PUNCT
ihlr-22370	645	23	patterns	pattern	NOUN
ihlr-22370	645	24	-	-	PUNCT
ihlr-22370	645	25	of	of	ADP
ihlr-22370	645	26	-	-	PUNCT
ihlr-22370	645	27	industryrelated?redirectedfrom	industryrelated?redirectedfrom	NOUN
ihlr-22370	645	28	=	=	NOUN
ihlr-22370	645	29	fulltext	fulltext	NOUN
ihlr-22370	646	1	[	[	X
ihlr-22370	646	2	https://perma.cc/3vgx-248	https://perma.cc/3vgx-248	NOUN
ihlr-22370	646	3	g	g	NOUN
ihlr-22370	646	4	]	]	PUNCT
ihlr-22370	646	5	.	.	PUNCT
ihlr-22370	647	1	114	114	NUM
ihlr-22370	647	2	.	.	PUNCT
ihlr-22370	648	1	tringale	tringale	NOUN
ihlr-22370	648	2	,	,	PUNCT
ihlr-22370	648	3	supra	supra	PROPN
ihlr-22370	648	4	note	note	NOUN
ihlr-22370	648	5	3	3	NUM
ihlr-22370	648	6	,	,	PUNCT
ihlr-22370	648	7	at	at	ADP
ihlr-22370	648	8	1781	1781	NUM
ihlr-22370	648	9	.	.	PUNCT
ihlr-22370	649	1	115	115	NUM
ihlr-22370	649	2	.	.	PUNCT
ihlr-22370	650	1	marshall	marshall	PROPN
ihlr-22370	650	2	,	,	PUNCT
ihlr-22370	650	3	supra	supra	PROPN
ihlr-22370	650	4	note	note	PROPN
ihlr-22370	650	5	113	113	NUM
ihlr-22370	650	6	.	.	PUNCT
ihlr-22370	650	7	116	116	NUM
ihlr-22370	650	8	.	.	PUNCT
ihlr-22370	651	1	tringale	tringale	NOUN
ihlr-22370	651	2	,	,	PUNCT
ihlr-22370	651	3	supra	supra	PROPN
ihlr-22370	651	4	note	note	NOUN
ihlr-22370	651	5	3	3	NUM
ihlr-22370	651	6	,	,	PUNCT
ihlr-22370	651	7	at	at	ADP
ihlr-22370	651	8	1781	1781	NUM
ihlr-22370	651	9	.	.	PUNCT
ihlr-22370	652	1	117	117	NUM
ihlr-22370	652	2	.	.	PUNCT
ihlr-22370	652	3	catherine	catherine	PROPN
ihlr-22370	652	4	saint	saint	PROPN
ihlr-22370	652	5	louis	louis	PROPN
ihlr-22370	652	6	,	,	PUNCT
ihlr-22370	652	7	dr	dr	PROPN
ihlr-22370	652	8	.	.	PROPN
ihlr-22370	652	9	paid	pay	VERB
ihlr-22370	652	10	-	-	PUNCT
ihlr-22370	652	11	less	less	ADJ
ihlr-22370	652	12	:	:	PUNCT
ihlr-22370	652	13	an	an	DET
ihlr-22370	652	14	old	old	ADJ
ihlr-22370	652	15	title	title	NOUN
ihlr-22370	652	16	still	still	ADV
ihlr-22370	652	17	fits	fit	VERB
ihlr-22370	652	18	female	female	ADJ
ihlr-22370	652	19	physicians	physician	NOUN
ihlr-22370	652	20	,	,	PUNCT
ihlr-22370	652	21	n.y	n.y	PROPN
ihlr-22370	652	22	.	.	PROPN
ihlr-22370	652	23	times	times	PROPN
ihlr-22370	652	24	(	(	PUNCT
ihlr-22370	652	25	july	july	PROPN
ihlr-22370	652	26	11	11	NUM
ihlr-22370	652	27	,	,	PUNCT
ihlr-22370	652	28	2016	2016	NUM
ihlr-22370	652	29	)	)	PUNCT
ihlr-22370	652	30	,	,	PUNCT
ihlr-22370	652	31	https://www.nytimes.com/2016/07/12/health/women-doctors-salaries-paygap.html	https://www.nytimes.com/2016/07/12/health/women-doctors-salaries-paygap.html	PROPN
ihlr-22370	653	1	[	[	X
ihlr-22370	653	2	https://perma.cc/7lhw-k4d4	https://perma.cc/7lhw-k4d4	X
ihlr-22370	653	3	]	]	PUNCT
ihlr-22370	653	4	.	.	PUNCT
ihlr-22370	654	1	https://doi.org/10.1093/jnci/djw163	https://doi.org/10.1093/jnci/djw163	PRON
ihlr-22370	654	2	90	90	NUM
ihlr-22370	654	3	indiana	indiana	PROPN
ihlr-22370	654	4	health	health	PROPN
ihlr-22370	654	5	law	law	NOUN
ihlr-22370	654	6	review	review	NOUN
ihlr-22370	655	1	[	[	X
ihlr-22370	655	2	vol	vol	NOUN
ihlr-22370	655	3	.	.	PUNCT
ihlr-22370	656	1	15:67	15:67	NUM
ihlr-22370	656	2	when	when	SCONJ
ihlr-22370	656	3	initiating	initiate	VERB
ihlr-22370	656	4	financial	financial	ADJ
ihlr-22370	656	5	relationships	relationship	NOUN
ihlr-22370	656	6	.	.	PUNCT
ihlr-22370	657	1	moreover	moreover	ADV
ihlr-22370	657	2	,	,	PUNCT
ihlr-22370	657	3	the	the	DET
ihlr-22370	657	4	gender	gender	NOUN
ihlr-22370	657	5	disparity	disparity	NOUN
ihlr-22370	657	6	may	may	AUX
ihlr-22370	657	7	be	be	AUX
ihlr-22370	657	8	self	self	NOUN
ihlr-22370	657	9	-	-	PUNCT
ihlr-22370	657	10	reinforcing	reinforce	VERB
ihlr-22370	657	11	,	,	PUNCT
ihlr-22370	657	12	as	as	SCONJ
ihlr-22370	657	13	industry	industry	NOUN
ihlr-22370	657	14	may	may	AUX
ihlr-22370	657	15	prefer	prefer	VERB
ihlr-22370	657	16	to	to	PART
ihlr-22370	657	17	target	target	VERB
ihlr-22370	657	18	influential	influential	ADJ
ihlr-22370	657	19	opinion	opinion	NOUN
ihlr-22370	657	20	leaders	leader	NOUN
ihlr-22370	657	21	and	and	CCONJ
ihlr-22370	657	22	manufacturers	manufacturer	NOUN
ihlr-22370	657	23	may	may	AUX
ihlr-22370	657	24	view	view	VERB
ihlr-22370	657	25	more	more	ADJ
ihlr-22370	657	26	male	male	ADJ
ihlr-22370	657	27	physicians	physician	NOUN
ihlr-22370	657	28	belonging	belong	VERB
ihlr-22370	657	29	in	in	ADP
ihlr-22370	657	30	this	this	DET
ihlr-22370	657	31	group	group	NOUN
ihlr-22370	657	32	precisely	precisely	ADV
ihlr-22370	657	33	because	because	SCONJ
ihlr-22370	657	34	of	of	ADP
ihlr-22370	657	35	the	the	DET
ihlr-22370	657	36	male	male	ADJ
ihlr-22370	657	37	physicians	physician	NOUN
ihlr-22370	657	38	’	'	PUNCT
ihlr-22370	657	39	greater	great	ADJ
ihlr-22370	657	40	likelihood	likelihood	NOUN
ihlr-22370	657	41	of	of	ADP
ihlr-22370	657	42	having	have	VERB
ihlr-22370	657	43	previous	previous	ADJ
ihlr-22370	657	44	deals	deal	NOUN
ihlr-22370	657	45	with	with	AUX
ihlr-22370	657	46	manufacturers.118	manufacturers.118	VERB
ihlr-22370	657	47	the	the	DET
ihlr-22370	657	48	gender	gender	NOUN
ihlr-22370	657	49	disparity	disparity	NOUN
ihlr-22370	657	50	data	datum	NOUN
ihlr-22370	657	51	also	also	ADV
ihlr-22370	657	52	has	have	VERB
ihlr-22370	657	53	interesting	interesting	ADJ
ihlr-22370	657	54	ramifications	ramification	NOUN
ihlr-22370	657	55	for	for	ADP
ihlr-22370	657	56	regulation	regulation	NOUN
ihlr-22370	657	57	and	and	CCONJ
ihlr-22370	657	58	policy	policy	NOUN
ihlr-22370	657	59	.	.	PUNCT
ihlr-22370	658	1	because	because	SCONJ
ihlr-22370	658	2	gender	gender	NOUN
ihlr-22370	658	3	is	be	AUX
ihlr-22370	658	4	a	a	DET
ihlr-22370	658	5	predictor	predictor	NOUN
ihlr-22370	658	6	,	,	PUNCT
ihlr-22370	658	7	among	among	ADP
ihlr-22370	658	8	other	other	ADJ
ihlr-22370	658	9	factors	factor	NOUN
ihlr-22370	658	10	,	,	PUNCT
ihlr-22370	658	11	for	for	ADP
ihlr-22370	658	12	potential	potential	ADJ
ihlr-22370	658	13	financial	financial	ADJ
ihlr-22370	658	14	conflicts	conflict	NOUN
ihlr-22370	658	15	,	,	PUNCT
ihlr-22370	658	16	regulators	regulator	NOUN
ihlr-22370	658	17	might	might	AUX
ihlr-22370	658	18	consider	consider	VERB
ihlr-22370	658	19	physician	physician	NOUN
ihlr-22370	658	20	gender	gender	NOUN
ihlr-22370	658	21	in	in	ADP
ihlr-22370	658	22	developing	develop	VERB
ihlr-22370	658	23	targeted	target	VERB
ihlr-22370	658	24	educational	educational	ADJ
ihlr-22370	658	25	efforts	effort	NOUN
ihlr-22370	658	26	and	and	CCONJ
ihlr-22370	658	27	monitoring	monitor	VERB
ihlr-22370	658	28	plans	plan	NOUN
ihlr-22370	658	29	for	for	ADP
ihlr-22370	658	30	compliance	compliance	NOUN
ihlr-22370	658	31	under	under	ADP
ihlr-22370	658	32	the	the	DET
ihlr-22370	658	33	health	health	NOUN
ihlr-22370	658	34	care	care	NOUN
ihlr-22370	658	35	fraud	fraud	NOUN
ihlr-22370	658	36	and	and	CCONJ
ihlr-22370	658	37	abuse	abuse	NOUN
ihlr-22370	658	38	laws	law	NOUN
ihlr-22370	658	39	.	.	PUNCT
ihlr-22370	659	1	moreover	moreover	ADV
ihlr-22370	659	2	,	,	PUNCT
ihlr-22370	659	3	the	the	PRON
ihlr-22370	659	4	incentives	incentive	NOUN
ihlr-22370	659	5	female	female	ADJ
ihlr-22370	659	6	physicians	physician	NOUN
ihlr-22370	659	7	face	face	VERB
ihlr-22370	659	8	for	for	ADP
ihlr-22370	659	9	less	less	ADJ
ihlr-22370	659	10	financial	financial	ADJ
ihlr-22370	659	11	relationships	relationship	NOUN
ihlr-22370	659	12	with	with	ADP
ihlr-22370	659	13	industry	industry	NOUN
ihlr-22370	659	14	might	might	AUX
ihlr-22370	659	15	be	be	AUX
ihlr-22370	659	16	further	far	ADV
ihlr-22370	659	17	studied	study	VERB
ihlr-22370	659	18	and	and	CCONJ
ihlr-22370	659	19	replicated	replicate	VERB
ihlr-22370	659	20	on	on	ADP
ihlr-22370	659	21	a	a	DET
ihlr-22370	659	22	broader	broad	ADJ
ihlr-22370	659	23	scale	scale	NOUN
ihlr-22370	659	24	to	to	PART
ihlr-22370	659	25	counter	counter	VERB
ihlr-22370	659	26	aggressive	aggressive	ADJ
ihlr-22370	659	27	industry	industry	NOUN
ihlr-22370	659	28	influence	influence	NOUN
ihlr-22370	659	29	.	.	PUNCT
ihlr-22370	660	1	meanwhile	meanwhile	ADV
ihlr-22370	660	2	,	,	PUNCT
ihlr-22370	660	3	some	some	DET
ihlr-22370	660	4	commentators	commentator	NOUN
ihlr-22370	660	5	hope	hope	VERB
ihlr-22370	660	6	that	that	SCONJ
ihlr-22370	660	7	the	the	DET
ihlr-22370	660	8	sunshine	sunshine	PROPN
ihlr-22370	660	9	act	act	PROPN
ihlr-22370	660	10	’s	’s	PART
ihlr-22370	660	11	transparency	transparency	NOUN
ihlr-22370	660	12	about	about	ADP
ihlr-22370	660	13	gender	gender	NOUN
ihlr-22370	660	14	disparity	disparity	NOUN
ihlr-22370	660	15	will	will	AUX
ihlr-22370	660	16	end	end	VERB
ihlr-22370	660	17	up	up	ADP
ihlr-22370	660	18	reducing	reduce	VERB
ihlr-22370	660	19	gender	gender	NOUN
ihlr-22370	660	20	differences	difference	NOUN
ihlr-22370	660	21	.	.	PUNCT
ihlr-22370	661	1	under	under	ADP
ihlr-22370	661	2	this	this	DET
ihlr-22370	661	3	view	view	NOUN
ihlr-22370	661	4	,	,	PUNCT
ihlr-22370	661	5	increased	increase	VERB
ihlr-22370	661	6	visibility119	visibility119	PROPN
ihlr-22370	661	7	of	of	ADP
ihlr-22370	661	8	how	how	SCONJ
ihlr-22370	661	9	industry	industry	NOUN
ihlr-22370	661	10	payments	payment	NOUN
ihlr-22370	661	11	to	to	ADP
ihlr-22370	661	12	physicians	physician	NOUN
ihlr-22370	661	13	differ	differ	VERB
ihlr-22370	661	14	by	by	ADP
ihlr-22370	661	15	gender	gender	NOUN
ihlr-22370	661	16	could	could	AUX
ihlr-22370	661	17	lead	lead	VERB
ihlr-22370	661	18	to	to	ADP
ihlr-22370	661	19	greater	great	ADJ
ihlr-22370	661	20	questioning	questioning	NOUN
ihlr-22370	661	21	of	of	ADP
ihlr-22370	661	22	manufacturers	manufacturer	NOUN
ihlr-22370	661	23	’	’	PART
ihlr-22370	661	24	business	business	NOUN
ihlr-22370	661	25	practices	practice	NOUN
ihlr-22370	661	26	generally	generally	ADV
ihlr-22370	661	27	,	,	PUNCT
ihlr-22370	661	28	pressuring	pressure	VERB
ihlr-22370	661	29	companies	company	NOUN
ihlr-22370	661	30	to	to	PART
ihlr-22370	661	31	adopt	adopt	VERB
ihlr-22370	661	32	more	more	ADJ
ihlr-22370	661	33	gender	gender	NOUN
ihlr-22370	661	34	-	-	PUNCT
ihlr-22370	661	35	neutral	neutral	ADJ
ihlr-22370	661	36	payment	payment	NOUN
ihlr-22370	661	37	practices	practice	NOUN
ihlr-22370	661	38	in	in	ADP
ihlr-22370	661	39	interacting	interact	VERB
ihlr-22370	661	40	with	with	ADP
ihlr-22370	661	41	medicine.120	medicine.120	NOUN
ihlr-22370	661	42	any	any	DET
ihlr-22370	661	43	such	such	ADJ
ihlr-22370	661	44	impact	impact	NOUN
ihlr-22370	661	45	of	of	ADP
ihlr-22370	661	46	the	the	DET
ihlr-22370	661	47	sunshine	sunshine	PROPN
ihlr-22370	661	48	act	act	PROPN
ihlr-22370	661	49	,	,	PUNCT
ihlr-22370	661	50	however	however	ADV
ihlr-22370	661	51	,	,	PUNCT
ihlr-22370	661	52	remains	remain	VERB
ihlr-22370	661	53	to	to	PART
ihlr-22370	661	54	be	be	AUX
ihlr-22370	661	55	seen	see	VERB
ihlr-22370	661	56	.	.	PUNCT
ihlr-22370	662	1	d.	d.	PROPN
ihlr-22370	662	2	skewed	skewed	ADJ
ihlr-22370	662	3	distribution	distribution	NOUN
ihlr-22370	662	4	:	:	PUNCT
ihlr-22370	662	5	small	small	ADJ
ihlr-22370	662	6	number	number	NOUN
ihlr-22370	662	7	of	of	ADP
ihlr-22370	662	8	physicians	physician	NOUN
ihlr-22370	662	9	attracting	attract	VERB
ihlr-22370	662	10	most	most	ADJ
ihlr-22370	662	11	dollars	dollar	NOUN
ihlr-22370	662	12	the	the	DET
ihlr-22370	662	13	emerging	emerge	VERB
ihlr-22370	662	14	sunshine	sunshine	PROPN
ihlr-22370	662	15	act	act	PROPN
ihlr-22370	662	16	data	datum	NOUN
ihlr-22370	662	17	has	have	AUX
ihlr-22370	662	18	also	also	ADV
ihlr-22370	662	19	revealed	reveal	VERB
ihlr-22370	662	20	interesting	interesting	ADJ
ihlr-22370	662	21	patterns	pattern	NOUN
ihlr-22370	662	22	in	in	ADP
ihlr-22370	662	23	the	the	DET
ihlr-22370	662	24	distribution	distribution	NOUN
ihlr-22370	662	25	of	of	ADP
ihlr-22370	662	26	payments	payment	NOUN
ihlr-22370	662	27	within	within	ADP
ihlr-22370	662	28	a	a	DET
ihlr-22370	662	29	medical	medical	ADJ
ihlr-22370	662	30	specialty	specialty	NOUN
ihlr-22370	662	31	.	.	PUNCT
ihlr-22370	663	1	among	among	ADP
ihlr-22370	663	2	physicians	physician	NOUN
ihlr-22370	663	3	within	within	ADP
ihlr-22370	663	4	a	a	DET
ihlr-22370	663	5	particular	particular	ADJ
ihlr-22370	663	6	medical	medical	ADJ
ihlr-22370	663	7	field	field	NOUN
ihlr-22370	663	8	who	who	PRON
ihlr-22370	663	9	do	do	AUX
ihlr-22370	663	10	receive	receive	VERB
ihlr-22370	663	11	payments	payment	NOUN
ihlr-22370	663	12	,	,	PUNCT
ihlr-22370	663	13	the	the	DET
ihlr-22370	663	14	financial	financial	ADJ
ihlr-22370	663	15	amounts	amount	NOUN
ihlr-22370	663	16	involved	involve	VERB
ihlr-22370	663	17	are	be	AUX
ihlr-22370	663	18	not	not	PART
ihlr-22370	663	19	relatively	relatively	ADV
ihlr-22370	663	20	uniform	uniform	ADJ
ihlr-22370	663	21	.	.	PUNCT
ihlr-22370	664	1	instead	instead	ADV
ihlr-22370	664	2	,	,	PUNCT
ihlr-22370	664	3	payment	payment	NOUN
ihlr-22370	664	4	distribution	distribution	NOUN
ihlr-22370	664	5	is	be	AUX
ihlr-22370	664	6	heavily	heavily	ADV
ihlr-22370	664	7	skewed	skewed	ADJ
ihlr-22370	664	8	toward	toward	ADP
ihlr-22370	664	9	a	a	DET
ihlr-22370	664	10	small	small	ADJ
ihlr-22370	664	11	number	number	NOUN
ihlr-22370	664	12	of	of	ADP
ihlr-22370	664	13	physicians	physician	NOUN
ihlr-22370	664	14	who	who	PRON
ihlr-22370	664	15	are	be	AUX
ihlr-22370	664	16	top	top	ADJ
ihlr-22370	664	17	earners	earner	NOUN
ihlr-22370	664	18	.	.	PUNCT
ihlr-22370	665	1	for	for	ADP
ihlr-22370	665	2	example	example	NOUN
ihlr-22370	665	3	,	,	PUNCT
ihlr-22370	665	4	among	among	ADP
ihlr-22370	665	5	orthopedic	orthopedic	ADJ
ihlr-22370	665	6	surgeons	surgeon	NOUN
ihlr-22370	665	7	,	,	PUNCT
ihlr-22370	665	8	a	a	DET
ihlr-22370	665	9	very	very	ADV
ihlr-22370	665	10	small	small	ADJ
ihlr-22370	665	11	number	number	NOUN
ihlr-22370	665	12	of	of	ADP
ihlr-22370	665	13	practitioners	practitioner	NOUN
ihlr-22370	665	14	attract	attract	VERB
ihlr-22370	665	15	the	the	DET
ihlr-22370	665	16	lion	lion	NOUN
ihlr-22370	665	17	share	share	NOUN
ihlr-22370	665	18	of	of	ADP
ihlr-22370	665	19	payments	payment	NOUN
ihlr-22370	665	20	in	in	ADP
ihlr-22370	665	21	terms	term	NOUN
ihlr-22370	665	22	of	of	ADP
ihlr-22370	665	23	dollar	dollar	NOUN
ihlr-22370	665	24	value	value	NOUN
ihlr-22370	665	25	.	.	PUNCT
ihlr-22370	666	1	open	open	ADJ
ihlr-22370	666	2	payments	payment	NOUN
ihlr-22370	666	3	database	database	NOUN
ihlr-22370	666	4	reports	report	NOUN
ihlr-22370	666	5	indicates	indicate	VERB
ihlr-22370	666	6	that	that	SCONJ
ihlr-22370	666	7	only	only	ADV
ihlr-22370	666	8	about	about	ADV
ihlr-22370	666	9	2	2	NUM
ihlr-22370	666	10	%	%	NOUN
ihlr-22370	666	11	of	of	ADP
ihlr-22370	666	12	orthopedic	orthopedic	ADJ
ihlr-22370	666	13	surgeons	surgeon	NOUN
ihlr-22370	666	14	receive	receive	VERB
ihlr-22370	666	15	royalty	royalty	NOUN
ihlr-22370	666	16	and	and	CCONJ
ihlr-22370	666	17	license	license	NOUN
ihlr-22370	666	18	payments	payment	NOUN
ihlr-22370	666	19	from	from	ADP
ihlr-22370	666	20	industry	industry	NOUN
ihlr-22370	666	21	.	.	PUNCT
ihlr-22370	667	1	but	but	CCONJ
ihlr-22370	667	2	the	the	DET
ihlr-22370	667	3	aggregate	aggregate	ADJ
ihlr-22370	667	4	dollar	dollar	NOUN
ihlr-22370	667	5	value	value	NOUN
ihlr-22370	667	6	of	of	ADP
ihlr-22370	667	7	these	these	DET
ihlr-22370	667	8	payments	payment	NOUN
ihlr-22370	667	9	is	be	AUX
ihlr-22370	667	10	quite	quite	ADV
ihlr-22370	667	11	large	large	ADJ
ihlr-22370	667	12	,	,	PUNCT
ihlr-22370	667	13	accounting	account	VERB
ihlr-22370	667	14	for	for	ADP
ihlr-22370	667	15	70	70	NUM
ihlr-22370	667	16	%	%	NOUN
ihlr-22370	667	17	of	of	ADP
ihlr-22370	667	18	the	the	DET
ihlr-22370	667	19	total	total	ADJ
ihlr-22370	667	20	value	value	NOUN
ihlr-22370	667	21	of	of	ADP
ihlr-22370	667	22	monetary	monetary	ADJ
ihlr-22370	667	23	payments	payment	NOUN
ihlr-22370	667	24	received	receive	VERB
ihlr-22370	667	25	by	by	ADP
ihlr-22370	667	26	all	all	DET
ihlr-22370	667	27	orthopedic	orthopedic	ADJ
ihlr-22370	667	28	surgeons.121	surgeons.121	ADJ
ihlr-22370	667	29	similar	similar	ADJ
ihlr-22370	667	30	skewed	skewed	ADJ
ihlr-22370	667	31	payment	payment	NOUN
ihlr-22370	667	32	distribution	distribution	NOUN
ihlr-22370	667	33	patterns	pattern	NOUN
ihlr-22370	667	34	,	,	PUNCT
ihlr-22370	667	35	with	with	ADP
ihlr-22370	667	36	large	large	ADJ
ihlr-22370	667	37	dollar	dollar	NOUN
ihlr-22370	667	38	amounts	amount	NOUN
ihlr-22370	667	39	flowing	flow	VERB
ihlr-22370	667	40	toward	toward	ADP
ihlr-22370	667	41	a	a	DET
ihlr-22370	667	42	few	few	ADJ
ihlr-22370	667	43	top	top	ADJ
ihlr-22370	667	44	-	-	PUNCT
ihlr-22370	667	45	earners	earner	NOUN
ihlr-22370	667	46	,	,	PUNCT
ihlr-22370	667	47	have	have	AUX
ihlr-22370	667	48	been	be	AUX
ihlr-22370	667	49	observed	observe	VERB
ihlr-22370	667	50	in	in	ADP
ihlr-22370	667	51	several	several	ADJ
ihlr-22370	667	52	other	other	ADJ
ihlr-22370	667	53	specialties	specialty	NOUN
ihlr-22370	667	54	.	.	PUNCT
ihlr-22370	668	1	according	accord	VERB
ihlr-22370	668	2	to	to	ADP
ihlr-22370	668	3	early	early	PROPN
ihlr-22370	668	4	sunshine	sunshine	PROPN
ihlr-22370	668	5	act	act	PROPN
ihlr-22370	668	6	data	data	PROPN
ihlr-22370	668	7	,	,	PUNCT
ihlr-22370	668	8	the	the	DET
ihlr-22370	668	9	top	top	ADJ
ihlr-22370	668	10	ten	ten	NUM
ihlr-22370	668	11	percent	percent	NOUN
ihlr-22370	668	12	of	of	ADP
ihlr-22370	668	13	otolaryngologists	otolaryngologist	NOUN
ihlr-22370	668	14	,	,	PUNCT
ihlr-22370	668	15	ranked	rank	VERB
ihlr-22370	668	16	by	by	ADP
ihlr-22370	668	17	the	the	DET
ihlr-22370	668	18	dollar	dollar	NOUN
ihlr-22370	668	19	value	value	NOUN
ihlr-22370	668	20	of	of	ADP
ihlr-22370	668	21	industry	industry	NOUN
ihlr-22370	668	22	payments	payment	NOUN
ihlr-22370	668	23	they	they	PRON
ihlr-22370	668	24	each	each	PRON
ihlr-22370	668	25	receive	receive	VERB
ihlr-22370	668	26	,	,	PUNCT
ihlr-22370	668	27	account	account	VERB
ihlr-22370	668	28	for	for	ADP
ihlr-22370	668	29	87	87	NUM
ihlr-22370	668	30	%	%	NOUN
ihlr-22370	668	31	of	of	ADP
ihlr-22370	668	32	all	all	DET
ihlr-22370	668	33	the	the	DET
ihlr-22370	668	34	industry	industry	NOUN
ihlr-22370	668	35	payments	payment	NOUN
ihlr-22370	668	36	to	to	ADP
ihlr-22370	668	37	their	their	PRON
ihlr-22370	668	38	specialty	specialty	NOUN
ihlr-22370	668	39	field	field	NOUN
ihlr-22370	668	40	as	as	ADP
ihlr-22370	668	41	a	a	DET
ihlr-22370	668	42	whole	whole	NOUN
ihlr-22370	668	43	.	.	PUNCT
ihlr-22370	669	1	industry122	industry122	PROPN
ihlr-22370	669	2	118	118	NUM
ihlr-22370	669	3	.	.	PUNCT
ihlr-22370	670	1	i	i	PRON
ihlr-22370	670	2	d.	d.	PROPN
ihlr-22370	670	3	119	119	NUM
ihlr-22370	670	4	.	.	PUNCT
ihlr-22370	671	1	susannah	susannah	PROPN
ihlr-22370	671	2	l.	l.	PROPN
ihlr-22370	671	3	rose	rise	VERB
ihlr-22370	671	4	et	et	PROPN
ihlr-22370	671	5	al	al	PROPN
ihlr-22370	671	6	.	.	PROPN
ihlr-22370	672	1	gender	gender	NOUN
ihlr-22370	672	2	differences	difference	NOUN
ihlr-22370	672	3	in	in	ADP
ihlr-22370	672	4	physicians	physician	NOUN
ihlr-22370	672	5	’	'	PUNCT
ihlr-22370	672	6	financial	financial	ADJ
ihlr-22370	672	7	ties	tie	NOUN
ihlr-22370	672	8	to	to	ADP
ihlr-22370	672	9	industry	industry	NOUN
ihlr-22370	672	10	:	:	PUNCT
ihlr-22370	672	11	a	a	DET
ihlr-22370	672	12	study	study	NOUN
ihlr-22370	672	13	of	of	ADP
ihlr-22370	672	14	national	national	ADJ
ihlr-22370	672	15	disclosure	disclosure	NOUN
ihlr-22370	672	16	,	,	PUNCT
ihlr-22370	672	17	plos	plos	PROPN
ihlr-22370	672	18	one	one	NUM
ihlr-22370	672	19	1	1	NUM
ihlr-22370	672	20	,	,	PUNCT
ihlr-22370	672	21	8	8	NUM
ihlr-22370	672	22	(	(	PUNCT
ihlr-22370	672	23	june	june	PROPN
ihlr-22370	672	24	11	11	NUM
ihlr-22370	672	25	,	,	PUNCT
ihlr-22370	672	26	2015	2015	NUM
ihlr-22370	672	27	)	)	PUNCT
ihlr-22370	672	28	,	,	PUNCT
ihlr-22370	672	29	http://journals.plos.org/plosone/	http://journals.plos.org/plosone/	NOUN
ihlr-22370	672	30	article?id=10.1371	article?id=10.1371	NOUN
ihlr-22370	672	31	/	/	SYM
ihlr-22370	672	32	journal.pone.0129197	journal.pone.0129197	PROPN
ihlr-22370	673	1	[	[	X
ihlr-22370	673	2	https://perma.cc/7ub4-mm85	https://perma.cc/7ub4-mm85	PROPN
ihlr-22370	673	3	]	]	X
ihlr-22370	673	4	.	.	PUNCT
ihlr-22370	674	1	120	120	NUM
ihlr-22370	674	2	.	.	PUNCT
ihlr-22370	675	1	i	i	PRON
ihlr-22370	675	2	d.	d.	PROPN
ihlr-22370	675	3	121	121	NUM
ihlr-22370	675	4	.	.	PUNCT
ihlr-22370	676	1	cvetanovich	cvetanovich	PROPN
ihlr-22370	676	2	,	,	PUNCT
ihlr-22370	676	3	supra	supra	PROPN
ihlr-22370	676	4	note	note	PROPN
ihlr-22370	676	5	103	103	NUM
ihlr-22370	676	6	,	,	PUNCT
ihlr-22370	676	7	at	at	ADP
ihlr-22370	676	8	1293–94	1293–94	NOUN
ihlr-22370	676	9	.	.	PUNCT
ihlr-22370	677	1	122	122	NUM
ihlr-22370	677	2	.	.	PUNCT
ihlr-22370	678	1	vinay	vinay	PROPN
ihlr-22370	678	2	rathi	rathi	PROPN
ihlr-22370	678	3	et	et	PROPN
ihlr-22370	678	4	al	al	PROPN
ihlr-22370	678	5	.	.	PROPN
ihlr-22370	678	6	,	,	PUNCT
ihlr-22370	678	7	industry	industry	NOUN
ihlr-22370	678	8	ties	tie	NOUN
ihlr-22370	678	9	in	in	ADP
ihlr-22370	678	10	otolaryngology	otolaryngology	NOUN
ihlr-22370	678	11	:	:	PUNCT
ihlr-22370	678	12	initial	initial	ADJ
ihlr-22370	678	13	insights	insight	NOUN
ihlr-22370	678	14	from	from	ADP
ihlr-22370	678	15	the	the	DET
ihlr-22370	678	16	physician	physician	NOUN
ihlr-22370	678	17	payment	payment	NOUN
ihlr-22370	678	18	sunshine	sunshine	PROPN
ihlr-22370	678	19	act	act	PROPN
ihlr-22370	678	20	,	,	PUNCT
ihlr-22370	678	21	152	152	NUM
ihlr-22370	678	22	otolaryngology	otolaryngology	NOUN
ihlr-22370	678	23	-	-	PUNCT
ihlr-22370	678	24	head	head	NOUN
ihlr-22370	678	25	&	&	CCONJ
ihlr-22370	678	26	neck	neck	PROPN
ihlr-22370	678	27	surgery	surgery	NOUN
ihlr-22370	678	28	993	993	NUM
ihlr-22370	678	29	(	(	PUNCT
ihlr-22370	678	30	2015	2015	NUM
ihlr-22370	678	31	)	)	PUNCT
ihlr-22370	678	32	https://doi.org/10.1371/journal.pone.0129197	https://doi.org/10.1371/journal.pone.0129197	NOUN
ihlr-22370	678	33	https://doi.org/10.1177/0194599815573718	https://doi.org/10.1177/0194599815573718	ADP
ihlr-22370	678	34	2018	2018	NUM
ihlr-22370	678	35	]	]	PUNCT
ihlr-22370	678	36	financial	financial	ADJ
ihlr-22370	678	37	conflicts	conflict	NOUN
ihlr-22370	678	38	in	in	ADP
ihlr-22370	678	39	the	the	DET
ihlr-22370	678	40	new	new	ADJ
ihlr-22370	678	41	era	era	NOUN
ihlr-22370	678	42	of	of	ADP
ihlr-22370	678	43	sunshine	sunshine	NOUN
ihlr-22370	678	44	91	91	NUM
ihlr-22370	678	45	payments	payment	NOUN
ihlr-22370	678	46	to	to	ADP
ihlr-22370	678	47	obstetrics	obstetric	NOUN
ihlr-22370	678	48	-	-	PUNCT
ihlr-22370	678	49	gynecologists	gynecologist	NOUN
ihlr-22370	678	50	likewise	likewise	ADV
ihlr-22370	678	51	seem	seem	VERB
ihlr-22370	678	52	skewed	skewed	ADJ
ihlr-22370	678	53	to	to	ADP
ihlr-22370	678	54	a	a	DET
ihlr-22370	678	55	small	small	ADJ
ihlr-22370	678	56	number	number	NOUN
ihlr-22370	678	57	of	of	ADP
ihlr-22370	678	58	top	top	ADJ
ihlr-22370	678	59	earners	earner	NOUN
ihlr-22370	678	60	.	.	PUNCT
ihlr-22370	679	1	orthopedic	orthopedic	ADJ
ihlr-22370	679	2	surgery	surgery	NOUN
ihlr-22370	679	3	and	and	CCONJ
ihlr-22370	679	4	neurosurgery	neurosurgery	NOUN
ihlr-22370	679	5	have	have	VERB
ihlr-22370	679	6	the	the	DET
ihlr-22370	679	7	greatest	great	ADJ
ihlr-22370	679	8	payment123	payment123	NOUN
ihlr-22370	679	9	distribution	distribution	NOUN
ihlr-22370	679	10	disparity	disparity	NOUN
ihlr-22370	679	11	(	(	PUNCT
ihlr-22370	679	12	in	in	ADP
ihlr-22370	679	13	terms	term	NOUN
ihlr-22370	679	14	of	of	ADP
ihlr-22370	679	15	overall	overall	ADJ
ihlr-22370	679	16	dollar	dollar	NOUN
ihlr-22370	679	17	value	value	NOUN
ihlr-22370	679	18	flowing	flow	VERB
ihlr-22370	679	19	to	to	ADP
ihlr-22370	679	20	each	each	DET
ihlr-22370	679	21	physician	physician	NOUN
ihlr-22370	679	22	)	)	PUNCT
ihlr-22370	679	23	between	between	ADP
ihlr-22370	679	24	practitioners	practitioner	NOUN
ihlr-22370	679	25	in	in	ADP
ihlr-22370	679	26	their	their	PRON
ihlr-22370	679	27	disciplines	discipline	NOUN
ihlr-22370	679	28	.	.	PUNCT
ihlr-22370	680	1	however	however	ADV
ihlr-22370	680	2	,	,	PUNCT
ihlr-22370	680	3	not	not	PART
ihlr-22370	680	4	all	all	DET
ihlr-22370	680	5	medical	medical	ADJ
ihlr-22370	680	6	fields	field	NOUN
ihlr-22370	680	7	have	have	VERB
ihlr-22370	680	8	this	this	DET
ihlr-22370	680	9	very	very	ADV
ihlr-22370	680	10	high	high	ADJ
ihlr-22370	680	11	degree	degree	NOUN
ihlr-22370	680	12	of	of	ADP
ihlr-22370	680	13	skewed	skewed	ADJ
ihlr-22370	680	14	payment	payment	NOUN
ihlr-22370	680	15	distribution	distribution	NOUN
ihlr-22370	680	16	.	.	PUNCT
ihlr-22370	681	1	primary	primary	ADJ
ihlr-22370	681	2	care	care	NOUN
ihlr-22370	681	3	fields	field	NOUN
ihlr-22370	681	4	like	like	ADP
ihlr-22370	681	5	internal	internal	ADJ
ihlr-22370	681	6	medicine	medicine	NOUN
ihlr-22370	681	7	and	and	CCONJ
ihlr-22370	681	8	family	family	NOUN
ihlr-22370	681	9	medicine	medicine	NOUN
ihlr-22370	681	10	are	be	AUX
ihlr-22370	681	11	not	not	PART
ihlr-22370	681	12	as	as	ADV
ihlr-22370	681	13	heavily	heavily	ADV
ihlr-22370	681	14	skewed	skewed	ADJ
ihlr-22370	681	15	in	in	ADP
ihlr-22370	681	16	payment	payment	NOUN
ihlr-22370	681	17	distribution.124	distribution.124	PROPN
ihlr-22370	681	18	the	the	DET
ihlr-22370	681	19	skewed	skewed	ADJ
ihlr-22370	681	20	payment	payment	NOUN
ihlr-22370	681	21	distribution	distribution	NOUN
ihlr-22370	681	22	patterns	pattern	NOUN
ihlr-22370	681	23	can	can	AUX
ihlr-22370	681	24	be	be	AUX
ihlr-22370	681	25	interpreted	interpret	VERB
ihlr-22370	681	26	in	in	ADP
ihlr-22370	681	27	different	different	ADJ
ihlr-22370	681	28	ways	way	NOUN
ihlr-22370	681	29	.	.	PUNCT
ihlr-22370	682	1	a	a	DET
ihlr-22370	682	2	more	more	ADV
ihlr-22370	682	3	benign	benign	ADJ
ihlr-22370	682	4	explanation	explanation	NOUN
ihlr-22370	682	5	is	be	AUX
ihlr-22370	682	6	that	that	SCONJ
ihlr-22370	682	7	manufacturers	manufacturer	NOUN
ihlr-22370	682	8	target	target	VERB
ihlr-22370	682	9	the	the	DET
ihlr-22370	682	10	few	few	ADJ
ihlr-22370	682	11	respected	respected	ADJ
ihlr-22370	682	12	opinion	opinion	NOUN
ihlr-22370	682	13	leaders	leader	NOUN
ihlr-22370	682	14	within	within	ADP
ihlr-22370	682	15	each	each	DET
ihlr-22370	682	16	field	field	NOUN
ihlr-22370	682	17	based	base	VERB
ihlr-22370	682	18	on	on	ADP
ihlr-22370	682	19	academic	academic	ADJ
ihlr-22370	682	20	credentials	credential	NOUN
ihlr-22370	682	21	and	and	CCONJ
ihlr-22370	682	22	general	general	ADJ
ihlr-22370	682	23	reputation	reputation	NOUN
ihlr-22370	682	24	,	,	PUNCT
ihlr-22370	682	25	hoping	hope	VERB
ihlr-22370	682	26	to	to	PART
ihlr-22370	682	27	tap	tap	VERB
ihlr-22370	682	28	their	their	PRON
ihlr-22370	682	29	expertise	expertise	NOUN
ihlr-22370	682	30	and	and	CCONJ
ihlr-22370	682	31	standing	stand	VERB
ihlr-22370	682	32	in	in	ADP
ihlr-22370	682	33	the	the	DET
ihlr-22370	682	34	field	field	NOUN
ihlr-22370	682	35	in	in	ADP
ihlr-22370	682	36	a	a	DET
ihlr-22370	682	37	variety	variety	NOUN
ihlr-22370	682	38	of	of	ADP
ihlr-22370	682	39	legitimate	legitimate	ADJ
ihlr-22370	682	40	collaborations	collaboration	NOUN
ihlr-22370	682	41	,	,	PUNCT
ihlr-22370	682	42	such	such	ADJ
ihlr-22370	682	43	as	as	ADP
ihlr-22370	682	44	consulting	consult	VERB
ihlr-22370	682	45	on	on	ADP
ihlr-22370	682	46	product	product	NOUN
ihlr-22370	682	47	development	development	NOUN
ihlr-22370	682	48	.	.	PUNCT
ihlr-22370	683	1	in	in	ADP
ihlr-22370	683	2	addition	addition	NOUN
ihlr-22370	683	3	,	,	PUNCT
ihlr-22370	683	4	royalty	royalty	NOUN
ihlr-22370	683	5	and	and	CCONJ
ihlr-22370	683	6	license	license	NOUN
ihlr-22370	683	7	fees	fee	NOUN
ihlr-22370	683	8	often	often	ADV
ihlr-22370	683	9	comprise	comprise	VERB
ihlr-22370	683	10	the	the	DET
ihlr-22370	683	11	large	large	ADJ
ihlr-22370	683	12	dollar	dollar	NOUN
ihlr-22370	683	13	payments	payment	NOUN
ihlr-22370	683	14	to	to	ADP
ihlr-22370	683	15	the	the	DET
ihlr-22370	683	16	top	top	ADJ
ihlr-22370	683	17	few	few	ADJ
ihlr-22370	683	18	earners	earner	NOUN
ihlr-22370	683	19	.	.	PUNCT
ihlr-22370	684	1	it	it	PRON
ihlr-22370	684	2	should	should	AUX
ihlr-22370	684	3	not	not	PART
ihlr-22370	684	4	surprise	surprise	VERB
ihlr-22370	684	5	that	that	SCONJ
ihlr-22370	684	6	only	only	ADV
ihlr-22370	684	7	a	a	DET
ihlr-22370	684	8	few	few	ADJ
ihlr-22370	684	9	physicians	physician	NOUN
ihlr-22370	684	10	in	in	ADP
ihlr-22370	684	11	each	each	DET
ihlr-22370	684	12	field	field	NOUN
ihlr-22370	684	13	are	be	AUX
ihlr-22370	684	14	able	able	ADJ
ihlr-22370	684	15	to	to	PART
ihlr-22370	684	16	earn	earn	VERB
ihlr-22370	684	17	such	such	ADJ
ihlr-22370	684	18	fees	fee	NOUN
ihlr-22370	684	19	as	as	ADP
ihlr-22370	684	20	successful	successful	ADJ
ihlr-22370	684	21	innovators	innovator	NOUN
ihlr-22370	684	22	because	because	SCONJ
ihlr-22370	684	23	of	of	ADP
ihlr-22370	684	24	the	the	DET
ihlr-22370	684	25	long	long	ADJ
ihlr-22370	684	26	,	,	PUNCT
ihlr-22370	684	27	arduous	arduous	ADJ
ihlr-22370	684	28	process	process	NOUN
ihlr-22370	684	29	for	for	ADP
ihlr-22370	684	30	taking	take	VERB
ihlr-22370	684	31	products	product	NOUN
ihlr-22370	684	32	from	from	ADP
ihlr-22370	684	33	the	the	DET
ihlr-22370	684	34	invention	invention	NOUN
ihlr-22370	684	35	stage	stage	NOUN
ihlr-22370	684	36	to	to	ADP
ihlr-22370	684	37	regulatory	regulatory	ADJ
ihlr-22370	684	38	approval	approval	NOUN
ihlr-22370	684	39	and	and	CCONJ
ihlr-22370	684	40	regular	regular	ADJ
ihlr-22370	684	41	clinical	clinical	ADJ
ihlr-22370	684	42	use	use	NOUN
ihlr-22370	684	43	.	.	PUNCT
ihlr-22370	685	1	a	a	DET
ihlr-22370	685	2	more	more	ADV
ihlr-22370	685	3	troubling	troubling	ADJ
ihlr-22370	685	4	explanation	explanation	NOUN
ihlr-22370	685	5	,	,	PUNCT
ihlr-22370	685	6	however	however	ADV
ihlr-22370	685	7	,	,	PUNCT
ihlr-22370	685	8	is	be	AUX
ihlr-22370	685	9	that	that	SCONJ
ihlr-22370	685	10	this	this	PRON
ihlr-22370	685	11	represents	represent	VERB
ihlr-22370	685	12	industry	industry	NOUN
ihlr-22370	685	13	attempts	attempt	NOUN
ihlr-22370	685	14	to	to	PART
ihlr-22370	685	15	heavily	heavily	ADV
ihlr-22370	685	16	leverage	leverage	VERB
ihlr-22370	685	17	a	a	DET
ihlr-22370	685	18	few	few	ADJ
ihlr-22370	685	19	physicians	physician	NOUN
ihlr-22370	685	20	through	through	ADP
ihlr-22370	685	21	very	very	ADV
ihlr-22370	685	22	lucrative	lucrative	ADJ
ihlr-22370	685	23	relationships	relationship	NOUN
ihlr-22370	685	24	,	,	PUNCT
ihlr-22370	685	25	and	and	CCONJ
ihlr-22370	685	26	rely	rely	VERB
ihlr-22370	685	27	upon	upon	SCONJ
ihlr-22370	685	28	those	those	DET
ihlr-22370	685	29	physicians	physician	NOUN
ihlr-22370	685	30	to	to	PART
ihlr-22370	685	31	influence	influence	VERB
ihlr-22370	685	32	their	their	PRON
ihlr-22370	685	33	peers	peer	NOUN
ihlr-22370	685	34	’	’	PART
ihlr-22370	685	35	prescribing	prescribing	NOUN
ihlr-22370	685	36	and	and	CCONJ
ihlr-22370	685	37	referral	referral	ADJ
ihlr-22370	685	38	choices	choice	NOUN
ihlr-22370	685	39	,	,	PUNCT
ihlr-22370	685	40	which	which	PRON
ihlr-22370	685	41	may	may	AUX
ihlr-22370	685	42	be	be	AUX
ihlr-22370	685	43	a	a	DET
ihlr-22370	685	44	more	more	ADV
ihlr-22370	685	45	cost	cost	NOUN
ihlr-22370	685	46	-	-	PUNCT
ihlr-22370	685	47	effective	effective	ADJ
ihlr-22370	685	48	way	way	NOUN
ihlr-22370	685	49	of	of	ADP
ihlr-22370	685	50	driving	drive	VERB
ihlr-22370	685	51	physician	physician	NOUN
ihlr-22370	685	52	prescribing	prescribing	NOUN
ihlr-22370	685	53	in	in	ADP
ihlr-22370	685	54	the	the	DET
ihlr-22370	685	55	aggregate	aggregate	NOUN
ihlr-22370	685	56	than	than	ADP
ihlr-22370	685	57	more	more	ADV
ihlr-22370	685	58	equal	equal	ADJ
ihlr-22370	685	59	distribution	distribution	NOUN
ihlr-22370	685	60	of	of	ADP
ihlr-22370	685	61	payments	payment	NOUN
ihlr-22370	685	62	.	.	PUNCT
ihlr-22370	686	1	further	far	ADV
ihlr-22370	686	2	,	,	PUNCT
ihlr-22370	686	3	the	the	DET
ihlr-22370	686	4	skewed	skewed	ADJ
ihlr-22370	686	5	payment	payment	NOUN
ihlr-22370	686	6	distribution	distribution	NOUN
ihlr-22370	686	7	patterns	pattern	NOUN
ihlr-22370	686	8	have	have	VERB
ihlr-22370	686	9	implications	implication	NOUN
ihlr-22370	686	10	for	for	ADP
ihlr-22370	686	11	regulation	regulation	NOUN
ihlr-22370	686	12	and	and	CCONJ
ihlr-22370	686	13	policy	policy	NOUN
ihlr-22370	686	14	.	.	PUNCT
ihlr-22370	687	1	in	in	ADP
ihlr-22370	687	2	clinical	clinical	ADJ
ihlr-22370	687	3	fields	field	NOUN
ihlr-22370	687	4	where	where	SCONJ
ihlr-22370	687	5	heavily	heavily	ADV
ihlr-22370	687	6	skewed	skewed	ADJ
ihlr-22370	687	7	payment	payment	NOUN
ihlr-22370	687	8	distributions	distribution	NOUN
ihlr-22370	687	9	occur	occur	VERB
ihlr-22370	687	10	,	,	PUNCT
ihlr-22370	687	11	regulators	regulator	NOUN
ihlr-22370	687	12	might	might	AUX
ihlr-22370	687	13	consider	consider	VERB
ihlr-22370	687	14	taking	take	VERB
ihlr-22370	687	15	action	action	NOUN
ihlr-22370	687	16	specifically	specifically	ADV
ihlr-22370	687	17	directed	direct	VERB
ihlr-22370	687	18	at	at	ADP
ihlr-22370	687	19	the	the	DET
ihlr-22370	687	20	top	top	ADJ
ihlr-22370	687	21	dollar	dollar	NOUN
ihlr-22370	687	22	physician	physician	NOUN
ihlr-22370	687	23	recipients	recipient	NOUN
ihlr-22370	687	24	as	as	SCONJ
ihlr-22370	687	25	their	their	PRON
ihlr-22370	687	26	financial	financial	ADJ
ihlr-22370	687	27	ties	tie	NOUN
ihlr-22370	687	28	may	may	AUX
ihlr-22370	687	29	warrant	warrant	VERB
ihlr-22370	687	30	more	more	ADV
ihlr-22370	687	31	finetuned	finetuned	ADJ
ihlr-22370	687	32	responses	response	NOUN
ihlr-22370	687	33	.	.	PUNCT
ihlr-22370	688	1	this	this	PRON
ihlr-22370	688	2	could	could	AUX
ihlr-22370	688	3	include	include	VERB
ihlr-22370	688	4	concentrated	concentrated	ADJ
ihlr-22370	688	5	audit	audit	NOUN
ihlr-22370	688	6	and	and	CCONJ
ihlr-22370	688	7	enforcement	enforcement	NOUN
ihlr-22370	688	8	actions	action	NOUN
ihlr-22370	688	9	and	and	CCONJ
ihlr-22370	688	10	prophylactic	prophylactic	ADJ
ihlr-22370	688	11	monitoring	monitoring	NOUN
ihlr-22370	688	12	of	of	ADP
ihlr-22370	688	13	the	the	DET
ihlr-22370	688	14	top	top	ADJ
ihlr-22370	688	15	dollar	dollar	NOUN
ihlr-22370	688	16	physician	physician	NOUN
ihlr-22370	688	17	recipients	recipient	NOUN
ihlr-22370	688	18	’	'	PUNCT
ihlr-22370	688	19	prescribing	prescribing	NOUN
ihlr-22370	688	20	.	.	PUNCT
ihlr-22370	689	1	regulators	regulator	NOUN
ihlr-22370	689	2	might	might	AUX
ihlr-22370	689	3	also	also	ADV
ihlr-22370	689	4	consider	consider	VERB
ihlr-22370	689	5	looking	look	VERB
ihlr-22370	689	6	at	at	ADP
ihlr-22370	689	7	the	the	DET
ihlr-22370	689	8	underlying	underlying	ADJ
ihlr-22370	689	9	payment	payment	NOUN
ihlr-22370	689	10	categories	category	NOUN
ihlr-22370	689	11	driving	drive	VERB
ihlr-22370	689	12	the	the	DET
ihlr-22370	689	13	skewed	skewed	ADJ
ihlr-22370	689	14	payment	payment	NOUN
ihlr-22370	689	15	distributions	distribution	NOUN
ihlr-22370	689	16	and	and	CCONJ
ihlr-22370	689	17	consider	consider	VERB
ihlr-22370	689	18	whether	whether	SCONJ
ihlr-22370	689	19	additional	additional	ADJ
ihlr-22370	689	20	rules	rule	NOUN
ihlr-22370	689	21	are	be	AUX
ihlr-22370	689	22	needed	need	VERB
ihlr-22370	689	23	.	.	PUNCT
ihlr-22370	690	1	for	for	ADP
ihlr-22370	690	2	example	example	NOUN
ihlr-22370	690	3	,	,	PUNCT
ihlr-22370	690	4	royalty	royalty	NOUN
ihlr-22370	690	5	and	and	CCONJ
ihlr-22370	690	6	license	license	NOUN
ihlr-22370	690	7	payments	payment	NOUN
ihlr-22370	690	8	appear	appear	VERB
ihlr-22370	690	9	to	to	PART
ihlr-22370	690	10	contribute	contribute	VERB
ihlr-22370	690	11	significantly	significantly	ADV
ihlr-22370	690	12	to	to	ADP
ihlr-22370	690	13	the	the	DET
ihlr-22370	690	14	skewed	skewed	ADJ
ihlr-22370	690	15	distribution	distribution	NOUN
ihlr-22370	690	16	patterns	pattern	NOUN
ihlr-22370	690	17	.	.	PUNCT
ihlr-22370	691	1	additional	additional	ADJ
ihlr-22370	691	2	safe	safe	ADJ
ihlr-22370	691	3	harbor	harbor	NOUN
ihlr-22370	691	4	regulations	regulation	NOUN
ihlr-22370	691	5	might	might	AUX
ihlr-22370	691	6	be	be	AUX
ihlr-22370	691	7	considered	consider	VERB
ihlr-22370	691	8	to	to	PART
ihlr-22370	691	9	minimize	minimize	VERB
ihlr-22370	691	10	risk	risk	NOUN
ihlr-22370	691	11	of	of	ADP
ihlr-22370	691	12	bias	bias	NOUN
ihlr-22370	691	13	and	and	CCONJ
ihlr-22370	691	14	undue	undue	ADJ
ihlr-22370	691	15	influence	influence	NOUN
ihlr-22370	691	16	within	within	ADP
ihlr-22370	691	17	royalty	royalty	NOUN
ihlr-22370	691	18	and	and	CCONJ
ihlr-22370	691	19	license	license	NOUN
ihlr-22370	691	20	arrangements	arrangement	NOUN
ihlr-22370	691	21	.	.	PUNCT
ihlr-22370	692	1	as	as	ADP
ihlr-22370	692	2	an	an	DET
ihlr-22370	692	3	illustration	illustration	NOUN
ihlr-22370	692	4	,	,	PUNCT
ihlr-22370	692	5	surgeons	surgeon	NOUN
ihlr-22370	692	6	might	might	AUX
ihlr-22370	692	7	be	be	AUX
ihlr-22370	692	8	required	require	VERB
ihlr-22370	692	9	to	to	PART
ihlr-22370	692	10	contribute	contribute	VERB
ihlr-22370	692	11	more	more	ADJ
ihlr-22370	692	12	than	than	ADP
ihlr-22370	692	13	just	just	ADV
ihlr-22370	692	14	surgical	surgical	ADJ
ihlr-22370	692	15	volume	volume	NOUN
ihlr-22370	692	16	with	with	ADP
ihlr-22370	692	17	a	a	DET
ihlr-22370	692	18	device	device	NOUN
ihlr-22370	692	19	in	in	ADP
ihlr-22370	692	20	order	order	NOUN
ihlr-22370	692	21	to	to	PART
ihlr-22370	692	22	be	be	AUX
ihlr-22370	692	23	considered	consider	VERB
ihlr-22370	692	24	part	part	NOUN
ihlr-22370	692	25	of	of	ADP
ihlr-22370	692	26	the	the	DET
ihlr-22370	692	27	device	device	NOUN
ihlr-22370	692	28	’s	’s	PART
ihlr-22370	692	29	design	design	NOUN
ihlr-22370	692	30	team	team	NOUN
ihlr-22370	692	31	and	and	CCONJ
ihlr-22370	692	32	be	be	AUX
ihlr-22370	692	33	eligible	eligible	ADJ
ihlr-22370	692	34	for	for	ADP
ihlr-22370	692	35	sharing	share	VERB
ihlr-22370	692	36	in	in	ADP
ihlr-22370	692	37	royalty	royalty	NOUN
ihlr-22370	692	38	http://journals.sagepub.com/doi/pdf/10.1177/0194599815573718	http://journals.sagepub.com/doi/pdf/10.1177/0194599815573718	PROPN
ihlr-22370	693	1	[	[	X
ihlr-22370	693	2	https://perma.cc/z8e7-255h	https://perma.cc/z8e7-255h	X
ihlr-22370	693	3	]	]	X
ihlr-22370	693	4	.	.	PUNCT
ihlr-22370	694	1	123	123	NUM
ihlr-22370	694	2	.	.	PUNCT
ihlr-22370	695	1	see	see	VERB
ihlr-22370	695	2	nicole	nicole	PROPN
ihlr-22370	695	3	tierney	tierney	PROPN
ihlr-22370	695	4	et	et	PROPN
ihlr-22370	695	5	al	al	PROPN
ihlr-22370	695	6	.	.	PROPN
ihlr-22370	695	7	,	,	PUNCT
ihlr-22370	695	8	industry	industry	NOUN
ihlr-22370	695	9	payments	payment	NOUN
ihlr-22370	695	10	to	to	ADP
ihlr-22370	695	11	obstetrician	obstetrician	ADJ
ihlr-22370	695	12	-	-	PUNCT
ihlr-22370	695	13	gynecologists	gynecologist	NOUN
ihlr-22370	695	14	,	,	PUNCT
ihlr-22370	695	15	127	127	NUM
ihlr-22370	695	16	obstetrics	obstetric	NOUN
ihlr-22370	695	17	&	&	CCONJ
ihlr-22370	695	18	gynecology	gynecology	NOUN
ihlr-22370	695	19	376	376	NUM
ihlr-22370	695	20	,	,	PUNCT
ihlr-22370	695	21	379	379	NUM
ihlr-22370	695	22	(	(	PUNCT
ihlr-22370	695	23	2016	2016	NUM
ihlr-22370	695	24	)	)	PUNCT
ihlr-22370	695	25	,	,	PUNCT
ihlr-22370	695	26	http://journals.lww.com/greenjournal/	http://journals.lww.com/greenjournal/	X
ihlr-22370	695	27	abstract/2016/02000	abstract/2016/02000	NOUN
ihlr-22370	695	28	/	/	SYM
ihlr-22370	695	29	industry_payments_to_obstetrician_gynecologists_.28.aspx	industry_payments_to_obstetrician_gynecologists_.28.aspx	NOUN
ihlr-22370	696	1	[	[	X
ihlr-22370	696	2	https://perma.cc/pya9-hef8	https://perma.cc/pya9-hef8	X
ihlr-22370	696	3	]	]	X
ihlr-22370	696	4	.	.	PUNCT
ihlr-22370	697	1	124	124	NUM
ihlr-22370	697	2	.	.	PUNCT
ihlr-22370	698	1	andre	andre	PROPN
ihlr-22370	698	2	samuel	samuel	PROPN
ihlr-22370	698	3	et	et	PROPN
ihlr-22370	698	4	al	al	PROPN
ihlr-22370	698	5	.	.	PROPN
ihlr-22370	698	6	,	,	PUNCT
ihlr-22370	698	7	orthopedic	orthopedic	ADJ
ihlr-22370	698	8	surgeons	surgeon	NOUN
ihlr-22370	698	9	receive	receive	VERB
ihlr-22370	698	10	the	the	DET
ihlr-22370	698	11	most	most	ADJ
ihlr-22370	698	12	industry	industry	NOUN
ihlr-22370	698	13	payments	payment	NOUN
ihlr-22370	698	14	to	to	ADP
ihlr-22370	698	15	physicians	physician	NOUN
ihlr-22370	698	16	but	but	CCONJ
ihlr-22370	698	17	large	large	ADJ
ihlr-22370	698	18	disparities	disparity	NOUN
ihlr-22370	698	19	are	be	AUX
ihlr-22370	698	20	seen	see	VERB
ihlr-22370	698	21	in	in	ADP
ihlr-22370	698	22	sunshine	sunshine	PROPN
ihlr-22370	698	23	act	act	PROPN
ihlr-22370	698	24	data	data	PROPN
ihlr-22370	698	25	,	,	PUNCT
ihlr-22370	698	26	47	47	NUM
ihlr-22370	698	27	clinical	clinical	ADJ
ihlr-22370	698	28	orthopaedics	orthopaedic	NOUN
ihlr-22370	698	29	&	&	CCONJ
ihlr-22370	698	30	related	related	ADJ
ihlr-22370	698	31	res	re	NOUN
ihlr-22370	698	32	.	.	PUNCT
ihlr-22370	699	1	3287	3287	NUM
ihlr-22370	699	2	,	,	PUNCT
ihlr-22370	699	3	3301	3301	NUM
ihlr-22370	699	4	fig	fig	NOUN
ihlr-22370	699	5	.	.	PUNCT
ihlr-22370	700	1	3	3	NUM
ihlr-22370	700	2	(	(	PUNCT
ihlr-22370	700	3	2015	2015	NUM
ihlr-22370	700	4	)	)	PUNCT
ihlr-22370	700	5	,	,	PUNCT
ihlr-22370	700	6	https://www.ncbi.nlm.nih.gov/pubmed/26088767	https://www.ncbi.nlm.nih.gov/pubmed/26088767	PRON
ihlr-22370	701	1	[	[	X
ihlr-22370	701	2	https://perma.cc/hw5b-jyg9	https://perma.cc/hw5b-jyg9	X
ihlr-22370	701	3	]	]	X
ihlr-22370	701	4	.	.	PUNCT
ihlr-22370	702	1	https://doi.org/10.1097/aog.0000000000001270	https://doi.org/10.1097/aog.0000000000001270	NOUN
ihlr-22370	702	2	https://doi.org/10.1007/s11999-015-4413-8	https://doi.org/10.1007/s11999-015-4413-8	NUM
ihlr-22370	702	3	92	92	NUM
ihlr-22370	702	4	indiana	indiana	PROPN
ihlr-22370	702	5	health	health	NOUN
ihlr-22370	702	6	law	law	NOUN
ihlr-22370	702	7	review	review	NOUN
ihlr-22370	702	8	[	[	X
ihlr-22370	702	9	vol	vol	NOUN
ihlr-22370	702	10	.	.	PUNCT
ihlr-22370	703	1	15:67	15:67	NUM
ihlr-22370	703	2	and	and	CCONJ
ihlr-22370	703	3	license	license	NOUN
ihlr-22370	703	4	payments	payment	NOUN
ihlr-22370	703	5	from	from	ADP
ihlr-22370	703	6	the	the	DET
ihlr-22370	703	7	product	product	NOUN
ihlr-22370	703	8	’s	’s	PART
ihlr-22370	703	9	commercialization.125	commercialization.125	NOUN
ihlr-22370	703	10	v.	v.	CCONJ
ihlr-22370	703	11	what	what	PRON
ihlr-22370	703	12	still	still	ADV
ihlr-22370	703	13	needs	need	VERB
ihlr-22370	703	14	to	to	PART
ihlr-22370	703	15	be	be	AUX
ihlr-22370	703	16	known	know	VERB
ihlr-22370	703	17	while	while	SCONJ
ihlr-22370	703	18	the	the	DET
ihlr-22370	703	19	sunshine	sunshine	PROPN
ihlr-22370	703	20	act	act	NOUN
ihlr-22370	703	21	is	be	AUX
ihlr-22370	703	22	building	build	VERB
ihlr-22370	703	23	up	up	ADP
ihlr-22370	703	24	the	the	DET
ihlr-22370	703	25	evidence	evidence	NOUN
ihlr-22370	703	26	base	base	NOUN
ihlr-22370	703	27	in	in	ADP
ihlr-22370	703	28	some	some	DET
ihlr-22370	703	29	key	key	ADJ
ihlr-22370	703	30	respects	respect	NOUN
ihlr-22370	703	31	,	,	PUNCT
ihlr-22370	703	32	a	a	DET
ihlr-22370	703	33	great	great	ADJ
ihlr-22370	703	34	deal	deal	NOUN
ihlr-22370	703	35	remains	remain	VERB
ihlr-22370	703	36	unknown	unknown	ADJ
ihlr-22370	703	37	,	,	PUNCT
ihlr-22370	703	38	even	even	ADV
ihlr-22370	703	39	in	in	ADP
ihlr-22370	703	40	this	this	DET
ihlr-22370	703	41	new	new	ADJ
ihlr-22370	703	42	era	era	NOUN
ihlr-22370	703	43	of	of	ADP
ihlr-22370	703	44	sunshine	sunshine	NOUN
ihlr-22370	703	45	,	,	PUNCT
ihlr-22370	703	46	about	about	ADP
ihlr-22370	703	47	financial	financial	ADJ
ihlr-22370	703	48	conflicts	conflict	NOUN
ihlr-22370	703	49	regulation	regulation	NOUN
ihlr-22370	703	50	.	.	PUNCT
ihlr-22370	704	1	this	this	DET
ihlr-22370	704	2	section	section	NOUN
ihlr-22370	704	3	considers	consider	VERB
ihlr-22370	704	4	several	several	ADJ
ihlr-22370	704	5	significant	significant	ADJ
ihlr-22370	704	6	areas	area	NOUN
ihlr-22370	704	7	where	where	SCONJ
ihlr-22370	704	8	the	the	DET
ihlr-22370	704	9	lack	lack	NOUN
ihlr-22370	704	10	of	of	ADP
ihlr-22370	704	11	firm	firm	ADJ
ihlr-22370	704	12	evidence	evidence	NOUN
ihlr-22370	704	13	continues	continue	VERB
ihlr-22370	704	14	to	to	PART
ihlr-22370	704	15	complicate	complicate	VERB
ihlr-22370	704	16	and	and	CCONJ
ihlr-22370	704	17	undermine	undermine	VERB
ihlr-22370	704	18	development	development	NOUN
ihlr-22370	704	19	and	and	CCONJ
ihlr-22370	704	20	enforcement	enforcement	NOUN
ihlr-22370	704	21	of	of	ADP
ihlr-22370	704	22	optimal	optimal	ADJ
ihlr-22370	704	23	laws	law	NOUN
ihlr-22370	704	24	and	and	CCONJ
ihlr-22370	704	25	policies	policy	NOUN
ihlr-22370	704	26	.	.	PUNCT
ihlr-22370	705	1	a.	a.	NOUN
ihlr-22370	705	2	correlation	correlation	NOUN
ihlr-22370	705	3	vs.	vs.	ADP
ihlr-22370	705	4	causation	causation	NOUN
ihlr-22370	705	5	:	:	PUNCT
ihlr-22370	705	6	the	the	DET
ihlr-22370	705	7	actual	actual	ADJ
ihlr-22370	705	8	causal	causal	ADJ
ihlr-22370	705	9	impact	impact	NOUN
ihlr-22370	705	10	of	of	ADP
ihlr-22370	705	11	financial	financial	ADJ
ihlr-22370	705	12	conflicts	conflict	NOUN
ihlr-22370	705	13	the	the	DET
ihlr-22370	705	14	sunshine	sunshine	PROPN
ihlr-22370	705	15	act	act	NOUN
ihlr-22370	705	16	has	have	AUX
ihlr-22370	705	17	made	make	VERB
ihlr-22370	705	18	more	more	ADV
ihlr-22370	705	19	transparent	transparent	ADJ
ihlr-22370	705	20	the	the	DET
ihlr-22370	705	21	pervasiveness	pervasiveness	ADJ
ihlr-22370	705	22	and	and	CCONJ
ihlr-22370	705	23	wide	wide	ADJ
ihlr-22370	705	24	variety	variety	NOUN
ihlr-22370	705	25	of	of	ADP
ihlr-22370	705	26	industry	industry	NOUN
ihlr-22370	705	27	-	-	PUNCT
ihlr-22370	705	28	medicine	medicine	NOUN
ihlr-22370	705	29	financial	financial	ADJ
ihlr-22370	705	30	relationships	relationship	NOUN
ihlr-22370	705	31	.	.	PUNCT
ihlr-22370	706	1	but	but	CCONJ
ihlr-22370	706	2	whether	whether	SCONJ
ihlr-22370	706	3	these	these	DET
ihlr-22370	706	4	financial	financial	ADJ
ihlr-22370	706	5	ties	tie	NOUN
ihlr-22370	706	6	directly	directly	ADV
ihlr-22370	706	7	create	create	VERB
ihlr-22370	706	8	harm	harm	NOUN
ihlr-22370	706	9	,	,	PUNCT
ihlr-22370	706	10	and	and	CCONJ
ihlr-22370	706	11	to	to	ADP
ihlr-22370	706	12	what	what	DET
ihlr-22370	706	13	extent	extent	NOUN
ihlr-22370	706	14	,	,	PUNCT
ihlr-22370	706	15	remains	remain	VERB
ihlr-22370	706	16	far	far	ADV
ihlr-22370	706	17	less	less	ADV
ihlr-22370	706	18	certain	certain	ADJ
ihlr-22370	706	19	.	.	PUNCT
ihlr-22370	707	1	limited	limited	ADJ
ihlr-22370	707	2	data	datum	NOUN
ihlr-22370	707	3	exists	exist	VERB
ihlr-22370	707	4	concerning	concern	VERB
ihlr-22370	707	5	the	the	DET
ihlr-22370	707	6	effects	effect	NOUN
ihlr-22370	707	7	of	of	ADP
ihlr-22370	707	8	financial	financial	ADJ
ihlr-22370	707	9	conflicts	conflict	NOUN
ihlr-22370	707	10	in	in	ADP
ihlr-22370	707	11	health	health	NOUN
ihlr-22370	707	12	care	care	NOUN
ihlr-22370	707	13	decision	decision	NOUN
ihlr-22370	707	14	-	-	PUNCT
ihlr-22370	707	15	making	making	NOUN
ihlr-22370	707	16	generally	generally	ADV
ihlr-22370	707	17	and	and	CCONJ
ihlr-22370	707	18	it	it	PRON
ihlr-22370	707	19	remains	remain	VERB
ihlr-22370	707	20	subject	subject	ADJ
ihlr-22370	707	21	to	to	ADP
ihlr-22370	707	22	conflicting	conflicting	ADJ
ihlr-22370	707	23	interpretation	interpretation	NOUN
ihlr-22370	707	24	.	.	PUNCT
ihlr-22370	708	1	opponents	opponent	NOUN
ihlr-22370	708	2	of126	of126	PROPN
ihlr-22370	708	3	heightened	heighten	VERB
ihlr-22370	708	4	regulation	regulation	NOUN
ihlr-22370	708	5	charge	charge	NOUN
ihlr-22370	708	6	that	that	SCONJ
ihlr-22370	708	7	proof	proof	NOUN
ihlr-22370	708	8	is	be	AUX
ihlr-22370	708	9	still	still	ADV
ihlr-22370	708	10	lacking	lack	VERB
ihlr-22370	708	11	that	that	SCONJ
ihlr-22370	708	12	financial	financial	ADJ
ihlr-22370	708	13	ties	tie	NOUN
ihlr-22370	708	14	sway	sway	VERB
ihlr-22370	708	15	physicians	physician	NOUN
ihlr-22370	708	16	’	'	PUNCT
ihlr-22370	708	17	prescribing	prescribing	NOUN
ihlr-22370	708	18	and	and	CCONJ
ihlr-22370	708	19	referral	referral	ADJ
ihlr-22370	708	20	decisions	decision	NOUN
ihlr-22370	708	21	in	in	ADP
ihlr-22370	708	22	ways	way	NOUN
ihlr-22370	708	23	that	that	PRON
ihlr-22370	708	24	actually	actually	ADV
ihlr-22370	708	25	harm	harm	VERB
ihlr-22370	708	26	patients	patient	NOUN
ihlr-22370	708	27	therapeutically	therapeutically	ADV
ihlr-22370	708	28	.	.	PUNCT
ihlr-22370	709	1	for	for	ADP
ihlr-22370	709	2	example	example	NOUN
ihlr-22370	709	3	,	,	PUNCT
ihlr-22370	709	4	while	while	SCONJ
ihlr-22370	709	5	financial	financial	ADJ
ihlr-22370	709	6	ties	tie	NOUN
ihlr-22370	709	7	have	have	AUX
ihlr-22370	709	8	been	be	AUX
ihlr-22370	709	9	correlated	correlate	VERB
ihlr-22370	709	10	with127	with127	PROPN
ihlr-22370	709	11	more	more	ADV
ihlr-22370	709	12	expensive	expensive	ADJ
ihlr-22370	709	13	drug	drug	NOUN
ihlr-22370	709	14	prescribing	prescribing	NOUN
ihlr-22370	709	15	,	,	PUNCT
ihlr-22370	709	16	this	this	PRON
ihlr-22370	709	17	does	do	AUX
ihlr-22370	709	18	not	not	PART
ihlr-22370	709	19	mean	mean	VERB
ihlr-22370	709	20	patients	patient	NOUN
ihlr-22370	709	21	are	be	AUX
ihlr-22370	709	22	receiving128	receiving128	PROPN
ihlr-22370	709	23	clinically	clinically	ADV
ihlr-22370	709	24	inappropriate	inappropriate	ADJ
ihlr-22370	709	25	treatments	treatment	NOUN
ihlr-22370	709	26	.	.	PUNCT
ihlr-22370	710	1	standards	standard	NOUN
ihlr-22370	710	2	of	of	ADP
ihlr-22370	710	3	care	care	NOUN
ihlr-22370	710	4	are	be	AUX
ihlr-22370	710	5	rarely	rarely	ADV
ihlr-22370	710	6	uniform	uniform	ADJ
ihlr-22370	710	7	;	;	PUNCT
ihlr-22370	710	8	wide	wide	ADJ
ihlr-22370	710	9	variations	variation	NOUN
ihlr-22370	710	10	exist	exist	VERB
ihlr-22370	710	11	in	in	ADP
ihlr-22370	710	12	the	the	DET
ihlr-22370	710	13	way	way	NOUN
ihlr-22370	710	14	clinicians	clinician	NOUN
ihlr-22370	710	15	practice	practice	VERB
ihlr-22370	710	16	medicine	medicine	NOUN
ihlr-22370	710	17	.	.	PUNCT
ihlr-22370	711	1	many	many	ADJ
ihlr-22370	711	2	prescribing129	prescribing129	PROPN
ihlr-22370	711	3	decisions	decision	NOUN
ihlr-22370	711	4	are	be	AUX
ihlr-22370	711	5	made	make	VERB
ihlr-22370	711	6	where	where	SCONJ
ihlr-22370	711	7	there	there	PRON
ihlr-22370	711	8	is	be	VERB
ihlr-22370	711	9	no	no	DET
ihlr-22370	711	10	one	one	NUM
ihlr-22370	711	11	clear	clear	ADJ
ihlr-22370	711	12	treatment	treatment	NOUN
ihlr-22370	711	13	pathway	pathway	NOUN
ihlr-22370	711	14	and	and	CCONJ
ihlr-22370	711	15	reasonable	reasonable	ADJ
ihlr-22370	711	16	clinicians	clinician	NOUN
ihlr-22370	711	17	may	may	AUX
ihlr-22370	711	18	have	have	VERB
ihlr-22370	711	19	different	different	ADJ
ihlr-22370	711	20	preferences	preference	NOUN
ihlr-22370	711	21	,	,	PUNCT
ihlr-22370	711	22	all	all	ADV
ihlr-22370	711	23	within	within	ADP
ihlr-22370	711	24	various	various	ADJ
ihlr-22370	711	25	accepted	accepted	ADJ
ihlr-22370	711	26	schools	school	NOUN
ihlr-22370	711	27	of	of	ADP
ihlr-22370	711	28	thought	thought	NOUN
ihlr-22370	711	29	.	.	PUNCT
ihlr-22370	712	1	thus	thus	ADV
ihlr-22370	712	2	,	,	PUNCT
ihlr-22370	712	3	“	"	PUNCT
ihlr-22370	712	4	it	it	PRON
ihlr-22370	712	5	is	be	AUX
ihlr-22370	712	6	often	often	ADV
ihlr-22370	712	7	quite	quite	ADV
ihlr-22370	712	8	difficult	difficult	ADJ
ihlr-22370	712	9	to	to	PART
ihlr-22370	712	10	assess	assess	VERB
ihlr-22370	712	11	whether	whether	SCONJ
ihlr-22370	712	12	advice	advice	NOUN
ihlr-22370	712	13	is	be	AUX
ihlr-22370	712	14	biased	bias	VERB
ihlr-22370	712	15	or	or	CCONJ
ihlr-22370	712	16	not	not	PART
ihlr-22370	712	17	,	,	PUNCT
ihlr-22370	712	18	even	even	ADV
ihlr-22370	712	19	in	in	ADP
ihlr-22370	712	20	the	the	DET
ihlr-22370	712	21	presence	presence	NOUN
ihlr-22370	712	22	of	of	ADP
ihlr-22370	712	23	a	a	DET
ihlr-22370	712	24	conflict	conflict	NOUN
ihlr-22370	712	25	of	of	ADP
ihlr-22370	712	26	interest	interest	NOUN
ihlr-22370	712	27	.	.	PUNCT
ihlr-22370	712	28	”	"	PUNCT
ihlr-22370	713	1	the	the	DET
ihlr-22370	713	2	knowledge	knowledge	NOUN
ihlr-22370	713	3	gap	gap	NOUN
ihlr-22370	713	4	about	about	ADP
ihlr-22370	713	5	the130	the130	PROPN
ihlr-22370	713	6	125	125	NUM
ihlr-22370	713	7	.	.	PUNCT
ihlr-22370	714	1	cf	cf	NOUN
ihlr-22370	714	2	.	.	PUNCT
ihlr-22370	715	1	richard	richard	PROPN
ihlr-22370	715	2	h.	h.	PROPN
ihlr-22370	715	3	gelberman	gelberman	PROPN
ihlr-22370	715	4	,	,	PUNCT
ihlr-22370	715	5	orthopedic	orthopedic	ADJ
ihlr-22370	715	6	surgeons	surgeon	NOUN
ihlr-22370	715	7	and	and	CCONJ
ihlr-22370	715	8	the	the	DET
ihlr-22370	715	9	medical	medical	ADJ
ihlr-22370	715	10	device	device	NOUN
ihlr-22370	715	11	industry	industry	NOUN
ihlr-22370	715	12	:	:	PUNCT
ihlr-22370	715	13	the	the	DET
ihlr-22370	715	14	threat	threat	NOUN
ihlr-22370	715	15	to	to	ADP
ihlr-22370	715	16	scientific	scientific	ADJ
ihlr-22370	715	17	integrity	integrity	NOUN
ihlr-22370	715	18	and	and	CCONJ
ihlr-22370	715	19	the	the	DET
ihlr-22370	715	20	public	public	PROPN
ihlr-22370	715	21	trust	trust	NOUN
ihlr-22370	715	22	,	,	PUNCT
ihlr-22370	715	23	92	92	NUM
ihlr-22370	715	24	j.	j.	PROPN
ihlr-22370	715	25	bone	bone	PROPN
ihlr-22370	715	26	&	&	CCONJ
ihlr-22370	715	27	joint	joint	ADJ
ihlr-22370	715	28	surgery	surgery	NOUN
ihlr-22370	715	29	765	765	NUM
ihlr-22370	715	30	,	,	PUNCT
ihlr-22370	715	31	773	773	NUM
ihlr-22370	715	32	(	(	PUNCT
ihlr-22370	715	33	2010	2010	NUM
ihlr-22370	715	34	)	)	PUNCT
ihlr-22370	715	35	,	,	PUNCT
ihlr-22370	715	36	http://journals.lww.com/jbjsjournal/citation/2010/03000/orthopaedic_surgeons_and_the_medi	http://journals.lww.com/jbjsjournal/citation/2010/03000/orthopaedic_surgeons_and_the_medi	X
ihlr-22370	715	37	cal_device.30.aspx	cal_device.30.aspx	NOUN
ihlr-22370	715	38	[	[	X
ihlr-22370	715	39	https://perma.cc/wg9t-xrxf	https://perma.cc/wg9t-xrxf	X
ihlr-22370	715	40	]	]	X
ihlr-22370	715	41	.	.	PUNCT
ihlr-22370	716	1	126	126	NUM
ihlr-22370	716	2	.	.	PUNCT
ihlr-22370	717	1	compare	compare	VERB
ihlr-22370	717	2	christopher	christopher	PROPN
ihlr-22370	717	3	robertson	robertson	PROPN
ihlr-22370	717	4	et	et	PROPN
ihlr-22370	717	5	al	al	PROPN
ihlr-22370	717	6	.	.	PROPN
ihlr-22370	717	7	,	,	PUNCT
ihlr-22370	717	8	effects	effect	NOUN
ihlr-22370	717	9	of	of	ADP
ihlr-22370	717	10	financial	financial	ADJ
ihlr-22370	717	11	relationships	relationship	NOUN
ihlr-22370	717	12	on	on	ADP
ihlr-22370	717	13	the	the	DET
ihlr-22370	717	14	behaviors	behavior	NOUN
ihlr-22370	717	15	of	of	ADP
ihlr-22370	717	16	health	health	NOUN
ihlr-22370	717	17	care	care	NOUN
ihlr-22370	717	18	professionals	professional	NOUN
ihlr-22370	717	19	:	:	PUNCT
ihlr-22370	717	20	a	a	DET
ihlr-22370	717	21	review	review	NOUN
ihlr-22370	717	22	of	of	ADP
ihlr-22370	717	23	the	the	DET
ihlr-22370	717	24	evidence	evidence	NOUN
ihlr-22370	717	25	,	,	PUNCT
ihlr-22370	717	26	40	40	NUM
ihlr-22370	717	27	j.	j.	PROPN
ihlr-22370	717	28	l.	l.	PROPN
ihlr-22370	717	29	med	med	PROPN
ihlr-22370	717	30	.	.	PROPN
ihlr-22370	717	31	&	&	CCONJ
ihlr-22370	717	32	ethics	ethic	NOUN
ihlr-22370	717	33	452	452	NUM
ihlr-22370	717	34	(	(	PUNCT
ihlr-22370	717	35	2012	2012	NUM
ihlr-22370	717	36	)	)	PUNCT
ihlr-22370	717	37	,	,	PUNCT
ihlr-22370	717	38	with	with	ADP
ihlr-22370	717	39	teddy	teddy	PROPN
ihlr-22370	717	40	d.	d.	PROPN
ihlr-22370	717	41	warner	warner	PROPN
ihlr-22370	717	42	&	&	CCONJ
ihlr-22370	717	43	john	john	PROPN
ihlr-22370	717	44	p.	p.	PROPN
ihlr-22370	717	45	gluck	gluck	PROPN
ihlr-22370	717	46	,	,	PUNCT
ihlr-22370	717	47	what	what	PRON
ihlr-22370	717	48	do	do	AUX
ihlr-22370	717	49	we	we	PRON
ihlr-22370	717	50	really	really	ADV
ihlr-22370	717	51	know	know	VERB
ihlr-22370	717	52	about	about	ADP
ihlr-22370	717	53	conflicts	conflict	NOUN
ihlr-22370	717	54	of	of	ADP
ihlr-22370	717	55	interest	interest	NOUN
ihlr-22370	717	56	in	in	ADP
ihlr-22370	717	57	biomedical	biomedical	ADJ
ihlr-22370	717	58	research	research	NOUN
ihlr-22370	717	59	?	?	PUNCT
ihlr-22370	718	1	,	,	PUNCT
ihlr-22370	718	2	171	171	NUM
ihlr-22370	718	3	psychopharmacology	psychopharmacology	NOUN
ihlr-22370	718	4	36	36	NUM
ihlr-22370	718	5	(	(	PUNCT
ihlr-22370	718	6	2003	2003	NUM
ihlr-22370	718	7	)	)	PUNCT
ihlr-22370	718	8	.	.	PUNCT
ihlr-22370	719	1	see	see	VERB
ihlr-22370	719	2	also	also	ADV
ihlr-22370	719	3	ronald	ronald	PROPN
ihlr-22370	719	4	bailey	bailey	PROPN
ihlr-22370	719	5	,	,	PUNCT
ihlr-22370	719	6	scrutinizing	scrutinize	VERB
ihlr-22370	719	7	industry	industry	NOUN
ihlr-22370	719	8	funded	fund	VERB
ihlr-22370	719	9	science	science	NOUN
ihlr-22370	719	10	:	:	PUNCT
ihlr-22370	719	11	the	the	DET
ihlr-22370	719	12	crusade	crusade	NOUN
ihlr-22370	719	13	against	against	ADP
ihlr-22370	719	14	conflicts	conflict	NOUN
ihlr-22370	719	15	of	of	ADP
ihlr-22370	719	16	interest	interest	NOUN
ihlr-22370	719	17	(	(	PUNCT
ihlr-22370	719	18	american	american	PROPN
ihlr-22370	719	19	council	council	PROPN
ihlr-22370	719	20	on	on	ADP
ihlr-22370	719	21	science	science	PROPN
ihlr-22370	719	22	&	&	CCONJ
ihlr-22370	719	23	health	health	PROPN
ihlr-22370	719	24	,	,	PUNCT
ihlr-22370	719	25	2008	2008	NUM
ihlr-22370	719	26	)	)	PUNCT
ihlr-22370	719	27	.	.	PUNCT
ihlr-22370	720	1	127	127	NUM
ihlr-22370	720	2	.	.	PUNCT
ihlr-22370	721	1	see	see	VERB
ihlr-22370	721	2	,	,	PUNCT
ihlr-22370	721	3	e.g.	e.g.	ADV
ihlr-22370	721	4	,	,	PUNCT
ihlr-22370	721	5	d.	d.	PROPN
ihlr-22370	721	6	barton	barton	PROPN
ihlr-22370	721	7	et	et	PROPN
ihlr-22370	721	8	al	al	PROPN
ihlr-22370	721	9	.	.	PROPN
ihlr-22370	721	10	,	,	PUNCT
ihlr-22370	721	11	after	after	ADP
ihlr-22370	721	12	20	20	NUM
ihlr-22370	721	13	years	year	NOUN
ihlr-22370	721	14	,	,	PUNCT
ihlr-22370	721	15	industry	industry	NOUN
ihlr-22370	721	16	critics	critic	NOUN
ihlr-22370	721	17	bury	bury	VERB
ihlr-22370	721	18	skeptics	skeptic	NOUN
ihlr-22370	721	19	,	,	PUNCT
ihlr-22370	721	20	despite	despite	SCONJ
ihlr-22370	721	21	empirical	empirical	ADJ
ihlr-22370	721	22	vacuum	vacuum	NOUN
ihlr-22370	721	23	,	,	PUNCT
ihlr-22370	721	24	68	68	NUM
ihlr-22370	721	25	int’l	int’l	NUM
ihlr-22370	721	26	j.	j.	PROPN
ihlr-22370	721	27	clinical	clinical	PROPN
ihlr-22370	721	28	prac	prac	PROPN
ihlr-22370	721	29	.	.	PUNCT
ihlr-22370	722	1	666	666	NUM
ihlr-22370	722	2	,	,	PUNCT
ihlr-22370	722	3	666	666	NUM
ihlr-22370	722	4	(	(	PUNCT
ihlr-22370	722	5	2014	2014	NUM
ihlr-22370	722	6	)	)	PUNCT
ihlr-22370	722	7	.	.	PUNCT
ihlr-22370	723	1	128	128	NUM
ihlr-22370	723	2	.	.	PUNCT
ihlr-22370	724	1	see	see	VERB
ihlr-22370	724	2	infra	infra	NOUN
ihlr-22370	724	3	notes	note	VERB
ihlr-22370	724	4	141–46	141–46	NUM
ihlr-22370	724	5	and	and	CCONJ
ihlr-22370	724	6	accompanying	accompany	VERB
ihlr-22370	724	7	text	text	NOUN
ihlr-22370	724	8	.	.	PUNCT
ihlr-22370	725	1	129	129	NUM
ihlr-22370	725	2	.	.	PUNCT
ihlr-22370	726	1	see	see	VERB
ihlr-22370	726	2	,	,	PUNCT
ihlr-22370	726	3	e.g.	e.g.	ADV
ihlr-22370	726	4	,	,	PUNCT
ihlr-22370	726	5	john	john	PROPN
ihlr-22370	726	6	e.	e.	PROPN
ihlr-22370	726	7	wennberg	wennberg	PROPN
ihlr-22370	726	8	,	,	PUNCT
ihlr-22370	726	9	variation	variation	NOUN
ihlr-22370	726	10	in	in	ADP
ihlr-22370	726	11	use	use	NOUN
ihlr-22370	726	12	of	of	ADP
ihlr-22370	726	13	medicare	medicare	PROPN
ihlr-22370	726	14	services	service	NOUN
ihlr-22370	726	15	among	among	ADP
ihlr-22370	726	16	regions	region	NOUN
ihlr-22370	726	17	and	and	CCONJ
ihlr-22370	726	18	selected	select	VERB
ihlr-22370	726	19	academic	academic	ADJ
ihlr-22370	726	20	medical	medical	ADJ
ihlr-22370	726	21	centers	center	NOUN
ihlr-22370	726	22	:	:	PUNCT
ihlr-22370	726	23	is	be	AUX
ihlr-22370	726	24	more	more	ADV
ihlr-22370	726	25	better	well	ADJ
ihlr-22370	726	26	?	?	PUNCT
ihlr-22370	726	27	,	,	PUNCT
ihlr-22370	726	28	commonwealth	commonwealth	PROPN
ihlr-22370	726	29	fund	fund	PROPN
ihlr-22370	726	30	pub	pub	NOUN
ihlr-22370	726	31	.	.	PUNCT
ihlr-22370	727	1	no	no	INTJ
ihlr-22370	727	2	.	.	NOUN
ihlr-22370	728	1	874	874	NUM
ihlr-22370	729	1	(	(	PUNCT
ihlr-22370	729	2	2005	2005	NUM
ihlr-22370	729	3	)	)	PUNCT
ihlr-22370	729	4	;	;	PUNCT
ihlr-22370	730	1	james	james	PROPN
ihlr-22370	730	2	f.	f.	PROPN
ihlr-22370	730	3	blumstein	blumstein	PROPN
ihlr-22370	730	4	,	,	PUNCT
ihlr-22370	730	5	medical	medical	ADJ
ihlr-22370	730	6	malpractice	malpractice	NOUN
ihlr-22370	730	7	standard	standard	NOUN
ihlr-22370	730	8	-	-	PUNCT
ihlr-22370	730	9	setting	setting	NOUN
ihlr-22370	730	10	:	:	PUNCT
ihlr-22370	730	11	developing	develop	VERB
ihlr-22370	730	12	malpractice	malpractice	NOUN
ihlr-22370	730	13	“	"	PUNCT
ihlr-22370	730	14	safe	safe	ADJ
ihlr-22370	730	15	harbors	harbor	NOUN
ihlr-22370	730	16	”	"	PUNCT
ihlr-22370	730	17	as	as	ADP
ihlr-22370	730	18	a	a	DET
ihlr-22370	730	19	new	new	ADJ
ihlr-22370	730	20	role	role	NOUN
ihlr-22370	730	21	for	for	ADP
ihlr-22370	730	22	qios	qio	NOUN
ihlr-22370	730	23	?	?	PUNCT
ihlr-22370	730	24	,	,	PUNCT
ihlr-22370	730	25	59	59	NUM
ihlr-22370	730	26	vand	vand	NOUN
ihlr-22370	730	27	.	.	PUNCT
ihlr-22370	731	1	l.	l.	PROPN
ihlr-22370	731	2	rev	rev	PROPN
ihlr-22370	731	3	.	.	PROPN
ihlr-22370	731	4	1017	1017	NUM
ihlr-22370	731	5	,	,	PUNCT
ihlr-22370	731	6	1026–27	1026–27	NUM
ihlr-22370	731	7	(	(	PUNCT
ihlr-22370	731	8	2006	2006	NUM
ihlr-22370	731	9	)	)	PUNCT
ihlr-22370	731	10	;	;	PUNCT
ihlr-22370	731	11	mark	mark	PROPN
ihlr-22370	731	12	a.	a.	PROPN
ihlr-22370	731	13	hall	hall	PROPN
ihlr-22370	731	14	et	et	PROPN
ihlr-22370	731	15	al	al	PROPN
ihlr-22370	731	16	.	.	PROPN
ihlr-22370	731	17	,	,	PUNCT
ihlr-22370	731	18	health	health	NOUN
ihlr-22370	731	19	care	care	NOUN
ihlr-22370	731	20	law	law	NOUN
ihlr-22370	731	21	and	and	CCONJ
ihlr-22370	731	22	ethics	ethic	NOUN
ihlr-22370	731	23	322	322	NUM
ihlr-22370	731	24	(	(	PUNCT
ihlr-22370	731	25	8th	8th	ADJ
ihlr-22370	731	26	ed	ed	NOUN
ihlr-22370	731	27	.	.	PROPN
ihlr-22370	731	28	2013	2013	NUM
ihlr-22370	731	29	)	)	PUNCT
ihlr-22370	731	30	.	.	PUNCT
ihlr-22370	732	1	130	130	NUM
ihlr-22370	732	2	.	.	PUNCT
ihlr-22370	733	1	sunita	sunita	PROPN
ihlr-22370	733	2	sah	sah	PROPN
ihlr-22370	733	3	et	et	PROPN
ihlr-22370	733	4	al	al	PROPN
ihlr-22370	733	5	.	.	PROPN
ihlr-22370	733	6	,	,	PUNCT
ihlr-22370	733	7	effect	effect	NOUN
ihlr-22370	733	8	of	of	ADP
ihlr-22370	733	9	physician	physician	NOUN
ihlr-22370	733	10	disclosure	disclosure	NOUN
ihlr-22370	733	11	of	of	ADP
ihlr-22370	733	12	specialty	specialty	NOUN
ihlr-22370	733	13	bias	bias	NOUN
ihlr-22370	733	14	on	on	ADP
ihlr-22370	733	15	patient	patient	ADJ
ihlr-22370	733	16	trust	trust	NOUN
ihlr-22370	733	17	and	and	CCONJ
ihlr-22370	733	18	https://doi.org/10.2106/jbjs.i.01164	https://doi.org/10.2106/jbjs.i.01164	NOUN
ihlr-22370	733	19	https://doi.org/10.1111/j.1748-720x.2012.00678.x	https://doi.org/10.1111/j.1748-720x.2012.00678.x	PROPN
ihlr-22370	733	20	https://doi.org/10.1007/s00213-003-1657-x	https://doi.org/10.1007/s00213-003-1657-x	VERB
ihlr-22370	733	21	https://doi.org/10.1111/ijcp.12438	https://doi.org/10.1111/ijcp.12438	ADJ
ihlr-22370	733	22	https://doi.org/10.1073/pnas.1604908113	https://doi.org/10.1073/pnas.1604908113	ADJ
ihlr-22370	733	23	2018	2018	NUM
ihlr-22370	733	24	]	]	PUNCT
ihlr-22370	733	25	financial	financial	ADJ
ihlr-22370	733	26	conflicts	conflict	NOUN
ihlr-22370	733	27	in	in	ADP
ihlr-22370	733	28	the	the	DET
ihlr-22370	733	29	new	new	ADJ
ihlr-22370	733	30	era	era	NOUN
ihlr-22370	733	31	of	of	ADP
ihlr-22370	733	32	sunshine	sunshine	NOUN
ihlr-22370	733	33	93	93	NUM
ihlr-22370	733	34	true	true	ADJ
ihlr-22370	733	35	impact	impact	NOUN
ihlr-22370	733	36	of	of	ADP
ihlr-22370	733	37	industry	industry	NOUN
ihlr-22370	733	38	-	-	PUNCT
ihlr-22370	733	39	medicine	medicine	NOUN
ihlr-22370	733	40	financial	financial	ADJ
ihlr-22370	733	41	ties	tie	NOUN
ihlr-22370	733	42	is	be	AUX
ihlr-22370	733	43	particularly	particularly	ADV
ihlr-22370	733	44	acute	acute	ADJ
ihlr-22370	733	45	regarding	regard	VERB
ihlr-22370	733	46	medical	medical	ADJ
ihlr-22370	733	47	research	research	NOUN
ihlr-22370	733	48	.	.	PUNCT
ihlr-22370	734	1	financial	financial	ADJ
ihlr-22370	734	2	relationships	relationship	NOUN
ihlr-22370	734	3	between	between	ADP
ihlr-22370	734	4	industry	industry	NOUN
ihlr-22370	734	5	and	and	CCONJ
ihlr-22370	734	6	investigators	investigator	NOUN
ihlr-22370	734	7	,	,	PUNCT
ihlr-22370	734	8	while	while	SCONJ
ihlr-22370	734	9	correlated	correlate	VERB
ihlr-22370	734	10	with	with	ADP
ihlr-22370	734	11	possible	possible	ADJ
ihlr-22370	734	12	publication	publication	NOUN
ihlr-22370	734	13	bias	bias	NOUN
ihlr-22370	734	14	,	,	PUNCT
ihlr-22370	734	15	have	have	AUX
ihlr-22370	734	16	not	not	PART
ihlr-22370	734	17	been	be	AUX
ihlr-22370	734	18	linked	link	VERB
ihlr-22370	734	19	to	to	ADP
ihlr-22370	734	20	increased	increase	VERB
ihlr-22370	734	21	rates	rate	NOUN
ihlr-22370	734	22	of	of	ADP
ihlr-22370	734	23	adverse	adverse	ADJ
ihlr-22370	734	24	events	event	NOUN
ihlr-22370	734	25	for	for	ADP
ihlr-22370	734	26	subjects	subject	NOUN
ihlr-22370	734	27	participating	participate	VERB
ihlr-22370	734	28	in	in	ADP
ihlr-22370	734	29	clinical	clinical	ADJ
ihlr-22370	734	30	trials	trial	NOUN
ihlr-22370	734	31	.	.	PUNCT
ihlr-22370	735	1	131	131	NUM
ihlr-22370	735	2	debate	debate	NOUN
ihlr-22370	735	3	over	over	ADP
ihlr-22370	735	4	the	the	DET
ihlr-22370	735	5	true	true	ADJ
ihlr-22370	735	6	impact	impact	NOUN
ihlr-22370	735	7	of	of	ADP
ihlr-22370	735	8	financial	financial	ADJ
ihlr-22370	735	9	conflicts	conflict	NOUN
ihlr-22370	735	10	boils	boil	VERB
ihlr-22370	735	11	down	down	ADP
ihlr-22370	735	12	to	to	ADP
ihlr-22370	735	13	correlation	correlation	NOUN
ihlr-22370	735	14	versus	versus	ADP
ihlr-22370	735	15	causation	causation	NOUN
ihlr-22370	735	16	.	.	PUNCT
ihlr-22370	736	1	much	much	ADJ
ihlr-22370	736	2	of	of	ADP
ihlr-22370	736	3	the	the	DET
ihlr-22370	736	4	empirical	empirical	ADJ
ihlr-22370	736	5	data	datum	NOUN
ihlr-22370	736	6	about	about	ADP
ihlr-22370	736	7	financial	financial	ADJ
ihlr-22370	736	8	interests	interest	NOUN
ihlr-22370	736	9	is	be	AUX
ihlr-22370	736	10	based	base	VERB
ihlr-22370	736	11	on	on	ADP
ihlr-22370	736	12	observational	observational	ADJ
ihlr-22370	736	13	rather	rather	ADV
ihlr-22370	736	14	than	than	ADP
ihlr-22370	736	15	conventional	conventional	ADJ
ihlr-22370	736	16	studies	study	NOUN
ihlr-22370	736	17	.	.	PUNCT
ihlr-22370	737	1	the	the	DET
ihlr-22370	737	2	studies	study	NOUN
ihlr-22370	737	3	typically	typically	ADV
ihlr-22370	737	4	report132	report132	PROPN
ihlr-22370	737	5	association	association	NOUN
ihlr-22370	737	6	between	between	ADP
ihlr-22370	737	7	financial	financial	ADJ
ihlr-22370	737	8	ties	tie	NOUN
ihlr-22370	737	9	and	and	CCONJ
ihlr-22370	737	10	problematic	problematic	ADJ
ihlr-22370	737	11	research	research	NOUN
ihlr-22370	737	12	behavior	behavior	NOUN
ihlr-22370	737	13	,	,	PUNCT
ihlr-22370	737	14	as	as	SCONJ
ihlr-22370	737	15	opposed	oppose	VERB
ihlr-22370	737	16	to	to	ADP
ihlr-22370	737	17	causal	causal	ADJ
ihlr-22370	737	18	evidence	evidence	NOUN
ihlr-22370	737	19	.	.	PUNCT
ihlr-22370	738	1	many	many	ADJ
ihlr-22370	738	2	serious	serious	ADJ
ihlr-22370	738	3	risks	risk	NOUN
ihlr-22370	738	4	are	be	AUX
ihlr-22370	738	5	associated	associate	VERB
ihlr-22370	738	6	with	with	ADP
ihlr-22370	738	7	financial	financial	ADJ
ihlr-22370	738	8	conflicts,133	conflicts,133	NOUN
ihlr-22370	738	9	including	include	VERB
ihlr-22370	738	10	harming	harm	VERB
ihlr-22370	738	11	patients	patient	NOUN
ihlr-22370	738	12	,	,	PUNCT
ihlr-22370	738	13	increasing	increase	VERB
ihlr-22370	738	14	costs	cost	NOUN
ihlr-22370	738	15	,	,	PUNCT
ihlr-22370	738	16	limiting	limit	VERB
ihlr-22370	738	17	choice	choice	NOUN
ihlr-22370	738	18	,	,	PUNCT
ihlr-22370	738	19	and	and	CCONJ
ihlr-22370	738	20	biasing	bias	VERB
ihlr-22370	738	21	research	research	NOUN
ihlr-22370	738	22	.	.	PUNCT
ihlr-22370	739	1	but	but	CCONJ
ihlr-22370	739	2	for	for	ADP
ihlr-22370	739	3	all	all	DET
ihlr-22370	739	4	these	these	DET
ihlr-22370	739	5	supposed	suppose	VERB
ihlr-22370	739	6	risks	risk	NOUN
ihlr-22370	739	7	,	,	PUNCT
ihlr-22370	739	8	virtually	virtually	ADV
ihlr-22370	739	9	none	none	NOUN
ihlr-22370	739	10	have	have	AUX
ihlr-22370	739	11	been	be	AUX
ihlr-22370	739	12	causally134	causally134	PROPN
ihlr-22370	739	13	linked	link	VERB
ihlr-22370	739	14	to	to	ADP
ihlr-22370	739	15	underlying	underlie	VERB
ihlr-22370	739	16	financial	financial	ADJ
ihlr-22370	739	17	conflicts	conflict	NOUN
ihlr-22370	739	18	through	through	ADP
ihlr-22370	739	19	comprehensive	comprehensive	ADJ
ihlr-22370	739	20	studies	study	NOUN
ihlr-22370	739	21	employing	employ	VERB
ihlr-22370	739	22	gold	gold	ADJ
ihlr-22370	739	23	standard	standard	ADJ
ihlr-22370	739	24	proof	proof	NOUN
ihlr-22370	739	25	and	and	CCONJ
ihlr-22370	739	26	rigorous	rigorous	ADJ
ihlr-22370	739	27	statistical	statistical	ADJ
ihlr-22370	739	28	techniques	technique	NOUN
ihlr-22370	739	29	,	,	PUNCT
ihlr-22370	739	30	such	such	ADJ
ihlr-22370	739	31	as	as	ADP
ihlr-22370	739	32	randomization	randomization	NOUN
ihlr-22370	739	33	and	and	CCONJ
ihlr-22370	739	34	use	use	NOUN
ihlr-22370	739	35	of	of	ADP
ihlr-22370	739	36	controls	control	NOUN
ihlr-22370	739	37	.	.	PUNCT
ihlr-22370	740	1	as	as	SCONJ
ihlr-22370	740	2	opponents	opponent	NOUN
ihlr-22370	740	3	of	of	ADP
ihlr-22370	740	4	stricter	strict	ADJ
ihlr-22370	740	5	regulation	regulation	NOUN
ihlr-22370	740	6	often	often	ADV
ihlr-22370	740	7	highlight	highlight	VERB
ihlr-22370	740	8	,	,	PUNCT
ihlr-22370	740	9	any	any	DET
ihlr-22370	740	10	number	number	NOUN
ihlr-22370	740	11	of	of	ADP
ihlr-22370	740	12	confounding	confound	VERB
ihlr-22370	740	13	variables	variable	NOUN
ihlr-22370	740	14	may	may	AUX
ihlr-22370	740	15	be	be	AUX
ihlr-22370	740	16	responsible	responsible	ADJ
ihlr-22370	740	17	for	for	ADP
ihlr-22370	740	18	associations	association	NOUN
ihlr-22370	740	19	between	between	ADP
ihlr-22370	740	20	financial	financial	ADJ
ihlr-22370	740	21	ties	tie	NOUN
ihlr-22370	740	22	and	and	CCONJ
ihlr-22370	740	23	certain	certain	ADJ
ihlr-22370	740	24	problematic	problematic	ADJ
ihlr-22370	740	25	conduct	conduct	NOUN
ihlr-22370	740	26	.	.	PUNCT
ihlr-22370	741	1	moreover	moreover	ADV
ihlr-22370	741	2	,	,	PUNCT
ihlr-22370	741	3	design	design	NOUN
ihlr-22370	741	4	limitations	limitation	NOUN
ihlr-22370	741	5	make135	make135	PRON
ihlr-22370	741	6	determining	determine	VERB
ihlr-22370	741	7	the	the	DET
ihlr-22370	741	8	effects	effect	NOUN
ihlr-22370	741	9	of	of	ADP
ihlr-22370	741	10	financial	financial	ADJ
ihlr-22370	741	11	conflicts	conflict	NOUN
ihlr-22370	741	12	difficult	difficult	ADJ
ihlr-22370	741	13	.	.	PUNCT
ihlr-22370	742	1	for	for	ADP
ihlr-22370	742	2	example	example	NOUN
ihlr-22370	742	3	,	,	PUNCT
ihlr-22370	742	4	observed	observed	ADJ
ihlr-22370	742	5	associations	association	NOUN
ihlr-22370	742	6	may	may	AUX
ihlr-22370	742	7	be	be	AUX
ihlr-22370	742	8	false	false	ADJ
ihlr-22370	742	9	negatives	negative	NOUN
ihlr-22370	742	10	arising	arise	VERB
ihlr-22370	742	11	from	from	ADP
ihlr-22370	742	12	the	the	DET
ihlr-22370	742	13	often	often	ADV
ihlr-22370	742	14	-	-	PUNCT
ihlr-22370	742	15	small	small	ADJ
ihlr-22370	742	16	sample	sample	NOUN
ihlr-22370	742	17	sizes.136	sizes.136	NOUN
ihlr-22370	742	18	meanwhile	meanwhile	ADV
ihlr-22370	742	19	,	,	PUNCT
ihlr-22370	742	20	multiple	multiple	ADJ
ihlr-22370	742	21	possible	possible	ADJ
ihlr-22370	742	22	sources	source	NOUN
ihlr-22370	742	23	of	of	ADP
ihlr-22370	742	24	causation	causation	NOUN
ihlr-22370	742	25	raise	raise	VERB
ihlr-22370	742	26	contamination	contamination	NOUN
ihlr-22370	742	27	problems	problem	NOUN
ihlr-22370	742	28	.	.	PUNCT
ihlr-22370	743	1	comparison	comparison	NOUN
ihlr-22370	743	2	physicians	physician	NOUN
ihlr-22370	743	3	,	,	PUNCT
ihlr-22370	743	4	thought	think	VERB
ihlr-22370	743	5	to	to	PART
ihlr-22370	743	6	be	be	AUX
ihlr-22370	743	7	unexposed	unexposed	ADJ
ihlr-22370	743	8	to	to	ADP
ihlr-22370	743	9	financial	financial	ADJ
ihlr-22370	743	10	ties	tie	NOUN
ihlr-22370	743	11	,	,	PUNCT
ihlr-22370	743	12	may	may	AUX
ihlr-22370	743	13	be	be	AUX
ihlr-22370	743	14	treatment	treatment	NOUN
ihlr-22370	743	15	choice	choice	NOUN
ihlr-22370	743	16	,	,	PUNCT
ihlr-22370	743	17	113	113	NUM
ihlr-22370	743	18	pnas	pna	NOUN
ihlr-22370	743	19	7465	7465	NUM
ihlr-22370	743	20	,	,	PUNCT
ihlr-22370	743	21	7467	7467	NUM
ihlr-22370	743	22	(	(	PUNCT
ihlr-22370	743	23	2016	2016	NUM
ihlr-22370	743	24	)	)	PUNCT
ihlr-22370	743	25	.	.	PUNCT
ihlr-22370	744	1	131	131	NUM
ihlr-22370	744	2	.	.	PUNCT
ihlr-22370	745	1	thomas	thomas	PROPN
ihlr-22370	745	2	p.	p.	PROPN
ihlr-22370	745	3	stossel	stossel	PROPN
ihlr-22370	745	4	,	,	PUNCT
ihlr-22370	745	5	regulating	regulate	VERB
ihlr-22370	745	6	academic	academic	ADJ
ihlr-22370	745	7	-	-	PUNCT
ihlr-22370	745	8	industrial	industrial	ADJ
ihlr-22370	745	9	research	research	NOUN
ihlr-22370	745	10	relationships	relationship	NOUN
ihlr-22370	745	11	–	–	PUNCT
ihlr-22370	745	12	solving	solve	VERB
ihlr-22370	745	13	problems	problem	NOUN
ihlr-22370	745	14	or	or	CCONJ
ihlr-22370	745	15	stifling	stifle	VERB
ihlr-22370	745	16	progress	progress	NOUN
ihlr-22370	745	17	?	?	PUNCT
ihlr-22370	745	18	,	,	PUNCT
ihlr-22370	745	19	353	353	NUM
ihlr-22370	745	20	new	new	ADJ
ihlr-22370	745	21	eng	eng	PROPN
ihlr-22370	745	22	.	.	PUNCT
ihlr-22370	745	23	j.	j.	PROPN
ihlr-22370	745	24	med	med	PROPN
ihlr-22370	745	25	.	.	PROPN
ihlr-22370	745	26	1060	1060	NUM
ihlr-22370	745	27	,	,	PUNCT
ihlr-22370	745	28	1061	1061	NUM
ihlr-22370	745	29	(	(	PUNCT
ihlr-22370	745	30	2005	2005	NUM
ihlr-22370	745	31	)	)	PUNCT
ihlr-22370	745	32	.	.	PUNCT
ihlr-22370	746	1	132	132	NUM
ihlr-22370	746	2	.	.	X
ihlr-22370	746	3	see	see	VERB
ihlr-22370	746	4	,	,	PUNCT
ihlr-22370	746	5	e.g.	e.g.	ADV
ihlr-22370	746	6	,	,	PUNCT
ihlr-22370	746	7	josephine	josephine	PROPN
ihlr-22370	746	8	johnston	johnston	PROPN
ihlr-22370	746	9	,	,	PUNCT
ihlr-22370	746	10	financial	financial	ADJ
ihlr-22370	746	11	conflicts	conflict	NOUN
ihlr-22370	746	12	of	of	ADP
ihlr-22370	746	13	interest	interest	NOUN
ihlr-22370	746	14	in	in	ADP
ihlr-22370	746	15	biomedical	biomedical	ADJ
ihlr-22370	746	16	research	research	NOUN
ihlr-22370	746	17	,	,	PUNCT
ihlr-22370	746	18	in	in	ADP
ihlr-22370	746	19	trust	trust	NOUN
ihlr-22370	746	20	&	&	CCONJ
ihlr-22370	746	21	integrity	integrity	PROPN
ihlr-22370	746	22	in	in	ADP
ihlr-22370	746	23	biomedical	biomedical	ADJ
ihlr-22370	746	24	research	research	NOUN
ihlr-22370	746	25	11	11	NUM
ihlr-22370	746	26	,	,	PUNCT
ihlr-22370	746	27	16–17	16–17	NUM
ihlr-22370	746	28	(	(	PUNCT
ihlr-22370	746	29	thomas	thomas	PROPN
ihlr-22370	746	30	h.	h.	PROPN
ihlr-22370	746	31	murray	murray	PROPN
ihlr-22370	746	32	&	&	CCONJ
ihlr-22370	746	33	josephine	josephine	PROPN
ihlr-22370	746	34	johnston	johnston	PROPN
ihlr-22370	746	35	,	,	PUNCT
ihlr-22370	746	36	eds	eds	PROPN
ihlr-22370	746	37	.	.	PROPN
ihlr-22370	746	38	,	,	PUNCT
ihlr-22370	746	39	2010	2010	NUM
ihlr-22370	746	40	)	)	PUNCT
ihlr-22370	746	41	(	(	PUNCT
ihlr-22370	746	42	noting	note	VERB
ihlr-22370	746	43	that	that	SCONJ
ihlr-22370	746	44	as	as	SCONJ
ihlr-22370	746	45	even	even	ADV
ihlr-22370	746	46	the	the	DET
ihlr-22370	746	47	institute	institute	NOUN
ihlr-22370	746	48	of	of	ADP
ihlr-22370	746	49	medicine	medicine	NOUN
ihlr-22370	746	50	’s	’s	PART
ihlr-22370	746	51	2009	2009	NUM
ihlr-22370	746	52	conflict	conflict	NOUN
ihlr-22370	746	53	of	of	ADP
ihlr-22370	746	54	interest	interest	NOUN
ihlr-22370	746	55	report	report	NOUN
ihlr-22370	746	56	concedes	concede	VERB
ihlr-22370	746	57	,	,	PUNCT
ihlr-22370	746	58	“	"	PUNCT
ihlr-22370	746	59	on	on	ADP
ihlr-22370	746	60	many	many	ADJ
ihlr-22370	746	61	topics	topic	NOUN
ihlr-22370	746	62	related	relate	VERB
ihlr-22370	746	63	to	to	ADP
ihlr-22370	746	64	conflicts	conflict	NOUN
ihlr-22370	746	65	of	of	ADP
ihlr-22370	746	66	interest	interest	NOUN
ihlr-22370	746	67	,	,	PUNCT
ihlr-22370	746	68	no	no	DET
ihlr-22370	746	69	systematic	systematic	ADJ
ihlr-22370	746	70	studies	study	NOUN
ihlr-22370	746	71	are	be	AUX
ihlr-22370	746	72	available	available	ADJ
ihlr-22370	746	73	…	…	PUNCT
ihlr-22370	746	74	[while	[while	X
ihlr-22370	746	75	]	]	X
ihlr-22370	746	76	for	for	ADP
ihlr-22370	746	77	other	other	ADJ
ihlr-22370	746	78	topics	topic	NOUN
ihlr-22370	746	79	,	,	PUNCT
ihlr-22370	746	80	data	datum	NOUN
ihlr-22370	746	81	are	be	AUX
ihlr-22370	746	82	suggestive	suggestive	ADJ
ihlr-22370	746	83	rather	rather	ADV
ihlr-22370	746	84	than	than	ADP
ihlr-22370	746	85	definitive	definitive	ADJ
ihlr-22370	746	86	.	.	PUNCT
ihlr-22370	746	87	”	"	PUNCT
ihlr-22370	746	88	)	)	PUNCT
ihlr-22370	746	89	.	.	PUNCT
ihlr-22370	747	1	iom	iom	PROPN
ihlr-22370	747	2	conflict	conflict	NOUN
ihlr-22370	747	3	of	of	ADP
ihlr-22370	747	4	interest	interest	NOUN
ihlr-22370	747	5	report	report	NOUN
ihlr-22370	747	6	,	,	PUNCT
ihlr-22370	747	7	supra	supra	PROPN
ihlr-22370	747	8	note	note	NOUN
ihlr-22370	747	9	1	1	NUM
ihlr-22370	747	10	,	,	PUNCT
ihlr-22370	747	11	at	at	ADP
ihlr-22370	747	12	4	4	NUM
ihlr-22370	747	13	.	.	X
ihlr-22370	747	14	133	133	NUM
ihlr-22370	747	15	.	.	PUNCT
ihlr-22370	748	1	see	see	VERB
ihlr-22370	748	2	,	,	PUNCT
ihlr-22370	748	3	e.g.	e.g.	ADV
ihlr-22370	748	4	,	,	PUNCT
ihlr-22370	748	5	stanford	stanford	PROPN
ihlr-22370	748	6	c.	c.	PROPN
ihlr-22370	748	7	taylor	taylor	PROPN
ihlr-22370	748	8	et	et	PROPN
ihlr-22370	748	9	al	al	PROPN
ihlr-22370	748	10	.	.	PROPN
ihlr-22370	748	11	,	,	PUNCT
ihlr-22370	748	12	physician	physician	NOUN
ihlr-22370	748	13	-	-	PUNCT
ihlr-22370	748	14	industry	industry	NOUN
ihlr-22370	748	15	interactions	interaction	NOUN
ihlr-22370	748	16	and	and	CCONJ
ihlr-22370	748	17	anti	anti	ADJ
ihlr-22370	748	18	-	-	ADJ
ihlr-22370	748	19	vascular	vascular	ADJ
ihlr-22370	748	20	growth	growth	NOUN
ihlr-22370	748	21	factor	factor	NOUN
ihlr-22370	748	22	use	use	NOUN
ihlr-22370	748	23	among	among	ADP
ihlr-22370	748	24	us	us	PROPN
ihlr-22370	748	25	ophthalmologists	ophthalmologist	NOUN
ihlr-22370	748	26	,	,	PUNCT
ihlr-22370	748	27	134	134	NUM
ihlr-22370	748	28	jama	jama	NOUN
ihlr-22370	748	29	opthamology	opthamology	NOUN
ihlr-22370	748	30	897	897	NUM
ihlr-22370	748	31	,	,	PUNCT
ihlr-22370	748	32	897	897	NUM
ihlr-22370	748	33	(	(	PUNCT
ihlr-22370	748	34	2016	2016	NUM
ihlr-22370	748	35	)	)	PUNCT
ihlr-22370	748	36	(	(	PUNCT
ihlr-22370	748	37	“	"	PUNCT
ihlr-22370	748	38	[	[	PUNCT
ihlr-22370	748	39	t]his	t]his	ADP
ihlr-22370	748	40	analysis	analysis	NOUN
ihlr-22370	748	41	can	can	AUX
ihlr-22370	748	42	not	not	PART
ihlr-22370	748	43	determine	determine	VERB
ihlr-22370	748	44	whether	whether	SCONJ
ihlr-22370	748	45	the	the	DET
ihlr-22370	748	46	payments	payment	NOUN
ihlr-22370	748	47	reported	report	VERB
ihlr-22370	748	48	caused	cause	VERB
ihlr-22370	748	49	the	the	DET
ihlr-22370	748	50	increased	increase	VERB
ihlr-22370	748	51	use	use	NOUN
ihlr-22370	748	52	,	,	PUNCT
ihlr-22370	748	53	are	be	AUX
ihlr-22370	748	54	a	a	DET
ihlr-22370	748	55	result	result	NOUN
ihlr-22370	748	56	of	of	ADP
ihlr-22370	748	57	the	the	DET
ihlr-22370	748	58	increased	increase	VERB
ihlr-22370	748	59	use	use	NOUN
ihlr-22370	748	60	,	,	PUNCT
ihlr-22370	748	61	or	or	CCONJ
ihlr-22370	748	62	are	be	AUX
ihlr-22370	748	63	merely	merely	ADV
ihlr-22370	748	64	associated	associate	VERB
ihlr-22370	748	65	with	with	ADP
ihlr-22370	748	66	some	some	DET
ihlr-22370	748	67	other	other	ADJ
ihlr-22370	748	68	factor	factor	NOUN
ihlr-22370	748	69	that	that	PRON
ihlr-22370	748	70	causes	cause	VERB
ihlr-22370	748	71	the	the	DET
ihlr-22370	748	72	increased	increase	VERB
ihlr-22370	748	73	use	use	NOUN
ihlr-22370	748	74	.	.	PUNCT
ihlr-22370	748	75	”	"	PUNCT
ihlr-22370	748	76	)	)	PUNCT
ihlr-22370	748	77	.	.	PUNCT
ihlr-22370	749	1	134	134	NUM
ihlr-22370	749	2	.	.	PUNCT
ihlr-22370	750	1	iom	iom	PROPN
ihlr-22370	750	2	conflict	conflict	NOUN
ihlr-22370	750	3	of	of	ADP
ihlr-22370	750	4	interest	interest	NOUN
ihlr-22370	750	5	report	report	NOUN
ihlr-22370	750	6	,	,	PUNCT
ihlr-22370	750	7	supra	supra	PROPN
ihlr-22370	750	8	note	note	NOUN
ihlr-22370	750	9	1	1	NUM
ihlr-22370	750	10	,	,	PUNCT
ihlr-22370	750	11	at	at	ADP
ihlr-22370	750	12	23	23	NUM
ihlr-22370	750	13	,	,	PUNCT
ihlr-22370	750	14	27	27	NUM
ihlr-22370	750	15	.	.	NOUN
ihlr-22370	750	16	135	135	NUM
ihlr-22370	750	17	.	.	PUNCT
ihlr-22370	751	1	see	see	VERB
ihlr-22370	751	2	,	,	PUNCT
ihlr-22370	751	3	e.g.	e.g.	ADV
ihlr-22370	751	4	,	,	PUNCT
ihlr-22370	751	5	barton	barton	PROPN
ihlr-22370	751	6	supra	supra	PROPN
ihlr-22370	751	7	note	note	AUX
ihlr-22370	751	8	127	127	NUM
ihlr-22370	751	9	,	,	PUNCT
ihlr-22370	751	10	at	at	ADP
ihlr-22370	751	11	671	671	NUM
ihlr-22370	751	12	(	(	PUNCT
ihlr-22370	751	13	“	"	PUNCT
ihlr-22370	751	14	[	[	X
ihlr-22370	751	15	a	a	X
ihlr-22370	751	16	]	]	X
ihlr-22370	751	17	1998	1998	NUM
ihlr-22370	751	18	study	study	NOUN
ihlr-22370	751	19	found	find	VERB
ihlr-22370	751	20	that	that	SCONJ
ihlr-22370	751	21	authors	author	NOUN
ihlr-22370	751	22	with	with	ADP
ihlr-22370	751	23	financial	financial	ADJ
ihlr-22370	751	24	ties	tie	NOUN
ihlr-22370	751	25	to	to	ADP
ihlr-22370	751	26	drug	drug	NOUN
ihlr-22370	751	27	manufacturers	manufacturer	NOUN
ihlr-22370	751	28	were	be	AUX
ihlr-22370	751	29	more	more	ADV
ihlr-22370	751	30	likely	likely	ADJ
ihlr-22370	751	31	to	to	PART
ihlr-22370	751	32	endorse	endorse	VERB
ihlr-22370	751	33	the	the	DET
ihlr-22370	751	34	use	use	NOUN
ihlr-22370	751	35	of	of	ADP
ihlr-22370	751	36	calcium	calcium	NOUN
ihlr-22370	751	37	channel	channel	NOUN
ihlr-22370	751	38	blockers	blocker	NOUN
ihlr-22370	751	39	,	,	PUNCT
ihlr-22370	751	40	which	which	PRON
ihlr-22370	751	41	some	some	PRON
ihlr-22370	751	42	believed	believe	VERB
ihlr-22370	751	43	to	to	PART
ihlr-22370	751	44	be	be	AUX
ihlr-22370	751	45	unsafe	unsafe	ADJ
ihlr-22370	751	46	,	,	PUNCT
ihlr-22370	751	47	than	than	ADP
ihlr-22370	751	48	those	those	PRON
ihlr-22370	751	49	without	without	ADP
ihlr-22370	751	50	such	such	ADJ
ihlr-22370	751	51	ties	tie	NOUN
ihlr-22370	751	52	.	.	PUNCT
ihlr-22370	752	1	this	this	PRON
ihlr-22370	752	2	was	be	AUX
ihlr-22370	752	3	interpreted	interpret	VERB
ihlr-22370	752	4	as	as	ADP
ihlr-22370	752	5	a	a	DET
ihlr-22370	752	6	case	case	NOUN
ihlr-22370	752	7	where	where	SCONJ
ihlr-22370	752	8	financial	financial	ADJ
ihlr-22370	752	9	ties	tie	NOUN
ihlr-22370	752	10	caused	cause	VERB
ihlr-22370	752	11	physicians	physician	NOUN
ihlr-22370	752	12	to	to	PART
ihlr-22370	752	13	endorse	endorse	VERB
ihlr-22370	752	14	a	a	DET
ihlr-22370	752	15	product	product	NOUN
ihlr-22370	752	16	they	they	PRON
ihlr-22370	752	17	otherwise	otherwise	ADV
ihlr-22370	752	18	might	might	AUX
ihlr-22370	752	19	not	not	PART
ihlr-22370	752	20	have	have	VERB
ihlr-22370	752	21	.	.	PUNCT
ihlr-22370	753	1	yet	yet	ADV
ihlr-22370	753	2	,	,	PUNCT
ihlr-22370	753	3	the	the	DET
ihlr-22370	753	4	association	association	NOUN
ihlr-22370	753	5	is	be	AUX
ihlr-22370	753	6	confounded	confound	VERB
ihlr-22370	753	7	since	since	SCONJ
ihlr-22370	753	8	these	these	DET
ihlr-22370	753	9	authors	author	NOUN
ihlr-22370	753	10	’	’	PART
ihlr-22370	753	11	views	view	NOUN
ihlr-22370	753	12	could	could	AUX
ihlr-22370	753	13	also	also	ADV
ihlr-22370	753	14	be	be	AUX
ihlr-22370	753	15	explained	explain	VERB
ihlr-22370	753	16	by	by	ADP
ihlr-22370	753	17	their	their	PRON
ihlr-22370	753	18	greater	great	ADJ
ihlr-22370	753	19	seniority	seniority	NOUN
ihlr-22370	753	20	,	,	PUNCT
ihlr-22370	753	21	prominence	prominence	NOUN
ihlr-22370	753	22	and	and	CCONJ
ihlr-22370	753	23	experience	experience	NOUN
ihlr-22370	753	24	.	.	PUNCT
ihlr-22370	753	25	”	"	PUNCT
ihlr-22370	753	26	)	)	PUNCT
ihlr-22370	753	27	.	.	PUNCT
ihlr-22370	754	1	136	136	NUM
ihlr-22370	754	2	.	.	PUNCT
ihlr-22370	755	1	see	see	VERB
ihlr-22370	755	2	geoffrey	geoffrey	PROPN
ihlr-22370	755	3	k.	k.	PROPN
ihlr-22370	755	4	spurling	spurling	PROPN
ihlr-22370	755	5	et	et	PROPN
ihlr-22370	755	6	al	al	PROPN
ihlr-22370	755	7	.	.	PROPN
ihlr-22370	755	8	,	,	PUNCT
ihlr-22370	755	9	information	information	NOUN
ihlr-22370	755	10	from	from	ADP
ihlr-22370	755	11	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	755	12	companies	company	NOUN
ihlr-22370	755	13	and	and	CCONJ
ihlr-22370	755	14	the	the	DET
ihlr-22370	755	15	quality	quality	NOUN
ihlr-22370	755	16	,	,	PUNCT
ihlr-22370	755	17	quantity	quantity	NOUN
ihlr-22370	755	18	,	,	PUNCT
ihlr-22370	755	19	and	and	CCONJ
ihlr-22370	755	20	cost	cost	NOUN
ihlr-22370	755	21	of	of	ADP
ihlr-22370	755	22	physicians	physician	NOUN
ihlr-22370	755	23	’	'	PUNCT
ihlr-22370	755	24	prescribing	prescribing	NOUN
ihlr-22370	755	25	:	:	PUNCT
ihlr-22370	755	26	a	a	DET
ihlr-22370	755	27	systematic	systematic	ADJ
ihlr-22370	755	28	review	review	NOUN
ihlr-22370	755	29	,	,	PUNCT
ihlr-22370	755	30	7	7	NUM
ihlr-22370	755	31	plos	plo	NOUN
ihlr-22370	755	32	med	med	PROPN
ihlr-22370	755	33	.	.	PROPN
ihlr-22370	755	34	1	1	NUM
ihlr-22370	755	35	,	,	PUNCT
ihlr-22370	755	36	17	17	NUM
ihlr-22370	755	37	(	(	PUNCT
ihlr-22370	755	38	2010	2010	NUM
ihlr-22370	755	39	)	)	PUNCT
ihlr-22370	755	40	,	,	PUNCT
ihlr-22370	755	41	http://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed	http://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed	PROPN
ihlr-22370	755	42	.	.	PUNCT
ihlr-22370	756	1	1000352&type	1000352&type	NUM
ihlr-22370	756	2	=	=	SYM
ihlr-22370	756	3	printable	printable	NOUN
ihlr-22370	756	4	[	[	X
ihlr-22370	756	5	https://perma.cc/d4bt-gv32	https://perma.cc/d4bt-gv32	X
ihlr-22370	756	6	]	]	PUNCT
ihlr-22370	756	7	.	.	PUNCT
ihlr-22370	757	1	https://doi.org/10.1056/nejmsb051758	https://doi.org/10.1056/nejmsb051758	NOUN
ihlr-22370	757	2	https://doi.org/10.1001/jamaophthalmol.2016.1678	https://doi.org/10.1001/jamaophthalmol.2016.1678	PROPN
ihlr-22370	757	3	https://doi.org/10.1371/journal.pmed.1000352	https://doi.org/10.1371/journal.pmed.1000352	VERB
ihlr-22370	757	4	94	94	NUM
ihlr-22370	757	5	indiana	indiana	PROPN
ihlr-22370	757	6	health	health	PROPN
ihlr-22370	757	7	law	law	PROPN
ihlr-22370	757	8	review	review	NOUN
ihlr-22370	758	1	[	[	X
ihlr-22370	758	2	vol	vol	NOUN
ihlr-22370	758	3	.	.	PUNCT
ihlr-22370	759	1	15:67	15:67	NUM
ihlr-22370	759	2	influenced	influence	VERB
ihlr-22370	759	3	by	by	ADP
ihlr-22370	759	4	their	their	PRON
ihlr-22370	759	5	peers	peer	NOUN
ihlr-22370	759	6	who	who	PRON
ihlr-22370	759	7	do	do	VERB
ihlr-22370	759	8	transact	transact	NOUN
ihlr-22370	759	9	with	with	ADP
ihlr-22370	759	10	industry	industry	NOUN
ihlr-22370	759	11	,	,	PUNCT
ihlr-22370	759	12	while	while	SCONJ
ihlr-22370	759	13	physicians	physician	NOUN
ihlr-22370	759	14	with	with	ADP
ihlr-22370	759	15	financial	financial	ADJ
ihlr-22370	759	16	ties	tie	NOUN
ihlr-22370	759	17	may	may	AUX
ihlr-22370	759	18	nonetheless	nonetheless	ADV
ihlr-22370	759	19	be	be	AUX
ihlr-22370	759	20	more	more	ADV
ihlr-22370	759	21	strongly	strongly	ADV
ihlr-22370	759	22	influenced	influence	VERB
ihlr-22370	759	23	by	by	ADP
ihlr-22370	759	24	non	non	ADJ
ihlr-22370	759	25	-	-	ADJ
ihlr-22370	759	26	financial	financial	ADJ
ihlr-22370	759	27	sources	source	NOUN
ihlr-22370	759	28	.	.	PUNCT
ihlr-22370	760	1	further	far	ADV
ihlr-22370	760	2	,	,	PUNCT
ihlr-22370	760	3	some	some	DET
ihlr-22370	760	4	correlations	correlation	NOUN
ihlr-22370	760	5	may	may	AUX
ihlr-22370	760	6	reflect	reflect	VERB
ihlr-22370	760	7	bidirectional	bidirectional	ADJ
ihlr-22370	760	8	causation	causation	NOUN
ihlr-22370	760	9	,	,	PUNCT
ihlr-22370	760	10	as137	as137	PROPN
ihlr-22370	760	11	physicians	physician	NOUN
ihlr-22370	760	12	who	who	PRON
ihlr-22370	760	13	prescribe	prescribe	VERB
ihlr-22370	760	14	in	in	ADP
ihlr-22370	760	15	larger	large	ADJ
ihlr-22370	760	16	volume	volume	NOUN
ihlr-22370	760	17	or	or	CCONJ
ihlr-22370	760	18	more	more	ADV
ihlr-22370	760	19	expensively	expensively	ADV
ihlr-22370	760	20	may	may	AUX
ihlr-22370	760	21	in	in	ADP
ihlr-22370	760	22	turn	turn	VERB
ihlr-22370	760	23	willingly	willingly	ADV
ihlr-22370	760	24	expose	expose	VERB
ihlr-22370	760	25	themselves	themselves	PRON
ihlr-22370	760	26	to	to	ADP
ihlr-22370	760	27	more	more	ADJ
ihlr-22370	760	28	promotional	promotional	ADJ
ihlr-22370	760	29	activities	activity	NOUN
ihlr-22370	760	30	and	and	CCONJ
ihlr-22370	760	31	industry	industry	NOUN
ihlr-22370	760	32	influence	influence	NOUN
ihlr-22370	760	33	.	.	PUNCT
ihlr-22370	761	1	138	138	NUM
ihlr-22370	762	1	the	the	DET
ihlr-22370	762	2	sunshine	sunshine	PROPN
ihlr-22370	762	3	act	act	NOUN
ihlr-22370	762	4	has	have	AUX
ihlr-22370	762	5	moved	move	VERB
ihlr-22370	762	6	the	the	DET
ihlr-22370	762	7	ball	ball	NOUN
ihlr-22370	762	8	in	in	ADP
ihlr-22370	762	9	some	some	DET
ihlr-22370	762	10	respects	respect	NOUN
ihlr-22370	762	11	.	.	PUNCT
ihlr-22370	763	1	the	the	DET
ihlr-22370	763	2	information	information	NOUN
ihlr-22370	763	3	generated	generate	VERB
ihlr-22370	763	4	offers	offer	VERB
ihlr-22370	763	5	even	even	ADV
ihlr-22370	763	6	stronger	strong	ADJ
ihlr-22370	763	7	evidence	evidence	NOUN
ihlr-22370	763	8	of	of	ADP
ihlr-22370	763	9	correlation	correlation	NOUN
ihlr-22370	763	10	and	and	CCONJ
ihlr-22370	763	11	in	in	ADP
ihlr-22370	763	12	a	a	DET
ihlr-22370	763	13	wide	wide	ADJ
ihlr-22370	763	14	variety	variety	NOUN
ihlr-22370	763	15	of	of	ADP
ihlr-22370	763	16	contexts	contexts	NOUN
ihlr-22370	763	17	.	.	PUNCT
ihlr-22370	764	1	publicly	publicly	ADV
ihlr-22370	764	2	available	available	ADJ
ihlr-22370	764	3	databases	database	NOUN
ihlr-22370	764	4	detail	detail	VERB
ihlr-22370	764	5	the	the	DET
ihlr-22370	764	6	medicare	medicare	PROPN
ihlr-22370	764	7	-	-	PUNCT
ihlr-22370	764	8	reimbursable	reimbursable	ADJ
ihlr-22370	764	9	services	service	NOUN
ihlr-22370	764	10	provided	provide	VERB
ihlr-22370	764	11	by	by	ADP
ihlr-22370	764	12	individual	individual	ADJ
ihlr-22370	764	13	physicians	physician	NOUN
ihlr-22370	764	14	and	and	CCONJ
ihlr-22370	764	15	the	the	DET
ihlr-22370	764	16	prescription	prescription	NOUN
ihlr-22370	764	17	drugs	drug	NOUN
ihlr-22370	764	18	ordered	order	VERB
ihlr-22370	764	19	by139	by139	ADJ
ihlr-22370	764	20	individual	individual	ADJ
ihlr-22370	764	21	physicians	physician	NOUN
ihlr-22370	764	22	under	under	ADP
ihlr-22370	764	23	the	the	DET
ihlr-22370	764	24	medicare	medicare	PROPN
ihlr-22370	764	25	part	part	NOUN
ihlr-22370	765	1	d	d	PROPN
ihlr-22370	765	2	prescription	prescription	NOUN
ihlr-22370	765	3	drug	drug	NOUN
ihlr-22370	765	4	program.140	program.140	PROPN
ihlr-22370	765	5	thus	thus	ADV
ihlr-22370	765	6	,	,	PUNCT
ihlr-22370	765	7	it	it	PRON
ihlr-22370	765	8	is	be	AUX
ihlr-22370	765	9	now	now	ADV
ihlr-22370	765	10	theoretically	theoretically	ADV
ihlr-22370	765	11	feasible	feasible	ADJ
ihlr-22370	765	12	to	to	PART
ihlr-22370	765	13	compare	compare	VERB
ihlr-22370	765	14	industry	industry	NOUN
ihlr-22370	765	15	spending	spending	NOUN
ihlr-22370	765	16	directed	direct	VERB
ihlr-22370	765	17	at	at	ADP
ihlr-22370	765	18	an	an	DET
ihlr-22370	765	19	individual	individual	ADJ
ihlr-22370	765	20	physician	physician	NOUN
ihlr-22370	765	21	within	within	ADP
ihlr-22370	765	22	the	the	DET
ihlr-22370	765	23	open	open	ADJ
ihlr-22370	765	24	payments	payment	NOUN
ihlr-22370	765	25	database	database	NOUN
ihlr-22370	765	26	and	and	CCONJ
ihlr-22370	765	27	the	the	DET
ihlr-22370	765	28	prescribing	prescribing	NOUN
ihlr-22370	765	29	and	and	CCONJ
ihlr-22370	765	30	referral	referral	ADJ
ihlr-22370	765	31	decisions	decision	NOUN
ihlr-22370	765	32	of	of	ADP
ihlr-22370	765	33	that	that	DET
ihlr-22370	765	34	same	same	ADJ
ihlr-22370	765	35	physician	physician	NOUN
ihlr-22370	765	36	for	for	ADP
ihlr-22370	765	37	medicare	medicare	PROPN
ihlr-22370	765	38	patients	patient	NOUN
ihlr-22370	765	39	within	within	ADP
ihlr-22370	765	40	these	these	DET
ihlr-22370	765	41	latter	latter	ADJ
ihlr-22370	765	42	databases	database	NOUN
ihlr-22370	765	43	.	.	PUNCT
ihlr-22370	766	1	a	a	DET
ihlr-22370	766	2	first	first	ADJ
ihlr-22370	766	3	wave	wave	NOUN
ihlr-22370	766	4	of	of	ADP
ihlr-22370	766	5	studies	study	NOUN
ihlr-22370	766	6	making	make	VERB
ihlr-22370	766	7	such	such	ADJ
ihlr-22370	766	8	comparisons	comparison	NOUN
ihlr-22370	766	9	has	have	AUX
ihlr-22370	766	10	been	be	AUX
ihlr-22370	766	11	published	publish	VERB
ihlr-22370	766	12	,	,	PUNCT
ihlr-22370	766	13	with	with	ADP
ihlr-22370	766	14	interesting	interesting	ADJ
ihlr-22370	766	15	conclusions	conclusion	NOUN
ihlr-22370	766	16	about	about	ADP
ihlr-22370	766	17	correlation	correlation	NOUN
ihlr-22370	766	18	.	.	PUNCT
ihlr-22370	767	1	141	141	NUM
ihlr-22370	767	2	one	one	NUM
ihlr-22370	767	3	noteworthy	noteworthy	ADJ
ihlr-22370	767	4	investigation	investigation	NOUN
ihlr-22370	767	5	,	,	PUNCT
ihlr-22370	767	6	looking	look	VERB
ihlr-22370	767	7	at	at	ADP
ihlr-22370	767	8	12	12	NUM
ihlr-22370	767	9	different	different	ADJ
ihlr-22370	767	10	medical	medical	ADJ
ihlr-22370	767	11	specialties	specialty	NOUN
ihlr-22370	767	12	,	,	PUNCT
ihlr-22370	767	13	indicated	indicate	VERB
ihlr-22370	767	14	that	that	SCONJ
ihlr-22370	767	15	physician	physician	NOUN
ihlr-22370	767	16	receipt	receipt	NOUN
ihlr-22370	767	17	of	of	ADP
ihlr-22370	767	18	industry	industry	NOUN
ihlr-22370	767	19	payments	payment	NOUN
ihlr-22370	767	20	was	be	AUX
ihlr-22370	767	21	associated	associate	VERB
ihlr-22370	767	22	with	with	ADP
ihlr-22370	767	23	greater	great	ADJ
ihlr-22370	767	24	prescribing	prescribing	NOUN
ihlr-22370	767	25	costs	cost	NOUN
ihlr-22370	767	26	per	per	ADP
ihlr-22370	767	27	medicare	medicare	PROPN
ihlr-22370	767	28	patient	patient	NOUN
ihlr-22370	767	29	and	and	CCONJ
ihlr-22370	767	30	greater	great	ADJ
ihlr-22370	767	31	likelihood	likelihood	NOUN
ihlr-22370	767	32	of	of	ADP
ihlr-22370	767	33	the	the	DET
ihlr-22370	767	34	physician	physician	NOUN
ihlr-22370	767	35	prescribing	prescribe	VERB
ihlr-22370	767	36	more	more	ADV
ihlr-22370	767	37	costly	costly	ADJ
ihlr-22370	767	38	brand	brand	NOUN
ihlr-22370	767	39	name	name	NOUN
ihlr-22370	767	40	medications	medication	NOUN
ihlr-22370	767	41	instead	instead	ADV
ihlr-22370	767	42	of	of	ADP
ihlr-22370	767	43	cheaper	cheap	ADJ
ihlr-22370	767	44	generics.142	generics.142	VERB
ihlr-22370	767	45	the	the	DET
ihlr-22370	767	46	study	study	NOUN
ihlr-22370	767	47	authors	author	NOUN
ihlr-22370	767	48	noted	note	VERB
ihlr-22370	767	49	that	that	SCONJ
ihlr-22370	767	50	this	this	DET
ihlr-22370	767	51	association	association	NOUN
ihlr-22370	767	52	persisted	persist	VERB
ihlr-22370	767	53	across	across	ADP
ihlr-22370	767	54	all	all	DET
ihlr-22370	767	55	the	the	DET
ihlr-22370	767	56	medical	medical	ADJ
ihlr-22370	767	57	specialties	specialty	NOUN
ihlr-22370	767	58	examined	examine	VERB
ihlr-22370	767	59	,	,	PUNCT
ihlr-22370	767	60	except	except	SCONJ
ihlr-22370	767	61	for	for	ADP
ihlr-22370	767	62	general	general	ADJ
ihlr-22370	767	63	surgery	surgery	NOUN
ihlr-22370	767	64	,	,	PUNCT
ihlr-22370	767	65	even	even	ADV
ihlr-22370	767	66	though	though	SCONJ
ihlr-22370	767	67	there	there	PRON
ihlr-22370	767	68	was	be	VERB
ihlr-22370	767	69	wide	wide	ADJ
ihlr-22370	767	70	variation	variation	NOUN
ihlr-22370	767	71	between	between	ADP
ihlr-22370	767	72	most	most	ADJ
ihlr-22370	767	73	of	of	ADP
ihlr-22370	767	74	the	the	DET
ihlr-22370	767	75	medical	medical	ADJ
ihlr-22370	767	76	specialties	specialty	NOUN
ihlr-22370	767	77	in	in	ADP
ihlr-22370	767	78	the	the	DET
ihlr-22370	767	79	distribution	distribution	NOUN
ihlr-22370	767	80	and	and	CCONJ
ihlr-22370	767	81	amount	amount	NOUN
ihlr-22370	767	82	of	of	ADP
ihlr-22370	767	83	industry	industry	NOUN
ihlr-22370	767	84	payments	payment	NOUN
ihlr-22370	767	85	.	.	PUNCT
ihlr-22370	768	1	the	the	DET
ihlr-22370	768	2	study	study	NOUN
ihlr-22370	768	3	authors	author	NOUN
ihlr-22370	768	4	further	far	ADV
ihlr-22370	768	5	noted	note	VERB
ihlr-22370	768	6	that	that	SCONJ
ihlr-22370	768	7	in	in	ADP
ihlr-22370	768	8	some	some	PRON
ihlr-22370	768	9	specialties143	specialties143	NOUN
ihlr-22370	768	10	the	the	DET
ihlr-22370	768	11	cost	cost	NOUN
ihlr-22370	768	12	increases	increase	NOUN
ihlr-22370	768	13	largely	largely	ADV
ihlr-22370	768	14	arose	arise	VERB
ihlr-22370	768	15	due	due	ADP
ihlr-22370	768	16	to	to	ADP
ihlr-22370	768	17	the	the	DET
ihlr-22370	768	18	physicians	physician	NOUN
ihlr-22370	768	19	’	'	PUNCT
ihlr-22370	768	20	more	more	ADV
ihlr-22370	768	21	expensive	expensive	ADJ
ihlr-22370	768	22	prescribing	prescribing	NOUN
ihlr-22370	768	23	overall	overall	NOUN
ihlr-22370	768	24	,	,	PUNCT
ihlr-22370	768	25	whereas	whereas	SCONJ
ihlr-22370	768	26	in	in	ADP
ihlr-22370	768	27	other	other	ADJ
ihlr-22370	768	28	specialties	specialty	NOUN
ihlr-22370	768	29	the	the	DET
ihlr-22370	768	30	cost	cost	NOUN
ihlr-22370	768	31	increases	increase	NOUN
ihlr-22370	768	32	were	be	AUX
ihlr-22370	768	33	driven	drive	VERB
ihlr-22370	768	34	largely	largely	ADV
ihlr-22370	768	35	by	by	ADP
ihlr-22370	768	36	the	the	DET
ihlr-22370	768	37	137	137	NUM
ihlr-22370	768	38	.	.	PUNCT
ihlr-22370	769	1	i	i	PRON
ihlr-22370	769	2	d.	d.	PROPN
ihlr-22370	769	3	138	138	NUM
ihlr-22370	769	4	.	.	PUNCT
ihlr-22370	770	1	i	i	PRON
ihlr-22370	770	2	d.	d.	PROPN
ihlr-22370	770	3	139	139	NUM
ihlr-22370	770	4	.	.	PUNCT
ihlr-22370	771	1	medicare	medicare	PROPN
ihlr-22370	771	2	provider	provider	NOUN
ihlr-22370	771	3	and	and	CCONJ
ihlr-22370	771	4	utilization	utilization	NOUN
ihlr-22370	771	5	and	and	CCONJ
ihlr-22370	771	6	payment	payment	NOUN
ihlr-22370	771	7	data	datum	NOUN
ihlr-22370	771	8	:	:	PUNCT
ihlr-22370	771	9	physician	physician	NOUN
ihlr-22370	771	10	and	and	CCONJ
ihlr-22370	771	11	other	other	ADJ
ihlr-22370	771	12	supplier	supplier	NOUN
ihlr-22370	771	13	,	,	PUNCT
ihlr-22370	771	14	ctrs	ctrs	PROPN
ihlr-22370	771	15	.	.	PROPN
ihlr-22370	772	1	for	for	ADP
ihlr-22370	772	2	medicare	medicare	PROPN
ihlr-22370	772	3	&	&	CCONJ
ihlr-22370	772	4	medicaid	medicaid	PROPN
ihlr-22370	772	5	servs	servs	PROPN
ihlr-22370	772	6	.	.	PROPN
ihlr-22370	772	7	,	,	PUNCT
ihlr-22370	772	8	https://www.cms.gov/research-statistics-data-andsystems/statistics-trends-and-reports/medicare-provider-charge-data/physician-and-othersupplier.html	https://www.cms.gov/research-statistics-data-andsystems/statistics-trends-and-reports/medicare-provider-charge-data/physician-and-othersupplier.html	PROPN
ihlr-22370	772	9	(	(	PUNCT
ihlr-22370	773	1	last	last	ADJ
ihlr-22370	773	2	modified	modify	VERB
ihlr-22370	773	3	june	june	PROPN
ihlr-22370	773	4	15	15	NUM
ihlr-22370	773	5	,	,	PUNCT
ihlr-22370	773	6	2017	2017	NUM
ihlr-22370	773	7	)	)	PUNCT
ihlr-22370	774	1	[	[	X
ihlr-22370	774	2	https://perma.cc/fl62-vvzc	https://perma.cc/fl62-vvzc	X
ihlr-22370	774	3	]	]	X
ihlr-22370	774	4	.	.	PUNCT
ihlr-22370	775	1	140	140	NUM
ihlr-22370	775	2	.	.	PUNCT
ihlr-22370	775	3	medicare	medicare	PROPN
ihlr-22370	775	4	provider	provider	NOUN
ihlr-22370	775	5	and	and	CCONJ
ihlr-22370	775	6	utilization	utilization	NOUN
ihlr-22370	775	7	and	and	CCONJ
ihlr-22370	775	8	payment	payment	NOUN
ihlr-22370	775	9	data	datum	NOUN
ihlr-22370	775	10	:	:	PUNCT
ihlr-22370	775	11	part	part	NOUN
ihlr-22370	775	12	d	d	X
ihlr-22370	775	13	prescriber	prescriber	NOUN
ihlr-22370	775	14	,	,	PUNCT
ihlr-22370	775	15	ctrs	ctrs	PROPN
ihlr-22370	775	16	.	.	PROPN
ihlr-22370	776	1	for	for	ADP
ihlr-22370	776	2	medicare	medicare	PROPN
ihlr-22370	776	3	&	&	CCONJ
ihlr-22370	776	4	medicaid	medicaid	PROPN
ihlr-22370	776	5	servs	servs	PROPN
ihlr-22370	776	6	.	.	PUNCT
ihlr-22370	776	7	,	,	PUNCT
ihlr-22370	776	8	https://www.cms.gov/research-statistics-data-andsystems/statistics-trends-and-reports/medicare-provider-charge-data/part-d-prescriber.html	https://www.cms.gov/research-statistics-data-andsystems/statistics-trends-and-reports/medicare-provider-charge-data/part-d-prescriber.html	PROPN
ihlr-22370	776	9	(	(	PUNCT
ihlr-22370	776	10	last	last	ADJ
ihlr-22370	776	11	modified	modify	VERB
ihlr-22370	776	12	may	may	AUX
ihlr-22370	776	13	25	25	NUM
ihlr-22370	776	14	,	,	PUNCT
ihlr-22370	776	15	2017	2017	NUM
ihlr-22370	776	16	)	)	PUNCT
ihlr-22370	777	1	[	[	X
ihlr-22370	777	2	https://perma.cc/x3uf-klvy	https://perma.cc/x3uf-klvy	NOUN
ihlr-22370	777	3	]	]	X
ihlr-22370	777	4	.	.	PUNCT
ihlr-22370	778	1	141	141	NUM
ihlr-22370	778	2	.	.	PUNCT
ihlr-22370	779	1	see	see	VERB
ihlr-22370	779	2	,	,	PUNCT
ihlr-22370	779	3	e	e	PROPN
ihlr-22370	779	4	g.	g.	PROPN
ihlr-22370	779	5	,	,	PUNCT
ihlr-22370	779	6	william	william	PROPN
ihlr-22370	779	7	fleischman	fleischman	PROPN
ihlr-22370	779	8	et	et	PROPN
ihlr-22370	779	9	al	al	PROPN
ihlr-22370	779	10	.	.	PROPN
ihlr-22370	779	11	,	,	PUNCT
ihlr-22370	779	12	association	association	NOUN
ihlr-22370	779	13	between	between	ADP
ihlr-22370	779	14	payments	payment	NOUN
ihlr-22370	779	15	from	from	ADP
ihlr-22370	779	16	manufacturers	manufacturer	NOUN
ihlr-22370	779	17	of	of	ADP
ihlr-22370	779	18	pharmaceuticals	pharmaceutical	NOUN
ihlr-22370	779	19	to	to	ADP
ihlr-22370	779	20	physicians	physician	NOUN
ihlr-22370	779	21	and	and	CCONJ
ihlr-22370	779	22	regional	regional	ADJ
ihlr-22370	779	23	prescribing	prescribing	NOUN
ihlr-22370	779	24	:	:	PUNCT
ihlr-22370	779	25	cross	cross	VERB
ihlr-22370	779	26	sectional	sectional	ADJ
ihlr-22370	779	27	ecological	ecological	ADJ
ihlr-22370	779	28	study	study	NOUN
ihlr-22370	779	29	,	,	PUNCT
ihlr-22370	779	30	354	354	NUM
ihlr-22370	779	31	bmj	bmj	NOUN
ihlr-22370	779	32	1	1	NUM
ihlr-22370	779	33	,	,	PUNCT
ihlr-22370	779	34	4–5	4–5	PROPN
ihlr-22370	779	35	(	(	PUNCT
ihlr-22370	779	36	2016	2016	NUM
ihlr-22370	779	37	)	)	PUNCT
ihlr-22370	779	38	;	;	PUNCT
ihlr-22370	779	39	taylor	taylor	PROPN
ihlr-22370	779	40	,	,	PUNCT
ihlr-22370	779	41	supra	supra	PROPN
ihlr-22370	779	42	note	note	PROPN
ihlr-22370	779	43	133	133	NUM
ihlr-22370	779	44	,	,	PUNCT
ihlr-22370	779	45	at	at	ADP
ihlr-22370	779	46	899–902	899–902	NUM
ihlr-22370	779	47	;	;	PUNCT
ihlr-22370	779	48	dejong	dejong	NOUN
ihlr-22370	779	49	,	,	PUNCT
ihlr-22370	779	50	supra	supra	PROPN
ihlr-22370	779	51	note	note	NOUN
ihlr-22370	779	52	50	50	NUM
ihlr-22370	779	53	,	,	PUNCT
ihlr-22370	779	54	at	at	ADP
ihlr-22370	779	55	1114	1114	NUM
ihlr-22370	779	56	.	.	PUNCT
ihlr-22370	780	1	142	142	NUM
ihlr-22370	780	2	.	.	PUNCT
ihlr-22370	781	1	roy	roy	PROPN
ihlr-22370	781	2	h.	h.	PROPN
ihlr-22370	781	3	perlis	perlis	PROPN
ihlr-22370	781	4	&	&	CCONJ
ihlr-22370	781	5	clifford	clifford	PROPN
ihlr-22370	781	6	s.	s.	PROPN
ihlr-22370	781	7	perlis	perlis	PROPN
ihlr-22370	781	8	,	,	PUNCT
ihlr-22370	781	9	physician	physician	NOUN
ihlr-22370	781	10	payments	payment	NOUN
ihlr-22370	781	11	from	from	ADP
ihlr-22370	781	12	industry	industry	NOUN
ihlr-22370	781	13	are	be	AUX
ihlr-22370	781	14	associated	associate	VERB
ihlr-22370	781	15	with	with	ADP
ihlr-22370	781	16	greater	great	ADJ
ihlr-22370	781	17	medicare	medicare	PROPN
ihlr-22370	781	18	part	part	NOUN
ihlr-22370	781	19	d	d	NOUN
ihlr-22370	781	20	prescribing	prescribing	NOUN
ihlr-22370	781	21	costs	cost	NOUN
ihlr-22370	781	22	,	,	PUNCT
ihlr-22370	781	23	plos	plos	PROPN
ihlr-22370	781	24	one	one	NUM
ihlr-22370	781	25	,	,	PUNCT
ihlr-22370	781	26	1	1	NUM
ihlr-22370	781	27	,	,	PUNCT
ihlr-22370	781	28	1	1	NUM
ihlr-22370	781	29	(	(	PUNCT
ihlr-22370	781	30	may	may	PROPN
ihlr-22370	781	31	16	16	NUM
ihlr-22370	781	32	,	,	PUNCT
ihlr-22370	781	33	2016	2016	NUM
ihlr-22370	781	34	)	)	PUNCT
ihlr-22370	781	35	,	,	PUNCT
ihlr-22370	781	36	http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0155474&type=printable	http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0155474&type=printable	PROPN
ihlr-22370	781	37	[	[	X
ihlr-22370	781	38	https://perma.cc/4teu-b9q9	https://perma.cc/4teu-b9q9	NOUN
ihlr-22370	781	39	]	]	PUNCT
ihlr-22370	781	40	.	.	PUNCT
ihlr-22370	782	1	143	143	NUM
ihlr-22370	782	2	.	.	PUNCT
ihlr-22370	783	1	i	i	PRON
ihlr-22370	783	2	d.	d.	PROPN
ihlr-22370	783	3	at	at	ADP
ihlr-22370	783	4	6	6	NUM
ihlr-22370	783	5	.	.	PUNCT
ihlr-22370	784	1	https://doi.org/10.1136/bmj.i4189	https://doi.org/10.1136/bmj.i4189	PROPN
ihlr-22370	784	2	https://doi.org/10.1371/journal.pone.0155474	https://doi.org/10.1371/journal.pone.0155474	PROPN
ihlr-22370	784	3	2018	2018	NUM
ihlr-22370	784	4	]	]	PUNCT
ihlr-22370	784	5	financial	financial	ADJ
ihlr-22370	784	6	conflicts	conflict	NOUN
ihlr-22370	784	7	in	in	ADP
ihlr-22370	784	8	the	the	DET
ihlr-22370	784	9	new	new	ADJ
ihlr-22370	784	10	era	era	NOUN
ihlr-22370	784	11	of	of	ADP
ihlr-22370	784	12	sunshine	sunshine	NOUN
ihlr-22370	784	13	95	95	NUM
ihlr-22370	784	14	physicians	physician	NOUN
ihlr-22370	784	15	prescribing	prescribe	VERB
ihlr-22370	784	16	brand	brand	NOUN
ihlr-22370	784	17	-	-	PUNCT
ihlr-22370	784	18	name	name	NOUN
ihlr-22370	784	19	drugs	drug	NOUN
ihlr-22370	784	20	over	over	ADP
ihlr-22370	784	21	generics	generic	NOUN
ihlr-22370	784	22	.	.	PUNCT
ihlr-22370	785	1	144	144	NUM
ihlr-22370	785	2	another	another	DET
ihlr-22370	785	3	such	such	ADJ
ihlr-22370	785	4	study	study	NOUN
ihlr-22370	785	5	found	find	VERB
ihlr-22370	785	6	correlation	correlation	NOUN
ihlr-22370	785	7	between	between	ADP
ihlr-22370	785	8	physician	physician	NOUN
ihlr-22370	785	9	prescribing	prescribing	NOUN
ihlr-22370	785	10	and	and	CCONJ
ihlr-22370	785	11	mere	mere	ADJ
ihlr-22370	785	12	receipt	receipt	NOUN
ihlr-22370	785	13	of	of	ADP
ihlr-22370	785	14	meals	meal	NOUN
ihlr-22370	785	15	.	.	PUNCT
ihlr-22370	786	1	the	the	DET
ihlr-22370	786	2	investigators	investigator	NOUN
ihlr-22370	786	3	looked	look	VERB
ihlr-22370	786	4	at	at	ADP
ihlr-22370	786	5	physicians	physician	NOUN
ihlr-22370	786	6	who	who	PRON
ihlr-22370	786	7	received	receive	VERB
ihlr-22370	786	8	reported	report	VERB
ihlr-22370	786	9	food	food	NOUN
ihlr-22370	786	10	payments	payment	NOUN
ihlr-22370	786	11	from	from	ADP
ihlr-22370	786	12	industry	industry	NOUN
ihlr-22370	786	13	and	and	CCONJ
ihlr-22370	786	14	their	their	PRON
ihlr-22370	786	15	prescriptions	prescription	NOUN
ihlr-22370	786	16	to	to	PART
ihlr-22370	786	17	medicare	medicare	VERB
ihlr-22370	786	18	patients	patient	NOUN
ihlr-22370	786	19	for	for	ADP
ihlr-22370	786	20	statins	statin	NOUN
ihlr-22370	786	21	,	,	PUNCT
ihlr-22370	786	22	angiotensin	angiotensin	NOUN
ihlr-22370	786	23	receptor	receptor	NOUN
ihlr-22370	786	24	blockers	blocker	NOUN
ihlr-22370	786	25	,	,	PUNCT
ihlr-22370	786	26	cardioselective	cardioselective	ADJ
ihlr-22370	786	27	beta	beta	NOUN
ihlr-22370	786	28	-	-	PUNCT
ihlr-22370	786	29	blockers	blocker	NOUN
ihlr-22370	786	30	,	,	PUNCT
ihlr-22370	786	31	and	and	CCONJ
ihlr-22370	786	32	selective	selective	ADJ
ihlr-22370	786	33	serotonin	serotonin	NOUN
ihlr-22370	786	34	reuptake	reuptake	NOUN
ihlr-22370	786	35	inhibitors	inhibitor	NOUN
ihlr-22370	786	36	.	.	PUNCT
ihlr-22370	787	1	the	the	DET
ihlr-22370	787	2	researchers	researcher	NOUN
ihlr-22370	787	3	found	find	VERB
ihlr-22370	787	4	a	a	DET
ihlr-22370	787	5	significant145	significant145	PROPN
ihlr-22370	787	6	association	association	NOUN
ihlr-22370	787	7	between	between	ADP
ihlr-22370	787	8	a	a	DET
ihlr-22370	787	9	physician	physician	NOUN
ihlr-22370	787	10	receiving	receive	VERB
ihlr-22370	787	11	a	a	DET
ihlr-22370	787	12	single	single	ADJ
ihlr-22370	787	13	meal	meal	NOUN
ihlr-22370	787	14	and	and	CCONJ
ihlr-22370	787	15	higher	high	ADJ
ihlr-22370	787	16	rates	rate	NOUN
ihlr-22370	787	17	of	of	ADP
ihlr-22370	787	18	prescribing	prescribe	VERB
ihlr-22370	787	19	the	the	DET
ihlr-22370	787	20	costlier	costly	ADJ
ihlr-22370	787	21	brand	brand	NOUN
ihlr-22370	787	22	name	name	NOUN
ihlr-22370	787	23	medication	medication	NOUN
ihlr-22370	787	24	connected	connect	VERB
ihlr-22370	787	25	to	to	ADP
ihlr-22370	787	26	the	the	DET
ihlr-22370	787	27	promotional	promotional	ADJ
ihlr-22370	787	28	meal	meal	NOUN
ihlr-22370	787	29	.	.	PUNCT
ihlr-22370	788	1	this	this	DET
ihlr-22370	788	2	association	association	NOUN
ihlr-22370	788	3	persisted	persist	VERB
ihlr-22370	788	4	even	even	ADV
ihlr-22370	788	5	though	though	ADV
ihlr-22370	788	6	for	for	ADP
ihlr-22370	788	7	the	the	DET
ihlr-22370	788	8	class	class	NOUN
ihlr-22370	788	9	of	of	ADP
ihlr-22370	788	10	drugs	drug	NOUN
ihlr-22370	788	11	studied	study	VERB
ihlr-22370	788	12	there	there	PRON
ihlr-22370	788	13	was	be	VERB
ihlr-22370	788	14	no	no	DET
ihlr-22370	788	15	strong	strong	ADJ
ihlr-22370	788	16	evidence	evidence	NOUN
ihlr-22370	788	17	that	that	SCONJ
ihlr-22370	788	18	the	the	DET
ihlr-22370	788	19	brand	brand	NOUN
ihlr-22370	788	20	name	name	NOUN
ihlr-22370	788	21	medications	medication	NOUN
ihlr-22370	788	22	were	be	AUX
ihlr-22370	788	23	any	any	ADV
ihlr-22370	788	24	better	well	ADJ
ihlr-22370	788	25	than	than	ADP
ihlr-22370	788	26	cheaper	cheap	ADJ
ihlr-22370	788	27	generic	generic	ADJ
ihlr-22370	788	28	equivalents.146	equivalents.146	NOUN
ihlr-22370	788	29	the	the	DET
ihlr-22370	788	30	sunshine	sunshine	NOUN
ihlr-22370	788	31	act	act	NOUN
ihlr-22370	788	32	has	have	AUX
ihlr-22370	788	33	even	even	ADV
ihlr-22370	788	34	led	lead	VERB
ihlr-22370	788	35	to	to	ADP
ihlr-22370	788	36	correlation	correlation	NOUN
ihlr-22370	788	37	studies	study	NOUN
ihlr-22370	788	38	concerning	concern	VERB
ihlr-22370	788	39	physicians	physician	NOUN
ihlr-22370	788	40	’	'	PUNCT
ihlr-22370	788	41	use	use	NOUN
ihlr-22370	788	42	of	of	ADP
ihlr-22370	788	43	social	social	ADJ
ihlr-22370	788	44	media	medium	NOUN
ihlr-22370	788	45	.	.	PUNCT
ihlr-22370	789	1	one	one	NUM
ihlr-22370	789	2	recent	recent	ADJ
ihlr-22370	789	3	investigation	investigation	NOUN
ihlr-22370	789	4	,	,	PUNCT
ihlr-22370	789	5	using	use	VERB
ihlr-22370	789	6	open	open	ADJ
ihlr-22370	789	7	payments	payment	NOUN
ihlr-22370	789	8	database	database	NOUN
ihlr-22370	789	9	reports	report	NOUN
ihlr-22370	789	10	,	,	PUNCT
ihlr-22370	789	11	found	find	VERB
ihlr-22370	789	12	that	that	SCONJ
ihlr-22370	789	13	more	more	ADJ
ihlr-22370	789	14	than	than	ADP
ihlr-22370	789	15	70	70	NUM
ihlr-22370	789	16	%	%	NOUN
ihlr-22370	789	17	of	of	ADP
ihlr-22370	789	18	cancer	cancer	NOUN
ihlr-22370	789	19	doctors	doctor	NOUN
ihlr-22370	789	20	with	with	ADP
ihlr-22370	789	21	active	active	ADJ
ihlr-22370	789	22	twitter	twitter	NOUN
ihlr-22370	789	23	accounts	account	NOUN
ihlr-22370	789	24	received	receive	VERB
ihlr-22370	789	25	payments	payment	NOUN
ihlr-22370	789	26	from	from	ADP
ihlr-22370	789	27	industry	industry	NOUN
ihlr-22370	789	28	unrelated	unrelated	ADJ
ihlr-22370	789	29	to	to	ADP
ihlr-22370	789	30	research	research	NOUN
ihlr-22370	789	31	or	or	CCONJ
ihlr-22370	789	32	grants	grant	NOUN
ihlr-22370	789	33	.	.	PUNCT
ihlr-22370	790	1	these	these	DET
ihlr-22370	790	2	ties147	ties147	PROPN
ihlr-22370	790	3	were	be	AUX
ihlr-22370	790	4	ordinarily	ordinarily	ADV
ihlr-22370	790	5	not	not	PART
ihlr-22370	790	6	disclosed	disclose	VERB
ihlr-22370	790	7	on	on	ADP
ihlr-22370	790	8	their	their	PRON
ihlr-22370	790	9	twitter	twitter	NOUN
ihlr-22370	790	10	accounts	account	NOUN
ihlr-22370	790	11	.	.	PUNCT
ihlr-22370	791	1	in	in	ADP
ihlr-22370	791	2	some	some	DET
ihlr-22370	791	3	instances	instance	NOUN
ihlr-22370	791	4	,	,	PUNCT
ihlr-22370	791	5	the	the	DET
ihlr-22370	791	6	physicians	physician	NOUN
ihlr-22370	791	7	might	might	AUX
ihlr-22370	791	8	have	have	AUX
ihlr-22370	791	9	been	be	AUX
ihlr-22370	791	10	tweeting	tweet	VERB
ihlr-22370	791	11	reviews	review	NOUN
ihlr-22370	791	12	about	about	ADP
ihlr-22370	791	13	particular	particular	ADJ
ihlr-22370	791	14	medications	medication	NOUN
ihlr-22370	791	15	or	or	CCONJ
ihlr-22370	791	16	clinical	clinical	ADJ
ihlr-22370	791	17	trials	trial	NOUN
ihlr-22370	791	18	involving	involve	VERB
ihlr-22370	791	19	products	product	NOUN
ihlr-22370	791	20	made	make	VERB
ihlr-22370	791	21	by	by	ADP
ihlr-22370	791	22	manufacturers	manufacturer	NOUN
ihlr-22370	791	23	making	make	VERB
ihlr-22370	791	24	payments	payment	NOUN
ihlr-22370	791	25	to	to	ADP
ihlr-22370	791	26	the	the	DET
ihlr-22370	791	27	physicians.148	physicians.148	NOUN
ihlr-22370	791	28	however	however	ADV
ihlr-22370	791	29	,	,	PUNCT
ihlr-22370	791	30	as	as	ADV
ihlr-22370	791	31	intriguing	intriguing	ADJ
ihlr-22370	791	32	as	as	SCONJ
ihlr-22370	791	33	these	these	DET
ihlr-22370	791	34	studies	study	NOUN
ihlr-22370	791	35	utilizing	utilize	VERB
ihlr-22370	791	36	open	open	ADJ
ihlr-22370	791	37	payments	payment	NOUN
ihlr-22370	791	38	database	database	NOUN
ihlr-22370	791	39	information	information	NOUN
ihlr-22370	791	40	may	may	AUX
ihlr-22370	791	41	be	be	AUX
ihlr-22370	791	42	,	,	PUNCT
ihlr-22370	791	43	they	they	PRON
ihlr-22370	791	44	still	still	ADV
ihlr-22370	791	45	only	only	ADV
ihlr-22370	791	46	show	show	VERB
ihlr-22370	791	47	correlation	correlation	NOUN
ihlr-22370	791	48	,	,	PUNCT
ihlr-22370	791	49	not	not	PART
ihlr-22370	791	50	causation	causation	NOUN
ihlr-22370	791	51	.	.	PUNCT
ihlr-22370	792	1	for	for	ADP
ihlr-22370	792	2	example	example	NOUN
ihlr-22370	792	3	,	,	PUNCT
ihlr-22370	792	4	with	with	ADP
ihlr-22370	792	5	the	the	DET
ihlr-22370	792	6	dejong	dejong	ADJ
ihlr-22370	792	7	meal	meal	NOUN
ihlr-22370	792	8	study	study	NOUN
ihlr-22370	792	9	,	,	PUNCT
ihlr-22370	792	10	the	the	DET
ihlr-22370	792	11	physicians	physician	NOUN
ihlr-22370	792	12	who	who	PRON
ihlr-22370	792	13	accepted	accept	VERB
ihlr-22370	792	14	the	the	DET
ihlr-22370	792	15	industry	industry	NOUN
ihlr-22370	792	16	meals	meal	NOUN
ihlr-22370	792	17	may	may	AUX
ihlr-22370	792	18	have	have	AUX
ihlr-22370	792	19	already	already	ADV
ihlr-22370	792	20	developed	develop	VERB
ihlr-22370	792	21	a	a	DET
ihlr-22370	792	22	preference	preference	NOUN
ihlr-22370	792	23	for	for	ADP
ihlr-22370	792	24	the	the	DET
ihlr-22370	792	25	brand	brand	NOUN
ihlr-22370	792	26	name	name	NOUN
ihlr-22370	792	27	medications	medication	NOUN
ihlr-22370	792	28	,	,	PUNCT
ihlr-22370	792	29	for	for	ADP
ihlr-22370	792	30	reasons	reason	NOUN
ihlr-22370	792	31	unrelated	unrelated	ADJ
ihlr-22370	792	32	to	to	ADP
ihlr-22370	792	33	industry	industry	NOUN
ihlr-22370	792	34	payments	payment	NOUN
ihlr-22370	792	35	,	,	PUNCT
ihlr-22370	792	36	and	and	CCONJ
ihlr-22370	792	37	so	so	ADV
ihlr-22370	792	38	they	they	PRON
ihlr-22370	792	39	were	be	AUX
ihlr-22370	792	40	more	more	ADV
ihlr-22370	792	41	likely	likely	ADJ
ihlr-22370	792	42	to	to	PART
ihlr-22370	792	43	attend	attend	VERB
ihlr-22370	792	44	promotion	promotion	NOUN
ihlr-22370	792	45	meals	meal	NOUN
ihlr-22370	792	46	sponsored	sponsor	VERB
ihlr-22370	792	47	by	by	ADP
ihlr-22370	792	48	the	the	DET
ihlr-22370	792	49	brand	brand	NOUN
ihlr-22370	792	50	name	name	NOUN
ihlr-22370	792	51	manufacturers	manufacturer	NOUN
ihlr-22370	792	52	than	than	ADP
ihlr-22370	792	53	other	other	ADJ
ihlr-22370	792	54	physicians.149	physicians.149	NOUN
ihlr-22370	792	55	under	under	ADP
ihlr-22370	792	56	this	this	DET
ihlr-22370	792	57	interpretation	interpretation	NOUN
ihlr-22370	792	58	,	,	PUNCT
ihlr-22370	792	59	it	it	PRON
ihlr-22370	792	60	is	be	AUX
ihlr-22370	792	61	still	still	ADV
ihlr-22370	792	62	debatable	debatable	ADJ
ihlr-22370	792	63	whether	whether	SCONJ
ihlr-22370	792	64	the	the	DET
ihlr-22370	792	65	financial	financial	ADJ
ihlr-22370	792	66	relationships	relationship	NOUN
ihlr-22370	792	67	directly	directly	ADV
ihlr-22370	792	68	swayed	sway	VERB
ihlr-22370	792	69	physician	physician	NOUN
ihlr-22370	792	70	prescribing	prescribing	NOUN
ihlr-22370	792	71	.	.	PUNCT
ihlr-22370	793	1	unfortunately	unfortunately	ADV
ihlr-22370	793	2	,	,	PUNCT
ihlr-22370	793	3	it	it	PRON
ihlr-22370	793	4	is	be	AUX
ihlr-22370	793	5	unlikely	unlikely	ADJ
ihlr-22370	793	6	that	that	SCONJ
ihlr-22370	793	7	the	the	DET
ihlr-22370	793	8	emerging	emerge	VERB
ihlr-22370	793	9	sunshine	sunshine	PROPN
ihlr-22370	793	10	act	act	PROPN
ihlr-22370	793	11	data	datum	NOUN
ihlr-22370	793	12	will	will	AUX
ihlr-22370	793	13	ever	ever	ADV
ihlr-22370	793	14	be	be	AUX
ihlr-22370	793	15	able	able	ADJ
ihlr-22370	793	16	to	to	PART
ihlr-22370	793	17	resolve	resolve	VERB
ihlr-22370	793	18	definitively	definitively	ADV
ihlr-22370	793	19	the	the	DET
ihlr-22370	793	20	enduring	endure	VERB
ihlr-22370	793	21	uncertainty	uncertainty	NOUN
ihlr-22370	793	22	about	about	ADP
ihlr-22370	793	23	financial	financial	ADJ
ihlr-22370	793	24	conflicts	conflict	NOUN
ihlr-22370	793	25	and	and	CCONJ
ihlr-22370	793	26	causation	causation	NOUN
ihlr-22370	793	27	.	.	PUNCT
ihlr-22370	794	1	financial	financial	ADJ
ihlr-22370	794	2	conflicts	conflict	NOUN
ihlr-22370	794	3	of	of	ADP
ihlr-22370	794	4	interest	interest	NOUN
ihlr-22370	794	5	,	,	PUNCT
ihlr-22370	794	6	risk	risk	NOUN
ihlr-22370	794	7	of	of	ADP
ihlr-22370	794	8	bias	bias	NOUN
ihlr-22370	794	9	,	,	PUNCT
ihlr-22370	794	10	and	and	CCONJ
ihlr-22370	794	11	undue	undue	ADJ
ihlr-22370	794	12	influence	influence	NOUN
ihlr-22370	794	13	operate	operate	VERB
ihlr-22370	794	14	in	in	ADP
ihlr-22370	794	15	a	a	DET
ihlr-22370	794	16	complex	complex	ADJ
ihlr-22370	794	17	and	and	CCONJ
ihlr-22370	794	18	ultimately	ultimately	ADV
ihlr-22370	794	19	murky	murky	ADJ
ihlr-22370	794	20	environment	environment	NOUN
ihlr-22370	794	21	with	with	ADP
ihlr-22370	794	22	many	many	ADJ
ihlr-22370	794	23	levers	lever	NOUN
ihlr-22370	794	24	and	and	CCONJ
ihlr-22370	794	25	moving	move	VERB
ihlr-22370	794	26	parts	part	NOUN
ihlr-22370	794	27	.	.	PUNCT
ihlr-22370	795	1	confounding	confound	VERB
ihlr-22370	795	2	factors	factor	NOUN
ihlr-22370	795	3	include	include	VERB
ihlr-22370	795	4	:	:	PUNCT
ihlr-22370	795	5	the	the	DET
ihlr-22370	795	6	widely	widely	ADV
ihlr-22370	795	7	different	different	ADJ
ihlr-22370	795	8	types	type	NOUN
ihlr-22370	795	9	of	of	ADP
ihlr-22370	795	10	financial	financial	ADJ
ihlr-22370	795	11	transactions	transaction	NOUN
ihlr-22370	795	12	that	that	PRON
ihlr-22370	795	13	arise	arise	VERB
ihlr-22370	795	14	;	;	PUNCT
ihlr-22370	795	15	industry	industry	NOUN
ihlr-22370	795	16	-	-	PUNCT
ihlr-22370	795	17	medicine	medicine	NOUN
ihlr-22370	795	18	financial	financial	ADJ
ihlr-22370	795	19	relationships	relationship	NOUN
ihlr-22370	795	20	also	also	ADV
ihlr-22370	795	21	have	have	VERB
ihlr-22370	795	22	nonfinancial	nonfinancial	ADJ
ihlr-22370	795	23	dimensions	dimension	NOUN
ihlr-22370	795	24	;	;	PUNCT
ihlr-22370	795	25	the	the	DET
ihlr-22370	795	26	supposed	suppose	VERB
ihlr-22370	795	27	biasing	bias	VERB
ihlr-22370	795	28	effect	effect	NOUN
ihlr-22370	795	29	of	of	ADP
ihlr-22370	795	30	financial	financial	ADJ
ihlr-22370	795	31	ties	tie	NOUN
ihlr-22370	795	32	involves	involve	VERB
ihlr-22370	795	33	hard	hard	ADJ
ihlr-22370	795	34	to	to	PART
ihlr-22370	795	35	measure	measure	VERB
ihlr-22370	795	36	psychological	psychological	ADJ
ihlr-22370	795	37	pressures	pressure	NOUN
ihlr-22370	795	38	and	and	CCONJ
ihlr-22370	795	39	unconscious	unconscious	ADJ
ihlr-22370	795	40	decision	decision	NOUN
ihlr-22370	795	41	-	-	PUNCT
ihlr-22370	795	42	making	making	NOUN
ihlr-22370	795	43	;	;	PUNCT
ihlr-22370	795	44	difficulty	difficulty	NOUN
ihlr-22370	795	45	in	in	ADP
ihlr-22370	795	46	isolating	isolate	VERB
ihlr-22370	795	47	the	the	DET
ihlr-22370	795	48	effect	effect	NOUN
ihlr-22370	795	49	of	of	ADP
ihlr-22370	795	50	particular	particular	ADJ
ihlr-22370	795	51	financial	financial	ADJ
ihlr-22370	795	52	ties	tie	NOUN
ihlr-22370	795	53	on	on	ADP
ihlr-22370	795	54	individual	individual	ADJ
ihlr-22370	795	55	physicians	physician	NOUN
ihlr-22370	795	56	from	from	ADP
ihlr-22370	795	57	the	the	DET
ihlr-22370	795	58	impact	impact	NOUN
ihlr-22370	795	59	of	of	ADP
ihlr-22370	795	60	larger	large	ADJ
ihlr-22370	795	61	financial	financial	ADJ
ihlr-22370	795	62	relationships	relationship	NOUN
ihlr-22370	795	63	industry	industry	NOUN
ihlr-22370	795	64	may	may	AUX
ihlr-22370	795	65	form	form	VERB
ihlr-22370	795	66	with	with	ADP
ihlr-22370	795	67	institutions	institution	NOUN
ihlr-22370	795	68	where	where	SCONJ
ihlr-22370	795	69	144	144	NUM
ihlr-22370	795	70	.	.	PUNCT
ihlr-22370	796	1	i	i	PRON
ihlr-22370	796	2	d.	d.	PROPN
ihlr-22370	796	3	at	at	ADP
ihlr-22370	796	4	7	7	NUM
ihlr-22370	796	5	.	.	NUM
ihlr-22370	796	6	145	145	NUM
ihlr-22370	796	7	.	.	PUNCT
ihlr-22370	797	1	dejong	dejong	PROPN
ihlr-22370	797	2	,	,	PUNCT
ihlr-22370	797	3	supra	supra	PROPN
ihlr-22370	797	4	note	note	NOUN
ihlr-22370	797	5	50	50	NUM
ihlr-22370	797	6	,	,	PUNCT
ihlr-22370	797	7	at	at	ADP
ihlr-22370	797	8	1114	1114	NUM
ihlr-22370	797	9	.	.	PUNCT
ihlr-22370	798	1	146	146	NUM
ihlr-22370	798	2	.	.	PUNCT
ihlr-22370	799	1	i	i	PRON
ihlr-22370	799	2	d.	d.	PROPN
ihlr-22370	799	3	147	147	NUM
ihlr-22370	799	4	.	.	PUNCT
ihlr-22370	800	1	derrick	derrick	PROPN
ihlr-22370	800	2	l.	l.	PROPN
ihlr-22370	800	3	tao	tao	PROPN
ihlr-22370	800	4	et	et	PROPN
ihlr-22370	800	5	al	al	PROPN
ihlr-22370	800	6	.	.	PROPN
ihlr-22370	800	7	,	,	PUNCT
ihlr-22370	800	8	financial	financial	ADJ
ihlr-22370	800	9	conflicts	conflict	NOUN
ihlr-22370	800	10	of	of	ADP
ihlr-22370	800	11	interest	interest	NOUN
ihlr-22370	800	12	among	among	ADP
ihlr-22370	800	13	hematologists	hematologist	NOUN
ihlr-22370	800	14	-	-	NOUN
ihlr-22370	800	15	oncologists	oncologist	NOUN
ihlr-22370	800	16	on	on	ADP
ihlr-22370	800	17	twitter	twitter	NOUN
ihlr-22370	800	18	,	,	PUNCT
ihlr-22370	800	19	177	177	NUM
ihlr-22370	800	20	jama	jama	NOUN
ihlr-22370	800	21	internal	internal	PROPN
ihlr-22370	800	22	med	med	PROPN
ihlr-22370	800	23	.	.	PROPN
ihlr-22370	800	24	425	425	NUM
ihlr-22370	800	25	,	,	PUNCT
ihlr-22370	800	26	426	426	NUM
ihlr-22370	800	27	(	(	PUNCT
ihlr-22370	800	28	2017	2017	NUM
ihlr-22370	800	29	)	)	PUNCT
ihlr-22370	800	30	.	.	PUNCT
ihlr-22370	801	1	148	148	NUM
ihlr-22370	801	2	.	.	PUNCT
ihlr-22370	802	1	alexandra	alexandra	PROPN
ihlr-22370	802	2	sifferlin	sifferlin	PROPN
ihlr-22370	802	3	,	,	PUNCT
ihlr-22370	802	4	what	what	PRON
ihlr-22370	802	5	your	your	PRON
ihlr-22370	802	6	doctor	doctor	NOUN
ihlr-22370	802	7	is	be	AUX
ihlr-22370	802	8	n’t	not	PART
ihlr-22370	802	9	telling	tell	VERB
ihlr-22370	802	10	you	you	PRON
ihlr-22370	802	11	on	on	ADP
ihlr-22370	802	12	twitter	twitter	NOUN
ihlr-22370	802	13	,	,	PUNCT
ihlr-22370	802	14	time	time	NOUN
ihlr-22370	802	15	(	(	PUNCT
ihlr-22370	802	16	jan	jan	PROPN
ihlr-22370	802	17	.	.	PROPN
ihlr-22370	802	18	17	17	NUM
ihlr-22370	802	19	,	,	PUNCT
ihlr-22370	802	20	2017	2017	NUM
ihlr-22370	802	21	)	)	PUNCT
ihlr-22370	802	22	,	,	PUNCT
ihlr-22370	802	23	http://time.com/4634502/twitter-cancer-doctors/	http://time.com/4634502/twitter-cancer-doctors/	PUNCT
ihlr-22370	803	1	[	[	X
ihlr-22370	803	2	https://perma.cc/tbm7-vbw8	https://perma.cc/tbm7-vbw8	X
ihlr-22370	803	3	]	]	X
ihlr-22370	803	4	.	.	PUNCT
ihlr-22370	804	1	149	149	NUM
ihlr-22370	804	2	.	.	PUNCT
ihlr-22370	805	1	dejong	dejong	PROPN
ihlr-22370	805	2	,	,	PUNCT
ihlr-22370	805	3	supra	supra	PROPN
ihlr-22370	805	4	note	note	NOUN
ihlr-22370	805	5	50	50	NUM
ihlr-22370	805	6	,	,	PUNCT
ihlr-22370	805	7	at	at	ADP
ihlr-22370	805	8	1121	1121	NUM
ihlr-22370	805	9	.	.	PUNCT
ihlr-22370	806	1	https://doi.org/10.1001/jamainternmed.2016.8467	https://doi.org/10.1001/jamainternmed.2016.8467	PROPN
ihlr-22370	806	2	96	96	NUM
ihlr-22370	806	3	indiana	indiana	PROPN
ihlr-22370	806	4	health	health	PROPN
ihlr-22370	806	5	law	law	PROPN
ihlr-22370	806	6	review	review	NOUN
ihlr-22370	806	7	[	[	X
ihlr-22370	806	8	vol	vol	NOUN
ihlr-22370	806	9	.	.	PUNCT
ihlr-22370	807	1	15:67	15:67	NUM
ihlr-22370	807	2	the	the	DET
ihlr-22370	807	3	physicians	physician	NOUN
ihlr-22370	807	4	practice	practice	NOUN
ihlr-22370	807	5	;	;	PUNCT
ihlr-22370	807	6	and	and	CCONJ
ihlr-22370	807	7	physician	physician	NOUN
ihlr-22370	807	8	behaviors	behavior	NOUN
ihlr-22370	807	9	can	can	AUX
ihlr-22370	807	10	change	change	VERB
ihlr-22370	807	11	over	over	ADP
ihlr-22370	807	12	measurement	measurement	NOUN
ihlr-22370	807	13	periods	period	NOUN
ihlr-22370	807	14	for	for	ADP
ihlr-22370	807	15	reasons	reason	NOUN
ihlr-22370	807	16	unrelated	unrelated	ADJ
ihlr-22370	807	17	to	to	ADP
ihlr-22370	807	18	industry	industry	NOUN
ihlr-22370	807	19	’s	’s	PART
ihlr-22370	807	20	financial	financial	ADJ
ihlr-22370	807	21	influence	influence	NOUN
ihlr-22370	807	22	,	,	PUNCT
ihlr-22370	807	23	such	such	ADJ
ihlr-22370	807	24	as	as	ADP
ihlr-22370	807	25	malpractice	malpractice	NOUN
ihlr-22370	807	26	liability	liability	NOUN
ihlr-22370	807	27	concerns	concern	NOUN
ihlr-22370	807	28	,	,	PUNCT
ihlr-22370	807	29	new	new	ADJ
ihlr-22370	807	30	institutional	institutional	ADJ
ihlr-22370	807	31	policies	policy	NOUN
ihlr-22370	807	32	,	,	PUNCT
ihlr-22370	807	33	and	and	CCONJ
ihlr-22370	807	34	reimbursement	reimbursement	NOUN
ihlr-22370	807	35	changes	change	NOUN
ihlr-22370	807	36	from	from	ADP
ihlr-22370	807	37	payers	payer	NOUN
ihlr-22370	807	38	.	.	PUNCT
ihlr-22370	808	1	moreover	moreover	ADV
ihlr-22370	808	2	,	,	PUNCT
ihlr-22370	808	3	it	it	PRON
ihlr-22370	808	4	is	be	AUX
ihlr-22370	808	5	nearly	nearly	ADV
ihlr-22370	808	6	impossible	impossible	ADJ
ihlr-22370	808	7	to	to	PART
ihlr-22370	808	8	design	design	VERB
ihlr-22370	808	9	rigorous	rigorous	ADJ
ihlr-22370	808	10	randomized	randomized	ADJ
ihlr-22370	808	11	trials	trial	NOUN
ihlr-22370	808	12	with	with	ADP
ihlr-22370	808	13	controls	control	NOUN
ihlr-22370	808	14	to	to	PART
ihlr-22370	808	15	study	study	VERB
ihlr-22370	808	16	causation	causation	NOUN
ihlr-22370	808	17	when	when	SCONJ
ihlr-22370	808	18	investigating	investigate	VERB
ihlr-22370	808	19	financial	financial	ADJ
ihlr-22370	808	20	relationships	relationship	NOUN
ihlr-22370	808	21	already	already	ADV
ihlr-22370	808	22	occurring	occur	VERB
ihlr-22370	808	23	,	,	PUNCT
ihlr-22370	808	24	leaving	leave	VERB
ihlr-22370	808	25	much	much	ADJ
ihlr-22370	808	26	of	of	ADP
ihlr-22370	808	27	the	the	DET
ihlr-22370	808	28	analysis	analysis	NOUN
ihlr-22370	808	29	to	to	ADP
ihlr-22370	808	30	observational	observational	ADJ
ihlr-22370	808	31	studies	study	NOUN
ihlr-22370	808	32	that	that	PRON
ihlr-22370	808	33	inevitably	inevitably	ADV
ihlr-22370	808	34	can	can	AUX
ihlr-22370	808	35	be	be	AUX
ihlr-22370	808	36	challenged	challenge	VERB
ihlr-22370	808	37	as	as	ADP
ihlr-22370	808	38	not	not	PART
ihlr-22370	808	39	firm	firm	ADJ
ihlr-22370	808	40	enough	enough	ADJ
ihlr-22370	808	41	proof	proof	NOUN
ihlr-22370	808	42	.	.	PUNCT
ihlr-22370	809	1	it	it	PRON
ihlr-22370	809	2	should	should	AUX
ihlr-22370	809	3	be	be	AUX
ihlr-22370	809	4	noted	note	VERB
ihlr-22370	809	5	that	that	SCONJ
ihlr-22370	809	6	evidence	evidence	NOUN
ihlr-22370	809	7	of	of	ADP
ihlr-22370	809	8	correlation	correlation	NOUN
ihlr-22370	809	9	,	,	PUNCT
ihlr-22370	809	10	even	even	ADV
ihlr-22370	809	11	if	if	SCONJ
ihlr-22370	809	12	not	not	PART
ihlr-22370	809	13	causation	causation	NOUN
ihlr-22370	809	14	,	,	PUNCT
ihlr-22370	809	15	may	may	AUX
ihlr-22370	809	16	still	still	ADV
ihlr-22370	809	17	be	be	AUX
ihlr-22370	809	18	enough	enough	ADJ
ihlr-22370	809	19	to	to	PART
ihlr-22370	809	20	warrant	warrant	VERB
ihlr-22370	809	21	stronger	strong	ADJ
ihlr-22370	809	22	regulatory	regulatory	ADJ
ihlr-22370	809	23	responses	response	NOUN
ihlr-22370	809	24	.	.	PUNCT
ihlr-22370	810	1	for	for	ADP
ihlr-22370	810	2	one	one	NUM
ihlr-22370	810	3	,	,	PUNCT
ihlr-22370	810	4	financial	financial	ADJ
ihlr-22370	810	5	relationships	relationship	NOUN
ihlr-22370	810	6	may	may	AUX
ihlr-22370	810	7	reinforce	reinforce	VERB
ihlr-22370	810	8	problematic	problematic	ADJ
ihlr-22370	810	9	prescribing	prescribing	NOUN
ihlr-22370	810	10	patterns	pattern	NOUN
ihlr-22370	810	11	through	through	ADP
ihlr-22370	810	12	association	association	NOUN
ihlr-22370	810	13	,	,	PUNCT
ihlr-22370	810	14	even	even	ADV
ihlr-22370	810	15	if	if	SCONJ
ihlr-22370	810	16	not	not	PART
ihlr-22370	810	17	initially	initially	ADV
ihlr-22370	810	18	causing	cause	VERB
ihlr-22370	810	19	those	those	DET
ihlr-22370	810	20	prescribing	prescribing	NOUN
ihlr-22370	810	21	choices	choice	NOUN
ihlr-22370	810	22	.	.	PUNCT
ihlr-22370	811	1	moreover	moreover	ADV
ihlr-22370	811	2	,	,	PUNCT
ihlr-22370	811	3	the	the	DET
ihlr-22370	811	4	risk	risk	NOUN
ihlr-22370	811	5	of150	of150	NOUN
ihlr-22370	811	6	harm	harm	NOUN
ihlr-22370	811	7	from	from	ADP
ihlr-22370	811	8	certain	certain	ADJ
ihlr-22370	811	9	financial	financial	ADJ
ihlr-22370	811	10	relationships	relationship	NOUN
ihlr-22370	811	11	may	may	AUX
ihlr-22370	811	12	be	be	AUX
ihlr-22370	811	13	of	of	ADP
ihlr-22370	811	14	such	such	ADJ
ihlr-22370	811	15	concern	concern	NOUN
ihlr-22370	811	16	that	that	SCONJ
ihlr-22370	811	17	,	,	PUNCT
ihlr-22370	811	18	because	because	SCONJ
ihlr-22370	811	19	of	of	ADP
ihlr-22370	811	20	risk	risk	NOUN
ihlr-22370	811	21	mitigation	mitigation	NOUN
ihlr-22370	811	22	and	and	CCONJ
ihlr-22370	811	23	the	the	DET
ihlr-22370	811	24	“	"	PUNCT
ihlr-22370	811	25	precautionary	precautionary	ADJ
ihlr-22370	811	26	principle	principle	NOUN
ihlr-22370	811	27	,	,	PUNCT
ihlr-22370	811	28	”	"	PUNCT
ihlr-22370	811	29	it	it	PRON
ihlr-22370	811	30	may	may	AUX
ihlr-22370	811	31	be	be	AUX
ihlr-22370	811	32	better	well	ADJ
ihlr-22370	811	33	to	to	ADP
ihlr-22370	811	34	regulate151	regulate151	PROPN
ihlr-22370	811	35	prophylactically	prophylactically	ADV
ihlr-22370	811	36	even	even	ADV
ihlr-22370	811	37	where	where	SCONJ
ihlr-22370	811	38	evidence	evidence	NOUN
ihlr-22370	811	39	of	of	ADP
ihlr-22370	811	40	causation	causation	NOUN
ihlr-22370	811	41	is	be	AUX
ihlr-22370	811	42	still	still	ADV
ihlr-22370	811	43	lacking	lack	VERB
ihlr-22370	811	44	.	.	PUNCT
ihlr-22370	812	1	the	the	DET
ihlr-22370	812	2	dangers	danger	NOUN
ihlr-22370	812	3	of	of	ADP
ihlr-22370	812	4	inaction	inaction	NOUN
ihlr-22370	812	5	may	may	AUX
ihlr-22370	812	6	be	be	AUX
ihlr-22370	812	7	so	so	ADV
ihlr-22370	812	8	great	great	ADJ
ihlr-22370	812	9	that	that	SCONJ
ihlr-22370	812	10	it	it	PRON
ihlr-22370	812	11	is	be	AUX
ihlr-22370	812	12	unwise	unwise	ADJ
ihlr-22370	812	13	to	to	PART
ihlr-22370	812	14	wait	wait	VERB
ihlr-22370	812	15	for	for	ADP
ihlr-22370	812	16	definitive	definitive	ADJ
ihlr-22370	812	17	causation	causation	NOUN
ihlr-22370	812	18	evidence	evidence	NOUN
ihlr-22370	812	19	to	to	PART
ihlr-22370	812	20	arrive	arrive	VERB
ihlr-22370	812	21	,	,	PUNCT
ihlr-22370	812	22	if	if	SCONJ
ihlr-22370	812	23	it	it	PRON
ihlr-22370	812	24	ever	ever	ADV
ihlr-22370	812	25	does	do	VERB
ihlr-22370	812	26	.	.	PUNCT
ihlr-22370	813	1	further	far	ADV
ihlr-22370	813	2	,	,	PUNCT
ihlr-22370	813	3	as	as	SCONJ
ihlr-22370	813	4	robert	robert	PROPN
ihlr-22370	813	5	steinbrook	steinbrook	PROPN
ihlr-22370	813	6	has	have	AUX
ihlr-22370	813	7	argued	argue	VERB
ihlr-22370	813	8	,	,	PUNCT
ihlr-22370	813	9	it	it	PRON
ihlr-22370	813	10	may	may	AUX
ihlr-22370	813	11	not	not	PART
ihlr-22370	813	12	be	be	AUX
ihlr-22370	813	13	necessary	necessary	ADJ
ihlr-22370	813	14	to	to	PART
ihlr-22370	813	15	prove	prove	VERB
ihlr-22370	813	16	a	a	DET
ihlr-22370	813	17	causal	causal	ADJ
ihlr-22370	813	18	relationship	relationship	NOUN
ihlr-22370	813	19	between	between	ADP
ihlr-22370	813	20	industry	industry	NOUN
ihlr-22370	813	21	-	-	PUNCT
ihlr-22370	813	22	medicine	medicine	NOUN
ihlr-22370	813	23	financial	financial	ADJ
ihlr-22370	813	24	ties	tie	NOUN
ihlr-22370	813	25	and	and	CCONJ
ihlr-22370	813	26	changes	change	NOUN
ihlr-22370	813	27	in	in	ADP
ihlr-22370	813	28	physician	physician	NOUN
ihlr-22370	813	29	behavior	behavior	NOUN
ihlr-22370	813	30	.	.	PUNCT
ihlr-22370	814	1	associations	association	NOUN
ihlr-22370	814	2	between	between	ADP
ihlr-22370	814	3	industry	industry	NOUN
ihlr-22370	814	4	payments	payment	NOUN
ihlr-22370	814	5	and	and	CCONJ
ihlr-22370	814	6	physician	physician	NOUN
ihlr-22370	814	7	prescribing	prescribing	NOUN
ihlr-22370	814	8	of	of	ADP
ihlr-22370	814	9	more	more	ADV
ihlr-22370	814	10	expensive	expensive	ADJ
ihlr-22370	814	11	brand	brand	NOUN
ihlr-22370	814	12	name	name	NOUN
ihlr-22370	814	13	medications	medication	NOUN
ihlr-22370	814	14	are	be	AUX
ihlr-22370	814	15	troubling	troubling	ADJ
ihlr-22370	814	16	enough	enough	ADV
ihlr-22370	814	17	because	because	SCONJ
ihlr-22370	814	18	of	of	ADP
ihlr-22370	814	19	the	the	DET
ihlr-22370	814	20	perceptions	perception	NOUN
ihlr-22370	814	21	created	create	VERB
ihlr-22370	814	22	of	of	ADP
ihlr-22370	814	23	industry	industry	NOUN
ihlr-22370	814	24	influence.152	influence.152	PROPN
ihlr-22370	814	25	also	also	ADV
ihlr-22370	814	26	,	,	PUNCT
ihlr-22370	814	27	even	even	ADV
ihlr-22370	814	28	in	in	ADP
ihlr-22370	814	29	the	the	DET
ihlr-22370	814	30	absence	absence	NOUN
ihlr-22370	814	31	of	of	ADP
ihlr-22370	814	32	causation	causation	NOUN
ihlr-22370	814	33	evidence	evidence	NOUN
ihlr-22370	814	34	,	,	PUNCT
ihlr-22370	814	35	physicians	physician	NOUN
ihlr-22370	814	36	have	have	VERB
ihlr-22370	814	37	a	a	DET
ihlr-22370	814	38	professional	professional	ADJ
ihlr-22370	814	39	obligation	obligation	NOUN
ihlr-22370	814	40	to	to	PART
ihlr-22370	814	41	consider	consider	VERB
ihlr-22370	814	42	how	how	SCONJ
ihlr-22370	814	43	these	these	DET
ihlr-22370	814	44	relationships	relationship	NOUN
ihlr-22370	814	45	with	with	ADP
ihlr-22370	814	46	industry	industry	NOUN
ihlr-22370	814	47	affect	affect	VERB
ihlr-22370	814	48	the	the	DET
ihlr-22370	814	49	costs	cost	NOUN
ihlr-22370	814	50	imposed	impose	VERB
ihlr-22370	814	51	on	on	ADP
ihlr-22370	814	52	patients.153	patients.153	NOUN
ihlr-22370	814	53	nonetheless	nonetheless	ADV
ihlr-22370	814	54	,	,	PUNCT
ihlr-22370	814	55	the	the	DET
ihlr-22370	814	56	lack	lack	NOUN
ihlr-22370	814	57	of	of	ADP
ihlr-22370	814	58	firm	firm	ADJ
ihlr-22370	814	59	causation	causation	NOUN
ihlr-22370	814	60	evidence	evidence	NOUN
ihlr-22370	814	61	remains	remain	VERB
ihlr-22370	814	62	a	a	DET
ihlr-22370	814	63	serious	serious	ADJ
ihlr-22370	814	64	challenge	challenge	NOUN
ihlr-22370	814	65	.	.	PUNCT
ihlr-22370	815	1	it	it	PRON
ihlr-22370	815	2	calls	call	VERB
ihlr-22370	815	3	into	into	ADP
ihlr-22370	815	4	question	question	NOUN
ihlr-22370	815	5	the	the	DET
ihlr-22370	815	6	proportionality	proportionality	NOUN
ihlr-22370	815	7	and	and	CCONJ
ihlr-22370	815	8	ultimate	ultimate	ADJ
ihlr-22370	815	9	justification	justification	NOUN
ihlr-22370	815	10	for	for	ADP
ihlr-22370	815	11	much	much	ADJ
ihlr-22370	815	12	financial	financial	ADJ
ihlr-22370	815	13	conflicts	conflict	NOUN
ihlr-22370	815	14	regulation	regulation	NOUN
ihlr-22370	815	15	.	.	PUNCT
ihlr-22370	816	1	this	this	PRON
ihlr-22370	816	2	makes	make	VERB
ihlr-22370	816	3	it	it	PRON
ihlr-22370	816	4	all	all	DET
ihlr-22370	816	5	the	the	PRON
ihlr-22370	816	6	harder	hard	ADJ
ihlr-22370	816	7	to	to	PART
ihlr-22370	816	8	obtain	obtain	VERB
ihlr-22370	816	9	political	political	ADJ
ihlr-22370	816	10	consensus	consensus	NOUN
ihlr-22370	816	11	on	on	ADP
ihlr-22370	816	12	the	the	DET
ihlr-22370	816	13	best	good	ADJ
ihlr-22370	816	14	policy	policy	NOUN
ihlr-22370	816	15	options	option	NOUN
ihlr-22370	816	16	,	,	PUNCT
ihlr-22370	816	17	including	include	VERB
ihlr-22370	816	18	all	all	ADV
ihlr-22370	816	19	-	-	PUNCT
ihlr-22370	816	20	important	important	ADJ
ihlr-22370	816	21	buy	buy	NOUN
ihlr-22370	816	22	-	-	PUNCT
ihlr-22370	816	23	in	in	NOUN
ihlr-22370	816	24	from	from	ADP
ihlr-22370	816	25	more	more	ADJ
ihlr-22370	816	26	entrepreneurial	entrepreneurial	ADJ
ihlr-22370	816	27	physicians	physician	NOUN
ihlr-22370	816	28	.	.	PUNCT
ihlr-22370	817	1	perceptions	perception	NOUN
ihlr-22370	817	2	that	that	SCONJ
ihlr-22370	817	3	financial	financial	ADJ
ihlr-22370	817	4	conflicts	conflict	NOUN
ihlr-22370	817	5	regulation	regulation	NOUN
ihlr-22370	817	6	inequitably	inequitably	ADV
ihlr-22370	817	7	burdens	burden	VERB
ihlr-22370	817	8	physicians	physician	NOUN
ihlr-22370	817	9	who	who	PRON
ihlr-22370	817	10	collaborate	collaborate	VERB
ihlr-22370	817	11	with	with	ADP
ihlr-22370	817	12	industry	industry	NOUN
ihlr-22370	817	13	can	can	AUX
ihlr-22370	817	14	encourage	encourage	VERB
ihlr-22370	817	15	cynicism	cynicism	NOUN
ihlr-22370	817	16	,	,	PUNCT
ihlr-22370	817	17	disregard	disregard	NOUN
ihlr-22370	817	18	,	,	PUNCT
ihlr-22370	817	19	and	and	CCONJ
ihlr-22370	817	20	noncompliance	noncompliance	NOUN
ihlr-22370	817	21	,	,	PUNCT
ihlr-22370	817	22	making	make	VERB
ihlr-22370	817	23	it	it	PRON
ihlr-22370	817	24	much	much	ADV
ihlr-22370	817	25	harder	hard	ADV
ihlr-22370	817	26	to	to	PART
ihlr-22370	817	27	implement	implement	VERB
ihlr-22370	817	28	and	and	CCONJ
ihlr-22370	817	29	enforce	enforce	VERB
ihlr-22370	817	30	rules	rule	NOUN
ihlr-22370	817	31	addressing	address	VERB
ihlr-22370	817	32	financial	financial	ADJ
ihlr-22370	817	33	conflicts	conflict	NOUN
ihlr-22370	817	34	.	.	PUNCT
ihlr-22370	818	1	154	154	NUM
ihlr-22370	818	2	b.	b.	NOUN
ihlr-22370	818	3	choosing	choose	VERB
ihlr-22370	818	4	between	between	ADP
ihlr-22370	818	5	regulatory	regulatory	ADJ
ihlr-22370	818	6	options	option	NOUN
ihlr-22370	818	7	transparency	transparency	NOUN
ihlr-22370	818	8	alone	alone	ADV
ihlr-22370	818	9	clearly	clearly	ADV
ihlr-22370	818	10	is	be	AUX
ihlr-22370	818	11	insufficient	insufficient	ADJ
ihlr-22370	818	12	to	to	PART
ihlr-22370	818	13	address	address	VERB
ihlr-22370	818	14	health	health	NOUN
ihlr-22370	818	15	care	care	NOUN
ihlr-22370	818	16	financial	financial	ADJ
ihlr-22370	818	17	conflicts	conflict	NOUN
ihlr-22370	818	18	.	.	PUNCT
ihlr-22370	819	1	knowing	know	VERB
ihlr-22370	819	2	this	this	PRON
ihlr-22370	819	3	,	,	PUNCT
ihlr-22370	819	4	then	then	ADV
ihlr-22370	819	5	what	what	PRON
ihlr-22370	819	6	?	?	PUNCT
ihlr-22370	820	1	which	which	DET
ihlr-22370	820	2	regulatory	regulatory	ADJ
ihlr-22370	820	3	options	option	NOUN
ihlr-22370	820	4	,	,	PUNCT
ihlr-22370	820	5	beyond	beyond	ADP
ihlr-22370	820	6	150	150	NUM
ihlr-22370	820	7	.	.	PUNCT
ihlr-22370	821	1	lo	lo	PROPN
ihlr-22370	821	2	,	,	PUNCT
ihlr-22370	821	3	supra	supra	PROPN
ihlr-22370	821	4	note	note	PROPN
ihlr-22370	821	5	45	45	NUM
ihlr-22370	821	6	,	,	PUNCT
ihlr-22370	821	7	at	at	ADP
ihlr-22370	821	8	1720	1720	NUM
ihlr-22370	821	9	.	.	PUNCT
ihlr-22370	822	1	151	151	NUM
ihlr-22370	822	2	.	.	PUNCT
ihlr-22370	823	1	daniel	daniel	PROPN
ihlr-22370	823	2	goldberg	goldberg	PROPN
ihlr-22370	823	3	,	,	PUNCT
ihlr-22370	823	4	on	on	ADP
ihlr-22370	823	5	physician	physician	ADJ
ihlr-22370	823	6	-	-	PUNCT
ihlr-22370	823	7	industry	industry	NOUN
ihlr-22370	823	8	relationships	relationship	NOUN
ihlr-22370	823	9	and	and	CCONJ
ihlr-22370	823	10	unreasonable	unreasonable	ADJ
ihlr-22370	823	11	standards	standard	NOUN
ihlr-22370	823	12	of	of	ADP
ihlr-22370	823	13	proof	proof	NOUN
ihlr-22370	823	14	for	for	ADP
ihlr-22370	823	15	harm	harm	NOUN
ihlr-22370	823	16	:	:	PUNCT
ihlr-22370	823	17	a	a	DET
ihlr-22370	823	18	population	population	NOUN
ihlr-22370	823	19	-	-	PUNCT
ihlr-22370	823	20	level	level	NOUN
ihlr-22370	823	21	bioethics	bioethics	NOUN
ihlr-22370	823	22	approach	approach	NOUN
ihlr-22370	823	23	,	,	PUNCT
ihlr-22370	823	24	26	26	NUM
ihlr-22370	823	25	kennedy	kennedy	PROPN
ihlr-22370	823	26	inst	inst	PROPN
ihlr-22370	823	27	.	.	PUNCT
ihlr-22370	824	1	ethics	ethic	NOUN
ihlr-22370	824	2	j.	j.	PROPN
ihlr-22370	824	3	173	173	PROPN
ihlr-22370	824	4	,	,	PUNCT
ihlr-22370	824	5	175	175	NUM
ihlr-22370	824	6	(	(	PUNCT
ihlr-22370	824	7	2016	2016	NUM
ihlr-22370	824	8	)	)	PUNCT
ihlr-22370	824	9	.	.	PUNCT
ihlr-22370	825	1	152	152	NUM
ihlr-22370	825	2	.	.	PUNCT
ihlr-22370	826	1	robert	robert	PROPN
ihlr-22370	826	2	steinbrook	steinbrook	PROPN
ihlr-22370	826	3	,	,	PUNCT
ihlr-22370	826	4	physicians	physician	NOUN
ihlr-22370	826	5	,	,	PUNCT
ihlr-22370	826	6	industry	industry	NOUN
ihlr-22370	826	7	payments	payment	NOUN
ihlr-22370	826	8	for	for	ADP
ihlr-22370	826	9	food	food	NOUN
ihlr-22370	826	10	and	and	CCONJ
ihlr-22370	826	11	beverages	beverage	NOUN
ihlr-22370	826	12	,	,	PUNCT
ihlr-22370	826	13	and	and	CCONJ
ihlr-22370	826	14	drug	drug	NOUN
ihlr-22370	826	15	prescribing	prescribing	NOUN
ihlr-22370	826	16	,	,	PUNCT
ihlr-22370	826	17	317	317	NUM
ihlr-22370	826	18	jama	jama	NOUN
ihlr-22370	826	19	1753	1753	NUM
ihlr-22370	826	20	,	,	PUNCT
ihlr-22370	826	21	1753–54	1753–54	NUM
ihlr-22370	826	22	(	(	PUNCT
ihlr-22370	826	23	2017	2017	NUM
ihlr-22370	826	24	)	)	PUNCT
ihlr-22370	826	25	.	.	PUNCT
ihlr-22370	827	1	153	153	NUM
ihlr-22370	827	2	.	.	PUNCT
ihlr-22370	828	1	i	i	PRON
ihlr-22370	828	2	d.	d.	PROPN
ihlr-22370	828	3	154	154	NUM
ihlr-22370	828	4	.	.	PUNCT
ihlr-22370	829	1	richard	richard	PROPN
ihlr-22370	829	2	s.	s.	PROPN
ihlr-22370	829	3	saver	saver	PROPN
ihlr-22370	829	4	,	,	PUNCT
ihlr-22370	829	5	shadows	shadow	NOUN
ihlr-22370	829	6	amid	amid	ADP
ihlr-22370	829	7	sunshine	sunshine	NOUN
ihlr-22370	829	8	:	:	PUNCT
ihlr-22370	829	9	regulating	regulate	VERB
ihlr-22370	829	10	financial	financial	ADJ
ihlr-22370	829	11	conflicts	conflict	NOUN
ihlr-22370	829	12	in	in	ADP
ihlr-22370	829	13	research	research	NOUN
ihlr-22370	829	14	,	,	PUNCT
ihlr-22370	829	15	145	145	NUM
ihlr-22370	829	16	chest	chest	NOUN
ihlr-22370	829	17	379	379	NUM
ihlr-22370	829	18	,	,	PUNCT
ihlr-22370	829	19	383	383	NUM
ihlr-22370	829	20	(	(	PUNCT
ihlr-22370	829	21	2014	2014	NUM
ihlr-22370	829	22	)	)	PUNCT
ihlr-22370	829	23	.	.	PUNCT
ihlr-22370	830	1	https://doi.org/10.1353/ken.2016.0022	https://doi.org/10.1353/ken.2016.0022	PROPN
ihlr-22370	830	2	https://doi.org/10.1001/jama.2017.2477	https://doi.org/10.1001/jama.2017.2477	PROPN
ihlr-22370	830	3	https://doi.org/10.1378/chest.13-1719	https://doi.org/10.1378/chest.13-1719	PROPN
ihlr-22370	830	4	2018	2018	NUM
ihlr-22370	830	5	]	]	PUNCT
ihlr-22370	830	6	financial	financial	ADJ
ihlr-22370	830	7	conflicts	conflict	NOUN
ihlr-22370	830	8	in	in	ADP
ihlr-22370	830	9	the	the	DET
ihlr-22370	830	10	new	new	ADJ
ihlr-22370	830	11	era	era	NOUN
ihlr-22370	830	12	of	of	ADP
ihlr-22370	830	13	sunshine	sunshine	NOUN
ihlr-22370	830	14	97	97	NUM
ihlr-22370	830	15	disclosure	disclosure	NOUN
ihlr-22370	830	16	,	,	PUNCT
ihlr-22370	830	17	should	should	AUX
ihlr-22370	830	18	also	also	ADV
ihlr-22370	830	19	be	be	AUX
ihlr-22370	830	20	deployed	deploy	VERB
ihlr-22370	830	21	?	?	PUNCT
ihlr-22370	831	1	non	non	ADJ
ihlr-22370	831	2	-	-	ADJ
ihlr-22370	831	3	disclosure	disclosure	ADJ
ihlr-22370	831	4	regulatory	regulatory	ADJ
ihlr-22370	831	5	alternatives	alternative	NOUN
ihlr-22370	831	6	include	include	VERB
ihlr-22370	831	7	supplying	supply	VERB
ihlr-22370	831	8	alternative	alternative	ADJ
ihlr-22370	831	9	sources	source	NOUN
ihlr-22370	831	10	of	of	ADP
ihlr-22370	831	11	information	information	NOUN
ihlr-22370	831	12	to	to	PART
ihlr-22370	831	13	guide	guide	VERB
ihlr-22370	831	14	health	health	NOUN
ihlr-22370	831	15	care	care	NOUN
ihlr-22370	831	16	decision	decision	NOUN
ihlr-22370	831	17	-	-	PUNCT
ihlr-22370	831	18	making	making	NOUN
ihlr-22370	831	19	,	,	PUNCT
ihlr-22370	831	20	such	such	ADJ
ihlr-22370	831	21	as	as	ADP
ihlr-22370	831	22	mandatory	mandatory	ADJ
ihlr-22370	831	23	second	second	ADJ
ihlr-22370	831	24	opinions	opinion	NOUN
ihlr-22370	831	25	from	from	ADP
ihlr-22370	831	26	independent	independent	ADJ
ihlr-22370	831	27	physicians	physician	NOUN
ihlr-22370	831	28	about	about	ADP
ihlr-22370	831	29	recommended	recommend	VERB
ihlr-22370	831	30	treatment	treatment	NOUN
ihlr-22370	831	31	and	and	CCONJ
ihlr-22370	831	32	research	research	NOUN
ihlr-22370	831	33	.	.	PUNCT
ihlr-22370	832	1	similarly	similarly	ADV
ihlr-22370	832	2	,	,	PUNCT
ihlr-22370	832	3	governmental	governmental	ADJ
ihlr-22370	832	4	and	and	CCONJ
ihlr-22370	832	5	institutional	institutional	ADJ
ihlr-22370	832	6	policies	policy	NOUN
ihlr-22370	832	7	can	can	AUX
ihlr-22370	832	8	support	support	VERB
ihlr-22370	832	9	academic	academic	ADJ
ihlr-22370	832	10	detailing	detailing	NOUN
ihlr-22370	832	11	programs	program	NOUN
ihlr-22370	832	12	.	.	PUNCT
ihlr-22370	833	1	academic	academic	ADJ
ihlr-22370	833	2	detailing	detailing	NOUN
ihlr-22370	833	3	provides	provide	VERB
ihlr-22370	833	4	neutral	neutral	ADJ
ihlr-22370	833	5	expert	expert	NOUN
ihlr-22370	833	6	physician	physician	NOUN
ihlr-22370	833	7	advice	advice	NOUN
ihlr-22370	833	8	to	to	ADP
ihlr-22370	833	9	community	community	NOUN
ihlr-22370	833	10	physicians	physician	NOUN
ihlr-22370	833	11	about	about	ADP
ihlr-22370	833	12	particular	particular	ADJ
ihlr-22370	833	13	treatment	treatment	NOUN
ihlr-22370	833	14	options	option	NOUN
ihlr-22370	833	15	,	,	PUNCT
ihlr-22370	833	16	and	and	CCONJ
ihlr-22370	833	17	employs	employ	VERB
ihlr-22370	833	18	similar	similar	ADJ
ihlr-22370	833	19	persuasion	persuasion	NOUN
ihlr-22370	833	20	techniques	technique	NOUN
ihlr-22370	833	21	used	use	VERB
ihlr-22370	833	22	by	by	ADP
ihlr-22370	833	23	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	833	24	companies	company	NOUN
ihlr-22370	833	25	to	to	PART
ihlr-22370	833	26	counter	counter	VERB
ihlr-22370	833	27	industry	industry	NOUN
ihlr-22370	833	28	’s	’s	PART
ihlr-22370	833	29	marketing	marketing	NOUN
ihlr-22370	833	30	efforts	effort	NOUN
ihlr-22370	833	31	.	.	PUNCT
ihlr-22370	834	1	regulation155	regulation155	PROPN
ihlr-22370	834	2	can	can	AUX
ihlr-22370	834	3	also	also	ADV
ihlr-22370	834	4	impose	impose	VERB
ihlr-22370	834	5	outright	outright	ADJ
ihlr-22370	834	6	prohibitions	prohibition	NOUN
ihlr-22370	834	7	,	,	PUNCT
ihlr-22370	834	8	such	such	ADJ
ihlr-22370	834	9	as	as	ADP
ihlr-22370	834	10	transactional	transactional	ADJ
ihlr-22370	834	11	bans	ban	NOUN
ihlr-22370	834	12	of	of	ADP
ihlr-22370	834	13	financial	financial	ADJ
ihlr-22370	834	14	ties	tie	NOUN
ihlr-22370	834	15	of	of	ADP
ihlr-22370	834	16	certain	certain	ADJ
ihlr-22370	834	17	dollar	dollar	NOUN
ihlr-22370	834	18	amounts	amount	NOUN
ihlr-22370	834	19	or	or	CCONJ
ihlr-22370	834	20	within	within	ADP
ihlr-22370	834	21	certain	certain	ADJ
ihlr-22370	834	22	payment	payment	NOUN
ihlr-22370	834	23	categories	category	NOUN
ihlr-22370	834	24	(	(	PUNCT
ihlr-22370	834	25	e.g.	e.g.	ADV
ihlr-22370	834	26	,	,	PUNCT
ihlr-22370	834	27	banning	ban	VERB
ihlr-22370	834	28	speaker	speaker	NOUN
ihlr-22370	834	29	fees	fee	NOUN
ihlr-22370	834	30	)	)	PUNCT
ihlr-22370	834	31	or	or	CCONJ
ihlr-22370	834	32	barring	bar	VERB
ihlr-22370	834	33	physicians	physician	NOUN
ihlr-22370	834	34	with	with	ADP
ihlr-22370	834	35	apparent	apparent	ADJ
ihlr-22370	834	36	financial	financial	ADJ
ihlr-22370	834	37	conflicts	conflict	NOUN
ihlr-22370	834	38	from	from	ADP
ihlr-22370	834	39	rendering	render	VERB
ihlr-22370	834	40	certain	certain	ADJ
ihlr-22370	834	41	services	service	NOUN
ihlr-22370	834	42	such	such	ADJ
ihlr-22370	834	43	as	as	ADP
ihlr-22370	834	44	serving	serve	VERB
ihlr-22370	834	45	on	on	ADP
ihlr-22370	834	46	clinical	clinical	ADJ
ihlr-22370	834	47	practice	practice	NOUN
ihlr-22370	834	48	guideline	guideline	NOUN
ihlr-22370	834	49	committees	committee	NOUN
ihlr-22370	834	50	or	or	CCONJ
ihlr-22370	834	51	conducting	conduct	VERB
ihlr-22370	834	52	primary	primary	ADJ
ihlr-22370	834	53	research	research	NOUN
ihlr-22370	834	54	.	.	PUNCT
ihlr-22370	835	1	regulation	regulation	NOUN
ihlr-22370	835	2	can	can	AUX
ihlr-22370	835	3	also	also	ADV
ihlr-22370	835	4	address	address	VERB
ihlr-22370	835	5	industry	industry	NOUN
ihlr-22370	835	6	influence	influence	NOUN
ihlr-22370	835	7	by	by	ADP
ihlr-22370	835	8	substituting	substitute	VERB
ihlr-22370	835	9	certain	certain	ADJ
ihlr-22370	835	10	industry	industry	NOUN
ihlr-22370	835	11	roles	role	NOUN
ihlr-22370	835	12	with	with	ADP
ihlr-22370	835	13	governmental	governmental	ADJ
ihlr-22370	835	14	action	action	NOUN
ihlr-22370	835	15	.	.	PUNCT
ihlr-22370	836	1	for	for	ADP
ihlr-22370	836	2	example	example	NOUN
ihlr-22370	836	3	,	,	PUNCT
ihlr-22370	836	4	commentators	commentator	NOUN
ihlr-22370	836	5	have	have	AUX
ihlr-22370	836	6	urged	urge	VERB
ihlr-22370	836	7	minimizing	minimize	VERB
ihlr-22370	836	8	financial	financial	ADJ
ihlr-22370	836	9	conflicts	conflict	NOUN
ihlr-22370	836	10	in	in	ADP
ihlr-22370	836	11	research	research	NOUN
ihlr-22370	836	12	by	by	ADP
ihlr-22370	836	13	requiring	require	VERB
ihlr-22370	836	14	that	that	SCONJ
ihlr-22370	836	15	independent	independent	ADJ
ihlr-22370	836	16	entities	entity	NOUN
ihlr-22370	836	17	,	,	PUNCT
ihlr-22370	836	18	overseen	oversee	VERB
ihlr-22370	836	19	by	by	ADP
ihlr-22370	836	20	government	government	NOUN
ihlr-22370	836	21	agencies	agency	NOUN
ihlr-22370	836	22	,	,	PUNCT
ihlr-22370	836	23	entirely	entirely	ADV
ihlr-22370	836	24	take	take	VERB
ihlr-22370	836	25	over	over	ADP
ihlr-22370	836	26	the	the	DET
ihlr-22370	836	27	design	design	NOUN
ihlr-22370	836	28	and	and	CCONJ
ihlr-22370	836	29	conduct	conduct	NOUN
ihlr-22370	836	30	of	of	ADP
ihlr-22370	836	31	clinical	clinical	ADJ
ihlr-22370	836	32	trials	trial	NOUN
ihlr-22370	836	33	.	.	PUNCT
ihlr-22370	837	1	156	156	NUM
ihlr-22370	837	2	unfortunately	unfortunately	ADV
ihlr-22370	837	3	,	,	PUNCT
ihlr-22370	837	4	almost	almost	ADV
ihlr-22370	837	5	none	none	NOUN
ihlr-22370	837	6	of	of	ADP
ihlr-22370	837	7	these	these	DET
ihlr-22370	837	8	approaches	approach	NOUN
ihlr-22370	837	9	has	have	AUX
ihlr-22370	837	10	been	be	AUX
ihlr-22370	837	11	implemented	implement	VERB
ihlr-22370	837	12	in	in	ADP
ihlr-22370	837	13	a	a	DET
ihlr-22370	837	14	way	way	NOUN
ihlr-22370	837	15	to	to	PART
ihlr-22370	837	16	accrue	accrue	VERB
ihlr-22370	837	17	significant	significant	ADJ
ihlr-22370	837	18	data	datum	NOUN
ihlr-22370	837	19	.	.	PUNCT
ihlr-22370	838	1	the	the	DET
ihlr-22370	838	2	dearth	dearth	NOUN
ihlr-22370	838	3	of	of	ADP
ihlr-22370	838	4	information	information	NOUN
ihlr-22370	838	5	arises	arise	VERB
ihlr-22370	838	6	because	because	SCONJ
ihlr-22370	838	7	much	much	ADJ
ihlr-22370	838	8	conflict	conflict	NOUN
ihlr-22370	838	9	of	of	ADP
ihlr-22370	838	10	interest	interest	NOUN
ihlr-22370	838	11	regulation	regulation	NOUN
ihlr-22370	838	12	,	,	PUNCT
ihlr-22370	838	13	whether	whether	SCONJ
ihlr-22370	838	14	through	through	ADP
ihlr-22370	838	15	law	law	NOUN
ihlr-22370	838	16	or	or	CCONJ
ihlr-22370	838	17	institutional	institutional	ADJ
ihlr-22370	838	18	policies	policy	NOUN
ihlr-22370	838	19	,	,	PUNCT
ihlr-22370	838	20	has	have	AUX
ihlr-22370	838	21	developed	develop	VERB
ihlr-22370	838	22	ad	ad	X
ihlr-22370	838	23	hoc	hoc	X
ihlr-22370	838	24	in	in	ADP
ihlr-22370	838	25	response	response	NOUN
ihlr-22370	838	26	to	to	ADP
ihlr-22370	838	27	particular	particular	ADJ
ihlr-22370	838	28	crises	crisis	NOUN
ihlr-22370	838	29	.	.	PUNCT
ihlr-22370	839	1	as	as	SCONJ
ihlr-22370	839	2	lisa	lisa	PROPN
ihlr-22370	839	3	rosenbaum	rosenbaum	PROPN
ihlr-22370	839	4	observes	observe	VERB
ihlr-22370	839	5	,	,	PUNCT
ihlr-22370	839	6	“	"	PUNCT
ihlr-22370	839	7	conflict	conflict	NOUN
ihlr-22370	839	8	of	of	ADP
ihlr-22370	839	9	interest	interest	NOUN
ihlr-22370	839	10	policies	policy	NOUN
ihlr-22370	839	11	have	have	AUX
ihlr-22370	839	12	evolved	evolve	VERB
ihlr-22370	839	13	not	not	PART
ihlr-22370	839	14	through	through	ADP
ihlr-22370	839	15	careful	careful	ADJ
ihlr-22370	839	16	data	datum	NOUN
ihlr-22370	839	17	gathering	gathering	NOUN
ihlr-22370	839	18	and	and	CCONJ
ihlr-22370	839	19	analysis	analysis	NOUN
ihlr-22370	839	20	but	but	CCONJ
ihlr-22370	839	21	through	through	ADP
ihlr-22370	839	22	intensification	intensification	NOUN
ihlr-22370	839	23	of	of	ADP
ihlr-22370	839	24	regulations	regulation	NOUN
ihlr-22370	839	25	after	after	ADP
ihlr-22370	839	26	each	each	DET
ihlr-22370	839	27	big	big	ADJ
ihlr-22370	839	28	scandal	scandal	NOUN
ihlr-22370	839	29	.	.	PUNCT
ihlr-22370	840	1	”157	”157	NOUN
ihlr-22370	840	2	accordingly	accordingly	ADV
ihlr-22370	840	3	,	,	PUNCT
ihlr-22370	840	4	questions	question	NOUN
ihlr-22370	840	5	arise	arise	VERB
ihlr-22370	840	6	whether	whether	SCONJ
ihlr-22370	840	7	particular	particular	ADJ
ihlr-22370	840	8	regulatory	regulatory	ADJ
ihlr-22370	840	9	options	option	NOUN
ihlr-22370	840	10	work	work	VERB
ihlr-22370	840	11	well	well	ADV
ihlr-22370	840	12	in	in	ADP
ihlr-22370	840	13	the	the	DET
ihlr-22370	840	14	broad	broad	ADJ
ihlr-22370	840	15	range	range	NOUN
ihlr-22370	840	16	of	of	ADP
ihlr-22370	840	17	situations	situation	NOUN
ihlr-22370	840	18	contemplated	contemplate	VERB
ihlr-22370	840	19	.	.	PUNCT
ihlr-22370	841	1	further	far	ADV
ihlr-22370	841	2	,	,	PUNCT
ihlr-22370	841	3	like	like	ADP
ihlr-22370	841	4	mandated	mandate	VERB
ihlr-22370	841	5	disclosure	disclosure	NOUN
ihlr-22370	841	6	,	,	PUNCT
ihlr-22370	841	7	will	will	AUX
ihlr-22370	841	8	some	some	PRON
ihlr-22370	841	9	of	of	ADP
ihlr-22370	841	10	these	these	DET
ihlr-22370	841	11	alternatives	alternative	NOUN
ihlr-22370	841	12	have	have	VERB
ihlr-22370	841	13	unintended	unintended	ADJ
ihlr-22370	841	14	effects	effect	NOUN
ihlr-22370	841	15	and	and	CCONJ
ihlr-22370	841	16	introduce	introduce	VERB
ihlr-22370	841	17	new	new	ADJ
ihlr-22370	841	18	problems	problem	NOUN
ihlr-22370	841	19	?	?	PUNCT
ihlr-22370	842	1	for	for	ADP
ihlr-22370	842	2	example	example	NOUN
ihlr-22370	842	3	,	,	PUNCT
ihlr-22370	842	4	requiring	require	VERB
ihlr-22370	842	5	patients	patient	NOUN
ihlr-22370	842	6	to	to	PART
ihlr-22370	842	7	seek	seek	VERB
ihlr-22370	842	8	a	a	DET
ihlr-22370	842	9	second	second	ADJ
ihlr-22370	842	10	medical	medical	ADJ
ihlr-22370	842	11	opinion	opinion	NOUN
ihlr-22370	842	12	from	from	ADP
ihlr-22370	842	13	a	a	DET
ihlr-22370	842	14	physician	physician	NOUN
ihlr-22370	842	15	who	who	PRON
ihlr-22370	842	16	has	have	VERB
ihlr-22370	842	17	no	no	DET
ihlr-22370	842	18	financial	financial	ADJ
ihlr-22370	842	19	relationship	relationship	NOUN
ihlr-22370	842	20	seems	seem	VERB
ihlr-22370	842	21	,	,	PUNCT
ihlr-22370	842	22	at	at	ADP
ihlr-22370	842	23	first	first	ADJ
ihlr-22370	842	24	impression	impression	NOUN
ihlr-22370	842	25	,	,	PUNCT
ihlr-22370	842	26	a	a	DET
ihlr-22370	842	27	promising	promising	ADJ
ihlr-22370	842	28	way	way	NOUN
ihlr-22370	842	29	to	to	PART
ihlr-22370	842	30	counter	counter	VERB
ihlr-22370	842	31	potential	potential	ADJ
ihlr-22370	842	32	bias	bias	NOUN
ihlr-22370	842	33	of	of	ADP
ihlr-22370	842	34	conflicted	conflicted	ADJ
ihlr-22370	842	35	physicians	physician	NOUN
ihlr-22370	842	36	.	.	PUNCT
ihlr-22370	843	1	but	but	CCONJ
ihlr-22370	843	2	behavioral	behavioral	ADJ
ihlr-22370	843	3	studies	study	NOUN
ihlr-22370	843	4	suggest	suggest	VERB
ihlr-22370	843	5	that	that	SCONJ
ihlr-22370	843	6	professional	professional	ADJ
ihlr-22370	843	7	advisors	advisor	NOUN
ihlr-22370	843	8	with	with	ADP
ihlr-22370	843	9	a	a	DET
ihlr-22370	843	10	conflict	conflict	NOUN
ihlr-22370	843	11	,	,	PUNCT
ihlr-22370	843	12	aware	aware	ADJ
ihlr-22370	843	13	that	that	SCONJ
ihlr-22370	843	14	their	their	PRON
ihlr-22370	843	15	clients	client	NOUN
ihlr-22370	843	16	will	will	AUX
ihlr-22370	843	17	have	have	VERB
ihlr-22370	843	18	access	access	NOUN
ihlr-22370	843	19	to	to	ADP
ihlr-22370	843	20	a	a	DET
ihlr-22370	843	21	second	second	ADJ
ihlr-22370	843	22	opinion	opinion	NOUN
ihlr-22370	843	23	,	,	PUNCT
ihlr-22370	843	24	are	be	AUX
ihlr-22370	843	25	more	more	ADV
ihlr-22370	843	26	likely	likely	ADJ
ihlr-22370	843	27	to	to	PART
ihlr-22370	843	28	give	give	VERB
ihlr-22370	843	29	more	more	ADJ
ihlr-22370	843	30	biased	biased	ADJ
ihlr-22370	843	31	recommendations	recommendation	NOUN
ihlr-22370	843	32	.	.	PUNCT
ihlr-22370	844	1	therefore	therefore	ADV
ihlr-22370	844	2	,	,	PUNCT
ihlr-22370	844	3	a	a	DET
ihlr-22370	844	4	required	require	VERB
ihlr-22370	844	5	second	second	ADJ
ihlr-22370	844	6	opinion	opinion	NOUN
ihlr-22370	844	7	policy	policy	NOUN
ihlr-22370	844	8	could	could	AUX
ihlr-22370	844	9	be158	be158	PROPN
ihlr-22370	844	10	155	155	NUM
ihlr-22370	844	11	.	.	PUNCT
ihlr-22370	845	1	see	see	VERB
ihlr-22370	845	2	generally	generally	ADV
ihlr-22370	845	3	jerry	jerry	VERB
ihlr-22370	845	4	avorn	avorn	ADJ
ihlr-22370	845	5	,	,	PUNCT
ihlr-22370	845	6	academic	academic	ADJ
ihlr-22370	845	7	detailing	detailing	NOUN
ihlr-22370	845	8	:	:	PUNCT
ihlr-22370	845	9	marketing	market	VERB
ihlr-22370	845	10	the	the	DET
ihlr-22370	845	11	best	good	ADJ
ihlr-22370	845	12	evidence	evidence	NOUN
ihlr-22370	845	13	to	to	ADP
ihlr-22370	845	14	clinicians	clinician	NOUN
ihlr-22370	845	15	,	,	PUNCT
ihlr-22370	845	16	317	317	NUM
ihlr-22370	845	17	jama	jama	NOUN
ihlr-22370	845	18	361	361	NUM
ihlr-22370	845	19	(	(	PUNCT
ihlr-22370	845	20	2017	2017	NUM
ihlr-22370	845	21	)	)	PUNCT
ihlr-22370	845	22	(	(	PUNCT
ihlr-22370	845	23	detailing	detail	VERB
ihlr-22370	845	24	a	a	DET
ihlr-22370	845	25	discussion	discussion	NOUN
ihlr-22370	845	26	of	of	ADP
ihlr-22370	845	27	academic	academic	ADJ
ihlr-22370	845	28	detailing	detailing	NOUN
ihlr-22370	845	29	modeled	model	VERB
ihlr-22370	845	30	on	on	ADP
ihlr-22370	845	31	the	the	DET
ihlr-22370	845	32	very	very	ADV
ihlr-22370	845	33	successful	successful	ADJ
ihlr-22370	845	34	practices	practice	NOUN
ihlr-22370	845	35	adopted	adopt	VERB
ihlr-22370	845	36	by	by	ADP
ihlr-22370	845	37	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	845	38	companies	company	NOUN
ihlr-22370	845	39	to	to	PART
ihlr-22370	845	40	create	create	VERB
ihlr-22370	845	41	physician	physician	NOUN
ihlr-22370	845	42	interest	interest	NOUN
ihlr-22370	845	43	in	in	ADP
ihlr-22370	845	44	their	their	PRON
ihlr-22370	845	45	firms	firm	NOUN
ihlr-22370	845	46	'	'	PART
ihlr-22370	845	47	drugs	drug	NOUN
ihlr-22370	845	48	,	,	PUNCT
ihlr-22370	845	49	such	such	ADJ
ihlr-22370	845	50	as	as	ADP
ihlr-22370	845	51	the	the	DET
ihlr-22370	845	52	use	use	NOUN
ihlr-22370	845	53	of	of	ADP
ihlr-22370	845	54	physician	physician	NOUN
ihlr-22370	845	55	peer	peer	NOUN
ihlr-22370	845	56	educators	educator	NOUN
ihlr-22370	845	57	and	and	CCONJ
ihlr-22370	845	58	face	face	NOUN
ihlr-22370	845	59	-	-	PUNCT
ihlr-22370	845	60	to	to	ADP
ihlr-22370	845	61	-	-	PUNCT
ihlr-22370	845	62	face	face	NOUN
ihlr-22370	845	63	discussions	discussion	NOUN
ihlr-22370	845	64	with	with	ADP
ihlr-22370	845	65	physicians	physician	NOUN
ihlr-22370	845	66	by	by	ADP
ihlr-22370	845	67	drug	drug	NOUN
ihlr-22370	845	68	company	company	NOUN
ihlr-22370	845	69	sales	sale	NOUN
ihlr-22370	845	70	representatives	representative	NOUN
ihlr-22370	845	71	.	.	PUNCT
ihlr-22370	846	1	academic	academic	ADJ
ihlr-22370	846	2	detailing	detailing	NOUN
ihlr-22370	846	3	involves	involve	VERB
ihlr-22370	846	4	one	one	NUM
ihlr-22370	846	5	-	-	PUNCT
ihlr-22370	846	6	on	on	ADP
ihlr-22370	846	7	-	-	PUNCT
ihlr-22370	846	8	one	one	NUM
ihlr-22370	846	9	or	or	CCONJ
ihlr-22370	846	10	small	small	ADJ
ihlr-22370	846	11	group	group	NOUN
ihlr-22370	846	12	visits	visit	NOUN
ihlr-22370	846	13	between	between	ADP
ihlr-22370	846	14	the	the	DET
ihlr-22370	846	15	targeted	target	VERB
ihlr-22370	846	16	physicians	physician	NOUN
ihlr-22370	846	17	and	and	CCONJ
ihlr-22370	846	18	an	an	DET
ihlr-22370	846	19	expert	expert	NOUN
ihlr-22370	846	20	physician	physician	NOUN
ihlr-22370	846	21	spokesperson	spokesperson	NOUN
ihlr-22370	846	22	)	)	PUNCT
ihlr-22370	846	23	.	.	PUNCT
ihlr-22370	847	1	156	156	NUM
ihlr-22370	847	2	.	.	PUNCT
ihlr-22370	848	1	see	see	VERB
ihlr-22370	848	2	marc	marc	PROPN
ihlr-22370	848	3	a.	a.	PROPN
ihlr-22370	848	4	rodwin	rodwin	PROPN
ihlr-22370	848	5	,	,	PUNCT
ihlr-22370	848	6	independent	independent	ADJ
ihlr-22370	848	7	drug	drug	NOUN
ihlr-22370	848	8	testing	testing	NOUN
ihlr-22370	848	9	to	to	PART
ihlr-22370	848	10	ensure	ensure	VERB
ihlr-22370	848	11	drug	drug	NOUN
ihlr-22370	848	12	safety	safety	NOUN
ihlr-22370	848	13	and	and	CCONJ
ihlr-22370	848	14	efficacy	efficacy	NOUN
ihlr-22370	848	15	,	,	PUNCT
ihlr-22370	848	16	18	18	NUM
ihlr-22370	848	17	j.	j.	PROPN
ihlr-22370	848	18	health	health	PROPN
ihlr-22370	848	19	care	care	PROPN
ihlr-22370	848	20	l.	l.	PROPN
ihlr-22370	848	21	&	&	CCONJ
ihlr-22370	848	22	pol’y	pol’y	NOUN
ihlr-22370	848	23	45	45	NUM
ihlr-22370	848	24	,	,	PUNCT
ihlr-22370	848	25	77–81	77–81	NUM
ihlr-22370	848	26	(	(	PUNCT
ihlr-22370	848	27	2015	2015	NUM
ihlr-22370	848	28	)	)	PUNCT
ihlr-22370	848	29	.	.	PUNCT
ihlr-22370	849	1	157	157	NUM
ihlr-22370	849	2	.	.	PUNCT
ihlr-22370	850	1	lisa	lisa	PROPN
ihlr-22370	850	2	rosenbaum	rosenbaum	PROPN
ihlr-22370	850	3	,	,	PUNCT
ihlr-22370	850	4	beyond	beyond	ADP
ihlr-22370	850	5	moral	moral	ADJ
ihlr-22370	850	6	outrage	outrage	NOUN
ihlr-22370	850	7	—	—	PUNCT
ihlr-22370	850	8	weighing	weigh	VERB
ihlr-22370	850	9	the	the	DET
ihlr-22370	850	10	trade	trade	NOUN
ihlr-22370	850	11	-	-	PUNCT
ihlr-22370	850	12	offs	off	NOUN
ihlr-22370	850	13	of	of	ADP
ihlr-22370	850	14	coi	coi	NOUN
ihlr-22370	850	15	regulation	regulation	NOUN
ihlr-22370	850	16	,	,	PUNCT
ihlr-22370	850	17	372	372	NUM
ihlr-22370	850	18	new	new	PROPN
ihlr-22370	850	19	eng	eng	PROPN
ihlr-22370	850	20	.	.	PUNCT
ihlr-22370	851	1	j.	j.	PROPN
ihlr-22370	851	2	med	med	PROPN
ihlr-22370	851	3	.	.	PROPN
ihlr-22370	852	1	2064	2064	NUM
ihlr-22370	852	2	,	,	PUNCT
ihlr-22370	852	3	2065	2065	NUM
ihlr-22370	852	4	(	(	PUNCT
ihlr-22370	852	5	2015	2015	NUM
ihlr-22370	852	6	)	)	PUNCT
ihlr-22370	852	7	.	.	PUNCT
ihlr-22370	853	1	158	158	X
ihlr-22370	853	2	.	.	PUNCT
ihlr-22370	854	1	sah	sah	NOUN
ihlr-22370	854	2	,	,	PUNCT
ihlr-22370	854	3	supra	supra	PROPN
ihlr-22370	854	4	note	note	PROPN
ihlr-22370	854	5	130	130	NUM
ihlr-22370	854	6	,	,	PUNCT
ihlr-22370	854	7	at	at	ADP
ihlr-22370	854	8	7465	7465	NUM
ihlr-22370	854	9	;	;	PUNCT
ihlr-22370	854	10	see	see	VERB
ihlr-22370	854	11	also	also	ADV
ihlr-22370	854	12	sunita	sunita	PROPN
ihlr-22370	854	13	sah	sah	PROPN
ihlr-22370	854	14	&	&	CCONJ
ihlr-22370	854	15	george	george	PROPN
ihlr-22370	854	16	loewenstein	loewenstein	PROPN
ihlr-22370	854	17	,	,	PUNCT
ihlr-22370	854	18	conflicted	conflicted	ADJ
ihlr-22370	854	19	advice	advice	NOUN
ihlr-22370	854	20	and	and	CCONJ
ihlr-22370	854	21	second	second	ADJ
ihlr-22370	854	22	opinions	opinion	NOUN
ihlr-22370	854	23	:	:	PUNCT
ihlr-22370	854	24	benefits	benefit	NOUN
ihlr-22370	854	25	but	but	CCONJ
ihlr-22370	854	26	unintended	unintended	ADJ
ihlr-22370	854	27	consequences	consequence	NOUN
ihlr-22370	854	28	,	,	PUNCT
ihlr-22370	854	29	130	130	NUM
ihlr-22370	854	30	organizational	organizational	ADJ
ihlr-22370	854	31	behav	behav	NOUN
ihlr-22370	854	32	.	.	PUNCT
ihlr-22370	854	33	&	&	CCONJ
ihlr-22370	854	34	hum	hum	ADJ
ihlr-22370	854	35	.	.	PUNCT
ihlr-22370	855	1	decision	decision	NOUN
ihlr-22370	855	2	process	process	NOUN
ihlr-22370	855	3	89	89	NUM
ihlr-22370	855	4	,	,	PUNCT
ihlr-22370	855	5	89	89	NUM
ihlr-22370	855	6	(	(	PUNCT
ihlr-22370	855	7	2015	2015	NUM
ihlr-22370	855	8	)	)	PUNCT
ihlr-22370	855	9	.	.	PUNCT
ihlr-22370	856	1	https://doi.org/10.1001/jama.2016.16036	https://doi.org/10.1001/jama.2016.16036	PROPN
ihlr-22370	856	2	https://doi.org/10.1056/nejmms1502498	https://doi.org/10.1056/nejmms1502498	NOUN
ihlr-22370	856	3	https://doi.org/10.1016/j.obhdp.2015.06.005	https://doi.org/10.1016/j.obhdp.2015.06.005	VERB
ihlr-22370	856	4	98	98	NUM
ihlr-22370	856	5	indiana	indiana	PROPN
ihlr-22370	856	6	health	health	PROPN
ihlr-22370	856	7	law	law	NOUN
ihlr-22370	856	8	review	review	NOUN
ihlr-22370	856	9	[	[	X
ihlr-22370	856	10	vol	vol	NOUN
ihlr-22370	856	11	.	.	PUNCT
ihlr-22370	857	1	15:67	15:67	NUM
ihlr-22370	857	2	counterproductive	counterproductive	ADJ
ihlr-22370	857	3	,	,	PUNCT
ihlr-22370	857	4	increasing	increase	VERB
ihlr-22370	857	5	the	the	DET
ihlr-22370	857	6	degree	degree	NOUN
ihlr-22370	857	7	of	of	ADP
ihlr-22370	857	8	biased	biased	ADJ
ihlr-22370	857	9	advice	advice	NOUN
ihlr-22370	857	10	that	that	PRON
ihlr-22370	857	11	patients	patient	NOUN
ihlr-22370	857	12	receive	receive	VERB
ihlr-22370	857	13	from	from	ADP
ihlr-22370	857	14	their	their	PRON
ihlr-22370	857	15	primary	primary	ADJ
ihlr-22370	857	16	physicians	physician	NOUN
ihlr-22370	857	17	with	with	ADP
ihlr-22370	857	18	financial	financial	ADJ
ihlr-22370	857	19	conflicts	conflict	NOUN
ihlr-22370	857	20	.	.	PUNCT
ihlr-22370	858	1	perhaps	perhaps	ADV
ihlr-22370	858	2	most	most	ADV
ihlr-22370	858	3	vexing	vexing	ADJ
ihlr-22370	858	4	,	,	PUNCT
ihlr-22370	858	5	comparative	comparative	ADJ
ihlr-22370	858	6	effectiveness	effectiveness	NOUN
ihlr-22370	858	7	data	datum	NOUN
ihlr-22370	858	8	about	about	ADP
ihlr-22370	858	9	the	the	DET
ihlr-22370	858	10	possible	possible	ADJ
ihlr-22370	858	11	regulatory	regulatory	ADJ
ihlr-22370	858	12	responses	response	NOUN
ihlr-22370	858	13	is	be	AUX
ihlr-22370	858	14	sorely	sorely	ADV
ihlr-22370	858	15	lacking	lacking	ADJ
ihlr-22370	858	16	.	.	PUNCT
ihlr-22370	859	1	even	even	ADV
ihlr-22370	859	2	if	if	SCONJ
ihlr-22370	859	3	interested	interested	ADJ
ihlr-22370	859	4	in	in	ADP
ihlr-22370	859	5	moving	move	VERB
ihlr-22370	859	6	beyond	beyond	ADP
ihlr-22370	859	7	transparency	transparency	NOUN
ihlr-22370	859	8	,	,	PUNCT
ihlr-22370	859	9	policymakers	policymaker	NOUN
ihlr-22370	859	10	lack	lack	VERB
ihlr-22370	859	11	a	a	DET
ihlr-22370	859	12	foundation	foundation	NOUN
ihlr-22370	859	13	to	to	PART
ihlr-22370	859	14	understand	understand	VERB
ihlr-22370	859	15	how	how	SCONJ
ihlr-22370	859	16	to	to	PART
ihlr-22370	859	17	choose	choose	VERB
ihlr-22370	859	18	between	between	ADP
ihlr-22370	859	19	the	the	DET
ihlr-22370	859	20	regulatory	regulatory	ADJ
ihlr-22370	859	21	alternatives	alternative	NOUN
ihlr-22370	859	22	,	,	PUNCT
ihlr-22370	859	23	as	as	SCONJ
ihlr-22370	859	24	some	some	PRON
ihlr-22370	859	25	may	may	AUX
ihlr-22370	859	26	be	be	AUX
ihlr-22370	859	27	more	more	ADV
ihlr-22370	859	28	effective	effective	ADJ
ihlr-22370	859	29	than	than	ADP
ihlr-22370	859	30	others	other	NOUN
ihlr-22370	859	31	in	in	ADP
ihlr-22370	859	32	differing	differ	VERB
ihlr-22370	859	33	contexts	contexts	NOUN
ihlr-22370	859	34	.	.	PUNCT
ihlr-22370	860	1	also	also	ADV
ihlr-22370	860	2	lacking	lack	VERB
ihlr-22370	860	3	is	be	AUX
ihlr-22370	860	4	comparative	comparative	ADJ
ihlr-22370	860	5	effectiveness	effectiveness	NOUN
ihlr-22370	860	6	data	datum	NOUN
ihlr-22370	860	7	on	on	ADP
ihlr-22370	860	8	whether	whether	SCONJ
ihlr-22370	860	9	transparency	transparency	NOUN
ihlr-22370	860	10	combined	combine	VERB
ihlr-22370	860	11	with	with	ADP
ihlr-22370	860	12	one	one	NUM
ihlr-22370	860	13	or	or	CCONJ
ihlr-22370	860	14	more	more	ADV
ihlr-22370	860	15	additional	additional	ADJ
ihlr-22370	860	16	regulatory	regulatory	ADJ
ihlr-22370	860	17	approaches	approach	NOUN
ihlr-22370	860	18	is	be	AUX
ihlr-22370	860	19	ultimately	ultimately	ADV
ihlr-22370	860	20	more	more	ADV
ihlr-22370	860	21	effective	effective	ADJ
ihlr-22370	860	22	than	than	ADP
ihlr-22370	860	23	one	one	NUM
ihlr-22370	860	24	of	of	ADP
ihlr-22370	860	25	the	the	DET
ihlr-22370	860	26	alternatives	alternative	NOUN
ihlr-22370	860	27	alone	alone	ADV
ihlr-22370	860	28	.	.	PUNCT
ihlr-22370	861	1	heavy	heavy	ADJ
ihlr-22370	861	2	reliance	reliance	NOUN
ihlr-22370	861	3	on	on	ADP
ihlr-22370	861	4	any	any	DET
ihlr-22370	861	5	one	one	NUM
ihlr-22370	861	6	regulatory	regulatory	ADJ
ihlr-22370	861	7	approach	approach	NOUN
ihlr-22370	861	8	is	be	AUX
ihlr-22370	861	9	unwise	unwise	ADJ
ihlr-22370	861	10	,	,	PUNCT
ihlr-22370	861	11	because	because	SCONJ
ihlr-22370	861	12	industry	industry	NOUN
ihlr-22370	861	13	-	-	PUNCT
ihlr-22370	861	14	medicine	medicine	NOUN
ihlr-22370	861	15	financial	financial	ADJ
ihlr-22370	861	16	relationships	relationship	NOUN
ihlr-22370	861	17	are	be	AUX
ihlr-22370	861	18	so	so	ADV
ihlr-22370	861	19	pervasive	pervasive	ADJ
ihlr-22370	861	20	,	,	PUNCT
ihlr-22370	861	21	varied	varied	ADJ
ihlr-22370	861	22	,	,	PUNCT
ihlr-22370	861	23	and	and	CCONJ
ihlr-22370	861	24	complex	complex	ADJ
ihlr-22370	861	25	.	.	PUNCT
ihlr-22370	862	1	each	each	DET
ihlr-22370	862	2	regulatory	regulatory	ADJ
ihlr-22370	862	3	alternative159	alternative159	PROPN
ihlr-22370	862	4	may	may	AUX
ihlr-22370	862	5	work	work	VERB
ihlr-22370	862	6	through	through	ADP
ihlr-22370	862	7	different	different	ADJ
ihlr-22370	862	8	channels	channel	NOUN
ihlr-22370	862	9	and	and	CCONJ
ihlr-22370	862	10	levers	lever	NOUN
ihlr-22370	862	11	,	,	PUNCT
ihlr-22370	862	12	with	with	ADP
ihlr-22370	862	13	particular	particular	ADJ
ihlr-22370	862	14	advantages	advantage	NOUN
ihlr-22370	862	15	that	that	PRON
ihlr-22370	862	16	can	can	AUX
ihlr-22370	862	17	be	be	AUX
ihlr-22370	862	18	combined	combine	VERB
ihlr-22370	862	19	to	to	PART
ihlr-22370	862	20	address	address	VERB
ihlr-22370	862	21	more	more	ADV
ihlr-22370	862	22	comprehensively	comprehensively	ADV
ihlr-22370	862	23	the	the	DET
ihlr-22370	862	24	underlying	underlie	VERB
ihlr-22370	862	25	risks	risk	NOUN
ihlr-22370	862	26	posed	pose	VERB
ihlr-22370	862	27	by	by	ADP
ihlr-22370	862	28	financial	financial	ADJ
ihlr-22370	862	29	conflicts	conflict	NOUN
ihlr-22370	862	30	.	.	PUNCT
ihlr-22370	863	1	however	however	ADV
ihlr-22370	863	2	,	,	PUNCT
ihlr-22370	863	3	finding	find	VERB
ihlr-22370	863	4	the	the	DET
ihlr-22370	863	5	right	right	ADJ
ihlr-22370	863	6	regulatory	regulatory	ADJ
ihlr-22370	863	7	mix	mix	NOUN
ihlr-22370	863	8	remains	remain	VERB
ihlr-22370	863	9	uncertain	uncertain	ADJ
ihlr-22370	863	10	.	.	PUNCT
ihlr-22370	864	1	in	in	ADP
ihlr-22370	864	2	optimally	optimally	ADV
ihlr-22370	864	3	choosing	choose	VERB
ihlr-22370	864	4	between	between	ADP
ihlr-22370	864	5	regulatory	regulatory	ADJ
ihlr-22370	864	6	alternatives	alternative	NOUN
ihlr-22370	864	7	,	,	PUNCT
ihlr-22370	864	8	it	it	PRON
ihlr-22370	864	9	also	also	ADV
ihlr-22370	864	10	remains	remain	VERB
ihlr-22370	864	11	important	important	ADJ
ihlr-22370	864	12	,	,	PUNCT
ihlr-22370	864	13	but	but	CCONJ
ihlr-22370	864	14	unfortunately	unfortunately	ADV
ihlr-22370	864	15	difficult	difficult	ADJ
ihlr-22370	864	16	,	,	PUNCT
ihlr-22370	864	17	to	to	PART
ihlr-22370	864	18	account	account	VERB
ihlr-22370	864	19	properly	properly	ADV
ihlr-22370	864	20	for	for	ADP
ihlr-22370	864	21	the	the	DET
ihlr-22370	864	22	costs	cost	NOUN
ihlr-22370	864	23	of	of	ADP
ihlr-22370	864	24	potential	potential	ADJ
ihlr-22370	864	25	over	over	ADP
ihlr-22370	864	26	-	-	PUNCT
ihlr-22370	864	27	deterrence	deterrence	NOUN
ihlr-22370	864	28	.	.	PUNCT
ihlr-22370	865	1	for	for	ADP
ihlr-22370	865	2	example	example	NOUN
ihlr-22370	865	3	,	,	PUNCT
ihlr-22370	865	4	transactional	transactional	ADJ
ihlr-22370	865	5	bans	ban	NOUN
ihlr-22370	865	6	limiting	limit	VERB
ihlr-22370	865	7	industrymedicine	industrymedicine	ADJ
ihlr-22370	865	8	financial	financial	ADJ
ihlr-22370	865	9	relationships	relationship	NOUN
ihlr-22370	865	10	of	of	ADP
ihlr-22370	865	11	certain	certain	ADJ
ihlr-22370	865	12	types	type	NOUN
ihlr-22370	865	13	or	or	CCONJ
ihlr-22370	865	14	amounts	amount	NOUN
ihlr-22370	865	15	,	,	PUNCT
ihlr-22370	865	16	or	or	CCONJ
ihlr-22370	865	17	barring	bar	VERB
ihlr-22370	865	18	physicians	physician	NOUN
ihlr-22370	865	19	with	with	ADP
ihlr-22370	865	20	financial	financial	ADJ
ihlr-22370	865	21	ties	tie	NOUN
ihlr-22370	865	22	from	from	ADP
ihlr-22370	865	23	rendering	render	VERB
ihlr-22370	865	24	certain	certain	ADJ
ihlr-22370	865	25	opinions	opinion	NOUN
ihlr-22370	865	26	and	and	CCONJ
ihlr-22370	865	27	services	service	NOUN
ihlr-22370	865	28	,	,	PUNCT
ihlr-22370	865	29	may	may	AUX
ihlr-22370	865	30	seem	seem	VERB
ihlr-22370	865	31	cleaner	clean	ADJ
ihlr-22370	865	32	and	and	CCONJ
ihlr-22370	865	33	more	more	ADV
ihlr-22370	865	34	direct	direct	ADJ
ihlr-22370	865	35	than	than	ADP
ihlr-22370	865	36	regulation	regulation	NOUN
ihlr-22370	865	37	through	through	ADP
ihlr-22370	865	38	transparency	transparency	NOUN
ihlr-22370	865	39	.	.	PUNCT
ihlr-22370	866	1	but	but	CCONJ
ihlr-22370	866	2	such	such	ADJ
ihlr-22370	866	3	aggressive	aggressive	ADJ
ihlr-22370	866	4	approaches	approach	NOUN
ihlr-22370	866	5	could	could	AUX
ihlr-22370	866	6	also	also	ADV
ihlr-22370	866	7	lead	lead	VERB
ihlr-22370	866	8	to	to	ADP
ihlr-22370	866	9	slower	slow	ADJ
ihlr-22370	866	10	development	development	NOUN
ihlr-22370	866	11	of	of	ADP
ihlr-22370	866	12	important	important	ADJ
ihlr-22370	866	13	therapies	therapy	NOUN
ihlr-22370	866	14	and	and	CCONJ
ihlr-22370	866	15	the	the	DET
ihlr-22370	866	16	lack	lack	NOUN
ihlr-22370	866	17	of	of	ADP
ihlr-22370	866	18	needed	needed	ADJ
ihlr-22370	866	19	expertise	expertise	NOUN
ihlr-22370	866	20	in	in	ADP
ihlr-22370	866	21	development	development	NOUN
ihlr-22370	866	22	of	of	ADP
ihlr-22370	866	23	clinical	clinical	ADJ
ihlr-22370	866	24	practice	practice	NOUN
ihlr-22370	866	25	guidelines	guideline	NOUN
ihlr-22370	866	26	or	or	CCONJ
ihlr-22370	866	27	even	even	ADV
ihlr-22370	866	28	publication	publication	NOUN
ihlr-22370	866	29	of	of	ADP
ihlr-22370	866	30	important	important	ADJ
ihlr-22370	866	31	study	study	NOUN
ihlr-22370	866	32	results	result	NOUN
ihlr-22370	866	33	.	.	PUNCT
ihlr-22370	867	1	these	these	DET
ihlr-22370	867	2	lost	lose	VERB
ihlr-22370	867	3	benefits	benefit	NOUN
ihlr-22370	867	4	often	often	ADV
ihlr-22370	867	5	are	be	AUX
ihlr-22370	867	6	less	less	ADV
ihlr-22370	867	7	visible	visible	ADJ
ihlr-22370	867	8	and	and	CCONJ
ihlr-22370	867	9	salient	salient	NOUN
ihlr-22370	867	10	than	than	ADP
ihlr-22370	867	11	the	the	DET
ihlr-22370	867	12	risks	risk	NOUN
ihlr-22370	867	13	of	of	ADP
ihlr-22370	867	14	potential	potential	ADJ
ihlr-22370	867	15	bias	bias	NOUN
ihlr-22370	867	16	arising	arise	VERB
ihlr-22370	867	17	from	from	ADP
ihlr-22370	867	18	financial	financial	ADJ
ihlr-22370	867	19	conflicts	conflict	NOUN
ihlr-22370	867	20	.	.	PUNCT
ihlr-22370	868	1	as	as	SCONJ
ihlr-22370	868	2	lisa	lisa	PROPN
ihlr-22370	868	3	rosenbaum	rosenbaum	PROPN
ihlr-22370	868	4	writes	write	VERB
ihlr-22370	868	5	in	in	ADP
ihlr-22370	868	6	the	the	DET
ihlr-22370	868	7	new	new	PROPN
ihlr-22370	868	8	england	england	PROPN
ihlr-22370	868	9	journal	journal	PROPN
ihlr-22370	868	10	of	of	ADP
ihlr-22370	868	11	medicine	medicine	NOUN
ihlr-22370	868	12	:	:	PUNCT
ihlr-22370	868	13	the	the	DET
ihlr-22370	868	14	invisibility	invisibility	NOUN
ihlr-22370	868	15	of	of	ADP
ihlr-22370	868	16	potential	potential	ADJ
ihlr-22370	868	17	benefits	benefit	NOUN
ihlr-22370	868	18	makes	make	VERB
ihlr-22370	868	19	rationally	rationally	ADV
ihlr-22370	868	20	weighing	weigh	VERB
ihlr-22370	868	21	the	the	DET
ihlr-22370	868	22	tradeoffs	tradeoff	NOUN
ihlr-22370	868	23	we	we	PRON
ihlr-22370	868	24	make	make	VERB
ihlr-22370	868	25	with	with	ADP
ihlr-22370	868	26	conflict	conflict	NOUN
ihlr-22370	868	27	of	of	ADP
ihlr-22370	868	28	interest	interest	NOUN
ihlr-22370	868	29	policies	policy	NOUN
ihlr-22370	868	30	even	even	ADV
ihlr-22370	868	31	harder	hard	ADV
ihlr-22370	868	32	.	.	PUNCT
ihlr-22370	869	1	when	when	SCONJ
ihlr-22370	869	2	we	we	PRON
ihlr-22370	869	3	miss	miss	VERB
ihlr-22370	869	4	an	an	DET
ihlr-22370	869	5	appendicitis	appendicitis	NOUN
ihlr-22370	869	6	diagnosis	diagnosis	NOUN
ihlr-22370	869	7	,	,	PUNCT
ihlr-22370	869	8	we	we	PRON
ihlr-22370	869	9	usually	usually	ADV
ihlr-22370	869	10	find	find	VERB
ihlr-22370	869	11	out	out	ADP
ihlr-22370	869	12	that	that	SCONJ
ihlr-22370	869	13	we	we	PRON
ihlr-22370	869	14	’ve	’ve	AUX
ihlr-22370	869	15	erred	err	VERB
ihlr-22370	869	16	.	.	PUNCT
ihlr-22370	870	1	when	when	SCONJ
ihlr-22370	870	2	we	we	PRON
ihlr-22370	870	3	prevent	prevent	VERB
ihlr-22370	870	4	the	the	DET
ihlr-22370	870	5	dissemination	dissemination	NOUN
ihlr-22370	870	6	of	of	ADP
ihlr-22370	870	7	expertise	expertise	NOUN
ihlr-22370	870	8	,	,	PUNCT
ihlr-22370	870	9	thwart	thwart	VERB
ihlr-22370	870	10	productive	productive	ADJ
ihlr-22370	870	11	collaborations	collaboration	NOUN
ihlr-22370	870	12	,	,	PUNCT
ihlr-22370	870	13	or	or	CCONJ
ihlr-22370	870	14	dissuade	dissuade	VERB
ihlr-22370	870	15	patients	patient	NOUN
ihlr-22370	870	16	from	from	ADP
ihlr-22370	870	17	taking	take	VERB
ihlr-22370	870	18	effective	effective	ADJ
ihlr-22370	870	19	drugs	drug	NOUN
ihlr-22370	870	20	,	,	PUNCT
ihlr-22370	870	21	we	we	PRON
ihlr-22370	870	22	get	get	VERB
ihlr-22370	870	23	no	no	DET
ihlr-22370	870	24	such	such	ADJ
ihlr-22370	870	25	feedback	feedback	NOUN
ihlr-22370	870	26	.	.	PUNCT
ihlr-22370	871	1	meanwhile	meanwhile	ADV
ihlr-22370	871	2	,	,	PUNCT
ihlr-22370	871	3	we	we	PRON
ihlr-22370	871	4	’re	’re	AUX
ihlr-22370	871	5	incessantly	incessantly	ADV
ihlr-22370	871	6	reminded	remind	VERB
ihlr-22370	871	7	of	of	ADP
ihlr-22370	871	8	the	the	DET
ihlr-22370	871	9	socalled	socalled	ADJ
ihlr-22370	871	10	risks	risk	NOUN
ihlr-22370	871	11	[	[	X
ihlr-22370	871	12	of	of	ADP
ihlr-22370	871	13	financial	financial	ADJ
ihlr-22370	871	14	conflicts	conflict	NOUN
ihlr-22370	871	15	]	]	PUNCT
ihlr-22370	871	16	.	.	PUNCT
ihlr-22370	871	17	.	.	PUNCT
ihlr-22370	872	1	.	.	PUNCT
ihlr-22370	873	1	.160	.160	NUM
ihlr-22370	873	2	thus	thus	ADV
ihlr-22370	873	3	,	,	PUNCT
ihlr-22370	873	4	choosing	choose	VERB
ihlr-22370	873	5	between	between	ADP
ihlr-22370	873	6	regulatory	regulatory	ADJ
ihlr-22370	873	7	options	option	NOUN
ihlr-22370	873	8	in	in	ADP
ihlr-22370	873	9	moving	move	VERB
ihlr-22370	873	10	beyond	beyond	ADP
ihlr-22370	873	11	transparency	transparency	NOUN
ihlr-22370	873	12	remains	remain	VERB
ihlr-22370	873	13	fraught	fraught	ADJ
ihlr-22370	873	14	with	with	ADP
ihlr-22370	873	15	uncertainty	uncertainty	NOUN
ihlr-22370	873	16	and	and	CCONJ
ihlr-22370	873	17	possible	possible	ADJ
ihlr-22370	873	18	counterproductive	counterproductive	ADJ
ihlr-22370	873	19	effects	effect	NOUN
ihlr-22370	873	20	.	.	PUNCT
ihlr-22370	874	1	c.	c.	NOUN
ihlr-22370	874	2	if	if	SCONJ
ihlr-22370	874	3	disclosure	disclosure	NOUN
ihlr-22370	874	4	,	,	PUNCT
ihlr-22370	874	5	how	how	SCONJ
ihlr-22370	874	6	to	to	PART
ihlr-22370	874	7	do	do	VERB
ihlr-22370	874	8	it	it	PRON
ihlr-22370	874	9	effectively	effectively	ADV
ihlr-22370	874	10	?	?	PUNCT
ihlr-22370	875	1	even	even	ADV
ihlr-22370	875	2	if	if	SCONJ
ihlr-22370	875	3	policymakers	policymaker	NOUN
ihlr-22370	875	4	continue	continue	VERB
ihlr-22370	875	5	to	to	PART
ihlr-22370	875	6	look	look	VERB
ihlr-22370	875	7	to	to	ADP
ihlr-22370	875	8	transparency	transparency	NOUN
ihlr-22370	875	9	as	as	ADP
ihlr-22370	875	10	an	an	PRON
ihlr-22370	875	11	important	important	ADJ
ihlr-22370	875	12	,	,	PUNCT
ihlr-22370	875	13	if	if	SCONJ
ihlr-22370	875	14	not	not	PART
ihlr-22370	875	15	by	by	ADP
ihlr-22370	875	16	itself	itself	PRON
ihlr-22370	875	17	sufficient	sufficient	ADJ
ihlr-22370	875	18	,	,	PUNCT
ihlr-22370	875	19	regulatory	regulatory	ADJ
ihlr-22370	875	20	tool	tool	NOUN
ihlr-22370	875	21	for	for	ADP
ihlr-22370	875	22	addressing	address	VERB
ihlr-22370	875	23	financial	financial	ADJ
ihlr-22370	875	24	conflicts	conflict	NOUN
ihlr-22370	875	25	,	,	PUNCT
ihlr-22370	875	26	much	much	ADJ
ihlr-22370	875	27	still	still	ADV
ihlr-22370	875	28	remains	remain	VERB
ihlr-22370	875	29	uncertain	uncertain	ADJ
ihlr-22370	875	30	about	about	ADP
ihlr-22370	875	31	the	the	DET
ihlr-22370	875	32	optimal	optimal	ADJ
ihlr-22370	875	33	way	way	NOUN
ihlr-22370	875	34	to	to	PART
ihlr-22370	875	35	go	go	VERB
ihlr-22370	875	36	about	about	ADP
ihlr-22370	875	37	disclosing	disclose	VERB
ihlr-22370	875	38	.	.	PUNCT
ihlr-22370	876	1	thorny	thorny	ADJ
ihlr-22370	876	2	logistical	logistical	ADJ
ihlr-22370	876	3	issues	issue	NOUN
ihlr-22370	876	4	and	and	CCONJ
ihlr-22370	876	5	many	many	ADJ
ihlr-22370	876	6	possible	possible	ADJ
ihlr-22370	876	7	pitfalls	pitfall	NOUN
ihlr-22370	876	8	arise	arise	VERB
ihlr-22370	876	9	in	in	ADP
ihlr-22370	876	10	deciding	decide	VERB
ihlr-22370	876	11	the	the	DET
ihlr-22370	876	12	process	process	NOUN
ihlr-22370	876	13	and	and	CCONJ
ihlr-22370	876	14	format	format	NOUN
ihlr-22370	876	15	for	for	ADP
ihlr-22370	876	16	159	159	NUM
ihlr-22370	876	17	.	.	PUNCT
ihlr-22370	877	1	stead	stead	ADJ
ihlr-22370	877	2	,	,	PUNCT
ihlr-22370	877	3	supra	supra	PROPN
ihlr-22370	877	4	note	note	NOUN
ihlr-22370	877	5	48	48	NUM
ihlr-22370	877	6	,	,	PUNCT
ihlr-22370	877	7	at	at	ADP
ihlr-22370	877	8	1765	1765	NUM
ihlr-22370	877	9	.	.	PUNCT
ihlr-22370	878	1	160	160	NUM
ihlr-22370	878	2	.	.	PUNCT
ihlr-22370	879	1	rosenbaum	rosenbaum	PROPN
ihlr-22370	879	2	,	,	PUNCT
ihlr-22370	879	3	supra	supra	PROPN
ihlr-22370	879	4	note	note	PROPN
ihlr-22370	879	5	157	157	NUM
ihlr-22370	879	6	,	,	PUNCT
ihlr-22370	879	7	at	at	ADP
ihlr-22370	879	8	2065	2065	NUM
ihlr-22370	879	9	.	.	PUNCT
ihlr-22370	880	1	2018	2018	NUM
ihlr-22370	880	2	]	]	PUNCT
ihlr-22370	880	3	financial	financial	ADJ
ihlr-22370	880	4	conflicts	conflict	NOUN
ihlr-22370	880	5	in	in	ADP
ihlr-22370	880	6	the	the	DET
ihlr-22370	880	7	new	new	ADJ
ihlr-22370	880	8	era	era	NOUN
ihlr-22370	880	9	of	of	ADP
ihlr-22370	880	10	sunshine	sunshine	NOUN
ihlr-22370	880	11	99	99	NUM
ihlr-22370	880	12	disclosing	disclose	VERB
ihlr-22370	880	13	information	information	NOUN
ihlr-22370	880	14	about	about	ADP
ihlr-22370	880	15	a	a	DET
ihlr-22370	880	16	topic	topic	NOUN
ihlr-22370	880	17	as	as	ADP
ihlr-22370	880	18	complex	complex	ADJ
ihlr-22370	880	19	and	and	CCONJ
ihlr-22370	880	20	multifaceted	multifaceted	ADJ
ihlr-22370	880	21	as	as	ADP
ihlr-22370	880	22	industrymedicine	industrymedicine	ADJ
ihlr-22370	880	23	financial	financial	ADJ
ihlr-22370	880	24	ties	tie	NOUN
ihlr-22370	880	25	.	.	PUNCT
ihlr-22370	881	1	primary	primary	ADJ
ihlr-22370	881	2	audiences	audience	NOUN
ihlr-22370	881	3	may	may	AUX
ihlr-22370	881	4	not	not	PART
ihlr-22370	881	5	know	know	VERB
ihlr-22370	881	6	what	what	PRON
ihlr-22370	881	7	to	to	PART
ihlr-22370	881	8	make	make	VERB
ihlr-22370	881	9	of	of	ADP
ihlr-22370	881	10	the	the	DET
ihlr-22370	881	11	disclosed	disclose	VERB
ihlr-22370	881	12	financial	financial	ADJ
ihlr-22370	881	13	conflict	conflict	NOUN
ihlr-22370	881	14	,	,	PUNCT
ihlr-22370	881	15	have	have	VERB
ihlr-22370	881	16	considerable	considerable	ADJ
ihlr-22370	881	17	uncertainty	uncertainty	NOUN
ihlr-22370	881	18	about	about	ADP
ihlr-22370	881	19	how	how	SCONJ
ihlr-22370	881	20	it	it	PRON
ihlr-22370	881	21	actually	actually	ADV
ihlr-22370	881	22	affects	affect	VERB
ihlr-22370	881	23	their	their	PRON
ihlr-22370	881	24	care	care	NOUN
ihlr-22370	881	25	,	,	PUNCT
ihlr-22370	881	26	become	become	VERB
ihlr-22370	881	27	overwhelmed	overwhelmed	ADJ
ihlr-22370	881	28	by	by	ADP
ihlr-22370	881	29	too	too	ADV
ihlr-22370	881	30	much	much	ADJ
ihlr-22370	881	31	disclosure	disclosure	NOUN
ihlr-22370	881	32	,	,	PUNCT
ihlr-22370	881	33	or	or	CCONJ
ihlr-22370	881	34	simply	simply	ADV
ihlr-22370	881	35	ignore	ignore	VERB
ihlr-22370	881	36	the	the	DET
ihlr-22370	881	37	information	information	NOUN
ihlr-22370	881	38	.	.	PUNCT
ihlr-22370	882	1	unfortunately	unfortunately	ADV
ihlr-22370	882	2	,	,	PUNCT
ihlr-22370	882	3	there	there	PRON
ihlr-22370	882	4	have	have	AUX
ihlr-22370	882	5	been	be	AUX
ihlr-22370	882	6	few	few	ADJ
ihlr-22370	882	7	studies	study	NOUN
ihlr-22370	882	8	of	of	ADP
ihlr-22370	882	9	the	the	DET
ihlr-22370	882	10	relative161	relative161	ADJ
ihlr-22370	882	11	effectiveness	effectiveness	NOUN
ihlr-22370	882	12	of	of	ADP
ihlr-22370	882	13	different	different	ADJ
ihlr-22370	882	14	ways	way	NOUN
ihlr-22370	882	15	to	to	PART
ihlr-22370	882	16	disclose	disclose	VERB
ihlr-22370	882	17	financial	financial	ADJ
ihlr-22370	882	18	conflicts	conflict	NOUN
ihlr-22370	882	19	.	.	PUNCT
ihlr-22370	883	1	indeed	indeed	ADV
ihlr-22370	883	2	,	,	PUNCT
ihlr-22370	883	3	“	"	PUNCT
ihlr-22370	883	4	given	give	VERB
ihlr-22370	883	5	the	the	DET
ihlr-22370	883	6	importance	importance	NOUN
ihlr-22370	883	7	of	of	ADP
ihlr-22370	883	8	this	this	DET
ihlr-22370	883	9	issue	issue	NOUN
ihlr-22370	883	10	for	for	ADP
ihlr-22370	883	11	u.s	u.s	PROPN
ihlr-22370	883	12	.	.	PROPN
ihlr-22370	883	13	health	health	NOUN
ihlr-22370	883	14	care	care	NOUN
ihlr-22370	883	15	,	,	PUNCT
ihlr-22370	883	16	it	it	PRON
ihlr-22370	883	17	is	be	AUX
ihlr-22370	883	18	striking	strike	VERB
ihlr-22370	883	19	how	how	SCONJ
ihlr-22370	883	20	little	little	ADJ
ihlr-22370	883	21	evidence	evidence	NOUN
ihlr-22370	883	22	exists	exist	VERB
ihlr-22370	883	23	to	to	PART
ihlr-22370	883	24	guide	guide	VERB
ihlr-22370	883	25	policies	policy	NOUN
ihlr-22370	883	26	or	or	CCONJ
ihlr-22370	883	27	interventions	intervention	NOUN
ihlr-22370	883	28	.	.	PUNCT
ihlr-22370	883	29	”	"	PUNCT
ihlr-22370	884	1	162	162	NUM
ihlr-22370	884	2	as	as	SCONJ
ihlr-22370	884	3	previously	previously	ADV
ihlr-22370	884	4	discussed	discuss	VERB
ihlr-22370	884	5	,	,	PUNCT
ihlr-22370	884	6	the	the	DET
ihlr-22370	884	7	open	open	ADJ
ihlr-22370	884	8	payments	payment	NOUN
ihlr-22370	884	9	database	database	NOUN
ihlr-22370	884	10	has	have	VERB
ihlr-22370	884	11	clear	clear	ADJ
ihlr-22370	884	12	limitations	limitation	NOUN
ihlr-22370	884	13	,	,	PUNCT
ihlr-22370	884	14	notably	notably	ADV
ihlr-22370	884	15	the	the	DET
ihlr-22370	884	16	lack	lack	NOUN
ihlr-22370	884	17	of	of	ADP
ihlr-22370	884	18	important	important	ADJ
ihlr-22370	884	19	comparative	comparative	ADJ
ihlr-22370	884	20	and	and	CCONJ
ihlr-22370	884	21	contextual	contextual	ADJ
ihlr-22370	884	22	information	information	NOUN
ihlr-22370	884	23	.	.	PUNCT
ihlr-22370	885	1	however	however	ADV
ihlr-22370	885	2	,	,	PUNCT
ihlr-22370	885	3	adding	add	VERB
ihlr-22370	885	4	detailed	detailed	ADJ
ihlr-22370	885	5	comparative	comparative	ADJ
ihlr-22370	885	6	and	and	CCONJ
ihlr-22370	885	7	contextual	contextual	ADJ
ihlr-22370	885	8	information	information	NOUN
ihlr-22370	885	9	threatens	threaten	VERB
ihlr-22370	885	10	to	to	PART
ihlr-22370	885	11	burden	burden	VERB
ihlr-22370	885	12	and	and	CCONJ
ihlr-22370	885	13	confuse	confuse	VERB
ihlr-22370	885	14	end	end	NOUN
ihlr-22370	885	15	users	user	NOUN
ihlr-22370	885	16	with	with	ADP
ihlr-22370	885	17	too	too	ADV
ihlr-22370	885	18	much	much	ADJ
ihlr-22370	885	19	complexity	complexity	NOUN
ihlr-22370	885	20	.	.	PUNCT
ihlr-22370	886	1	a	a	DET
ihlr-22370	886	2	significant	significant	ADJ
ihlr-22370	886	3	unknown	unknown	NOUN
ihlr-22370	886	4	,	,	PUNCT
ihlr-22370	886	5	and	and	CCONJ
ihlr-22370	886	6	where	where	SCONJ
ihlr-22370	886	7	more	more	ADJ
ihlr-22370	886	8	research	research	NOUN
ihlr-22370	886	9	is	be	AUX
ihlr-22370	886	10	sorely	sorely	ADV
ihlr-22370	886	11	needed	need	VERB
ihlr-22370	886	12	,	,	PUNCT
ihlr-22370	886	13	is	be	AUX
ihlr-22370	886	14	determining	determine	VERB
ihlr-22370	886	15	the	the	DET
ihlr-22370	886	16	hard	hard	ADJ
ihlr-22370	886	17	to	to	PART
ihlr-22370	886	18	find	find	VERB
ihlr-22370	886	19	sweet	sweet	ADJ
ihlr-22370	886	20	spot	spot	NOUN
ihlr-22370	886	21	between	between	ADP
ihlr-22370	886	22	financial	financial	ADJ
ihlr-22370	886	23	conflicts	conflict	NOUN
ihlr-22370	886	24	disclosure	disclosure	NOUN
ihlr-22370	886	25	that	that	PRON
ihlr-22370	886	26	is	be	AUX
ihlr-22370	886	27	engaging	engaging	ADJ
ihlr-22370	886	28	,	,	PUNCT
ihlr-22370	886	29	accessible	accessible	ADJ
ihlr-22370	886	30	,	,	PUNCT
ihlr-22370	886	31	and	and	CCONJ
ihlr-22370	886	32	understandable	understandable	ADJ
ihlr-22370	886	33	but	but	CCONJ
ihlr-22370	886	34	also	also	ADV
ihlr-22370	886	35	accurate	accurate	ADJ
ihlr-22370	886	36	and	and	CCONJ
ihlr-22370	886	37	sufficiently	sufficiently	ADV
ihlr-22370	886	38	detailed	detailed	ADJ
ihlr-22370	886	39	.	.	PUNCT
ihlr-22370	887	1	moreover	moreover	ADV
ihlr-22370	887	2	,	,	PUNCT
ihlr-22370	887	3	the	the	DET
ihlr-22370	887	4	optimal	optimal	ADJ
ihlr-22370	887	5	disclosure	disclosure	NOUN
ihlr-22370	887	6	method	method	NOUN
ihlr-22370	887	7	and	and	CCONJ
ihlr-22370	887	8	parties	party	NOUN
ihlr-22370	887	9	that	that	PRON
ihlr-22370	887	10	should	should	AUX
ihlr-22370	887	11	be	be	AUX
ihlr-22370	887	12	involved	involve	VERB
ihlr-22370	887	13	also	also	ADV
ihlr-22370	887	14	remain	remain	VERB
ihlr-22370	887	15	unclear	unclear	ADJ
ihlr-22370	887	16	.	.	PUNCT
ihlr-22370	888	1	is	be	AUX
ihlr-22370	888	2	transparency	transparency	NOUN
ihlr-22370	888	3	best	well	ADV
ihlr-22370	888	4	done	do	VERB
ihlr-22370	888	5	through	through	ADP
ihlr-22370	888	6	a	a	DET
ihlr-22370	888	7	publicly	publicly	ADV
ihlr-22370	888	8	accessible	accessible	ADJ
ihlr-22370	888	9	,	,	PUNCT
ihlr-22370	888	10	searchable	searchable	ADJ
ihlr-22370	888	11	database	database	NOUN
ihlr-22370	888	12	,	,	PUNCT
ihlr-22370	888	13	such	such	ADJ
ihlr-22370	888	14	as	as	ADP
ihlr-22370	888	15	the	the	DET
ihlr-22370	888	16	open	open	ADJ
ihlr-22370	888	17	payments	payment	NOUN
ihlr-22370	888	18	database	database	NOUN
ihlr-22370	888	19	?	?	PUNCT
ihlr-22370	889	1	or	or	CCONJ
ihlr-22370	889	2	by	by	ADP
ihlr-22370	889	3	requiring	require	VERB
ihlr-22370	889	4	providers	provider	NOUN
ihlr-22370	889	5	to	to	PART
ihlr-22370	889	6	make	make	VERB
ihlr-22370	889	7	their	their	PRON
ihlr-22370	889	8	conflicts	conflict	NOUN
ihlr-22370	889	9	disclosures	disclosure	NOUN
ihlr-22370	889	10	directly	directly	ADV
ihlr-22370	889	11	to	to	ADP
ihlr-22370	889	12	patient	patient	NOUN
ihlr-22370	889	13	,	,	PUNCT
ihlr-22370	889	14	payers	payer	NOUN
ihlr-22370	889	15	,	,	PUNCT
ihlr-22370	889	16	and	and	CCONJ
ihlr-22370	889	17	other	other	ADJ
ihlr-22370	889	18	stakeholders	stakeholder	NOUN
ihlr-22370	889	19	?	?	PUNCT
ihlr-22370	890	1	as	as	SCONJ
ihlr-22370	890	2	previously	previously	ADV
ihlr-22370	890	3	noted	note	VERB
ihlr-22370	890	4	,	,	PUNCT
ihlr-22370	890	5	the	the	DET
ihlr-22370	890	6	open	open	ADJ
ihlr-22370	890	7	payments	payment	NOUN
ihlr-22370	890	8	database	database	NOUN
ihlr-22370	890	9	may	may	AUX
ihlr-22370	890	10	not	not	PART
ihlr-22370	890	11	match	match	VERB
ihlr-22370	890	12	patient	patient	ADJ
ihlr-22370	890	13	preferences	preference	NOUN
ihlr-22370	890	14	for	for	ADP
ihlr-22370	890	15	how	how	SCONJ
ihlr-22370	890	16	to	to	PART
ihlr-22370	890	17	learn	learn	VERB
ihlr-22370	890	18	about	about	ADP
ihlr-22370	890	19	financial	financial	ADJ
ihlr-22370	890	20	conflicts	conflict	NOUN
ihlr-22370	890	21	.	.	PUNCT
ihlr-22370	891	1	focus	focus	PROPN
ihlr-22370	891	2	group	group	PROPN
ihlr-22370	891	3	research	research	NOUN
ihlr-22370	891	4	suggest	suggest	VERB
ihlr-22370	891	5	patients	patient	NOUN
ihlr-22370	891	6	prefer	prefer	VERB
ihlr-22370	891	7	a	a	DET
ihlr-22370	891	8	live	live	ADJ
ihlr-22370	891	9	discussion	discussion	NOUN
ihlr-22370	891	10	of	of	ADP
ihlr-22370	891	11	the	the	DET
ihlr-22370	891	12	conflict	conflict	NOUN
ihlr-22370	891	13	with	with	ADP
ihlr-22370	891	14	their	their	PRON
ihlr-22370	891	15	physicians	physician	NOUN
ihlr-22370	891	16	during	during	ADP
ihlr-22370	891	17	an	an	DET
ihlr-22370	891	18	office	office	NOUN
ihlr-22370	891	19	visit	visit	NOUN
ihlr-22370	891	20	oriented	orient	VERB
ihlr-22370	891	21	around	around	ADP
ihlr-22370	891	22	the	the	DET
ihlr-22370	891	23	treatment	treatment	NOUN
ihlr-22370	891	24	for	for	ADP
ihlr-22370	891	25	which	which	PRON
ihlr-22370	891	26	the	the	DET
ihlr-22370	891	27	financial	financial	ADJ
ihlr-22370	891	28	relationship	relationship	NOUN
ihlr-22370	891	29	is	be	AUX
ihlr-22370	891	30	relevant	relevant	ADJ
ihlr-22370	891	31	.	.	PUNCT
ihlr-22370	892	1	direct	direct	ADJ
ihlr-22370	892	2	disclosure	disclosure	NOUN
ihlr-22370	892	3	of	of	ADP
ihlr-22370	892	4	this	this	DET
ihlr-22370	892	5	type	type	NOUN
ihlr-22370	892	6	may	may	AUX
ihlr-22370	892	7	be163	be163	VERB
ihlr-22370	892	8	preferable	preferable	ADJ
ihlr-22370	892	9	because	because	SCONJ
ihlr-22370	892	10	it	it	PRON
ihlr-22370	892	11	best	well	ADV
ihlr-22370	892	12	facilitates	facilitate	VERB
ihlr-22370	892	13	a	a	DET
ihlr-22370	892	14	dialogue	dialogue	NOUN
ihlr-22370	892	15	,	,	PUNCT
ihlr-22370	892	16	immediately	immediately	ADV
ihlr-22370	892	17	responsive	responsive	ADJ
ihlr-22370	892	18	to	to	ADP
ihlr-22370	892	19	the	the	DET
ihlr-22370	892	20	disclosure	disclosure	NOUN
ihlr-22370	892	21	,	,	PUNCT
ihlr-22370	892	22	between	between	ADP
ihlr-22370	892	23	the	the	DET
ihlr-22370	892	24	patient	patient	NOUN
ihlr-22370	892	25	and	and	CCONJ
ihlr-22370	892	26	the	the	DET
ihlr-22370	892	27	provider	provider	NOUN
ihlr-22370	892	28	about	about	ADP
ihlr-22370	892	29	the	the	DET
ihlr-22370	892	30	financial	financial	ADJ
ihlr-22370	892	31	conflict	conflict	NOUN
ihlr-22370	892	32	where	where	SCONJ
ihlr-22370	892	33	the	the	DET
ihlr-22370	892	34	patient	patient	NOUN
ihlr-22370	892	35	can	can	AUX
ihlr-22370	892	36	ascertain	ascertain	VERB
ihlr-22370	892	37	more	more	ADV
ihlr-22370	892	38	personally	personally	ADV
ihlr-22370	892	39	relevant	relevant	ADJ
ihlr-22370	892	40	information	information	NOUN
ihlr-22370	892	41	about	about	ADP
ihlr-22370	892	42	the	the	DET
ihlr-22370	892	43	conflict	conflict	NOUN
ihlr-22370	892	44	’s	’s	PART
ihlr-22370	892	45	possible	possible	ADJ
ihlr-22370	892	46	implications	implication	NOUN
ihlr-22370	892	47	.	.	PUNCT
ihlr-22370	893	1	also	also	ADV
ihlr-22370	893	2	,	,	PUNCT
ihlr-22370	893	3	having	have	VERB
ihlr-22370	893	4	physicians	physician	NOUN
ihlr-22370	893	5	more	more	ADV
ihlr-22370	893	6	actively	actively	ADV
ihlr-22370	893	7	involved	involve	VERB
ihlr-22370	893	8	in164	in164	NOUN
ihlr-22370	893	9	initiating	initiate	VERB
ihlr-22370	893	10	financial	financial	ADJ
ihlr-22370	893	11	conflict	conflict	NOUN
ihlr-22370	893	12	disclosure	disclosure	NOUN
ihlr-22370	893	13	makes	make	VERB
ihlr-22370	893	14	the	the	DET
ihlr-22370	893	15	process	process	NOUN
ihlr-22370	893	16	more	more	ADV
ihlr-22370	893	17	automatic	automatic	ADJ
ihlr-22370	893	18	,	,	PUNCT
ihlr-22370	893	19	with	with	ADP
ihlr-22370	893	20	patients	patient	NOUN
ihlr-22370	893	21	as	as	ADP
ihlr-22370	893	22	regular	regular	ADJ
ihlr-22370	893	23	recipients	recipient	NOUN
ihlr-22370	893	24	of	of	ADP
ihlr-22370	893	25	the	the	DET
ihlr-22370	893	26	information	information	NOUN
ihlr-22370	893	27	even	even	ADV
ihlr-22370	893	28	when	when	SCONJ
ihlr-22370	893	29	they	they	PRON
ihlr-22370	893	30	do	do	AUX
ihlr-22370	893	31	not	not	PART
ihlr-22370	893	32	ask	ask	VERB
ihlr-22370	893	33	about	about	ADP
ihlr-22370	893	34	it	it	PRON
ihlr-22370	893	35	.	.	PUNCT
ihlr-22370	894	1	would	would	AUX
ihlr-22370	894	2	requiring	require	VERB
ihlr-22370	894	3	that	that	SCONJ
ihlr-22370	894	4	providers	provider	NOUN
ihlr-22370	894	5	directly	directly	ADV
ihlr-22370	894	6	disclose	disclose	VERB
ihlr-22370	894	7	their	their	PRON
ihlr-22370	894	8	conflicts	conflict	NOUN
ihlr-22370	894	9	to	to	ADP
ihlr-22370	894	10	patients	patient	NOUN
ihlr-22370	894	11	therefore	therefore	ADV
ihlr-22370	894	12	be	be	AUX
ihlr-22370	894	13	better	well	ADJ
ihlr-22370	894	14	?	?	PUNCT
ihlr-22370	895	1	not	not	PART
ihlr-22370	895	2	necessarily	necessarily	ADV
ihlr-22370	895	3	.	.	PUNCT
ihlr-22370	896	1	removing	remove	VERB
ihlr-22370	896	2	physicians	physician	NOUN
ihlr-22370	896	3	directly	directly	ADV
ihlr-22370	896	4	from	from	ADP
ihlr-22370	896	5	the	the	DET
ihlr-22370	896	6	disclosure	disclosure	NOUN
ihlr-22370	896	7	process	process	NOUN
ihlr-22370	896	8	,	,	PUNCT
ihlr-22370	896	9	as	as	SCONJ
ihlr-22370	896	10	the	the	DET
ihlr-22370	896	11	sunshine	sunshine	PROPN
ihlr-22370	896	12	act	act	PROPN
ihlr-22370	896	13	does	do	VERB
ihlr-22370	896	14	,	,	PUNCT
ihlr-22370	896	15	helps	help	VERB
ihlr-22370	896	16	minimize	minimize	VERB
ihlr-22370	896	17	concerns	concern	NOUN
ihlr-22370	896	18	suggested	suggest	VERB
ihlr-22370	896	19	by	by	ADP
ihlr-22370	896	20	behavioral	behavioral	ADJ
ihlr-22370	896	21	research	research	NOUN
ihlr-22370	896	22	that	that	SCONJ
ihlr-22370	896	23	the	the	DET
ihlr-22370	896	24	act	act	NOUN
ihlr-22370	896	25	of	of	ADP
ihlr-22370	896	26	disclosing	disclosing	NOUN
ihlr-22370	896	27	can	can	AUX
ihlr-22370	896	28	lead	lead	VERB
ihlr-22370	896	29	advisors	advisor	NOUN
ihlr-22370	896	30	like	like	ADP
ihlr-22370	896	31	physicians	physician	NOUN
ihlr-22370	896	32	to	to	PART
ihlr-22370	896	33	give	give	VERB
ihlr-22370	896	34	more	more	ADV
ihlr-22370	896	35	biased	biased	ADJ
ihlr-22370	896	36	advice	advice	NOUN
ihlr-22370	896	37	.	.	PUNCT
ihlr-22370	897	1	also	also	ADV
ihlr-22370	897	2	,	,	PUNCT
ihlr-22370	897	3	physicians	physician	NOUN
ihlr-22370	897	4	are	be	AUX
ihlr-22370	897	5	unlikely	unlikely	ADJ
ihlr-22370	897	6	to	to	PART
ihlr-22370	897	7	have	have	VERB
ihlr-22370	897	8	as	as	ADP
ihlr-22370	897	9	accurate165	accurate165	PROPN
ihlr-22370	897	10	information	information	NOUN
ihlr-22370	897	11	about	about	ADP
ihlr-22370	897	12	their	their	PRON
ihlr-22370	897	13	financial	financial	ADJ
ihlr-22370	897	14	ties	tie	NOUN
ihlr-22370	897	15	as	as	ADP
ihlr-22370	897	16	the	the	DET
ihlr-22370	897	17	manufacturers	manufacturer	NOUN
ihlr-22370	897	18	.	.	PUNCT
ihlr-22370	898	1	many	many	ADJ
ihlr-22370	898	2	physicians	physician	NOUN
ihlr-22370	898	3	typically	typically	ADV
ihlr-22370	898	4	have	have	VERB
ihlr-22370	898	5	a	a	DET
ihlr-22370	898	6	wide	wide	ADJ
ihlr-22370	898	7	variety	variety	NOUN
ihlr-22370	898	8	of	of	ADP
ihlr-22370	898	9	financial	financial	ADJ
ihlr-22370	898	10	relationships	relationship	NOUN
ihlr-22370	898	11	that	that	PRON
ihlr-22370	898	12	arise	arise	VERB
ihlr-22370	898	13	with	with	ADP
ihlr-22370	898	14	multiple	multiple	ADJ
ihlr-22370	898	15	161	161	NUM
ihlr-22370	898	16	.	.	PUNCT
ihlr-22370	899	1	katrina	katrina	PROPN
ihlr-22370	899	2	armstrong	armstrong	PROPN
ihlr-22370	899	3	et	et	PROPN
ihlr-22370	899	4	al	al	PROPN
ihlr-22370	899	5	.	.	PROPN
ihlr-22370	899	6	,	,	PUNCT
ihlr-22370	899	7	challenges	challenge	NOUN
ihlr-22370	899	8	and	and	CCONJ
ihlr-22370	899	9	opportunities	opportunity	NOUN
ihlr-22370	899	10	in	in	ADP
ihlr-22370	899	11	disclosing	disclose	VERB
ihlr-22370	899	12	financial	financial	ADJ
ihlr-22370	899	13	ties	tie	NOUN
ihlr-22370	899	14	to	to	ADP
ihlr-22370	899	15	patients	patient	NOUN
ihlr-22370	899	16	,	,	PUNCT
ihlr-22370	899	17	317	317	NUM
ihlr-22370	899	18	jama	jama	NOUN
ihlr-22370	899	19	1743	1743	NUM
ihlr-22370	899	20	,	,	PUNCT
ihlr-22370	899	21	1743–44	1743–44	NUM
ihlr-22370	899	22	(	(	PUNCT
ihlr-22370	899	23	2017	2017	NUM
ihlr-22370	899	24	)	)	PUNCT
ihlr-22370	899	25	.	.	PUNCT
ihlr-22370	900	1	ian	ian	PROPN
ihlr-22370	900	2	larkin	larkin	PROPN
ihlr-22370	900	3	&	&	CCONJ
ihlr-22370	900	4	george	george	PROPN
ihlr-22370	900	5	loewenstein	loewenstein	PROPN
ihlr-22370	900	6	,	,	PUNCT
ihlr-22370	900	7	business	business	NOUN
ihlr-22370	900	8	modelrelated	modelrelate	VERB
ihlr-22370	900	9	conflicts	conflict	NOUN
ihlr-22370	900	10	of	of	ADP
ihlr-22370	900	11	interest	interest	NOUN
ihlr-22370	900	12	in	in	ADP
ihlr-22370	900	13	medicine	medicine	NOUN
ihlr-22370	900	14	,	,	PUNCT
ihlr-22370	900	15	317	317	NUM
ihlr-22370	900	16	jama	jama	NOUN
ihlr-22370	900	17	1745	1745	NUM
ihlr-22370	900	18	,	,	PUNCT
ihlr-22370	900	19	1746	1746	NUM
ihlr-22370	900	20	(	(	PUNCT
ihlr-22370	900	21	2017	2017	NUM
ihlr-22370	900	22	)	)	PUNCT
ihlr-22370	900	23	.	.	PUNCT
ihlr-22370	901	1	162	162	NUM
ihlr-22370	901	2	.	.	PUNCT
ihlr-22370	902	1	armstrong	armstrong	PROPN
ihlr-22370	902	2	,	,	PUNCT
ihlr-22370	902	3	supra	supra	PROPN
ihlr-22370	902	4	note	note	PROPN
ihlr-22370	902	5	161	161	NUM
ihlr-22370	902	6	,	,	PUNCT
ihlr-22370	902	7	at	at	ADP
ihlr-22370	902	8	1744	1744	NUM
ihlr-22370	902	9	163	163	NUM
ihlr-22370	902	10	.	.	PUNCT
ihlr-22370	903	1	oaks	oaks	PROPN
ihlr-22370	903	2	,	,	PUNCT
ihlr-22370	903	3	supra	supra	PROPN
ihlr-22370	903	4	note	note	PROPN
ihlr-22370	903	5	66	66	NUM
ihlr-22370	903	6	,	,	PUNCT
ihlr-22370	903	7	at	at	ADP
ihlr-22370	903	8	40–41	40–41	NUM
ihlr-22370	903	9	164	164	NUM
ihlr-22370	903	10	.	.	PUNCT
ihlr-22370	904	1	armstrong	armstrong	PROPN
ihlr-22370	904	2	,	,	PUNCT
ihlr-22370	904	3	supra	supra	PROPN
ihlr-22370	904	4	note	note	PROPN
ihlr-22370	904	5	161	161	NUM
ihlr-22370	904	6	,	,	PUNCT
ihlr-22370	904	7	at	at	ADP
ihlr-22370	904	8	1744	1744	NUM
ihlr-22370	904	9	.	.	PUNCT
ihlr-22370	905	1	165	165	NUM
ihlr-22370	905	2	.	.	PUNCT
ihlr-22370	906	1	see	see	VERB
ihlr-22370	906	2	supra	supra	PROPN
ihlr-22370	906	3	notes	note	VERB
ihlr-22370	906	4	83	83	NUM
ihlr-22370	906	5	to	to	ADP
ihlr-22370	906	6	84	84	NUM
ihlr-22370	906	7	and	and	CCONJ
ihlr-22370	906	8	accompanying	accompany	VERB
ihlr-22370	906	9	text	text	NOUN
ihlr-22370	906	10	.	.	PUNCT
ihlr-22370	907	1	https://doi.org/10.1001/jama.2017.2656	https://doi.org/10.1001/jama.2017.2656	PROPN
ihlr-22370	908	1	https://doi.org/10.1001/jama.2017.2275	https://doi.org/10.1001/jama.2017.2275	PROPN
ihlr-22370	908	2	100	100	NUM
ihlr-22370	908	3	indiana	indiana	PROPN
ihlr-22370	908	4	health	health	PROPN
ihlr-22370	908	5	law	law	PROPN
ihlr-22370	908	6	review	review	NOUN
ihlr-22370	909	1	[	[	X
ihlr-22370	909	2	vol	vol	NOUN
ihlr-22370	909	3	.	.	PUNCT
ihlr-22370	910	1	15:67	15:67	NUM
ihlr-22370	910	2	drug	drug	NOUN
ihlr-22370	910	3	and	and	CCONJ
ihlr-22370	910	4	device	device	NOUN
ihlr-22370	910	5	firms	firm	NOUN
ihlr-22370	910	6	in	in	ADP
ihlr-22370	910	7	everyday	everyday	ADJ
ihlr-22370	910	8	medical	medical	ADJ
ihlr-22370	910	9	practice	practice	NOUN
ihlr-22370	910	10	,	,	PUNCT
ihlr-22370	910	11	including	include	VERB
ihlr-22370	910	12	receipt	receipt	NOUN
ihlr-22370	910	13	of	of	ADP
ihlr-22370	910	14	small	small	ADJ
ihlr-22370	910	15	items	item	NOUN
ihlr-22370	910	16	such	such	ADJ
ihlr-22370	910	17	as	as	ADP
ihlr-22370	910	18	food	food	NOUN
ihlr-22370	910	19	,	,	PUNCT
ihlr-22370	910	20	making	make	VERB
ihlr-22370	910	21	it	it	PRON
ihlr-22370	910	22	difficult	difficult	ADJ
ihlr-22370	910	23	to	to	PART
ihlr-22370	910	24	keep	keep	VERB
ihlr-22370	910	25	track	track	NOUN
ihlr-22370	910	26	of	of	ADP
ihlr-22370	910	27	all	all	DET
ihlr-22370	910	28	the	the	DET
ihlr-22370	910	29	transactions	transaction	NOUN
ihlr-22370	910	30	.	.	PUNCT
ihlr-22370	911	1	further	far	ADV
ihlr-22370	911	2	,	,	PUNCT
ihlr-22370	911	3	removing	remove	VERB
ihlr-22370	911	4	physicians	physician	NOUN
ihlr-22370	911	5	from	from	ADP
ihlr-22370	911	6	having	have	VERB
ihlr-22370	911	7	to	to	PART
ihlr-22370	911	8	make	make	VERB
ihlr-22370	911	9	the	the	DET
ihlr-22370	911	10	direct	direct	ADJ
ihlr-22370	911	11	disclosures	disclosure	NOUN
ihlr-22370	911	12	also	also	ADV
ihlr-22370	911	13	eases	ease	VERB
ihlr-22370	911	14	the	the	DET
ihlr-22370	911	15	regulatory	regulatory	ADJ
ihlr-22370	911	16	burden	burden	NOUN
ihlr-22370	911	17	on	on	ADP
ihlr-22370	911	18	already	already	ADV
ihlr-22370	911	19	time	time	NOUN
ihlr-22370	911	20	-	-	PUNCT
ihlr-22370	911	21	pressed	press	VERB
ihlr-22370	911	22	physicians	physician	NOUN
ihlr-22370	911	23	and	and	CCONJ
ihlr-22370	911	24	may	may	AUX
ihlr-22370	911	25	be	be	AUX
ihlr-22370	911	26	a	a	DET
ihlr-22370	911	27	more	more	ADV
ihlr-22370	911	28	politically	politically	ADV
ihlr-22370	911	29	palatable	palatable	ADJ
ihlr-22370	911	30	way	way	NOUN
ihlr-22370	911	31	of	of	ADP
ihlr-22370	911	32	ensuring	ensure	VERB
ihlr-22370	911	33	some	some	DET
ihlr-22370	911	34	form	form	NOUN
ihlr-22370	911	35	of	of	ADP
ihlr-22370	911	36	transparency	transparency	NOUN
ihlr-22370	911	37	.	.	PUNCT
ihlr-22370	912	1	in	in	ADP
ihlr-22370	912	2	theory	theory	NOUN
ihlr-22370	912	3	,	,	PUNCT
ihlr-22370	912	4	decision	decision	NOUN
ihlr-22370	912	5	aids	aid	NOUN
ihlr-22370	912	6	could	could	AUX
ihlr-22370	912	7	make	make	VERB
ihlr-22370	912	8	the	the	DET
ihlr-22370	912	9	disclosure	disclosure	NOUN
ihlr-22370	912	10	process	process	NOUN
ihlr-22370	912	11	more	more	ADJ
ihlr-22370	912	12	effective.166	effective.166	NOUN
ihlr-22370	912	13	for	for	ADP
ihlr-22370	912	14	one	one	NUM
ihlr-22370	912	15	,	,	PUNCT
ihlr-22370	912	16	decision	decision	NOUN
ihlr-22370	912	17	aids	aid	NOUN
ihlr-22370	912	18	could	could	AUX
ihlr-22370	912	19	educate	educate	VERB
ihlr-22370	912	20	patients	patient	NOUN
ihlr-22370	912	21	about	about	ADP
ihlr-22370	912	22	the	the	DET
ihlr-22370	912	23	risk	risk	NOUN
ihlr-22370	912	24	of	of	ADP
ihlr-22370	912	25	bias	bias	NOUN
ihlr-22370	912	26	arising	arise	VERB
ihlr-22370	912	27	even	even	ADV
ihlr-22370	912	28	in	in	ADP
ihlr-22370	912	29	small	small	ADJ
ihlr-22370	912	30	dollar	dollar	NOUN
ihlr-22370	912	31	transactions	transaction	NOUN
ihlr-22370	912	32	with	with	ADP
ihlr-22370	912	33	industry	industry	NOUN
ihlr-22370	912	34	and	and	CCONJ
ihlr-22370	912	35	also	also	ADV
ihlr-22370	912	36	the	the	DET
ihlr-22370	912	37	prevalence	prevalence	NOUN
ihlr-22370	912	38	of	of	ADP
ihlr-22370	912	39	financial	financial	ADJ
ihlr-22370	912	40	ties	tie	NOUN
ihlr-22370	912	41	.	.	PUNCT
ihlr-22370	913	1	but	but	CCONJ
ihlr-22370	913	2	their	their	PRON
ihlr-22370	913	3	content	content	NOUN
ihlr-22370	913	4	,	,	PUNCT
ihlr-22370	913	5	and	and	CCONJ
ihlr-22370	913	6	how	how	SCONJ
ihlr-22370	913	7	they	they	PRON
ihlr-22370	913	8	would	would	AUX
ihlr-22370	913	9	best	well	ADV
ihlr-22370	913	10	be	be	AUX
ihlr-22370	913	11	used	use	VERB
ihlr-22370	913	12	,	,	PUNCT
ihlr-22370	913	13	is	be	AUX
ihlr-22370	913	14	still	still	ADV
ihlr-22370	913	15	the	the	DET
ihlr-22370	913	16	subject	subject	NOUN
ihlr-22370	913	17	of167	of167	ADJ
ihlr-22370	913	18	much	much	ADJ
ihlr-22370	913	19	speculation	speculation	NOUN
ihlr-22370	913	20	given	give	VERB
ihlr-22370	913	21	the	the	DET
ihlr-22370	913	22	limited	limited	ADJ
ihlr-22370	913	23	experience	experience	NOUN
ihlr-22370	913	24	with	with	ADP
ihlr-22370	913	25	using	use	VERB
ihlr-22370	913	26	decision	decision	NOUN
ihlr-22370	913	27	aids	aid	NOUN
ihlr-22370	913	28	for	for	ADP
ihlr-22370	913	29	financial	financial	ADJ
ihlr-22370	913	30	conflicts	conflict	NOUN
ihlr-22370	913	31	disclosures	disclosure	NOUN
ihlr-22370	913	32	.	.	PUNCT
ihlr-22370	914	1	some	some	DET
ihlr-22370	914	2	commentators	commentator	NOUN
ihlr-22370	914	3	suggest	suggest	VERB
ihlr-22370	914	4	that	that	SCONJ
ihlr-22370	914	5	financial	financial	ADJ
ihlr-22370	914	6	conflicts	conflict	NOUN
ihlr-22370	914	7	disclosure	disclosure	NOUN
ihlr-22370	914	8	might	might	AUX
ihlr-22370	914	9	work	work	VERB
ihlr-22370	914	10	better	well	ADV
ihlr-22370	914	11	if	if	SCONJ
ihlr-22370	914	12	patients	patient	NOUN
ihlr-22370	914	13	were	be	AUX
ihlr-22370	914	14	generally	generally	ADV
ihlr-22370	914	15	educated	educate	VERB
ihlr-22370	914	16	about	about	ADP
ihlr-22370	914	17	industry	industry	NOUN
ihlr-22370	914	18	-	-	PUNCT
ihlr-22370	914	19	medicine	medicine	NOUN
ihlr-22370	914	20	financial	financial	ADJ
ihlr-22370	914	21	relationships	relationship	NOUN
ihlr-22370	914	22	well	well	ADV
ihlr-22370	914	23	before	before	SCONJ
ihlr-22370	914	24	they	they	PRON
ihlr-22370	914	25	consider	consider	VERB
ihlr-22370	914	26	a	a	DET
ihlr-22370	914	27	particular	particular	ADJ
ihlr-22370	914	28	treatment	treatment	NOUN
ihlr-22370	914	29	choice	choice	NOUN
ihlr-22370	914	30	,	,	PUNCT
ihlr-22370	914	31	such	such	ADJ
ihlr-22370	914	32	as	as	ADP
ihlr-22370	914	33	during	during	ADP
ihlr-22370	914	34	the	the	DET
ihlr-22370	914	35	time	time	NOUN
ihlr-22370	914	36	of	of	ADP
ihlr-22370	914	37	enrollment	enrollment	NOUN
ihlr-22370	914	38	with	with	ADP
ihlr-22370	914	39	their	their	PRON
ihlr-22370	914	40	health	health	NOUN
ihlr-22370	914	41	plans.168	plans.168	NOUN
ihlr-22370	914	42	again	again	ADV
ihlr-22370	914	43	,	,	PUNCT
ihlr-22370	914	44	however	however	ADV
ihlr-22370	914	45	,	,	PUNCT
ihlr-22370	914	46	given	give	VERB
ihlr-22370	914	47	the	the	DET
ihlr-22370	914	48	dearth	dearth	NOUN
ihlr-22370	914	49	of	of	ADP
ihlr-22370	914	50	studies	study	NOUN
ihlr-22370	914	51	,	,	PUNCT
ihlr-22370	914	52	whether	whether	SCONJ
ihlr-22370	914	53	this	this	PRON
ihlr-22370	914	54	would	would	AUX
ihlr-22370	914	55	actually	actually	ADV
ihlr-22370	914	56	improve	improve	VERB
ihlr-22370	914	57	the	the	DET
ihlr-22370	914	58	disclosure	disclosure	NOUN
ihlr-22370	914	59	process	process	NOUN
ihlr-22370	914	60	is	be	AUX
ihlr-22370	914	61	mostly	mostly	ADV
ihlr-22370	914	62	speculation	speculation	NOUN
ihlr-22370	914	63	.	.	PUNCT
ihlr-22370	915	1	d.	d.	NOUN
ihlr-22370	915	2	what	what	PRON
ihlr-22370	915	3	do	do	AUX
ihlr-22370	915	4	patients	patient	NOUN
ihlr-22370	915	5	really	really	ADV
ihlr-22370	915	6	think	think	VERB
ihlr-22370	915	7	?	?	PUNCT
ihlr-22370	916	1	while	while	SCONJ
ihlr-22370	916	2	patients	patient	NOUN
ihlr-22370	916	3	may	may	AUX
ihlr-22370	916	4	ultimately	ultimately	ADV
ihlr-22370	916	5	not	not	PART
ihlr-22370	916	6	be	be	AUX
ihlr-22370	916	7	the	the	DET
ihlr-22370	916	8	best	good	ADJ
ihlr-22370	916	9	audience	audience	NOUN
ihlr-22370	916	10	for	for	ADP
ihlr-22370	916	11	financial	financial	ADJ
ihlr-22370	916	12	conflicts	conflict	NOUN
ihlr-22370	916	13	disclosure	disclosure	NOUN
ihlr-22370	916	14	,	,	PUNCT
ihlr-22370	916	15	for	for	ADP
ihlr-22370	916	16	reasons	reason	NOUN
ihlr-22370	916	17	previously	previously	ADV
ihlr-22370	916	18	discussed	discuss	VERB
ihlr-22370	916	19	,	,	PUNCT
ihlr-22370	916	20	accounting	account	VERB
ihlr-22370	916	21	for	for	ADP
ihlr-22370	916	22	their	their	PRON
ihlr-22370	916	23	views	view	NOUN
ihlr-22370	916	24	remains169	remains169	PROPN
ihlr-22370	916	25	important	important	ADJ
ihlr-22370	916	26	to	to	ADP
ihlr-22370	916	27	designing	design	VERB
ihlr-22370	916	28	responsive	responsive	ADJ
ihlr-22370	916	29	regulation	regulation	NOUN
ihlr-22370	916	30	as	as	ADP
ihlr-22370	916	31	part	part	NOUN
ihlr-22370	916	32	of	of	ADP
ihlr-22370	916	33	a	a	DET
ihlr-22370	916	34	patient	patient	NOUN
ihlr-22370	916	35	-	-	PUNCT
ihlr-22370	916	36	centered	center	VERB
ihlr-22370	916	37	health	health	NOUN
ihlr-22370	916	38	care	care	NOUN
ihlr-22370	916	39	system	system	NOUN
ihlr-22370	916	40	.	.	PUNCT
ihlr-22370	917	1	unfortunately	unfortunately	ADV
ihlr-22370	917	2	,	,	PUNCT
ihlr-22370	917	3	what	what	PRON
ihlr-22370	917	4	patients	patient	NOUN
ihlr-22370	917	5	really	really	ADV
ihlr-22370	917	6	think	think	VERB
ihlr-22370	917	7	about	about	ADP
ihlr-22370	917	8	financial	financial	ADJ
ihlr-22370	917	9	conflicts170	conflicts170	X
ihlr-22370	917	10	remains	remain	VERB
ihlr-22370	917	11	muddled	muddled	ADJ
ihlr-22370	917	12	.	.	PUNCT
ihlr-22370	918	1	for	for	ADP
ihlr-22370	918	2	example	example	NOUN
ihlr-22370	918	3	,	,	PUNCT
ihlr-22370	918	4	as	as	SCONJ
ihlr-22370	918	5	earlier	early	ADV
ihlr-22370	918	6	noted	note	VERB
ihlr-22370	918	7	,	,	PUNCT
ihlr-22370	918	8	research	research	NOUN
ihlr-22370	918	9	indicates	indicate	VERB
ihlr-22370	918	10	that	that	SCONJ
ihlr-22370	918	11	most	most	ADJ
ihlr-22370	918	12	patients	patient	NOUN
ihlr-22370	918	13	want	want	VERB
ihlr-22370	918	14	to	to	PART
ihlr-22370	918	15	know	know	VERB
ihlr-22370	918	16	whether	whether	SCONJ
ihlr-22370	918	17	their	their	PRON
ihlr-22370	918	18	physician	physician	NOUN
ihlr-22370	918	19	has	have	VERB
ihlr-22370	918	20	financial	financial	ADJ
ihlr-22370	918	21	ties	tie	NOUN
ihlr-22370	918	22	with	with	ADP
ihlr-22370	918	23	industry	industry	NOUN
ihlr-22370	918	24	,	,	PUNCT
ihlr-22370	918	25	but	but	CCONJ
ihlr-22370	918	26	far	far	ADV
ihlr-22370	918	27	fewer	few	ADJ
ihlr-22370	918	28	indicate	indicate	VERB
ihlr-22370	918	29	that	that	SCONJ
ihlr-22370	918	30	it	it	PRON
ihlr-22370	918	31	would	would	AUX
ihlr-22370	918	32	materially	materially	ADV
ihlr-22370	918	33	change	change	VERB
ihlr-22370	918	34	their	their	PRON
ihlr-22370	918	35	decision	decision	NOUN
ihlr-22370	918	36	-	-	PUNCT
ihlr-22370	918	37	making	making	NOUN
ihlr-22370	918	38	.	.	PUNCT
ihlr-22370	919	1	what171	what171	PROPN
ihlr-22370	919	2	should	should	AUX
ihlr-22370	919	3	be	be	AUX
ihlr-22370	919	4	concluded	conclude	VERB
ihlr-22370	919	5	from	from	ADP
ihlr-22370	919	6	this	this	PRON
ihlr-22370	919	7	?	?	PUNCT
ihlr-22370	920	1	are	be	AUX
ihlr-22370	920	2	these	these	DET
ihlr-22370	920	3	seemingly	seemingly	ADV
ihlr-22370	920	4	divergent	divergent	ADJ
ihlr-22370	920	5	views	view	NOUN
ihlr-22370	920	6	—	—	PUNCT
ihlr-22370	920	7	wanting	want	VERB
ihlr-22370	920	8	to	to	PART
ihlr-22370	920	9	know	know	VERB
ihlr-22370	920	10	the	the	DET
ihlr-22370	920	11	information	information	NOUN
ihlr-22370	920	12	,	,	PUNCT
ihlr-22370	920	13	but	but	CCONJ
ihlr-22370	920	14	saying	say	VERB
ihlr-22370	920	15	it	it	PRON
ihlr-22370	920	16	would	would	AUX
ihlr-22370	920	17	likely	likely	ADV
ihlr-22370	920	18	not	not	PART
ihlr-22370	920	19	sway	sway	VERB
ihlr-22370	920	20	their	their	PRON
ihlr-22370	920	21	decision	decision	NOUN
ihlr-22370	920	22	—	—	PUNCT
ihlr-22370	920	23	irrational	irrational	ADJ
ihlr-22370	920	24	?	?	PUNCT
ihlr-22370	920	25	understandable	understandable	ADJ
ihlr-22370	920	26	?	?	PUNCT
ihlr-22370	921	1	one	one	NUM
ihlr-22370	921	2	view	view	NOUN
ihlr-22370	921	3	is	be	AUX
ihlr-22370	921	4	that	that	SCONJ
ihlr-22370	921	5	such	such	ADJ
ihlr-22370	921	6	patients	patient	NOUN
ihlr-22370	921	7	may	may	AUX
ihlr-22370	921	8	respond	respond	VERB
ihlr-22370	921	9	,	,	PUNCT
ihlr-22370	921	10	“	"	PUNCT
ihlr-22370	921	11	the	the	DET
ihlr-22370	921	12	more	more	ADJ
ihlr-22370	921	13	information	information	NOUN
ihlr-22370	921	14	the	the	PRON
ihlr-22370	921	15	better	well	ADJ
ihlr-22370	921	16	,	,	PUNCT
ihlr-22370	921	17	”	"	PUNCT
ihlr-22370	921	18	under	under	ADP
ihlr-22370	921	19	a	a	DET
ihlr-22370	921	20	vague	vague	ADJ
ihlr-22370	921	21	right	right	NOUN
ihlr-22370	921	22	-	-	PUNCT
ihlr-22370	921	23	to	to	ADP
ihlr-22370	921	24	-	-	PUNCT
ihlr-22370	921	25	know	know	VERB
ihlr-22370	921	26	imperative	imperative	NOUN
ihlr-22370	921	27	,	,	PUNCT
ihlr-22370	921	28	even	even	ADV
ihlr-22370	921	29	if	if	SCONJ
ihlr-22370	921	30	they	they	PRON
ihlr-22370	921	31	are	be	AUX
ihlr-22370	921	32	not	not	PART
ihlr-22370	921	33	materially	materially	ADV
ihlr-22370	921	34	bothered	bother	VERB
ihlr-22370	921	35	by	by	ADP
ihlr-22370	921	36	learning	learn	VERB
ihlr-22370	921	37	about	about	ADP
ihlr-22370	921	38	physicians	physician	NOUN
ihlr-22370	921	39	with	with	ADP
ihlr-22370	921	40	financial	financial	ADJ
ihlr-22370	921	41	ties	tie	NOUN
ihlr-22370	921	42	.	.	PUNCT
ihlr-22370	922	1	such	such	ADJ
ihlr-22370	922	2	patients	patient	NOUN
ihlr-22370	922	3	may	may	AUX
ihlr-22370	922	4	correctly	correctly	ADV
ihlr-22370	922	5	perceive	perceive	VERB
ihlr-22370	922	6	that	that	SCONJ
ihlr-22370	922	7	other	other	ADJ
ihlr-22370	922	8	constraints	constraint	NOUN
ihlr-22370	922	9	,	,	PUNCT
ihlr-22370	922	10	such	such	ADJ
ihlr-22370	922	11	as	as	ADP
ihlr-22370	922	12	reimbursement	reimbursement	NOUN
ihlr-22370	922	13	rules	rule	NOUN
ihlr-22370	922	14	,	,	PUNCT
ihlr-22370	922	15	professional	professional	ADJ
ihlr-22370	922	16	norms	norm	NOUN
ihlr-22370	922	17	,	,	PUNCT
ihlr-22370	922	18	and	and	CCONJ
ihlr-22370	922	19	tort	tort	NOUN
ihlr-22370	922	20	liability	liability	NOUN
ihlr-22370	922	21	,	,	PUNCT
ihlr-22370	922	22	already	already	ADV
ihlr-22370	922	23	limit	limit	VERB
ihlr-22370	922	24	the	the	DET
ihlr-22370	922	25	likelihood	likelihood	NOUN
ihlr-22370	922	26	that	that	SCONJ
ihlr-22370	922	27	their	their	PRON
ihlr-22370	922	28	physicians	physician	NOUN
ihlr-22370	922	29	will	will	AUX
ihlr-22370	922	30	provide	provide	VERB
ihlr-22370	922	31	flawed	flawed	ADJ
ihlr-22370	922	32	,	,	PUNCT
ihlr-22370	922	33	biased	biased	ADJ
ihlr-22370	922	34	advice	advice	NOUN
ihlr-22370	922	35	and	and	CCONJ
ihlr-22370	922	36	treatment	treatment	NOUN
ihlr-22370	922	37	.	.	PUNCT
ihlr-22370	923	1	also	also	ADV
ihlr-22370	923	2	,	,	PUNCT
ihlr-22370	923	3	patients	patient	NOUN
ihlr-22370	923	4	may	may	AUX
ihlr-22370	923	5	be	be	AUX
ihlr-22370	923	6	unbothered	unbothere	VERB
ihlr-22370	923	7	and	and	CCONJ
ihlr-22370	923	8	even	even	ADV
ihlr-22370	923	9	blasé	blasé	ADJ
ihlr-22370	923	10	about	about	ADP
ihlr-22370	923	11	industry	industry	NOUN
ihlr-22370	923	12	-	-	PUNCT
ihlr-22370	923	13	medicine	medicine	NOUN
ihlr-22370	923	14	financial	financial	ADJ
ihlr-22370	923	15	ties	tie	NOUN
ihlr-22370	923	16	because	because	SCONJ
ihlr-22370	923	17	they	they	PRON
ihlr-22370	923	18	remain	remain	VERB
ihlr-22370	923	19	well	well	ADV
ihlr-22370	923	20	aware	aware	ADJ
ihlr-22370	923	21	of	of	ADP
ihlr-22370	923	22	financial	financial	ADJ
ihlr-22370	923	23	conflicts	conflict	NOUN
ihlr-22370	923	24	arising	arise	VERB
ihlr-22370	923	25	elsewhere	elsewhere	ADV
ihlr-22370	923	26	in	in	ADP
ihlr-22370	923	27	medicine	medicine	NOUN
ihlr-22370	923	28	and	and	CCONJ
ihlr-22370	924	1	166	166	NUM
ihlr-22370	924	2	.	.	PUNCT
ihlr-22370	925	1	sah	sah	NOUN
ihlr-22370	925	2	,	,	PUNCT
ihlr-22370	925	3	supra	supra	PROPN
ihlr-22370	925	4	note	note	PROPN
ihlr-22370	925	5	130	130	NUM
ihlr-22370	925	6	,	,	PUNCT
ihlr-22370	925	7	at	at	ADP
ihlr-22370	925	8	7468	7468	NUM
ihlr-22370	925	9	.	.	PUNCT
ihlr-22370	926	1	167	167	NUM
ihlr-22370	926	2	.	.	PUNCT
ihlr-22370	927	1	cf	cf	NOUN
ihlr-22370	927	2	.	.	PUNCT
ihlr-22370	928	1	chimonas	chimona	NOUN
ihlr-22370	928	2	,	,	PUNCT
ihlr-22370	928	3	supra	supra	PROPN
ihlr-22370	928	4	note	note	NOUN
ihlr-22370	928	5	41	41	NUM
ihlr-22370	928	6	,	,	PUNCT
ihlr-22370	928	7	at	at	ADP
ihlr-22370	928	8	10	10	NUM
ihlr-22370	928	9	.	.	PUNCT
ihlr-22370	928	10	168	168	NUM
ihlr-22370	928	11	.	.	PUNCT
ihlr-22370	929	1	armstrong	armstrong	PROPN
ihlr-22370	929	2	,	,	PUNCT
ihlr-22370	929	3	supra	supra	PROPN
ihlr-22370	929	4	note	note	PROPN
ihlr-22370	929	5	161	161	NUM
ihlr-22370	929	6	,	,	PUNCT
ihlr-22370	929	7	at	at	ADP
ihlr-22370	929	8	1744	1744	NUM
ihlr-22370	929	9	.	.	PUNCT
ihlr-22370	929	10	169	169	NUM
ihlr-22370	929	11	.	.	PUNCT
ihlr-22370	929	12	see	see	VERB
ihlr-22370	929	13	supra	supra	PROPN
ihlr-22370	929	14	notes	note	NOUN
ihlr-22370	929	15	60–74	60–74	NUM
ihlr-22370	929	16	and	and	CCONJ
ihlr-22370	929	17	accompanying	accompany	VERB
ihlr-22370	929	18	text	text	NOUN
ihlr-22370	929	19	.	.	PUNCT
ihlr-22370	930	1	170	170	NUM
ihlr-22370	930	2	.	.	PUNCT
ihlr-22370	930	3	cf	cf	NOUN
ihlr-22370	930	4	.	.	PUNCT
ihlr-22370	930	5	inst	inst	PROPN
ihlr-22370	930	6	.	.	PROPN
ihlr-22370	930	7	of	of	ADP
ihlr-22370	930	8	med	med	PROPN
ihlr-22370	930	9	.	.	PROPN
ihlr-22370	930	10	,	,	PUNCT
ihlr-22370	930	11	crossing	cross	VERB
ihlr-22370	930	12	the	the	DET
ihlr-22370	930	13	quality	quality	NOUN
ihlr-22370	930	14	chasm	chasm	NOUN
ihlr-22370	930	15	:	:	PUNCT
ihlr-22370	930	16	a	a	DET
ihlr-22370	930	17	new	new	ADJ
ihlr-22370	930	18	health	health	NOUN
ihlr-22370	930	19	system	system	NOUN
ihlr-22370	930	20	for	for	ADP
ihlr-22370	930	21	the	the	DET
ihlr-22370	930	22	21st	21st	ADJ
ihlr-22370	930	23	century	century	NOUN
ihlr-22370	930	24	48	48	NUM
ihlr-22370	930	25	(	(	PUNCT
ihlr-22370	930	26	2001	2001	NUM
ihlr-22370	930	27	)	)	PUNCT
ihlr-22370	930	28	;	;	PUNCT
ihlr-22370	930	29	joan	joan	PROPN
ihlr-22370	930	30	h.	h.	PROPN
ihlr-22370	930	31	krause	krause	PROPN
ihlr-22370	930	32	,	,	PUNCT
ihlr-22370	930	33	can	can	AUX
ihlr-22370	930	34	health	health	NOUN
ihlr-22370	930	35	law	law	NOUN
ihlr-22370	930	36	truly	truly	ADV
ihlr-22370	930	37	become	become	VERB
ihlr-22370	930	38	patient	patient	ADJ
ihlr-22370	930	39	centered	center	VERB
ihlr-22370	930	40	?	?	PUNCT
ihlr-22370	930	41	,	,	PUNCT
ihlr-22370	930	42	45	45	NUM
ihlr-22370	930	43	wake	wake	VERB
ihlr-22370	930	44	forest	forest	PROPN
ihlr-22370	930	45	l.	l.	PROPN
ihlr-22370	930	46	rev	rev	PROPN
ihlr-22370	930	47	.	.	PROPN
ihlr-22370	930	48	1489	1489	NUM
ihlr-22370	930	49	,	,	PUNCT
ihlr-22370	930	50	1489–90	1489–90	X
ihlr-22370	930	51	(	(	PUNCT
ihlr-22370	930	52	2010	2010	NUM
ihlr-22370	930	53	)	)	PUNCT
ihlr-22370	930	54	.	.	PUNCT
ihlr-22370	931	1	171	171	X
ihlr-22370	931	2	.	.	PUNCT
ihlr-22370	932	1	see	see	VERB
ihlr-22370	932	2	supra	supra	PROPN
ihlr-22370	932	3	notes	note	VERB
ihlr-22370	932	4	71	71	NUM
ihlr-22370	932	5	to	to	PART
ihlr-22370	932	6	74	74	NUM
ihlr-22370	932	7	and	and	CCONJ
ihlr-22370	932	8	accompanying	accompany	VERB
ihlr-22370	932	9	text	text	NOUN
ihlr-22370	932	10	.	.	PUNCT
ihlr-22370	933	1	2018	2018	NUM
ihlr-22370	933	2	]	]	PUNCT
ihlr-22370	933	3	financial	financial	ADJ
ihlr-22370	933	4	conflicts	conflict	NOUN
ihlr-22370	933	5	in	in	ADP
ihlr-22370	933	6	the	the	DET
ihlr-22370	933	7	new	new	ADJ
ihlr-22370	933	8	era	era	NOUN
ihlr-22370	933	9	of	of	ADP
ihlr-22370	933	10	sunshine	sunshine	NOUN
ihlr-22370	933	11	101	101	NUM
ihlr-22370	933	12	perceive	perceive	NOUN
ihlr-22370	933	13	such	such	ADJ
ihlr-22370	933	14	conflicts	conflict	NOUN
ihlr-22370	933	15	as	as	SCONJ
ihlr-22370	933	16	ingrained	ingrain	VERB
ihlr-22370	933	17	.	.	PUNCT
ihlr-22370	934	1	many	many	ADJ
ihlr-22370	934	2	patients	patient	NOUN
ihlr-22370	934	3	recognize	recognize	VERB
ihlr-22370	934	4	that	that	SCONJ
ihlr-22370	934	5	,	,	PUNCT
ihlr-22370	934	6	despite	despite	SCONJ
ihlr-22370	934	7	the	the	DET
ihlr-22370	934	8	lofty	lofty	ADJ
ihlr-22370	934	9	ideal	ideal	NOUN
ihlr-22370	934	10	of	of	ADP
ihlr-22370	934	11	a	a	DET
ihlr-22370	934	12	physician	physician	NOUN
ihlr-22370	934	13	with	with	ADP
ihlr-22370	934	14	undivided	undivided	ADJ
ihlr-22370	934	15	loyalty	loyalty	NOUN
ihlr-22370	934	16	to	to	ADP
ihlr-22370	934	17	the	the	DET
ihlr-22370	934	18	patient	patient	NOUN
ihlr-22370	934	19	,	,	PUNCT
ihlr-22370	934	20	a	a	DET
ihlr-22370	934	21	physician	physician	NOUN
ihlr-22370	934	22	can	can	AUX
ihlr-22370	934	23	earn	earn	VERB
ihlr-22370	934	24	more	more	ADJ
ihlr-22370	934	25	depending	depend	VERB
ihlr-22370	934	26	on	on	ADP
ihlr-22370	934	27	the	the	DET
ihlr-22370	934	28	type	type	NOUN
ihlr-22370	934	29	and	and	CCONJ
ihlr-22370	934	30	volume	volume	NOUN
ihlr-22370	934	31	of	of	ADP
ihlr-22370	934	32	services	service	NOUN
ihlr-22370	934	33	recommended	recommend	VERB
ihlr-22370	934	34	.	.	PUNCT
ihlr-22370	935	1	under	under	ADP
ihlr-22370	935	2	the	the	DET
ihlr-22370	935	3	traditional	traditional	ADJ
ihlr-22370	935	4	fee	fee	NOUN
ihlr-22370	935	5	-	-	PUNCT
ihlr-22370	935	6	for	for	ADP
ihlr-22370	935	7	-	-	PUNCT
ihlr-22370	935	8	service	service	NOUN
ihlr-22370	935	9	reimbursement	reimbursement	NOUN
ihlr-22370	935	10	model	model	NOUN
ihlr-22370	935	11	,	,	PUNCT
ihlr-22370	935	12	a	a	DET
ihlr-22370	935	13	physician	physician	NOUN
ihlr-22370	935	14	faces	face	VERB
ihlr-22370	935	15	financial	financial	ADJ
ihlr-22370	935	16	conflicts	conflict	NOUN
ihlr-22370	935	17	—	—	PUNCT
ihlr-22370	935	18	the	the	DET
ihlr-22370	935	19	more	more	ADV
ihlr-22370	935	20	severe	severe	ADJ
ihlr-22370	935	21	and	and	CCONJ
ihlr-22370	935	22	long	long	ADV
ihlr-22370	935	23	-	-	PUNCT
ihlr-22370	935	24	lasting	last	VERB
ihlr-22370	935	25	the	the	DET
ihlr-22370	935	26	illness	illness	NOUN
ihlr-22370	935	27	,	,	PUNCT
ihlr-22370	935	28	the	the	DET
ihlr-22370	935	29	more	more	ADV
ihlr-22370	935	30	complex	complex	ADJ
ihlr-22370	935	31	services	service	NOUN
ihlr-22370	935	32	a	a	DET
ihlr-22370	935	33	physician	physician	NOUN
ihlr-22370	935	34	can	can	AUX
ihlr-22370	935	35	provide	provide	VERB
ihlr-22370	935	36	,	,	PUNCT
ihlr-22370	935	37	and	and	CCONJ
ihlr-22370	935	38	the	the	DET
ihlr-22370	935	39	higher	high	ADJ
ihlr-22370	935	40	fees	fee	NOUN
ihlr-22370	935	41	earned	earn	VERB
ihlr-22370	935	42	.	.	PUNCT
ihlr-22370	936	1	thus	thus	ADV
ihlr-22370	936	2	,	,	PUNCT
ihlr-22370	936	3	risk	risk	NOUN
ihlr-22370	936	4	of	of	ADP
ihlr-22370	936	5	bias172	bias172	PRON
ihlr-22370	936	6	arising	arise	VERB
ihlr-22370	936	7	in	in	ADP
ihlr-22370	936	8	financial	financial	ADJ
ihlr-22370	936	9	ties	tie	NOUN
ihlr-22370	936	10	with	with	ADP
ihlr-22370	936	11	industry	industry	NOUN
ihlr-22370	936	12	may	may	AUX
ihlr-22370	936	13	seem	seem	VERB
ihlr-22370	936	14	,	,	PUNCT
ihlr-22370	936	15	to	to	ADP
ihlr-22370	936	16	many	many	ADJ
ihlr-22370	936	17	patients	patient	NOUN
ihlr-22370	936	18	,	,	PUNCT
ihlr-22370	936	19	to	to	PART
ihlr-22370	936	20	simply	simply	ADV
ihlr-22370	936	21	be	be	AUX
ihlr-22370	936	22	more	more	ADJ
ihlr-22370	936	23	of	of	ADP
ihlr-22370	936	24	the	the	DET
ihlr-22370	936	25	same	same	ADJ
ihlr-22370	936	26	.	.	PUNCT
ihlr-22370	937	1	a	a	DET
ihlr-22370	937	2	more	more	ADV
ihlr-22370	937	3	troubling	troubling	ADJ
ihlr-22370	937	4	consideration	consideration	NOUN
ihlr-22370	937	5	is	be	AUX
ihlr-22370	937	6	that	that	SCONJ
ihlr-22370	937	7	many	many	ADJ
ihlr-22370	937	8	patients	patient	NOUN
ihlr-22370	937	9	have	have	VERB
ihlr-22370	937	10	general	general	ADJ
ihlr-22370	937	11	awareness	awareness	NOUN
ihlr-22370	937	12	of	of	ADP
ihlr-22370	937	13	industry	industry	NOUN
ihlr-22370	937	14	-	-	PUNCT
ihlr-22370	937	15	medicine	medicine	NOUN
ihlr-22370	937	16	financial	financial	ADJ
ihlr-22370	937	17	relationships	relationship	NOUN
ihlr-22370	937	18	but	but	CCONJ
ihlr-22370	937	19	underestimate	underestimate	VERB
ihlr-22370	937	20	how	how	SCONJ
ihlr-22370	937	21	this	this	PRON
ihlr-22370	937	22	may	may	AUX
ihlr-22370	937	23	affect	affect	VERB
ihlr-22370	937	24	their	their	PRON
ihlr-22370	937	25	own	own	ADJ
ihlr-22370	937	26	health	health	NOUN
ihlr-22370	937	27	care	care	NOUN
ihlr-22370	937	28	.	.	PUNCT
ihlr-22370	938	1	even	even	ADV
ihlr-22370	938	2	with	with	ADP
ihlr-22370	938	3	increased	increase	VERB
ihlr-22370	938	4	sunshine	sunshine	NOUN
ihlr-22370	938	5	,	,	PUNCT
ihlr-22370	938	6	patients	patient	NOUN
ihlr-22370	938	7	may	may	AUX
ihlr-22370	938	8	not	not	PART
ihlr-22370	938	9	know	know	VERB
ihlr-22370	938	10	what	what	PRON
ihlr-22370	938	11	to	to	PART
ihlr-22370	938	12	make	make	VERB
ihlr-22370	938	13	of	of	ADP
ihlr-22370	938	14	the	the	DET
ihlr-22370	938	15	disclosed	disclose	VERB
ihlr-22370	938	16	information	information	NOUN
ihlr-22370	938	17	and	and	CCONJ
ihlr-22370	938	18	how	how	SCONJ
ihlr-22370	938	19	it	it	PRON
ihlr-22370	938	20	may	may	AUX
ihlr-22370	938	21	affect	affect	VERB
ihlr-22370	938	22	them	they	PRON
ihlr-22370	938	23	,	,	PUNCT
ihlr-22370	938	24	therapeutically	therapeutically	ADV
ihlr-22370	938	25	and	and	CCONJ
ihlr-22370	938	26	financially	financially	ADV
ihlr-22370	938	27	.	.	PUNCT
ihlr-22370	939	1	disregard	disregard	NOUN
ihlr-22370	939	2	is	be	AUX
ihlr-22370	939	3	especially	especially	ADV
ihlr-22370	939	4	likely	likely	ADJ
ihlr-22370	939	5	because	because	SCONJ
ihlr-22370	939	6	,	,	PUNCT
ihlr-22370	939	7	as	as	SCONJ
ihlr-22370	939	8	previously	previously	ADV
ihlr-22370	939	9	discussed	discuss	VERB
ihlr-22370	939	10	,	,	PUNCT
ihlr-22370	939	11	only	only	ADV
ihlr-22370	939	12	certain	certain	ADJ
ihlr-22370	939	13	contextual	contextual	ADJ
ihlr-22370	939	14	factors	factor	NOUN
ihlr-22370	939	15	,	,	PUNCT
ihlr-22370	939	16	such	such	ADJ
ihlr-22370	939	17	as	as	ADP
ihlr-22370	939	18	payment	payment	NOUN
ihlr-22370	939	19	amount	amount	NOUN
ihlr-22370	939	20	and	and	CCONJ
ihlr-22370	939	21	payment	payment	NOUN
ihlr-22370	939	22	category	category	NOUN
ihlr-22370	939	23	,	,	PUNCT
ihlr-22370	939	24	may	may	AUX
ihlr-22370	939	25	be	be	AUX
ihlr-22370	939	26	salient	salient	ADJ
ihlr-22370	939	27	to	to	ADP
ihlr-22370	939	28	patients	patient	NOUN
ihlr-22370	939	29	and	and	CCONJ
ihlr-22370	939	30	not	not	PART
ihlr-22370	939	31	the	the	DET
ihlr-22370	939	32	many	many	ADJ
ihlr-22370	939	33	other	other	ADJ
ihlr-22370	939	34	conditions	condition	NOUN
ihlr-22370	939	35	that	that	PRON
ihlr-22370	939	36	can	can	AUX
ihlr-22370	939	37	increase	increase	VERB
ihlr-22370	939	38	risk	risk	NOUN
ihlr-22370	939	39	of	of	ADP
ihlr-22370	939	40	bias	bias	NOUN
ihlr-22370	939	41	.	.	PUNCT
ihlr-22370	940	1	also	also	ADV
ihlr-22370	940	2	,	,	PUNCT
ihlr-22370	940	3	disclosing	disclose	VERB
ihlr-22370	940	4	the	the	DET
ihlr-22370	940	5	data	datum	NOUN
ihlr-22370	940	6	on	on	ADP
ihlr-22370	940	7	financial173	financial173	PROPN
ihlr-22370	940	8	relationships	relationship	NOUN
ihlr-22370	940	9	simply	simply	ADV
ihlr-22370	940	10	may	may	AUX
ihlr-22370	940	11	lead	lead	VERB
ihlr-22370	940	12	to	to	ADP
ihlr-22370	940	13	more	more	ADJ
ihlr-22370	940	14	questions	question	NOUN
ihlr-22370	940	15	with	with	ADP
ihlr-22370	940	16	no	no	DET
ihlr-22370	940	17	good	good	ADJ
ihlr-22370	940	18	answers	answer	NOUN
ihlr-22370	940	19	.	.	PUNCT
ihlr-22370	941	1	as	as	SCONJ
ihlr-22370	941	2	abigail	abigail	PROPN
ihlr-22370	941	3	zuger	zuger	PROPN
ihlr-22370	941	4	observes	observe	VERB
ihlr-22370	941	5	,	,	PUNCT
ihlr-22370	941	6	“	"	PUNCT
ihlr-22370	941	7	[	[	X
ihlr-22370	941	8	t]he	t]he	ADV
ihlr-22370	941	9	meaning	mean	VERB
ihlr-22370	941	10	behind	behind	ADP
ihlr-22370	941	11	the	the	DET
ihlr-22370	941	12	numbers	number	NOUN
ihlr-22370	941	13	still	still	ADV
ihlr-22370	941	14	remains	remain	VERB
ihlr-22370	941	15	elusive	elusive	ADJ
ihlr-22370	941	16	.	.	PUNCT
ihlr-22370	942	1	are	be	AUX
ihlr-22370	942	2	lavishly	lavishly	ADV
ihlr-22370	942	3	compensated	compensate	VERB
ihlr-22370	942	4	physicians	physician	NOUN
ihlr-22370	942	5	just	just	ADV
ihlr-22370	942	6	shrills	shrill	VERB
ihlr-22370	942	7	for	for	ADP
ihlr-22370	942	8	the	the	DET
ihlr-22370	942	9	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	942	10	industry	industry	NOUN
ihlr-22370	942	11	?	?	PUNCT
ihlr-22370	943	1	or	or	CCONJ
ihlr-22370	943	2	are	be	AUX
ihlr-22370	943	3	they	they	PRON
ihlr-22370	943	4	simply	simply	ADV
ihlr-22370	943	5	well	well	ADV
ihlr-22370	943	6	-	-	PUNCT
ihlr-22370	943	7	paid	pay	VERB
ihlr-22370	943	8	advisers	adviser	NOUN
ihlr-22370	943	9	…	…	PUNCT
ihlr-22370	943	10	?	?	PUNCT
ihlr-22370	944	1	[	[	X
ihlr-22370	944	2	h]ow	h]ow	PROPN
ihlr-22370	944	3	can	can	AUX
ihlr-22370	944	4	patients	patient	NOUN
ihlr-22370	944	5	be	be	AUX
ihlr-22370	944	6	expected	expect	VERB
ihlr-22370	944	7	to	to	PART
ihlr-22370	944	8	decide?”174	decide?”174	VERB
ihlr-22370	944	9	it	it	PRON
ihlr-22370	944	10	is	be	AUX
ihlr-22370	944	11	tempting	tempting	ADJ
ihlr-22370	944	12	to	to	PART
ihlr-22370	944	13	assume	assume	VERB
ihlr-22370	944	14	that	that	SCONJ
ihlr-22370	944	15	because	because	SCONJ
ihlr-22370	944	16	of	of	ADP
ihlr-22370	944	17	extensive	extensive	ADJ
ihlr-22370	944	18	news	news	NOUN
ihlr-22370	944	19	coverage	coverage	NOUN
ihlr-22370	944	20	of	of	ADP
ihlr-22370	944	21	problematic	problematic	ADJ
ihlr-22370	944	22	industry	industry	NOUN
ihlr-22370	944	23	-	-	PUNCT
ihlr-22370	944	24	medicine	medicine	NOUN
ihlr-22370	944	25	relationships	relationship	NOUN
ihlr-22370	944	26	and	and	CCONJ
ihlr-22370	944	27	the	the	DET
ihlr-22370	944	28	rollout	rollout	NOUN
ihlr-22370	944	29	of	of	ADP
ihlr-22370	944	30	the	the	DET
ihlr-22370	944	31	sunshine	sunshine	PROPN
ihlr-22370	944	32	act	act	PROPN
ihlr-22370	944	33	patients	patient	NOUN
ihlr-22370	944	34	are	be	AUX
ihlr-22370	944	35	at	at	ADV
ihlr-22370	944	36	least	least	ADJ
ihlr-22370	944	37	primed	prime	VERB
ihlr-22370	944	38	to	to	PART
ihlr-22370	944	39	consider	consider	VERB
ihlr-22370	944	40	possible	possible	ADJ
ihlr-22370	944	41	financial	financial	ADJ
ihlr-22370	944	42	conflicts	conflict	NOUN
ihlr-22370	944	43	in	in	ADP
ihlr-22370	944	44	their	their	PRON
ihlr-22370	944	45	own	own	ADJ
ihlr-22370	944	46	health	health	NOUN
ihlr-22370	944	47	care	care	NOUN
ihlr-22370	944	48	decision	decision	NOUN
ihlr-22370	944	49	-	-	PUNCT
ihlr-22370	944	50	making	making	NOUN
ihlr-22370	944	51	.	.	PUNCT
ihlr-22370	945	1	but	but	CCONJ
ihlr-22370	945	2	a	a	DET
ihlr-22370	945	3	recent	recent	ADJ
ihlr-22370	945	4	national	national	ADJ
ihlr-22370	945	5	patient	patient	NOUN
ihlr-22370	945	6	survey	survey	NOUN
ihlr-22370	945	7	indicated	indicate	VERB
ihlr-22370	945	8	that	that	SCONJ
ihlr-22370	945	9	45	45	NUM
ihlr-22370	945	10	%	%	NOUN
ihlr-22370	945	11	of	of	ADP
ihlr-22370	945	12	the	the	DET
ihlr-22370	945	13	patients	patient	NOUN
ihlr-22370	945	14	were	be	AUX
ihlr-22370	945	15	generally	generally	ADV
ihlr-22370	945	16	aware	aware	ADJ
ihlr-22370	945	17	of	of	ADP
ihlr-22370	945	18	industry	industry	NOUN
ihlr-22370	945	19	payments	payment	NOUN
ihlr-22370	945	20	to	to	ADP
ihlr-22370	945	21	physicians	physician	NOUN
ihlr-22370	945	22	,	,	PUNCT
ihlr-22370	945	23	but	but	CCONJ
ihlr-22370	945	24	only	only	ADV
ihlr-22370	945	25	12	12	NUM
ihlr-22370	945	26	%	%	NOUN
ihlr-22370	945	27	knew	know	VERB
ihlr-22370	945	28	that	that	SCONJ
ihlr-22370	945	29	this	this	DET
ihlr-22370	945	30	information	information	NOUN
ihlr-22370	945	31	was	be	AUX
ihlr-22370	945	32	publicly	publicly	ADV
ihlr-22370	945	33	available	available	ADJ
ihlr-22370	945	34	through	through	ADP
ihlr-22370	945	35	programs	program	NOUN
ihlr-22370	945	36	like	like	ADP
ihlr-22370	945	37	the	the	DET
ihlr-22370	945	38	sunshine	sunshine	PROPN
ihlr-22370	945	39	act	act	PROPN
ihlr-22370	945	40	.	.	PUNCT
ihlr-22370	946	1	moreover	moreover	ADV
ihlr-22370	946	2	,	,	PUNCT
ihlr-22370	946	3	only	only	ADV
ihlr-22370	946	4	five	five	NUM
ihlr-22370	946	5	percent	percent	NOUN
ihlr-22370	946	6	of	of	ADP
ihlr-22370	946	7	the	the	DET
ihlr-22370	946	8	patients	patient	NOUN
ihlr-22370	946	9	reported175	reported175	PROPN
ihlr-22370	946	10	knowing	know	VERB
ihlr-22370	946	11	whether	whether	SCONJ
ihlr-22370	946	12	their	their	PRON
ihlr-22370	946	13	own	own	ADJ
ihlr-22370	946	14	physician	physician	NOUN
ihlr-22370	946	15	had	have	AUX
ihlr-22370	946	16	received	receive	VERB
ihlr-22370	946	17	industry	industry	NOUN
ihlr-22370	946	18	payments	payment	NOUN
ihlr-22370	946	19	.	.	PUNCT
ihlr-22370	947	1	even176	even176	NOUN
ihlr-22370	947	2	worse	bad	ADJ
ihlr-22370	947	3	,	,	PUNCT
ihlr-22370	947	4	among	among	ADP
ihlr-22370	947	5	patients	patient	NOUN
ihlr-22370	947	6	who	who	PRON
ihlr-22370	947	7	believed	believe	VERB
ihlr-22370	947	8	that	that	SCONJ
ihlr-22370	947	9	their	their	PRON
ihlr-22370	947	10	physician	physician	NOUN
ihlr-22370	947	11	did	do	AUX
ihlr-22370	947	12	not	not	PART
ihlr-22370	947	13	receive	receive	VERB
ihlr-22370	947	14	an	an	DET
ihlr-22370	947	15	industry	industry	NOUN
ihlr-22370	947	16	payment	payment	NOUN
ihlr-22370	947	17	,	,	PUNCT
ihlr-22370	947	18	a	a	DET
ihlr-22370	947	19	review	review	NOUN
ihlr-22370	947	20	of	of	ADP
ihlr-22370	947	21	the	the	DET
ihlr-22370	947	22	open	open	ADJ
ihlr-22370	947	23	payments	payment	NOUN
ihlr-22370	947	24	database	database	NOUN
ihlr-22370	947	25	revealed	reveal	VERB
ihlr-22370	947	26	that	that	SCONJ
ihlr-22370	947	27	41	41	NUM
ihlr-22370	947	28	%	%	NOUN
ihlr-22370	947	29	were	be	AUX
ihlr-22370	947	30	incorrect	incorrect	ADJ
ihlr-22370	947	31	.	.	PUNCT
ihlr-22370	948	1	thus	thus	ADV
ihlr-22370	948	2	,	,	PUNCT
ihlr-22370	948	3	a	a	DET
ihlr-22370	948	4	fair	fair	ADJ
ihlr-22370	948	5	number	number	NOUN
ihlr-22370	948	6	of	of	ADP
ihlr-22370	948	7	patients	patient	NOUN
ihlr-22370	948	8	may	may	AUX
ihlr-22370	948	9	mistakenly	mistakenly	ADV
ihlr-22370	948	10	assume	assume	VERB
ihlr-22370	948	11	that177	that177	PROPN
ihlr-22370	948	12	financial	financial	ADJ
ihlr-22370	948	13	ties	tie	NOUN
ihlr-22370	948	14	to	to	ADP
ihlr-22370	948	15	industry	industry	NOUN
ihlr-22370	948	16	do	do	AUX
ihlr-22370	948	17	not	not	PART
ihlr-22370	948	18	impact	impact	VERB
ihlr-22370	948	19	their	their	PRON
ihlr-22370	948	20	own	own	ADJ
ihlr-22370	948	21	personal	personal	ADJ
ihlr-22370	948	22	health	health	NOUN
ihlr-22370	948	23	care	care	NOUN
ihlr-22370	948	24	.	.	PUNCT
ihlr-22370	949	1	another	another	DET
ihlr-22370	949	2	possible	possible	ADJ
ihlr-22370	949	3	explanation	explanation	NOUN
ihlr-22370	949	4	for	for	ADP
ihlr-22370	949	5	the	the	DET
ihlr-22370	949	6	seemingly	seemingly	ADV
ihlr-22370	949	7	divergent	divergent	ADJ
ihlr-22370	949	8	patient	patient	ADJ
ihlr-22370	949	9	responses	response	NOUN
ihlr-22370	949	10	is	be	AUX
ihlr-22370	949	11	the	the	DET
ihlr-22370	949	12	stickiness	stickiness	NOUN
ihlr-22370	949	13	of	of	ADP
ihlr-22370	949	14	the	the	DET
ihlr-22370	949	15	doctor	doctor	NOUN
ihlr-22370	949	16	-	-	PUNCT
ihlr-22370	949	17	patient	patient	NOUN
ihlr-22370	949	18	relationship	relationship	NOUN
ihlr-22370	949	19	.	.	PUNCT
ihlr-22370	950	1	many	many	ADJ
ihlr-22370	950	2	patients	patient	NOUN
ihlr-22370	950	3	,	,	PUNCT
ihlr-22370	950	4	even	even	ADV
ihlr-22370	950	5	if	if	SCONJ
ihlr-22370	950	6	concerned	concern	VERB
ihlr-22370	950	7	about	about	ADP
ihlr-22370	950	8	a	a	DET
ihlr-22370	950	9	disclosed	disclose	VERB
ihlr-22370	950	10	financial	financial	ADJ
ihlr-22370	950	11	conflict	conflict	NOUN
ihlr-22370	950	12	,	,	PUNCT
ihlr-22370	950	13	likely	likely	ADV
ihlr-22370	950	14	find	find	VERB
ihlr-22370	950	15	it	it	PRON
ihlr-22370	950	16	difficult	difficult	ADJ
ihlr-22370	950	17	to	to	PART
ihlr-22370	950	18	contemplate	contemplate	VERB
ihlr-22370	950	19	terminating	terminate	VERB
ihlr-22370	950	20	their	their	PRON
ihlr-22370	950	21	relationships	relationship	NOUN
ihlr-22370	950	22	with	with	ADP
ihlr-22370	950	23	their	their	PRON
ihlr-22370	950	24	physicians	physician	NOUN
ihlr-22370	950	25	.	.	PUNCT
ihlr-22370	951	1	for	for	SCONJ
ihlr-22370	951	2	the	the	DET
ihlr-22370	951	3	mysterious	mysterious	ADJ
ihlr-22370	951	4	therapeutic	therapeutic	ADJ
ihlr-22370	951	5	healing	healing	NOUN
ihlr-22370	951	6	process	process	NOUN
ihlr-22370	951	7	to	to	PART
ihlr-22370	951	8	activate	activate	VERB
ihlr-22370	951	9	in	in	ADP
ihlr-22370	951	10	the	the	DET
ihlr-22370	951	11	doctor	doctor	NOUN
ihlr-22370	951	12	-	-	PUNCT
ihlr-22370	951	13	patient	patient	NOUN
ihlr-22370	951	14	relationship	relationship	NOUN
ihlr-22370	951	15	,	,	PUNCT
ihlr-22370	951	16	the	the	DET
ihlr-22370	951	17	patient	patient	NOUN
ihlr-22370	951	18	ordinarily	ordinarily	ADV
ihlr-22370	951	19	must	must	AUX
ihlr-22370	951	20	have	have	VERB
ihlr-22370	951	21	a	a	DET
ihlr-22370	951	22	certain	certain	ADJ
ihlr-22370	951	23	level	level	NOUN
ihlr-22370	951	24	of	of	ADP
ihlr-22370	951	25	trust	trust	NOUN
ihlr-22370	951	26	and	and	CCONJ
ihlr-22370	951	27	even	even	ADV
ihlr-22370	951	28	172	172	NUM
ihlr-22370	951	29	.	.	PUNCT
ihlr-22370	952	1	zuger	zuger	PROPN
ihlr-22370	952	2	,	,	PUNCT
ihlr-22370	952	3	supra	supra	PROPN
ihlr-22370	952	4	note	note	NOUN
ihlr-22370	952	5	6	6	NUM
ihlr-22370	952	6	,	,	PUNCT
ihlr-22370	952	7	at	at	ADP
ihlr-22370	952	8	1747	1747	NUM
ihlr-22370	952	9	.	.	PUNCT
ihlr-22370	953	1	173	173	NUM
ihlr-22370	953	2	.	.	PUNCT
ihlr-22370	954	1	see	see	VERB
ihlr-22370	954	2	supra	supra	PROPN
ihlr-22370	954	3	notes	note	VERB
ihlr-22370	954	4	47	47	NUM
ihlr-22370	954	5	to	to	PART
ihlr-22370	954	6	56	56	NUM
ihlr-22370	954	7	and	and	CCONJ
ihlr-22370	954	8	accompanying	accompany	VERB
ihlr-22370	954	9	text	text	NOUN
ihlr-22370	954	10	.	.	PUNCT
ihlr-22370	955	1	174	174	NUM
ihlr-22370	955	2	.	.	PUNCT
ihlr-22370	956	1	zuger	zuger	PROPN
ihlr-22370	956	2	,	,	PUNCT
ihlr-22370	956	3	supra	supra	PROPN
ihlr-22370	956	4	note	note	NOUN
ihlr-22370	956	5	6	6	NUM
ihlr-22370	956	6	,	,	PUNCT
ihlr-22370	956	7	at	at	ADP
ihlr-22370	956	8	1748	1748	NUM
ihlr-22370	956	9	.	.	PUNCT
ihlr-22370	957	1	175	175	NUM
ihlr-22370	957	2	.	.	PUNCT
ihlr-22370	958	1	pham	pham	PROPN
ihlr-22370	958	2	-	-	PUNCT
ihlr-22370	958	3	kanter	kanter	PROPN
ihlr-22370	958	4	,	,	PUNCT
ihlr-22370	958	5	supra	supra	PROPN
ihlr-22370	958	6	note	note	NOUN
ihlr-22370	958	7	4	4	NUM
ihlr-22370	958	8	.	.	NOUN
ihlr-22370	958	9	176	176	NUM
ihlr-22370	958	10	.	.	PUNCT
ihlr-22370	959	1	i	i	PRON
ihlr-22370	959	2	d.	d.	PROPN
ihlr-22370	959	3	177	177	NUM
ihlr-22370	959	4	.	.	PUNCT
ihlr-22370	960	1	i	i	PRON
ihlr-22370	960	2	d.	d.	PROPN
ihlr-22370	960	3	102	102	NUM
ihlr-22370	960	4	indiana	indiana	PROPN
ihlr-22370	960	5	health	health	PROPN
ihlr-22370	960	6	law	law	PROPN
ihlr-22370	960	7	review	review	NOUN
ihlr-22370	960	8	[	[	X
ihlr-22370	960	9	vol	vol	NOUN
ihlr-22370	960	10	.	.	PUNCT
ihlr-22370	961	1	15:67	15:67	NUM
ihlr-22370	961	2	uncritical	uncritical	ADJ
ihlr-22370	961	3	faith	faith	NOUN
ihlr-22370	961	4	in	in	ADP
ihlr-22370	961	5	the	the	DET
ihlr-22370	961	6	physician	physician	NOUN
ihlr-22370	961	7	.	.	PUNCT
ihlr-22370	962	1	a	a	DET
ihlr-22370	962	2	financial	financial	ADJ
ihlr-22370	962	3	conflicts	conflict	NOUN
ihlr-22370	962	4	disclosure	disclosure	NOUN
ihlr-22370	962	5	may	may	AUX
ihlr-22370	962	6	not	not	PART
ihlr-22370	962	7	be178	be178	ADV
ihlr-22370	962	8	enough	enough	ADJ
ihlr-22370	962	9	to	to	PART
ihlr-22370	962	10	jeopardize	jeopardize	VERB
ihlr-22370	962	11	that	that	DET
ihlr-22370	962	12	trust	trust	NOUN
ihlr-22370	962	13	and	and	CCONJ
ihlr-22370	962	14	motivate	motivate	VERB
ihlr-22370	962	15	the	the	DET
ihlr-22370	962	16	patient	patient	NOUN
ihlr-22370	962	17	to	to	PART
ihlr-22370	962	18	seek	seek	VERB
ihlr-22370	962	19	treatment	treatment	NOUN
ihlr-22370	962	20	elsewhere	elsewhere	ADV
ihlr-22370	962	21	.	.	PUNCT
ihlr-22370	963	1	indeed	indeed	ADV
ihlr-22370	963	2	,	,	PUNCT
ihlr-22370	963	3	a	a	DET
ihlr-22370	963	4	patient	patient	NOUN
ihlr-22370	963	5	may	may	AUX
ihlr-22370	963	6	be	be	AUX
ihlr-22370	963	7	less	less	ADV
ihlr-22370	963	8	tolerant	tolerant	ADJ
ihlr-22370	963	9	of	of	ADP
ihlr-22370	963	10	financial	financial	ADJ
ihlr-22370	963	11	conflicts	conflict	NOUN
ihlr-22370	963	12	generally179	generally179	PROPN
ihlr-22370	963	13	than	than	ADP
ihlr-22370	963	14	for	for	ADP
ihlr-22370	963	15	her	her	PRON
ihlr-22370	963	16	own	own	ADJ
ihlr-22370	963	17	physician	physician	NOUN
ihlr-22370	963	18	because	because	SCONJ
ihlr-22370	963	19	the	the	DET
ihlr-22370	963	20	personal	personal	ADJ
ihlr-22370	963	21	connection	connection	NOUN
ihlr-22370	963	22	formed	form	VERB
ihlr-22370	963	23	with	with	ADP
ihlr-22370	963	24	the	the	DET
ihlr-22370	963	25	physician	physician	NOUN
ihlr-22370	963	26	,	,	PUNCT
ihlr-22370	963	27	and	and	CCONJ
ihlr-22370	963	28	the	the	DET
ihlr-22370	963	29	special	special	ADJ
ihlr-22370	963	30	investment	investment	NOUN
ihlr-22370	963	31	in	in	ADP
ihlr-22370	963	32	the	the	DET
ihlr-22370	963	33	treatment	treatment	NOUN
ihlr-22370	963	34	relationship	relationship	NOUN
ihlr-22370	963	35	,	,	PUNCT
ihlr-22370	963	36	may	may	AUX
ihlr-22370	963	37	outweigh	outweigh	VERB
ihlr-22370	963	38	more	more	ADJ
ihlr-22370	963	39	abstract	abstract	ADJ
ihlr-22370	963	40	concerns	concern	NOUN
ihlr-22370	963	41	about	about	ADP
ihlr-22370	963	42	financial	financial	ADJ
ihlr-22370	963	43	conflicts	conflict	NOUN
ihlr-22370	963	44	.	.	PUNCT
ihlr-22370	964	1	another	another	DET
ihlr-22370	964	2	reason	reason	NOUN
ihlr-22370	964	3	for	for	ADP
ihlr-22370	964	4	stickiness180	stickiness180	PROPN
ihlr-22370	964	5	in	in	ADP
ihlr-22370	964	6	the	the	DET
ihlr-22370	964	7	doctor	doctor	NOUN
ihlr-22370	964	8	-	-	PUNCT
ihlr-22370	964	9	patient	patient	NOUN
ihlr-22370	964	10	relationship	relationship	NOUN
ihlr-22370	964	11	is	be	AUX
ihlr-22370	964	12	patient	patient	ADJ
ihlr-22370	964	13	realization	realization	NOUN
ihlr-22370	964	14	that	that	SCONJ
ihlr-22370	964	15	search	search	NOUN
ihlr-22370	964	16	costs	cost	NOUN
ihlr-22370	964	17	and	and	CCONJ
ihlr-22370	964	18	insurance	insurance	NOUN
ihlr-22370	964	19	coverage	coverage	NOUN
ihlr-22370	964	20	constraints	constraint	NOUN
ihlr-22370	964	21	may	may	AUX
ihlr-22370	964	22	make	make	VERB
ihlr-22370	964	23	it	it	PRON
ihlr-22370	964	24	hard	hard	ADJ
ihlr-22370	964	25	to	to	PART
ihlr-22370	964	26	change	change	VERB
ihlr-22370	964	27	physicians	physician	NOUN
ihlr-22370	964	28	anyway	anyway	ADV
ihlr-22370	964	29	.	.	PUNCT
ihlr-22370	965	1	unfortunately	unfortunately	ADV
ihlr-22370	965	2	,	,	PUNCT
ihlr-22370	965	3	while	while	SCONJ
ihlr-22370	965	4	these	these	DET
ihlr-22370	965	5	explanations	explanation	NOUN
ihlr-22370	965	6	of	of	ADP
ihlr-22370	965	7	patients	patient	NOUN
ihlr-22370	965	8	’	'	PUNCT
ihlr-22370	965	9	seemingly	seemingly	ADV
ihlr-22370	965	10	divergent	divergent	ADJ
ihlr-22370	965	11	views	view	NOUN
ihlr-22370	965	12	seem	seem	VERB
ihlr-22370	965	13	plausible	plausible	ADJ
ihlr-22370	965	14	,	,	PUNCT
ihlr-22370	965	15	they	they	PRON
ihlr-22370	965	16	also	also	ADV
ihlr-22370	965	17	are	be	AUX
ihlr-22370	965	18	highly	highly	ADV
ihlr-22370	965	19	speculative	speculative	ADJ
ihlr-22370	965	20	.	.	PUNCT
ihlr-22370	966	1	we	we	PRON
ihlr-22370	966	2	just	just	ADV
ihlr-22370	966	3	do	do	AUX
ihlr-22370	966	4	not	not	PART
ihlr-22370	966	5	know	know	VERB
ihlr-22370	966	6	enough	enough	ADJ
ihlr-22370	966	7	at	at	ADP
ihlr-22370	966	8	present	present	ADJ
ihlr-22370	966	9	about	about	ADP
ihlr-22370	966	10	the	the	DET
ihlr-22370	966	11	full	full	ADJ
ihlr-22370	966	12	scope	scope	NOUN
ihlr-22370	966	13	of	of	ADP
ihlr-22370	966	14	patient	patient	ADJ
ihlr-22370	966	15	expectations	expectation	NOUN
ihlr-22370	966	16	and	and	CCONJ
ihlr-22370	966	17	attitudes	attitude	NOUN
ihlr-22370	966	18	about	about	ADP
ihlr-22370	966	19	industry	industry	NOUN
ihlr-22370	966	20	-	-	PUNCT
ihlr-22370	966	21	medicine	medicine	NOUN
ihlr-22370	966	22	financial	financial	ADJ
ihlr-22370	966	23	relationships	relationship	NOUN
ihlr-22370	966	24	.	.	PUNCT
ihlr-22370	967	1	further	further	ADJ
ihlr-22370	967	2	research	research	NOUN
ihlr-22370	967	3	is	be	AUX
ihlr-22370	967	4	needed	need	VERB
ihlr-22370	967	5	to	to	PART
ihlr-22370	967	6	get	get	VERB
ihlr-22370	967	7	a	a	DET
ihlr-22370	967	8	better	well	ADJ
ihlr-22370	967	9	handle	handle	NOUN
ihlr-22370	967	10	on	on	ADP
ihlr-22370	967	11	what	what	PRON
ihlr-22370	967	12	patients	patient	NOUN
ihlr-22370	967	13	really	really	ADV
ihlr-22370	967	14	think	think	VERB
ihlr-22370	967	15	about	about	ADP
ihlr-22370	967	16	financial	financial	ADJ
ihlr-22370	967	17	conflicts	conflict	NOUN
ihlr-22370	967	18	and	and	CCONJ
ihlr-22370	967	19	why	why	SCONJ
ihlr-22370	967	20	.	.	PUNCT
ihlr-22370	968	1	e.	e.	PROPN
ihlr-22370	968	2	role	role	NOUN
ihlr-22370	968	3	of	of	ADP
ihlr-22370	968	4	conflict	conflict	NOUN
ihlr-22370	968	5	of	of	ADP
ihlr-22370	968	6	interest	interest	NOUN
ihlr-22370	968	7	committees	committee	NOUN
ihlr-22370	968	8	an	an	DET
ihlr-22370	968	9	important	important	ADJ
ihlr-22370	968	10	but	but	CCONJ
ihlr-22370	968	11	underappreciated	underappreciated	ADJ
ihlr-22370	968	12	entity	entity	NOUN
ihlr-22370	968	13	in	in	ADP
ihlr-22370	968	14	the	the	DET
ihlr-22370	968	15	regulatory	regulatory	ADJ
ihlr-22370	968	16	space	space	NOUN
ihlr-22370	968	17	concerning	concern	VERB
ihlr-22370	968	18	financial	financial	ADJ
ihlr-22370	968	19	conflicts	conflict	NOUN
ihlr-22370	968	20	is	be	AUX
ihlr-22370	968	21	the	the	DET
ihlr-22370	968	22	institutional	institutional	ADJ
ihlr-22370	968	23	conflict	conflict	NOUN
ihlr-22370	968	24	of	of	ADP
ihlr-22370	968	25	interest	interest	NOUN
ihlr-22370	968	26	committee	committee	PROPN
ihlr-22370	968	27	(	(	PUNCT
ihlr-22370	968	28	coic	coic	ADJ
ihlr-22370	968	29	)	)	PUNCT
ihlr-22370	968	30	.	.	PUNCT
ihlr-22370	969	1	coics	coic	NOUN
ihlr-22370	969	2	exist	exist	VERB
ihlr-22370	969	3	at	at	ADP
ihlr-22370	969	4	most	most	ADJ
ihlr-22370	969	5	major	major	ADJ
ihlr-22370	969	6	medical	medical	ADJ
ihlr-22370	969	7	centers	center	NOUN
ihlr-22370	969	8	and	and	CCONJ
ihlr-22370	969	9	health	health	NOUN
ihlr-22370	969	10	systems	system	NOUN
ihlr-22370	969	11	.	.	PUNCT
ihlr-22370	970	1	usually	usually	ADV
ihlr-22370	970	2	established	establish	VERB
ihlr-22370	970	3	pursuant	pursuant	ADV
ihlr-22370	970	4	to	to	ADP
ihlr-22370	970	5	internal	internal	ADJ
ihlr-22370	970	6	institutional	institutional	ADJ
ihlr-22370	970	7	policies	policy	NOUN
ihlr-22370	970	8	,	,	PUNCT
ihlr-22370	970	9	they	they	PRON
ihlr-22370	970	10	are	be	AUX
ihlr-22370	970	11	comprised	comprise	VERB
ihlr-22370	970	12	of	of	ADP
ihlr-22370	970	13	a	a	DET
ihlr-22370	970	14	mix	mix	NOUN
ihlr-22370	970	15	of	of	ADP
ihlr-22370	970	16	physician	physician	NOUN
ihlr-22370	970	17	and	and	CCONJ
ihlr-22370	970	18	medical	medical	ADJ
ihlr-22370	970	19	center	center	NOUN
ihlr-22370	970	20	administrative	administrative	ADJ
ihlr-22370	970	21	staff	staff	NOUN
ihlr-22370	970	22	.	.	PUNCT
ihlr-22370	971	1	certain	certain	ADJ
ihlr-22370	971	2	financial181	financial181	PROPN
ihlr-22370	971	3	relationships	relationship	NOUN
ihlr-22370	971	4	between	between	ADP
ihlr-22370	971	5	the	the	DET
ihlr-22370	971	6	medical	medical	ADJ
ihlr-22370	971	7	center	center	NOUN
ihlr-22370	971	8	,	,	PUNCT
ihlr-22370	971	9	staff	staff	NOUN
ihlr-22370	971	10	physicians	physician	NOUN
ihlr-22370	971	11	,	,	PUNCT
ihlr-22370	971	12	and	and	CCONJ
ihlr-22370	971	13	industry	industry	NOUN
ihlr-22370	971	14	will	will	AUX
ihlr-22370	971	15	be	be	AUX
ihlr-22370	971	16	referred	refer	VERB
ihlr-22370	971	17	to	to	ADP
ihlr-22370	971	18	and	and	CCONJ
ihlr-22370	971	19	reviewed	review	VERB
ihlr-22370	971	20	by	by	ADP
ihlr-22370	971	21	the	the	DET
ihlr-22370	971	22	coic	coic	NOUN
ihlr-22370	971	23	.	.	PUNCT
ihlr-22370	972	1	these	these	DET
ihlr-22370	972	2	committees	committee	NOUN
ihlr-22370	972	3	can	can	AUX
ihlr-22370	972	4	act	act	VERB
ihlr-22370	972	5	as	as	ADP
ihlr-22370	972	6	proxies	proxy	NOUN
ihlr-22370	972	7	for	for	ADP
ihlr-22370	972	8	patients	patient	NOUN
ihlr-22370	972	9	and	and	CCONJ
ihlr-22370	972	10	research	research	NOUN
ihlr-22370	972	11	subjects	subject	NOUN
ihlr-22370	972	12	,	,	PUNCT
ihlr-22370	972	13	and	and	CCONJ
ihlr-22370	972	14	in	in	ADP
ihlr-22370	972	15	theory	theory	NOUN
ihlr-22370	972	16	,	,	PUNCT
ihlr-22370	972	17	can	can	AUX
ihlr-22370	972	18	better	well	ADV
ihlr-22370	972	19	assess	assess	VERB
ihlr-22370	972	20	and	and	CCONJ
ihlr-22370	972	21	interpret	interpret	VERB
ihlr-22370	972	22	the	the	DET
ihlr-22370	972	23	relevant	relevant	ADJ
ihlr-22370	972	24	conflicts	conflict	NOUN
ihlr-22370	972	25	disclosures	disclosure	NOUN
ihlr-22370	972	26	.	.	PUNCT
ihlr-22370	973	1	apart	apart	ADV
ihlr-22370	973	2	from	from	ADP
ihlr-22370	973	3	internal	internal	ADJ
ihlr-22370	973	4	institutional	institutional	ADJ
ihlr-22370	973	5	policies	policy	NOUN
ihlr-22370	973	6	,	,	PUNCT
ihlr-22370	973	7	federal	federal	ADJ
ihlr-22370	973	8	research	research	NOUN
ihlr-22370	973	9	regulations	regulation	NOUN
ihlr-22370	973	10	also	also	ADV
ihlr-22370	973	11	contemplate	contemplate	VERB
ihlr-22370	973	12	an	an	DET
ihlr-22370	973	13	active	active	ADJ
ihlr-22370	973	14	role	role	NOUN
ihlr-22370	973	15	for	for	ADP
ihlr-22370	973	16	coics	coic	NOUN
ihlr-22370	973	17	in	in	ADP
ihlr-22370	973	18	monitoring	monitor	VERB
ihlr-22370	973	19	financial	financial	ADJ
ihlr-22370	973	20	conflicts	conflict	NOUN
ihlr-22370	973	21	.	.	PUNCT
ihlr-22370	974	1	for	for	ADP
ihlr-22370	974	2	example	example	NOUN
ihlr-22370	974	3	,	,	PUNCT
ihlr-22370	974	4	the	the	DET
ihlr-22370	974	5	nih	nih	PROPN
ihlr-22370	974	6	regulations	regulations	PROPN
ihlr-22370	974	7	require	require	VERB
ihlr-22370	974	8	that	that	SCONJ
ihlr-22370	974	9	nih	nih	PROPN
ihlr-22370	974	10	grantees	grantee	NOUN
ihlr-22370	974	11	disclose	disclose	VERB
ihlr-22370	974	12	to	to	ADP
ihlr-22370	974	13	their	their	PRON
ihlr-22370	974	14	institutions	institution	NOUN
ihlr-22370	974	15	“	"	PUNCT
ihlr-22370	974	16	significant	significant	ADJ
ihlr-22370	974	17	financial	financial	ADJ
ihlr-22370	974	18	interests	interest	NOUN
ihlr-22370	974	19	,	,	PUNCT
ihlr-22370	974	20	”	"	PUNCT
ihlr-22370	974	21	such	such	ADJ
ihlr-22370	974	22	as	as	ADP
ihlr-22370	974	23	consulting	consult	VERB
ihlr-22370	974	24	payments	payment	NOUN
ihlr-22370	974	25	or182	or182	PROPN
ihlr-22370	974	26	equity	equity	NOUN
ihlr-22370	974	27	interests	interest	NOUN
ihlr-22370	974	28	that	that	PRON
ihlr-22370	974	29	relate	relate	VERB
ihlr-22370	974	30	to	to	ADP
ihlr-22370	974	31	their	their	PRON
ihlr-22370	974	32	research	research	NOUN
ihlr-22370	974	33	-	-	PUNCT
ihlr-22370	974	34	related	relate	VERB
ihlr-22370	974	35	activities	activity	NOUN
ihlr-22370	974	36	.	.	PUNCT
ihlr-22370	975	1	the	the	DET
ihlr-22370	975	2	institution183	institution183	PROPN
ihlr-22370	975	3	must	must	AUX
ihlr-22370	975	4	then	then	ADV
ihlr-22370	975	5	evaluate	evaluate	VERB
ihlr-22370	975	6	the	the	DET
ihlr-22370	975	7	disclosed	disclose	VERB
ihlr-22370	975	8	financial	financial	ADJ
ihlr-22370	975	9	relationship	relationship	NOUN
ihlr-22370	975	10	and	and	CCONJ
ihlr-22370	975	11	report	report	VERB
ihlr-22370	975	12	to	to	ADP
ihlr-22370	975	13	the	the	DET
ihlr-22370	975	14	public	public	ADJ
ihlr-22370	975	15	health	health	NOUN
ihlr-22370	975	16	service	service	NOUN
ihlr-22370	975	17	any	any	DET
ihlr-22370	975	18	interests	interest	NOUN
ihlr-22370	975	19	identified	identify	VERB
ihlr-22370	975	20	as	as	ADP
ihlr-22370	975	21	conflicting	conflicting	ADJ
ihlr-22370	975	22	and	and	CCONJ
ihlr-22370	975	23	the	the	DET
ihlr-22370	975	24	institution	institution	NOUN
ihlr-22370	975	25	’s	’s	PART
ihlr-22370	975	26	178	178	NUM
ihlr-22370	975	27	.	.	PUNCT
ihlr-22370	976	1	see	see	VERB
ihlr-22370	976	2	generally	generally	ADV
ihlr-22370	976	3	mark	mark	PROPN
ihlr-22370	976	4	a.	a.	PROPN
ihlr-22370	976	5	hall	hall	PROPN
ihlr-22370	976	6	,	,	PUNCT
ihlr-22370	976	7	law	law	NOUN
ihlr-22370	976	8	,	,	PUNCT
ihlr-22370	976	9	medicine	medicine	NOUN
ihlr-22370	976	10	,	,	PUNCT
ihlr-22370	976	11	and	and	CCONJ
ihlr-22370	976	12	trust	trust	NOUN
ihlr-22370	976	13	,	,	PUNCT
ihlr-22370	976	14	55	55	NUM
ihlr-22370	976	15	stan	stan	NOUN
ihlr-22370	976	16	.	.	PUNCT
ihlr-22370	977	1	l.	l.	PROPN
ihlr-22370	977	2	rev	rev	PROPN
ihlr-22370	977	3	.	.	PROPN
ihlr-22370	978	1	463	463	NUM
ihlr-22370	978	2	(	(	PUNCT
ihlr-22370	978	3	2002	2002	NUM
ihlr-22370	978	4	)	)	PUNCT
ihlr-22370	978	5	.	.	PUNCT
ihlr-22370	979	1	179	179	NUM
ihlr-22370	979	2	.	.	PUNCT
ihlr-22370	980	1	genevieve	genevieve	PROPN
ihlr-22370	980	2	pham	pham	PROPN
ihlr-22370	980	3	-	-	PUNCT
ihlr-22370	980	4	kanter	kanter	PROPN
ihlr-22370	980	5	,	,	PUNCT
ihlr-22370	980	6	act	act	VERB
ihlr-22370	980	7	ii	ii	PROPN
ihlr-22370	980	8	of	of	ADP
ihlr-22370	980	9	the	the	DET
ihlr-22370	980	10	sunshine	sunshine	PROPN
ihlr-22370	980	11	act	act	PROPN
ihlr-22370	980	12	,	,	PUNCT
ihlr-22370	980	13	plos	plos	PROPN
ihlr-22370	980	14	med	med	PROPN
ihlr-22370	980	15	.	.	PUNCT
ihlr-22370	981	1	(	(	PUNCT
ihlr-22370	981	2	nov	nov	PROPN
ihlr-22370	981	3	.	.	PROPN
ihlr-22370	981	4	4	4	NUM
ihlr-22370	981	5	,	,	PUNCT
ihlr-22370	981	6	2014	2014	NUM
ihlr-22370	981	7	)	)	PUNCT
ihlr-22370	981	8	,	,	PUNCT
ihlr-22370	981	9	http://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1001754&type=printable	http://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1001754&type=printable	PROPN
ihlr-22370	982	1	[	[	X
ihlr-22370	982	2	https://perma.cc/t6cb-mvxx	https://perma.cc/t6cb-mvxx	ADJ
ihlr-22370	982	3	]	]	X
ihlr-22370	982	4	.	.	PUNCT
ihlr-22370	983	1	180	180	NUM
ihlr-22370	983	2	.	.	PUNCT
ihlr-22370	983	3	zuger	zuger	PROPN
ihlr-22370	983	4	,	,	PUNCT
ihlr-22370	983	5	supra	supra	PROPN
ihlr-22370	983	6	note	note	NOUN
ihlr-22370	983	7	6	6	NUM
ihlr-22370	983	8	,	,	PUNCT
ihlr-22370	983	9	at	at	ADP
ihlr-22370	983	10	1748	1748	NUM
ihlr-22370	983	11	.	.	PUNCT
ihlr-22370	984	1	181	181	NUM
ihlr-22370	984	2	.	.	PUNCT
ihlr-22370	985	1	see	see	VERB
ihlr-22370	985	2	,	,	PUNCT
ihlr-22370	985	3	e.g.	e.g.	ADV
ihlr-22370	985	4	,	,	PUNCT
ihlr-22370	985	5	northwestern	northwestern	ADJ
ihlr-22370	985	6	university	university	NOUN
ihlr-22370	985	7	conflict	conflict	NOUN
ihlr-22370	985	8	of	of	ADP
ihlr-22370	985	9	interest	interest	NOUN
ihlr-22370	985	10	committee	committee	PROPN
ihlr-22370	985	11	oversight	oversight	NOUN
ihlr-22370	985	12	guidelines	guideline	NOUN
ihlr-22370	985	13	,	,	PUNCT
ihlr-22370	985	14	nw	nw	INTJ
ihlr-22370	985	15	.	.	PUNCT
ihlr-22370	986	1	u.	u.	PROPN
ihlr-22370	986	2	(	(	PUNCT
ihlr-22370	986	3	oct	oct	PROPN
ihlr-22370	986	4	.	.	PROPN
ihlr-22370	986	5	20	20	NUM
ihlr-22370	986	6	,	,	PUNCT
ihlr-22370	986	7	2014	2014	NUM
ihlr-22370	986	8	)	)	PUNCT
ihlr-22370	986	9	,	,	PUNCT
ihlr-22370	986	10	h	h	NOUN
ihlr-22370	986	11	t	t	NOUN
ihlr-22370	986	12	tp	tp	X
ihlr-22370	986	13	:	:	PUNCT
ihlr-22370	986	14	/	/	SYM
ihlr-22370	987	1	/www.nor	/www.nor	NOUN
ihlr-22370	987	2	thwestern	thwestern	ADJ
ihlr-22370	987	3	.edu	.edu	PUNCT
ihlr-22370	988	1	/coi	/coi	PRON
ihlr-22370	988	2	/	/	SYM
ihlr-22370	988	3	commit	commit	VERB
ihlr-22370	988	4	tees	tee	NOUN
ihlr-22370	988	5	/	/	SYM
ihlr-22370	988	6	coioc_final_guidelines_final.pdf	coioc_final_guidelines_final.pdf	NOUN
ihlr-22370	989	1	[	[	X
ihlr-22370	989	2	https://perma.cc/4g3n-5klj	https://perma.cc/4g3n-5klj	X
ihlr-22370	989	3	]	]	X
ihlr-22370	989	4	;	;	PUNCT
ihlr-22370	989	5	see	see	VERB
ihlr-22370	989	6	also	also	ADV
ihlr-22370	989	7	conflict	conflict	NOUN
ihlr-22370	989	8	of	of	ADP
ihlr-22370	989	9	interest	interest	NOUN
ihlr-22370	989	10	(	(	PUNCT
ihlr-22370	989	11	coi	coi	NOUN
ihlr-22370	989	12	)	)	PUNCT
ihlr-22370	989	13	,	,	PUNCT
ihlr-22370	989	14	u.	u.	PROPN
ihlr-22370	989	15	mich	mich	PROPN
ihlr-22370	989	16	.	.	PUNCT
ihlr-22370	990	1	res	re	NOUN
ihlr-22370	990	2	.	.	PUNCT
ihlr-22370	991	1	ethics	ethic	NOUN
ihlr-22370	991	2	&	&	CCONJ
ihlr-22370	991	3	compliance	compliance	NOUN
ihlr-22370	991	4	,	,	PUNCT
ihlr-22370	991	5	http://research-compliance.umich.edu/conflictinterest-coi	http://research-compliance.umich.edu/conflictinterest-coi	NOUN
ihlr-22370	992	1	[	[	X
ihlr-22370	992	2	https://perma.cc/h6ln-5whe	https://perma.cc/h6ln-5whe	NOUN
ihlr-22370	992	3	]	]	X
ihlr-22370	992	4	(	(	PUNCT
ihlr-22370	992	5	last	last	ADV
ihlr-22370	992	6	visited	visit	VERB
ihlr-22370	992	7	sept	sept	PROPN
ihlr-22370	992	8	.	.	PROPN
ihlr-22370	992	9	9	9	NUM
ihlr-22370	992	10	,	,	PUNCT
ihlr-22370	992	11	2017	2017	NUM
ihlr-22370	992	12	)	)	PUNCT
ihlr-22370	992	13	.	.	PUNCT
ihlr-22370	993	1	182	182	NUM
ihlr-22370	993	2	.	.	X
ihlr-22370	994	1	42	42	NUM
ihlr-22370	994	2	c.f.r	c.f.r	NOUN
ihlr-22370	994	3	.	.	PUNCT
ihlr-22370	995	1	§	§	PROPN
ihlr-22370	995	2	50.604(e	50.604(e	PROPN
ihlr-22370	995	3	)	)	PUNCT
ihlr-22370	995	4	.	.	PUNCT
ihlr-22370	996	1	183	183	NUM
ihlr-22370	996	2	.	.	X
ihlr-22370	997	1	42	42	NUM
ihlr-22370	997	2	c.f.r	c.f.r	NOUN
ihlr-22370	997	3	.	.	PUNCT
ihlr-22370	998	1	§	§	PROPN
ihlr-22370	998	2	50.603	50.603	NUM
ihlr-22370	998	3	.	.	PUNCT
ihlr-22370	999	1	https://doi.org/10.1371/journal.pmed.1001754	https://doi.org/10.1371/journal.pmed.1001754	PROPN
ihlr-22370	999	2	2018	2018	NUM
ihlr-22370	999	3	]	]	PUNCT
ihlr-22370	999	4	financial	financial	ADJ
ihlr-22370	999	5	conflicts	conflict	NOUN
ihlr-22370	999	6	in	in	ADP
ihlr-22370	999	7	the	the	DET
ihlr-22370	999	8	new	new	ADJ
ihlr-22370	999	9	era	era	NOUN
ihlr-22370	999	10	of	of	ADP
ihlr-22370	999	11	sunshine	sunshine	NOUN
ihlr-22370	999	12	103	103	NUM
ihlr-22370	999	13	management	management	NOUN
ihlr-22370	999	14	plan	plan	NOUN
ihlr-22370	999	15	for	for	ADP
ihlr-22370	999	16	dealing	deal	VERB
ihlr-22370	999	17	with	with	ADP
ihlr-22370	999	18	the	the	DET
ihlr-22370	999	19	conflict	conflict	NOUN
ihlr-22370	999	20	.	.	PUNCT
ihlr-22370	1000	1	coics	coic	NOUN
ihlr-22370	1000	2	usually	usually	ADV
ihlr-22370	1000	3	perform	perform	VERB
ihlr-22370	1000	4	this184	this184	PROPN
ihlr-22370	1000	5	important	important	ADJ
ihlr-22370	1000	6	required	require	VERB
ihlr-22370	1000	7	review	review	NOUN
ihlr-22370	1000	8	at	at	ADP
ihlr-22370	1000	9	the	the	DET
ihlr-22370	1000	10	institutional	institutional	ADJ
ihlr-22370	1000	11	level	level	NOUN
ihlr-22370	1000	12	for	for	ADP
ihlr-22370	1000	13	financial	financial	ADJ
ihlr-22370	1000	14	relationships	relationship	NOUN
ihlr-22370	1000	15	that	that	PRON
ihlr-22370	1000	16	trigger	trigger	VERB
ihlr-22370	1000	17	the	the	DET
ihlr-22370	1000	18	nih	nih	PROPN
ihlr-22370	1000	19	reporting	reporting	NOUN
ihlr-22370	1000	20	requirement	requirement	NOUN
ihlr-22370	1000	21	.	.	PUNCT
ihlr-22370	1001	1	in	in	ADP
ihlr-22370	1001	2	coming	come	VERB
ihlr-22370	1001	3	up	up	ADP
ihlr-22370	1001	4	with	with	ADP
ihlr-22370	1001	5	management	management	NOUN
ihlr-22370	1001	6	plans	plan	NOUN
ihlr-22370	1001	7	,	,	PUNCT
ihlr-22370	1001	8	coics	coic	NOUN
ihlr-22370	1001	9	have	have	VERB
ihlr-22370	1001	10	tremendous	tremendous	ADJ
ihlr-22370	1001	11	discretion	discretion	NOUN
ihlr-22370	1001	12	to	to	PART
ihlr-22370	1001	13	impose	impose	VERB
ihlr-22370	1001	14	safeguards	safeguard	NOUN
ihlr-22370	1001	15	that	that	SCONJ
ihlr-22370	1001	16	they	they	PRON
ihlr-22370	1001	17	feel	feel	VERB
ihlr-22370	1001	18	adequately	adequately	ADV
ihlr-22370	1001	19	address	address	VERB
ihlr-22370	1001	20	a	a	DET
ihlr-22370	1001	21	financial	financial	ADJ
ihlr-22370	1001	22	relationship	relationship	NOUN
ihlr-22370	1001	23	they	they	PRON
ihlr-22370	1001	24	have	have	AUX
ihlr-22370	1001	25	identified	identify	VERB
ihlr-22370	1001	26	as	as	ADP
ihlr-22370	1001	27	conflicting	conflict	VERB
ihlr-22370	1001	28	.	.	PUNCT
ihlr-22370	1002	1	for	for	ADP
ihlr-22370	1002	2	example	example	NOUN
ihlr-22370	1002	3	,	,	PUNCT
ihlr-22370	1002	4	coics	coic	NOUN
ihlr-22370	1002	5	can	can	AUX
ihlr-22370	1002	6	choose	choose	VERB
ihlr-22370	1002	7	to	to	PART
ihlr-22370	1002	8	require	require	VERB
ihlr-22370	1002	9	the	the	DET
ihlr-22370	1002	10	investigator	investigator	NOUN
ihlr-22370	1002	11	to	to	PART
ihlr-22370	1002	12	disclose	disclose	VERB
ihlr-22370	1002	13	the	the	DET
ihlr-22370	1002	14	conflict	conflict	NOUN
ihlr-22370	1002	15	in	in	ADP
ihlr-22370	1002	16	all	all	DET
ihlr-22370	1002	17	published	publish	VERB
ihlr-22370	1002	18	studies	study	NOUN
ihlr-22370	1002	19	resulting	result	VERB
ihlr-22370	1002	20	from	from	ADP
ihlr-22370	1002	21	the	the	DET
ihlr-22370	1002	22	research	research	NOUN
ihlr-22370	1002	23	,	,	PUNCT
ihlr-22370	1002	24	move	move	VERB
ihlr-22370	1002	25	the	the	DET
ihlr-22370	1002	26	research	research	NOUN
ihlr-22370	1002	27	to	to	ADP
ihlr-22370	1002	28	another	another	DET
ihlr-22370	1002	29	site	site	NOUN
ihlr-22370	1002	30	,	,	PUNCT
ihlr-22370	1002	31	or	or	CCONJ
ihlr-22370	1002	32	ban	ban	VERB
ihlr-22370	1002	33	the	the	DET
ihlr-22370	1002	34	conflicted	conflicted	ADJ
ihlr-22370	1002	35	investigator	investigator	NOUN
ihlr-22370	1002	36	from	from	ADP
ihlr-22370	1002	37	directly	directly	ADV
ihlr-22370	1002	38	enrolling	enrol	VERB
ihlr-22370	1002	39	subjects	subject	NOUN
ihlr-22370	1002	40	for	for	ADP
ihlr-22370	1002	41	the	the	DET
ihlr-22370	1002	42	research	research	NOUN
ihlr-22370	1002	43	.	.	PUNCT
ihlr-22370	1003	1	similarly	similarly	ADV
ihlr-22370	1003	2	,	,	PUNCT
ihlr-22370	1003	3	guidance	guidance	NOUN
ihlr-22370	1003	4	from	from	ADP
ihlr-22370	1003	5	the	the	DET
ihlr-22370	1003	6	department	department	NOUN
ihlr-22370	1003	7	of	of	ADP
ihlr-22370	1003	8	health	health	PROPN
ihlr-22370	1003	9	and	and	CCONJ
ihlr-22370	1003	10	human185	human185	PROPN
ihlr-22370	1003	11	services	service	NOUN
ihlr-22370	1003	12	(	(	PUNCT
ihlr-22370	1003	13	hhs	hhs	NOUN
ihlr-22370	1003	14	)	)	PUNCT
ihlr-22370	1003	15	urges	urge	VERB
ihlr-22370	1003	16	medical	medical	ADJ
ihlr-22370	1003	17	centers	center	NOUN
ihlr-22370	1003	18	where	where	SCONJ
ihlr-22370	1003	19	hhs	hhs	PROPN
ihlr-22370	1003	20	funded	fund	VERB
ihlr-22370	1003	21	research	research	NOUN
ihlr-22370	1003	22	is	be	AUX
ihlr-22370	1003	23	conducted	conduct	VERB
ihlr-22370	1003	24	to	to	PART
ihlr-22370	1003	25	make	make	VERB
ihlr-22370	1003	26	distinct	distinct	ADJ
ihlr-22370	1003	27	use	use	NOUN
ihlr-22370	1003	28	of	of	ADP
ihlr-22370	1003	29	their	their	PRON
ihlr-22370	1003	30	own	own	ADJ
ihlr-22370	1003	31	coics	coic	NOUN
ihlr-22370	1003	32	to	to	PART
ihlr-22370	1003	33	monitor	monitor	VERB
ihlr-22370	1003	34	and	and	CCONJ
ihlr-22370	1003	35	address	address	VERB
ihlr-22370	1003	36	recurring	recur	VERB
ihlr-22370	1003	37	issues	issue	NOUN
ihlr-22370	1003	38	of	of	ADP
ihlr-22370	1003	39	financial	financial	ADJ
ihlr-22370	1003	40	conflict	conflict	NOUN
ihlr-22370	1003	41	of	of	ADP
ihlr-22370	1003	42	interest	interest	NOUN
ihlr-22370	1003	43	for	for	ADP
ihlr-22370	1003	44	both	both	CCONJ
ihlr-22370	1003	45	the	the	DET
ihlr-22370	1003	46	investigators	investigator	NOUN
ihlr-22370	1003	47	doing	do	VERB
ihlr-22370	1003	48	the	the	DET
ihlr-22370	1003	49	clinical	clinical	ADJ
ihlr-22370	1003	50	trial	trial	NOUN
ihlr-22370	1003	51	work	work	NOUN
ihlr-22370	1003	52	and	and	CCONJ
ihlr-22370	1003	53	for	for	ADP
ihlr-22370	1003	54	the	the	DET
ihlr-22370	1003	55	institutions	institution	NOUN
ihlr-22370	1003	56	as	as	ADP
ihlr-22370	1003	57	a	a	DET
ihlr-22370	1003	58	whole.186	whole.186	NOUN
ihlr-22370	1003	59	thus	thus	ADV
ihlr-22370	1003	60	,	,	PUNCT
ihlr-22370	1003	61	as	as	SCONJ
ihlr-22370	1003	62	the	the	DET
ihlr-22370	1003	63	sunshine	sunshine	PROPN
ihlr-22370	1003	64	act	act	NOUN
ihlr-22370	1003	65	generates	generate	VERB
ihlr-22370	1003	66	information	information	NOUN
ihlr-22370	1003	67	about	about	ADP
ihlr-22370	1003	68	industry	industry	NOUN
ihlr-22370	1003	69	-	-	PUNCT
ihlr-22370	1003	70	medicine	medicine	NOUN
ihlr-22370	1003	71	financial	financial	ADJ
ihlr-22370	1003	72	ties	tie	NOUN
ihlr-22370	1003	73	,	,	PUNCT
ihlr-22370	1003	74	more	more	ADJ
ihlr-22370	1003	75	questions	question	NOUN
ihlr-22370	1003	76	about	about	ADP
ihlr-22370	1003	77	specific	specific	ADJ
ihlr-22370	1003	78	financial	financial	ADJ
ihlr-22370	1003	79	relationships	relationship	NOUN
ihlr-22370	1003	80	uncovered	uncover	VERB
ihlr-22370	1003	81	can	can	AUX
ihlr-22370	1003	82	be	be	AUX
ihlr-22370	1003	83	expected	expect	VERB
ihlr-22370	1003	84	to	to	PART
ihlr-22370	1003	85	be	be	AUX
ihlr-22370	1003	86	referred	refer	VERB
ihlr-22370	1003	87	to	to	ADP
ihlr-22370	1003	88	coics	coic	NOUN
ihlr-22370	1003	89	at	at	ADP
ihlr-22370	1003	90	the	the	DET
ihlr-22370	1003	91	applicable	applicable	ADJ
ihlr-22370	1003	92	institutions	institution	NOUN
ihlr-22370	1003	93	.	.	PUNCT
ihlr-22370	1004	1	coics	coic	NOUN
ihlr-22370	1004	2	will	will	AUX
ihlr-22370	1004	3	play	play	VERB
ihlr-22370	1004	4	a	a	DET
ihlr-22370	1004	5	critical	critical	ADJ
ihlr-22370	1004	6	role	role	NOUN
ihlr-22370	1004	7	on	on	ADP
ihlr-22370	1004	8	the	the	DET
ihlr-22370	1004	9	ground	ground	NOUN
ihlr-22370	1004	10	in	in	ADP
ihlr-22370	1004	11	how	how	SCONJ
ihlr-22370	1004	12	most	most	ADJ
ihlr-22370	1004	13	institutions	institution	NOUN
ihlr-22370	1004	14	respond	respond	VERB
ihlr-22370	1004	15	to	to	ADP
ihlr-22370	1004	16	and	and	CCONJ
ihlr-22370	1004	17	manage	manage	VERB
ihlr-22370	1004	18	newly	newly	ADV
ihlr-22370	1004	19	identified	identify	VERB
ihlr-22370	1004	20	financial	financial	ADJ
ihlr-22370	1004	21	ties	tie	NOUN
ihlr-22370	1004	22	that	that	PRON
ihlr-22370	1004	23	have	have	AUX
ihlr-22370	1004	24	been	be	AUX
ihlr-22370	1004	25	revealed	reveal	VERB
ihlr-22370	1004	26	through	through	ADP
ihlr-22370	1004	27	greater	great	ADJ
ihlr-22370	1004	28	transparency	transparency	NOUN
ihlr-22370	1004	29	.	.	PUNCT
ihlr-22370	1005	1	but	but	CCONJ
ihlr-22370	1005	2	there	there	PRON
ihlr-22370	1005	3	is	be	VERB
ihlr-22370	1005	4	a	a	DET
ihlr-22370	1005	5	striking	striking	ADJ
ihlr-22370	1005	6	dearth	dearth	NOUN
ihlr-22370	1005	7	of	of	ADP
ihlr-22370	1005	8	information	information	NOUN
ihlr-22370	1005	9	about	about	ADP
ihlr-22370	1005	10	the	the	DET
ihlr-22370	1005	11	institutional	institutional	ADJ
ihlr-22370	1005	12	capacity	capacity	NOUN
ihlr-22370	1005	13	of	of	ADP
ihlr-22370	1005	14	coics	coic	NOUN
ihlr-22370	1005	15	to	to	PART
ihlr-22370	1005	16	perform	perform	VERB
ihlr-22370	1005	17	this	this	DET
ihlr-22370	1005	18	role	role	NOUN
ihlr-22370	1005	19	and	and	CCONJ
ihlr-22370	1005	20	the	the	DET
ihlr-22370	1005	21	best	good	ADJ
ihlr-22370	1005	22	practices	practice	NOUN
ihlr-22370	1005	23	that	that	PRON
ihlr-22370	1005	24	they	they	PRON
ihlr-22370	1005	25	should	should	AUX
ihlr-22370	1005	26	follow	follow	VERB
ihlr-22370	1005	27	.	.	PUNCT
ihlr-22370	1006	1	indeed,“[d]espite	indeed,“[d]espite	ADJ
ihlr-22370	1006	2	.	.	PUNCT
ihlr-22370	1006	3	.	.	PUNCT
ihlr-22370	1006	4	.	.	PUNCT
ihlr-22370	1007	1	federal	federal	ADJ
ihlr-22370	1007	2	regulation	regulation	NOUN
ihlr-22370	1007	3	and	and	CCONJ
ihlr-22370	1007	4	substantial	substantial	ADJ
ihlr-22370	1007	5	debate	debate	NOUN
ihlr-22370	1007	6	over	over	ADP
ihlr-22370	1007	7	the	the	DET
ihlr-22370	1007	8	appropriateness	appropriateness	NOUN
ihlr-22370	1007	9	of	of	ADP
ihlr-22370	1007	10	financial	financial	ADJ
ihlr-22370	1007	11	ties	tie	NOUN
ihlr-22370	1007	12	and	and	CCONJ
ihlr-22370	1007	13	their	their	PRON
ihlr-22370	1007	14	management	management	NOUN
ihlr-22370	1007	15	,	,	PUNCT
ihlr-22370	1007	16	very	very	ADV
ihlr-22370	1007	17	little	little	ADJ
ihlr-22370	1007	18	is	be	AUX
ihlr-22370	1007	19	known	know	VERB
ihlr-22370	1007	20	about	about	ADP
ihlr-22370	1007	21	the	the	DET
ihlr-22370	1007	22	actual	actual	ADJ
ihlr-22370	1007	23	decision	decision	NOUN
ihlr-22370	1007	24	-	-	PUNCT
ihlr-22370	1007	25	making	make	VERB
ihlr-22370	1007	26	processes	process	NOUN
ihlr-22370	1007	27	of	of	ADP
ihlr-22370	1007	28	university	university	NOUN
ihlr-22370	1007	29	coi	coi	NOUN
ihlr-22370	1007	30	committees	committee	NOUN
ihlr-22370	1007	31	.	.	PUNCT
ihlr-22370	1007	32	”	"	PUNCT
ihlr-22370	1008	1	minimal187	minimal187	PROPN
ihlr-22370	1008	2	to	to	ADP
ihlr-22370	1008	3	no	no	DET
ihlr-22370	1008	4	regulatory	regulatory	ADJ
ihlr-22370	1008	5	guidance	guidance	NOUN
ihlr-22370	1008	6	exists	exist	VERB
ihlr-22370	1008	7	on	on	ADP
ihlr-22370	1008	8	basic	basic	ADJ
ihlr-22370	1008	9	matters	matter	NOUN
ihlr-22370	1008	10	such	such	ADJ
ihlr-22370	1008	11	as	as	ADP
ihlr-22370	1008	12	how	how	SCONJ
ihlr-22370	1008	13	coics	coic	NOUN
ihlr-22370	1008	14	are	be	AUX
ihlr-22370	1008	15	to	to	PART
ihlr-22370	1008	16	be	be	AUX
ihlr-22370	1008	17	constituted	constitute	VERB
ihlr-22370	1008	18	,	,	PUNCT
ihlr-22370	1008	19	the	the	DET
ihlr-22370	1008	20	procedures	procedure	NOUN
ihlr-22370	1008	21	they	they	PRON
ihlr-22370	1008	22	should	should	AUX
ihlr-22370	1008	23	follow	follow	VERB
ihlr-22370	1008	24	,	,	PUNCT
ihlr-22370	1008	25	and	and	CCONJ
ihlr-22370	1008	26	the	the	DET
ihlr-22370	1008	27	substantive	substantive	ADJ
ihlr-22370	1008	28	criteria	criterion	NOUN
ihlr-22370	1008	29	that	that	PRON
ihlr-22370	1008	30	should	should	AUX
ihlr-22370	1008	31	guide	guide	VERB
ihlr-22370	1008	32	their	their	PRON
ihlr-22370	1008	33	reviews	review	NOUN
ihlr-22370	1008	34	.	.	PUNCT
ihlr-22370	1009	1	this	this	PRON
ihlr-22370	1009	2	can	can	AUX
ihlr-22370	1009	3	leave	leave	VERB
ihlr-22370	1009	4	coics	coic	NOUN
ihlr-22370	1009	5	woefully	woefully	ADV
ihlr-22370	1009	6	unprepared	unprepared	ADJ
ihlr-22370	1009	7	for	for	ADP
ihlr-22370	1009	8	simply	simply	ADV
ihlr-22370	1009	9	assessing	assess	VERB
ihlr-22370	1009	10	the	the	DET
ihlr-22370	1009	11	financial	financial	ADJ
ihlr-22370	1009	12	relationships	relationship	NOUN
ihlr-22370	1009	13	,	,	PUNCT
ihlr-22370	1009	14	let	let	VERB
ihlr-22370	1009	15	alone	alone	ADV
ihlr-22370	1009	16	determining	determine	VERB
ihlr-22370	1009	17	appropriate	appropriate	ADJ
ihlr-22370	1009	18	oversight	oversight	NOUN
ihlr-22370	1009	19	steps	step	NOUN
ihlr-22370	1009	20	.	.	PUNCT
ihlr-22370	1010	1	as	as	ADP
ihlr-22370	1010	2	a	a	DET
ihlr-22370	1010	3	result	result	NOUN
ihlr-22370	1010	4	,	,	PUNCT
ihlr-22370	1010	5	many	many	ADJ
ihlr-22370	1010	6	important	important	ADJ
ihlr-22370	1010	7	questions	question	NOUN
ihlr-22370	1010	8	are	be	AUX
ihlr-22370	1010	9	left	leave	VERB
ihlr-22370	1010	10	for	for	ADP
ihlr-22370	1010	11	ad	ad	X
ihlr-22370	1010	12	hoc	hoc	X
ihlr-22370	1010	13	development	development	NOUN
ihlr-22370	1010	14	by188	by188	PROPN
ihlr-22370	1010	15	each	each	DET
ihlr-22370	1010	16	coic	coic	ADJ
ihlr-22370	1010	17	.	.	PUNCT
ihlr-22370	1011	1	for	for	ADP
ihlr-22370	1011	2	example	example	NOUN
ihlr-22370	1011	3	,	,	PUNCT
ihlr-22370	1011	4	what	what	PRON
ihlr-22370	1011	5	is	be	AUX
ihlr-22370	1011	6	the	the	DET
ihlr-22370	1011	7	optimal	optimal	ADJ
ihlr-22370	1011	8	membership	membership	NOUN
ihlr-22370	1011	9	composition	composition	NOUN
ihlr-22370	1011	10	between	between	ADP
ihlr-22370	1011	11	committee	committee	NOUN
ihlr-22370	1011	12	members	member	NOUN
ihlr-22370	1011	13	with	with	ADP
ihlr-22370	1011	14	scientific	scientific	ADJ
ihlr-22370	1011	15	backgrounds	background	NOUN
ihlr-22370	1011	16	and	and	CCONJ
ihlr-22370	1011	17	lay	lay	VERB
ihlr-22370	1011	18	perspectives	perspective	NOUN
ihlr-22370	1011	19	?	?	PUNCT
ihlr-22370	1012	1	how	how	SCONJ
ihlr-22370	1012	2	to	to	PART
ihlr-22370	1012	3	ensure	ensure	VERB
ihlr-22370	1012	4	coics	coic	NOUN
ihlr-22370	1012	5	have	have	VERB
ihlr-22370	1012	6	sufficient	sufficient	ADJ
ihlr-22370	1012	7	membership	membership	NOUN
ihlr-22370	1012	8	expertise	expertise	NOUN
ihlr-22370	1012	9	to	to	PART
ihlr-22370	1012	10	understand	understand	VERB
ihlr-22370	1012	11	the	the	DET
ihlr-22370	1012	12	underlying	underlying	ADJ
ihlr-22370	1012	13	economic	economic	ADJ
ihlr-22370	1012	14	terms	term	NOUN
ihlr-22370	1012	15	and	and	CCONJ
ihlr-22370	1012	16	other	other	ADJ
ihlr-22370	1012	17	technical	technical	ADJ
ihlr-22370	1012	18	financial	financial	ADJ
ihlr-22370	1012	19	aspects	aspect	NOUN
ihlr-22370	1012	20	of	of	ADP
ihlr-22370	1012	21	the	the	DET
ihlr-22370	1012	22	business	business	NOUN
ihlr-22370	1012	23	relationships	relationship	NOUN
ihlr-22370	1012	24	they	they	PRON
ihlr-22370	1012	25	review	review	VERB
ihlr-22370	1012	26	?	?	PUNCT
ihlr-22370	1013	1	how	how	SCONJ
ihlr-22370	1013	2	significant	significant	ADJ
ihlr-22370	1013	3	must	must	AUX
ihlr-22370	1013	4	a	a	DET
ihlr-22370	1013	5	conflict	conflict	NOUN
ihlr-22370	1013	6	be	be	AUX
ihlr-22370	1013	7	for	for	ADP
ihlr-22370	1013	8	the	the	DET
ihlr-22370	1013	9	coic	coic	ADJ
ihlr-22370	1013	10	to	to	PART
ihlr-22370	1013	11	conclude	conclude	VERB
ihlr-22370	1013	12	the	the	DET
ihlr-22370	1013	13	184	184	NUM
ihlr-22370	1013	14	.	.	PUNCT
ihlr-22370	1014	1	42	42	NUM
ihlr-22370	1014	2	c.f.r	c.f.r	NOUN
ihlr-22370	1014	3	.	.	PUNCT
ihlr-22370	1015	1	§	§	PROPN
ihlr-22370	1015	2	§	§	PROPN
ihlr-22370	1015	3	50.604(f	50.604(f	PROPN
ihlr-22370	1015	4	)	)	PUNCT
ihlr-22370	1015	5	,	,	PUNCT
ihlr-22370	1015	6	50.605(a	50.605(a	NUM
ihlr-22370	1015	7	)	)	PUNCT
ihlr-22370	1015	8	.	.	PUNCT
ihlr-22370	1016	1	185	185	NUM
ihlr-22370	1016	2	.	.	X
ihlr-22370	1017	1	42	42	NUM
ihlr-22370	1017	2	c.f.r	c.f.r	NOUN
ihlr-22370	1017	3	§	§	PROPN
ihlr-22370	1017	4	50.605(a)(1	50.605(a)(1	PROPN
ihlr-22370	1017	5	)	)	PUNCT
ihlr-22370	1017	6	.	.	PUNCT
ihlr-22370	1018	1	186	186	NUM
ihlr-22370	1018	2	.	.	PUNCT
ihlr-22370	1019	1	financial	financial	ADJ
ihlr-22370	1019	2	relationships	relationship	NOUN
ihlr-22370	1019	3	and	and	CCONJ
ihlr-22370	1019	4	interests	interest	NOUN
ihlr-22370	1019	5	in	in	ADP
ihlr-22370	1019	6	research	research	NOUN
ihlr-22370	1019	7	involving	involve	VERB
ihlr-22370	1019	8	human	human	ADJ
ihlr-22370	1019	9	subjects	subject	NOUN
ihlr-22370	1019	10	:	:	PUNCT
ihlr-22370	1019	11	guidance	guidance	NOUN
ihlr-22370	1019	12	for	for	ADP
ihlr-22370	1019	13	human	human	ADJ
ihlr-22370	1019	14	subject	subject	PROPN
ihlr-22370	1019	15	protection	protection	NOUN
ihlr-22370	1019	16	,	,	PUNCT
ihlr-22370	1019	17	69	69	NUM
ihlr-22370	1019	18	fed	feed	VERB
ihlr-22370	1019	19	.	.	PUNCT
ihlr-22370	1020	1	reg	reg	PROPN
ihlr-22370	1020	2	.	.	PUNCT
ihlr-22370	1021	1	26393	26393	NUM
ihlr-22370	1021	2	,	,	PUNCT
ihlr-22370	1021	3	26936	26936	NUM
ihlr-22370	1021	4	(	(	PUNCT
ihlr-22370	1021	5	may	may	PROPN
ihlr-22370	1021	6	12	12	NUM
ihlr-22370	1021	7	,	,	PUNCT
ihlr-22370	1021	8	2004	2004	NUM
ihlr-22370	1021	9	)	)	PUNCT
ihlr-22370	1021	10	.	.	PUNCT
ihlr-22370	1022	1	187	187	NUM
ihlr-22370	1022	2	.	.	PUNCT
ihlr-22370	1023	1	elizabeth	elizabeth	PROPN
ihlr-22370	1023	2	a.	a.	PROPN
ihlr-22370	1023	3	boyd	boyd	PROPN
ihlr-22370	1023	4	&	&	CCONJ
ihlr-22370	1023	5	lisa	lisa	PROPN
ihlr-22370	1023	6	a.	a.	PROPN
ihlr-22370	1023	7	bero	bero	PROPN
ihlr-22370	1023	8	,	,	PUNCT
ihlr-22370	1023	9	defining	define	VERB
ihlr-22370	1023	10	financial	financial	ADJ
ihlr-22370	1023	11	conflict	conflict	NOUN
ihlr-22370	1023	12	and	and	CCONJ
ihlr-22370	1023	13	managing	manage	VERB
ihlr-22370	1023	14	research	research	NOUN
ihlr-22370	1023	15	relationships	relationship	NOUN
ihlr-22370	1023	16	:	:	PUNCT
ihlr-22370	1023	17	an	an	DET
ihlr-22370	1023	18	analysis	analysis	NOUN
ihlr-22370	1023	19	of	of	ADP
ihlr-22370	1023	20	university	university	NOUN
ihlr-22370	1023	21	conflict	conflict	NOUN
ihlr-22370	1023	22	of	of	ADP
ihlr-22370	1023	23	interest	interest	NOUN
ihlr-22370	1023	24	committee	committee	NOUN
ihlr-22370	1023	25	decisions	decision	NOUN
ihlr-22370	1023	26	,	,	PUNCT
ihlr-22370	1023	27	13	13	NUM
ihlr-22370	1023	28	sci	sci	PROPN
ihlr-22370	1023	29	.	.	PROPN
ihlr-22370	1023	30	&	&	CCONJ
ihlr-22370	1023	31	engineering	engineering	PROPN
ihlr-22370	1023	32	ethics	ethic	NOUN
ihlr-22370	1023	33	415	415	NUM
ihlr-22370	1023	34	,	,	PUNCT
ihlr-22370	1023	35	416	416	NUM
ihlr-22370	1023	36	(	(	PUNCT
ihlr-22370	1023	37	2007	2007	NUM
ihlr-22370	1023	38	)	)	PUNCT
ihlr-22370	1023	39	.	.	PUNCT
ihlr-22370	1024	1	188	188	NUM
ihlr-22370	1024	2	.	.	PUNCT
ihlr-22370	1025	1	francesco	francesco	PROPN
ihlr-22370	1025	2	pelliccia	pelliccia	PROPN
ihlr-22370	1025	3	et	et	PROPN
ihlr-22370	1025	4	al	al	PROPN
ihlr-22370	1025	5	.	.	PROPN
ihlr-22370	1025	6	,	,	PUNCT
ihlr-22370	1025	7	transparency	transparency	NOUN
ihlr-22370	1025	8	in	in	ADP
ihlr-22370	1025	9	medical	medical	ADJ
ihlr-22370	1025	10	research	research	NOUN
ihlr-22370	1025	11	:	:	PUNCT
ihlr-22370	1025	12	time	time	NOUN
ihlr-22370	1025	13	for	for	ADP
ihlr-22370	1025	14	a	a	DET
ihlr-22370	1025	15	paradigm	paradigm	NOUN
ihlr-22370	1025	16	shift	shift	NOUN
ihlr-22370	1025	17	,	,	PUNCT
ihlr-22370	1025	18	186	186	NUM
ihlr-22370	1025	19	int’l	int’l	NUM
ihlr-22370	1025	20	j.	j.	PROPN
ihlr-22370	1025	21	cardiology	cardiology	PROPN
ihlr-22370	1025	22	259	259	NUM
ihlr-22370	1025	23	,	,	PUNCT
ihlr-22370	1025	24	260	260	NUM
ihlr-22370	1025	25	(	(	PUNCT
ihlr-22370	1025	26	2015	2015	NUM
ihlr-22370	1025	27	)	)	PUNCT
ihlr-22370	1025	28	(	(	PUNCT
ihlr-22370	1025	29	“	"	PUNCT
ihlr-22370	1025	30	[	[	X
ihlr-22370	1025	31	n]ot	n]ot	NOUN
ihlr-22370	1025	32	surprisingly	surprisingly	ADV
ihlr-22370	1025	33	,	,	PUNCT
ihlr-22370	1025	34	given	give	VERB
ihlr-22370	1025	35	all	all	DET
ihlr-22370	1025	36	these	these	DET
ihlr-22370	1025	37	complicated	complicated	ADJ
ihlr-22370	1025	38	dynamics	dynamic	NOUN
ihlr-22370	1025	39	at	at	ADP
ihlr-22370	1025	40	play	play	NOUN
ihlr-22370	1025	41	,	,	PUNCT
ihlr-22370	1025	42	[	[	X
ihlr-22370	1025	43	coics	coic	NOUN
ihlr-22370	1025	44	]	]	PUNCT
ihlr-22370	1025	45	reports	report	VERB
ihlr-22370	1025	46	enormous	enormous	ADJ
ihlr-22370	1025	47	difficulties	difficulty	NOUN
ihlr-22370	1025	48	in	in	ADP
ihlr-22370	1025	49	making	make	VERB
ihlr-22370	1025	50	sense	sense	NOUN
ihlr-22370	1025	51	of	of	ADP
ihlr-22370	1025	52	the	the	DET
ihlr-22370	1025	53	actual	actual	ADJ
ihlr-22370	1025	54	economic	economic	ADJ
ihlr-22370	1025	55	relationships	relationship	NOUN
ihlr-22370	1025	56	and	and	CCONJ
ihlr-22370	1025	57	tracking	track	VERB
ihlr-22370	1025	58	how	how	SCONJ
ihlr-22370	1025	59	the	the	DET
ihlr-22370	1025	60	money	money	NOUN
ihlr-22370	1025	61	flows	flow	VERB
ihlr-22370	1025	62	.	.	PUNCT
ihlr-22370	1025	63	”	"	PUNCT
ihlr-22370	1025	64	)	)	PUNCT
ihlr-22370	1025	65	.	.	PUNCT
ihlr-22370	1026	1	https://doi.org/10.1007/s11948-007-9041-6	https://doi.org/10.1007/s11948-007-9041-6	PROPN
ihlr-22370	1027	1	https://doi.org/10.1016/j.ijcard.2015.03.219	https://doi.org/10.1016/j.ijcard.2015.03.219	PROPN
ihlr-22370	1027	2	104	104	NUM
ihlr-22370	1027	3	indiana	indiana	PROPN
ihlr-22370	1027	4	health	health	PROPN
ihlr-22370	1027	5	law	law	PROPN
ihlr-22370	1027	6	review	review	NOUN
ihlr-22370	1027	7	[	[	X
ihlr-22370	1027	8	vol	vol	NOUN
ihlr-22370	1027	9	.	.	PUNCT
ihlr-22370	1028	1	15:67	15:67	NUM
ihlr-22370	1028	2	financial	financial	ADJ
ihlr-22370	1028	3	relationship	relationship	NOUN
ihlr-22370	1028	4	must	must	AUX
ihlr-22370	1028	5	be	be	AUX
ihlr-22370	1028	6	terminated	terminate	VERB
ihlr-22370	1028	7	?	?	PUNCT
ihlr-22370	1029	1	are	be	AUX
ihlr-22370	1029	2	coic	coic	ADJ
ihlr-22370	1029	3	reviews	review	NOUN
ihlr-22370	1029	4	best	well	ADV
ihlr-22370	1029	5	done	do	VERB
ihlr-22370	1029	6	by	by	ADP
ihlr-22370	1029	7	reviewing	review	VERB
ihlr-22370	1029	8	form	form	NOUN
ihlr-22370	1029	9	disclosures	disclosure	NOUN
ihlr-22370	1029	10	about	about	ADP
ihlr-22370	1029	11	each	each	DET
ihlr-22370	1029	12	deal	deal	NOUN
ihlr-22370	1029	13	or	or	CCONJ
ihlr-22370	1029	14	by	by	ADP
ihlr-22370	1029	15	having	have	VERB
ihlr-22370	1029	16	the	the	DET
ihlr-22370	1029	17	committee	committee	NOUN
ihlr-22370	1029	18	talk	talk	VERB
ihlr-22370	1029	19	to	to	ADP
ihlr-22370	1029	20	the	the	DET
ihlr-22370	1029	21	physicians	physician	NOUN
ihlr-22370	1029	22	involved	involve	VERB
ihlr-22370	1029	23	?	?	PUNCT
ihlr-22370	1030	1	what	what	DET
ihlr-22370	1030	2	type	type	NOUN
ihlr-22370	1030	3	of	of	ADP
ihlr-22370	1030	4	follow	follow	NOUN
ihlr-22370	1030	5	-	-	PUNCT
ihlr-22370	1030	6	up	up	NOUN
ihlr-22370	1030	7	should	should	AUX
ihlr-22370	1030	8	coics	coic	NOUN
ihlr-22370	1030	9	require	require	VERB
ihlr-22370	1030	10	once	once	SCONJ
ihlr-22370	1030	11	they	they	PRON
ihlr-22370	1030	12	institute	institute	VERB
ihlr-22370	1030	13	a	a	DET
ihlr-22370	1030	14	management	management	NOUN
ihlr-22370	1030	15	plan	plan	NOUN
ihlr-22370	1030	16	?	?	PUNCT
ihlr-22370	1031	1	the	the	DET
ihlr-22370	1031	2	unfortunate	unfortunate	ADJ
ihlr-22370	1031	3	lack	lack	NOUN
ihlr-22370	1031	4	of	of	ADP
ihlr-22370	1031	5	guidance	guidance	NOUN
ihlr-22370	1031	6	for	for	ADP
ihlr-22370	1031	7	coics	coic	NOUN
ihlr-22370	1031	8	stands	stand	VERB
ihlr-22370	1031	9	in	in	ADP
ihlr-22370	1031	10	contrast	contrast	NOUN
ihlr-22370	1031	11	to	to	ADP
ihlr-22370	1031	12	the	the	DET
ihlr-22370	1031	13	more	more	ADV
ihlr-22370	1031	14	detailed	detailed	ADJ
ihlr-22370	1031	15	regulations	regulation	NOUN
ihlr-22370	1031	16	directed	direct	VERB
ihlr-22370	1031	17	at	at	ADP
ihlr-22370	1031	18	institutional	institutional	ADJ
ihlr-22370	1031	19	review	review	NOUN
ihlr-22370	1031	20	boards	board	NOUN
ihlr-22370	1031	21	(	(	PUNCT
ihlr-22370	1031	22	irbs	irb	NOUN
ihlr-22370	1031	23	)	)	PUNCT
ihlr-22370	1031	24	in	in	ADP
ihlr-22370	1031	25	their	their	PRON
ihlr-22370	1031	26	role	role	NOUN
ihlr-22370	1031	27	in	in	ADP
ihlr-22370	1031	28	approving	approve	VERB
ihlr-22370	1031	29	and	and	CCONJ
ihlr-22370	1031	30	monitoring	monitor	VERB
ihlr-22370	1031	31	proposed	propose	VERB
ihlr-22370	1031	32	research	research	NOUN
ihlr-22370	1031	33	studies	study	NOUN
ihlr-22370	1031	34	for	for	ADP
ihlr-22370	1031	35	acceptable	acceptable	ADJ
ihlr-22370	1031	36	risk	risk	NOUN
ihlr-22370	1031	37	/	/	SYM
ihlr-22370	1031	38	benefit	benefit	NOUN
ihlr-22370	1031	39	ratios	ratio	NOUN
ihlr-22370	1031	40	and	and	CCONJ
ihlr-22370	1031	41	for	for	ADP
ihlr-22370	1031	42	ensuring	ensure	VERB
ihlr-22370	1031	43	protection	protection	NOUN
ihlr-22370	1031	44	of	of	ADP
ihlr-22370	1031	45	human	human	ADJ
ihlr-22370	1031	46	subjects	subject	NOUN
ihlr-22370	1031	47	.	.	PUNCT
ihlr-22370	1032	1	189	189	NUM
ihlr-22370	1032	2	because	because	SCONJ
ihlr-22370	1032	3	of	of	ADP
ihlr-22370	1032	4	the	the	DET
ihlr-22370	1032	5	minimal	minimal	ADJ
ihlr-22370	1032	6	regulatory	regulatory	ADJ
ihlr-22370	1032	7	guidance	guidance	NOUN
ihlr-22370	1032	8	for	for	ADP
ihlr-22370	1032	9	coics	coic	NOUN
ihlr-22370	1032	10	,	,	PUNCT
ihlr-22370	1032	11	inconsistency	inconsistency	NOUN
ihlr-22370	1032	12	between	between	ADP
ihlr-22370	1032	13	coics	coic	NOUN
ihlr-22370	1032	14	in	in	ADP
ihlr-22370	1032	15	addressing	address	VERB
ihlr-22370	1032	16	similar	similar	ADJ
ihlr-22370	1032	17	financial	financial	ADJ
ihlr-22370	1032	18	relationships	relationship	NOUN
ihlr-22370	1032	19	is	be	AUX
ihlr-22370	1032	20	a	a	DET
ihlr-22370	1032	21	suspected	suspect	VERB
ihlr-22370	1032	22	problem	problem	NOUN
ihlr-22370	1032	23	.	.	PUNCT
ihlr-22370	1033	1	this	this	PRON
ihlr-22370	1033	2	parallels	parallel	VERB
ihlr-22370	1033	3	the	the	DET
ihlr-22370	1033	4	well	well	ADV
ihlr-22370	1033	5	-	-	PUNCT
ihlr-22370	1033	6	known	know	VERB
ihlr-22370	1033	7	variability	variability	NOUN
ihlr-22370	1033	8	that	that	PRON
ihlr-22370	1033	9	has	have	AUX
ihlr-22370	1033	10	been	be	AUX
ihlr-22370	1033	11	identified	identify	VERB
ihlr-22370	1033	12	with	with	ADP
ihlr-22370	1033	13	irbs	irb	NOUN
ihlr-22370	1033	14	.	.	PUNCT
ihlr-22370	1034	1	one	one	NUM
ihlr-22370	1034	2	of	of	ADP
ihlr-22370	1034	3	the	the	DET
ihlr-22370	1034	4	only	only	ADJ
ihlr-22370	1034	5	studies	study	NOUN
ihlr-22370	1034	6	to	to	PART
ihlr-22370	1034	7	examine	examine	VERB
ihlr-22370	1034	8	the	the	DET
ihlr-22370	1034	9	workings	working	NOUN
ihlr-22370	1034	10	of	of	ADP
ihlr-22370	1034	11	coics	coic	NOUN
ihlr-22370	1034	12	in	in	ADP
ihlr-22370	1034	13	detail	detail	NOUN
ihlr-22370	1034	14	,	,	PUNCT
ihlr-22370	1034	15	a190	a190	PROPN
ihlr-22370	1034	16	review	review	NOUN
ihlr-22370	1034	17	of	of	ADP
ihlr-22370	1034	18	the	the	DET
ihlr-22370	1034	19	deliberations	deliberation	NOUN
ihlr-22370	1034	20	of	of	ADP
ihlr-22370	1034	21	three	three	NUM
ihlr-22370	1034	22	coics	coic	NOUN
ihlr-22370	1034	23	at	at	ADP
ihlr-22370	1034	24	three	three	NUM
ihlr-22370	1034	25	public	public	ADJ
ihlr-22370	1034	26	universities	university	NOUN
ihlr-22370	1034	27	in	in	ADP
ihlr-22370	1034	28	california	california	PROPN
ihlr-22370	1034	29	,	,	PUNCT
ihlr-22370	1034	30	found	find	VERB
ihlr-22370	1034	31	that	that	SCONJ
ihlr-22370	1034	32	the	the	DET
ihlr-22370	1034	33	committees	committee	NOUN
ihlr-22370	1034	34	struggled	struggle	VERB
ihlr-22370	1034	35	in	in	ADP
ihlr-22370	1034	36	several	several	ADJ
ihlr-22370	1034	37	respects	respect	NOUN
ihlr-22370	1034	38	,	,	PUNCT
ihlr-22370	1034	39	including	include	VERB
ihlr-22370	1034	40	consistency	consistency	NOUN
ihlr-22370	1034	41	.	.	PUNCT
ihlr-22370	1035	1	the	the	DET
ihlr-22370	1035	2	study	study	NOUN
ihlr-22370	1035	3	observed	observe	VERB
ihlr-22370	1035	4	that	that	SCONJ
ihlr-22370	1035	5	the	the	DET
ihlr-22370	1035	6	coics	coic	NOUN
ihlr-22370	1035	7	had	have	VERB
ihlr-22370	1035	8	difficulty	difficulty	NOUN
ihlr-22370	1035	9	applying191	applying191	PROPN
ihlr-22370	1035	10	relevant	relevant	ADJ
ihlr-22370	1035	11	policies	policy	NOUN
ihlr-22370	1035	12	about	about	ADP
ihlr-22370	1035	13	financial	financial	ADJ
ihlr-22370	1035	14	conflicts	conflict	NOUN
ihlr-22370	1035	15	,	,	PUNCT
ihlr-22370	1035	16	did	do	AUX
ihlr-22370	1035	17	not	not	PART
ihlr-22370	1035	18	work	work	VERB
ihlr-22370	1035	19	from	from	ADP
ihlr-22370	1035	20	a	a	DET
ihlr-22370	1035	21	standardized	standardized	ADJ
ihlr-22370	1035	22	definition	definition	NOUN
ihlr-22370	1035	23	of	of	ADP
ihlr-22370	1035	24	what	what	PRON
ihlr-22370	1035	25	was	be	AUX
ihlr-22370	1035	26	a	a	DET
ihlr-22370	1035	27	conflict	conflict	NOUN
ihlr-22370	1035	28	,	,	PUNCT
ihlr-22370	1035	29	and	and	CCONJ
ihlr-22370	1035	30	rarely	rarely	ADV
ihlr-22370	1035	31	ever	ever	ADV
ihlr-22370	1035	32	recommended	recommend	VERB
ihlr-22370	1035	33	refusing	refuse	VERB
ihlr-22370	1035	34	research	research	NOUN
ihlr-22370	1035	35	funding	funding	NOUN
ihlr-22370	1035	36	as	as	ADP
ihlr-22370	1035	37	a	a	DET
ihlr-22370	1035	38	way	way	NOUN
ihlr-22370	1035	39	of	of	ADP
ihlr-22370	1035	40	managing	manage	VERB
ihlr-22370	1035	41	the	the	DET
ihlr-22370	1035	42	conflict	conflict	NOUN
ihlr-22370	1035	43	,	,	PUNCT
ihlr-22370	1035	44	although	although	SCONJ
ihlr-22370	1035	45	other	other	ADJ
ihlr-22370	1035	46	less	less	ADV
ihlr-22370	1035	47	strict	strict	ADJ
ihlr-22370	1035	48	management	management	NOUN
ihlr-22370	1035	49	plans	plan	NOUN
ihlr-22370	1035	50	were	be	AUX
ihlr-22370	1035	51	considered	consider	VERB
ihlr-22370	1035	52	and	and	CCONJ
ihlr-22370	1035	53	recommended	recommend	VERB
ihlr-22370	1035	54	.	.	PUNCT
ihlr-22370	1036	1	on	on	ADP
ihlr-22370	1036	2	the	the	DET
ihlr-22370	1036	3	one	one	NUM
ihlr-22370	1036	4	hand	hand	NOUN
ihlr-22370	1036	5	,	,	PUNCT
ihlr-22370	1036	6	the	the	DET
ihlr-22370	1036	7	coics	coic	NOUN
ihlr-22370	1036	8	showed192	showed192	VERB
ihlr-22370	1036	9	some	some	DET
ihlr-22370	1036	10	flexibility	flexibility	NOUN
ihlr-22370	1036	11	in	in	ADP
ihlr-22370	1036	12	how	how	SCONJ
ihlr-22370	1036	13	they	they	PRON
ihlr-22370	1036	14	responded	respond	VERB
ihlr-22370	1036	15	to	to	ADP
ihlr-22370	1036	16	identified	identify	VERB
ihlr-22370	1036	17	financial	financial	ADJ
ihlr-22370	1036	18	conflicts	conflict	NOUN
ihlr-22370	1036	19	,	,	PUNCT
ihlr-22370	1036	20	balancing	balance	VERB
ihlr-22370	1036	21	concerns	concern	NOUN
ihlr-22370	1036	22	of	of	ADP
ihlr-22370	1036	23	academic	academic	ADJ
ihlr-22370	1036	24	freedom	freedom	NOUN
ihlr-22370	1036	25	and	and	CCONJ
ihlr-22370	1036	26	professional	professional	ADJ
ihlr-22370	1036	27	autonomy	autonomy	NOUN
ihlr-22370	1036	28	with	with	ADP
ihlr-22370	1036	29	concerns	concern	NOUN
ihlr-22370	1036	30	of	of	ADP
ihlr-22370	1036	31	protecting	protect	VERB
ihlr-22370	1036	32	subjects	subject	NOUN
ihlr-22370	1036	33	and	and	CCONJ
ihlr-22370	1036	34	providing	provide	VERB
ihlr-22370	1036	35	accountability	accountability	NOUN
ihlr-22370	1036	36	.	.	PUNCT
ihlr-22370	1037	1	on	on	ADP
ihlr-22370	1037	2	the	the	DET
ihlr-22370	1037	3	other	other	ADJ
ihlr-22370	1037	4	hand	hand	NOUN
ihlr-22370	1037	5	,	,	PUNCT
ihlr-22370	1037	6	this	this	DET
ihlr-22370	1037	7	rather193	rather193	PROPN
ihlr-22370	1037	8	ad	ad	NOUN
ihlr-22370	1037	9	hoc	hoc	X
ihlr-22370	1037	10	process	process	NOUN
ihlr-22370	1037	11	,	,	PUNCT
ihlr-22370	1037	12	with	with	ADP
ihlr-22370	1037	13	little	little	ADJ
ihlr-22370	1037	14	express	express	ADJ
ihlr-22370	1037	15	guidance	guidance	NOUN
ihlr-22370	1037	16	for	for	ADP
ihlr-22370	1037	17	coics	coic	NOUN
ihlr-22370	1037	18	as	as	ADP
ihlr-22370	1037	19	to	to	ADP
ihlr-22370	1037	20	how	how	SCONJ
ihlr-22370	1037	21	to	to	PART
ihlr-22370	1037	22	do	do	AUX
ihlr-22370	1037	23	their	their	PRON
ihlr-22370	1037	24	jobs	job	NOUN
ihlr-22370	1037	25	,	,	PUNCT
ihlr-22370	1037	26	seems	seem	VERB
ihlr-22370	1037	27	to	to	PART
ihlr-22370	1037	28	have	have	AUX
ihlr-22370	1037	29	resulted	result	VERB
ihlr-22370	1037	30	in	in	ADP
ihlr-22370	1037	31	coics	coic	NOUN
ihlr-22370	1037	32	underutilizing	underutilize	VERB
ihlr-22370	1037	33	their	their	PRON
ihlr-22370	1037	34	compliance	compliance	NOUN
ihlr-22370	1037	35	roles	role	NOUN
ihlr-22370	1037	36	.	.	PUNCT
ihlr-22370	1038	1	194	194	NUM
ihlr-22370	1039	1	it	it	PRON
ihlr-22370	1039	2	seems	seem	VERB
ihlr-22370	1039	3	we	we	PRON
ihlr-22370	1039	4	may	may	AUX
ihlr-22370	1039	5	be	be	AUX
ihlr-22370	1039	6	expecting	expect	VERB
ihlr-22370	1039	7	too	too	ADV
ihlr-22370	1039	8	much	much	ADJ
ihlr-22370	1039	9	of	of	ADP
ihlr-22370	1039	10	coics	coic	NOUN
ihlr-22370	1039	11	to	to	PART
ihlr-22370	1039	12	do	do	VERB
ihlr-22370	1039	13	their	their	PRON
ihlr-22370	1039	14	important	important	ADJ
ihlr-22370	1039	15	work	work	NOUN
ihlr-22370	1039	16	as	as	ADP
ihlr-22370	1039	17	conflicts	conflict	NOUN
ihlr-22370	1039	18	monitors	monitor	NOUN
ihlr-22370	1039	19	without	without	ADP
ihlr-22370	1039	20	further	further	ADJ
ihlr-22370	1039	21	study	study	NOUN
ihlr-22370	1039	22	as	as	ADP
ihlr-22370	1039	23	to	to	ADP
ihlr-22370	1039	24	whether	whether	SCONJ
ihlr-22370	1039	25	coics	coic	NOUN
ihlr-22370	1039	26	are	be	AUX
ihlr-22370	1039	27	well	well	ADV
ihlr-22370	1039	28	designed	design	VERB
ihlr-22370	1039	29	to	to	PART
ihlr-22370	1039	30	perform	perform	VERB
ihlr-22370	1039	31	these	these	DET
ihlr-22370	1039	32	tasks	task	NOUN
ihlr-22370	1039	33	and	and	CCONJ
ihlr-22370	1039	34	without	without	ADP
ihlr-22370	1039	35	standardized	standardized	ADJ
ihlr-22370	1039	36	guidelines	guideline	NOUN
ihlr-22370	1039	37	for	for	SCONJ
ihlr-22370	1039	38	coics	coic	NOUN
ihlr-22370	1039	39	to	to	PART
ihlr-22370	1039	40	follow	follow	VERB
ihlr-22370	1039	41	.	.	PUNCT
ihlr-22370	1040	1	the	the	DET
ihlr-22370	1040	2	risk	risk	NOUN
ihlr-22370	1040	3	is	be	AUX
ihlr-22370	1040	4	that	that	SCONJ
ihlr-22370	1040	5	the	the	DET
ihlr-22370	1040	6	information	information	NOUN
ihlr-22370	1040	7	uncovered	uncover	VERB
ihlr-22370	1040	8	by	by	ADP
ihlr-22370	1040	9	transparency	transparency	NOUN
ihlr-22370	1040	10	programs195	programs195	ADP
ihlr-22370	1040	11	like	like	ADP
ihlr-22370	1040	12	the	the	DET
ihlr-22370	1040	13	sunshine	sunshine	PROPN
ihlr-22370	1040	14	act	act	NOUN
ihlr-22370	1040	15	may	may	AUX
ihlr-22370	1040	16	end	end	VERB
ihlr-22370	1040	17	up	up	ADP
ihlr-22370	1040	18	being	be	AUX
ihlr-22370	1040	19	underutilized	underutilize	VERB
ihlr-22370	1040	20	by	by	ADP
ihlr-22370	1040	21	coics	coic	NOUN
ihlr-22370	1040	22	and	and	CCONJ
ihlr-22370	1040	23	inconsistently	inconsistently	ADV
ihlr-22370	1040	24	acted	act	VERB
ihlr-22370	1040	25	upon	upon	SCONJ
ihlr-22370	1040	26	.	.	PUNCT
ihlr-22370	1041	1	indeed	indeed	ADV
ihlr-22370	1041	2	,	,	PUNCT
ihlr-22370	1041	3	“	"	PUNCT
ihlr-22370	1041	4	disclosure	disclosure	NOUN
ihlr-22370	1041	5	without	without	ADP
ihlr-22370	1041	6	corresponding	correspond	VERB
ihlr-22370	1041	7	guidance	guidance	NOUN
ihlr-22370	1041	8	[	[	X
ihlr-22370	1041	9	to	to	ADP
ihlr-22370	1041	10	coics	coic	NOUN
ihlr-22370	1041	11	]	]	PUNCT
ihlr-22370	1041	12	for	for	ADP
ihlr-22370	1041	13	the	the	DET
ihlr-22370	1041	14	practical	practical	ADJ
ihlr-22370	1041	15	management	management	NOUN
ihlr-22370	1041	16	of	of	ADP
ihlr-22370	1041	17	particular	particular	ADJ
ihlr-22370	1041	18	financial	financial	ADJ
ihlr-22370	1041	19	relationships	relationship	NOUN
ihlr-22370	1041	20	may	may	AUX
ihlr-22370	1041	21	not	not	PART
ihlr-22370	1041	22	be	be	AUX
ihlr-22370	1041	23	the	the	DET
ihlr-22370	1041	24	ultimate	ultimate	ADJ
ihlr-22370	1041	25	solution	solution	NOUN
ihlr-22370	1041	26	to	to	ADP
ihlr-22370	1041	27	the	the	DET
ihlr-22370	1041	28	problem	problem	NOUN
ihlr-22370	1041	29	of	of	ADP
ihlr-22370	1041	30	conflict	conflict	NOUN
ihlr-22370	1041	31	of	of	ADP
ihlr-22370	1041	32	interest	interest	NOUN
ihlr-22370	1041	33	in	in	ADP
ihlr-22370	1041	34	academic	academic	ADJ
ihlr-22370	1041	35	research	research	NOUN
ihlr-22370	1041	36	.	.	PUNCT
ihlr-22370	1041	37	”	"	PUNCT
ihlr-22370	1042	1	further	far	ADV
ihlr-22370	1042	2	,	,	PUNCT
ihlr-22370	1042	3	the	the	DET
ihlr-22370	1042	4	failure	failure	NOUN
ihlr-22370	1042	5	to	to	PART
ihlr-22370	1042	6	subject	subject	ADJ
ihlr-22370	1042	7	conflicts	conflict	NOUN
ihlr-22370	1042	8	oversight	oversight	NOUN
ihlr-22370	1042	9	to	to	ADP
ihlr-22370	1042	10	rigorous196	rigorous196	ADJ
ihlr-22370	1042	11	assessment	assessment	NOUN
ihlr-22370	1042	12	means	mean	VERB
ihlr-22370	1042	13	that	that	SCONJ
ihlr-22370	1042	14	coics	coic	NOUN
ihlr-22370	1042	15	operate	operate	VERB
ihlr-22370	1042	16	without	without	ADP
ihlr-22370	1042	17	a	a	DET
ihlr-22370	1042	18	strong	strong	ADJ
ihlr-22370	1042	19	empirical	empirical	ADJ
ihlr-22370	1042	20	basis	basis	NOUN
ihlr-22370	1042	21	for	for	ADP
ihlr-22370	1042	22	189	189	NUM
ihlr-22370	1042	23	.	.	PUNCT
ihlr-22370	1043	1	see	see	VERB
ihlr-22370	1043	2	45	45	NUM
ihlr-22370	1043	3	c.f.r	c.f.r	NOUN
ihlr-22370	1043	4	.	.	PUNCT
ihlr-22370	1044	1	§	§	PROPN
ihlr-22370	1044	2	46	46	NUM
ihlr-22370	1044	3	(	(	PUNCT
ihlr-22370	1044	4	hhs	hhs	PROPN
ihlr-22370	1044	5	regulations	regulation	NOUN
ihlr-22370	1044	6	,	,	PUNCT
ihlr-22370	1044	7	2017	2017	NUM
ihlr-22370	1044	8	)	)	PUNCT
ihlr-22370	1044	9	;	;	PUNCT
ihlr-22370	1044	10	21	21	NUM
ihlr-22370	1044	11	c.f.r	c.f.r	NOUN
ihlr-22370	1044	12	.	.	PUNCT
ihlr-22370	1045	1	§	§	PROPN
ihlr-22370	1045	2	56	56	NUM
ihlr-22370	1045	3	(	(	PUNCT
ihlr-22370	1045	4	fda	fda	PROPN
ihlr-22370	1045	5	regulations	regulation	NOUN
ihlr-22370	1045	6	,	,	PUNCT
ihlr-22370	1045	7	2017	2017	NUM
ihlr-22370	1045	8	)	)	PUNCT
ihlr-22370	1045	9	.	.	PUNCT
ihlr-22370	1046	1	190	190	NUM
ihlr-22370	1046	2	.	.	PUNCT
ihlr-22370	1046	3	carl	carl	PROPN
ihlr-22370	1046	4	schneider	schneider	PROPN
ihlr-22370	1046	5	,	,	PUNCT
ihlr-22370	1046	6	the	the	DET
ihlr-22370	1046	7	censor	censor	NOUN
ihlr-22370	1046	8	’s	’s	PART
ihlr-22370	1046	9	hand	hand	NOUN
ihlr-22370	1046	10	:	:	PUNCT
ihlr-22370	1046	11	the	the	DET
ihlr-22370	1046	12	misregulation	misregulation	NOUN
ihlr-22370	1046	13	of	of	ADP
ihlr-22370	1046	14	human	human	ADJ
ihlr-22370	1046	15	-	-	PUNCT
ihlr-22370	1046	16	subject	subject	NOUN
ihlr-22370	1046	17	research	research	NOUN
ihlr-22370	1046	18	82–83	82–83	NUM
ihlr-22370	1046	19	(	(	PUNCT
ihlr-22370	1046	20	2015	2015	NUM
ihlr-22370	1046	21	)	)	PUNCT
ihlr-22370	1046	22	.	.	PUNCT
ihlr-22370	1047	1	191	191	NUM
ihlr-22370	1047	2	.	.	X
ihlr-22370	1048	1	boyd	boyd	PROPN
ihlr-22370	1048	2	&	&	CCONJ
ihlr-22370	1048	3	bero	bero	PROPN
ihlr-22370	1048	4	,	,	PUNCT
ihlr-22370	1048	5	supra	supra	PROPN
ihlr-22370	1048	6	note	note	PROPN
ihlr-22370	1048	7	187	187	NUM
ihlr-22370	1048	8	,	,	PUNCT
ihlr-22370	1048	9	at	at	ADP
ihlr-22370	1048	10	430–431	430–431	NUM
ihlr-22370	1048	11	.	.	PUNCT
ihlr-22370	1049	1	192	192	NUM
ihlr-22370	1049	2	.	.	PUNCT
ihlr-22370	1050	1	i	i	PRON
ihlr-22370	1050	2	d.	d.	PROPN
ihlr-22370	1050	3	at	at	ADP
ihlr-22370	1050	4	422–423	422–423	NUM
ihlr-22370	1050	5	,	,	PUNCT
ihlr-22370	1050	6	431	431	NUM
ihlr-22370	1050	7	.	.	PUNCT
ihlr-22370	1051	1	193	193	NUM
ihlr-22370	1051	2	.	.	PUNCT
ihlr-22370	1052	1	i	i	PRON
ihlr-22370	1052	2	d.	d.	PROPN
ihlr-22370	1052	3	at	at	ADP
ihlr-22370	1052	4	416	416	NUM
ihlr-22370	1052	5	.	.	PUNCT
ihlr-22370	1053	1	194	194	NUM
ihlr-22370	1053	2	.	.	PUNCT
ihlr-22370	1054	1	i	i	PRON
ihlr-22370	1054	2	d.	d.	PROPN
ihlr-22370	1054	3	at	at	ADP
ihlr-22370	1054	4	433	433	NUM
ihlr-22370	1054	5	.	.	PUNCT
ihlr-22370	1055	1	195	195	NUM
ihlr-22370	1055	2	.	.	X
ihlr-22370	1055	3	trust	trust	NOUN
ihlr-22370	1055	4	and	and	CCONJ
ihlr-22370	1055	5	integrity	integrity	NOUN
ihlr-22370	1055	6	in	in	ADP
ihlr-22370	1055	7	biomedical	biomedical	ADJ
ihlr-22370	1055	8	research	research	NOUN
ihlr-22370	1055	9	:	:	PUNCT
ihlr-22370	1055	10	the	the	DET
ihlr-22370	1055	11	case	case	NOUN
ihlr-22370	1055	12	of	of	ADP
ihlr-22370	1055	13	financial	financial	ADJ
ihlr-22370	1055	14	conflicts	conflict	NOUN
ihlr-22370	1055	15	of	of	ADP
ihlr-22370	1055	16	interest	interest	NOUN
ihlr-22370	1055	17	123	123	NUM
ihlr-22370	1055	18	(	(	PUNCT
ihlr-22370	1055	19	thomas	thomas	PROPN
ihlr-22370	1055	20	h.	h.	PROPN
ihlr-22370	1055	21	murray	murray	PROPN
ihlr-22370	1055	22	&	&	CCONJ
ihlr-22370	1055	23	josephine	josephine	PROPN
ihlr-22370	1055	24	johnston	johnston	PROPN
ihlr-22370	1055	25	,	,	PUNCT
ihlr-22370	1055	26	eds	eds	PROPN
ihlr-22370	1055	27	.	.	PROPN
ihlr-22370	1055	28	2010	2010	NUM
ihlr-22370	1055	29	)	)	PUNCT
ihlr-22370	1055	30	(	(	PUNCT
ihlr-22370	1055	31	“	"	PUNCT
ihlr-22370	1055	32	there	there	PRON
ihlr-22370	1055	33	is	be	VERB
ihlr-22370	1055	34	,	,	PUNCT
ihlr-22370	1055	35	as	as	ADV
ihlr-22370	1055	36	yet	yet	ADV
ihlr-22370	1055	37	,	,	PUNCT
ihlr-22370	1055	38	no	no	DET
ihlr-22370	1055	39	comprehensive	comprehensive	ADJ
ihlr-22370	1055	40	source	source	NOUN
ihlr-22370	1055	41	of	of	ADP
ihlr-22370	1055	42	data	datum	NOUN
ihlr-22370	1055	43	on	on	ADP
ihlr-22370	1055	44	the	the	DET
ihlr-22370	1055	45	oversight	oversight	NOUN
ihlr-22370	1055	46	activities	activity	NOUN
ihlr-22370	1055	47	of	of	ADP
ihlr-22370	1055	48	universities….without	universities….without	ADP
ihlr-22370	1055	49	data	datum	NOUN
ihlr-22370	1055	50	,	,	PUNCT
ihlr-22370	1055	51	it	it	PRON
ihlr-22370	1055	52	is	be	AUX
ihlr-22370	1055	53	difficult	difficult	ADJ
ihlr-22370	1055	54	for	for	SCONJ
ihlr-22370	1055	55	institutions	institution	NOUN
ihlr-22370	1055	56	to	to	PART
ihlr-22370	1055	57	learn	learn	VERB
ihlr-22370	1055	58	from	from	ADP
ihlr-22370	1055	59	themselves	themselves	PRON
ihlr-22370	1055	60	or	or	CCONJ
ihlr-22370	1055	61	from	from	ADP
ihlr-22370	1055	62	one	one	NUM
ihlr-22370	1055	63	another	another	DET
ihlr-22370	1055	64	in	in	ADP
ihlr-22370	1055	65	this	this	DET
ihlr-22370	1055	66	area	area	NOUN
ihlr-22370	1055	67	…	…	PUNCT
ihlr-22370	1055	68	”	"	PUNCT
ihlr-22370	1055	69	)	)	PUNCT
ihlr-22370	1055	70	.	.	PUNCT
ihlr-22370	1056	1	196	196	NUM
ihlr-22370	1056	2	.	.	PUNCT
ihlr-22370	1057	1	boyd	boyd	PROPN
ihlr-22370	1057	2	&	&	CCONJ
ihlr-22370	1057	3	bero	bero	PROPN
ihlr-22370	1057	4	,	,	PUNCT
ihlr-22370	1057	5	supra	supra	PROPN
ihlr-22370	1057	6	note	note	PROPN
ihlr-22370	1057	7	187	187	NUM
ihlr-22370	1057	8	,	,	PUNCT
ihlr-22370	1057	9	at	at	ADP
ihlr-22370	1057	10	433	433	NUM
ihlr-22370	1057	11	.	.	PUNCT
ihlr-22370	1057	12	2018	2018	NUM
ihlr-22370	1057	13	]	]	PUNCT
ihlr-22370	1057	14	financial	financial	ADJ
ihlr-22370	1057	15	conflicts	conflict	NOUN
ihlr-22370	1057	16	in	in	ADP
ihlr-22370	1057	17	the	the	DET
ihlr-22370	1057	18	new	new	ADJ
ihlr-22370	1057	19	era	era	NOUN
ihlr-22370	1057	20	of	of	ADP
ihlr-22370	1057	21	sunshine	sunshine	NOUN
ihlr-22370	1057	22	105	105	NUM
ihlr-22370	1057	23	determining	determine	VERB
ihlr-22370	1057	24	which	which	DET
ihlr-22370	1057	25	conflicts	conflict	NOUN
ihlr-22370	1057	26	pose	pose	VERB
ihlr-22370	1057	27	greater	great	ADJ
ihlr-22370	1057	28	risk	risk	NOUN
ihlr-22370	1057	29	of	of	ADP
ihlr-22370	1057	30	bias	bias	NOUN
ihlr-22370	1057	31	and	and	CCONJ
ihlr-22370	1057	32	which	which	DET
ihlr-22370	1057	33	management	management	NOUN
ihlr-22370	1057	34	plans	plan	NOUN
ihlr-22370	1057	35	prove	prove	VERB
ihlr-22370	1057	36	effective	effective	ADJ
ihlr-22370	1057	37	.	.	PUNCT
ihlr-22370	1058	1	in	in	ADP
ihlr-22370	1058	2	short	short	ADJ
ihlr-22370	1058	3	,	,	PUNCT
ihlr-22370	1058	4	because	because	SCONJ
ihlr-22370	1058	5	there	there	PRON
ihlr-22370	1058	6	is	be	VERB
ihlr-22370	1058	7	such	such	ADJ
ihlr-22370	1058	8	implicit	implicit	ADJ
ihlr-22370	1058	9	reliance	reliance	NOUN
ihlr-22370	1058	10	on	on	ADP
ihlr-22370	1058	11	coics	coic	NOUN
ihlr-22370	1058	12	to	to	PART
ihlr-22370	1058	13	do	do	AUX
ihlr-22370	1058	14	important	important	ADJ
ihlr-22370	1058	15	financial	financial	ADJ
ihlr-22370	1058	16	conflicts	conflict	NOUN
ihlr-22370	1058	17	oversight	oversight	NOUN
ihlr-22370	1058	18	in	in	ADP
ihlr-22370	1058	19	the	the	DET
ihlr-22370	1058	20	face	face	NOUN
ihlr-22370	1058	21	of	of	ADP
ihlr-22370	1058	22	new	new	ADJ
ihlr-22370	1058	23	sunshine	sunshine	PROPN
ihlr-22370	1058	24	act	act	PROPN
ihlr-22370	1058	25	disclosures	disclosure	NOUN
ihlr-22370	1058	26	,	,	PUNCT
ihlr-22370	1058	27	we	we	PRON
ihlr-22370	1058	28	need	need	VERB
ihlr-22370	1058	29	to	to	PART
ihlr-22370	1058	30	know	know	VERB
ihlr-22370	1058	31	a	a	DET
ihlr-22370	1058	32	lot	lot	NOUN
ihlr-22370	1058	33	more	more	ADJ
ihlr-22370	1058	34	about	about	ADP
ihlr-22370	1058	35	how	how	SCONJ
ihlr-22370	1058	36	to	to	PART
ihlr-22370	1058	37	ensure	ensure	VERB
ihlr-22370	1058	38	coics	coic	NOUN
ihlr-22370	1058	39	are	be	AUX
ihlr-22370	1058	40	up	up	ADP
ihlr-22370	1058	41	to	to	ADP
ihlr-22370	1058	42	the	the	DET
ihlr-22370	1058	43	task	task	NOUN
ihlr-22370	1058	44	.	.	PUNCT
ihlr-22370	1059	1	f.	f.	PROPN
ihlr-22370	1060	1	what	what	PRON
ihlr-22370	1060	2	about	about	ADP
ihlr-22370	1060	3	non	non	ADJ
ihlr-22370	1060	4	-	-	ADJ
ihlr-22370	1060	5	financial	financial	ADJ
ihlr-22370	1060	6	interests	interest	NOUN
ihlr-22370	1060	7	?	?	PUNCT
ihlr-22370	1061	1	the	the	DET
ihlr-22370	1061	2	sunshine	sunshine	PROPN
ihlr-22370	1061	3	act	act	NOUN
ihlr-22370	1061	4	exclusively	exclusively	ADV
ihlr-22370	1061	5	focuses	focus	VERB
ihlr-22370	1061	6	on	on	ADP
ihlr-22370	1061	7	financial	financial	ADJ
ihlr-22370	1061	8	relationships	relationship	NOUN
ihlr-22370	1061	9	.	.	PUNCT
ihlr-22370	1062	1	this	this	PRON
ihlr-22370	1062	2	does	do	AUX
ihlr-22370	1062	3	not	not	PART
ihlr-22370	1062	4	surprise	surprise	VERB
ihlr-22370	1062	5	.	.	PUNCT
ihlr-22370	1063	1	concern	concern	NOUN
ihlr-22370	1063	2	about	about	ADP
ihlr-22370	1063	3	financial	financial	ADJ
ihlr-22370	1063	4	conflicts	conflict	NOUN
ihlr-22370	1063	5	has	have	AUX
ihlr-22370	1063	6	crowded	crowd	VERB
ihlr-22370	1063	7	out	out	ADP
ihlr-22370	1063	8	consideration	consideration	NOUN
ihlr-22370	1063	9	of	of	ADP
ihlr-22370	1063	10	other	other	ADJ
ihlr-22370	1063	11	secondary	secondary	ADJ
ihlr-22370	1063	12	interests	interest	NOUN
ihlr-22370	1063	13	that	that	PRON
ihlr-22370	1063	14	can	can	AUX
ihlr-22370	1063	15	also	also	ADV
ihlr-22370	1063	16	bias	bias	VERB
ihlr-22370	1063	17	health	health	NOUN
ihlr-22370	1063	18	care	care	NOUN
ihlr-22370	1063	19	decision	decision	NOUN
ihlr-22370	1063	20	-	-	PUNCT
ihlr-22370	1063	21	making	making	NOUN
ihlr-22370	1063	22	.	.	PUNCT
ihlr-22370	1064	1	for	for	ADP
ihlr-22370	1064	2	example	example	NOUN
ihlr-22370	1064	3	,	,	PUNCT
ihlr-22370	1064	4	the	the	DET
ihlr-22370	1064	5	institute	institute	NOUN
ihlr-22370	1064	6	of	of	ADP
ihlr-22370	1064	7	medicine	medicine	NOUN
ihlr-22370	1064	8	’s	’s	PART
ihlr-22370	1064	9	conflict	conflict	NOUN
ihlr-22370	1064	10	of	of	ADP
ihlr-22370	1064	11	interest	interest	NOUN
ihlr-22370	1064	12	report	report	NOUN
ihlr-22370	1064	13	focuses	focus	VERB
ihlr-22370	1064	14	almost	almost	ADV
ihlr-22370	1064	15	entirely	entirely	ADV
ihlr-22370	1064	16	on	on	ADP
ihlr-22370	1064	17	financial	financial	ADJ
ihlr-22370	1064	18	conflicts	conflict	NOUN
ihlr-22370	1064	19	.	.	PUNCT
ihlr-22370	1065	1	likewise	likewise	ADV
ihlr-22370	1065	2	,	,	PUNCT
ihlr-22370	1065	3	many	many	ADJ
ihlr-22370	1065	4	institutional	institutional	ADJ
ihlr-22370	1065	5	policies	policy	NOUN
ihlr-22370	1065	6	and197	and197	VERB
ihlr-22370	1065	7	professional	professional	ADJ
ihlr-22370	1065	8	society	society	NOUN
ihlr-22370	1065	9	guidelines	guideline	NOUN
ihlr-22370	1065	10	address	address	VERB
ihlr-22370	1065	11	only	only	ADV
ihlr-22370	1065	12	financial	financial	ADJ
ihlr-22370	1065	13	conflicts	conflict	NOUN
ihlr-22370	1065	14	.	.	PUNCT
ihlr-22370	1066	1	but	but	CCONJ
ihlr-22370	1066	2	what	what	PRON
ihlr-22370	1066	3	about198	about198	PROPN
ihlr-22370	1066	4	non	non	ADJ
ihlr-22370	1066	5	-	-	ADJ
ihlr-22370	1066	6	financial	financial	ADJ
ihlr-22370	1066	7	influences	influence	NOUN
ihlr-22370	1066	8	that	that	PRON
ihlr-22370	1066	9	can	can	AUX
ihlr-22370	1066	10	also	also	ADV
ihlr-22370	1066	11	negatively	negatively	ADV
ihlr-22370	1066	12	impact	impact	VERB
ihlr-22370	1066	13	a	a	DET
ihlr-22370	1066	14	healthcare	healthcare	NOUN
ihlr-22370	1066	15	provider	provider	NOUN
ihlr-22370	1066	16	’s	’s	PART
ihlr-22370	1066	17	professional	professional	ADJ
ihlr-22370	1066	18	judgment	judgment	NOUN
ihlr-22370	1066	19	and	and	CCONJ
ihlr-22370	1066	20	conduct	conduct	VERB
ihlr-22370	1066	21	?	?	PUNCT
ihlr-22370	1067	1	nonfinancial	nonfinancial	ADJ
ihlr-22370	1067	2	interests	interest	NOUN
ihlr-22370	1067	3	of	of	ADP
ihlr-22370	1067	4	this	this	DET
ihlr-22370	1067	5	type	type	NOUN
ihlr-22370	1067	6	include	include	VERB
ihlr-22370	1067	7	prestige	prestige	NOUN
ihlr-22370	1067	8	,	,	PUNCT
ihlr-22370	1067	9	professional	professional	ADJ
ihlr-22370	1067	10	honors	honor	NOUN
ihlr-22370	1067	11	,	,	PUNCT
ihlr-22370	1067	12	career	career	NOUN
ihlr-22370	1067	13	advancement	advancement	NOUN
ihlr-22370	1067	14	,	,	PUNCT
ihlr-22370	1067	15	glory	glory	NOUN
ihlr-22370	1067	16	seeking	seeking	NOUN
ihlr-22370	1067	17	,	,	PUNCT
ihlr-22370	1067	18	political	political	ADJ
ihlr-22370	1067	19	predispositions	predisposition	NOUN
ihlr-22370	1067	20	,	,	PUNCT
ihlr-22370	1067	21	and	and	CCONJ
ihlr-22370	1067	22	intellectual	intellectual	ADJ
ihlr-22370	1067	23	zeal	zeal	NOUN
ihlr-22370	1067	24	.	.	PUNCT
ihlr-22370	1068	1	199	199	NUM
ihlr-22370	1068	2	unfortunately	unfortunately	ADV
ihlr-22370	1068	3	,	,	PUNCT
ihlr-22370	1068	4	the	the	DET
ihlr-22370	1068	5	evidence	evidence	NOUN
ihlr-22370	1068	6	base	base	NOUN
ihlr-22370	1068	7	is	be	AUX
ihlr-22370	1068	8	underdeveloped	underdeveloped	ADJ
ihlr-22370	1068	9	concerning	concern	VERB
ihlr-22370	1068	10	the	the	DET
ihlr-22370	1068	11	prevalence	prevalence	NOUN
ihlr-22370	1068	12	and	and	CCONJ
ihlr-22370	1068	13	influence	influence	NOUN
ihlr-22370	1068	14	of	of	ADP
ihlr-22370	1068	15	non	non	ADJ
ihlr-22370	1068	16	-	-	ADJ
ihlr-22370	1068	17	financial	financial	ADJ
ihlr-22370	1068	18	interests	interest	NOUN
ihlr-22370	1068	19	.	.	PUNCT
ihlr-22370	1069	1	there	there	PRON
ihlr-22370	1069	2	is	be	VERB
ihlr-22370	1069	3	no	no	DET
ihlr-22370	1069	4	equivalent	equivalent	ADJ
ihlr-22370	1069	5	to	to	ADP
ihlr-22370	1069	6	the	the	DET
ihlr-22370	1069	7	sunshine	sunshine	PROPN
ihlr-22370	1069	8	act	act	NOUN
ihlr-22370	1069	9	in	in	ADP
ihlr-22370	1069	10	terms	term	NOUN
ihlr-22370	1069	11	of	of	ADP
ihlr-22370	1069	12	comprehensive	comprehensive	ADJ
ihlr-22370	1069	13	reporting	reporting	NOUN
ihlr-22370	1069	14	of	of	ADP
ihlr-22370	1069	15	non	non	ADJ
ihlr-22370	1069	16	-	-	ADJ
ihlr-22370	1069	17	financial	financial	ADJ
ihlr-22370	1069	18	interests	interest	NOUN
ihlr-22370	1069	19	.	.	PUNCT
ihlr-22370	1070	1	public	public	ADJ
ihlr-22370	1070	2	disclosure	disclosure	NOUN
ihlr-22370	1070	3	of	of	ADP
ihlr-22370	1070	4	non	non	ADJ
ihlr-22370	1070	5	-	-	ADJ
ihlr-22370	1070	6	financial	financial	ADJ
ihlr-22370	1070	7	interests	interest	NOUN
ihlr-22370	1070	8	has	have	AUX
ihlr-22370	1070	9	been	be	AUX
ihlr-22370	1070	10	very	very	ADV
ihlr-22370	1070	11	limited	limited	ADJ
ihlr-22370	1070	12	,	,	PUNCT
ihlr-22370	1070	13	such	such	ADJ
ihlr-22370	1070	14	as	as	ADP
ihlr-22370	1070	15	with	with	ADP
ihlr-22370	1070	16	the	the	DET
ihlr-22370	1070	17	international	international	ADJ
ihlr-22370	1070	18	committee	committee	PROPN
ihlr-22370	1070	19	of	of	ADP
ihlr-22370	1070	20	medical	medical	ADJ
ihlr-22370	1070	21	journal	journal	PROPN
ihlr-22370	1070	22	editors	editor	NOUN
ihlr-22370	1070	23	(	(	PUNCT
ihlr-22370	1070	24	icmje	icmje	NOUN
ihlr-22370	1070	25	)	)	PUNCT
ihlr-22370	1070	26	’s	’s	PART
ihlr-22370	1070	27	uniform	uniform	ADJ
ihlr-22370	1070	28	disclosure	disclosure	NOUN
ihlr-22370	1070	29	rules	rule	NOUN
ihlr-22370	1070	30	that	that	PRON
ihlr-22370	1070	31	require	require	VERB
ihlr-22370	1070	32	medical	medical	ADJ
ihlr-22370	1070	33	journal	journal	NOUN
ihlr-22370	1070	34	authors	author	NOUN
ihlr-22370	1070	35	to	to	PART
ihlr-22370	1070	36	report	report	VERB
ihlr-22370	1070	37	certain	certain	ADJ
ihlr-22370	1070	38	nonfinancial	nonfinancial	ADJ
ihlr-22370	1070	39	interests	interest	NOUN
ihlr-22370	1070	40	in	in	ADP
ihlr-22370	1070	41	their	their	PRON
ihlr-22370	1070	42	publications	publication	NOUN
ihlr-22370	1070	43	.	.	PUNCT
ihlr-22370	1071	1	equally	equally	ADV
ihlr-22370	1071	2	unclear	unclear	ADJ
ihlr-22370	1071	3	is	be	AUX
ihlr-22370	1071	4	how	how	SCONJ
ihlr-22370	1071	5	to	to	PART
ihlr-22370	1071	6	regulate	regulate	VERB
ihlr-22370	1071	7	non-200	non-200	PRON
ihlr-22370	1071	8	financial	financial	ADJ
ihlr-22370	1071	9	interests	interest	NOUN
ihlr-22370	1071	10	,	,	PUNCT
ihlr-22370	1071	11	which	which	PRON
ihlr-22370	1071	12	are	be	AUX
ihlr-22370	1071	13	more	more	ADV
ihlr-22370	1071	14	intangible	intangible	ADJ
ihlr-22370	1071	15	and	and	CCONJ
ihlr-22370	1071	16	amorphous	amorphous	ADJ
ihlr-22370	1071	17	compared	compare	VERB
ihlr-22370	1071	18	to	to	ADP
ihlr-22370	1071	19	financial	financial	ADJ
ihlr-22370	1071	20	relationships	relationship	NOUN
ihlr-22370	1071	21	.	.	PUNCT
ihlr-22370	1072	1	but	but	CCONJ
ihlr-22370	1072	2	enough	enough	ADJ
ihlr-22370	1072	3	is	be	AUX
ihlr-22370	1072	4	known	know	VERB
ihlr-22370	1072	5	to	to	PART
ihlr-22370	1072	6	suspect	suspect	VERB
ihlr-22370	1072	7	that	that	SCONJ
ihlr-22370	1072	8	nonfinancial	nonfinancial	ADJ
ihlr-22370	1072	9	interests	interest	NOUN
ihlr-22370	1072	10	warrant	warrant	VERB
ihlr-22370	1072	11	greater	great	ADJ
ihlr-22370	1072	12	regulatory	regulatory	ADJ
ihlr-22370	1072	13	attention	attention	NOUN
ihlr-22370	1072	14	.	.	PUNCT
ihlr-22370	1073	1	for	for	ADP
ihlr-22370	1073	2	example	example	NOUN
ihlr-22370	1073	3	,	,	PUNCT
ihlr-22370	1073	4	in	in	ADP
ihlr-22370	1073	5	the	the	DET
ihlr-22370	1073	6	clinical	clinical	ADJ
ihlr-22370	1073	7	research	research	NOUN
ihlr-22370	1073	8	context	context	NOUN
ihlr-22370	1073	9	,	,	PUNCT
ihlr-22370	1073	10	investigations	investigation	NOUN
ihlr-22370	1073	11	suggest	suggest	VERB
ihlr-22370	1073	12	that	that	SCONJ
ihlr-22370	1073	13	financial	financial	ADJ
ihlr-22370	1073	14	conflicts	conflict	NOUN
ihlr-22370	1073	15	and	and	CCONJ
ihlr-22370	1073	16	certain	certain	ADJ
ihlr-22370	1073	17	non	non	ADJ
ihlr-22370	1073	18	-	-	ADJ
ihlr-22370	1073	19	financial	financial	ADJ
ihlr-22370	1073	20	interests	interest	NOUN
ihlr-22370	1073	21	,	,	PUNCT
ihlr-22370	1073	22	such	such	ADJ
ihlr-22370	1073	23	as	as	ADP
ihlr-22370	1073	24	allegiance	allegiance	NOUN
ihlr-22370	1073	25	to	to	ADP
ihlr-22370	1073	26	a	a	DET
ihlr-22370	1073	27	particular	particular	ADJ
ihlr-22370	1073	28	treatment	treatment	NOUN
ihlr-22370	1073	29	approach	approach	NOUN
ihlr-22370	1073	30	,	,	PUNCT
ihlr-22370	1073	31	raise	raise	VERB
ihlr-22370	1073	32	comparable	comparable	ADJ
ihlr-22370	1073	33	concerns	concern	NOUN
ihlr-22370	1073	34	.	.	PUNCT
ihlr-22370	1074	1	both	both	PRON
ihlr-22370	1074	2	are	be	AUX
ihlr-22370	1074	3	associated	associate	VERB
ihlr-22370	1074	4	with	with	ADP
ihlr-22370	1074	5	quite	quite	ADV
ihlr-22370	1074	6	similar	similar	ADJ
ihlr-22370	1074	7	bias	bias	NOUN
ihlr-22370	1074	8	effects	effect	NOUN
ihlr-22370	1074	9	,	,	PUNCT
ihlr-22370	1074	10	including	include	VERB
ihlr-22370	1074	11	failure	failure	NOUN
ihlr-22370	1074	12	to	to	PART
ihlr-22370	1074	13	publish	publish	VERB
ihlr-22370	1074	14	negative	negative	ADJ
ihlr-22370	1074	15	results	result	NOUN
ihlr-22370	1074	16	and	and	CCONJ
ihlr-22370	1074	17	selection	selection	NOUN
ihlr-22370	1074	18	of	of	ADP
ihlr-22370	1074	19	less	less	ADV
ihlr-22370	1074	20	effective	effective	ADJ
ihlr-22370	1074	21	interventions	intervention	NOUN
ihlr-22370	1074	22	to	to	PART
ihlr-22370	1074	23	compare	compare	VERB
ihlr-22370	1074	24	against	against	ADP
ihlr-22370	1074	25	the	the	DET
ihlr-22370	1074	26	favored	favor	VERB
ihlr-22370	1074	27	approach	approach	NOUN
ihlr-22370	1074	28	.	.	PUNCT
ihlr-22370	1075	1	indirect	indirect	ADJ
ihlr-22370	1075	2	and	and	CCONJ
ihlr-22370	1075	3	circumstantial	circumstantial	ADJ
ihlr-22370	1075	4	evidence	evidence	NOUN
ihlr-22370	1075	5	suggest	suggest	VERB
ihlr-22370	1075	6	that	that	SCONJ
ihlr-22370	1075	7	non	non	ADJ
ihlr-22370	1075	8	-	-	ADJ
ihlr-22370	1075	9	financial201	financial201	ADJ
ihlr-22370	1075	10	197	197	NUM
ihlr-22370	1075	11	.	.	PUNCT
ihlr-22370	1076	1	iom	iom	PROPN
ihlr-22370	1076	2	conflict	conflict	NOUN
ihlr-22370	1076	3	of	of	ADP
ihlr-22370	1076	4	interest	interest	NOUN
ihlr-22370	1076	5	report	report	NOUN
ihlr-22370	1076	6	,	,	PUNCT
ihlr-22370	1076	7	supra	supra	PROPN
ihlr-22370	1076	8	note	note	NOUN
ihlr-22370	1076	9	1	1	NUM
ihlr-22370	1076	10	,	,	PUNCT
ihlr-22370	1076	11	at	at	ADP
ihlr-22370	1076	12	xii	xii	NOUN
ihlr-22370	1076	13	(	(	PUNCT
ihlr-22370	1076	14	“	"	PUNCT
ihlr-22370	1076	15	[	[	X
ihlr-22370	1076	16	w]e	w]e	NOUN
ihlr-22370	1076	17	focus	focus	VERB
ihlr-22370	1076	18	on	on	ADP
ihlr-22370	1076	19	conflicts	conflict	NOUN
ihlr-22370	1076	20	that	that	PRON
ihlr-22370	1076	21	involve	involve	VERB
ihlr-22370	1076	22	financial	financial	ADJ
ihlr-22370	1076	23	interests	interest	NOUN
ihlr-22370	1076	24	because	because	SCONJ
ihlr-22370	1076	25	they	they	PRON
ihlr-22370	1076	26	are	be	AUX
ihlr-22370	1076	27	at	at	ADP
ihlr-22370	1076	28	the	the	DET
ihlr-22370	1076	29	heart	heart	NOUN
ihlr-22370	1076	30	of	of	ADP
ihlr-22370	1076	31	concerns	concern	NOUN
ihlr-22370	1076	32	and	and	CCONJ
ihlr-22370	1076	33	debates	debate	NOUN
ihlr-22370	1076	34	about	about	ADP
ihlr-22370	1076	35	conflicts	conflict	NOUN
ihlr-22370	1076	36	of	of	ADP
ihlr-22370	1076	37	interest	interest	NOUN
ihlr-22370	1076	38	.	.	PUNCT
ihlr-22370	1076	39	”	"	PUNCT
ihlr-22370	1076	40	)	)	PUNCT
ihlr-22370	1076	41	.	.	PUNCT
ihlr-22370	1077	1	198	198	NUM
ihlr-22370	1077	2	.	.	PUNCT
ihlr-22370	1078	1	see	see	VERB
ihlr-22370	1078	2	,	,	PUNCT
ihlr-22370	1078	3	e.g.	e.g.	ADV
ihlr-22370	1078	4	,	,	PUNCT
ihlr-22370	1078	5	protecting	protect	VERB
ihlr-22370	1078	6	patients	patient	NOUN
ihlr-22370	1078	7	,	,	PUNCT
ihlr-22370	1078	8	preserving	preserve	VERB
ihlr-22370	1078	9	integrity	integrity	NOUN
ihlr-22370	1078	10	,	,	PUNCT
ihlr-22370	1078	11	advancing	advance	VERB
ihlr-22370	1078	12	health	health	NOUN
ihlr-22370	1078	13	:	:	PUNCT
ihlr-22370	1078	14	accelerating	accelerate	VERB
ihlr-22370	1078	15	the	the	DET
ihlr-22370	1078	16	implementation	implementation	NOUN
ihlr-22370	1078	17	of	of	ADP
ihlr-22370	1078	18	coi	coi	NOUN
ihlr-22370	1078	19	policies	policy	NOUN
ihlr-22370	1078	20	in	in	ADP
ihlr-22370	1078	21	human	human	ADJ
ihlr-22370	1078	22	subjects	subject	NOUN
ihlr-22370	1078	23	research	research	NOUN
ihlr-22370	1078	24	,	,	PUNCT
ihlr-22370	1078	25	aamc	aamc	PROPN
ihlr-22370	1078	26	-	-	PUNCT
ihlr-22370	1078	27	aau	aau	PROPN
ihlr-22370	1078	28	(	(	PUNCT
ihlr-22370	1078	29	feb	feb	PROPN
ihlr-22370	1078	30	.	.	PROPN
ihlr-22370	1078	31	2008	2008	NUM
ihlr-22370	1078	32	)	)	PUNCT
ihlr-22370	1078	33	,	,	PUNCT
ihlr-22370	1078	34	https://members.aamc.org/eweb/upload/protecting%20patients,%20preserving%20integrity.pdf	https://members.aamc.org/eweb/upload/protecting%20patients,%20preserving%20integrity.pdf	PROPN
ihlr-22370	1079	1	[	[	X
ihlr-22370	1079	2	https://perma.cc/ve55-latv	https://perma.cc/ve55-latv	X
ihlr-22370	1079	3	]	]	X
ihlr-22370	1079	4	(	(	PUNCT
ihlr-22370	1079	5	concentrating	concentrate	VERB
ihlr-22370	1079	6	exclusively	exclusively	ADV
ihlr-22370	1079	7	on	on	ADP
ihlr-22370	1079	8	financial	financial	ADJ
ihlr-22370	1079	9	conflicts	conflict	NOUN
ihlr-22370	1079	10	)	)	PUNCT
ihlr-22370	1079	11	.	.	PUNCT
ihlr-22370	1080	1	199	199	NUM
ihlr-22370	1080	2	.	.	PUNCT
ihlr-22370	1081	1	richard	richard	PROPN
ihlr-22370	1081	2	s.	s.	PROPN
ihlr-22370	1081	3	saver	saver	PROPN
ihlr-22370	1081	4	,	,	PUNCT
ihlr-22370	1081	5	is	be	AUX
ihlr-22370	1081	6	it	it	PRON
ihlr-22370	1081	7	really	really	ADV
ihlr-22370	1081	8	all	all	ADV
ihlr-22370	1081	9	about	about	ADP
ihlr-22370	1081	10	the	the	DET
ihlr-22370	1081	11	money	money	NOUN
ihlr-22370	1081	12	?	?	PUNCT
ihlr-22370	1082	1	reconsidering	reconsider	VERB
ihlr-22370	1082	2	non	non	ADJ
ihlr-22370	1082	3	-	-	ADJ
ihlr-22370	1082	4	financial	financial	ADJ
ihlr-22370	1082	5	interests	interest	NOUN
ihlr-22370	1082	6	in	in	ADP
ihlr-22370	1082	7	medical	medical	ADJ
ihlr-22370	1082	8	research	research	NOUN
ihlr-22370	1082	9	,	,	PUNCT
ihlr-22370	1082	10	40	40	NUM
ihlr-22370	1082	11	j.l	j.l	PROPN
ihlr-22370	1082	12	.	.	PROPN
ihlr-22370	1082	13	med	med	PROPN
ihlr-22370	1082	14	.	.	PUNCT
ihlr-22370	1083	1	ethics	ethic	NOUN
ihlr-22370	1083	2	467	467	NUM
ihlr-22370	1083	3	,	,	PUNCT
ihlr-22370	1083	4	468	468	NUM
ihlr-22370	1083	5	(	(	PUNCT
ihlr-22370	1083	6	2012	2012	NUM
ihlr-22370	1083	7	)	)	PUNCT
ihlr-22370	1083	8	.	.	PUNCT
ihlr-22370	1084	1	200	200	NUM
ihlr-22370	1084	2	.	.	PUNCT
ihlr-22370	1084	3	see	see	VERB
ihlr-22370	1084	4	int’l	int’l	NUM
ihlr-22370	1084	5	committee	committee	NOUN
ihlr-22370	1084	6	med	me	VERB
ihlr-22370	1084	7	.	.	PUNCT
ihlr-22370	1085	1	j.	j.	PROPN
ihlr-22370	1085	2	editors	editors	PROPN
ihlr-22370	1085	3	,	,	PUNCT
ihlr-22370	1085	4	supra	supra	PROPN
ihlr-22370	1085	5	note	note	NOUN
ihlr-22370	1085	6	21	21	NUM
ihlr-22370	1085	7	,	,	PUNCT
ihlr-22370	1085	8	at	at	ADP
ihlr-22370	1085	9	§	§	PROPN
ihlr-22370	1085	10	5	5	NUM
ihlr-22370	1085	11	.	.	PUNCT
ihlr-22370	1085	12	201	201	NUM
ihlr-22370	1085	13	.	.	PUNCT
ihlr-22370	1085	14	see	see	VERB
ihlr-22370	1085	15	mario	mario	PROPN
ihlr-22370	1085	16	maj	maj	PROPN
ihlr-22370	1085	17	,	,	PUNCT
ihlr-22370	1085	18	non	non	ADJ
ihlr-22370	1085	19	-	-	ADJ
ihlr-22370	1085	20	financial	financial	ADJ
ihlr-22370	1085	21	conflicts	conflict	NOUN
ihlr-22370	1085	22	of	of	ADP
ihlr-22370	1085	23	interest	interest	NOUN
ihlr-22370	1085	24	in	in	ADP
ihlr-22370	1085	25	psychiatric	psychiatric	ADJ
ihlr-22370	1085	26	research	research	NOUN
ihlr-22370	1085	27	and	and	CCONJ
ihlr-22370	1085	28	practice	practice	NOUN
ihlr-22370	1085	29	,	,	PUNCT
ihlr-22370	1085	30	https://doi.org/10.1111/j.1748-720x.2012.00679.x	https://doi.org/10.1111/j.1748-720x.2012.00679.x	PROPN
ihlr-22370	1085	31	106	106	NUM
ihlr-22370	1085	32	indiana	indiana	PROPN
ihlr-22370	1085	33	health	health	PROPN
ihlr-22370	1085	34	law	law	PROPN
ihlr-22370	1085	35	review	review	NOUN
ihlr-22370	1085	36	[	[	X
ihlr-22370	1085	37	vol	vol	NOUN
ihlr-22370	1085	38	.	.	PUNCT
ihlr-22370	1086	1	15:67	15:67	NUM
ihlr-22370	1086	2	interests	interest	NOUN
ihlr-22370	1086	3	raise	raise	VERB
ihlr-22370	1086	4	misaligned	misaligned	ADJ
ihlr-22370	1086	5	incentives	incentive	NOUN
ihlr-22370	1086	6	problems	problem	NOUN
ihlr-22370	1086	7	on	on	ADP
ihlr-22370	1086	8	a	a	DET
ihlr-22370	1086	9	regularly	regularly	ADV
ihlr-22370	1086	10	recurring	recur	VERB
ihlr-22370	1086	11	basis	basis	NOUN
ihlr-22370	1086	12	.	.	PUNCT
ihlr-22370	1087	1	a	a	DET
ihlr-22370	1087	2	review	review	NOUN
ihlr-22370	1087	3	of	of	ADP
ihlr-22370	1087	4	scientific	scientific	ADJ
ihlr-22370	1087	5	misconduct	misconduct	NOUN
ihlr-22370	1087	6	incidents	incident	NOUN
ihlr-22370	1087	7	reported	report	VERB
ihlr-22370	1087	8	on	on	ADP
ihlr-22370	1087	9	hhs	hhs	NOUN
ihlr-22370	1087	10	’	'	PUNCT
ihlr-22370	1087	11	office	office	NOUN
ihlr-22370	1087	12	of	of	ADP
ihlr-22370	1087	13	research	research	NOUN
ihlr-22370	1087	14	integrity	integrity	NOUN
ihlr-22370	1087	15	’s	’s	PART
ihlr-22370	1087	16	website	website	NOUN
ihlr-22370	1087	17	concluded	conclude	VERB
ihlr-22370	1087	18	that	that	SCONJ
ihlr-22370	1087	19	many	many	ADJ
ihlr-22370	1087	20	of	of	ADP
ihlr-22370	1087	21	the	the	DET
ihlr-22370	1087	22	reported	report	VERB
ihlr-22370	1087	23	incidents	incident	NOUN
ihlr-22370	1087	24	of	of	ADP
ihlr-22370	1087	25	faked	fake	VERB
ihlr-22370	1087	26	data	datum	NOUN
ihlr-22370	1087	27	and	and	CCONJ
ihlr-22370	1087	28	other	other	ADJ
ihlr-22370	1087	29	troubling	troubling	ADJ
ihlr-22370	1087	30	actions	action	NOUN
ihlr-22370	1087	31	to	to	PART
ihlr-22370	1087	32	alter	alter	VERB
ihlr-22370	1087	33	study	study	NOUN
ihlr-22370	1087	34	results	result	NOUN
ihlr-22370	1087	35	rarely	rarely	ADV
ihlr-22370	1087	36	appeared	appear	VERB
ihlr-22370	1087	37	to	to	PART
ihlr-22370	1087	38	involve	involve	VERB
ihlr-22370	1087	39	researchers	researcher	NOUN
ihlr-22370	1087	40	with	with	ADP
ihlr-22370	1087	41	conflicting	conflicting	ADJ
ihlr-22370	1087	42	financial	financial	ADJ
ihlr-22370	1087	43	interests	interest	NOUN
ihlr-22370	1087	44	,	,	PUNCT
ihlr-22370	1087	45	but	but	CCONJ
ihlr-22370	1087	46	instead	instead	ADV
ihlr-22370	1087	47	involved	involve	VERB
ihlr-22370	1087	48	non	non	ADJ
ihlr-22370	1087	49	-	-	ADJ
ihlr-22370	1087	50	financial	financial	ADJ
ihlr-22370	1087	51	pressures	pressure	NOUN
ihlr-22370	1087	52	such	such	ADJ
ihlr-22370	1087	53	as	as	ADP
ihlr-22370	1087	54	academic	academic	ADJ
ihlr-22370	1087	55	advancement	advancement	NOUN
ihlr-22370	1087	56	pressures	pressure	NOUN
ihlr-22370	1087	57	.	.	PUNCT
ihlr-22370	1088	1	researchers	researcher	NOUN
ihlr-22370	1088	2	also202	also202	PROPN
ihlr-22370	1088	3	anecdotally	anecdotally	ADV
ihlr-22370	1088	4	report	report	VERB
ihlr-22370	1088	5	that	that	SCONJ
ihlr-22370	1088	6	non	non	ADJ
ihlr-22370	1088	7	-	-	ADJ
ihlr-22370	1088	8	financial	financial	ADJ
ihlr-22370	1088	9	interests	interest	NOUN
ihlr-22370	1088	10	are	be	AUX
ihlr-22370	1088	11	widespread	widespread	ADJ
ihlr-22370	1088	12	and	and	CCONJ
ihlr-22370	1088	13	,	,	PUNCT
ihlr-22370	1088	14	at	at	ADP
ihlr-22370	1088	15	times	time	NOUN
ihlr-22370	1088	16	,	,	PUNCT
ihlr-22370	1088	17	pose	pose	VERB
ihlr-22370	1088	18	more	more	ADJ
ihlr-22370	1088	19	risk	risk	NOUN
ihlr-22370	1088	20	than	than	ADP
ihlr-22370	1088	21	financial	financial	ADJ
ihlr-22370	1088	22	interests.203	interests.203	VERB
ihlr-22370	1088	23	regulatory	regulatory	ADJ
ihlr-22370	1088	24	disregard	disregard	NOUN
ihlr-22370	1088	25	of	of	ADP
ihlr-22370	1088	26	non	non	ADJ
ihlr-22370	1088	27	-	-	ADJ
ihlr-22370	1088	28	financial	financial	ADJ
ihlr-22370	1088	29	interests	interest	NOUN
ihlr-22370	1088	30	is	be	AUX
ihlr-22370	1088	31	concerning	concern	VERB
ihlr-22370	1088	32	not	not	PART
ihlr-22370	1088	33	only	only	ADV
ihlr-22370	1088	34	because	because	SCONJ
ihlr-22370	1088	35	of	of	ADP
ihlr-22370	1088	36	the	the	DET
ihlr-22370	1088	37	risks	risk	NOUN
ihlr-22370	1088	38	they	they	PRON
ihlr-22370	1088	39	pose	pose	VERB
ihlr-22370	1088	40	.	.	PUNCT
ihlr-22370	1089	1	financial	financial	ADJ
ihlr-22370	1089	2	conflicts	conflict	NOUN
ihlr-22370	1089	3	regulations	regulation	NOUN
ihlr-22370	1089	4	are	be	AUX
ihlr-22370	1089	5	simply	simply	ADV
ihlr-22370	1089	6	inadequate	inadequate	ADJ
ihlr-22370	1089	7	when	when	SCONJ
ihlr-22370	1089	8	they	they	PRON
ihlr-22370	1089	9	address	address	VERB
ihlr-22370	1089	10	problematic	problematic	ADJ
ihlr-22370	1089	11	provider	provider	NOUN
ihlr-22370	1089	12	and	and	CCONJ
ihlr-22370	1089	13	researcher	researcher	NOUN
ihlr-22370	1089	14	behaviors	behavior	NOUN
ihlr-22370	1089	15	likely	likely	ADV
ihlr-22370	1089	16	influenced	influence	VERB
ihlr-22370	1089	17	both	both	CCONJ
ihlr-22370	1089	18	by	by	ADP
ihlr-22370	1089	19	financial	financial	ADJ
ihlr-22370	1089	20	ties	tie	NOUN
ihlr-22370	1089	21	and	and	CCONJ
ihlr-22370	1089	22	non	non	ADJ
ihlr-22370	1089	23	-	-	ADJ
ihlr-22370	1089	24	financial	financial	ADJ
ihlr-22370	1089	25	interests	interest	NOUN
ihlr-22370	1089	26	.	.	PUNCT
ihlr-22370	1090	1	moreover	moreover	ADV
ihlr-22370	1090	2	,	,	PUNCT
ihlr-22370	1090	3	it	it	PRON
ihlr-22370	1090	4	may	may	AUX
ihlr-22370	1090	5	be	be	AUX
ihlr-22370	1090	6	unwise	unwise	ADJ
ihlr-22370	1090	7	,	,	PUNCT
ihlr-22370	1090	8	and204	and204	NOUN
ihlr-22370	1090	9	even	even	ADV
ihlr-22370	1090	10	impossible	impossible	ADJ
ihlr-22370	1090	11	,	,	PUNCT
ihlr-22370	1090	12	to	to	PART
ihlr-22370	1090	13	treat	treat	VERB
ihlr-22370	1090	14	financial	financial	ADJ
ihlr-22370	1090	15	conflicts	conflict	NOUN
ihlr-22370	1090	16	as	as	ADP
ihlr-22370	1090	17	a	a	DET
ihlr-22370	1090	18	discrete	discrete	ADJ
ihlr-22370	1090	19	,	,	PUNCT
ihlr-22370	1090	20	compartmentalized	compartmentalized	ADJ
ihlr-22370	1090	21	area	area	NOUN
ihlr-22370	1090	22	of	of	ADP
ihlr-22370	1090	23	focus	focus	NOUN
ihlr-22370	1090	24	,	,	PUNCT
ihlr-22370	1090	25	as	as	SCONJ
ihlr-22370	1090	26	the	the	DET
ihlr-22370	1090	27	sunshine	sunshine	PROPN
ihlr-22370	1090	28	act	act	PROPN
ihlr-22370	1090	29	attempts	attempt	VERB
ihlr-22370	1090	30	to	to	PART
ihlr-22370	1090	31	do	do	VERB
ihlr-22370	1090	32	.	.	PUNCT
ihlr-22370	1091	1	where	where	SCONJ
ihlr-22370	1091	2	financial	financial	ADJ
ihlr-22370	1091	3	ties	tie	NOUN
ihlr-22370	1091	4	end	end	VERB
ihlr-22370	1091	5	and	and	CCONJ
ihlr-22370	1091	6	nonfinancial	nonfinancial	ADJ
ihlr-22370	1091	7	interests	interest	NOUN
ihlr-22370	1091	8	begin	begin	VERB
ihlr-22370	1091	9	is	be	AUX
ihlr-22370	1091	10	often	often	ADV
ihlr-22370	1091	11	unclear	unclear	ADJ
ihlr-22370	1091	12	.	.	PUNCT
ihlr-22370	1092	1	non	non	ADJ
ihlr-22370	1092	2	-	-	ADJ
ihlr-22370	1092	3	financial	financial	ADJ
ihlr-22370	1092	4	rewards	reward	NOUN
ihlr-22370	1092	5	can	can	AUX
ihlr-22370	1092	6	also	also	ADV
ihlr-22370	1092	7	result	result	VERB
ihlr-22370	1092	8	in	in	ADP
ihlr-22370	1092	9	financial	financial	ADJ
ihlr-22370	1092	10	gain	gain	NOUN
ihlr-22370	1092	11	.	.	PUNCT
ihlr-22370	1093	1	an	an	DET
ihlr-22370	1093	2	investigator	investigator	NOUN
ihlr-22370	1093	3	’s	’s	PART
ihlr-22370	1093	4	enhanced	enhance	VERB
ihlr-22370	1093	5	academic	academic	ADJ
ihlr-22370	1093	6	reputation	reputation	NOUN
ihlr-22370	1093	7	may	may	AUX
ihlr-22370	1093	8	be	be	AUX
ihlr-22370	1093	9	able	able	ADJ
ihlr-22370	1093	10	to	to	PART
ihlr-22370	1093	11	be	be	AUX
ihlr-22370	1093	12	monetized	monetize	VERB
ihlr-22370	1093	13	as	as	SCONJ
ihlr-22370	1093	14	it	it	PRON
ihlr-22370	1093	15	increases	increase	VERB
ihlr-22370	1093	16	the	the	DET
ihlr-22370	1093	17	researcher	researcher	NOUN
ihlr-22370	1093	18	’s	’s	PART
ihlr-22370	1093	19	ability	ability	NOUN
ihlr-22370	1093	20	to	to	PART
ihlr-22370	1093	21	attract	attract	VERB
ihlr-22370	1093	22	grants	grant	NOUN
ihlr-22370	1093	23	or	or	CCONJ
ihlr-22370	1093	24	demand	demand	VERB
ihlr-22370	1093	25	a	a	DET
ihlr-22370	1093	26	higher	high	ADJ
ihlr-22370	1093	27	salary	salary	NOUN
ihlr-22370	1093	28	.	.	PUNCT
ihlr-22370	1094	1	the	the	DET
ihlr-22370	1094	2	boundary	boundary	ADJ
ihlr-22370	1094	3	problems	problem	NOUN
ihlr-22370	1094	4	run	run	VERB
ihlr-22370	1094	5	in	in	ADP
ihlr-22370	1094	6	the	the	DET
ihlr-22370	1094	7	other	other	ADJ
ihlr-22370	1094	8	direction	direction	NOUN
ihlr-22370	1094	9	as	as	ADV
ihlr-22370	1094	10	well	well	ADV
ihlr-22370	1094	11	.	.	PUNCT
ihlr-22370	1095	1	financial	financial	ADJ
ihlr-22370	1095	2	ties	tie	NOUN
ihlr-22370	1095	3	can	can	AUX
ihlr-22370	1095	4	facilitate	facilitate	VERB
ihlr-22370	1095	5	relationships	relationship	NOUN
ihlr-22370	1095	6	that	that	PRON
ihlr-22370	1095	7	ultimately	ultimately	ADV
ihlr-22370	1095	8	warrant	warrant	VERB
ihlr-22370	1095	9	concern	concern	NOUN
ihlr-22370	1095	10	primarily	primarily	ADV
ihlr-22370	1095	11	because	because	SCONJ
ihlr-22370	1095	12	of	of	ADP
ihlr-22370	1095	13	the	the	DET
ihlr-22370	1095	14	social	social	ADJ
ihlr-22370	1095	15	,	,	PUNCT
ihlr-22370	1095	16	not	not	PART
ihlr-22370	1095	17	economic	economic	ADJ
ihlr-22370	1095	18	,	,	PUNCT
ihlr-22370	1095	19	influences	influence	NOUN
ihlr-22370	1095	20	introduced	introduce	VERB
ihlr-22370	1095	21	,	,	PUNCT
ihlr-22370	1095	22	such	such	ADJ
ihlr-22370	1095	23	as	as	ADP
ihlr-22370	1095	24	the	the	DET
ihlr-22370	1095	25	pressures	pressure	NOUN
ihlr-22370	1095	26	of	of	ADP
ihlr-22370	1095	27	indebtedness	indebtedness	NOUN
ihlr-22370	1095	28	,	,	PUNCT
ihlr-22370	1095	29	unconscious	unconscious	ADJ
ihlr-22370	1095	30	gratitude	gratitude	NOUN
ihlr-22370	1095	31	,	,	PUNCT
ihlr-22370	1095	32	and	and	CCONJ
ihlr-22370	1095	33	reciprocity	reciprocity	NOUN
ihlr-22370	1095	34	that	that	PRON
ihlr-22370	1095	35	are	be	AUX
ihlr-22370	1095	36	thought	think	VERB
ihlr-22370	1095	37	to	to	PART
ihlr-22370	1095	38	arise	arise	VERB
ihlr-22370	1095	39	for	for	ADP
ihlr-22370	1095	40	physicians	physician	NOUN
ihlr-22370	1095	41	receiving	receive	VERB
ihlr-22370	1095	42	even	even	ADV
ihlr-22370	1095	43	small	small	ADJ
ihlr-22370	1095	44	gifts	gift	NOUN
ihlr-22370	1095	45	and	and	CCONJ
ihlr-22370	1095	46	low	low	ADJ
ihlr-22370	1095	47	dollar	dollar	NOUN
ihlr-22370	1095	48	payments	payment	NOUN
ihlr-22370	1095	49	.	.	PUNCT
ihlr-22370	1096	1	non	non	ADJ
ihlr-22370	1096	2	-	-	ADJ
ihlr-22370	1096	3	economic205	economic205	ADJ
ihlr-22370	1096	4	interests	interest	NOUN
ihlr-22370	1096	5	often	often	ADV
ihlr-22370	1096	6	not	not	PART
ihlr-22370	1096	7	only	only	ADV
ihlr-22370	1096	8	accompany	accompany	NOUN
ihlr-22370	1096	9	but	but	CCONJ
ihlr-22370	1096	10	also	also	ADV
ihlr-22370	1096	11	“	"	PUNCT
ihlr-22370	1096	12	modify	modify	VERB
ihlr-22370	1096	13	and	and	CCONJ
ihlr-22370	1096	14	strengthen	strengthen	VERB
ihlr-22370	1096	15	financial	financial	ADJ
ihlr-22370	1096	16	incentives	incentive	NOUN
ihlr-22370	1096	17	.	.	PUNCT
ihlr-22370	1096	18	”	"	PUNCT
ihlr-22370	1097	1	the	the	DET
ihlr-22370	1097	2	increasingly	increasingly	ADV
ihlr-22370	1097	3	blurred	blurred	ADJ
ihlr-22370	1097	4	distinctions	distinction	NOUN
ihlr-22370	1097	5	between	between	ADP
ihlr-22370	1097	6	financial	financial	ADJ
ihlr-22370	1097	7	and	and	CCONJ
ihlr-22370	1097	8	non-206	non-206	NOUN
ihlr-22370	1097	9	financial	financial	ADJ
ihlr-22370	1097	10	interests	interest	NOUN
ihlr-22370	1097	11	calls	call	VERB
ihlr-22370	1097	12	into	into	ADP
ihlr-22370	1097	13	question	question	NOUN
ihlr-22370	1097	14	the	the	DET
ihlr-22370	1097	15	exclusive	exclusive	ADJ
ihlr-22370	1097	16	regulatory	regulatory	ADJ
ihlr-22370	1097	17	focus	focus	NOUN
ihlr-22370	1097	18	on	on	ADP
ihlr-22370	1097	19	financial	financial	ADJ
ihlr-22370	1097	20	conflicts	conflict	NOUN
ihlr-22370	1097	21	.	.	PUNCT
ihlr-22370	1098	1	while	while	SCONJ
ihlr-22370	1098	2	the	the	DET
ihlr-22370	1098	3	evidence	evidence	NOUN
ihlr-22370	1098	4	base	base	NOUN
ihlr-22370	1098	5	is	be	AUX
ihlr-22370	1098	6	limited	limit	VERB
ihlr-22370	1098	7	regarding	regard	VERB
ihlr-22370	1098	8	non	non	ADJ
ihlr-22370	1098	9	-	-	ADJ
ihlr-22370	1098	10	financial	financial	ADJ
ihlr-22370	1098	11	interests	interest	NOUN
ihlr-22370	1098	12	,	,	PUNCT
ihlr-22370	1098	13	they	they	PRON
ihlr-22370	1098	14	certainly	certainly	ADV
ihlr-22370	1098	15	combine	combine	VERB
ihlr-22370	1098	16	with	with	ADP
ihlr-22370	1098	17	and	and	CCONJ
ihlr-22370	1098	18	magnify	magnify	VERB
ihlr-22370	1098	19	the	the	DET
ihlr-22370	1098	20	risk	risk	NOUN
ihlr-22370	1098	21	of	of	ADP
ihlr-22370	1098	22	financial	financial	ADJ
ihlr-22370	1098	23	conflicts	conflict	NOUN
ihlr-22370	1098	24	.	.	PUNCT
ihlr-22370	1099	1	thus	thus	ADV
ihlr-22370	1099	2	,	,	PUNCT
ihlr-22370	1099	3	to	to	PART
ihlr-22370	1099	4	improve	improve	VERB
ihlr-22370	1099	5	regulation	regulation	NOUN
ihlr-22370	1099	6	of	of	ADP
ihlr-22370	1099	7	financial	financial	ADJ
ihlr-22370	1099	8	conflicts	conflict	NOUN
ihlr-22370	1099	9	generally	generally	ADV
ihlr-22370	1099	10	,	,	PUNCT
ihlr-22370	1099	11	a	a	DET
ihlr-22370	1099	12	great	great	ADJ
ihlr-22370	1099	13	deal	deal	NOUN
ihlr-22370	1099	14	more	more	ADJ
ihlr-22370	1099	15	needs	need	VERB
ihlr-22370	1099	16	to	to	PART
ihlr-22370	1099	17	be	be	AUX
ihlr-22370	1099	18	learned	learn	VERB
ihlr-22370	1099	19	about	about	ADP
ihlr-22370	1099	20	non	non	ADJ
ihlr-22370	1099	21	-	-	ADJ
ihlr-22370	1099	22	financial	financial	ADJ
ihlr-22370	1099	23	influences	influence	NOUN
ihlr-22370	1099	24	,	,	PUNCT
ihlr-22370	1099	25	including	include	VERB
ihlr-22370	1099	26	further	further	ADJ
ihlr-22370	1099	27	research	research	NOUN
ihlr-22370	1099	28	on	on	ADP
ihlr-22370	1099	29	their	their	PRON
ihlr-22370	1099	30	prevalence	prevalence	NOUN
ihlr-22370	1099	31	and	and	CCONJ
ihlr-22370	1099	32	impact	impact	NOUN
ihlr-22370	1099	33	,	,	PUNCT
ihlr-22370	1099	34	how	how	SCONJ
ihlr-22370	1099	35	they	they	PRON
ihlr-22370	1099	36	interact	interact	VERB
ihlr-22370	1099	37	with	with	ADP
ihlr-22370	1099	38	financial	financial	ADJ
ihlr-22370	1099	39	conflicts	conflict	NOUN
ihlr-22370	1099	40	,	,	PUNCT
ihlr-22370	1099	41	and	and	CCONJ
ihlr-22370	1099	42	the	the	DET
ihlr-22370	1099	43	efficacy	efficacy	NOUN
ihlr-22370	1099	44	193	193	NUM
ihlr-22370	1099	45	brit	brit	NOUN
ihlr-22370	1099	46	.	.	PUNCT
ihlr-22370	1100	1	j.	j.	PROPN
ihlr-22370	1100	2	psychiatry	psychiatry	PROPN
ihlr-22370	1100	3	91	91	NUM
ihlr-22370	1100	4	,	,	PUNCT
ihlr-22370	1100	5	91	91	NUM
ihlr-22370	1100	6	(	(	PUNCT
ihlr-22370	1100	7	aug	aug	PROPN
ihlr-22370	1100	8	.	.	PROPN
ihlr-22370	1100	9	2008	2008	NUM
ihlr-22370	1100	10	)	)	PUNCT
ihlr-22370	1100	11	;	;	PUNCT
ihlr-22370	1100	12	making	make	VERB
ihlr-22370	1100	13	sense	sense	NOUN
ihlr-22370	1100	14	of	of	ADP
ihlr-22370	1100	15	non	non	ADJ
ihlr-22370	1100	16	-	-	ADJ
ihlr-22370	1100	17	financial	financial	ADJ
ihlr-22370	1100	18	competing	compete	VERB
ihlr-22370	1100	19	interests	interest	NOUN
ihlr-22370	1100	20	,	,	PUNCT
ihlr-22370	1100	21	5	5	NUM
ihlr-22370	1100	22	plos	plo	NOUN
ihlr-22370	1100	23	med	med	PROPN
ihlr-22370	1100	24	1299	1299	NUM
ihlr-22370	1100	25	,	,	PUNCT
ihlr-22370	1100	26	1299	1299	NUM
ihlr-22370	1100	27	(	(	PUNCT
ihlr-22370	1100	28	sept	sept	PROPN
ihlr-22370	1100	29	.	.	PROPN
ihlr-22370	1100	30	30	30	NUM
ihlr-22370	1100	31	,	,	PUNCT
ihlr-22370	1100	32	2008	2008	NUM
ihlr-22370	1100	33	)	)	PUNCT
ihlr-22370	1100	34	,	,	PUNCT
ihlr-22370	1100	35	http://journals.plos.org/plosmedicine/article?id=	http://journals.plos.org/plosmedicine/article?id=	NOUN
ihlr-22370	1100	36	10.1371	10.1371	NUM
ihlr-22370	1100	37	/	/	SYM
ihlr-22370	1100	38	journal.pmed.0050199	journal.pmed.0050199	PROPN
ihlr-22370	1101	1	[	[	X
ihlr-22370	1101	2	https://perma.cc/3xfq-uhml	https://perma.cc/3xfq-uhml	X
ihlr-22370	1101	3	]	]	X
ihlr-22370	1101	4	.	.	PUNCT
ihlr-22370	1102	1	202	202	NUM
ihlr-22370	1102	2	.	.	PUNCT
ihlr-22370	1103	1	jerry	jerry	PROPN
ihlr-22370	1103	2	menikoff	menikoff	PROPN
ihlr-22370	1103	3	&	&	CCONJ
ihlr-22370	1103	4	ed	ed	PROPN
ihlr-22370	1103	5	richards	richards	PROPN
ihlr-22370	1103	6	,	,	PUNCT
ihlr-22370	1103	7	what	what	PRON
ihlr-22370	1103	8	the	the	DET
ihlr-22370	1103	9	doctor	doctor	NOUN
ihlr-22370	1103	10	did	do	AUX
ihlr-22370	1103	11	n’t	not	PART
ihlr-22370	1103	12	say	say	VERB
ihlr-22370	1103	13	:	:	PUNCT
ihlr-22370	1103	14	the	the	DET
ihlr-22370	1103	15	hidden	hidden	ADJ
ihlr-22370	1103	16	truth	truth	NOUN
ihlr-22370	1103	17	about	about	ADP
ihlr-22370	1103	18	medical	medical	ADJ
ihlr-22370	1103	19	research	research	NOUN
ihlr-22370	1103	20	226	226	NUM
ihlr-22370	1103	21	(	(	PUNCT
ihlr-22370	1103	22	2006	2006	NUM
ihlr-22370	1103	23	)	)	PUNCT
ihlr-22370	1103	24	.	.	PUNCT
ihlr-22370	1104	1	203	203	NUM
ihlr-22370	1104	2	.	.	PUNCT
ihlr-22370	1105	1	see	see	VERB
ihlr-22370	1105	2	,	,	PUNCT
ihlr-22370	1105	3	e.g.	e.g.	ADV
ihlr-22370	1105	4	,	,	PUNCT
ihlr-22370	1105	5	david	david	PROPN
ihlr-22370	1105	6	korn	korn	PROPN
ihlr-22370	1105	7	,	,	PUNCT
ihlr-22370	1105	8	conflicts	conflict	NOUN
ihlr-22370	1105	9	of	of	ADP
ihlr-22370	1105	10	interest	interest	NOUN
ihlr-22370	1105	11	in	in	ADP
ihlr-22370	1105	12	biomedical	biomedical	ADJ
ihlr-22370	1105	13	research	research	NOUN
ihlr-22370	1105	14	,	,	PUNCT
ihlr-22370	1105	15	284	284	NUM
ihlr-22370	1105	16	jama	jama	NOUN
ihlr-22370	1105	17	2234	2234	NUM
ihlr-22370	1105	18	,	,	PUNCT
ihlr-22370	1105	19	2334	2334	NUM
ihlr-22370	1105	20	(	(	PUNCT
ihlr-22370	1105	21	2000	2000	NUM
ihlr-22370	1105	22	)	)	PUNCT
ihlr-22370	1105	23	.	.	PUNCT
ihlr-22370	1106	1	204	204	NUM
ihlr-22370	1106	2	.	.	PUNCT
ihlr-22370	1107	1	yuval	yuval	PROPN
ihlr-22370	1107	2	feldman	feldman	PROPN
ihlr-22370	1107	3	et	et	PROPN
ihlr-22370	1107	4	al	al	PROPN
ihlr-22370	1107	5	.	.	PROPN
ihlr-22370	1107	6	,	,	PUNCT
ihlr-22370	1107	7	curbing	curb	VERB
ihlr-22370	1107	8	misconduct	misconduct	NOUN
ihlr-22370	1107	9	in	in	ADP
ihlr-22370	1107	10	the	the	DET
ihlr-22370	1107	11	pharmaceutical	pharmaceutical	ADJ
ihlr-22370	1107	12	industry	industry	NOUN
ihlr-22370	1107	13	:	:	PUNCT
ihlr-22370	1107	14	insights	insight	NOUN
ihlr-22370	1107	15	from	from	ADP
ihlr-22370	1107	16	behavioral	behavioral	ADJ
ihlr-22370	1107	17	ethics	ethic	NOUN
ihlr-22370	1107	18	and	and	CCONJ
ihlr-22370	1107	19	the	the	DET
ihlr-22370	1107	20	behavioral	behavioral	ADJ
ihlr-22370	1107	21	approach	approach	NOUN
ihlr-22370	1107	22	to	to	ADP
ihlr-22370	1107	23	law	law	NOUN
ihlr-22370	1107	24	,	,	PUNCT
ihlr-22370	1107	25	41	41	NUM
ihlr-22370	1107	26	j.l	j.l	PROPN
ihlr-22370	1107	27	.	.	PROPN
ihlr-22370	1107	28	med	med	PROPN
ihlr-22370	1107	29	.	.	PUNCT
ihlr-22370	1108	1	ethics	ethic	NOUN
ihlr-22370	1108	2	620	620	NUM
ihlr-22370	1108	3	,	,	PUNCT
ihlr-22370	1108	4	621	621	NUM
ihlr-22370	1108	5	(	(	PUNCT
ihlr-22370	1108	6	2013	2013	NUM
ihlr-22370	1108	7	)	)	PUNCT
ihlr-22370	1108	8	.	.	PUNCT
ihlr-22370	1109	1	205	205	NUM
ihlr-22370	1109	2	.	.	X
ihlr-22370	1110	1	lo	lo	PROPN
ihlr-22370	1110	2	,	,	PUNCT
ihlr-22370	1110	3	supra	supra	PROPN
ihlr-22370	1110	4	note	note	PROPN
ihlr-22370	1110	5	45	45	NUM
ihlr-22370	1110	6	,	,	PUNCT
ihlr-22370	1110	7	at	at	ADP
ihlr-22370	1110	8	1720	1720	NUM
ihlr-22370	1110	9	.	.	PUNCT
ihlr-22370	1111	1	206	206	NUM
ihlr-22370	1111	2	.	.	PUNCT
ihlr-22370	1112	1	s.a	s.a	PROPN
ihlr-22370	1112	2	.	.	PROPN
ihlr-22370	1112	3	magnus	magnus	PROPN
ihlr-22370	1112	4	,	,	PUNCT
ihlr-22370	1112	5	physicians	physician	NOUN
ihlr-22370	1112	6	'	'	PART
ihlr-22370	1112	7	financial	financial	ADJ
ihlr-22370	1112	8	incentives	incentive	NOUN
ihlr-22370	1112	9	in	in	ADP
ihlr-22370	1112	10	five	five	NUM
ihlr-22370	1112	11	dimensions	dimension	NOUN
ihlr-22370	1112	12	:	:	PUNCT
ihlr-22370	1112	13	a	a	DET
ihlr-22370	1112	14	conceptual	conceptual	ADJ
ihlr-22370	1112	15	framework	framework	NOUN
ihlr-22370	1112	16	for	for	ADP
ihlr-22370	1112	17	hmo	hmo	NOUN
ihlr-22370	1112	18	managers	manager	NOUN
ihlr-22370	1112	19	,	,	PUNCT
ihlr-22370	1112	20	24	24	NUM
ihlr-22370	1112	21	health	health	NOUN
ihlr-22370	1112	22	care	care	NOUN
ihlr-22370	1112	23	mgmt	mgmt	PROPN
ihlr-22370	1112	24	.	.	PUNCT
ihlr-22370	1113	1	rev	rev	PROPN
ihlr-22370	1113	2	.	.	PROPN
ihlr-22370	1113	3	57	57	NUM
ihlr-22370	1113	4	,	,	PUNCT
ihlr-22370	1113	5	67	67	NUM
ihlr-22370	1113	6	(	(	PUNCT
ihlr-22370	1113	7	1999	1999	NUM
ihlr-22370	1113	8	)	)	PUNCT
ihlr-22370	1113	9	.	.	PUNCT
ihlr-22370	1114	1	https://doi.org/10.1192/bjp.bp.108.049361	https://doi.org/10.1192/bjp.bp.108.049361	PRON
ihlr-22370	1114	2	https://doi.org/10.1371/journal.pmed.0050199	https://doi.org/10.1371/journal.pmed.0050199	VERB
ihlr-22370	1114	3	https://doi.org/10.1001/jama.284.17.2234	https://doi.org/10.1001/jama.284.17.2234	ADJ
ihlr-22370	1114	4	https://doi.org/10.1111/jlme.12071	https://doi.org/10.1111/jlme.12071	ADJ
ihlr-22370	1114	5	https://doi.org/10.1097/00004010-199901000-00006	https://doi.org/10.1097/00004010-199901000-00006	VERB
ihlr-22370	1114	6	2018	2018	NUM
ihlr-22370	1114	7	]	]	PUNCT
ihlr-22370	1114	8	financial	financial	ADJ
ihlr-22370	1114	9	conflicts	conflict	NOUN
ihlr-22370	1114	10	in	in	ADP
ihlr-22370	1114	11	the	the	DET
ihlr-22370	1114	12	new	new	ADJ
ihlr-22370	1114	13	era	era	NOUN
ihlr-22370	1114	14	of	of	ADP
ihlr-22370	1114	15	sunshine	sunshine	NOUN
ihlr-22370	1114	16	107	107	NUM
ihlr-22370	1114	17	of	of	ADP
ihlr-22370	1114	18	regulatory	regulatory	ADJ
ihlr-22370	1114	19	responses	response	NOUN
ihlr-22370	1114	20	.	.	PUNCT
ihlr-22370	1115	1	vi	vi	X
ihlr-22370	1115	2	.	.	NOUN
ihlr-22370	1115	3	conclusion	conclusion	VERB
ihlr-22370	1115	4	the	the	DET
ihlr-22370	1115	5	new	new	ADJ
ihlr-22370	1115	6	era	era	NOUN
ihlr-22370	1115	7	of	of	ADP
ihlr-22370	1115	8	sunshine	sunshine	NOUN
ihlr-22370	1115	9	about	about	ADP
ihlr-22370	1115	10	financial	financial	ADJ
ihlr-22370	1115	11	conflicts	conflict	NOUN
ihlr-22370	1115	12	has	have	AUX
ihlr-22370	1115	13	not	not	PART
ihlr-22370	1115	14	been	be	AUX
ihlr-22370	1115	15	entirely	entirely	ADV
ihlr-22370	1115	16	radiant	radiant	ADJ
ihlr-22370	1115	17	.	.	PUNCT
ihlr-22370	1116	1	considerable	considerable	ADJ
ihlr-22370	1116	2	implementation	implementation	NOUN
ihlr-22370	1116	3	challenges	challenge	NOUN
ihlr-22370	1116	4	concerning	concern	VERB
ihlr-22370	1116	5	data	data	NOUN
ihlr-22370	1116	6	selection	selection	NOUN
ihlr-22370	1116	7	and	and	CCONJ
ihlr-22370	1116	8	communication	communication	NOUN
ihlr-22370	1116	9	have	have	AUX
ihlr-22370	1116	10	hampered	hamper	VERB
ihlr-22370	1116	11	the	the	DET
ihlr-22370	1116	12	sunshine	sunshine	PROPN
ihlr-22370	1116	13	act	act	PROPN
ihlr-22370	1116	14	’s	’s	PART
ihlr-22370	1116	15	rollout	rollout	NOUN
ihlr-22370	1116	16	.	.	PUNCT
ihlr-22370	1117	1	these	these	DET
ihlr-22370	1117	2	problems	problem	NOUN
ihlr-22370	1117	3	are	be	AUX
ihlr-22370	1117	4	likely	likely	ADV
ihlr-22370	1117	5	inherent	inherent	ADJ
ihlr-22370	1117	6	and	and	CCONJ
ihlr-22370	1117	7	unavoidable	unavoidable	ADJ
ihlr-22370	1117	8	in	in	ADP
ihlr-22370	1117	9	transparency	transparency	NOUN
ihlr-22370	1117	10	programs	program	NOUN
ihlr-22370	1117	11	dealing	deal	VERB
ihlr-22370	1117	12	with	with	ADP
ihlr-22370	1117	13	industrymedicine	industrymedicine	ADJ
ihlr-22370	1117	14	financial	financial	ADJ
ihlr-22370	1117	15	relationships	relationship	NOUN
ihlr-22370	1117	16	.	.	PUNCT
ihlr-22370	1118	1	financial	financial	ADJ
ihlr-22370	1118	2	conflicts	conflict	NOUN
ihlr-22370	1118	3	are	be	AUX
ihlr-22370	1118	4	particularly	particularly	ADV
ihlr-22370	1118	5	unwieldy	unwieldy	ADJ
ihlr-22370	1118	6	subject	subject	NOUN
ihlr-22370	1118	7	matter	matter	NOUN
ihlr-22370	1118	8	for	for	ADP
ihlr-22370	1118	9	many	many	ADJ
ihlr-22370	1118	10	reasons	reason	NOUN
ihlr-22370	1118	11	,	,	PUNCT
ihlr-22370	1118	12	including	include	VERB
ihlr-22370	1118	13	the	the	DET
ihlr-22370	1118	14	complex	complex	ADJ
ihlr-22370	1118	15	transactions	transaction	NOUN
ihlr-22370	1118	16	involved	involve	VERB
ihlr-22370	1118	17	,	,	PUNCT
ihlr-22370	1118	18	the	the	DET
ihlr-22370	1118	19	necessary	necessary	ADJ
ihlr-22370	1118	20	importance	importance	NOUN
ihlr-22370	1118	21	of	of	ADP
ihlr-22370	1118	22	contextual	contextual	ADJ
ihlr-22370	1118	23	and	and	CCONJ
ihlr-22370	1118	24	comparative	comparative	ADJ
ihlr-22370	1118	25	information	information	NOUN
ihlr-22370	1118	26	,	,	PUNCT
ihlr-22370	1118	27	the	the	DET
ihlr-22370	1118	28	seeming	seeming	ADJ
ihlr-22370	1118	29	low	low	ADJ
ihlr-22370	1118	30	concern	concern	NOUN
ihlr-22370	1118	31	and	and	CCONJ
ihlr-22370	1118	32	disregard	disregard	NOUN
ihlr-22370	1118	33	about	about	ADP
ihlr-22370	1118	34	financial	financial	ADJ
ihlr-22370	1118	35	conflicts	conflict	NOUN
ihlr-22370	1118	36	among	among	ADP
ihlr-22370	1118	37	patients	patient	NOUN
ihlr-22370	1118	38	,	,	PUNCT
ihlr-22370	1118	39	and	and	CCONJ
ihlr-22370	1118	40	the	the	DET
ihlr-22370	1118	41	inevitable	inevitable	ADJ
ihlr-22370	1118	42	,	,	PUNCT
ihlr-22370	1118	43	enduring	endure	VERB
ihlr-22370	1118	44	uncertainty	uncertainty	NOUN
ihlr-22370	1118	45	as	as	ADP
ihlr-22370	1118	46	to	to	ADP
ihlr-22370	1118	47	the	the	DET
ihlr-22370	1118	48	actual	actual	ADJ
ihlr-22370	1118	49	causal	causal	ADJ
ihlr-22370	1118	50	impact	impact	NOUN
ihlr-22370	1118	51	of	of	ADP
ihlr-22370	1118	52	financial	financial	ADJ
ihlr-22370	1118	53	conflicts	conflict	NOUN
ihlr-22370	1118	54	on	on	ADP
ihlr-22370	1118	55	the	the	DET
ihlr-22370	1118	56	health	health	NOUN
ihlr-22370	1118	57	care	care	NOUN
ihlr-22370	1118	58	system	system	NOUN
ihlr-22370	1118	59	.	.	PUNCT
ihlr-22370	1119	1	additionally	additionally	ADV
ihlr-22370	1119	2	,	,	PUNCT
ihlr-22370	1119	3	considerable	considerable	ADJ
ihlr-22370	1119	4	doubts	doubt	NOUN
ihlr-22370	1119	5	exist	exist	VERB
ihlr-22370	1119	6	about	about	ADP
ihlr-22370	1119	7	the	the	DET
ihlr-22370	1119	8	sunshine	sunshine	PROPN
ihlr-22370	1119	9	act	act	PROPN
ihlr-22370	1119	10	’s	’s	PART
ihlr-22370	1119	11	effect	effect	NOUN
ihlr-22370	1119	12	on	on	ADP
ihlr-22370	1119	13	primary	primary	ADJ
ihlr-22370	1119	14	audiences	audience	NOUN
ihlr-22370	1119	15	,	,	PUNCT
ihlr-22370	1119	16	such	such	ADJ
ihlr-22370	1119	17	as	as	ADP
ihlr-22370	1119	18	patients	patient	NOUN
ihlr-22370	1119	19	and	and	CCONJ
ihlr-22370	1119	20	physicians	physician	NOUN
ihlr-22370	1119	21	.	.	PUNCT
ihlr-22370	1120	1	the	the	DET
ihlr-22370	1120	2	sunshine	sunshine	PROPN
ihlr-22370	1120	3	act	act	NOUN
ihlr-22370	1120	4	suffers	suffer	VERB
ihlr-22370	1120	5	from	from	ADP
ihlr-22370	1120	6	uncertainty	uncertainty	NOUN
ihlr-22370	1120	7	and	and	CCONJ
ihlr-22370	1120	8	poor	poor	ADJ
ihlr-22370	1120	9	design	design	NOUN
ihlr-22370	1120	10	as	as	SCONJ
ihlr-22370	1120	11	to	to	ADP
ihlr-22370	1120	12	intended	intend	VERB
ihlr-22370	1120	13	audience	audience	NOUN
ihlr-22370	1120	14	and	and	CCONJ
ihlr-22370	1120	15	mandatory	mandatory	ADJ
ihlr-22370	1120	16	disclosure	disclosure	NOUN
ihlr-22370	1120	17	has	have	VERB
ihlr-22370	1120	18	possible	possible	ADJ
ihlr-22370	1120	19	counterproductive	counterproductive	ADJ
ihlr-22370	1120	20	behavioral	behavioral	ADJ
ihlr-22370	1120	21	effects	effect	NOUN
ihlr-22370	1120	22	.	.	PUNCT
ihlr-22370	1121	1	nonetheless	nonetheless	ADV
ihlr-22370	1121	2	,	,	PUNCT
ihlr-22370	1121	3	because	because	SCONJ
ihlr-22370	1121	4	of	of	ADP
ihlr-22370	1121	5	the	the	DET
ihlr-22370	1121	6	sunshine	sunshine	PROPN
ihlr-22370	1121	7	act	act	PROPN
ihlr-22370	1121	8	,	,	PUNCT
ihlr-22370	1121	9	a	a	DET
ihlr-22370	1121	10	great	great	ADJ
ihlr-22370	1121	11	deal	deal	NOUN
ihlr-22370	1121	12	more	more	ADJ
ihlr-22370	1121	13	has	have	AUX
ihlr-22370	1121	14	been	be	AUX
ihlr-22370	1121	15	learned	learn	VERB
ihlr-22370	1121	16	about	about	ADP
ihlr-22370	1121	17	industry	industry	NOUN
ihlr-22370	1121	18	-	-	PUNCT
ihlr-22370	1121	19	medicine	medicine	NOUN
ihlr-22370	1121	20	financial	financial	ADJ
ihlr-22370	1121	21	dealings	dealing	NOUN
ihlr-22370	1121	22	.	.	PUNCT
ihlr-22370	1122	1	the	the	DET
ihlr-22370	1122	2	new	new	ADJ
ihlr-22370	1122	3	era	era	NOUN
ihlr-22370	1122	4	of	of	ADP
ihlr-22370	1122	5	sunshine	sunshine	NOUN
ihlr-22370	1122	6	has	have	AUX
ihlr-22370	1122	7	generated	generate	VERB
ihlr-22370	1122	8	valuable	valuable	ADJ
ihlr-22370	1122	9	information	information	NOUN
ihlr-22370	1122	10	about	about	ADP
ihlr-22370	1122	11	the	the	DET
ihlr-22370	1122	12	nature	nature	NOUN
ihlr-22370	1122	13	and	and	CCONJ
ihlr-22370	1122	14	scope	scope	NOUN
ihlr-22370	1122	15	of	of	ADP
ihlr-22370	1122	16	financial	financial	ADJ
ihlr-22370	1122	17	ties	tie	NOUN
ihlr-22370	1122	18	between	between	ADP
ihlr-22370	1122	19	industry	industry	NOUN
ihlr-22370	1122	20	and	and	CCONJ
ihlr-22370	1122	21	medicine	medicine	NOUN
ihlr-22370	1122	22	,	,	PUNCT
ihlr-22370	1122	23	such	such	ADJ
ihlr-22370	1122	24	as	as	ADP
ihlr-22370	1122	25	variations	variation	NOUN
ihlr-22370	1122	26	by	by	ADP
ihlr-22370	1122	27	clinical	clinical	ADJ
ihlr-22370	1122	28	specialty	specialty	NOUN
ihlr-22370	1122	29	,	,	PUNCT
ihlr-22370	1122	30	type	type	NOUN
ihlr-22370	1122	31	of	of	ADP
ihlr-22370	1122	32	payment	payment	NOUN
ihlr-22370	1122	33	,	,	PUNCT
ihlr-22370	1122	34	and	and	CCONJ
ihlr-22370	1122	35	physician	physician	NOUN
ihlr-22370	1122	36	gender	gender	NOUN
ihlr-22370	1122	37	,	,	PUNCT
ihlr-22370	1122	38	all	all	PRON
ihlr-22370	1122	39	of	of	ADP
ihlr-22370	1122	40	which	which	PRON
ihlr-22370	1122	41	have	have	VERB
ihlr-22370	1122	42	important	important	ADJ
ihlr-22370	1122	43	implications	implication	NOUN
ihlr-22370	1122	44	for	for	ADP
ihlr-22370	1122	45	health	health	NOUN
ihlr-22370	1122	46	law	law	NOUN
ihlr-22370	1122	47	and	and	CCONJ
ihlr-22370	1122	48	policy	policy	NOUN
ihlr-22370	1122	49	and	and	CCONJ
ihlr-22370	1122	50	can	can	AUX
ihlr-22370	1122	51	inform	inform	VERB
ihlr-22370	1122	52	future	future	ADJ
ihlr-22370	1122	53	evidence	evidence	NOUN
ihlr-22370	1122	54	-	-	PUNCT
ihlr-22370	1122	55	based	base	VERB
ihlr-22370	1122	56	regulation	regulation	NOUN
ihlr-22370	1122	57	.	.	PUNCT
ihlr-22370	1123	1	unfortunately	unfortunately	ADV
ihlr-22370	1123	2	,	,	PUNCT
ihlr-22370	1123	3	even	even	ADV
ihlr-22370	1123	4	with	with	ADP
ihlr-22370	1123	5	this	this	DET
ihlr-22370	1123	6	greater	great	ADJ
ihlr-22370	1123	7	understanding	understanding	NOUN
ihlr-22370	1123	8	,	,	PUNCT
ihlr-22370	1123	9	knowledge	knowledge	NOUN
ihlr-22370	1123	10	gaps	gap	NOUN
ihlr-22370	1123	11	about	about	ADP
ihlr-22370	1123	12	financial	financial	ADJ
ihlr-22370	1123	13	conflicts	conflict	NOUN
ihlr-22370	1123	14	remain	remain	VERB
ihlr-22370	1123	15	and	and	CCONJ
ihlr-22370	1123	16	are	be	AUX
ihlr-22370	1123	17	not	not	PART
ihlr-22370	1123	18	answerable	answerable	ADJ
ihlr-22370	1123	19	by	by	ADP
ihlr-22370	1123	20	the	the	DET
ihlr-22370	1123	21	sunshine	sunshine	PROPN
ihlr-22370	1123	22	act	act	PROPN
ihlr-22370	1123	23	.	.	PUNCT
ihlr-22370	1124	1	these	these	DET
ihlr-22370	1124	2	significant	significant	ADJ
ihlr-22370	1124	3	unknowns	unknown	NOUN
ihlr-22370	1124	4	have	have	AUX
ihlr-22370	1124	5	become	become	VERB
ihlr-22370	1124	6	even	even	ADV
ihlr-22370	1124	7	more	more	ADJ
ihlr-22370	1124	8	salient	salient	NOUN
ihlr-22370	1124	9	and	and	CCONJ
ihlr-22370	1124	10	vexing	vexing	NOUN
ihlr-22370	1124	11	as	as	SCONJ
ihlr-22370	1124	12	they	they	PRON
ihlr-22370	1124	13	complicate	complicate	VERB
ihlr-22370	1124	14	and	and	CCONJ
ihlr-22370	1124	15	undermine	undermine	VERB
ihlr-22370	1124	16	effective	effective	ADJ
ihlr-22370	1124	17	financial	financial	ADJ
ihlr-22370	1124	18	conflicts	conflict	NOUN
ihlr-22370	1124	19	regulation	regulation	NOUN
ihlr-22370	1124	20	.	.	PUNCT
ihlr-22370	1125	1	a	a	DET
ihlr-22370	1125	2	critical	critical	ADJ
ihlr-22370	1125	3	need	need	NOUN
ihlr-22370	1125	4	for	for	ADP
ihlr-22370	1125	5	more	more	ADJ
ihlr-22370	1125	6	evidentiary	evidentiary	ADJ
ihlr-22370	1125	7	support	support	NOUN
ihlr-22370	1125	8	exists	exist	VERB
ihlr-22370	1125	9	in	in	ADP
ihlr-22370	1125	10	several	several	ADJ
ihlr-22370	1125	11	key	key	ADJ
ihlr-22370	1125	12	areas	area	NOUN
ihlr-22370	1125	13	,	,	PUNCT
ihlr-22370	1125	14	including	include	VERB
ihlr-22370	1125	15	the	the	DET
ihlr-22370	1125	16	actual	actual	ADJ
ihlr-22370	1125	17	causal	causal	ADJ
ihlr-22370	1125	18	impact	impact	NOUN
ihlr-22370	1125	19	of	of	ADP
ihlr-22370	1125	20	financial	financial	ADJ
ihlr-22370	1125	21	conflicts	conflict	NOUN
ihlr-22370	1125	22	,	,	PUNCT
ihlr-22370	1125	23	the	the	DET
ihlr-22370	1125	24	comparative	comparative	ADJ
ihlr-22370	1125	25	effectiveness	effectiveness	NOUN
ihlr-22370	1125	26	of	of	ADP
ihlr-22370	1125	27	different	different	ADJ
ihlr-22370	1125	28	regulatory	regulatory	ADJ
ihlr-22370	1125	29	approaches	approach	NOUN
ihlr-22370	1125	30	,	,	PUNCT
ihlr-22370	1125	31	the	the	DET
ihlr-22370	1125	32	optimal	optimal	ADJ
ihlr-22370	1125	33	way	way	NOUN
ihlr-22370	1125	34	to	to	PART
ihlr-22370	1125	35	disclose	disclose	VERB
ihlr-22370	1125	36	conflicts	conflict	NOUN
ihlr-22370	1125	37	,	,	PUNCT
ihlr-22370	1125	38	what	what	PRON
ihlr-22370	1125	39	patients	patient	NOUN
ihlr-22370	1125	40	really	really	ADV
ihlr-22370	1125	41	think	think	VERB
ihlr-22370	1125	42	about	about	ADP
ihlr-22370	1125	43	financial	financial	ADJ
ihlr-22370	1125	44	relationships	relationship	NOUN
ihlr-22370	1125	45	with	with	ADP
ihlr-22370	1125	46	industry	industry	NOUN
ihlr-22370	1125	47	,	,	PUNCT
ihlr-22370	1125	48	and	and	CCONJ
ihlr-22370	1125	49	the	the	DET
ihlr-22370	1125	50	role	role	NOUN
ihlr-22370	1125	51	of	of	ADP
ihlr-22370	1125	52	institutional	institutional	ADJ
ihlr-22370	1125	53	conflict	conflict	NOUN
ihlr-22370	1125	54	of	of	ADP
ihlr-22370	1125	55	interest	interest	NOUN
ihlr-22370	1125	56	committees	committee	NOUN
ihlr-22370	1125	57	in	in	ADP
ihlr-22370	1125	58	monitoring	monitor	VERB
ihlr-22370	1125	59	financial	financial	ADJ
ihlr-22370	1125	60	ties	tie	NOUN
ihlr-22370	1125	61	.	.	PUNCT
ihlr-22370	1126	1	despite	despite	SCONJ
ihlr-22370	1126	2	the	the	DET
ihlr-22370	1126	3	new	new	ADJ
ihlr-22370	1126	4	era	era	NOUN
ihlr-22370	1126	5	of	of	ADP
ihlr-22370	1126	6	sunshine	sunshine	NOUN
ihlr-22370	1126	7	,	,	PUNCT
ihlr-22370	1126	8	much	much	ADV
ihlr-22370	1126	9	more	more	ADJ
ihlr-22370	1126	10	work	work	NOUN
ihlr-22370	1126	11	remains	remain	VERB
ihlr-22370	1126	12	for	for	ADP
ihlr-22370	1126	13	developing	develop	VERB
ihlr-22370	1126	14	sensible	sensible	ADJ
ihlr-22370	1126	15	and	and	CCONJ
ihlr-22370	1126	16	effective	effective	ADJ
ihlr-22370	1126	17	financial	financial	ADJ
ihlr-22370	1126	18	conflicts	conflict	NOUN
ihlr-22370	1126	19	regulation	regulation	NOUN
ihlr-22370	1126	20	.	.	PUNCT