id	sid	tid	token	lemma	pos
fnp-5226	1	1	pituitary	pituitary	ADJ
fnp-5226	1	2	adenoma	adenoma	ADJ
fnp-5226	1	3	classification	classification	NOUN
fnp-5226	1	4	:	:	PUNCT
fnp-5226	1	5	tools	tool	NOUN
fnp-5226	1	6	to	to	PART
fnp-5226	1	7	improve	improve	VERB
fnp-5226	1	8	the	the	DET
fnp-5226	1	9	current	current	ADJ
fnp-5226	1	10	system	system	NOUN
fnp-5226	1	11	feel	feel	VERB
fnp-5226	1	12	free	free	ADJ
fnp-5226	1	13	to	to	PART
fnp-5226	1	14	add	add	VERB
fnp-5226	1	15	comments	comment	NOUN
fnp-5226	1	16	by	by	ADP
fnp-5226	1	17	clicking	click	VERB
fnp-5226	1	18	these	these	DET
fnp-5226	1	19	icons	icon	NOUN
fnp-5226	1	20	on	on	ADP
fnp-5226	1	21	the	the	DET
fnp-5226	1	22	sidebar	sidebar	NOUN
fnp-5226	1	23	free	free	ADJ
fnp-5226	1	24	neuropathology	neuropathology	NOUN
fnp-5226	1	25	5:2	5:2	NUM
fnp-5226	1	26	(	(	PUNCT
fnp-5226	1	27	2024	2024	NUM
fnp-5226	1	28	)	)	PUNCT
fnp-5226	1	29	opinion	opinion	NOUN
fnp-5226	1	30	piece	piece	NOUN
fnp-5226	1	31	pituitary	pituitary	ADJ
fnp-5226	1	32	adenoma	adenoma	ADJ
fnp-5226	1	33	classification	classification	NOUN
fnp-5226	1	34	:	:	PUNCT
fnp-5226	1	35	tools	tool	NOUN
fnp-5226	1	36	to	to	PART
fnp-5226	1	37	improve	improve	VERB
fnp-5226	1	38	the	the	DET
fnp-5226	1	39	current	current	ADJ
fnp-5226	1	40	system	system	NOUN
fnp-5226	1	41	william	william	PROPN
fnp-5226	1	42	charles	charles	PROPN
fnp-5226	1	43	mcdonald	mcdonald	PROPN
fnp-5226	1	44	allina	allina	PROPN
fnp-5226	1	45	health	health	PROPN
fnp-5226	1	46	laboratories	laboratory	NOUN
fnp-5226	1	47	–	–	PUNCT
fnp-5226	1	48	abbott	abbott	PROPN
fnp-5226	1	49	northwestern	northwestern	PROPN
fnp-5226	1	50	hospital	hospital	PROPN
fnp-5226	1	51	,	,	PUNCT
fnp-5226	1	52	minneapolis	minneapolis	PROPN
fnp-5226	1	53	,	,	PUNCT
fnp-5226	1	54	mn	mn	PROPN
fnp-5226	1	55	55407	55407	NUM
fnp-5226	1	56	,	,	PUNCT
fnp-5226	1	57	usa	usa	PROPN
fnp-5226	1	58	corresponding	corresponding	PROPN
fnp-5226	1	59	author	author	NOUN
fnp-5226	1	60	:	:	PUNCT
fnp-5226	1	61	william	william	PROPN
fnp-5226	1	62	c.	c.	PROPN
fnp-5226	1	63	mcdonald	mcdonald	PROPN
fnp-5226	1	64	·	·	PUNCT
fnp-5226	1	65	hospital	hospital	NOUN
fnp-5226	1	66	pathology	pathology	NOUN
fnp-5226	1	67	associates	associate	NOUN
fnp-5226	1	68	·	·	PUNCT
fnp-5226	1	69	2800	2800	NUM
fnp-5226	1	70	10th	10th	NOUN
fnp-5226	1	71	avenue	avenue	PROPN
fnp-5226	1	72	south	south	PROPN
fnp-5226	1	73	·	·	PUNCT
fnp-5226	1	74	suite	suite	NOUN
fnp-5226	1	75	2200	2200	NUM
fnp-5226	1	76	·	·	PUNCT
fnp-5226	1	77	minneapolis	minneapolis	PROPN
fnp-5226	1	78	,	,	PUNCT
fnp-5226	1	79	mn	mn	PROPN
fnp-5226	1	80	55407	55407	NUM
fnp-5226	1	81	·	·	PUNCT
fnp-5226	2	1	usa	usa	PROPN
fnp-5226	2	2	william.mcdonald@allina.com	william.mcdonald@allina.com	X
fnp-5226	2	3	additional	additional	ADJ
fnp-5226	2	4	resources	resource	NOUN
fnp-5226	2	5	and	and	CCONJ
fnp-5226	2	6	electronic	electronic	ADJ
fnp-5226	2	7	supplementary	supplementary	ADJ
fnp-5226	2	8	material	material	NOUN
fnp-5226	2	9	:	:	PUNCT
fnp-5226	2	10	supplementary	supplementary	ADJ
fnp-5226	2	11	material	material	NOUN
fnp-5226	2	12	submitted	submit	VERB
fnp-5226	2	13	:	:	PUNCT
fnp-5226	2	14	12	12	NUM
fnp-5226	2	15	december	december	PROPN
fnp-5226	2	16	2023	2023	NUM
fnp-5226	2	17	accepted	accept	VERB
fnp-5226	2	18	:	:	PUNCT
fnp-5226	2	19	05	05	NUM
fnp-5226	2	20	january	january	PROPN
fnp-5226	2	21	2024	2024	NUM
fnp-5226	2	22	copyedited	copyedit	VERB
fnp-5226	2	23	by	by	ADP
fnp-5226	2	24	:	:	PUNCT
fnp-5226	2	25	shino	shino	PROPN
fnp-5226	2	26	magaki	magaki	PROPN
fnp-5226	2	27	published	publish	VERB
fnp-5226	2	28	:	:	PUNCT
fnp-5226	2	29	10	10	NUM
fnp-5226	2	30	january	january	NOUN
fnp-5226	2	31	2024	2024	NUM
fnp-5226	3	1	https://doi.org/10.17879/freeneuropathology-2024-5226	https://doi.org/10.17879/freeneuropathology-2024-5226	NOUN
fnp-5226	3	2	keywords	keyword	NOUN
fnp-5226	3	3	:	:	PUNCT
fnp-5226	3	4	pituitary	pituitary	ADJ
fnp-5226	3	5	,	,	PUNCT
fnp-5226	3	6	classification	classification	NOUN
fnp-5226	3	7	,	,	PUNCT
fnp-5226	3	8	machine	machine	NOUN
fnp-5226	3	9	learning	learning	NOUN
fnp-5226	3	10	,	,	PUNCT
fnp-5226	3	11	statistical	statistical	ADJ
fnp-5226	3	12	learning	learning	NOUN
fnp-5226	3	13	abstract	abstract	ADV
fnp-5226	3	14	the	the	DET
fnp-5226	3	15	world	world	PROPN
fnp-5226	3	16	health	health	NOUN
fnp-5226	3	17	organization	organization	NOUN
fnp-5226	3	18	classification	classification	NOUN
fnp-5226	3	19	of	of	ADP
fnp-5226	3	20	pituitary	pituitary	ADJ
fnp-5226	3	21	tumors	tumor	NOUN
fnp-5226	3	22	provides	provide	VERB
fnp-5226	3	23	a	a	DET
fnp-5226	3	24	framework	framework	NOUN
fnp-5226	3	25	for	for	ADP
fnp-5226	3	26	pathologists	pathologist	NOUN
fnp-5226	3	27	and	and	CCONJ
fnp-5226	3	28	researchers	researcher	NOUN
fnp-5226	3	29	to	to	PART
fnp-5226	3	30	classify	classify	VERB
fnp-5226	3	31	pituitary	pituitary	ADJ
fnp-5226	3	32	adenomas	adenoma	NOUN
fnp-5226	3	33	.	.	PUNCT
fnp-5226	4	1	from	from	ADP
fnp-5226	4	2	the	the	DET
fnp-5226	4	3	perspective	perspective	NOUN
fnp-5226	4	4	of	of	ADP
fnp-5226	4	5	a	a	DET
fnp-5226	4	6	practicing	practice	VERB
fnp-5226	4	7	pathologist	pathologist	NOUN
fnp-5226	4	8	,	,	PUNCT
fnp-5226	4	9	this	this	DET
fnp-5226	4	10	classification	classification	NOUN
fnp-5226	4	11	can	can	AUX
fnp-5226	4	12	be	be	AUX
fnp-5226	4	13	improved	improve	VERB
fnp-5226	4	14	by	by	ADP
fnp-5226	4	15	pooling	pool	VERB
fnp-5226	4	16	immunohistochemical	immunohistochemical	ADJ
fnp-5226	4	17	data	datum	NOUN
fnp-5226	4	18	in	in	ADP
fnp-5226	4	19	a	a	DET
fnp-5226	4	20	more	more	ADV
fnp-5226	4	21	standardized	standardized	ADJ
fnp-5226	4	22	way	way	NOUN
fnp-5226	4	23	,	,	PUNCT
fnp-5226	4	24	and	and	CCONJ
fnp-5226	4	25	by	by	ADP
fnp-5226	4	26	deliberately	deliberately	ADV
fnp-5226	4	27	distinguishing	distinguish	VERB
fnp-5226	4	28	features	feature	NOUN
fnp-5226	4	29	that	that	PRON
fnp-5226	4	30	assist	assist	VERB
fnp-5226	4	31	in	in	ADP
fnp-5226	4	32	classification	classification	NOUN
fnp-5226	4	33	from	from	ADP
fnp-5226	4	34	those	those	PRON
fnp-5226	4	35	that	that	PRON
fnp-5226	4	36	do	do	VERB
fnp-5226	4	37	not	not	PART
fnp-5226	4	38	.	.	PUNCT
fnp-5226	5	1	this	this	DET
fnp-5226	5	2	article	article	NOUN
fnp-5226	5	3	illustrates	illustrate	VERB
fnp-5226	5	4	one	one	NUM
fnp-5226	5	5	general	general	ADJ
fnp-5226	5	6	workflow	workflow	NOUN
fnp-5226	5	7	to	to	PART
fnp-5226	5	8	examine	examine	VERB
fnp-5226	5	9	classification	classification	NOUN
fnp-5226	5	10	features	feature	NOUN
fnp-5226	5	11	consisting	consist	VERB
fnp-5226	5	12	of	of	ADP
fnp-5226	5	13	immunohistochemical	immunohistochemical	ADJ
fnp-5226	5	14	stains	stain	NOUN
fnp-5226	5	15	for	for	ADP
fnp-5226	5	16	anterior	anterior	ADJ
fnp-5226	5	17	pituitary	pituitary	ADJ
fnp-5226	5	18	tumors	tumor	NOUN
fnp-5226	5	19	,	,	PUNCT
fnp-5226	5	20	in	in	ADP
fnp-5226	5	21	order	order	NOUN
fnp-5226	5	22	to	to	PART
fnp-5226	5	23	promote	promote	VERB
fnp-5226	5	24	debate	debate	NOUN
fnp-5226	5	25	and	and	CCONJ
fnp-5226	5	26	advance	advance	VERB
fnp-5226	5	27	an	an	DET
fnp-5226	5	28	evidence	evidence	NOUN
fnp-5226	5	29	-	-	PUNCT
fnp-5226	5	30	based	base	VERB
fnp-5226	5	31	framework	framework	NOUN
fnp-5226	5	32	for	for	ADP
fnp-5226	5	33	classification	classification	NOUN
fnp-5226	5	34	.	.	PUNCT
fnp-5226	6	1	introduction	introduction	NOUN
fnp-5226	6	2	:	:	PUNCT
fnp-5226	6	3	opportunities	opportunity	NOUN
fnp-5226	6	4	for	for	ADP
fnp-5226	6	5	improvement	improvement	NOUN
fnp-5226	6	6	every	every	DET
fnp-5226	6	7	pathologist	pathologist	NOUN
fnp-5226	6	8	spends	spend	VERB
fnp-5226	6	9	their	their	PRON
fnp-5226	6	10	career	career	NOUN
fnp-5226	6	11	building	building	NOUN
fnp-5226	6	12	or	or	CCONJ
fnp-5226	6	13	adapting	adapt	VERB
fnp-5226	6	14	tools	tool	NOUN
fnp-5226	6	15	to	to	PART
fnp-5226	6	16	better	well	ADV
fnp-5226	6	17	characterize	characterize	VERB
fnp-5226	6	18	the	the	DET
fnp-5226	6	19	diseases	disease	NOUN
fnp-5226	6	20	encountered	encounter	VERB
fnp-5226	6	21	in	in	ADP
fnp-5226	6	22	their	their	PRON
fnp-5226	6	23	practice	practice	NOUN
fnp-5226	6	24	.	.	PUNCT
fnp-5226	7	1	for	for	ADP
fnp-5226	7	2	neoplasms	neoplasm	NOUN
fnp-5226	7	3	,	,	PUNCT
fnp-5226	7	4	this	this	PRON
fnp-5226	7	5	often	often	ADV
fnp-5226	7	6	begins	begin	VERB
fnp-5226	7	7	by	by	ADP
fnp-5226	7	8	becoming	become	VERB
fnp-5226	7	9	familiar	familiar	ADJ
fnp-5226	7	10	with	with	ADP
fnp-5226	7	11	the	the	DET
fnp-5226	7	12	microscopic	microscopic	ADJ
fnp-5226	7	13	spectrum	spectrum	NOUN
fnp-5226	7	14	of	of	ADP
fnp-5226	7	15	the	the	DET
fnp-5226	7	16	disease	disease	NOUN
fnp-5226	7	17	,	,	PUNCT
fnp-5226	7	18	the	the	DET
fnp-5226	7	19	demographics	demographic	NOUN
fnp-5226	7	20	of	of	ADP
fnp-5226	7	21	commonly	commonly	ADV
fnp-5226	7	22	affected	affect	VERB
fnp-5226	7	23	individuals	individual	NOUN
fnp-5226	7	24	,	,	PUNCT
fnp-5226	7	25	and	and	CCONJ
fnp-5226	7	26	common	common	ADJ
fnp-5226	7	27	clinical	clinical	ADJ
fnp-5226	7	28	presentations	presentation	NOUN
fnp-5226	7	29	.	.	PUNCT
fnp-5226	8	1	consciously	consciously	ADV
fnp-5226	8	2	or	or	CCONJ
fnp-5226	8	3	unconsciously	unconsciously	ADV
fnp-5226	8	4	,	,	PUNCT
fnp-5226	8	5	we	we	PRON
fnp-5226	8	6	build	build	VERB
fnp-5226	8	7	a	a	DET
fnp-5226	8	8	list	list	NOUN
fnp-5226	8	9	of	of	ADP
fnp-5226	8	10	features	feature	NOUN
fnp-5226	8	11	that	that	PRON
fnp-5226	8	12	we	we	PRON
fnp-5226	8	13	find	find	VERB
fnp-5226	8	14	useful	useful	ADJ
fnp-5226	8	15	in	in	ADP
fnp-5226	8	16	classifying	classify	VERB
fnp-5226	8	17	a	a	DET
fnp-5226	8	18	disease	disease	NOUN
fnp-5226	8	19	,	,	PUNCT
fnp-5226	8	20	and	and	CCONJ
fnp-5226	8	21	then	then	ADV
fnp-5226	8	22	move	move	VERB
fnp-5226	8	23	on	on	ADP
fnp-5226	8	24	to	to	PART
fnp-5226	8	25	refine	refine	VERB
fnp-5226	8	26	the	the	DET
fnp-5226	8	27	classification	classification	NOUN
fnp-5226	8	28	or	or	CCONJ
fnp-5226	8	29	provide	provide	VERB
fnp-5226	8	30	additional	additional	ADJ
fnp-5226	8	31	prognostic	prognostic	ADJ
fnp-5226	8	32	or	or	CCONJ
fnp-5226	8	33	predictive	predictive	ADJ
fnp-5226	8	34	information	information	NOUN
fnp-5226	8	35	.	.	PUNCT
fnp-5226	9	1	to	to	PART
fnp-5226	9	2	use	use	VERB
fnp-5226	9	3	personal	personal	ADJ
fnp-5226	9	4	experience	experience	NOUN
fnp-5226	9	5	alone	alone	ADV
fnp-5226	9	6	in	in	ADP
fnp-5226	9	7	the	the	DET
fnp-5226	9	8	diagnosis	diagnosis	NOUN
fnp-5226	9	9	of	of	ADP
fnp-5226	9	10	disease	disease	NOUN
fnp-5226	9	11	is	be	AUX
fnp-5226	9	12	treacherous	treacherous	ADJ
fnp-5226	9	13	,	,	PUNCT
fnp-5226	9	14	since	since	SCONJ
fnp-5226	9	15	neoplasms	neoplasm	NOUN
fnp-5226	9	16	overlap	overlap	VERB
fnp-5226	9	17	in	in	ADP
fnp-5226	9	18	appearance	appearance	NOUN
fnp-5226	9	19	and	and	CCONJ
fnp-5226	9	20	human	human	ADJ
fnp-5226	9	21	judgement	judgement	NOUN
fnp-5226	9	22	is	be	AUX
fnp-5226	9	23	fraught	fraught	ADJ
fnp-5226	9	24	with	with	ADP
fnp-5226	9	25	various	various	ADJ
fnp-5226	9	26	cognitive	cognitive	ADJ
fnp-5226	9	27	biases	bias	NOUN
fnp-5226	9	28	(	(	PUNCT
fnp-5226	9	29	1	1	NUM
fnp-5226	9	30	)	)	PUNCT
fnp-5226	9	31	.	.	PUNCT
fnp-5226	10	1	generalizations	generalization	NOUN
fnp-5226	10	2	and	and	CCONJ
fnp-5226	10	3	simple	simple	ADJ
fnp-5226	10	4	heuristics	heuristic	NOUN
fnp-5226	10	5	can	can	AUX
fnp-5226	10	6	be	be	AUX
fnp-5226	10	7	helpful	helpful	ADJ
fnp-5226	10	8	,	,	PUNCT
fnp-5226	10	9	but	but	CCONJ
fnp-5226	10	10	data	datum	NOUN
fnp-5226	10	11	are	be	AUX
fnp-5226	10	12	necessary	necessary	ADJ
fnp-5226	10	13	to	to	PART
fnp-5226	10	14	test	test	VERB
fnp-5226	10	15	our	our	PRON
fnp-5226	10	16	assumptions	assumption	NOUN
fnp-5226	10	17	and	and	CCONJ
fnp-5226	10	18	to	to	PART
fnp-5226	10	19	develop	develop	VERB
fnp-5226	10	20	better	well	ADJ
fnp-5226	10	21	tools	tool	NOUN
fnp-5226	10	22	for	for	ADP
fnp-5226	10	23	classification	classification	NOUN
fnp-5226	10	24	.	.	PUNCT
fnp-5226	11	1	ideally	ideally	ADV
fnp-5226	11	2	,	,	PUNCT
fnp-5226	11	3	the	the	DET
fnp-5226	11	4	world	world	PROPN
fnp-5226	11	5	health	health	NOUN
fnp-5226	11	6	organization	organization	NOUN
fnp-5226	11	7	(	(	PUNCT
fnp-5226	11	8	who	who	PRON
fnp-5226	11	9	)	)	PUNCT
fnp-5226	11	10	5th	5th	ADJ
fnp-5226	11	11	edition	edition	NOUN
fnp-5226	11	12	pituitary	pituitary	ADJ
fnp-5226	11	13	tumor	tumor	NOUN
fnp-5226	11	14	classification	classification	NOUN
fnp-5226	11	15	(	(	PUNCT
fnp-5226	11	16	2	2	NUM
fnp-5226	11	17	)	)	PUNCT
fnp-5226	11	18	would	would	AUX
fnp-5226	11	19	provide	provide	VERB
fnp-5226	11	20	pathologists	pathologist	NOUN
fnp-5226	11	21	with	with	ADP
fnp-5226	11	22	a	a	DET
fnp-5226	11	23	solid	solid	ADJ
fnp-5226	11	24	evidence	evidence	NOUN
fnp-5226	11	25	-	-	PUNCT
fnp-5226	11	26	based	base	VERB
fnp-5226	11	27	classification	classification	NOUN
fnp-5226	11	28	to	to	PART
fnp-5226	11	29	aid	aid	VERB
fnp-5226	11	30	in	in	ADP
fnp-5226	11	31	diagnosis	diagnosis	NOUN
fnp-5226	11	32	.	.	PUNCT
fnp-5226	12	1	however	however	ADV
fnp-5226	12	2	,	,	PUNCT
fnp-5226	12	3	the	the	DET
fnp-5226	12	4	current	current	ADJ
fnp-5226	12	5	system	system	NOUN
fnp-5226	12	6	has	have	VERB
fnp-5226	12	7	several	several	ADJ
fnp-5226	12	8	shortcomings	shortcoming	NOUN
fnp-5226	12	9	that	that	PRON
fnp-5226	12	10	hinder	hinder	VERB
fnp-5226	12	11	its	its	PRON
fnp-5226	12	12	ability	ability	NOUN
fnp-5226	12	13	to	to	PART
fnp-5226	12	14	accurately	accurately	ADV
fnp-5226	12	15	and	and	CCONJ
fnp-5226	12	16	reproducibly	reproducibly	ADV
fnp-5226	12	17	classify	classify	VERB
fnp-5226	12	18	pituitary	pituitary	ADJ
fnp-5226	12	19	adenomas	adenoma	NOUN
fnp-5226	12	20	,	,	PUNCT
fnp-5226	12	21	including	include	VERB
fnp-5226	12	22	:	:	PUNCT
fnp-5226	12	23	failure	failure	NOUN
fnp-5226	12	24	to	to	PART
fnp-5226	12	25	carefully	carefully	ADV
fnp-5226	12	26	distinguish	distinguish	VERB
fnp-5226	12	27	between	between	ADP
fnp-5226	12	28	features	feature	NOUN
fnp-5226	12	29	used	use	VERB
fnp-5226	12	30	for	for	ADP
fnp-5226	12	31	classification	classification	NOUN
fnp-5226	12	32	and	and	CCONJ
fnp-5226	12	33	other	other	ADJ
fnp-5226	12	34	descriptive	descriptive	ADJ
fnp-5226	12	35	variables	variable	NOUN
fnp-5226	12	36	,	,	PUNCT
fnp-5226	12	37	some	some	PRON
fnp-5226	12	38	of	of	ADP
fnp-5226	12	39	which	which	PRON
fnp-5226	12	40	may	may	AUX
fnp-5226	12	41	have	have	VERB
fnp-5226	12	42	a	a	DET
fnp-5226	12	43	role	role	NOUN
fnp-5226	12	44	in	in	ADP
fnp-5226	12	45	estimating	estimate	VERB
fnp-5226	12	46	prognosis	prognosis	NOUN
fnp-5226	12	47	or	or	CCONJ
fnp-5226	12	48	predicting	predict	VERB
fnp-5226	12	49	response	response	NOUN
fnp-5226	12	50	to	to	ADP
fnp-5226	12	51	therapy	therapy	NOUN
fnp-5226	12	52	.	.	PUNCT
fnp-5226	13	1	among	among	ADP
fnp-5226	13	2	the	the	DET
fnp-5226	13	3	first	first	ADJ
fnp-5226	13	4	tasks	task	NOUN
fnp-5226	13	5	of	of	ADP
fnp-5226	13	6	the	the	DET
fnp-5226	13	7	pathologist	pathologist	NOUN
fnp-5226	13	8	is	be	AUX
fnp-5226	13	9	to	to	PART
fnp-5226	13	10	decide	decide	VERB
fnp-5226	13	11	which	which	DET
fnp-5226	13	12	ancillary	ancillary	ADJ
fnp-5226	13	13	tests	test	NOUN
fnp-5226	13	14	to	to	PART
fnp-5226	13	15	perform	perform	VERB
fnp-5226	13	16	for	for	ADP
fnp-5226	13	17	accurate	accurate	ADJ
fnp-5226	13	18	tumor	tumor	NOUN
fnp-5226	13	19	classification	classification	NOUN
fnp-5226	13	20	.	.	PUNCT
fnp-5226	14	1	other	other	ADJ
fnp-5226	14	2	testing	testing	NOUN
fnp-5226	14	3	may	may	AUX
fnp-5226	14	4	be	be	AUX
fnp-5226	14	5	employed	employ	VERB
fnp-5226	14	6	,	,	PUNCT
fnp-5226	14	7	but	but	CCONJ
fnp-5226	14	8	our	our	PRON
fnp-5226	14	9	first	first	ADJ
fnp-5226	14	10	goal	goal	NOUN
fnp-5226	14	11	is	be	AUX
fnp-5226	14	12	typically	typically	ADV
fnp-5226	14	13	to	to	PART
fnp-5226	14	14	classify	classify	VERB
fnp-5226	14	15	the	the	DET
fnp-5226	14	16	disease	disease	NOUN
fnp-5226	14	17	in	in	ADP
fnp-5226	14	18	question	question	NOUN
fnp-5226	14	19	.	.	PUNCT
fnp-5226	15	1	fuzzy	fuzzy	ADJ
fnp-5226	15	2	language	language	NOUN
fnp-5226	15	3	as	as	ADP
fnp-5226	15	4	to	to	ADP
fnp-5226	15	5	what	what	PRON
fnp-5226	15	6	constitutes	constitute	VERB
fnp-5226	15	7	a	a	DET
fnp-5226	15	8	positive	positive	ADJ
fnp-5226	15	9	test	test	NOUN
fnp-5226	15	10	.	.	PUNCT
fnp-5226	16	1	statements	statement	NOUN
fnp-5226	16	2	offering	offer	VERB
fnp-5226	16	3	clarification	clarification	NOUN
fnp-5226	16	4	as	as	ADP
fnp-5226	16	5	to	to	ADP
fnp-5226	16	6	what	what	PRON
fnp-5226	16	7	constitutes	constitute	VERB
fnp-5226	16	8	"	"	PUNCT
fnp-5226	16	9	limited	limited	ADJ
fnp-5226	16	10	"	"	PUNCT
fnp-5226	16	11	,	,	PUNCT
fnp-5226	16	12	"	"	PUNCT
fnp-5226	16	13	variable	variable	ADJ
fnp-5226	16	14	"	"	PUNCT
fnp-5226	16	15	,	,	PUNCT
fnp-5226	16	16	or	or	CCONJ
fnp-5226	16	17	"	"	PUNCT
fnp-5226	16	18	focal	focal	ADJ
fnp-5226	16	19	"	"	PUNCT
fnp-5226	16	20	immunoreactivity	immunoreactivity	NOUN
fnp-5226	16	21	are	be	AUX
fnp-5226	16	22	not	not	PART
fnp-5226	16	23	provided	provide	VERB
fnp-5226	16	24	.	.	PUNCT
fnp-5226	17	1	unproven	unproven	ADJ
fnp-5226	17	2	claims	claim	NOUN
fnp-5226	17	3	about	about	ADP
fnp-5226	17	4	the	the	DET
fnp-5226	17	5	distribution	distribution	NOUN
fnp-5226	17	6	of	of	ADP
fnp-5226	17	7	presumably	presumably	ADV
fnp-5226	17	8	continuous	continuous	ADJ
fnp-5226	17	9	variables	variable	NOUN
fnp-5226	17	10	,	,	PUNCT
fnp-5226	17	11	specifically	specifically	ADV
fnp-5226	17	12	cellular	cellular	ADJ
fnp-5226	17	13	maturity	maturity	NOUN
fnp-5226	17	14	,	,	PUNCT
fnp-5226	17	15	acidophilia	acidophilia	PROPN
fnp-5226	17	16	,	,	PUNCT
fnp-5226	17	17	or	or	CCONJ
fnp-5226	17	18	cytoplasmic	cytoplasmic	ADJ
fnp-5226	17	19	granularity	granularity	NOUN
fnp-5226	17	20	.	.	PUNCT
fnp-5226	18	1	ask	ask	VERB
fnp-5226	18	2	yourself	yourself	PRON
fnp-5226	18	3	"	"	PUNCT
fnp-5226	18	4	on	on	ADP
fnp-5226	18	5	what	what	DET
fnp-5226	18	6	scale	scale	NOUN
fnp-5226	18	7	do	do	AUX
fnp-5226	18	8	we	we	PRON
fnp-5226	18	9	measure	measure	VERB
fnp-5226	18	10	maturity	maturity	NOUN
fnp-5226	18	11	,	,	PUNCT
fnp-5226	18	12	or	or	CCONJ
fnp-5226	18	13	acidophilia	acidophilia	PROPN
fnp-5226	18	14	,	,	PUNCT
fnp-5226	18	15	or	or	CCONJ
fnp-5226	18	16	granularity	granularity	NOUN
fnp-5226	18	17	?	?	PUNCT
fnp-5226	18	18	"	"	PUNCT
fnp-5226	18	19	.	.	PUNCT
fnp-5226	19	1	these	these	DET
fnp-5226	19	2	variables	variable	NOUN
fnp-5226	19	3	are	be	AUX
fnp-5226	19	4	so	so	ADV
fnp-5226	19	5	subjective	subjective	ADJ
fnp-5226	19	6	as	as	SCONJ
fnp-5226	19	7	to	to	PART
fnp-5226	19	8	be	be	AUX
fnp-5226	19	9	unhelpful	unhelpful	ADJ
fnp-5226	19	10	in	in	ADP
fnp-5226	19	11	most	most	ADJ
fnp-5226	19	12	circumstances	circumstance	NOUN
fnp-5226	19	13	.	.	PUNCT
fnp-5226	20	1	apart	apart	ADV
fnp-5226	20	2	from	from	ADP
fnp-5226	20	3	sparsely	sparsely	ADV
fnp-5226	20	4	granulated	granulate	VERB
fnp-5226	20	5	somatotroph	somatotroph	NOUN
fnp-5226	20	6	adenomas	adenoma	NOUN
fnp-5226	20	7	—	—	PUNCT
fnp-5226	20	8	where	where	SCONJ
fnp-5226	20	9	fibrous	fibrous	ADJ
fnp-5226	20	10	bodies	body	NOUN
fnp-5226	20	11	have	have	AUX
fnp-5226	20	12	been	be	AUX
fnp-5226	20	13	cataloged	catalog	VERB
fnp-5226	20	14	and	and	CCONJ
fnp-5226	20	15	are	be	AUX
fnp-5226	20	16	used	use	VERB
fnp-5226	20	17	as	as	ADP
fnp-5226	20	18	a	a	DET
fnp-5226	20	19	proxy	proxy	NOUN
fnp-5226	20	20	for	for	ADP
fnp-5226	20	21	granularity	granularity	NOUN
fnp-5226	20	22	(	(	PUNCT
fnp-5226	20	23	3)—the	3)—the	DET
fnp-5226	20	24	spectrum	spectrum	NOUN
fnp-5226	20	25	of	of	ADP
fnp-5226	20	26	granularity	granularity	NOUN
fnp-5226	20	27	in	in	ADP
fnp-5226	20	28	lactotroph	lactotroph	PROPN
fnp-5226	20	29	or	or	CCONJ
fnp-5226	20	30	corticotroph	corticotroph	ADJ
fnp-5226	20	31	adenomas	adenoma	NOUN
fnp-5226	20	32	has	have	AUX
fnp-5226	20	33	not	not	PART
fnp-5226	20	34	been	be	AUX
fnp-5226	20	35	sufficiently	sufficiently	ADV
fnp-5226	20	36	delineated	delineate	VERB
fnp-5226	20	37	.	.	PUNCT
fnp-5226	21	1	while	while	SCONJ
fnp-5226	21	2	granularity	granularity	NOUN
fnp-5226	21	3	might	might	AUX
fnp-5226	21	4	be	be	AUX
fnp-5226	21	5	essentially	essentially	ADV
fnp-5226	21	6	bimodal	bimodal	ADJ
fnp-5226	21	7	in	in	ADP
fnp-5226	21	8	somatotroph	somatotroph	ADJ
fnp-5226	21	9	adenomas	adenoma	NOUN
fnp-5226	21	10	,	,	PUNCT
fnp-5226	21	11	other	other	ADJ
fnp-5226	21	12	adenoma	adenoma	ADJ
fnp-5226	21	13	lineages	lineage	NOUN
fnp-5226	21	14	or	or	CCONJ
fnp-5226	21	15	classes	class	NOUN
fnp-5226	21	16	are	be	AUX
fnp-5226	21	17	not	not	PART
fnp-5226	21	18	necessarily	necessarily	ADV
fnp-5226	21	19	bimodal	bimodal	VERB
fnp-5226	21	20	.	.	PUNCT
fnp-5226	22	1	literature	literature	NOUN
fnp-5226	22	2	lacking	lack	VERB
fnp-5226	22	3	negative	negative	ADJ
fnp-5226	22	4	controls	control	NOUN
fnp-5226	22	5	.	.	PUNCT
fnp-5226	23	1	negative	negative	ADJ
fnp-5226	23	2	control	control	NOUN
fnp-5226	23	3	groups	group	NOUN
fnp-5226	23	4	permit	permit	VERB
fnp-5226	23	5	the	the	DET
fnp-5226	23	6	calculation	calculation	NOUN
fnp-5226	23	7	of	of	ADP
fnp-5226	23	8	specificity	specificity	NOUN
fnp-5226	23	9	.	.	PUNCT
fnp-5226	24	1	without	without	ADP
fnp-5226	24	2	adequate	adequate	ADJ
fnp-5226	24	3	negative	negative	ADJ
fnp-5226	24	4	controls	control	NOUN
fnp-5226	24	5	,	,	PUNCT
fnp-5226	24	6	the	the	DET
fnp-5226	24	7	resulting	result	VERB
fnp-5226	24	8	lack	lack	NOUN
fnp-5226	24	9	of	of	ADP
fnp-5226	24	10	context	context	NOUN
fnp-5226	24	11	makes	make	VERB
fnp-5226	24	12	claims	claim	NOUN
fnp-5226	24	13	about	about	ADP
fnp-5226	24	14	ultrastructural	ultrastructural	ADJ
fnp-5226	24	15	findings	finding	NOUN
fnp-5226	24	16	,	,	PUNCT
fnp-5226	24	17	for	for	ADP
fnp-5226	24	18	instance	instance	NOUN
fnp-5226	24	19	,	,	PUNCT
fnp-5226	24	20	spheridia	spheridia	NOUN
fnp-5226	24	21	(	(	PUNCT
fnp-5226	24	22	4	4	NUM
fnp-5226	24	23	)	)	PUNCT
fnp-5226	24	24	,	,	PUNCT
fnp-5226	24	25	impossible	impossible	ADJ
fnp-5226	24	26	to	to	PART
fnp-5226	24	27	validate	validate	VERB
fnp-5226	24	28	.	.	PUNCT
fnp-5226	25	1	multilineage	multilineage	NOUN
fnp-5226	25	2	and	and	CCONJ
fnp-5226	25	3	plurihormonal	plurihormonal	ADJ
fnp-5226	25	4	tumors	tumor	NOUN
fnp-5226	25	5	show	show	VERB
fnp-5226	25	6	fuzzy	fuzzy	ADJ
fnp-5226	25	7	boundaries	boundary	NOUN
fnp-5226	25	8	between	between	ADP
fnp-5226	25	9	and	and	CCONJ
fnp-5226	25	10	within	within	ADP
fnp-5226	25	11	tumor	tumor	NOUN
fnp-5226	25	12	lineages	lineage	NOUN
fnp-5226	25	13	,	,	PUNCT
fnp-5226	25	14	further	far	ADV
fnp-5226	25	15	underscoring	underscore	VERB
fnp-5226	25	16	the	the	DET
fnp-5226	25	17	importance	importance	NOUN
fnp-5226	25	18	of	of	ADP
fnp-5226	25	19	negative	negative	ADJ
fnp-5226	25	20	controls	control	NOUN
fnp-5226	25	21	.	.	PUNCT
fnp-5226	26	1	to	to	ADP
fnp-5226	26	2	wit	wit	NOUN
fnp-5226	26	3	,	,	PUNCT
fnp-5226	26	4	how	how	SCONJ
fnp-5226	26	5	useful	useful	ADJ
fnp-5226	26	6	is	be	AUX
fnp-5226	26	7	a	a	DET
fnp-5226	26	8	marker	marker	NOUN
fnp-5226	26	9	like	like	ADP
fnp-5226	26	10	alpha	alpha	NOUN
fnp-5226	26	11	subunit	subunit	NOUN
fnp-5226	26	12	if	if	SCONJ
fnp-5226	26	13	it	it	PRON
fnp-5226	26	14	can	can	AUX
fnp-5226	26	15	appear	appear	VERB
fnp-5226	26	16	—	—	PUNCT
fnp-5226	26	17	or	or	CCONJ
fnp-5226	26	18	not	not	PART
fnp-5226	26	19	appear	appear	VERB
fnp-5226	26	20	—	—	PUNCT
fnp-5226	26	21	in	in	ADP
fnp-5226	26	22	any	any	DET
fnp-5226	26	23	lineage	lineage	NOUN
fnp-5226	26	24	?	?	PUNCT
fnp-5226	27	1	we	we	PRON
fnp-5226	27	2	can	can	AUX
fnp-5226	27	3	not	not	PART
fnp-5226	27	4	currently	currently	ADV
fnp-5226	27	5	answer	answer	VERB
fnp-5226	27	6	this	this	PRON
fnp-5226	27	7	with	with	ADP
fnp-5226	27	8	any	any	DET
fnp-5226	27	9	statistical	statistical	ADJ
fnp-5226	27	10	rigor	rigor	NOUN
fnp-5226	27	11	.	.	PUNCT
fnp-5226	28	1	unsubstantiated	unsubstantiated	ADJ
fnp-5226	28	2	generalizations	generalization	NOUN
fnp-5226	28	3	.	.	PUNCT
fnp-5226	29	1	for	for	ADP
fnp-5226	29	2	instance	instance	NOUN
fnp-5226	29	3	,	,	PUNCT
fnp-5226	29	4	for	for	ADP
fnp-5226	29	5	mature	mature	ADJ
fnp-5226	29	6	plurihormonal	plurihormonal	ADJ
fnp-5226	29	7	pit1	pit1	NOUN
fnp-5226	29	8	lineage	lineage	NOUN
fnp-5226	29	9	adenoma	adenoma	ADV
fnp-5226	29	10	,	,	PUNCT
fnp-5226	29	11	a	a	DET
fnp-5226	29	12	blanket	blanket	NOUN
fnp-5226	29	13	statement	statement	NOUN
fnp-5226	29	14	that	that	SCONJ
fnp-5226	29	15	they	they	PRON
fnp-5226	29	16	are	be	AUX
fnp-5226	29	17	"	"	PUNCT
fnp-5226	29	18	positive	positive	ADJ
fnp-5226	29	19	for	for	ADP
fnp-5226	29	20	er	er	INTJ
fnp-5226	29	21	and	and	CCONJ
fnp-5226	29	22	gata3	gata3	PROPN
fnp-5226	29	23	"	"	PUNCT
fnp-5226	29	24	is	be	AUX
fnp-5226	29	25	based	base	VERB
fnp-5226	29	26	on	on	ADP
fnp-5226	29	27	a	a	DET
fnp-5226	29	28	single	single	ADJ
fnp-5226	29	29	reference	reference	NOUN
fnp-5226	29	30	that	that	PRON
fnp-5226	29	31	includes	include	VERB
fnp-5226	29	32	only	only	ADV
fnp-5226	29	33	a	a	DET
fnp-5226	29	34	handful	handful	NOUN
fnp-5226	29	35	of	of	ADP
fnp-5226	29	36	such	such	ADJ
fnp-5226	29	37	tumors	tumor	NOUN
fnp-5226	29	38	(	(	PUNCT
fnp-5226	29	39	5	5	NUM
fnp-5226	29	40	)	)	PUNCT
fnp-5226	29	41	.	.	PUNCT
fnp-5226	30	1	conversely	conversely	ADV
fnp-5226	30	2	,	,	PUNCT
fnp-5226	30	3	we	we	PRON
fnp-5226	30	4	are	be	AUX
fnp-5226	30	5	forced	force	VERB
fnp-5226	30	6	to	to	PART
fnp-5226	30	7	content	content	VERB
fnp-5226	30	8	ourselves	ourselves	PRON
fnp-5226	30	9	with	with	ADP
fnp-5226	30	10	overly	overly	ADV
fnp-5226	30	11	general	general	ADJ
fnp-5226	30	12	statements	statement	NOUN
fnp-5226	30	13	that	that	PRON
fnp-5226	30	14	invite	invite	VERB
fnp-5226	30	15	greater	great	ADJ
fnp-5226	30	16	precision	precision	NOUN
fnp-5226	30	17	;	;	PUNCT
fnp-5226	30	18	for	for	ADP
fnp-5226	30	19	instance	instance	NOUN
fnp-5226	30	20	,	,	PUNCT
fnp-5226	30	21	"	"	PUNCT
fnp-5226	30	22	most	most	ADJ
fnp-5226	30	23	"	"	PUNCT
fnp-5226	30	24	immature	immature	ADJ
fnp-5226	30	25	pit1	pit1	NOUN
fnp-5226	30	26	lineage	lineage	NOUN
fnp-5226	30	27	adenomas	adenoma	NOUN
fnp-5226	30	28	are	be	AUX
fnp-5226	30	29	said	say	VERB
fnp-5226	30	30	to	to	PART
fnp-5226	30	31	express	express	VERB
fnp-5226	30	32	alpha	alpha	NOUN
fnp-5226	30	33	subunit	subunit	NOUN
fnp-5226	30	34	,	,	PUNCT
fnp-5226	30	35	er	er	INTJ
fnp-5226	30	36	,	,	PUNCT
fnp-5226	30	37	and	and	CCONJ
fnp-5226	30	38	gata3	gata3	PROPN
fnp-5226	30	39	.	.	PUNCT
fnp-5226	31	1	surely	surely	ADV
fnp-5226	31	2	data	datum	NOUN
fnp-5226	31	3	can	can	AUX
fnp-5226	31	4	be	be	AUX
fnp-5226	31	5	cited	cite	VERB
fnp-5226	31	6	that	that	PRON
fnp-5226	31	7	would	would	AUX
fnp-5226	31	8	improve	improve	VERB
fnp-5226	31	9	this	this	DET
fnp-5226	31	10	broad	broad	ADJ
fnp-5226	31	11	generalization	generalization	NOUN
fnp-5226	31	12	.	.	PUNCT
fnp-5226	32	1	small	small	ADJ
fnp-5226	32	2	numbers	number	NOUN
fnp-5226	32	3	.	.	PUNCT
fnp-5226	33	1	claims	claim	NOUN
fnp-5226	33	2	made	make	VERB
fnp-5226	33	3	about	about	ADP
fnp-5226	33	4	the	the	DET
fnp-5226	33	5	role	role	NOUN
fnp-5226	33	6	of	of	ADP
fnp-5226	33	7	gata3	gata3	PROPN
fnp-5226	33	8	immunohistochemistry	immunohistochemistry	PROPN
fnp-5226	33	9	(	(	PUNCT
fnp-5226	33	10	ihc	ihc	PROPN
fnp-5226	33	11	)	)	PUNCT
fnp-5226	33	12	in	in	ADP
fnp-5226	33	13	pit1	pit1	NOUN
fnp-5226	33	14	lineage	lineage	NOUN
fnp-5226	33	15	tumors	tumor	NOUN
fnp-5226	33	16	are	be	AUX
fnp-5226	33	17	particularly	particularly	ADV
fnp-5226	33	18	concerning	concern	VERB
fnp-5226	33	19	.	.	PUNCT
fnp-5226	34	1	only	only	ADV
fnp-5226	34	2	a	a	DET
fnp-5226	34	3	handful	handful	NOUN
fnp-5226	34	4	of	of	ADP
fnp-5226	34	5	citations	citation	NOUN
fnp-5226	34	6	with	with	ADP
fnp-5226	34	7	primary	primary	ADJ
fnp-5226	34	8	gata3	gata3	PROPN
fnp-5226	34	9	data	datum	NOUN
fnp-5226	34	10	are	be	AUX
fnp-5226	34	11	included	include	VERB
fnp-5226	34	12	(	(	PUNCT
fnp-5226	34	13	5	5	NUM
fnp-5226	34	14	-	-	SYM
fnp-5226	34	15	7	7	NUM
fnp-5226	34	16	)	)	PUNCT
fnp-5226	34	17	,	,	PUNCT
fnp-5226	34	18	with	with	ADP
fnp-5226	34	19	just	just	ADV
fnp-5226	34	20	mete	mete	ADJ
fnp-5226	34	21	et	et	PROPN
fnp-5226	34	22	al	al	PROPN
fnp-5226	34	23	.	.	PROPN
fnp-5226	35	1	(	(	PUNCT
fnp-5226	35	2	5	5	X
fnp-5226	35	3	)	)	PUNCT
fnp-5226	35	4	showing	show	VERB
fnp-5226	35	5	gata3	gata3	PROPN
fnp-5226	35	6	immunoreactivity	immunoreactivity	NOUN
fnp-5226	35	7	in	in	ADP
fnp-5226	35	8	10	10	NUM
fnp-5226	35	9	of	of	ADP
fnp-5226	35	10	53	53	NUM
fnp-5226	35	11	pit1	pit1	NOUN
fnp-5226	35	12	lineage	lineage	NOUN
fnp-5226	35	13	tumors	tumor	NOUN
fnp-5226	35	14	examined	examine	VERB
fnp-5226	35	15	.	.	PUNCT
fnp-5226	36	1	furthermore	furthermore	ADV
fnp-5226	36	2	,	,	PUNCT
fnp-5226	36	3	gata3	gata3	PROPN
fnp-5226	36	4	immunopositivity	immunopositivity	NOUN
fnp-5226	36	5	was	be	AUX
fnp-5226	36	6	defined	define	VERB
fnp-5226	36	7	in	in	ADP
fnp-5226	36	8	that	that	DET
fnp-5226	36	9	series	series	NOUN
fnp-5226	36	10	as	as	ADP
fnp-5226	36	11	greater	great	ADJ
fnp-5226	36	12	than	than	ADP
fnp-5226	36	13	or	or	CCONJ
fnp-5226	36	14	equal	equal	ADJ
fnp-5226	36	15	to	to	ADP
fnp-5226	36	16	5	5	NUM
fnp-5226	36	17	%	%	NOUN
fnp-5226	36	18	of	of	ADP
fnp-5226	36	19	neoplastic	neoplastic	ADJ
fnp-5226	36	20	cells	cell	NOUN
fnp-5226	36	21	,	,	PUNCT
fnp-5226	36	22	a	a	DET
fnp-5226	36	23	very	very	ADV
fnp-5226	36	24	permissive	permissive	ADJ
fnp-5226	36	25	cutoff	cutoff	NOUN
fnp-5226	36	26	.	.	PUNCT
fnp-5226	37	1	merely	merely	ADV
fnp-5226	37	2	3	3	NUM
fnp-5226	37	3	pit1	pit1	NOUN
fnp-5226	37	4	lineage	lineage	NOUN
fnp-5226	37	5	adenomas	adenoma	NOUN
fnp-5226	37	6	showed	show	VERB
fnp-5226	37	7	diffuse	diffuse	NOUN
fnp-5226	37	8	immunoreactivity	immunoreactivity	NOUN
fnp-5226	37	9	in	in	ADP
fnp-5226	37	10	that	that	DET
fnp-5226	37	11	series	series	NOUN
fnp-5226	37	12	(	(	PUNCT
fnp-5226	37	13	5	5	NUM
fnp-5226	37	14	)	)	PUNCT
fnp-5226	37	15	.	.	PUNCT
fnp-5226	38	1	poorly	poorly	ADV
fnp-5226	38	2	supported	support	VERB
fnp-5226	38	3	ultrastructural	ultrastructural	ADJ
fnp-5226	38	4	arguments	argument	NOUN
fnp-5226	38	5	.	.	PUNCT
fnp-5226	39	1	for	for	ADP
fnp-5226	39	2	instance	instance	NOUN
fnp-5226	39	3	,	,	PUNCT
fnp-5226	39	4	small	small	ADJ
fnp-5226	39	5	mitochondria	mitochondria	NOUN
fnp-5226	39	6	were	be	AUX
fnp-5226	39	7	encountered	encounter	VERB
fnp-5226	39	8	in	in	ADP
fnp-5226	39	9	6	6	NUM
fnp-5226	39	10	of	of	ADP
fnp-5226	39	11	15	15	NUM
fnp-5226	39	12	of	of	ADP
fnp-5226	39	13	the	the	DET
fnp-5226	39	14	early	early	ADJ
fnp-5226	39	15	series	series	NOUN
fnp-5226	39	16	of	of	ADP
fnp-5226	39	17	acidophil	acidophil	PROPN
fnp-5226	39	18	stem	stem	NOUN
fnp-5226	39	19	cell	cell	NOUN
fnp-5226	39	20	adenoma	adenoma	ADV
fnp-5226	39	21	by	by	ADP
fnp-5226	39	22	horvath	horvath	PROPN
fnp-5226	39	23	et	et	PROPN
fnp-5226	39	24	al	al	PROPN
fnp-5226	39	25	.	.	PROPN
fnp-5226	40	1	(	(	PUNCT
fnp-5226	40	2	8)	8)	NUM
fnp-5226	40	3	;	;	PUNCT
fnp-5226	40	4	given	give	VERB
fnp-5226	40	5	the	the	DET
fnp-5226	40	6	wide	wide	ADJ
fnp-5226	40	7	spectrum	spectrum	NOUN
fnp-5226	40	8	of	of	ADP
fnp-5226	40	9	possible	possible	ADJ
fnp-5226	40	10	findings	finding	NOUN
fnp-5226	40	11	in	in	ADP
fnp-5226	40	12	acidophil	acidophil	ADJ
fnp-5226	40	13	stem	stem	NOUN
fnp-5226	40	14	cell	cell	NOUN
fnp-5226	40	15	adenoma	adenoma	NOUN
fnp-5226	40	16	,	,	PUNCT
fnp-5226	40	17	it	it	PRON
fnp-5226	40	18	is	be	AUX
fnp-5226	40	19	unclear	unclear	ADJ
fnp-5226	40	20	,	,	PUNCT
fnp-5226	40	21	then	then	ADV
fnp-5226	40	22	,	,	PUNCT
fnp-5226	40	23	which	which	PRON
fnp-5226	40	24	additional	additional	ADJ
fnp-5226	40	25	features	feature	NOUN
fnp-5226	40	26	would	would	AUX
fnp-5226	40	27	prove	prove	VERB
fnp-5226	40	28	useful	useful	ADJ
fnp-5226	40	29	in	in	ADP
fnp-5226	40	30	supporting	support	VERB
fnp-5226	40	31	this	this	DET
fnp-5226	40	32	particular	particular	ADJ
fnp-5226	40	33	tumor	tumor	NOUN
fnp-5226	40	34	type	type	NOUN
fnp-5226	40	35	.	.	PUNCT
fnp-5226	41	1	confusion	confusion	NOUN
fnp-5226	41	2	between	between	ADP
fnp-5226	41	3	"	"	PUNCT
fnp-5226	41	4	plurihormonal	plurihormonal	NOUN
fnp-5226	41	5	"	"	PUNCT
fnp-5226	41	6	and	and	CCONJ
fnp-5226	41	7	"	"	PUNCT
fnp-5226	41	8	multilineage	multilineage	NOUN
fnp-5226	41	9	"	"	PUNCT
fnp-5226	41	10	.	.	PUNCT
fnp-5226	42	1	using	use	VERB
fnp-5226	42	2	the	the	DET
fnp-5226	42	3	who	who	PRON
fnp-5226	42	4	5th	5th	ADJ
fnp-5226	42	5	edition	edition	NOUN
fnp-5226	42	6	classification	classification	NOUN
fnp-5226	42	7	,	,	PUNCT
fnp-5226	42	8	it	it	PRON
fnp-5226	42	9	is	be	AUX
fnp-5226	42	10	currently	currently	ADV
fnp-5226	42	11	possible	possible	ADJ
fnp-5226	42	12	to	to	PART
fnp-5226	42	13	diagnose	diagnose	VERB
fnp-5226	42	14	a	a	DET
fnp-5226	42	15	plurihormonal	plurihormonal	ADJ
fnp-5226	42	16	tumor	tumor	NOUN
fnp-5226	42	17	with	with	ADP
fnp-5226	42	18	only	only	ADV
fnp-5226	42	19	a	a	DET
fnp-5226	42	20	single	single	ADJ
fnp-5226	42	21	positive	positive	ADJ
fnp-5226	42	22	hormone	hormone	NOUN
fnp-5226	42	23	stain	stain	NOUN
fnp-5226	42	24	.	.	PUNCT
fnp-5226	43	1	conversely	conversely	ADV
fnp-5226	43	2	,	,	PUNCT
fnp-5226	43	3	multiple	multiple	ADJ
fnp-5226	43	4	synchronous	synchronous	ADJ
fnp-5226	43	5	tumors	tumor	NOUN
fnp-5226	43	6	within	within	ADP
fnp-5226	43	7	the	the	DET
fnp-5226	43	8	same	same	ADJ
fnp-5226	43	9	lineage	lineage	NOUN
fnp-5226	43	10	are	be	AUX
fnp-5226	43	11	occasionally	occasionally	ADV
fnp-5226	43	12	encountered	encounter	VERB
fnp-5226	43	13	in	in	ADP
fnp-5226	43	14	clinical	clinical	ADJ
fnp-5226	43	15	practice	practice	NOUN
fnp-5226	43	16	,	,	PUNCT
fnp-5226	43	17	but	but	CCONJ
fnp-5226	43	18	do	do	AUX
fnp-5226	43	19	not	not	PART
fnp-5226	43	20	appear	appear	VERB
fnp-5226	43	21	to	to	PART
fnp-5226	43	22	fit	fit	VERB
fnp-5226	43	23	within	within	ADP
fnp-5226	43	24	the	the	DET
fnp-5226	43	25	group	group	NOUN
fnp-5226	43	26	"	"	PUNCT
fnp-5226	43	27	multiple	multiple	ADJ
fnp-5226	43	28	synchronous	synchronous	ADJ
fnp-5226	43	29	adenomas	adenoma	NOUN
fnp-5226	43	30	of	of	ADP
fnp-5226	43	31	distinct	distinct	ADJ
fnp-5226	43	32	lineages	lineage	NOUN
fnp-5226	43	33	"	"	PUNCT
fnp-5226	43	34	.	.	PUNCT
fnp-5226	44	1	failure	failure	NOUN
fnp-5226	44	2	to	to	PART
fnp-5226	44	3	address	address	VERB
fnp-5226	44	4	technical	technical	ADJ
fnp-5226	44	5	hurdles	hurdle	NOUN
fnp-5226	44	6	like	like	ADP
fnp-5226	44	7	marker	marker	NOUN
fnp-5226	44	8	co	co	NOUN
fnp-5226	44	9	-	-	NOUN
fnp-5226	44	10	expression	expression	NOUN
fnp-5226	44	11	,	,	PUNCT
fnp-5226	44	12	which	which	PRON
fnp-5226	44	13	is	be	AUX
fnp-5226	44	14	especially	especially	ADV
fnp-5226	44	15	important	important	ADJ
fnp-5226	44	16	in	in	ADP
fnp-5226	44	17	pit1	pit1	NOUN
fnp-5226	44	18	lineage	lineage	NOUN
fnp-5226	44	19	tumors	tumor	NOUN
fnp-5226	44	20	.	.	PUNCT
fnp-5226	44	21	is	be	AUX
fnp-5226	44	22	dual	dual	ADJ
fnp-5226	44	23	or	or	CCONJ
fnp-5226	44	24	multiplex	multiplex	PROPN
fnp-5226	44	25	ihc	ihc	PROPN
fnp-5226	44	26	necessary	necessary	ADJ
fnp-5226	44	27	to	to	PART
fnp-5226	44	28	establish	establish	VERB
fnp-5226	44	29	the	the	DET
fnp-5226	44	30	diagnosis	diagnosis	NOUN
fnp-5226	44	31	of	of	ADP
fnp-5226	44	32	mammosomatotroph	mammosomatotroph	NOUN
fnp-5226	44	33	tumors	tumor	NOUN
fnp-5226	44	34	,	,	PUNCT
fnp-5226	44	35	for	for	ADP
fnp-5226	44	36	instance	instance	NOUN
fnp-5226	44	37	?	?	PUNCT
fnp-5226	45	1	must	must	AUX
fnp-5226	45	2	we	we	PRON
fnp-5226	45	3	use	use	VERB
fnp-5226	45	4	electron	electron	NOUN
fnp-5226	45	5	microscopy	microscopy	NOUN
fnp-5226	45	6	?	?	PUNCT
fnp-5226	46	1	if	if	SCONJ
fnp-5226	46	2	we	we	PRON
fnp-5226	46	3	must	must	AUX
fnp-5226	46	4	resort	resort	VERB
fnp-5226	46	5	to	to	ADP
fnp-5226	46	6	electron	electron	NOUN
fnp-5226	46	7	microscopy	microscopy	NOUN
fnp-5226	46	8	,	,	PUNCT
fnp-5226	46	9	what	what	PRON
fnp-5226	46	10	is	be	AUX
fnp-5226	46	11	the	the	DET
fnp-5226	46	12	sensitivity	sensitivity	NOUN
fnp-5226	46	13	and	and	CCONJ
fnp-5226	46	14	specificity	specificity	NOUN
fnp-5226	46	15	of	of	ADP
fnp-5226	46	16	the	the	DET
fnp-5226	46	17	relevant	relevant	ADJ
fnp-5226	46	18	ultrastructural	ultrastructural	ADJ
fnp-5226	46	19	findings	finding	NOUN
fnp-5226	46	20	?	?	PUNCT
fnp-5226	47	1	while	while	SCONJ
fnp-5226	47	2	who	who	PRON
fnp-5226	47	3	committees	committee	NOUN
fnp-5226	47	4	do	do	AUX
fnp-5226	47	5	not	not	PART
fnp-5226	47	6	endorse	endorse	VERB
fnp-5226	47	7	particular	particular	ADJ
fnp-5226	47	8	tests	test	NOUN
fnp-5226	47	9	,	,	PUNCT
fnp-5226	47	10	marker	marker	NOUN
fnp-5226	47	11	co	co	NOUN
fnp-5226	47	12	-	-	NOUN
fnp-5226	47	13	expression	expression	NOUN
fnp-5226	47	14	is	be	AUX
fnp-5226	47	15	a	a	DET
fnp-5226	47	16	fundamental	fundamental	ADJ
fnp-5226	47	17	feature	feature	NOUN
fnp-5226	47	18	of	of	ADP
fnp-5226	47	19	pituitary	pituitary	ADJ
fnp-5226	47	20	adenoma	adenoma	ADJ
fnp-5226	47	21	classification	classification	NOUN
fnp-5226	47	22	that	that	PRON
fnp-5226	47	23	needs	need	VERB
fnp-5226	47	24	to	to	PART
fnp-5226	47	25	be	be	AUX
fnp-5226	47	26	addressed	address	VERB
fnp-5226	47	27	.	.	PUNCT
fnp-5226	48	1	before	before	SCONJ
fnp-5226	48	2	i	i	PRON
fnp-5226	48	3	go	go	VERB
fnp-5226	48	4	further	far	ADV
fnp-5226	48	5	,	,	PUNCT
fnp-5226	48	6	let	let	VERB
fnp-5226	48	7	me	i	PRON
fnp-5226	48	8	address	address	VERB
fnp-5226	48	9	the	the	DET
fnp-5226	48	10	unnecessarily	unnecessarily	ADV
fnp-5226	48	11	prominent	prominent	ADJ
fnp-5226	48	12	role	role	NOUN
fnp-5226	48	13	in	in	ADP
fnp-5226	48	14	pituitary	pituitary	ADJ
fnp-5226	48	15	tumor	tumor	NOUN
fnp-5226	48	16	conversations	conversation	NOUN
fnp-5226	48	17	that	that	PRON
fnp-5226	48	18	nomenclature	nomenclature	NOUN
fnp-5226	48	19	occupies	occupy	VERB
fnp-5226	48	20	these	these	DET
fnp-5226	48	21	days	day	NOUN
fnp-5226	48	22	.	.	PUNCT
fnp-5226	49	1	i	i	PRON
fnp-5226	49	2	agree	agree	VERB
fnp-5226	49	3	with	with	ADP
fnp-5226	49	4	ho	ho	PROPN
fnp-5226	49	5	et	et	PROPN
fnp-5226	49	6	al	al	PROPN
fnp-5226	49	7	.	.	PROPN
fnp-5226	50	1	(	(	PUNCT
fnp-5226	50	2	9	9	NUM
fnp-5226	50	3	)	)	PUNCT
fnp-5226	50	4	that	that	SCONJ
fnp-5226	50	5	a	a	DET
fnp-5226	50	6	compelling	compelling	ADJ
fnp-5226	50	7	case	case	NOUN
fnp-5226	50	8	for	for	ADP
fnp-5226	50	9	"	"	PUNCT
fnp-5226	50	10	pituitary	pituitary	ADJ
fnp-5226	50	11	neuroendocrine	neuroendocrine	NOUN
fnp-5226	50	12	tumor	tumor	NOUN
fnp-5226	50	13	"	"	PUNCT
fnp-5226	50	14	(	(	PUNCT
fnp-5226	50	15	pitnet	pitnet	NOUN
fnp-5226	50	16	)	)	PUNCT
fnp-5226	50	17	has	have	AUX
fnp-5226	50	18	not	not	PART
fnp-5226	50	19	been	be	AUX
fnp-5226	50	20	made	make	VERB
fnp-5226	50	21	,	,	PUNCT
fnp-5226	50	22	despite	despite	SCONJ
fnp-5226	50	23	the	the	DET
fnp-5226	50	24	prominence	prominence	NOUN
fnp-5226	50	25	of	of	ADP
fnp-5226	50	26	its	its	PRON
fnp-5226	50	27	advocates	advocate	NOUN
fnp-5226	50	28	.	.	PUNCT
fnp-5226	51	1	as	as	SCONJ
fnp-5226	51	2	it	it	PRON
fnp-5226	51	3	is	be	AUX
fnp-5226	51	4	still	still	ADV
fnp-5226	51	5	permissible	permissible	ADJ
fnp-5226	51	6	to	to	PART
fnp-5226	51	7	use	use	VERB
fnp-5226	51	8	the	the	DET
fnp-5226	51	9	term	term	NOUN
fnp-5226	51	10	"	"	PUNCT
fnp-5226	51	11	pituitary	pituitary	ADJ
fnp-5226	51	12	adenoma	adenoma	ADV
fnp-5226	51	13	"	"	PUNCT
fnp-5226	51	14	according	accord	VERB
fnp-5226	51	15	to	to	ADP
fnp-5226	51	16	the	the	DET
fnp-5226	51	17	5th	5th	ADJ
fnp-5226	51	18	edition	edition	NOUN
fnp-5226	51	19	of	of	ADP
fnp-5226	51	20	the	the	PRON
fnp-5226	51	21	who	who	PRON
fnp-5226	51	22	classification	classification	NOUN
fnp-5226	51	23	(	(	PUNCT
fnp-5226	51	24	2	2	NUM
fnp-5226	51	25	)	)	PUNCT
fnp-5226	51	26	,	,	PUNCT
fnp-5226	51	27	i	i	PRON
fnp-5226	51	28	do	do	VERB
fnp-5226	51	29	so	so	ADV
fnp-5226	51	30	,	,	PUNCT
fnp-5226	51	31	and	and	CCONJ
fnp-5226	51	32	beg	beg	VERB
fnp-5226	51	33	forgiveness	forgiveness	NOUN
fnp-5226	51	34	from	from	ADP
fnp-5226	51	35	passionate	passionate	ADJ
fnp-5226	51	36	adherents	adherent	NOUN
fnp-5226	51	37	to	to	ADP
fnp-5226	51	38	the	the	DET
fnp-5226	51	39	pitnet	pitnet	NOUN
fnp-5226	51	40	label	label	NOUN
fnp-5226	51	41	.	.	PUNCT
fnp-5226	52	1	in	in	ADP
fnp-5226	52	2	any	any	DET
fnp-5226	52	3	event	event	NOUN
fnp-5226	52	4	,	,	PUNCT
fnp-5226	52	5	such	such	ADJ
fnp-5226	52	6	academic	academic	ADJ
fnp-5226	52	7	debates	debate	NOUN
fnp-5226	52	8	are	be	AUX
fnp-5226	52	9	less	less	ADV
fnp-5226	52	10	substantial	substantial	ADJ
fnp-5226	52	11	than	than	ADP
fnp-5226	52	12	deficits	deficit	NOUN
fnp-5226	52	13	in	in	ADP
fnp-5226	52	14	the	the	DET
fnp-5226	52	15	who	who	PRON
fnp-5226	52	16	classification	classification	NOUN
fnp-5226	52	17	of	of	ADP
fnp-5226	52	18	pituitary	pituitary	ADJ
fnp-5226	52	19	tumors	tumor	NOUN
fnp-5226	52	20	,	,	PUNCT
fnp-5226	52	21	and	and	CCONJ
fnp-5226	52	22	distract	distract	VERB
fnp-5226	52	23	from	from	ADP
fnp-5226	52	24	more	more	ADV
fnp-5226	52	25	important	important	ADJ
fnp-5226	52	26	concerns	concern	NOUN
fnp-5226	52	27	.	.	PUNCT
fnp-5226	53	1	improving	improve	VERB
fnp-5226	53	2	the	the	DET
fnp-5226	53	3	who	who	PRON
fnp-5226	53	4	classification	classification	NOUN
fnp-5226	53	5	it	it	PRON
fnp-5226	53	6	would	would	AUX
fnp-5226	53	7	be	be	AUX
fnp-5226	53	8	a	a	DET
fnp-5226	53	9	disservice	disservice	NOUN
fnp-5226	53	10	to	to	PART
fnp-5226	53	11	register	register	VERB
fnp-5226	53	12	these	these	DET
fnp-5226	53	13	criticisms	criticism	NOUN
fnp-5226	53	14	without	without	ADP
fnp-5226	53	15	offering	offer	VERB
fnp-5226	53	16	some	some	DET
fnp-5226	53	17	means	mean	NOUN
fnp-5226	53	18	of	of	ADP
fnp-5226	53	19	improvement	improvement	NOUN
fnp-5226	53	20	.	.	PUNCT
fnp-5226	54	1	better	well	ADJ
fnp-5226	54	2	methods	method	NOUN
fnp-5226	54	3	are	be	AUX
fnp-5226	54	4	available	available	ADJ
fnp-5226	54	5	,	,	PUNCT
fnp-5226	54	6	and	and	CCONJ
fnp-5226	54	7	are	be	AUX
fnp-5226	54	8	already	already	ADV
fnp-5226	54	9	employed	employ	VERB
fnp-5226	54	10	,	,	PUNCT
fnp-5226	54	11	for	for	ADP
fnp-5226	54	12	instance	instance	NOUN
fnp-5226	54	13	by	by	ADP
fnp-5226	54	14	the	the	DET
fnp-5226	54	15	architects	architect	NOUN
fnp-5226	54	16	of	of	ADP
fnp-5226	54	17	dna	dna	PROPN
fnp-5226	54	18	methylation	methylation	NOUN
fnp-5226	54	19	profiling	profiling	NOUN
fnp-5226	54	20	,	,	PUNCT
fnp-5226	54	21	which	which	PRON
fnp-5226	54	22	has	have	AUX
fnp-5226	54	23	now	now	ADV
fnp-5226	54	24	spread	spread	VERB
fnp-5226	54	25	from	from	ADP
fnp-5226	54	26	its	its	PRON
fnp-5226	54	27	origins	origin	NOUN
fnp-5226	54	28	in	in	ADP
fnp-5226	54	29	germany	germany	PROPN
fnp-5226	54	30	to	to	ADP
fnp-5226	54	31	laboratories	laboratory	NOUN
fnp-5226	54	32	in	in	ADP
fnp-5226	54	33	the	the	DET
fnp-5226	54	34	rest	rest	NOUN
fnp-5226	54	35	of	of	ADP
fnp-5226	54	36	the	the	DET
fnp-5226	54	37	world	world	NOUN
fnp-5226	54	38	,	,	PUNCT
fnp-5226	54	39	including	include	VERB
fnp-5226	54	40	north	north	PROPN
fnp-5226	54	41	america	america	PROPN
fnp-5226	54	42	.	.	PUNCT
fnp-5226	55	1	it	it	PRON
fnp-5226	55	2	’s	’	VERB
fnp-5226	55	3	not	not	PART
fnp-5226	55	4	an	an	DET
fnp-5226	55	5	overstatement	overstatement	NOUN
fnp-5226	55	6	to	to	PART
fnp-5226	55	7	say	say	VERB
fnp-5226	55	8	that	that	DET
fnp-5226	55	9	methylation	methylation	NOUN
fnp-5226	55	10	profiling	profiling	NOUN
fnp-5226	55	11	has	have	AUX
fnp-5226	55	12	radically	radically	ADV
fnp-5226	55	13	revised	revise	VERB
fnp-5226	55	14	our	our	PRON
fnp-5226	55	15	understanding	understanding	NOUN
fnp-5226	55	16	of	of	ADP
fnp-5226	55	17	central	central	ADJ
fnp-5226	55	18	nervous	nervous	ADJ
fnp-5226	55	19	system	system	NOUN
fnp-5226	55	20	tumor	tumor	NOUN
fnp-5226	55	21	classification	classification	NOUN
fnp-5226	55	22	,	,	PUNCT
fnp-5226	55	23	and	and	CCONJ
fnp-5226	55	24	is	be	AUX
fnp-5226	55	25	poised	poise	VERB
fnp-5226	55	26	to	to	PART
fnp-5226	55	27	do	do	VERB
fnp-5226	55	28	so	so	ADV
fnp-5226	55	29	for	for	ADP
fnp-5226	55	30	tumors	tumor	NOUN
fnp-5226	55	31	arising	arise	VERB
fnp-5226	55	32	in	in	ADP
fnp-5226	55	33	other	other	ADJ
fnp-5226	55	34	systems	system	NOUN
fnp-5226	55	35	.	.	PUNCT
fnp-5226	56	1	yet	yet	ADV
fnp-5226	56	2	before	before	SCONJ
fnp-5226	56	3	we	we	PRON
fnp-5226	56	4	abandon	abandon	VERB
fnp-5226	56	5	our	our	PRON
fnp-5226	56	6	current	current	ADJ
fnp-5226	56	7	strategy	strategy	NOUN
fnp-5226	56	8	for	for	ADP
fnp-5226	56	9	pituitary	pituitary	ADJ
fnp-5226	56	10	adenoma	adenoma	ADJ
fnp-5226	56	11	classification	classification	NOUN
fnp-5226	56	12	using	use	VERB
fnp-5226	56	13	ihc	ihc	PROPN
fnp-5226	56	14	in	in	ADP
fnp-5226	56	15	favor	favor	NOUN
fnp-5226	56	16	of	of	ADP
fnp-5226	56	17	methylation	methylation	NOUN
fnp-5226	56	18	profiling	profiling	NOUN
fnp-5226	56	19	,	,	PUNCT
fnp-5226	56	20	i	i	PRON
fnp-5226	56	21	think	think	VERB
fnp-5226	56	22	that	that	SCONJ
fnp-5226	56	23	two	two	NUM
fnp-5226	56	24	key	key	ADJ
fnp-5226	56	25	lessons	lesson	NOUN
fnp-5226	56	26	can	can	AUX
fnp-5226	56	27	be	be	AUX
fnp-5226	56	28	extracted	extract	VERB
fnp-5226	56	29	from	from	ADP
fnp-5226	56	30	the	the	DET
fnp-5226	56	31	methylation	methylation	NOUN
fnp-5226	56	32	profiling	profiling	NOUN
fnp-5226	56	33	experience	experience	NOUN
fnp-5226	56	34	in	in	ADP
fnp-5226	56	35	order	order	NOUN
fnp-5226	56	36	to	to	PART
fnp-5226	56	37	improve	improve	VERB
fnp-5226	56	38	our	our	PRON
fnp-5226	56	39	ihc	ihc	NOUN
fnp-5226	56	40	-	-	PUNCT
fnp-5226	56	41	based	base	VERB
fnp-5226	56	42	approach	approach	NOUN
fnp-5226	56	43	.	.	PUNCT
fnp-5226	57	1	firstly	firstly	ADV
fnp-5226	57	2	,	,	PUNCT
fnp-5226	57	3	any	any	DET
fnp-5226	57	4	attempt	attempt	NOUN
fnp-5226	57	5	to	to	PART
fnp-5226	57	6	establish	establish	VERB
fnp-5226	57	7	a	a	DET
fnp-5226	57	8	classification	classification	NOUN
fnp-5226	57	9	system	system	NOUN
fnp-5226	57	10	requires	require	VERB
fnp-5226	57	11	the	the	DET
fnp-5226	57	12	registration	registration	NOUN
fnp-5226	57	13	and	and	CCONJ
fnp-5226	57	14	comparison	comparison	NOUN
fnp-5226	57	15	of	of	ADP
fnp-5226	57	16	large	large	ADJ
fnp-5226	57	17	numbers	number	NOUN
fnp-5226	57	18	of	of	ADP
fnp-5226	57	19	cases	case	NOUN
fnp-5226	57	20	including	include	VERB
fnp-5226	57	21	all	all	DET
fnp-5226	57	22	relevant	relevant	ADJ
fnp-5226	57	23	classes	class	NOUN
fnp-5226	57	24	of	of	ADP
fnp-5226	57	25	tumor	tumor	NOUN
fnp-5226	57	26	.	.	PUNCT
fnp-5226	58	1	methylation	methylation	NOUN
fnp-5226	58	2	profiling	profiling	NOUN
fnp-5226	58	3	could	could	AUX
fnp-5226	58	4	not	not	PART
fnp-5226	58	5	have	have	AUX
fnp-5226	58	6	been	be	AUX
fnp-5226	58	7	successful	successful	ADJ
fnp-5226	58	8	without	without	ADP
fnp-5226	58	9	assembling	assemble	VERB
fnp-5226	58	10	large	large	ADJ
fnp-5226	58	11	numbers	number	NOUN
fnp-5226	58	12	of	of	ADP
fnp-5226	58	13	cases	case	NOUN
fnp-5226	58	14	.	.	PUNCT
fnp-5226	59	1	as	as	ADP
fnp-5226	59	2	in	in	ADP
fnp-5226	59	3	methylation	methylation	NOUN
fnp-5226	59	4	profiling	profiling	NOUN
fnp-5226	59	5	efforts	effort	NOUN
fnp-5226	59	6	,	,	PUNCT
fnp-5226	59	7	cases	case	NOUN
fnp-5226	59	8	need	need	VERB
fnp-5226	59	9	to	to	PART
fnp-5226	59	10	be	be	AUX
fnp-5226	59	11	assembled	assemble	VERB
fnp-5226	59	12	into	into	ADP
fnp-5226	59	13	repositories	repository	NOUN
fnp-5226	59	14	that	that	PRON
fnp-5226	59	15	include	include	VERB
fnp-5226	59	16	all	all	DET
fnp-5226	59	17	relevant	relevant	ADJ
fnp-5226	59	18	tumor	tumor	NOUN
fnp-5226	59	19	classes	class	NOUN
fnp-5226	59	20	;	;	PUNCT
fnp-5226	59	21	this	this	PRON
fnp-5226	59	22	is	be	AUX
fnp-5226	59	23	the	the	DET
fnp-5226	59	24	opposite	opposite	NOUN
fnp-5226	59	25	of	of	ADP
fnp-5226	59	26	the	the	DET
fnp-5226	59	27	current	current	ADJ
fnp-5226	59	28	common	common	ADJ
fnp-5226	59	29	practice	practice	NOUN
fnp-5226	59	30	of	of	ADP
fnp-5226	59	31	publishing	publish	VERB
fnp-5226	59	32	limited	limit	VERB
fnp-5226	59	33	,	,	PUNCT
fnp-5226	59	34	highly	highly	ADV
fnp-5226	59	35	biased	biased	ADJ
fnp-5226	59	36	series	series	NOUN
fnp-5226	59	37	designed	design	VERB
fnp-5226	59	38	to	to	PART
fnp-5226	59	39	illustrate	illustrate	VERB
fnp-5226	59	40	but	but	CCONJ
fnp-5226	59	41	not	not	PART
fnp-5226	59	42	to	to	PART
fnp-5226	59	43	test	test	VERB
fnp-5226	59	44	a	a	DET
fnp-5226	59	45	classification	classification	NOUN
fnp-5226	59	46	or	or	CCONJ
fnp-5226	59	47	classification	classification	NOUN
fnp-5226	59	48	variable	variable	NOUN
fnp-5226	59	49	.	.	PUNCT
fnp-5226	60	1	secondly	secondly	ADV
fnp-5226	60	2	,	,	PUNCT
fnp-5226	60	3	diagnostic	diagnostic	ADJ
fnp-5226	60	4	features	feature	NOUN
fnp-5226	60	5	that	that	PRON
fnp-5226	60	6	are	be	AUX
fnp-5226	60	7	useful	useful	ADJ
fnp-5226	60	8	in	in	ADP
fnp-5226	60	9	classification	classification	NOUN
fnp-5226	60	10	must	must	AUX
fnp-5226	60	11	be	be	AUX
fnp-5226	60	12	chosen	choose	VERB
fnp-5226	60	13	and	and	CCONJ
fnp-5226	60	14	applied	apply	VERB
fnp-5226	60	15	uniformly	uniformly	ADV
fnp-5226	60	16	throughout	throughout	ADP
fnp-5226	60	17	the	the	DET
fnp-5226	60	18	registry	registry	NOUN
fnp-5226	60	19	.	.	PUNCT
fnp-5226	61	1	indeed	indeed	ADV
fnp-5226	61	2	,	,	PUNCT
fnp-5226	61	3	authors	author	NOUN
fnp-5226	61	4	of	of	ADP
fnp-5226	61	5	the	the	PRON
fnp-5226	61	6	who	who	PRON
fnp-5226	61	7	pituitary	pituitary	ADJ
fnp-5226	61	8	tumor	tumor	NOUN
fnp-5226	61	9	classification	classification	NOUN
fnp-5226	61	10	seem	seem	VERB
fnp-5226	61	11	to	to	PART
fnp-5226	61	12	sense	sense	VERB
fnp-5226	61	13	this	this	PRON
fnp-5226	61	14	,	,	PUNCT
fnp-5226	61	15	and	and	CCONJ
fnp-5226	61	16	recommend	recommend	VERB
fnp-5226	61	17	performing	perform	VERB
fnp-5226	61	18	the	the	DET
fnp-5226	61	19	"	"	PUNCT
fnp-5226	61	20	complete	complete	ADJ
fnp-5226	61	21	panel	panel	NOUN
fnp-5226	61	22	of	of	ADP
fnp-5226	61	23	stains	stain	NOUN
fnp-5226	61	24	"	"	PUNCT
fnp-5226	61	25	(	(	PUNCT
fnp-5226	61	26	presumably	presumably	ADV
fnp-5226	61	27	,	,	PUNCT
fnp-5226	61	28	all	all	DET
fnp-5226	61	29	possible	possible	ADJ
fnp-5226	61	30	ihc	ihc	NOUN
fnp-5226	61	31	that	that	PRON
fnp-5226	61	32	might	might	AUX
fnp-5226	61	33	relate	relate	VERB
fnp-5226	61	34	to	to	ADP
fnp-5226	61	35	pituitary	pituitary	ADJ
fnp-5226	61	36	adenoma	adenoma	ADJ
fnp-5226	61	37	diagnosis	diagnosis	NOUN
fnp-5226	61	38	)	)	PUNCT
fnp-5226	61	39	during	during	ADP
fnp-5226	61	40	the	the	DET
fnp-5226	61	41	routine	routine	ADJ
fnp-5226	61	42	evaluation	evaluation	NOUN
fnp-5226	61	43	of	of	ADP
fnp-5226	61	44	pituitary	pituitary	ADJ
fnp-5226	61	45	adenomas	adenoma	NOUN
fnp-5226	61	46	(	(	PUNCT
fnp-5226	61	47	10	10	NUM
fnp-5226	61	48	)	)	PUNCT
fnp-5226	61	49	.	.	PUNCT
fnp-5226	62	1	nonetheless	nonetheless	ADV
fnp-5226	62	2	,	,	PUNCT
fnp-5226	62	3	data	datum	NOUN
fnp-5226	62	4	derived	derive	VERB
fnp-5226	62	5	from	from	ADP
fnp-5226	62	6	the	the	DET
fnp-5226	62	7	"	"	PUNCT
fnp-5226	62	8	complete	complete	ADJ
fnp-5226	62	9	panel	panel	NOUN
fnp-5226	62	10	of	of	ADP
fnp-5226	62	11	stains	stain	NOUN
fnp-5226	62	12	"	"	PUNCT
fnp-5226	62	13	are	be	AUX
fnp-5226	62	14	almost	almost	ADV
fnp-5226	62	15	never	never	ADV
fnp-5226	62	16	provided	provide	VERB
fnp-5226	62	17	in	in	ADP
fnp-5226	62	18	supporting	support	VERB
fnp-5226	62	19	literature	literature	NOUN
fnp-5226	62	20	,	,	PUNCT
fnp-5226	62	21	which	which	PRON
fnp-5226	62	22	tends	tend	VERB
fnp-5226	62	23	to	to	PART
fnp-5226	62	24	consist	consist	VERB
fnp-5226	62	25	of	of	ADP
fnp-5226	62	26	reviews	review	NOUN
fnp-5226	62	27	or	or	CCONJ
fnp-5226	62	28	biased	biased	ADJ
fnp-5226	62	29	collections	collection	NOUN
fnp-5226	62	30	of	of	ADP
fnp-5226	62	31	rare	rare	ADJ
fnp-5226	62	32	tumor	tumor	NOUN
fnp-5226	62	33	types	type	NOUN
fnp-5226	62	34	and	and	CCONJ
fnp-5226	62	35	upon	upon	SCONJ
fnp-5226	62	36	individual	individual	ADJ
fnp-5226	62	37	classification	classification	NOUN
fnp-5226	62	38	variables	variable	NOUN
fnp-5226	62	39	,	,	PUNCT
fnp-5226	62	40	without	without	ADP
fnp-5226	62	41	documentation	documentation	NOUN
fnp-5226	62	42	of	of	ADP
fnp-5226	62	43	other	other	ADJ
fnp-5226	62	44	tests	test	NOUN
fnp-5226	62	45	performed	perform	VERB
fnp-5226	62	46	to	to	PART
fnp-5226	62	47	corroborate	corroborate	VERB
fnp-5226	62	48	the	the	DET
fnp-5226	62	49	conclusions	conclusion	NOUN
fnp-5226	62	50	.	.	PUNCT
fnp-5226	63	1	claims	claim	NOUN
fnp-5226	63	2	by	by	ADP
fnp-5226	63	3	who	who	PRON
fnp-5226	63	4	authors	author	NOUN
fnp-5226	63	5	pertaining	pertain	VERB
fnp-5226	63	6	to	to	ADP
fnp-5226	63	7	ihc	ihc	PROPN
fnp-5226	63	8	for	for	ADP
fnp-5226	63	9	alpha	alpha	ADJ
fnp-5226	63	10	subunit	subunit	NOUN
fnp-5226	63	11	and	and	CCONJ
fnp-5226	63	12	gata3	gata3	NOUN
fnp-5226	63	13	are	be	AUX
fnp-5226	63	14	especially	especially	ADV
fnp-5226	63	15	concerning	concern	VERB
fnp-5226	63	16	in	in	ADP
fnp-5226	63	17	their	their	PRON
fnp-5226	63	18	lack	lack	NOUN
fnp-5226	63	19	of	of	ADP
fnp-5226	63	20	context	context	NOUN
fnp-5226	63	21	and/or	and/or	CCONJ
fnp-5226	63	22	low	low	ADJ
fnp-5226	63	23	numbers	number	NOUN
fnp-5226	63	24	of	of	ADP
fnp-5226	63	25	published	publish	VERB
fnp-5226	63	26	cases	case	NOUN
fnp-5226	63	27	.	.	PUNCT
fnp-5226	64	1	one	one	NUM
fnp-5226	64	2	possible	possible	ADJ
fnp-5226	64	3	workflow	workflow	NOUN
fnp-5226	64	4	to	to	PART
fnp-5226	64	5	address	address	VERB
fnp-5226	64	6	the	the	DET
fnp-5226	64	7	noted	note	VERB
fnp-5226	64	8	challenges	challenge	NOUN
fnp-5226	64	9	,	,	PUNCT
fnp-5226	64	10	which	which	PRON
fnp-5226	64	11	incorporates	incorporate	VERB
fnp-5226	64	12	these	these	DET
fnp-5226	64	13	lessons	lesson	NOUN
fnp-5226	64	14	from	from	ADP
fnp-5226	64	15	methylation	methylation	NOUN
fnp-5226	64	16	profiling	profiling	NOUN
fnp-5226	64	17	,	,	PUNCT
fnp-5226	64	18	is	be	AUX
fnp-5226	64	19	provided	provide	VERB
fnp-5226	64	20	here	here	ADV
fnp-5226	64	21	as	as	ADP
fnp-5226	64	22	an	an	DET
fnp-5226	64	23	illustration	illustration	NOUN
fnp-5226	64	24	,	,	PUNCT
fnp-5226	64	25	using	use	VERB
fnp-5226	64	26	data	datum	NOUN
fnp-5226	64	27	from	from	ADP
fnp-5226	64	28	cases	case	NOUN
fnp-5226	64	29	previously	previously	ADV
fnp-5226	64	30	published	publish	VERB
fnp-5226	64	31	.	.	PUNCT
fnp-5226	65	1	case	case	NOUN
fnp-5226	65	2	selection	selection	NOUN
fnp-5226	65	3	,	,	PUNCT
fnp-5226	65	4	recording	recording	NOUN
fnp-5226	65	5	of	of	ADP
fnp-5226	65	6	pre	pre	ADJ
fnp-5226	65	7	-	-	ADJ
fnp-5226	65	8	operative	operative	ADJ
fnp-5226	65	9	data	datum	NOUN
fnp-5226	65	10	,	,	PUNCT
fnp-5226	65	11	tissue	tissue	NOUN
fnp-5226	65	12	microarray	microarray	NOUN
fnp-5226	65	13	(	(	PUNCT
fnp-5226	65	14	tma	tma	PROPN
fnp-5226	65	15	)	)	PUNCT
fnp-5226	65	16	construction	construction	NOUN
fnp-5226	65	17	,	,	PUNCT
fnp-5226	65	18	ihc	ihc	PROPN
fnp-5226	65	19	,	,	PUNCT
fnp-5226	65	20	and	and	CCONJ
fnp-5226	65	21	scoring	scoring	NOUN
fnp-5226	65	22	were	be	AUX
fnp-5226	65	23	performed	perform	VERB
fnp-5226	65	24	as	as	ADP
fnp-5226	65	25	previously	previously	ADV
fnp-5226	65	26	described	describe	VERB
fnp-5226	65	27	(	(	PUNCT
fnp-5226	65	28	11	11	NUM
fnp-5226	65	29	,	,	PUNCT
fnp-5226	65	30	12	12	NUM
fnp-5226	65	31	)	)	PUNCT
fnp-5226	65	32	.	.	PUNCT
fnp-5226	66	1	in	in	ADP
fnp-5226	66	2	addition	addition	NOUN
fnp-5226	66	3	to	to	ADP
fnp-5226	66	4	previously	previously	ADV
fnp-5226	66	5	reported	report	VERB
fnp-5226	66	6	stains	stain	NOUN
fnp-5226	66	7	,	,	PUNCT
fnp-5226	66	8	we	we	PRON
fnp-5226	66	9	also	also	ADV
fnp-5226	66	10	performed	perform	VERB
fnp-5226	66	11	ihc	ihc	PROPN
fnp-5226	66	12	for	for	ADP
fnp-5226	66	13	gata3	gata3	PROPN
fnp-5226	66	14	(	(	PUNCT
fnp-5226	66	15	hg3	hg3	X
fnp-5226	66	16	-	-	SYM
fnp-5226	66	17	31	31	NUM
fnp-5226	66	18	(	(	PUNCT
fnp-5226	66	19	sc-268	sc-268	PROPN
fnp-5226	66	20	)	)	PUNCT
fnp-5226	66	21	,	,	PUNCT
fnp-5226	66	22	santa	santa	PROPN
fnp-5226	66	23	cruz	cruz	PROPN
fnp-5226	66	24	biotech	biotech	PROPN
fnp-5226	66	25	,	,	PUNCT
fnp-5226	66	26	1:100	1:100	NUM
fnp-5226	66	27	dilution	dilution	NOUN
fnp-5226	66	28	)	)	PUNCT
fnp-5226	66	29	and	and	CCONJ
fnp-5226	66	30	ihc	ihc	PROPN
fnp-5226	66	31	for	for	ADP
fnp-5226	66	32	estrogen	estrogen	NOUN
fnp-5226	66	33	receptors	receptor	NOUN
fnp-5226	66	34	(	(	PUNCT
fnp-5226	66	35	alpha	alpha	NOUN
fnp-5226	66	36	)	)	PUNCT
fnp-5226	66	37	(	(	PUNCT
fnp-5226	66	38	sp1	sp1	NOUN
fnp-5226	66	39	,	,	PUNCT
fnp-5226	66	40	thermo	thermo	NOUN
fnp-5226	66	41	scientific	scientific	NOUN
fnp-5226	66	42	,	,	PUNCT
fnp-5226	66	43	1:160	1:160	NUM
fnp-5226	66	44	dilution	dilution	NOUN
fnp-5226	66	45	)	)	PUNCT
fnp-5226	66	46	.	.	PUNCT
fnp-5226	67	1	in	in	ADP
fnp-5226	67	2	brief	brief	ADJ
fnp-5226	67	3	,	,	PUNCT
fnp-5226	67	4	157	157	NUM
fnp-5226	67	5	pituitary	pituitary	ADJ
fnp-5226	67	6	adenomas	adenoma	NOUN
fnp-5226	67	7	from	from	ADP
fnp-5226	67	8	allina	allina	PROPN
fnp-5226	67	9	health	health	PROPN
fnp-5226	67	10	(	(	PUNCT
fnp-5226	67	11	n	n	NOUN
fnp-5226	67	12	=	=	SYM
fnp-5226	67	13	136	136	NUM
fnp-5226	67	14	)	)	PUNCT
fnp-5226	67	15	and	and	CCONJ
fnp-5226	67	16	the	the	DET
fnp-5226	67	17	university	university	NOUN
fnp-5226	67	18	of	of	ADP
fnp-5226	67	19	pennsylvania	pennsylvania	PROPN
fnp-5226	67	20	(	(	PUNCT
fnp-5226	67	21	n	n	NOUN
fnp-5226	67	22	=	=	SYM
fnp-5226	67	23	21	21	NUM
fnp-5226	67	24	)	)	PUNCT
fnp-5226	67	25	were	be	AUX
fnp-5226	67	26	incorporated	incorporate	VERB
fnp-5226	67	27	into	into	ADP
fnp-5226	67	28	tma	tma	PROPN
fnp-5226	67	29	’s	’s	PART
fnp-5226	67	30	and	and	CCONJ
fnp-5226	67	31	stained	stain	VERB
fnp-5226	67	32	with	with	ADP
fnp-5226	67	33	the	the	DET
fnp-5226	67	34	indicated	indicate	VERB
fnp-5226	67	35	ihc	ihc	PROPN
fnp-5226	67	36	.	.	PUNCT
fnp-5226	68	1	ihc	ihc	PROPN
fnp-5226	68	2	was	be	AUX
fnp-5226	68	3	scored	score	VERB
fnp-5226	68	4	in	in	ADP
fnp-5226	68	5	a	a	DET
fnp-5226	68	6	blinded	blind	VERB
fnp-5226	68	7	fashion	fashion	NOUN
fnp-5226	68	8	using	use	VERB
fnp-5226	68	9	the	the	DET
fnp-5226	68	10	allred	allred	ADJ
fnp-5226	68	11	method	method	NOUN
fnp-5226	68	12	(	(	PUNCT
fnp-5226	68	13	13	13	NUM
fnp-5226	68	14	)	)	PUNCT
fnp-5226	68	15	,	,	PUNCT
fnp-5226	68	16	and	and	CCONJ
fnp-5226	68	17	adenoma	adenoma	ADJ
fnp-5226	68	18	class	class	NOUN
fnp-5226	68	19	was	be	AUX
fnp-5226	68	20	assigned	assign	VERB
fnp-5226	68	21	based	base	VERB
fnp-5226	68	22	upon	upon	SCONJ
fnp-5226	68	23	median	median	PROPN
fnp-5226	68	24	ihc	ihc	PROPN
fnp-5226	68	25	scores	score	NOUN
fnp-5226	68	26	,	,	PUNCT
fnp-5226	68	27	using	use	VERB
fnp-5226	68	28	clinical	clinical	ADJ
fnp-5226	68	29	and	and	CCONJ
fnp-5226	68	30	serological	serological	ADJ
fnp-5226	68	31	data	datum	NOUN
fnp-5226	68	32	to	to	PART
fnp-5226	68	33	confirm	confirm	VERB
fnp-5226	68	34	the	the	DET
fnp-5226	68	35	classification	classification	NOUN
fnp-5226	68	36	.	.	PUNCT
fnp-5226	69	1	a	a	DET
fnp-5226	69	2	simplified	simplified	ADJ
fnp-5226	69	3	managerial	managerial	ADJ
fnp-5226	69	4	class	class	NOUN
fnp-5226	69	5	was	be	AUX
fnp-5226	69	6	assigned	assign	VERB
fnp-5226	69	7	to	to	PART
fnp-5226	69	8	facilitate	facilitate	VERB
fnp-5226	69	9	analysis	analysis	NOUN
fnp-5226	69	10	,	,	PUNCT
fnp-5226	69	11	but	but	CCONJ
fnp-5226	69	12	this	this	DET
fnp-5226	69	13	class	class	NOUN
fnp-5226	69	14	did	do	AUX
fnp-5226	69	15	not	not	PART
fnp-5226	69	16	supervise	supervise	VERB
fnp-5226	69	17	the	the	DET
fnp-5226	69	18	machine	machine	NOUN
fnp-5226	69	19	learning	learning	NOUN
fnp-5226	69	20	process	process	NOUN
fnp-5226	69	21	.	.	PUNCT
fnp-5226	70	1	estimating	estimate	VERB
fnp-5226	70	2	correlation	correlation	NOUN
fnp-5226	70	3	between	between	ADP
fnp-5226	70	4	classification	classification	NOUN
fnp-5226	70	5	variables	variable	NOUN
fnp-5226	70	6	to	to	PART
fnp-5226	70	7	start	start	VERB
fnp-5226	70	8	our	our	PRON
fnp-5226	70	9	thought	thought	NOUN
fnp-5226	70	10	experiment	experiment	NOUN
fnp-5226	70	11	,	,	PUNCT
fnp-5226	70	12	classification	classification	NOUN
fnp-5226	70	13	variables	variable	NOUN
fnp-5226	70	14	should	should	AUX
fnp-5226	70	15	be	be	AUX
fnp-5226	70	16	distinguished	distinguish	VERB
fnp-5226	70	17	from	from	ADP
fnp-5226	70	18	other	other	ADJ
fnp-5226	70	19	descriptive	descriptive	ADJ
fnp-5226	70	20	variables	variable	NOUN
fnp-5226	70	21	and	and	CCONJ
fnp-5226	70	22	explicitly	explicitly	ADV
fnp-5226	70	23	stated	state	VERB
fnp-5226	70	24	.	.	PUNCT
fnp-5226	71	1	this	this	PRON
fnp-5226	71	2	helps	help	VERB
fnp-5226	71	3	to	to	PART
fnp-5226	71	4	establish	establish	VERB
fnp-5226	71	5	limits	limit	NOUN
fnp-5226	71	6	on	on	ADP
fnp-5226	71	7	the	the	DET
fnp-5226	71	8	classification	classification	NOUN
fnp-5226	71	9	problem	problem	NOUN
fnp-5226	71	10	,	,	PUNCT
fnp-5226	71	11	and	and	CCONJ
fnp-5226	71	12	allows	allow	VERB
fnp-5226	71	13	more	more	ADJ
fnp-5226	71	14	refined	refined	ADJ
fnp-5226	71	15	discussion	discussion	NOUN
fnp-5226	71	16	of	of	ADP
fnp-5226	71	17	diagnostic	diagnostic	ADJ
fnp-5226	71	18	algorithms	algorithm	NOUN
fnp-5226	71	19	.	.	PUNCT
fnp-5226	72	1	it	it	PRON
fnp-5226	72	2	is	be	AUX
fnp-5226	72	3	also	also	ADV
fnp-5226	72	4	an	an	DET
fnp-5226	72	5	essential	essential	ADJ
fnp-5226	72	6	step	step	NOUN
fnp-5226	72	7	in	in	ADP
fnp-5226	72	8	establishing	establish	VERB
fnp-5226	72	9	relationships	relationship	NOUN
fnp-5226	72	10	among	among	ADP
fnp-5226	72	11	these	these	DET
fnp-5226	72	12	variables	variable	NOUN
fnp-5226	72	13	.	.	PUNCT
fnp-5226	73	1	in	in	ADP
fnp-5226	73	2	our	our	PRON
fnp-5226	73	3	work	work	NOUN
fnp-5226	73	4	,	,	PUNCT
fnp-5226	73	5	the	the	DET
fnp-5226	73	6	"	"	PUNCT
fnp-5226	73	7	complete	complete	ADJ
fnp-5226	73	8	panel	panel	NOUN
fnp-5226	73	9	of	of	ADP
fnp-5226	73	10	stains	stain	NOUN
fnp-5226	73	11	"	"	PUNCT
fnp-5226	73	12	(	(	PUNCT
fnp-5226	73	13	that	that	ADV
fnp-5226	73	14	is	is	ADV
fnp-5226	73	15	,	,	PUNCT
fnp-5226	73	16	the	the	DET
fnp-5226	73	17	classification	classification	NOUN
fnp-5226	73	18	variables	variable	NOUN
fnp-5226	73	19	)	)	PUNCT
fnp-5226	73	20	consists	consist	VERB
fnp-5226	73	21	of	of	ADP
fnp-5226	73	22	ihc	ihc	PROPN
fnp-5226	73	23	for	for	ADP
fnp-5226	73	24	sf1	sf1	PROPN
fnp-5226	73	25	,	,	PUNCT
fnp-5226	73	26	pit1	pit1	PROPN
fnp-5226	73	27	,	,	PUNCT
fnp-5226	73	28	tpit	tpit	NOUN
fnp-5226	73	29	,	,	PUNCT
fnp-5226	73	30	gata3	gata3	PROPN
fnp-5226	73	31	,	,	PUNCT
fnp-5226	73	32	alpha	alpha	NOUN
fnp-5226	73	33	subunit	subunit	NOUN
fnp-5226	73	34	,	,	PUNCT
fnp-5226	73	35	luteinizing	luteinize	VERB
fnp-5226	73	36	hormone	hormone	NOUN
fnp-5226	73	37	(	(	PUNCT
fnp-5226	73	38	lh	lh	PROPN
fnp-5226	73	39	)	)	PUNCT
fnp-5226	73	40	,	,	PUNCT
fnp-5226	73	41	follicle	follicle	NOUN
fnp-5226	73	42	-	-	PUNCT
fnp-5226	73	43	stimulating	stimulate	VERB
fnp-5226	73	44	hormone	hormone	NOUN
fnp-5226	73	45	(	(	PUNCT
fnp-5226	73	46	fsh	fsh	NOUN
fnp-5226	73	47	)	)	PUNCT
fnp-5226	73	48	,	,	PUNCT
fnp-5226	73	49	prolactin	prolactin	NOUN
fnp-5226	73	50	,	,	PUNCT
fnp-5226	73	51	thyroid	thyroid	NOUN
fnp-5226	73	52	-	-	PUNCT
fnp-5226	73	53	stimulating	stimulate	VERB
fnp-5226	73	54	hormone	hormone	NOUN
fnp-5226	73	55	(	(	PUNCT
fnp-5226	73	56	tsh	tsh	NOUN
fnp-5226	73	57	)	)	PUNCT
fnp-5226	73	58	,	,	PUNCT
fnp-5226	73	59	growth	growth	NOUN
fnp-5226	73	60	hormone	hormone	NOUN
fnp-5226	73	61	,	,	PUNCT
fnp-5226	73	62	estrogen	estrogen	NOUN
fnp-5226	73	63	receptor	receptor	NOUN
fnp-5226	73	64	,	,	PUNCT
fnp-5226	73	65	cytokeratin	cytokeratin	NOUN
fnp-5226	73	66	cam5.2	cam5.2	PROPN
fnp-5226	73	67	,	,	PUNCT
fnp-5226	73	68	and	and	CCONJ
fnp-5226	73	69	adrenocorticotropic	adrenocorticotropic	NOUN
fnp-5226	73	70	hormone	hormone	NOUN
fnp-5226	73	71	(	(	PUNCT
fnp-5226	73	72	acth	acth	NOUN
fnp-5226	73	73	)	)	PUNCT
fnp-5226	73	74	.	.	PUNCT
fnp-5226	74	1	when	when	SCONJ
fnp-5226	74	2	one	one	PRON
fnp-5226	74	3	considers	consider	VERB
fnp-5226	74	4	our	our	PRON
fnp-5226	74	5	series	series	NOUN
fnp-5226	74	6	of	of	ADP
fnp-5226	74	7	pituitary	pituitary	ADJ
fnp-5226	74	8	adenomas	adenoma	NOUN
fnp-5226	74	9	(	(	PUNCT
fnp-5226	74	10	11	11	NUM
fnp-5226	74	11	,	,	PUNCT
fnp-5226	74	12	14	14	NUM
fnp-5226	74	13	)	)	PUNCT
fnp-5226	74	14	,	,	PUNCT
fnp-5226	74	15	correlation	correlation	NOUN
fnp-5226	74	16	among	among	ADP
fnp-5226	74	17	variables	variable	NOUN
fnp-5226	74	18	is	be	AUX
fnp-5226	74	19	readily	readily	ADV
fnp-5226	74	20	shown	show	VERB
fnp-5226	74	21	in	in	ADP
fnp-5226	74	22	a	a	DET
fnp-5226	74	23	matrix	matrix	NOUN
fnp-5226	74	24	(	(	PUNCT
fnp-5226	74	25	figure	figure	NOUN
fnp-5226	74	26	1	1	NUM
fnp-5226	74	27	)	)	PUNCT
fnp-5226	74	28	.	.	PUNCT
fnp-5226	75	1	figure	figure	NOUN
fnp-5226	75	2	1	1	NUM
fnp-5226	75	3	.	.	PUNCT
fnp-5226	75	4	correlation	correlation	NOUN
fnp-5226	75	5	matrix	matrix	NOUN
fnp-5226	75	6	comparing	compare	VERB
fnp-5226	75	7	immunohistochemical	immunohistochemical	ADJ
fnp-5226	75	8	stains	stain	NOUN
fnp-5226	75	9	,	,	PUNCT
fnp-5226	75	10	ordered	order	VERB
fnp-5226	75	11	using	use	VERB
fnp-5226	75	12	hierarchical	hierarchical	ADJ
fnp-5226	75	13	clustering	clustering	NOUN
fnp-5226	75	14	.	.	PUNCT
fnp-5226	76	1	correlation	correlation	NOUN
fnp-5226	76	2	coefficient	coefficient	NOUN
fnp-5226	76	3	is	be	AUX
fnp-5226	76	4	displayed	display	VERB
fnp-5226	76	5	.	.	PUNCT
fnp-5226	77	1	abbreviations	abbreviation	NOUN
fnp-5226	77	2	:	:	PUNCT
fnp-5226	77	3	acth	acth	NOUN
fnp-5226	77	4	,	,	PUNCT
fnp-5226	77	5	adrenocorticotropic	adrenocorticotropic	ADJ
fnp-5226	77	6	hormone	hormone	NOUN
fnp-5226	77	7	;	;	PUNCT
fnp-5226	77	8	asu	asu	PROPN
fnp-5226	77	9	,	,	PUNCT
fnp-5226	77	10	alpha	alpha	ADJ
fnp-5226	77	11	subunit	subunit	NOUN
fnp-5226	77	12	;	;	PUNCT
fnp-5226	77	13	cam	cam	VERB
fnp-5226	77	14	5.2	5.2	NUM
fnp-5226	77	15	,	,	PUNCT
fnp-5226	77	16	cytokeratin	cytokeratin	NOUN
fnp-5226	77	17	cam	cam	VERB
fnp-5226	77	18	5.2	5.2	NUM
fnp-5226	77	19	;	;	PUNCT
fnp-5226	77	20	er	er	INTJ
fnp-5226	77	21	,	,	PUNCT
fnp-5226	77	22	estrogen	estrogen	NOUN
fnp-5226	77	23	receptor	receptor	NOUN
fnp-5226	77	24	;	;	PUNCT
fnp-5226	77	25	fsh	fsh	ADJ
fnp-5226	77	26	,	,	PUNCT
fnp-5226	77	27	follicle	follicle	NOUN
fnp-5226	77	28	-	-	PUNCT
fnp-5226	77	29	stimulating	stimulate	VERB
fnp-5226	77	30	hormone	hormone	NOUN
fnp-5226	77	31	;	;	PUNCT
fnp-5226	78	1	gh	gh	PROPN
fnp-5226	78	2	,	,	PUNCT
fnp-5226	78	3	growth	growth	NOUN
fnp-5226	78	4	hormone	hormone	NOUN
fnp-5226	78	5	;	;	PUNCT
fnp-5226	78	6	lh	lh	PROPN
fnp-5226	78	7	,	,	PUNCT
fnp-5226	78	8	luteinizing	luteinize	VERB
fnp-5226	78	9	hormone	hormone	NOUN
fnp-5226	78	10	;	;	PUNCT
fnp-5226	78	11	sf1	sf1	PROPN
fnp-5226	78	12	,	,	PUNCT
fnp-5226	78	13	steroidogenic	steroidogenic	ADJ
fnp-5226	78	14	factor	factor	NOUN
fnp-5226	78	15	1	1	NUM
fnp-5226	78	16	;	;	PUNCT
fnp-5226	78	17	tpit	tpit	NOUN
fnp-5226	78	18	,	,	PUNCT
fnp-5226	78	19	t	t	PROPN
fnp-5226	78	20	-	-	PUNCT
fnp-5226	78	21	box	box	NOUN
fnp-5226	78	22	transcription	transcription	NOUN
fnp-5226	78	23	factor	factor	NOUN
fnp-5226	78	24	;	;	PUNCT
fnp-5226	78	25	tsh	tsh	NOUN
fnp-5226	78	26	,	,	PUNCT
fnp-5226	78	27	thyroid	thyroid	NOUN
fnp-5226	78	28	-	-	PUNCT
fnp-5226	78	29	stimulating	stimulate	VERB
fnp-5226	78	30	hormone	hormone	NOUN
fnp-5226	78	31	.	.	PUNCT
fnp-5226	79	1	it	it	PRON
fnp-5226	79	2	's	be	AUX
fnp-5226	79	3	easy	easy	ADJ
fnp-5226	79	4	to	to	PART
fnp-5226	79	5	see	see	VERB
fnp-5226	79	6	that	that	SCONJ
fnp-5226	79	7	the	the	DET
fnp-5226	79	8	variables	variable	NOUN
fnp-5226	79	9	that	that	SCONJ
fnp-5226	79	10	one	one	PRON
fnp-5226	79	11	might	might	AUX
fnp-5226	79	12	use	use	VERB
fnp-5226	79	13	for	for	ADP
fnp-5226	79	14	classifying	classify	VERB
fnp-5226	79	15	pituitary	pituitary	ADJ
fnp-5226	79	16	adenomas	adenoma	NOUN
fnp-5226	79	17	are	be	AUX
fnp-5226	79	18	variably	variably	ADV
fnp-5226	79	19	correlated	correlate	VERB
fnp-5226	79	20	with	with	ADP
fnp-5226	79	21	one	one	NUM
fnp-5226	79	22	another	another	DET
fnp-5226	79	23	,	,	PUNCT
fnp-5226	79	24	exactly	exactly	ADV
fnp-5226	79	25	as	as	SCONJ
fnp-5226	79	26	one	one	PRON
fnp-5226	79	27	should	should	AUX
fnp-5226	79	28	expect	expect	VERB
fnp-5226	79	29	.	.	PUNCT
fnp-5226	80	1	practical	practical	ADJ
fnp-5226	80	2	problems	problem	NOUN
fnp-5226	80	3	arise	arise	VERB
fnp-5226	80	4	for	for	ADP
fnp-5226	80	5	the	the	DET
fnp-5226	80	6	pathologist	pathologist	NOUN
fnp-5226	80	7	,	,	PUNCT
fnp-5226	80	8	however	however	ADV
fnp-5226	80	9	,	,	PUNCT
fnp-5226	80	10	in	in	ADP
fnp-5226	80	11	considering	consider	VERB
fnp-5226	80	12	which	which	DET
fnp-5226	80	13	variables	variable	NOUN
fnp-5226	80	14	to	to	PART
fnp-5226	80	15	use	use	VERB
fnp-5226	80	16	when	when	SCONJ
fnp-5226	80	17	trying	try	VERB
fnp-5226	80	18	to	to	PART
fnp-5226	80	19	classify	classify	VERB
fnp-5226	80	20	an	an	DET
fnp-5226	80	21	adenoma	adenoma	NOUN
fnp-5226	80	22	.	.	PUNCT
fnp-5226	81	1	incorporating	incorporate	VERB
fnp-5226	81	2	redundant	redundant	ADJ
fnp-5226	81	3	and	and	CCONJ
fnp-5226	81	4	correlated	correlate	VERB
fnp-5226	81	5	classification	classification	NOUN
fnp-5226	81	6	variables	variable	NOUN
fnp-5226	81	7	with	with	ADP
fnp-5226	81	8	inferior	inferior	ADJ
fnp-5226	81	9	test	test	NOUN
fnp-5226	81	10	performance	performance	NOUN
fnp-5226	81	11	reduces	reduce	VERB
fnp-5226	81	12	the	the	DET
fnp-5226	81	13	usefulness	usefulness	NOUN
fnp-5226	81	14	of	of	ADP
fnp-5226	81	15	a	a	DET
fnp-5226	81	16	classification	classification	NOUN
fnp-5226	81	17	algorithm	algorithm	NOUN
fnp-5226	81	18	and	and	CCONJ
fnp-5226	81	19	falsely	falsely	ADV
fnp-5226	81	20	bolsters	bolster	VERB
fnp-5226	81	21	the	the	DET
fnp-5226	81	22	confidence	confidence	NOUN
fnp-5226	81	23	of	of	ADP
fnp-5226	81	24	the	the	DET
fnp-5226	81	25	diagnostician	diagnostician	NOUN
fnp-5226	81	26	(	(	PUNCT
fnp-5226	81	27	1	1	NUM
fnp-5226	81	28	)	)	PUNCT
fnp-5226	81	29	.	.	PUNCT
fnp-5226	82	1	put	put	VERB
fnp-5226	82	2	another	another	DET
fnp-5226	82	3	way	way	NOUN
fnp-5226	82	4	,	,	PUNCT
fnp-5226	82	5	adding	add	VERB
fnp-5226	82	6	redundant	redundant	ADJ
fnp-5226	82	7	and	and	CCONJ
fnp-5226	82	8	correlated	correlate	VERB
fnp-5226	82	9	variables	variable	NOUN
fnp-5226	82	10	that	that	PRON
fnp-5226	82	11	hope	hope	VERB
fnp-5226	82	12	to	to	PART
fnp-5226	82	13	resolve	resolve	VERB
fnp-5226	82	14	cases	case	NOUN
fnp-5226	82	15	into	into	ADP
fnp-5226	82	16	groups	group	NOUN
fnp-5226	82	17	leads	lead	VERB
fnp-5226	82	18	to	to	ADP
fnp-5226	82	19	a	a	DET
fnp-5226	82	20	classification	classification	NOUN
fnp-5226	82	21	system	system	NOUN
fnp-5226	82	22	that	that	PRON
fnp-5226	82	23	produces	produce	VERB
fnp-5226	82	24	overfitting	overfitte	VERB
fnp-5226	82	25	and	and	CCONJ
fnp-5226	82	26	a	a	DET
fnp-5226	82	27	classification	classification	NOUN
fnp-5226	82	28	process	process	NOUN
fnp-5226	82	29	that	that	PRON
fnp-5226	82	30	generates	generate	VERB
fnp-5226	82	31	expensive	expensive	ADJ
fnp-5226	82	32	and	and	CCONJ
fnp-5226	82	33	distracting	distract	VERB
fnp-5226	82	34	false	false	ADJ
fnp-5226	82	35	positives	positive	NOUN
fnp-5226	82	36	and	and	CCONJ
fnp-5226	82	37	false	false	ADJ
fnp-5226	82	38	negatives	negative	NOUN
fnp-5226	82	39	.	.	PUNCT
fnp-5226	83	1	this	this	PRON
fnp-5226	83	2	is	be	AUX
fnp-5226	83	3	a	a	DET
fnp-5226	83	4	statistical	statistical	ADJ
fnp-5226	83	5	truism	truism	NOUN
fnp-5226	83	6	,	,	PUNCT
fnp-5226	83	7	but	but	CCONJ
fnp-5226	83	8	seems	seem	VERB
fnp-5226	83	9	to	to	PART
fnp-5226	83	10	be	be	AUX
fnp-5226	83	11	forgotten	forget	VERB
fnp-5226	83	12	by	by	ADP
fnp-5226	83	13	many	many	ADJ
fnp-5226	83	14	pathologists	pathologist	NOUN
fnp-5226	83	15	.	.	PUNCT
fnp-5226	84	1	in	in	ADP
fnp-5226	84	2	concrete	concrete	ADJ
fnp-5226	84	3	terms	term	NOUN
fnp-5226	84	4	,	,	PUNCT
fnp-5226	84	5	when	when	SCONJ
fnp-5226	84	6	the	the	DET
fnp-5226	84	7	authors	author	NOUN
fnp-5226	84	8	of	of	ADP
fnp-5226	84	9	the	the	PRON
fnp-5226	84	10	who	who	PRON
fnp-5226	84	11	endocrine	endocrine	VERB
fnp-5226	84	12	pituitary	pituitary	ADJ
fnp-5226	84	13	tumor	tumor	NOUN
fnp-5226	84	14	classification	classification	NOUN
fnp-5226	84	15	recommend	recommend	VERB
fnp-5226	84	16	that	that	SCONJ
fnp-5226	84	17	"	"	PUNCT
fnp-5226	84	18	the	the	DET
fnp-5226	84	19	complete	complete	ADJ
fnp-5226	84	20	panel	panel	NOUN
fnp-5226	84	21	of	of	ADP
fnp-5226	84	22	stains	stain	NOUN
fnp-5226	84	23	"	"	PUNCT
fnp-5226	84	24	be	be	AUX
fnp-5226	84	25	performed	perform	VERB
fnp-5226	84	26	on	on	ADP
fnp-5226	84	27	all	all	DET
fnp-5226	84	28	pituitary	pituitary	ADJ
fnp-5226	84	29	adenomas	adenoma	NOUN
fnp-5226	84	30	,	,	PUNCT
fnp-5226	84	31	they	they	PRON
fnp-5226	84	32	promote	promote	VERB
fnp-5226	84	33	a	a	DET
fnp-5226	84	34	classification	classification	NOUN
fnp-5226	84	35	system	system	NOUN
fnp-5226	84	36	that	that	PRON
fnp-5226	84	37	overfits	overfit	VERB
fnp-5226	84	38	the	the	DET
fnp-5226	84	39	data	datum	NOUN
fnp-5226	84	40	and	and	CCONJ
fnp-5226	84	41	reduces	reduce	VERB
fnp-5226	84	42	reproducibility	reproducibility	NOUN
fnp-5226	84	43	while	while	SCONJ
fnp-5226	84	44	at	at	ADP
fnp-5226	84	45	the	the	DET
fnp-5226	84	46	same	same	ADJ
fnp-5226	84	47	time	time	NOUN
fnp-5226	84	48	generating	generate	VERB
fnp-5226	84	49	expensive	expensive	ADJ
fnp-5226	84	50	,	,	PUNCT
fnp-5226	84	51	wasteful	wasteful	ADJ
fnp-5226	84	52	,	,	PUNCT
fnp-5226	84	53	and	and	CCONJ
fnp-5226	84	54	distracting	distract	VERB
fnp-5226	84	55	false	false	ADJ
fnp-5226	84	56	positives	positive	NOUN
fnp-5226	84	57	and	and	CCONJ
fnp-5226	84	58	false	false	ADJ
fnp-5226	84	59	negatives	negative	NOUN
fnp-5226	84	60	in	in	ADP
fnp-5226	84	61	laboratories	laboratory	NOUN
fnp-5226	84	62	worldwide	worldwide	ADV
fnp-5226	84	63	.	.	PUNCT
fnp-5226	85	1	establishing	establish	VERB
fnp-5226	85	2	context	context	NOUN
fnp-5226	85	3	:	:	PUNCT
fnp-5226	85	4	observing	observe	VERB
fnp-5226	85	5	multi	multi	ADJ
fnp-5226	85	6	-	-	ADJ
fnp-5226	85	7	variable	variable	ADJ
fnp-5226	85	8	relationships	relationship	NOUN
fnp-5226	85	9	among	among	ADP
fnp-5226	85	10	classification	classification	NOUN
fnp-5226	85	11	variables	variable	NOUN
fnp-5226	85	12	it	it	PRON
fnp-5226	85	13	has	have	AUX
fnp-5226	85	14	never	never	ADV
fnp-5226	85	15	been	be	AUX
fnp-5226	85	16	easier	easy	ADJ
fnp-5226	85	17	to	to	PART
fnp-5226	85	18	move	move	VERB
fnp-5226	85	19	beyond	beyond	ADP
fnp-5226	85	20	simple	simple	ADJ
fnp-5226	85	21	correlations	correlation	NOUN
fnp-5226	85	22	to	to	PART
fnp-5226	85	23	show	show	VERB
fnp-5226	85	24	broader	broad	ADJ
fnp-5226	85	25	,	,	PUNCT
fnp-5226	85	26	multi	multi	ADJ
fnp-5226	85	27	-	-	ADJ
fnp-5226	85	28	variable	variable	ADJ
fnp-5226	85	29	relationships	relationship	NOUN
fnp-5226	85	30	using	use	VERB
fnp-5226	85	31	widely	widely	ADV
fnp-5226	85	32	available	available	ADJ
fnp-5226	85	33	,	,	PUNCT
fnp-5226	85	34	free	free	ADJ
fnp-5226	85	35	statistical	statistical	ADJ
fnp-5226	85	36	software	software	NOUN
fnp-5226	85	37	(	(	PUNCT
fnp-5226	85	38	15	15	NUM
fnp-5226	85	39	,	,	PUNCT
fnp-5226	85	40	16	16	NUM
fnp-5226	85	41	)	)	PUNCT
fnp-5226	85	42	.	.	PUNCT
fnp-5226	86	1	of	of	ADP
fnp-5226	86	2	the	the	DET
fnp-5226	86	3	157	157	NUM
fnp-5226	86	4	pituitary	pituitary	ADJ
fnp-5226	86	5	adenomas	adenoma	NOUN
fnp-5226	86	6	in	in	ADP
fnp-5226	86	7	our	our	PRON
fnp-5226	86	8	series	series	NOUN
fnp-5226	86	9	(	(	PUNCT
fnp-5226	86	10	11	11	NUM
fnp-5226	86	11	,	,	PUNCT
fnp-5226	86	12	14	14	NUM
fnp-5226	86	13	)	)	PUNCT
fnp-5226	86	14	,	,	PUNCT
fnp-5226	86	15	the	the	DET
fnp-5226	86	16	relationships	relationship	NOUN
fnp-5226	86	17	between	between	ADP
fnp-5226	86	18	classification	classification	NOUN
fnp-5226	86	19	variables	variable	NOUN
fnp-5226	86	20	,	,	PUNCT
fnp-5226	86	21	demographics	demographic	NOUN
fnp-5226	86	22	,	,	PUNCT
fnp-5226	86	23	and	and	CCONJ
fnp-5226	86	24	tumor	tumor	NOUN
fnp-5226	86	25	size	size	NOUN
fnp-5226	86	26	can	can	AUX
fnp-5226	86	27	be	be	AUX
fnp-5226	86	28	readily	readily	ADV
fnp-5226	86	29	illustrated	illustrate	VERB
fnp-5226	86	30	in	in	ADP
fnp-5226	86	31	a	a	DET
fnp-5226	86	32	so	so	ADV
fnp-5226	86	33	-	-	PUNCT
fnp-5226	86	34	called	call	VERB
fnp-5226	86	35	heatmap	heatmap	NOUN
fnp-5226	86	36	(	(	PUNCT
fnp-5226	86	37	figure	figure	NOUN
fnp-5226	86	38	2	2	NUM
fnp-5226	86	39	)	)	PUNCT
fnp-5226	86	40	.	.	PUNCT
fnp-5226	87	1	figure	figure	NOUN
fnp-5226	87	2	2	2	NUM
fnp-5226	87	3	.	.	PUNCT
fnp-5226	88	1	the	the	DET
fnp-5226	88	2	figure	figure	NOUN
fnp-5226	88	3	shows	show	VERB
fnp-5226	88	4	a	a	DET
fnp-5226	88	5	heatmap	heatmap	NOUN
fnp-5226	88	6	of	of	ADP
fnp-5226	88	7	median	median	PROPN
fnp-5226	88	8	ihc	ihc	PROPN
fnp-5226	88	9	scores	score	NOUN
fnp-5226	88	10	(	(	PUNCT
fnp-5226	88	11	allred	allred	PROPN
fnp-5226	88	12	scores	score	NOUN
fnp-5226	88	13	)	)	PUNCT
fnp-5226	88	14	from	from	ADP
fnp-5226	88	15	157	157	NUM
fnp-5226	88	16	pituitary	pituitary	ADJ
fnp-5226	88	17	adenomas	adenoma	NOUN
fnp-5226	88	18	with	with	ADP
fnp-5226	88	19	annotation	annotation	NOUN
fnp-5226	88	20	for	for	ADP
fnp-5226	88	21	managerial	managerial	ADJ
fnp-5226	88	22	diagnoses	diagnosis	NOUN
fnp-5226	88	23	(	(	PUNCT
fnp-5226	88	24	at	at	ADP
fnp-5226	88	25	top	top	NOUN
fnp-5226	88	26	)	)	PUNCT
fnp-5226	88	27	,	,	PUNCT
fnp-5226	88	28	tumor	tumor	NOUN
fnp-5226	88	29	size	size	NOUN
fnp-5226	88	30	,	,	PUNCT
fnp-5226	88	31	patient	patient	ADJ
fnp-5226	88	32	sex	sex	NOUN
fnp-5226	88	33	,	,	PUNCT
fnp-5226	88	34	and	and	CCONJ
fnp-5226	88	35	patient	patient	ADJ
fnp-5226	88	36	age	age	NOUN
fnp-5226	88	37	(	(	PUNCT
fnp-5226	88	38	at	at	ADP
fnp-5226	88	39	bottom	bottom	NOUN
fnp-5226	88	40	)	)	PUNCT
fnp-5226	88	41	.	.	PUNCT
fnp-5226	89	1	alpha	alpha	NOUN
fnp-5226	89	2	subunit	subunit	NOUN
fnp-5226	89	3	staining	stain	VERB
fnp-5226	89	4	and	and	CCONJ
fnp-5226	89	5	cam5.2	cam5.2	NUM
fnp-5226	89	6	pattern	pattern	NOUN
fnp-5226	89	7	are	be	AUX
fnp-5226	89	8	included	include	VERB
fnp-5226	89	9	in	in	ADP
fnp-5226	89	10	the	the	DET
fnp-5226	89	11	annotation	annotation	NOUN
fnp-5226	89	12	,	,	PUNCT
fnp-5226	89	13	but	but	CCONJ
fnp-5226	89	14	are	be	AUX
fnp-5226	89	15	not	not	PART
fnp-5226	89	16	used	use	VERB
fnp-5226	89	17	for	for	ADP
fnp-5226	89	18	clustering	clustering	NOUN
fnp-5226	89	19	.	.	PUNCT
fnp-5226	90	1	columns	column	NOUN
fnp-5226	90	2	represent	represent	VERB
fnp-5226	90	3	individual	individual	ADJ
fnp-5226	90	4	cases	case	NOUN
fnp-5226	90	5	.	.	PUNCT
fnp-5226	91	1	rows	row	NOUN
fnp-5226	91	2	of	of	ADP
fnp-5226	91	3	the	the	DET
fnp-5226	91	4	heatmap	heatmap	NOUN
fnp-5226	91	5	represent	represent	VERB
fnp-5226	91	6	allred	allred	ADJ
fnp-5226	91	7	scores	score	NOUN
fnp-5226	91	8	for	for	ADP
fnp-5226	91	9	the	the	DET
fnp-5226	91	10	ihc	ihc	PROPN
fnp-5226	91	11	indicated	indicate	VERB
fnp-5226	91	12	to	to	ADP
fnp-5226	91	13	the	the	DET
fnp-5226	91	14	right	right	NOUN
fnp-5226	91	15	,	,	PUNCT
fnp-5226	91	16	and	and	CCONJ
fnp-5226	91	17	range	range	VERB
fnp-5226	91	18	from	from	ADP
fnp-5226	91	19	0	0	NUM
fnp-5226	91	20	(	(	PUNCT
fnp-5226	91	21	no	no	DET
fnp-5226	91	22	staining	staining	NOUN
fnp-5226	91	23	)	)	PUNCT
fnp-5226	91	24	to	to	ADP
fnp-5226	91	25	8	8	NUM
fnp-5226	91	26	(	(	PUNCT
fnp-5226	91	27	strong	strong	ADJ
fnp-5226	91	28	staining	stain	VERB
fnp-5226	91	29	in	in	ADP
fnp-5226	91	30	greater	great	ADJ
fnp-5226	91	31	than	than	ADP
fnp-5226	91	32	2/3	2/3	NUM
fnp-5226	91	33	of	of	ADP
fnp-5226	91	34	the	the	DET
fnp-5226	91	35	cells	cell	NOUN
fnp-5226	91	36	)	)	PUNCT
fnp-5226	91	37	;	;	PUNCT
fnp-5226	91	38	gray	gray	ADJ
fnp-5226	91	39	boxes	box	NOUN
fnp-5226	91	40	indicate	indicate	VERB
fnp-5226	91	41	missing	miss	VERB
fnp-5226	91	42	data	datum	NOUN
fnp-5226	91	43	.	.	PUNCT
fnp-5226	92	1	abbreviations	abbreviation	NOUN
fnp-5226	92	2	:	:	PUNCT
fnp-5226	92	3	acth	acth	NOUN
fnp-5226	92	4	,	,	PUNCT
fnp-5226	92	5	adrenocorticotropic	adrenocorticotropic	ADJ
fnp-5226	92	6	hormone	hormone	NOUN
fnp-5226	92	7	;	;	PUNCT
fnp-5226	92	8	cam	cam	VERB
fnp-5226	92	9	5.2	5.2	NUM
fnp-5226	92	10	,	,	PUNCT
fnp-5226	92	11	cytokeratin	cytokeratin	NOUN
fnp-5226	92	12	cam	cam	VERB
fnp-5226	92	13	5.2	5.2	NUM
fnp-5226	92	14	;	;	PUNCT
fnp-5226	92	15	er	er	INTJ
fnp-5226	92	16	,	,	PUNCT
fnp-5226	92	17	estrogen	estrogen	NOUN
fnp-5226	92	18	receptor	receptor	NOUN
fnp-5226	92	19	;	;	PUNCT
fnp-5226	92	20	fsh	fsh	ADJ
fnp-5226	92	21	,	,	PUNCT
fnp-5226	92	22	follicle	follicle	NOUN
fnp-5226	92	23	-	-	PUNCT
fnp-5226	92	24	stimulating	stimulate	VERB
fnp-5226	92	25	hormone	hormone	NOUN
fnp-5226	92	26	;	;	PUNCT
fnp-5226	93	1	gh	gh	PROPN
fnp-5226	93	2	,	,	PUNCT
fnp-5226	93	3	growth	growth	NOUN
fnp-5226	93	4	hormone	hormone	NOUN
fnp-5226	93	5	;	;	PUNCT
fnp-5226	93	6	lh	lh	PROPN
fnp-5226	93	7	,	,	PUNCT
fnp-5226	93	8	luteinizing	luteinize	VERB
fnp-5226	93	9	hormone	hormone	NOUN
fnp-5226	93	10	;	;	PUNCT
fnp-5226	93	11	sf1	sf1	PROPN
fnp-5226	93	12	,	,	PUNCT
fnp-5226	93	13	steroidogenic	steroidogenic	ADJ
fnp-5226	93	14	factor	factor	NOUN
fnp-5226	93	15	1	1	NUM
fnp-5226	93	16	;	;	PUNCT
fnp-5226	93	17	tpit	tpit	NOUN
fnp-5226	93	18	,	,	PUNCT
fnp-5226	93	19	t	t	PROPN
fnp-5226	93	20	-	-	PUNCT
fnp-5226	93	21	box	box	NOUN
fnp-5226	93	22	transcription	transcription	NOUN
fnp-5226	93	23	factor	factor	NOUN
fnp-5226	93	24	;	;	PUNCT
fnp-5226	93	25	tsh	tsh	NOUN
fnp-5226	93	26	,	,	PUNCT
fnp-5226	93	27	thyroid	thyroid	NOUN
fnp-5226	93	28	stimulating	stimulate	VERB
fnp-5226	93	29	hormone	hormone	NOUN
fnp-5226	93	30	.	.	PUNCT
fnp-5226	94	1	the	the	DET
fnp-5226	94	2	advantage	advantage	NOUN
fnp-5226	94	3	of	of	ADP
fnp-5226	94	4	such	such	ADJ
fnp-5226	94	5	clustered	clustered	ADJ
fnp-5226	94	6	displays	display	NOUN
fnp-5226	94	7	is	be	AUX
fnp-5226	94	8	that	that	SCONJ
fnp-5226	94	9	they	they	PRON
fnp-5226	94	10	illustrate	illustrate	VERB
fnp-5226	94	11	many	many	ADJ
fnp-5226	94	12	relationships	relationship	NOUN
fnp-5226	94	13	within	within	ADP
fnp-5226	94	14	the	the	DET
fnp-5226	94	15	context	context	NOUN
fnp-5226	94	16	of	of	ADP
fnp-5226	94	17	other	other	ADJ
fnp-5226	94	18	potentially	potentially	ADV
fnp-5226	94	19	important	important	ADJ
fnp-5226	94	20	variables	variable	NOUN
fnp-5226	94	21	.	.	PUNCT
fnp-5226	95	1	for	for	ADP
fnp-5226	95	2	instance	instance	NOUN
fnp-5226	95	3	,	,	PUNCT
fnp-5226	95	4	the	the	DET
fnp-5226	95	5	extent	extent	NOUN
fnp-5226	95	6	to	to	PART
fnp-5226	95	7	which	which	PRON
fnp-5226	95	8	gata3	gata3	NOUN
fnp-5226	95	9	immunoreactivity	immunoreactivity	NOUN
fnp-5226	95	10	is	be	AUX
fnp-5226	95	11	restricted	restrict	VERB
fnp-5226	95	12	to	to	ADP
fnp-5226	95	13	one	one	NUM
fnp-5226	95	14	or	or	CCONJ
fnp-5226	95	15	another	another	DET
fnp-5226	95	16	group	group	NOUN
fnp-5226	95	17	of	of	ADP
fnp-5226	95	18	adenomas	adenoma	NOUN
fnp-5226	95	19	in	in	ADP
fnp-5226	95	20	this	this	DET
fnp-5226	95	21	collection	collection	NOUN
fnp-5226	95	22	of	of	ADP
fnp-5226	95	23	tumors	tumor	NOUN
fnp-5226	95	24	can	can	AUX
fnp-5226	95	25	be	be	AUX
fnp-5226	95	26	estimated	estimate	VERB
fnp-5226	95	27	at	at	ADP
fnp-5226	95	28	a	a	DET
fnp-5226	95	29	glance	glance	NOUN
fnp-5226	95	30	.	.	PUNCT
fnp-5226	96	1	figure	figure	NOUN
fnp-5226	96	2	2	2	NUM
fnp-5226	96	3	shows	show	NOUN
fnp-5226	96	4	,	,	PUNCT
fnp-5226	96	5	for	for	ADP
fnp-5226	96	6	example	example	NOUN
fnp-5226	96	7	,	,	PUNCT
fnp-5226	96	8	that	that	SCONJ
fnp-5226	96	9	gata3	gata3	PROPN
fnp-5226	96	10	immunoreactivity	immunoreactivity	NOUN
fnp-5226	96	11	is	be	AUX
fnp-5226	96	12	observed	observe	VERB
fnp-5226	96	13	in	in	ADP
fnp-5226	96	14	a	a	DET
fnp-5226	96	15	subset	subset	NOUN
fnp-5226	96	16	of	of	ADP
fnp-5226	96	17	corticotroph	corticotroph	ADJ
fnp-5226	96	18	adenomas	adenoma	NOUN
fnp-5226	96	19	,	,	PUNCT
fnp-5226	96	20	as	as	SCONJ
fnp-5226	96	21	observed	observe	VERB
fnp-5226	96	22	by	by	ADP
fnp-5226	96	23	ricklefs	ricklefs	PROPN
fnp-5226	96	24	et	et	PROPN
fnp-5226	96	25	al	al	PROPN
fnp-5226	96	26	.	.	PROPN
fnp-5226	97	1	(	(	PUNCT
fnp-5226	97	2	7	7	NUM
fnp-5226	97	3	)	)	PUNCT
fnp-5226	97	4	;	;	PUNCT
fnp-5226	97	5	conversely	conversely	ADV
fnp-5226	97	6	,	,	PUNCT
fnp-5226	97	7	we	we	PRON
fnp-5226	97	8	do	do	AUX
fnp-5226	97	9	not	not	PART
fnp-5226	97	10	find	find	VERB
fnp-5226	97	11	pit1	pit1	NOUN
fnp-5226	97	12	family	family	NOUN
fnp-5226	97	13	members	member	NOUN
fnp-5226	97	14	with	with	ADP
fnp-5226	97	15	strong	strong	ADJ
fnp-5226	97	16	gata3	gata3	PROPN
fnp-5226	97	17	immunoreactivity	immunoreactivity	NOUN
fnp-5226	97	18	in	in	ADP
fnp-5226	97	19	our	our	PRON
fnp-5226	97	20	series	series	NOUN
fnp-5226	97	21	,	,	PUNCT
fnp-5226	97	22	although	although	SCONJ
fnp-5226	97	23	mete	mete	PROPN
fnp-5226	97	24	et	et	PROPN
fnp-5226	97	25	al	al	PROPN
fnp-5226	97	26	.	.	PROPN
fnp-5226	97	27	have	have	AUX
fnp-5226	97	28	reported	report	VERB
fnp-5226	97	29	this	this	PRON
fnp-5226	97	30	in	in	ADP
fnp-5226	97	31	limited	limited	ADJ
fnp-5226	97	32	numbers	number	NOUN
fnp-5226	97	33	(	(	PUNCT
fnp-5226	97	34	5	5	NUM
fnp-5226	97	35	)	)	PUNCT
fnp-5226	97	36	.	.	PUNCT
fnp-5226	98	1	likewise	likewise	ADV
fnp-5226	98	2	,	,	PUNCT
fnp-5226	98	3	a	a	DET
fnp-5226	98	4	group	group	NOUN
fnp-5226	98	5	of	of	ADP
fnp-5226	98	6	sf1	sf1	PROPN
fnp-5226	98	7	-	-	PUNCT
fnp-5226	98	8	immunoreactive	immunoreactive	ADJ
fnp-5226	98	9	/	/	SYM
fnp-5226	98	10	pit1	pit1	NOUN
fnp-5226	98	11	-	-	PUNCT
fnp-5226	98	12	immunoreactive	immunoreactive	ADJ
fnp-5226	98	13	tumors	tumor	NOUN
fnp-5226	98	14	,	,	PUNCT
fnp-5226	98	15	possibly	possibly	ADV
fnp-5226	98	16	of	of	ADP
fnp-5226	98	17	the	the	DET
fnp-5226	98	18	sort	sort	NOUN
fnp-5226	98	19	described	describe	VERB
fnp-5226	98	20	by	by	ADP
fnp-5226	98	21	asa	asa	PROPN
fnp-5226	98	22	et	et	PROPN
fnp-5226	98	23	al	al	PROPN
fnp-5226	98	24	.	.	PROPN
fnp-5226	99	1	(	(	PUNCT
fnp-5226	99	2	17	17	NUM
fnp-5226	99	3	)	)	PUNCT
fnp-5226	99	4	,	,	PUNCT
fnp-5226	99	5	is	be	AUX
fnp-5226	99	6	readily	readily	ADV
fnp-5226	99	7	found	find	VERB
fnp-5226	99	8	.	.	PUNCT
fnp-5226	100	1	unlike	unlike	ADP
fnp-5226	100	2	most	most	ADJ
fnp-5226	100	3	of	of	ADP
fnp-5226	100	4	the	the	DET
fnp-5226	100	5	works	work	NOUN
fnp-5226	100	6	cited	cite	VERB
fnp-5226	100	7	by	by	ADP
fnp-5226	100	8	the	the	DET
fnp-5226	100	9	current	current	NOUN
fnp-5226	100	10	who	who	PRON
fnp-5226	100	11	classification	classification	VERB
fnp-5226	100	12	,	,	PUNCT
fnp-5226	100	13	however	however	ADV
fnp-5226	100	14	,	,	PUNCT
fnp-5226	100	15	the	the	DET
fnp-5226	100	16	immunohistochemical	immunohistochemical	ADJ
fnp-5226	100	17	and	and	CCONJ
fnp-5226	100	18	demographic	demographic	ADJ
fnp-5226	100	19	context	context	NOUN
fnp-5226	100	20	of	of	ADP
fnp-5226	100	21	these	these	DET
fnp-5226	100	22	tumors	tumor	NOUN
fnp-5226	100	23	is	be	AUX
fnp-5226	100	24	apparent	apparent	ADJ
fnp-5226	100	25	.	.	PUNCT
fnp-5226	101	1	this	this	DET
fnp-5226	101	2	context	context	NOUN
fnp-5226	101	3	is	be	AUX
fnp-5226	101	4	vital	vital	ADJ
fnp-5226	101	5	to	to	ADP
fnp-5226	101	6	establishing	establish	VERB
fnp-5226	101	7	an	an	DET
fnp-5226	101	8	evidence	evidence	NOUN
fnp-5226	101	9	-	-	PUNCT
fnp-5226	101	10	based	base	VERB
fnp-5226	101	11	classification	classification	NOUN
fnp-5226	101	12	as	as	ADV
fnp-5226	101	13	well	well	ADV
fnp-5226	101	14	as	as	ADP
fnp-5226	101	15	for	for	ADP
fnp-5226	101	16	developing	develop	VERB
fnp-5226	101	17	sensible	sensible	ADJ
fnp-5226	101	18	diagnostic	diagnostic	ADJ
fnp-5226	101	19	algorithms	algorithm	NOUN
fnp-5226	101	20	in	in	ADP
fnp-5226	101	21	individual	individual	ADJ
fnp-5226	101	22	laboratories	laboratory	NOUN
fnp-5226	101	23	.	.	PUNCT
fnp-5226	102	1	only	only	ADV
fnp-5226	102	2	when	when	SCONJ
fnp-5226	102	3	classification	classification	NOUN
fnp-5226	102	4	variables	variable	NOUN
fnp-5226	102	5	are	be	AUX
fnp-5226	102	6	tabulated	tabulate	VERB
fnp-5226	102	7	can	can	AUX
fnp-5226	102	8	the	the	DET
fnp-5226	102	9	difficult	difficult	ADJ
fnp-5226	102	10	work	work	NOUN
fnp-5226	102	11	of	of	ADP
fnp-5226	102	12	estimating	estimate	VERB
fnp-5226	102	13	test	test	NOUN
fnp-5226	102	14	characteristics	characteristic	NOUN
fnp-5226	102	15	occur	occur	VERB
fnp-5226	102	16	.	.	PUNCT
fnp-5226	103	1	these	these	DET
fnp-5226	103	2	test	test	NOUN
fnp-5226	103	3	characteristics	characteristic	NOUN
fnp-5226	103	4	allow	allow	VERB
fnp-5226	103	5	us	we	PRON
fnp-5226	103	6	to	to	PART
fnp-5226	103	7	select	select	VERB
fnp-5226	103	8	a	a	DET
fnp-5226	103	9	combination	combination	NOUN
fnp-5226	103	10	of	of	ADP
fnp-5226	103	11	tests	test	NOUN
fnp-5226	103	12	that	that	PRON
fnp-5226	103	13	maximize	maximize	VERB
fnp-5226	103	14	accuracy	accuracy	NOUN
fnp-5226	103	15	and	and	CCONJ
fnp-5226	103	16	minimize	minimize	VERB
fnp-5226	103	17	wasteful	wasteful	ADJ
fnp-5226	103	18	complexity	complexity	NOUN
fnp-5226	103	19	.	.	PUNCT
fnp-5226	104	1	estimating	estimate	VERB
fnp-5226	104	2	test	test	NOUN
fnp-5226	104	3	performance	performance	NOUN
fnp-5226	104	4	:	:	PUNCT
fnp-5226	104	5	sensitivity	sensitivity	NOUN
fnp-5226	104	6	and	and	CCONJ
fnp-5226	104	7	specificity	specificity	NOUN
fnp-5226	104	8	using	use	VERB
fnp-5226	104	9	the	the	DET
fnp-5226	104	10	data	datum	NOUN
fnp-5226	104	11	we	we	PRON
fnp-5226	104	12	tabulated	tabulate	VERB
fnp-5226	104	13	for	for	ADP
fnp-5226	104	14	the	the	DET
fnp-5226	104	15	classification	classification	NOUN
fnp-5226	104	16	variables	variable	NOUN
fnp-5226	104	17	,	,	PUNCT
fnp-5226	104	18	we	we	PRON
fnp-5226	104	19	may	may	AUX
fnp-5226	104	20	now	now	ADV
fnp-5226	104	21	estimate	estimate	VERB
fnp-5226	104	22	test	test	NOUN
fnp-5226	104	23	characteristics	characteristic	NOUN
fnp-5226	104	24	.	.	PUNCT
fnp-5226	105	1	generally	generally	ADV
fnp-5226	105	2	,	,	PUNCT
fnp-5226	105	3	we	we	PRON
fnp-5226	105	4	think	think	VERB
fnp-5226	105	5	in	in	ADP
fnp-5226	105	6	terms	term	NOUN
fnp-5226	105	7	of	of	ADP
fnp-5226	105	8	sensitivity	sensitivity	NOUN
fnp-5226	105	9	and	and	CCONJ
fnp-5226	105	10	specificity	specificity	NOUN
fnp-5226	105	11	.	.	PUNCT
fnp-5226	106	1	these	these	PRON
fnp-5226	106	2	are	be	AUX
fnp-5226	106	3	surprisingly	surprisingly	ADV
fnp-5226	106	4	nuanced	nuanced	ADJ
fnp-5226	106	5	ideas	idea	NOUN
fnp-5226	106	6	,	,	PUNCT
fnp-5226	106	7	even	even	ADV
fnp-5226	106	8	for	for	ADP
fnp-5226	106	9	those	those	PRON
fnp-5226	106	10	who	who	PRON
fnp-5226	106	11	have	have	AUX
fnp-5226	106	12	worked	work	VERB
fnp-5226	106	13	in	in	ADP
fnp-5226	106	14	pathology	pathology	NOUN
fnp-5226	106	15	for	for	ADP
fnp-5226	106	16	many	many	ADJ
fnp-5226	106	17	years	year	NOUN
fnp-5226	106	18	.	.	PUNCT
fnp-5226	107	1	sensitive	sensitive	ADJ
fnp-5226	107	2	to	to	ADP
fnp-5226	107	3	what	what	PRON
fnp-5226	107	4	?	?	PUNCT
fnp-5226	108	1	specific	specific	ADJ
fnp-5226	108	2	for	for	ADP
fnp-5226	108	3	what	what	PRON
fnp-5226	108	4	?	?	PUNCT
fnp-5226	109	1	these	these	DET
fnp-5226	109	2	two	two	NUM
fnp-5226	109	3	questions	question	NOUN
fnp-5226	109	4	are	be	AUX
fnp-5226	109	5	often	often	ADV
fnp-5226	109	6	left	leave	VERB
fnp-5226	109	7	unstated	unstated	ADJ
fnp-5226	109	8	,	,	PUNCT
fnp-5226	109	9	leading	lead	VERB
fnp-5226	109	10	to	to	ADP
fnp-5226	109	11	much	much	ADJ
fnp-5226	109	12	confusion	confusion	NOUN
fnp-5226	109	13	.	.	PUNCT
fnp-5226	110	1	the	the	DET
fnp-5226	110	2	answers	answer	NOUN
fnp-5226	110	3	to	to	ADP
fnp-5226	110	4	these	these	DET
fnp-5226	110	5	questions	question	NOUN
fnp-5226	110	6	determine	determine	VERB
fnp-5226	110	7	the	the	DET
fnp-5226	110	8	parameters	parameter	NOUN
fnp-5226	110	9	of	of	ADP
fnp-5226	110	10	the	the	DET
fnp-5226	110	11	calculations	calculation	NOUN
fnp-5226	110	12	performed	perform	VERB
fnp-5226	110	13	and	and	CCONJ
fnp-5226	110	14	constrain	constrain	VERB
fnp-5226	110	15	the	the	DET
fnp-5226	110	16	uses	use	NOUN
fnp-5226	110	17	of	of	ADP
fnp-5226	110	18	any	any	DET
fnp-5226	110	19	test	test	NOUN
fnp-5226	110	20	.	.	PUNCT
fnp-5226	111	1	the	the	DET
fnp-5226	111	2	goal	goal	NOUN
fnp-5226	111	3	of	of	ADP
fnp-5226	111	4	a	a	DET
fnp-5226	111	5	test	test	NOUN
fnp-5226	111	6	can	can	AUX
fnp-5226	111	7	greatly	greatly	ADV
fnp-5226	111	8	alter	alter	VERB
fnp-5226	111	9	its	its	PRON
fnp-5226	111	10	usefulness	usefulness	NOUN
fnp-5226	111	11	(	(	PUNCT
fnp-5226	111	12	that	that	ADV
fnp-5226	111	13	is	is	ADV
fnp-5226	111	14	,	,	PUNCT
fnp-5226	111	15	its	its	PRON
fnp-5226	111	16	positive	positive	ADJ
fnp-5226	111	17	predictive	predictive	ADJ
fnp-5226	111	18	value	value	NOUN
fnp-5226	111	19	and	and	CCONJ
fnp-5226	111	20	negative	negative	ADJ
fnp-5226	111	21	predictive	predictive	ADJ
fnp-5226	111	22	value	value	NOUN
fnp-5226	111	23	)	)	PUNCT
fnp-5226	111	24	.	.	PUNCT
fnp-5226	112	1	to	to	PART
fnp-5226	112	2	consider	consider	VERB
fnp-5226	112	3	the	the	DET
fnp-5226	112	4	sensitivity	sensitivity	NOUN
fnp-5226	112	5	of	of	ADP
fnp-5226	112	6	a	a	DET
fnp-5226	112	7	test	test	NOUN
fnp-5226	112	8	,	,	PUNCT
fnp-5226	112	9	it	it	PRON
fnp-5226	112	10	is	be	AUX
fnp-5226	112	11	equivalent	equivalent	ADJ
fnp-5226	112	12	to	to	PART
fnp-5226	112	13	ask	ask	VERB
fnp-5226	112	14	"	"	PUNCT
fnp-5226	112	15	what	what	PRON
fnp-5226	112	16	is	be	AUX
fnp-5226	112	17	true	true	ADJ
fnp-5226	112	18	positive	positive	ADJ
fnp-5226	112	19	(	(	PUNCT
fnp-5226	112	20	tp	tp	NOUN
fnp-5226	112	21	)	)	PUNCT
fnp-5226	112	22	and	and	CCONJ
fnp-5226	112	23	how	how	SCONJ
fnp-5226	112	24	well	well	ADV
fnp-5226	112	25	does	do	AUX
fnp-5226	112	26	the	the	DET
fnp-5226	112	27	test	test	NOUN
fnp-5226	112	28	capture	capture	VERB
fnp-5226	112	29	all	all	DET
fnp-5226	112	30	cases	case	NOUN
fnp-5226	112	31	of	of	ADP
fnp-5226	112	32	the	the	DET
fnp-5226	112	33	disease	disease	NOUN
fnp-5226	112	34	in	in	ADP
fnp-5226	112	35	question	question	NOUN
fnp-5226	112	36	?	?	PUNCT
fnp-5226	112	37	"	"	PUNCT
fnp-5226	112	38	for	for	ADP
fnp-5226	112	39	specificity	specificity	NOUN
fnp-5226	112	40	,	,	PUNCT
fnp-5226	112	41	the	the	DET
fnp-5226	112	42	equivalent	equivalent	ADJ
fnp-5226	112	43	question	question	NOUN
fnp-5226	112	44	is	be	AUX
fnp-5226	112	45	"	"	PUNCT
fnp-5226	112	46	what	what	PRON
fnp-5226	112	47	is	be	AUX
fnp-5226	112	48	true	true	ADJ
fnp-5226	112	49	negative	negative	ADJ
fnp-5226	112	50	(	(	PUNCT
fnp-5226	112	51	tn	tn	NOUN
fnp-5226	112	52	)	)	PUNCT
fnp-5226	112	53	and	and	CCONJ
fnp-5226	112	54	how	how	SCONJ
fnp-5226	112	55	well	well	ADV
fnp-5226	112	56	does	do	AUX
fnp-5226	112	57	the	the	DET
fnp-5226	112	58	test	test	NOUN
fnp-5226	112	59	capture	capture	VERB
fnp-5226	112	60	all	all	DET
fnp-5226	112	61	cases	case	NOUN
fnp-5226	112	62	that	that	PRON
fnp-5226	112	63	should	should	AUX
fnp-5226	112	64	not	not	PART
fnp-5226	112	65	be	be	AUX
fnp-5226	112	66	classified	classify	VERB
fnp-5226	112	67	as	as	ADP
fnp-5226	112	68	the	the	DET
fnp-5226	112	69	disease	disease	NOUN
fnp-5226	112	70	in	in	ADP
fnp-5226	112	71	question	question	NOUN
fnp-5226	112	72	?	?	PUNCT
fnp-5226	112	73	"	"	PUNCT
fnp-5226	112	74	.	.	PUNCT
fnp-5226	113	1	definitions	definition	NOUN
fnp-5226	113	2	of	of	ADP
fnp-5226	113	3	what	what	PRON
fnp-5226	113	4	constitutes	constitute	VERB
fnp-5226	113	5	tp	tp	ADP
fnp-5226	113	6	or	or	CCONJ
fnp-5226	113	7	tn	tn	PROPN
fnp-5226	113	8	can	can	AUX
fnp-5226	113	9	be	be	AUX
fnp-5226	113	10	made	make	VERB
fnp-5226	113	11	more	more	ADV
fnp-5226	113	12	narrowly	narrowly	ADV
fnp-5226	113	13	(	(	PUNCT
fnp-5226	113	14	for	for	ADP
fnp-5226	113	15	instance	instance	NOUN
fnp-5226	113	16	,	,	PUNCT
fnp-5226	113	17	assuming	assume	VERB
fnp-5226	113	18	that	that	SCONJ
fnp-5226	113	19	sf1	sf1	PROPN
fnp-5226	113	20	immunoreactivity	immunoreactivity	PROPN
fnp-5226	113	21	is	be	AUX
fnp-5226	113	22	only	only	ADV
fnp-5226	113	23	tp	tp	ADP
fnp-5226	113	24	when	when	SCONJ
fnp-5226	113	25	identifying	identify	VERB
fnp-5226	113	26	gonadotroph	gonadotroph	NOUN
fnp-5226	113	27	adenomas	adenoma	NOUN
fnp-5226	113	28	)	)	PUNCT
fnp-5226	113	29	or	or	CCONJ
fnp-5226	113	30	more	more	ADV
fnp-5226	113	31	broadly	broadly	ADV
fnp-5226	113	32	(	(	PUNCT
fnp-5226	113	33	for	for	ADP
fnp-5226	113	34	instance	instance	NOUN
fnp-5226	113	35	,	,	PUNCT
fnp-5226	113	36	including	include	VERB
fnp-5226	113	37	sf1	sf1	PROPN
fnp-5226	113	38	immunoreactivity	immunoreactivity	NOUN
fnp-5226	113	39	in	in	ADP
fnp-5226	113	40	multilineage	multilineage	NOUN
fnp-5226	113	41	pituitary	pituitary	ADJ
fnp-5226	113	42	tumors	tumor	NOUN
fnp-5226	113	43	,	,	PUNCT
fnp-5226	113	44	as	as	ADV
fnp-5226	113	45	well	well	ADV
fnp-5226	113	46	as	as	ADP
fnp-5226	113	47	gonadotrophs	gonadotroph	NOUN
fnp-5226	113	48	)	)	PUNCT
fnp-5226	113	49	.	.	PUNCT
fnp-5226	114	1	this	this	DET
fnp-5226	114	2	mental	mental	ADJ
fnp-5226	114	3	exercise	exercise	NOUN
fnp-5226	114	4	is	be	AUX
fnp-5226	114	5	applied	apply	VERB
fnp-5226	114	6	to	to	ADP
fnp-5226	114	7	each	each	DET
fnp-5226	114	8	classification	classification	NOUN
fnp-5226	114	9	variable	variable	NOUN
fnp-5226	114	10	.	.	PUNCT
fnp-5226	115	1	why	why	SCONJ
fnp-5226	115	2	go	go	VERB
fnp-5226	115	3	through	through	ADP
fnp-5226	115	4	the	the	DET
fnp-5226	115	5	trouble	trouble	NOUN
fnp-5226	115	6	of	of	ADP
fnp-5226	115	7	such	such	ADJ
fnp-5226	115	8	mental	mental	ADJ
fnp-5226	115	9	gymnastics	gymnastic	NOUN
fnp-5226	115	10	for	for	ADP
fnp-5226	115	11	each	each	DET
fnp-5226	115	12	classification	classification	NOUN
fnp-5226	115	13	variable	variable	NOUN
fnp-5226	115	14	?	?	PUNCT
fnp-5226	116	1	in	in	ADP
fnp-5226	116	2	short	short	ADJ
fnp-5226	116	3	,	,	PUNCT
fnp-5226	116	4	because	because	SCONJ
fnp-5226	116	5	it	it	PRON
fnp-5226	116	6	permits	permit	VERB
fnp-5226	116	7	the	the	DET
fnp-5226	116	8	estimation	estimation	NOUN
fnp-5226	116	9	and	and	CCONJ
fnp-5226	116	10	comparison	comparison	NOUN
fnp-5226	116	11	of	of	ADP
fnp-5226	116	12	test	test	NOUN
fnp-5226	116	13	characteristics	characteristic	NOUN
fnp-5226	116	14	and	and	CCONJ
fnp-5226	116	15	,	,	PUNCT
fnp-5226	116	16	importantly	importantly	ADV
fnp-5226	116	17	,	,	PUNCT
fnp-5226	116	18	their	their	PRON
fnp-5226	116	19	confidence	confidence	NOUN
fnp-5226	116	20	intervals	interval	NOUN
fnp-5226	116	21	(	(	PUNCT
fnp-5226	116	22	ci	ci	NOUN
fnp-5226	116	23	)	)	PUNCT
fnp-5226	116	24	.	.	PUNCT
fnp-5226	117	1	figures	figure	NOUN
fnp-5226	117	2	3	3	NUM
fnp-5226	117	3	-	-	SYM
fnp-5226	117	4	5	5	NUM
fnp-5226	117	5	show	show	VERB
fnp-5226	117	6	the	the	DET
fnp-5226	117	7	results	result	NOUN
fnp-5226	117	8	when	when	SCONJ
fnp-5226	117	9	such	such	DET
fnp-5226	117	10	a	a	DET
fnp-5226	117	11	thought	thought	NOUN
fnp-5226	117	12	experiment	experiment	NOUN
fnp-5226	117	13	is	be	AUX
fnp-5226	117	14	applied	apply	VERB
fnp-5226	117	15	to	to	ADP
fnp-5226	117	16	the	the	DET
fnp-5226	117	17	classification	classification	NOUN
fnp-5226	117	18	variables	variable	NOUN
fnp-5226	117	19	considered	consider	VERB
fnp-5226	117	20	above	above	ADV
fnp-5226	117	21	.	.	PUNCT
fnp-5226	118	1	figure	figure	NOUN
fnp-5226	118	2	3	3	NUM
fnp-5226	118	3	might	might	AUX
fnp-5226	118	4	be	be	AUX
fnp-5226	118	5	considered	consider	VERB
fnp-5226	118	6	when	when	SCONJ
fnp-5226	118	7	deciding	decide	VERB
fnp-5226	118	8	what	what	PRON
fnp-5226	118	9	stains	stain	NOUN
fnp-5226	118	10	are	be	AUX
fnp-5226	118	11	the	the	DET
fnp-5226	118	12	most	most	ADV
fnp-5226	118	13	appropriate	appropriate	ADJ
fnp-5226	118	14	for	for	ADP
fnp-5226	118	15	the	the	DET
fnp-5226	118	16	classification	classification	NOUN
fnp-5226	118	17	of	of	ADP
fnp-5226	118	18	a	a	DET
fnp-5226	118	19	gonadotroph	gonadotroph	NOUN
fnp-5226	118	20	adenoma	adenoma	ADV
fnp-5226	118	21	.	.	PUNCT
fnp-5226	119	1	each	each	DET
fnp-5226	119	2	stain	stain	NOUN
fnp-5226	119	3	is	be	AUX
fnp-5226	119	4	considered	consider	VERB
fnp-5226	119	5	under	under	ADP
fnp-5226	119	6	narrow	narrow	ADJ
fnp-5226	119	7	(	(	PUNCT
fnp-5226	119	8	tp	tp	NOUN
fnp-5226	119	9	=	=	PUNCT
fnp-5226	119	10	gonadotrophs	gonadotroph	NOUN
fnp-5226	119	11	)	)	PUNCT
fnp-5226	119	12	or	or	CCONJ
fnp-5226	119	13	broad	broad	ADJ
fnp-5226	119	14	(	(	PUNCT
fnp-5226	119	15	tp	tp	NOUN
fnp-5226	119	16	=	=	PUNCT
fnp-5226	119	17	gonadotrophs	gonadotroph	NOUN
fnp-5226	119	18	or	or	CCONJ
fnp-5226	119	19	plurihormonal	plurihormonal	ADJ
fnp-5226	119	20	tumors	tumor	NOUN
fnp-5226	119	21	)	)	PUNCT
fnp-5226	119	22	assumptions	assumption	NOUN
fnp-5226	119	23	,	,	PUNCT
fnp-5226	119	24	with	with	ADP
fnp-5226	119	25	positive	positive	ADJ
fnp-5226	119	26	immunoreactivity	immunoreactivity	NOUN
fnp-5226	119	27	defined	define	VERB
fnp-5226	119	28	as	as	ADP
fnp-5226	119	29	median	median	PROPN
fnp-5226	119	30	allred	allred	PROPN
fnp-5226	119	31	score	score	VERB
fnp-5226	119	32	greater	great	ADJ
fnp-5226	119	33	than	than	ADP
fnp-5226	119	34	4	4	NUM
fnp-5226	119	35	for	for	ADP
fnp-5226	119	36	all	all	DET
fnp-5226	119	37	immunostains	immunostain	NOUN
fnp-5226	119	38	except	except	SCONJ
fnp-5226	119	39	lh	lh	PROPN
fnp-5226	119	40	and	and	CCONJ
fnp-5226	119	41	fsh	fsh	NOUN
fnp-5226	119	42	,	,	PUNCT
fnp-5226	119	43	where	where	SCONJ
fnp-5226	119	44	a	a	DET
fnp-5226	119	45	lower	low	ADJ
fnp-5226	119	46	cutoff	cutoff	NOUN
fnp-5226	119	47	of	of	ADP
fnp-5226	119	48	greater	great	ADJ
fnp-5226	119	49	than	than	ADP
fnp-5226	119	50	2	2	NUM
fnp-5226	119	51	was	be	AUX
fnp-5226	119	52	selected	select	VERB
fnp-5226	119	53	in	in	ADP
fnp-5226	119	54	recognition	recognition	NOUN
fnp-5226	119	55	of	of	ADP
fnp-5226	119	56	the	the	DET
fnp-5226	119	57	frequently	frequently	ADV
fnp-5226	119	58	more	more	ADV
fnp-5226	119	59	limited	limited	ADJ
fnp-5226	119	60	proportion	proportion	NOUN
fnp-5226	119	61	of	of	ADP
fnp-5226	119	62	tumor	tumor	NOUN
fnp-5226	119	63	cells	cell	NOUN
fnp-5226	119	64	expressing	express	VERB
fnp-5226	119	65	lh	lh	PROPN
fnp-5226	119	66	or	or	CCONJ
fnp-5226	119	67	fsh	fsh	NOUN
fnp-5226	119	68	in	in	ADP
fnp-5226	119	69	gonadotroph	gonadotroph	NOUN
fnp-5226	119	70	adenomas	adenoma	NOUN
fnp-5226	119	71	.	.	PUNCT
fnp-5226	120	1	figure	figure	VERB
fnp-5226	120	2	3	3	NUM
fnp-5226	120	3	.	.	PUNCT
fnp-5226	120	4	test	test	NOUN
fnp-5226	120	5	characteristics	characteristic	NOUN
fnp-5226	120	6	and	and	CCONJ
fnp-5226	120	7	95	95	NUM
fnp-5226	120	8	%	%	NOUN
fnp-5226	120	9	ci	ci	NOUN
fnp-5226	120	10	of	of	ADP
fnp-5226	120	11	immunohistochemical	immunohistochemical	ADJ
fnp-5226	120	12	stains	stain	NOUN
fnp-5226	120	13	pertinent	pertinent	ADJ
fnp-5226	120	14	to	to	ADP
fnp-5226	120	15	the	the	DET
fnp-5226	120	16	sf1	sf1	PROPN
fnp-5226	120	17	family	family	NOUN
fnp-5226	120	18	of	of	ADP
fnp-5226	120	19	tumors	tumor	NOUN
fnp-5226	120	20	using	use	VERB
fnp-5226	120	21	restrictive	restrictive	ADJ
fnp-5226	120	22	(	(	PUNCT
fnp-5226	120	23	narrow	narrow	ADJ
fnp-5226	120	24	)	)	PUNCT
fnp-5226	120	25	or	or	CCONJ
fnp-5226	120	26	inclusive	inclusive	ADJ
fnp-5226	120	27	(	(	PUNCT
fnp-5226	120	28	broad	broad	ADJ
fnp-5226	120	29	)	)	PUNCT
fnp-5226	120	30	definitions	definition	NOUN
fnp-5226	120	31	of	of	ADP
fnp-5226	120	32	true	true	ADJ
fnp-5226	120	33	positivity	positivity	NOUN
fnp-5226	120	34	.	.	PUNCT
fnp-5226	121	1	abbreviations	abbreviation	NOUN
fnp-5226	121	2	:	:	PUNCT
fnp-5226	122	1	ihc	ihc	PROPN
fnp-5226	122	2	,	,	PUNCT
fnp-5226	122	3	immunohistochemistry	immunohistochemistry	NOUN
fnp-5226	122	4	;	;	PUNCT
fnp-5226	122	5	ppv	ppv	NOUN
fnp-5226	122	6	,	,	PUNCT
fnp-5226	122	7	positive	positive	ADJ
fnp-5226	122	8	predictive	predictive	ADJ
fnp-5226	122	9	value	value	NOUN
fnp-5226	122	10	;	;	PUNCT
fnp-5226	122	11	npv	npv	NOUN
fnp-5226	122	12	,	,	PUNCT
fnp-5226	122	13	negative	negative	ADJ
fnp-5226	122	14	predictive	predictive	ADJ
fnp-5226	122	15	value	value	NOUN
fnp-5226	122	16	.	.	PUNCT
fnp-5226	123	1	positive	positive	ADJ
fnp-5226	123	2	immunoreactivity	immunoreactivity	NOUN
fnp-5226	123	3	was	be	AUX
fnp-5226	123	4	defined	define	VERB
fnp-5226	123	5	as	as	ADP
fnp-5226	123	6	a	a	DET
fnp-5226	123	7	median	median	ADJ
fnp-5226	123	8	allred	allred	NOUN
fnp-5226	123	9	score	score	NOUN
fnp-5226	123	10	greater	great	ADJ
fnp-5226	123	11	than	than	ADP
fnp-5226	123	12	4	4	NUM
fnp-5226	123	13	for	for	ADP
fnp-5226	123	14	all	all	DET
fnp-5226	123	15	markers	marker	NOUN
fnp-5226	123	16	,	,	PUNCT
fnp-5226	123	17	except	except	SCONJ
fnp-5226	123	18	lh	lh	PROPN
fnp-5226	123	19	and	and	CCONJ
fnp-5226	123	20	fsh	fsh	NOUN
fnp-5226	123	21	,	,	PUNCT
fnp-5226	123	22	where	where	SCONJ
fnp-5226	123	23	a	a	DET
fnp-5226	123	24	median	median	ADJ
fnp-5226	123	25	allred	allred	NOUN
fnp-5226	123	26	score	score	NOUN
fnp-5226	123	27	greater	great	ADJ
fnp-5226	123	28	than	than	SCONJ
fnp-5226	123	29	2	2	NUM
fnp-5226	123	30	was	be	AUX
fnp-5226	123	31	interpreted	interpret	VERB
fnp-5226	123	32	as	as	ADP
fnp-5226	123	33	positive	positive	ADJ
fnp-5226	123	34	.	.	PUNCT
fnp-5226	124	1	in	in	ADP
fnp-5226	124	2	our	our	PRON
fnp-5226	124	3	hands	hand	NOUN
fnp-5226	124	4	,	,	PUNCT
fnp-5226	124	5	sf1	sf1	PROPN
fnp-5226	124	6	ihc	ihc	PROPN
fnp-5226	124	7	enjoys	enjoy	VERB
fnp-5226	124	8	better	well	ADJ
fnp-5226	124	9	sensitivity	sensitivity	NOUN
fnp-5226	124	10	than	than	ADP
fnp-5226	124	11	other	other	ADJ
fnp-5226	124	12	markers	marker	NOUN
fnp-5226	124	13	,	,	PUNCT
fnp-5226	124	14	while	while	SCONJ
fnp-5226	124	15	lh	lh	PROPN
fnp-5226	124	16	and	and	CCONJ
fnp-5226	124	17	fsh	fsh	PROPN
fnp-5226	124	18	ihc	ihc	PROPN
fnp-5226	124	19	have	have	VERB
fnp-5226	124	20	very	very	ADV
fnp-5226	124	21	high	high	ADJ
fnp-5226	124	22	specificity	specificity	NOUN
fnp-5226	124	23	,	,	PUNCT
fnp-5226	124	24	but	but	CCONJ
fnp-5226	124	25	low	low	ADJ
fnp-5226	124	26	sensitivity	sensitivity	NOUN
fnp-5226	124	27	,	,	PUNCT
fnp-5226	124	28	even	even	ADV
fnp-5226	124	29	when	when	SCONJ
fnp-5226	124	30	criteria	criterion	NOUN
fnp-5226	124	31	for	for	ADP
fnp-5226	124	32	immunopositivity	immunopositivity	NOUN
fnp-5226	124	33	are	be	AUX
fnp-5226	124	34	relaxed	relax	VERB
fnp-5226	124	35	.	.	PUNCT
fnp-5226	125	1	others	other	NOUN
fnp-5226	125	2	have	have	AUX
fnp-5226	125	3	reported	report	VERB
fnp-5226	125	4	a	a	DET
fnp-5226	125	5	similar	similar	ADJ
fnp-5226	125	6	pattern	pattern	NOUN
fnp-5226	125	7	(	(	PUNCT
fnp-5226	125	8	18	18	NUM
fnp-5226	125	9	)	)	PUNCT
fnp-5226	125	10	.	.	PUNCT
fnp-5226	126	1	in	in	ADP
fnp-5226	126	2	my	my	PRON
fnp-5226	126	3	laboratory	laboratory	NOUN
fnp-5226	126	4	,	,	PUNCT
fnp-5226	126	5	to	to	PART
fnp-5226	126	6	perform	perform	VERB
fnp-5226	126	7	ihc	ihc	PROPN
fnp-5226	126	8	for	for	ADP
fnp-5226	126	9	lh	lh	PROPN
fnp-5226	126	10	and	and	CCONJ
fnp-5226	126	11	fsh	fsh	NOUN
fnp-5226	126	12	in	in	ADP
fnp-5226	126	13	addition	addition	NOUN
fnp-5226	126	14	to	to	ADP
fnp-5226	126	15	ihc	ihc	PROPN
fnp-5226	126	16	for	for	ADP
fnp-5226	126	17	sf1	sf1	PROPN
fnp-5226	126	18	is	be	AUX
fnp-5226	126	19	unnecessary	unnecessary	ADJ
fnp-5226	126	20	for	for	ADP
fnp-5226	126	21	the	the	DET
fnp-5226	126	22	majority	majority	NOUN
fnp-5226	126	23	of	of	ADP
fnp-5226	126	24	tumors	tumor	NOUN
fnp-5226	126	25	,	,	PUNCT
fnp-5226	126	26	adding	add	VERB
fnp-5226	126	27	to	to	ADP
fnp-5226	126	28	complexity	complexity	NOUN
fnp-5226	126	29	and	and	CCONJ
fnp-5226	126	30	cost	cost	NOUN
fnp-5226	126	31	,	,	PUNCT
fnp-5226	126	32	without	without	ADP
fnp-5226	126	33	providing	provide	VERB
fnp-5226	126	34	additional	additional	ADJ
fnp-5226	126	35	value	value	NOUN
fnp-5226	126	36	,	,	PUNCT
fnp-5226	126	37	at	at	ADP
fnp-5226	126	38	least	least	ADJ
fnp-5226	126	39	within	within	ADP
fnp-5226	126	40	an	an	DET
fnp-5226	126	41	initial	initial	ADJ
fnp-5226	126	42	panel	panel	NOUN
fnp-5226	126	43	of	of	ADP
fnp-5226	126	44	immunostains	immunostain	NOUN
fnp-5226	126	45	.	.	PUNCT
fnp-5226	127	1	for	for	ADP
fnp-5226	127	2	the	the	DET
fnp-5226	127	3	corticotroph	corticotroph	ADJ
fnp-5226	127	4	lineage	lineage	NOUN
fnp-5226	127	5	,	,	PUNCT
fnp-5226	127	6	both	both	CCONJ
fnp-5226	127	7	silent	silent	ADJ
fnp-5226	127	8	and	and	CCONJ
fnp-5226	127	9	functional	functional	ADJ
fnp-5226	127	10	corticotroph	corticotroph	ADJ
fnp-5226	127	11	adenomas	adenoma	NOUN
fnp-5226	127	12	were	be	AUX
fnp-5226	127	13	accepted	accept	VERB
fnp-5226	127	14	as	as	ADP
fnp-5226	127	15	tp	tp	NOUN
fnp-5226	127	16	,	,	PUNCT
fnp-5226	127	17	and	and	CCONJ
fnp-5226	127	18	estimates	estimate	NOUN
fnp-5226	127	19	are	be	AUX
fnp-5226	127	20	made	make	VERB
fnp-5226	127	21	without	without	ADP
fnp-5226	127	22	broad	broad	ADJ
fnp-5226	127	23	or	or	CCONJ
fnp-5226	127	24	narrow	narrow	ADJ
fnp-5226	127	25	conditions	condition	NOUN
fnp-5226	127	26	.	.	PUNCT
fnp-5226	128	1	figure	figure	VERB
fnp-5226	128	2	4	4	NUM
fnp-5226	128	3	shows	show	VERB
fnp-5226	128	4	that	that	SCONJ
fnp-5226	128	5	in	in	ADP
fnp-5226	128	6	our	our	PRON
fnp-5226	128	7	hands	hand	NOUN
fnp-5226	128	8	ihc	ihc	PROPN
fnp-5226	128	9	for	for	ADP
fnp-5226	128	10	the	the	DET
fnp-5226	128	11	transcription	transcription	NOUN
fnp-5226	128	12	factor	factor	NOUN
fnp-5226	128	13	tpit	tpit	NOUN
fnp-5226	128	14	outperforms	outperform	VERB
fnp-5226	128	15	acth	acth	NOUN
fnp-5226	128	16	,	,	PUNCT
fnp-5226	128	17	showing	show	VERB
fnp-5226	128	18	greater	great	ADJ
fnp-5226	128	19	sensitivity	sensitivity	NOUN
fnp-5226	128	20	and	and	CCONJ
fnp-5226	128	21	comparable	comparable	ADJ
fnp-5226	128	22	specificity	specificity	NOUN
fnp-5226	128	23	.	.	PUNCT
fnp-5226	129	1	figure	figure	NOUN
fnp-5226	129	2	4	4	NUM
fnp-5226	129	3	also	also	ADV
fnp-5226	129	4	shows	show	VERB
fnp-5226	129	5	that	that	SCONJ
fnp-5226	129	6	the	the	DET
fnp-5226	129	7	negative	negative	ADJ
fnp-5226	129	8	predictive	predictive	ADJ
fnp-5226	129	9	value	value	NOUN
fnp-5226	129	10	of	of	ADP
fnp-5226	129	11	cam5.2	cam5.2	PROPN
fnp-5226	129	12	is	be	AUX
fnp-5226	129	13	quite	quite	ADV
fnp-5226	129	14	high	high	ADJ
fnp-5226	129	15	,	,	PUNCT
fnp-5226	129	16	suggesting	suggest	VERB
fnp-5226	129	17	that	that	SCONJ
fnp-5226	129	18	when	when	SCONJ
fnp-5226	129	19	one	one	PRON
fnp-5226	129	20	encounters	encounter	VERB
fnp-5226	129	21	an	an	DET
fnp-5226	129	22	adenoma	adenoma	NOUN
fnp-5226	129	23	that	that	PRON
fnp-5226	129	24	lacks	lack	VERB
fnp-5226	129	25	cam5.2	cam5.2	PROPN
fnp-5226	129	26	immunoreactivity	immunoreactivity	NOUN
fnp-5226	129	27	,	,	PUNCT
fnp-5226	129	28	it	it	PRON
fnp-5226	129	29	is	be	AUX
fnp-5226	129	30	unlikely	unlikely	ADJ
fnp-5226	129	31	to	to	PART
fnp-5226	129	32	be	be	AUX
fnp-5226	129	33	a	a	DET
fnp-5226	129	34	corticotroph	corticotroph	ADJ
fnp-5226	129	35	adenoma	adenoma	NOUN
fnp-5226	129	36	.	.	PUNCT
fnp-5226	130	1	personal	personal	ADJ
fnp-5226	130	2	experience	experience	NOUN
fnp-5226	130	3	suggests	suggest	VERB
fnp-5226	130	4	(	(	PUNCT
fnp-5226	130	5	data	datum	NOUN
fnp-5226	130	6	not	not	PART
fnp-5226	130	7	shown	show	VERB
fnp-5226	130	8	)	)	PUNCT
fnp-5226	130	9	,	,	PUNCT
fnp-5226	130	10	that	that	DET
fnp-5226	130	11	tpit	tpit	NOUN
fnp-5226	130	12	ihc	ihc	PROPN
fnp-5226	130	13	is	be	AUX
fnp-5226	130	14	much	much	ADV
fnp-5226	130	15	easier	easy	ADJ
fnp-5226	130	16	to	to	PART
fnp-5226	130	17	interpret	interpret	VERB
fnp-5226	130	18	than	than	ADP
fnp-5226	130	19	acth	acth	NOUN
fnp-5226	130	20	,	,	PUNCT
fnp-5226	130	21	which	which	PRON
fnp-5226	130	22	in	in	ADP
fnp-5226	130	23	our	our	PRON
fnp-5226	130	24	laboratory	laboratory	NOUN
fnp-5226	130	25	is	be	AUX
fnp-5226	130	26	never	never	ADV
fnp-5226	130	27	as	as	ADV
fnp-5226	130	28	clearly	clearly	ADV
fnp-5226	130	29	and	and	CCONJ
fnp-5226	130	30	darkly	darkly	ADV
fnp-5226	130	31	staining	stain	VERB
fnp-5226	130	32	as	as	ADP
fnp-5226	130	33	tpit	tpit	NOUN
fnp-5226	130	34	.	.	PUNCT
fnp-5226	131	1	figure	figure	NOUN
fnp-5226	131	2	4	4	NUM
fnp-5226	131	3	.	.	PUNCT
fnp-5226	131	4	test	test	NOUN
fnp-5226	131	5	characteristics	characteristic	NOUN
fnp-5226	131	6	and	and	CCONJ
fnp-5226	131	7	95	95	NUM
fnp-5226	131	8	%	%	NOUN
fnp-5226	131	9	ci	ci	NOUN
fnp-5226	131	10	of	of	ADP
fnp-5226	131	11	immunohistochemical	immunohistochemical	ADJ
fnp-5226	131	12	stains	stain	NOUN
fnp-5226	131	13	pertinent	pertinent	ADJ
fnp-5226	131	14	to	to	ADP
fnp-5226	131	15	the	the	DET
fnp-5226	131	16	tpit	tpit	NOUN
fnp-5226	131	17	family	family	NOUN
fnp-5226	131	18	of	of	ADP
fnp-5226	131	19	tumors	tumor	NOUN
fnp-5226	131	20	.	.	PUNCT
fnp-5226	132	1	abbreviations	abbreviation	NOUN
fnp-5226	132	2	:	:	PUNCT
fnp-5226	132	3	ihc	ihc	PROPN
fnp-5226	132	4	,	,	PUNCT
fnp-5226	132	5	immunohistochemistry	immunohistochemistry	NOUN
fnp-5226	132	6	;	;	PUNCT
fnp-5226	132	7	ppv	ppv	NOUN
fnp-5226	132	8	,	,	PUNCT
fnp-5226	132	9	positive	positive	ADJ
fnp-5226	132	10	predictive	predictive	ADJ
fnp-5226	132	11	value	value	NOUN
fnp-5226	132	12	;	;	PUNCT
fnp-5226	132	13	npv	npv	NOUN
fnp-5226	132	14	,	,	PUNCT
fnp-5226	132	15	negative	negative	ADJ
fnp-5226	132	16	predictive	predictive	ADJ
fnp-5226	132	17	value	value	NOUN
fnp-5226	132	18	.	.	PUNCT
fnp-5226	133	1	positive	positive	ADJ
fnp-5226	133	2	immunoreactivity	immunoreactivity	NOUN
fnp-5226	133	3	was	be	AUX
fnp-5226	133	4	defined	define	VERB
fnp-5226	133	5	as	as	ADP
fnp-5226	133	6	a	a	DET
fnp-5226	133	7	median	median	ADJ
fnp-5226	133	8	allred	allred	NOUN
fnp-5226	133	9	score	score	NOUN
fnp-5226	133	10	greater	great	ADJ
fnp-5226	133	11	than	than	ADP
fnp-5226	133	12	4	4	NUM
fnp-5226	133	13	for	for	ADP
fnp-5226	133	14	all	all	DET
fnp-5226	133	15	markers	marker	NOUN
fnp-5226	133	16	.	.	PUNCT
fnp-5226	134	1	finally	finally	ADV
fnp-5226	134	2	,	,	PUNCT
fnp-5226	134	3	most	most	ADJ
fnp-5226	134	4	pathologists	pathologist	NOUN
fnp-5226	134	5	would	would	AUX
fnp-5226	134	6	agree	agree	VERB
fnp-5226	134	7	that	that	SCONJ
fnp-5226	134	8	the	the	DET
fnp-5226	134	9	pit1	pit1	PROPN
fnp-5226	134	10	lineage	lineage	NOUN
fnp-5226	134	11	represents	represent	VERB
fnp-5226	134	12	the	the	DET
fnp-5226	134	13	most	most	ADV
fnp-5226	134	14	complicated	complicated	ADJ
fnp-5226	134	15	and	and	CCONJ
fnp-5226	134	16	diagnostically	diagnostically	ADV
fnp-5226	134	17	thorny	thorny	ADJ
fnp-5226	134	18	part	part	NOUN
fnp-5226	134	19	of	of	ADP
fnp-5226	134	20	the	the	PRON
fnp-5226	134	21	who	who	PRON
fnp-5226	134	22	pituitary	pituitary	ADJ
fnp-5226	134	23	adenoma	adenoma	ADJ
fnp-5226	134	24	classification	classification	NOUN
fnp-5226	134	25	.	.	PUNCT
fnp-5226	135	1	figure	figure	NOUN
fnp-5226	135	2	5	5	NUM
fnp-5226	135	3	shows	show	VERB
fnp-5226	135	4	estimated	estimate	VERB
fnp-5226	135	5	test	test	NOUN
fnp-5226	135	6	characteristics	characteristic	NOUN
fnp-5226	135	7	for	for	ADP
fnp-5226	135	8	ihc	ihc	PROPN
fnp-5226	135	9	that	that	PRON
fnp-5226	135	10	target	target	VERB
fnp-5226	135	11	pit1	pit1	NOUN
fnp-5226	135	12	lineage	lineage	NOUN
fnp-5226	135	13	and	and	CCONJ
fnp-5226	135	14	offers	offer	VERB
fnp-5226	135	15	several	several	ADJ
fnp-5226	135	16	important	important	ADJ
fnp-5226	135	17	insights	insight	NOUN
fnp-5226	135	18	.	.	PUNCT
fnp-5226	136	1	among	among	ADP
fnp-5226	136	2	the	the	DET
fnp-5226	136	3	most	most	ADV
fnp-5226	136	4	obvious	obvious	ADJ
fnp-5226	136	5	features	feature	NOUN
fnp-5226	136	6	is	be	AUX
fnp-5226	136	7	the	the	DET
fnp-5226	136	8	dependence	dependence	NOUN
fnp-5226	136	9	of	of	ADP
fnp-5226	136	10	a	a	DET
fnp-5226	136	11	test	test	NOUN
fnp-5226	136	12	on	on	ADP
fnp-5226	136	13	the	the	DET
fnp-5226	136	14	number	number	NOUN
fnp-5226	136	15	of	of	ADP
fnp-5226	136	16	data	datum	NOUN
fnp-5226	136	17	points	point	NOUN
fnp-5226	136	18	available	available	ADJ
fnp-5226	136	19	.	.	PUNCT
fnp-5226	137	1	tsh	tsh	PROPN
fnp-5226	137	2	ihc	ihc	PROPN
fnp-5226	137	3	sensitivity	sensitivity	NOUN
fnp-5226	137	4	,	,	PUNCT
fnp-5226	137	5	for	for	ADP
fnp-5226	137	6	instance	instance	NOUN
fnp-5226	137	7	(	(	PUNCT
fnp-5226	137	8	figure	figure	NOUN
fnp-5226	137	9	5	5	NUM
fnp-5226	137	10	,	,	PUNCT
fnp-5226	137	11	panel	panel	NOUN
fnp-5226	137	12	a	a	PRON
fnp-5226	137	13	)	)	PUNCT
fnp-5226	137	14	,	,	PUNCT
fnp-5226	137	15	shows	show	VERB
fnp-5226	137	16	very	very	ADV
fnp-5226	137	17	wide	wide	ADJ
fnp-5226	137	18	confidence	confidence	NOUN
fnp-5226	137	19	intervals	interval	NOUN
fnp-5226	137	20	largely	largely	ADV
fnp-5226	137	21	due	due	ADJ
fnp-5226	137	22	to	to	ADP
fnp-5226	137	23	the	the	DET
fnp-5226	137	24	paucity	paucity	NOUN
fnp-5226	137	25	of	of	ADP
fnp-5226	137	26	cases	case	NOUN
fnp-5226	137	27	with	with	ADP
fnp-5226	137	28	positive	positive	ADJ
fnp-5226	137	29	results	result	NOUN
fnp-5226	137	30	.	.	PUNCT
fnp-5226	138	1	given	give	VERB
fnp-5226	138	2	the	the	DET
fnp-5226	138	3	heterogeneity	heterogeneity	NOUN
fnp-5226	138	4	of	of	ADP
fnp-5226	138	5	the	the	DET
fnp-5226	138	6	pit1	pit1	PROPN
fnp-5226	138	7	family	family	NOUN
fnp-5226	138	8	,	,	PUNCT
fnp-5226	138	9	and	and	CCONJ
fnp-5226	138	10	the	the	DET
fnp-5226	138	11	relatively	relatively	ADV
fnp-5226	138	12	porous	porous	ADJ
fnp-5226	138	13	boundaries	boundary	NOUN
fnp-5226	138	14	between	between	ADP
fnp-5226	138	15	pit1	pit1	PROPN
fnp-5226	138	16	family	family	NOUN
fnp-5226	138	17	member	member	NOUN
fnp-5226	138	18	ihc	ihc	PROPN
fnp-5226	138	19	results	result	VERB
fnp-5226	138	20	,	,	PUNCT
fnp-5226	138	21	the	the	DET
fnp-5226	138	22	mere	mere	ADJ
fnp-5226	138	23	exercise	exercise	NOUN
fnp-5226	138	24	of	of	ADP
fnp-5226	138	25	deciding	decide	VERB
fnp-5226	138	26	"	"	PUNCT
fnp-5226	138	27	what	what	PRON
fnp-5226	138	28	is	be	AUX
fnp-5226	138	29	true	true	ADJ
fnp-5226	138	30	positive	positive	ADJ
fnp-5226	138	31	"	"	PUNCT
fnp-5226	138	32	is	be	AUX
fnp-5226	138	33	worthwhile	worthwhile	ADJ
fnp-5226	138	34	.	.	PUNCT
fnp-5226	139	1	except	except	SCONJ
fnp-5226	139	2	for	for	ADP
fnp-5226	139	3	pit1	pit1	PROPN
fnp-5226	139	4	itself	itself	PRON
fnp-5226	139	5	,	,	PUNCT
fnp-5226	139	6	where	where	SCONJ
fnp-5226	139	7	all	all	DET
fnp-5226	139	8	pit1	pit1	NOUN
fnp-5226	139	9	classes	class	NOUN
fnp-5226	139	10	are	be	AUX
fnp-5226	139	11	accepted	accept	VERB
fnp-5226	139	12	as	as	ADP
fnp-5226	139	13	tp	tp	NOUN
fnp-5226	139	14	,	,	PUNCT
fnp-5226	139	15	i	i	PRON
fnp-5226	139	16	’ve	’ve	AUX
fnp-5226	139	17	undertaken	undertake	VERB
fnp-5226	139	18	to	to	PART
fnp-5226	139	19	show	show	VERB
fnp-5226	139	20	broad	broad	ADJ
fnp-5226	139	21	and	and	CCONJ
fnp-5226	139	22	narrow	narrow	ADJ
fnp-5226	139	23	definitions	definition	NOUN
fnp-5226	139	24	of	of	ADP
fnp-5226	139	25	tp	tp	NOUN
fnp-5226	139	26	and	and	CCONJ
fnp-5226	139	27	tn	tn	NOUN
fnp-5226	139	28	in	in	ADP
fnp-5226	139	29	figure	figure	NOUN
fnp-5226	139	30	5	5	NUM
fnp-5226	139	31	,	,	PUNCT
fnp-5226	139	32	but	but	CCONJ
fnp-5226	139	33	acknowledge	acknowledge	VERB
fnp-5226	139	34	the	the	DET
fnp-5226	139	35	inherent	inherent	ADJ
fnp-5226	139	36	difficulty	difficulty	NOUN
fnp-5226	139	37	in	in	ADP
fnp-5226	139	38	such	such	DET
fnp-5226	139	39	an	an	DET
fnp-5226	139	40	exercise	exercise	NOUN
fnp-5226	139	41	,	,	PUNCT
fnp-5226	139	42	especially	especially	ADV
fnp-5226	139	43	given	give	VERB
fnp-5226	139	44	the	the	DET
fnp-5226	139	45	paucity	paucity	NOUN
fnp-5226	139	46	of	of	ADP
fnp-5226	139	47	prevalence	prevalence	NOUN
fnp-5226	139	48	estimates	estimate	NOUN
fnp-5226	139	49	for	for	ADP
fnp-5226	139	50	some	some	PRON
fnp-5226	139	51	of	of	ADP
fnp-5226	139	52	the	the	DET
fnp-5226	139	53	rarer	rare	ADJ
fnp-5226	139	54	adenoma	adenoma	ADJ
fnp-5226	139	55	classes	class	NOUN
fnp-5226	139	56	,	,	PUNCT
fnp-5226	139	57	and	and	CCONJ
fnp-5226	139	58	the	the	DET
fnp-5226	139	59	current	current	ADJ
fnp-5226	139	60	ambiguity	ambiguity	NOUN
fnp-5226	139	61	in	in	ADP
fnp-5226	139	62	classification	classification	NOUN
fnp-5226	139	63	guidelines	guideline	NOUN
fnp-5226	139	64	.	.	PUNCT
fnp-5226	140	1	figure	figure	NOUN
fnp-5226	140	2	5	5	NUM
fnp-5226	140	3	.	.	PUNCT
fnp-5226	140	4	test	test	NOUN
fnp-5226	140	5	characteristics	characteristic	NOUN
fnp-5226	140	6	and	and	CCONJ
fnp-5226	140	7	95	95	NUM
fnp-5226	140	8	%	%	NOUN
fnp-5226	140	9	ci	ci	NOUN
fnp-5226	140	10	of	of	ADP
fnp-5226	140	11	immunohistochemical	immunohistochemical	ADJ
fnp-5226	140	12	stains	stain	NOUN
fnp-5226	140	13	pertaining	pertain	VERB
fnp-5226	140	14	to	to	ADP
fnp-5226	140	15	pit1	pit1	PROPN
fnp-5226	140	16	family	family	NOUN
fnp-5226	140	17	of	of	ADP
fnp-5226	140	18	tumors	tumor	NOUN
fnp-5226	140	19	using	use	VERB
fnp-5226	140	20	restrictive	restrictive	ADJ
fnp-5226	140	21	(	(	PUNCT
fnp-5226	140	22	narrow	narrow	ADJ
fnp-5226	140	23	)	)	PUNCT
fnp-5226	140	24	or	or	CCONJ
fnp-5226	140	25	inclusive	inclusive	ADJ
fnp-5226	140	26	(	(	PUNCT
fnp-5226	140	27	broad	broad	ADJ
fnp-5226	140	28	)	)	PUNCT
fnp-5226	140	29	definitions	definition	NOUN
fnp-5226	140	30	of	of	ADP
fnp-5226	140	31	true	true	ADJ
fnp-5226	140	32	positivity	positivity	NOUN
fnp-5226	140	33	.	.	PUNCT
fnp-5226	141	1	abbreviations	abbreviation	NOUN
fnp-5226	141	2	:	:	PUNCT
fnp-5226	142	1	ihc	ihc	PROPN
fnp-5226	142	2	,	,	PUNCT
fnp-5226	142	3	immunohistochemistry	immunohistochemistry	NOUN
fnp-5226	142	4	;	;	PUNCT
fnp-5226	142	5	ppv	ppv	NOUN
fnp-5226	142	6	,	,	PUNCT
fnp-5226	142	7	positive	positive	ADJ
fnp-5226	142	8	predictive	predictive	ADJ
fnp-5226	142	9	value	value	NOUN
fnp-5226	142	10	;	;	PUNCT
fnp-5226	142	11	npv	npv	NOUN
fnp-5226	142	12	,	,	PUNCT
fnp-5226	142	13	negative	negative	ADJ
fnp-5226	142	14	predictive	predictive	ADJ
fnp-5226	142	15	value	value	NOUN
fnp-5226	142	16	.	.	PUNCT
fnp-5226	143	1	positive	positive	ADJ
fnp-5226	143	2	immunoreactivity	immunoreactivity	NOUN
fnp-5226	143	3	was	be	AUX
fnp-5226	143	4	defined	define	VERB
fnp-5226	143	5	as	as	ADP
fnp-5226	143	6	a	a	DET
fnp-5226	143	7	median	median	ADJ
fnp-5226	143	8	allred	allred	NOUN
fnp-5226	143	9	score	score	NOUN
fnp-5226	143	10	greater	great	ADJ
fnp-5226	143	11	than	than	ADP
fnp-5226	143	12	4	4	NUM
fnp-5226	143	13	for	for	ADP
fnp-5226	143	14	all	all	DET
fnp-5226	143	15	markers	marker	NOUN
fnp-5226	143	16	.	.	PUNCT
fnp-5226	144	1	armed	arm	VERB
fnp-5226	144	2	with	with	ADP
fnp-5226	144	3	this	this	PRON
fnp-5226	144	4	these	these	DET
fnp-5226	144	5	estimates	estimate	NOUN
fnp-5226	144	6	,	,	PUNCT
fnp-5226	144	7	i	i	PRON
fnp-5226	144	8	am	be	AUX
fnp-5226	144	9	now	now	ADV
fnp-5226	144	10	able	able	ADJ
fnp-5226	144	11	to	to	PART
fnp-5226	144	12	make	make	VERB
fnp-5226	144	13	more	more	ADV
fnp-5226	144	14	informed	informed	ADJ
fnp-5226	144	15	choices	choice	NOUN
fnp-5226	144	16	about	about	ADP
fnp-5226	144	17	which	which	DET
fnp-5226	144	18	stains	stain	NOUN
fnp-5226	144	19	to	to	PART
fnp-5226	144	20	use	use	VERB
fnp-5226	144	21	in	in	ADP
fnp-5226	144	22	a	a	DET
fnp-5226	144	23	diagnostic	diagnostic	ADJ
fnp-5226	144	24	algorithm	algorithm	NOUN
fnp-5226	144	25	for	for	ADP
fnp-5226	144	26	my	my	PRON
fnp-5226	144	27	practice	practice	NOUN
fnp-5226	144	28	.	.	PUNCT
fnp-5226	145	1	the	the	DET
fnp-5226	145	2	workup	workup	NOUN
fnp-5226	145	3	of	of	ADP
fnp-5226	145	4	a	a	DET
fnp-5226	145	5	pituitary	pituitary	ADJ
fnp-5226	145	6	adenoma	adenoma	NOUN
fnp-5226	145	7	in	in	ADP
fnp-5226	145	8	my	my	PRON
fnp-5226	145	9	laboratory	laboratory	NOUN
fnp-5226	145	10	currently	currently	ADV
fnp-5226	145	11	entails	entail	VERB
fnp-5226	145	12	careful	careful	ADJ
fnp-5226	145	13	documentation	documentation	NOUN
fnp-5226	145	14	of	of	ADP
fnp-5226	145	15	available	available	ADJ
fnp-5226	145	16	clinical	clinical	ADJ
fnp-5226	145	17	,	,	PUNCT
fnp-5226	145	18	radiological	radiological	ADJ
fnp-5226	145	19	,	,	PUNCT
fnp-5226	145	20	and	and	CCONJ
fnp-5226	145	21	serological	serological	ADJ
fnp-5226	145	22	information	information	NOUN
fnp-5226	145	23	.	.	PUNCT
fnp-5226	146	1	all	all	DET
fnp-5226	146	2	pituitary	pituitary	ADJ
fnp-5226	146	3	adenomas	adenoma	NOUN
fnp-5226	146	4	are	be	AUX
fnp-5226	146	5	examined	examine	VERB
fnp-5226	146	6	using	use	VERB
fnp-5226	146	7	a	a	DET
fnp-5226	146	8	panel	panel	NOUN
fnp-5226	146	9	of	of	ADP
fnp-5226	146	10	ihc	ihc	PROPN
fnp-5226	146	11	including	include	VERB
fnp-5226	146	12	sf1	sf1	PROPN
fnp-5226	146	13	,	,	PUNCT
fnp-5226	146	14	pit1	pit1	PROPN
fnp-5226	146	15	,	,	PUNCT
fnp-5226	146	16	and	and	CCONJ
fnp-5226	146	17	tpit	tpit	NOUN
fnp-5226	146	18	.	.	PUNCT
fnp-5226	147	1	for	for	ADP
fnp-5226	147	2	nonfunctional	nonfunctional	ADJ
fnp-5226	147	3	adenomas	adenoma	NOUN
fnp-5226	147	4	,	,	PUNCT
fnp-5226	147	5	this	this	DET
fnp-5226	147	6	panel	panel	NOUN
fnp-5226	147	7	resolves	resolve	VERB
fnp-5226	147	8	most	most	ADJ
fnp-5226	147	9	macroadenomas	macroadenoma	NOUN
fnp-5226	147	10	into	into	ADP
fnp-5226	147	11	the	the	DET
fnp-5226	147	12	gonadotroph	gonadotroph	NOUN
fnp-5226	147	13	adenoma	adenoma	ADJ
fnp-5226	147	14	class	class	NOUN
fnp-5226	147	15	without	without	ADP
fnp-5226	147	16	the	the	DET
fnp-5226	147	17	need	need	NOUN
fnp-5226	147	18	for	for	ADP
fnp-5226	147	19	additional	additional	ADJ
fnp-5226	147	20	ihc	ihc	NOUN
fnp-5226	147	21	.	.	PUNCT
fnp-5226	148	1	in	in	ADP
fnp-5226	148	2	the	the	DET
fnp-5226	148	3	setting	setting	NOUN
fnp-5226	148	4	of	of	ADP
fnp-5226	148	5	cushing	cushing	NOUN
fnp-5226	148	6	disease	disease	NOUN
fnp-5226	148	7	,	,	PUNCT
fnp-5226	148	8	or	or	CCONJ
fnp-5226	148	9	when	when	SCONJ
fnp-5226	148	10	a	a	DET
fnp-5226	148	11	nonfunctional	nonfunctional	ADJ
fnp-5226	148	12	adenoma	adenoma	NOUN
fnp-5226	148	13	is	be	AUX
fnp-5226	148	14	found	find	VERB
fnp-5226	148	15	to	to	PART
fnp-5226	148	16	be	be	AUX
fnp-5226	148	17	tpit	tpit	NOUN
fnp-5226	148	18	immunoreactive	immunoreactive	ADJ
fnp-5226	148	19	,	,	PUNCT
fnp-5226	148	20	i	i	PRON
fnp-5226	148	21	add	add	VERB
fnp-5226	148	22	ihc	ihc	PROPN
fnp-5226	148	23	for	for	ADP
fnp-5226	148	24	acth	acth	NOUN
fnp-5226	148	25	and	and	CCONJ
fnp-5226	148	26	cytokeratin	cytokeratin	NOUN
fnp-5226	148	27	cam5.2	cam5.2	NUM
fnp-5226	148	28	to	to	ADP
fnp-5226	148	29	the	the	DET
fnp-5226	148	30	initial	initial	ADJ
fnp-5226	148	31	panel	panel	NOUN
fnp-5226	148	32	.	.	PUNCT
fnp-5226	149	1	in	in	ADP
fnp-5226	149	2	the	the	DET
fnp-5226	149	3	setting	setting	NOUN
fnp-5226	149	4	of	of	ADP
fnp-5226	149	5	acromegaly	acromegaly	NOUN
fnp-5226	149	6	or	or	CCONJ
fnp-5226	149	7	significant	significant	ADJ
fnp-5226	149	8	hyperprolactinemia	hyperprolactinemia	PROPN
fnp-5226	149	9	,	,	PUNCT
fnp-5226	149	10	in	in	ADP
fnp-5226	149	11	addition	addition	NOUN
fnp-5226	149	12	to	to	ADP
fnp-5226	149	13	sf1	sf1	PROPN
fnp-5226	149	14	,	,	PUNCT
fnp-5226	149	15	pit1	pit1	PROPN
fnp-5226	149	16	,	,	PUNCT
fnp-5226	149	17	and	and	CCONJ
fnp-5226	149	18	tpit	tpit	PROPN
fnp-5226	149	19	ihc	ihc	PROPN
fnp-5226	149	20	we	we	PRON
fnp-5226	149	21	also	also	ADV
fnp-5226	149	22	perform	perform	VERB
fnp-5226	149	23	ihc	ihc	PROPN
fnp-5226	149	24	for	for	ADP
fnp-5226	149	25	prolactin	prolactin	NOUN
fnp-5226	149	26	,	,	PUNCT
fnp-5226	149	27	growth	growth	NOUN
fnp-5226	149	28	hormone	hormone	NOUN
fnp-5226	149	29	,	,	PUNCT
fnp-5226	149	30	tsh	tsh	NOUN
fnp-5226	149	31	,	,	PUNCT
fnp-5226	149	32	estrogen	estrogen	NOUN
fnp-5226	149	33	receptor	receptor	NOUN
fnp-5226	149	34	,	,	PUNCT
fnp-5226	149	35	and	and	CCONJ
fnp-5226	149	36	gata3	gata3	NOUN
fnp-5226	149	37	in	in	ADP
fnp-5226	149	38	the	the	DET
fnp-5226	149	39	initial	initial	ADJ
fnp-5226	149	40	panel	panel	NOUN
fnp-5226	149	41	.	.	PUNCT
fnp-5226	150	1	finally	finally	ADV
fnp-5226	150	2	,	,	PUNCT
fnp-5226	150	3	when	when	SCONJ
fnp-5226	150	4	clinical	clinical	ADJ
fnp-5226	150	5	findings	finding	NOUN
fnp-5226	150	6	or	or	CCONJ
fnp-5226	150	7	initial	initial	ADJ
fnp-5226	150	8	ihc	ihc	PROPN
fnp-5226	150	9	are	be	AUX
fnp-5226	150	10	ambiguous	ambiguous	ADJ
fnp-5226	150	11	,	,	PUNCT
fnp-5226	150	12	a	a	DET
fnp-5226	150	13	liberal	liberal	ADJ
fnp-5226	150	14	approach	approach	NOUN
fnp-5226	150	15	is	be	AUX
fnp-5226	150	16	used	use	VERB
fnp-5226	150	17	,	,	PUNCT
fnp-5226	150	18	with	with	ADP
fnp-5226	150	19	the	the	DET
fnp-5226	150	20	"	"	PUNCT
fnp-5226	150	21	complete	complete	ADJ
fnp-5226	150	22	panel	panel	NOUN
fnp-5226	150	23	of	of	ADP
fnp-5226	150	24	stains	stain	NOUN
fnp-5226	150	25	"	"	PUNCT
fnp-5226	150	26	being	be	AUX
fnp-5226	150	27	necessary	necessary	ADJ
fnp-5226	150	28	in	in	ADP
fnp-5226	150	29	only	only	ADV
fnp-5226	150	30	a	a	DET
fnp-5226	150	31	minority	minority	NOUN
fnp-5226	150	32	of	of	ADP
fnp-5226	150	33	cases	case	NOUN
fnp-5226	150	34	.	.	PUNCT
fnp-5226	151	1	the	the	DET
fnp-5226	151	2	approach	approach	NOUN
fnp-5226	151	3	related	relate	VERB
fnp-5226	151	4	above	above	ADP
fnp-5226	151	5	resembles	resemble	NOUN
fnp-5226	151	6	in	in	ADP
fnp-5226	151	7	some	some	DET
fnp-5226	151	8	ways	way	NOUN
fnp-5226	151	9	the	the	DET
fnp-5226	151	10	efforts	effort	NOUN
fnp-5226	151	11	by	by	ADP
fnp-5226	151	12	neou	neou	PROPN
fnp-5226	151	13	et	et	PROPN
fnp-5226	151	14	al	al	PROPN
fnp-5226	151	15	.	.	PROPN
fnp-5226	151	16	(	(	PUNCT
fnp-5226	151	17	19	19	NUM
fnp-5226	151	18	)	)	PUNCT
fnp-5226	151	19	to	to	PART
fnp-5226	151	20	build	build	VERB
fnp-5226	151	21	a	a	DET
fnp-5226	151	22	pituitary	pituitary	ADJ
fnp-5226	151	23	adenoma	adenoma	ADJ
fnp-5226	151	24	classification	classification	NOUN
fnp-5226	151	25	,	,	PUNCT
fnp-5226	151	26	but	but	CCONJ
fnp-5226	151	27	restricts	restrict	VERB
fnp-5226	151	28	itself	itself	PRON
fnp-5226	151	29	to	to	PART
fnp-5226	151	30	readily	readily	ADV
fnp-5226	151	31	available	available	ADJ
fnp-5226	151	32	ihc	ihc	PROPN
fnp-5226	151	33	.	.	PUNCT
fnp-5226	152	1	although	although	SCONJ
fnp-5226	152	2	simple	simple	ADJ
fnp-5226	152	3	immunohistochemical	immunohistochemical	ADJ
fnp-5226	152	4	stain	stain	NOUN
fnp-5226	152	5	scores	score	NOUN
fnp-5226	152	6	are	be	AUX
fnp-5226	152	7	illustrated	illustrate	VERB
fnp-5226	152	8	here	here	ADV
fnp-5226	152	9	,	,	PUNCT
fnp-5226	152	10	other	other	ADJ
fnp-5226	152	11	potential	potential	ADJ
fnp-5226	152	12	classification	classification	NOUN
fnp-5226	152	13	variables	variable	NOUN
fnp-5226	152	14	,	,	PUNCT
fnp-5226	152	15	including	include	VERB
fnp-5226	152	16	molecular	molecular	ADJ
fnp-5226	152	17	features	feature	NOUN
fnp-5226	152	18	or	or	CCONJ
fnp-5226	152	19	categorical	categorical	ADJ
fnp-5226	152	20	variables	variable	NOUN
fnp-5226	152	21	like	like	ADP
fnp-5226	152	22	ultrastructural	ultrastructural	ADJ
fnp-5226	152	23	findings	finding	NOUN
fnp-5226	152	24	,	,	PUNCT
fnp-5226	152	25	would	would	AUX
fnp-5226	152	26	also	also	ADV
fnp-5226	152	27	profit	profit	VERB
fnp-5226	152	28	from	from	ADP
fnp-5226	152	29	such	such	ADJ
fnp-5226	152	30	interrogation	interrogation	NOUN
fnp-5226	152	31	.	.	PUNCT
fnp-5226	153	1	one	one	NUM
fnp-5226	153	2	day	day	NOUN
fnp-5226	153	3	the	the	DET
fnp-5226	153	4	use	use	NOUN
fnp-5226	153	5	of	of	ADP
fnp-5226	153	6	methods	method	NOUN
fnp-5226	153	7	such	such	ADJ
fnp-5226	153	8	as	as	ADP
fnp-5226	153	9	multiple	multiple	ADJ
fnp-5226	153	10	factor	factor	NOUN
fnp-5226	153	11	analysis	analysis	NOUN
fnp-5226	153	12	(	(	PUNCT
fnp-5226	153	13	19	19	NUM
fnp-5226	153	14	)	)	PUNCT
fnp-5226	153	15	might	might	AUX
fnp-5226	153	16	allow	allow	VERB
fnp-5226	153	17	incorporation	incorporation	NOUN
fnp-5226	153	18	of	of	ADP
fnp-5226	153	19	various	various	ADJ
fnp-5226	153	20	disparate	disparate	ADJ
fnp-5226	153	21	variables	variable	NOUN
fnp-5226	153	22	into	into	ADP
fnp-5226	153	23	a	a	DET
fnp-5226	153	24	single	single	ADJ
fnp-5226	153	25	model	model	NOUN
fnp-5226	153	26	.	.	PUNCT
fnp-5226	154	1	we	we	PRON
fnp-5226	154	2	might	might	AUX
fnp-5226	154	3	finally	finally	ADV
fnp-5226	154	4	be	be	AUX
fnp-5226	154	5	able	able	ADJ
fnp-5226	154	6	to	to	PART
fnp-5226	154	7	estimate	estimate	VERB
fnp-5226	154	8	the	the	DET
fnp-5226	154	9	usefulness	usefulness	NOUN
fnp-5226	154	10	of	of	ADP
fnp-5226	154	11	molecular	molecular	ADJ
fnp-5226	154	12	,	,	PUNCT
fnp-5226	154	13	serological	serological	ADJ
fnp-5226	154	14	,	,	PUNCT
fnp-5226	154	15	demographic	demographic	ADJ
fnp-5226	154	16	,	,	PUNCT
fnp-5226	154	17	immunohistochemical	immunohistochemical	ADJ
fnp-5226	154	18	,	,	PUNCT
fnp-5226	154	19	and	and	CCONJ
fnp-5226	154	20	ultrastructural	ultrastructural	ADJ
fnp-5226	154	21	variables	variable	NOUN
fnp-5226	154	22	within	within	ADP
fnp-5226	154	23	a	a	DET
fnp-5226	154	24	common	common	ADJ
fnp-5226	154	25	context	context	NOUN
fnp-5226	154	26	.	.	PUNCT
fnp-5226	155	1	the	the	DET
fnp-5226	155	2	strengths	strength	NOUN
fnp-5226	155	3	of	of	ADP
fnp-5226	155	4	our	our	PRON
fnp-5226	155	5	approach	approach	NOUN
fnp-5226	155	6	include	include	VERB
fnp-5226	155	7	the	the	DET
fnp-5226	155	8	blinded	blind	VERB
fnp-5226	155	9	review	review	NOUN
fnp-5226	155	10	of	of	ADP
fnp-5226	155	11	ihc	ihc	PROPN
fnp-5226	155	12	prior	prior	ADV
fnp-5226	155	13	to	to	ADP
fnp-5226	155	14	interpretation	interpretation	NOUN
fnp-5226	155	15	by	by	ADP
fnp-5226	155	16	a	a	DET
fnp-5226	155	17	pathologist	pathologist	NOUN
fnp-5226	155	18	and	and	CCONJ
fnp-5226	155	19	that	that	SCONJ
fnp-5226	155	20	our	our	PRON
fnp-5226	155	21	series	series	NOUN
fnp-5226	155	22	includes	include	VERB
fnp-5226	155	23	tumors	tumor	NOUN
fnp-5226	155	24	commonly	commonly	ADV
fnp-5226	155	25	encountered	encounter	VERB
fnp-5226	155	26	in	in	ADP
fnp-5226	155	27	the	the	DET
fnp-5226	155	28	community	community	NOUN
fnp-5226	155	29	.	.	PUNCT
fnp-5226	156	1	weaknesses	weakness	NOUN
fnp-5226	156	2	include	include	VERB
fnp-5226	156	3	limited	limit	VERB
fnp-5226	156	4	clinical	clinical	ADJ
fnp-5226	156	5	follow	follow	NOUN
fnp-5226	156	6	-	-	PUNCT
fnp-5226	156	7	up	up	NOUN
fnp-5226	156	8	following	follow	VERB
fnp-5226	156	9	resection	resection	NOUN
fnp-5226	156	10	,	,	PUNCT
fnp-5226	156	11	paucity	paucity	NOUN
fnp-5226	156	12	of	of	ADP
fnp-5226	156	13	rare	rare	ADJ
fnp-5226	156	14	tumor	tumor	NOUN
fnp-5226	156	15	types	type	NOUN
fnp-5226	156	16	,	,	PUNCT
fnp-5226	156	17	and	and	CCONJ
fnp-5226	156	18	underrepresentation	underrepresentation	NOUN
fnp-5226	156	19	of	of	ADP
fnp-5226	156	20	microadenomas	microadenoma	NOUN
fnp-5226	156	21	(	(	PUNCT
fnp-5226	156	22	necessitated	necessitate	VERB
fnp-5226	156	23	by	by	ADP
fnp-5226	156	24	study	study	NOUN
fnp-5226	156	25	design	design	NOUN
fnp-5226	156	26	,	,	PUNCT
fnp-5226	156	27	which	which	PRON
fnp-5226	156	28	employed	employ	VERB
fnp-5226	156	29	tma	tma	PROPN
fnp-5226	156	30	’s	’s	PART
fnp-5226	156	31	with	with	ADP
fnp-5226	156	32	four	four	NUM
fnp-5226	156	33	cores	core	NOUN
fnp-5226	156	34	per	per	ADP
fnp-5226	156	35	adenoma	adenoma	ADJ
fnp-5226	156	36	)	)	PUNCT
fnp-5226	156	37	.	.	PUNCT
fnp-5226	157	1	the	the	DET
fnp-5226	157	2	classification	classification	NOUN
fnp-5226	157	3	lifecycle	lifecycle	NOUN
fnp-5226	157	4	:	:	PUNCT
fnp-5226	157	5	provisional	provisional	ADJ
fnp-5226	157	6	models	model	NOUN
fnp-5226	157	7	as	as	ADP
fnp-5226	157	8	the	the	DET
fnp-5226	157	9	british	british	PROPN
fnp-5226	157	10	statistician	statistician	PROPN
fnp-5226	157	11	george	george	PROPN
fnp-5226	157	12	box	box	PROPN
fnp-5226	157	13	once	once	ADV
fnp-5226	157	14	noted	note	VERB
fnp-5226	157	15	,	,	PUNCT
fnp-5226	157	16	"	"	PUNCT
fnp-5226	157	17	all	all	DET
fnp-5226	157	18	models	model	NOUN
fnp-5226	157	19	are	be	AUX
fnp-5226	157	20	wrong	wrong	ADJ
fnp-5226	157	21	,	,	PUNCT
fnp-5226	157	22	some	some	PRON
fnp-5226	157	23	are	be	AUX
fnp-5226	157	24	useful	useful	ADJ
fnp-5226	157	25	"	"	PUNCT
fnp-5226	157	26	.	.	PUNCT
fnp-5226	158	1	tests	test	NOUN
fnp-5226	158	2	and	and	CCONJ
fnp-5226	158	3	classifications	classification	NOUN
fnp-5226	158	4	come	come	VERB
fnp-5226	158	5	and	and	CCONJ
fnp-5226	158	6	go	go	VERB
fnp-5226	158	7	.	.	PUNCT
fnp-5226	159	1	in	in	ADP
fnp-5226	159	2	this	this	DET
fnp-5226	159	3	sense	sense	NOUN
fnp-5226	159	4	,	,	PUNCT
fnp-5226	159	5	all	all	DET
fnp-5226	159	6	classifications	classification	NOUN
fnp-5226	159	7	are	be	AUX
fnp-5226	159	8	provisional	provisional	ADJ
fnp-5226	159	9	(	(	PUNCT
fnp-5226	159	10	20	20	NUM
fnp-5226	159	11	)	)	PUNCT
fnp-5226	159	12	and	and	CCONJ
fnp-5226	159	13	our	our	PRON
fnp-5226	159	14	collective	collective	ADJ
fnp-5226	159	15	task	task	NOUN
fnp-5226	159	16	is	be	AUX
fnp-5226	159	17	simply	simply	ADV
fnp-5226	159	18	to	to	PART
fnp-5226	159	19	improve	improve	VERB
fnp-5226	159	20	the	the	DET
fnp-5226	159	21	current	current	ADJ
fnp-5226	159	22	draft	draft	NOUN
fnp-5226	159	23	of	of	ADP
fnp-5226	159	24	the	the	DET
fnp-5226	159	25	classification	classification	NOUN
fnp-5226	159	26	.	.	PUNCT
fnp-5226	160	1	i	i	PRON
fnp-5226	160	2	’m	’m	VERB
fnp-5226	160	3	optimistic	optimistic	ADJ
fnp-5226	160	4	that	that	SCONJ
fnp-5226	160	5	clearly	clearly	ADV
fnp-5226	160	6	stated	state	VERB
fnp-5226	160	7	classification	classification	NOUN
fnp-5226	160	8	variables	variable	NOUN
fnp-5226	160	9	,	,	PUNCT
fnp-5226	160	10	attention	attention	NOUN
fnp-5226	160	11	to	to	ADP
fnp-5226	160	12	correlation	correlation	NOUN
fnp-5226	160	13	,	,	PUNCT
fnp-5226	160	14	joint	joint	ADJ
fnp-5226	160	15	registry	registry	NOUN
fnp-5226	160	16	of	of	ADP
fnp-5226	160	17	a	a	DET
fnp-5226	160	18	wide	wide	ADJ
fnp-5226	160	19	range	range	NOUN
fnp-5226	160	20	of	of	ADP
fnp-5226	160	21	cases	case	NOUN
fnp-5226	160	22	rather	rather	ADV
fnp-5226	160	23	than	than	ADP
fnp-5226	160	24	subsets	subset	NOUN
fnp-5226	160	25	of	of	ADP
fnp-5226	160	26	rare	rare	ADJ
fnp-5226	160	27	adenoma	adenoma	ADJ
fnp-5226	160	28	types	type	NOUN
fnp-5226	160	29	,	,	PUNCT
fnp-5226	160	30	and	and	CCONJ
fnp-5226	160	31	attention	attention	NOUN
fnp-5226	160	32	to	to	ADP
fnp-5226	160	33	test	test	NOUN
fnp-5226	160	34	performance	performance	NOUN
fnp-5226	160	35	would	would	AUX
fnp-5226	160	36	generate	generate	VERB
fnp-5226	160	37	a	a	PRON
fnp-5226	160	38	more	more	ADV
fnp-5226	160	39	useful	useful	ADJ
fnp-5226	160	40	,	,	PUNCT
fnp-5226	160	41	transparent	transparent	ADJ
fnp-5226	160	42	,	,	PUNCT
fnp-5226	160	43	and	and	CCONJ
fnp-5226	160	44	reproducible	reproducible	VERB
fnp-5226	160	45	classification	classification	NOUN
fnp-5226	160	46	of	of	ADP
fnp-5226	160	47	pituitary	pituitary	ADJ
fnp-5226	160	48	adenomas	adenoma	NOUN
fnp-5226	160	49	.	.	PUNCT
fnp-5226	161	1	for	for	ADP
fnp-5226	161	2	the	the	DET
fnp-5226	161	3	practicing	practice	VERB
fnp-5226	161	4	pathologist	pathologist	NOUN
fnp-5226	161	5	,	,	PUNCT
fnp-5226	161	6	this	this	PRON
fnp-5226	161	7	would	would	AUX
fnp-5226	161	8	be	be	AUX
fnp-5226	161	9	invaluable	invaluable	ADJ
fnp-5226	161	10	.	.	PUNCT
fnp-5226	162	1	an	an	DET
fnp-5226	162	2	appendix	appendix	NOUN
fnp-5226	162	3	of	of	ADP
fnp-5226	162	4	the	the	DET
fnp-5226	162	5	immunohistochemical	immunohistochemical	ADJ
fnp-5226	162	6	data	datum	NOUN
fnp-5226	162	7	and	and	CCONJ
fnp-5226	162	8	basic	basic	ADJ
fnp-5226	162	9	characteristics	characteristic	NOUN
fnp-5226	162	10	of	of	ADP
fnp-5226	162	11	our	our	PRON
fnp-5226	162	12	series	series	NOUN
fnp-5226	162	13	are	be	AUX
fnp-5226	162	14	provided	provide	VERB
fnp-5226	162	15	in	in	ADP
fnp-5226	162	16	supplement	supplement	NOUN
fnp-5226	162	17	1	1	NUM
fnp-5226	162	18	in	in	ADP
fnp-5226	162	19	order	order	NOUN
fnp-5226	162	20	that	that	SCONJ
fnp-5226	162	21	others	other	NOUN
fnp-5226	162	22	may	may	AUX
fnp-5226	162	23	provide	provide	VERB
fnp-5226	162	24	their	their	PRON
fnp-5226	162	25	own	own	ADJ
fnp-5226	162	26	definitions	definition	NOUN
fnp-5226	162	27	of	of	ADP
fnp-5226	162	28	true	true	ADJ
fnp-5226	162	29	positive	positive	ADJ
fnp-5226	162	30	and	and	CCONJ
fnp-5226	162	31	true	true	ADJ
fnp-5226	162	32	negative	negative	ADJ
fnp-5226	162	33	in	in	ADP
fnp-5226	162	34	the	the	DET
fnp-5226	162	35	calculation	calculation	NOUN
fnp-5226	162	36	of	of	ADP
fnp-5226	162	37	test	test	NOUN
fnp-5226	162	38	characteristics	characteristic	NOUN
fnp-5226	162	39	,	,	PUNCT
fnp-5226	162	40	to	to	PART
fnp-5226	162	41	compare	compare	VERB
fnp-5226	162	42	our	our	PRON
fnp-5226	162	43	series	series	NOUN
fnp-5226	162	44	with	with	ADP
fnp-5226	162	45	their	their	PRON
fnp-5226	162	46	own	own	ADJ
fnp-5226	162	47	,	,	PUNCT
fnp-5226	162	48	and	and	CCONJ
fnp-5226	162	49	to	to	PART
fnp-5226	162	50	draw	draw	VERB
fnp-5226	162	51	their	their	PRON
fnp-5226	162	52	own	own	ADJ
fnp-5226	162	53	conclusions	conclusion	NOUN
fnp-5226	162	54	.	.	PUNCT
fnp-5226	163	1	references	reference	NOUN
fnp-5226	163	2	1	1	NUM
fnp-5226	163	3	.	.	PUNCT
fnp-5226	163	4	tversky	tversky	PROPN
fnp-5226	163	5	a	a	PRON
fnp-5226	163	6	,	,	PUNCT
fnp-5226	163	7	kahneman	kahneman	PROPN
fnp-5226	163	8	d.	d.	PROPN
fnp-5226	163	9	judgment	judgment	PROPN
fnp-5226	163	10	under	under	ADP
fnp-5226	163	11	uncertainty	uncertainty	NOUN
fnp-5226	163	12	:	:	PUNCT
fnp-5226	163	13	heuristics	heuristic	NOUN
fnp-5226	163	14	and	and	CCONJ
fnp-5226	163	15	biases	bias	NOUN
fnp-5226	163	16	.	.	PUNCT
fnp-5226	164	1	science	science	NOUN
fnp-5226	164	2	.	.	PUNCT
fnp-5226	165	1	1974;185(4157):1124	1974;185(4157):1124	NUM
fnp-5226	165	2	-	-	PUNCT
fnp-5226	165	3	31	31	NUM
fnp-5226	165	4	.	.	PUNCT
fnp-5226	166	1	doi	doi	NOUN
fnp-5226	166	2	:	:	PUNCT
fnp-5226	166	3	https://doi.org/10.1126/science.185.4157.1124	https://doi.org/10.1126/science.185.4157.1124	PROPN
fnp-5226	166	4	.	.	PROPN
fnp-5226	167	1	2	2	NUM
fnp-5226	167	2	.	.	X
fnp-5226	167	3	who	who	PRON
fnp-5226	167	4	classification	classification	NOUN
fnp-5226	167	5	of	of	ADP
fnp-5226	167	6	tumours	tumours	PROPN
fnp-5226	167	7	editorial	editorial	PROPN
fnp-5226	167	8	board	board	PROPN
fnp-5226	167	9	.	.	PUNCT
fnp-5226	168	1	endocrine	endocrine	NOUN
fnp-5226	168	2	and	and	CCONJ
fnp-5226	168	3	neuroendocrine	neuroendocrine	ADJ
fnp-5226	168	4	tumours	tumour	NOUN
fnp-5226	169	1	[	[	X
fnp-5226	169	2	internet	internet	NOUN
fnp-5226	169	3	]	]	PUNCT
fnp-5226	169	4	.	.	PUNCT
fnp-5226	170	1	lyon	lyon	PROPN
fnp-5226	170	2	(	(	PUNCT
fnp-5226	170	3	france	france	PROPN
fnp-5226	170	4	):	):	PUNCT
fnp-5226	170	5	international	international	ADJ
fnp-5226	170	6	agency	agency	NOUN
fnp-5226	170	7	for	for	ADP
fnp-5226	170	8	research	research	NOUN
fnp-5226	170	9	on	on	ADP
fnp-5226	170	10	cancer	cancer	NOUN
fnp-5226	170	11	;	;	PUNCT
fnp-5226	170	12	2022	2022	NUM
fnp-5226	171	1	[	[	X
fnp-5226	171	2	cited	cite	VERB
fnp-5226	171	3	2022	2022	NUM
fnp-5226	171	4	aug	aug	NOUN
fnp-5226	171	5	9	9	NUM
fnp-5226	171	6	]	]	PUNCT
fnp-5226	171	7	.	.	PUNCT
fnp-5226	172	1	(	(	PUNCT
fnp-5226	172	2	who	who	PRON
fnp-5226	172	3	classification	classification	NOUN
fnp-5226	172	4	of	of	ADP
fnp-5226	172	5	tumours	tumours	PROPN
fnp-5226	172	6	series	series	NOUN
fnp-5226	172	7	,	,	PUNCT
fnp-5226	172	8	5th	5th	ADJ
fnp-5226	172	9	ed	ed	NOUN
fnp-5226	172	10	.	.	PUNCT
fnp-5226	172	11	;	;	PUNCT
fnp-5226	173	1	vol	vol	NOUN
fnp-5226	173	2	.	.	PROPN
fnp-5226	173	3	10	10	NUM
fnp-5226	173	4	)	)	PUNCT
fnp-5226	173	5	.	.	PUNCT
fnp-5226	174	1	available	available	ADJ
fnp-5226	174	2	from	from	ADP
fnp-5226	174	3	:	:	PUNCT
fnp-5226	174	4	https://tumourclassification.iarc.who.int/chapters/53	https://tumourclassification.iarc.who.int/chapters/53	NOUN
fnp-5226	174	5	.	.	NOUN
fnp-5226	175	1	3	3	X
fnp-5226	175	2	.	.	X
fnp-5226	175	3	obari	obari	PROPN
fnp-5226	175	4	a	a	X
fnp-5226	175	5	,	,	PUNCT
fnp-5226	175	6	sano	sano	PROPN
fnp-5226	175	7	t	t	PROPN
fnp-5226	175	8	,	,	PUNCT
fnp-5226	175	9	ohyama	ohyama	PROPN
fnp-5226	175	10	k	k	PROPN
fnp-5226	175	11	,	,	PUNCT
fnp-5226	175	12	kudo	kudo	PROPN
fnp-5226	175	13	e	e	PROPN
fnp-5226	175	14	,	,	PUNCT
fnp-5226	175	15	qian	qian	PROPN
fnp-5226	175	16	zr	zr	PROPN
fnp-5226	175	17	,	,	PUNCT
fnp-5226	175	18	yoneda	yoneda	PROPN
fnp-5226	176	1	a	a	PROPN
fnp-5226	176	2	,	,	PUNCT
fnp-5226	176	3	et	et	PROPN
fnp-5226	176	4	al	al	PROPN
fnp-5226	176	5	.	.	PROPN
fnp-5226	176	6	clinicopathological	clinicopathological	ADJ
fnp-5226	176	7	features	feature	NOUN
fnp-5226	176	8	of	of	ADP
fnp-5226	176	9	growth	growth	NOUN
fnp-5226	176	10	hormone	hormone	NOUN
fnp-5226	176	11	-	-	PUNCT
fnp-5226	176	12	producing	produce	VERB
fnp-5226	176	13	pituitary	pituitary	ADJ
fnp-5226	176	14	adenomas	adenoma	NOUN
fnp-5226	176	15	:	:	PUNCT
fnp-5226	176	16	difference	difference	NOUN
fnp-5226	176	17	among	among	ADP
fnp-5226	176	18	various	various	ADJ
fnp-5226	176	19	types	type	NOUN
fnp-5226	176	20	defined	define	VERB
fnp-5226	176	21	by	by	ADP
fnp-5226	176	22	cytokeratin	cytokeratin	NOUN
fnp-5226	176	23	distribution	distribution	NOUN
fnp-5226	176	24	pattern	pattern	NOUN
fnp-5226	176	25	including	include	VERB
fnp-5226	176	26	a	a	DET
fnp-5226	176	27	transitional	transitional	ADJ
fnp-5226	176	28	form	form	NOUN
fnp-5226	176	29	.	.	PUNCT
fnp-5226	177	1	endocr	endocr	PROPN
fnp-5226	177	2	pathol	pathol	NOUN
fnp-5226	177	3	.	.	PUNCT
fnp-5226	178	1	2008;19(2):82	2008;19(2):82	NUM
fnp-5226	178	2	-	-	SYM
fnp-5226	178	3	91	91	NUM
fnp-5226	178	4	.	.	PUNCT
fnp-5226	179	1	doi	doi	NOUN
fnp-5226	179	2	:	:	PUNCT
fnp-5226	179	3	https://doi.org/10.1007/s12022-008-9029-z	https://doi.org/10.1007/s12022-008-9029-z	PROPN
fnp-5226	179	4	.	.	PROPN
fnp-5226	179	5	4	4	NUM
fnp-5226	179	6	.	.	NOUN
fnp-5226	179	7	mete	mete	ADJ
fnp-5226	179	8	o	o	NOUN
fnp-5226	179	9	,	,	PUNCT
fnp-5226	179	10	gomez	gomez	PROPN
fnp-5226	179	11	-	-	PUNCT
fnp-5226	179	12	hernandez	hernandez	PROPN
fnp-5226	179	13	k	k	PROPN
fnp-5226	179	14	,	,	PUNCT
fnp-5226	179	15	kucharczyk	kucharczyk	PROPN
fnp-5226	179	16	w	w	PROPN
fnp-5226	179	17	,	,	PUNCT
fnp-5226	179	18	ridout	ridout	NOUN
fnp-5226	179	19	r	r	PROPN
fnp-5226	179	20	,	,	PUNCT
fnp-5226	179	21	zadeh	zadeh	PROPN
fnp-5226	179	22	g	g	PROPN
fnp-5226	179	23	,	,	PUNCT
fnp-5226	179	24	gentili	gentili	PROPN
fnp-5226	179	25	f	f	PROPN
fnp-5226	179	26	,	,	PUNCT
fnp-5226	179	27	et	et	PROPN
fnp-5226	179	28	al	al	PROPN
fnp-5226	179	29	.	.	PROPN
fnp-5226	180	1	silent	silent	ADJ
fnp-5226	180	2	subtype	subtype	VERB
fnp-5226	180	3	3	3	NUM
fnp-5226	180	4	pituitary	pituitary	ADJ
fnp-5226	180	5	adenomas	adenoma	NOUN
fnp-5226	180	6	are	be	AUX
fnp-5226	180	7	not	not	PART
fnp-5226	180	8	always	always	ADV
fnp-5226	180	9	silent	silent	ADJ
fnp-5226	180	10	and	and	CCONJ
fnp-5226	180	11	represent	represent	VERB
fnp-5226	180	12	poorly	poorly	ADV
fnp-5226	180	13	differentiated	differentiate	VERB
fnp-5226	180	14	monomorphous	monomorphous	ADJ
fnp-5226	180	15	plurihormonal	plurihormonal	ADJ
fnp-5226	180	16	pit-1	pit-1	PUNCT
fnp-5226	180	17	lineage	lineage	NOUN
fnp-5226	180	18	adenomas	adenoma	NOUN
fnp-5226	180	19	.	.	PUNCT
fnp-5226	181	1	mod	mod	PROPN
fnp-5226	181	2	pathol	pathol	NOUN
fnp-5226	181	3	.	.	PUNCT
fnp-5226	182	1	2016;29(2):131	2016;29(2):131	NUM
fnp-5226	182	2	-	-	SYM
fnp-5226	182	3	42	42	NUM
fnp-5226	182	4	.	.	PUNCT
fnp-5226	183	1	doi	doi	NOUN
fnp-5226	183	2	:	:	PUNCT
fnp-5226	183	3	https://doi.org/10.1038/modpathol.2015.151	https://doi.org/10.1038/modpathol.2015.151	NOUN
fnp-5226	183	4	.	.	PUNCT
fnp-5226	184	1	5	5	NUM
fnp-5226	184	2	.	.	NOUN
fnp-5226	184	3	mete	mete	ADJ
fnp-5226	184	4	o	o	NOUN
fnp-5226	184	5	,	,	PUNCT
fnp-5226	184	6	kefeli	kefeli	PROPN
fnp-5226	184	7	m	m	PROPN
fnp-5226	184	8	,	,	PUNCT
fnp-5226	184	9	caliskan	caliskan	PROPN
fnp-5226	184	10	s	s	PROPN
fnp-5226	184	11	,	,	PUNCT
fnp-5226	184	12	asa	asa	PROPN
fnp-5226	184	13	sl	sl	PROPN
fnp-5226	184	14	.	.	PUNCT
fnp-5226	184	15	gata3	gata3	PROPN
fnp-5226	185	1	immunoreactivity	immunoreactivity	PROPN
fnp-5226	185	2	expands	expand	VERB
fnp-5226	185	3	the	the	DET
fnp-5226	185	4	transcription	transcription	NOUN
fnp-5226	185	5	factor	factor	NOUN
fnp-5226	185	6	profile	profile	NOUN
fnp-5226	185	7	of	of	ADP
fnp-5226	185	8	pituitary	pituitary	ADJ
fnp-5226	185	9	neuroendocrine	neuroendocrine	ADJ
fnp-5226	185	10	tumors	tumor	NOUN
fnp-5226	185	11	.	.	PUNCT
fnp-5226	186	1	mod	mod	PROPN
fnp-5226	186	2	pathol	pathol	NOUN
fnp-5226	186	3	.	.	PUNCT
fnp-5226	187	1	2019;32(4):484	2019;32(4):484	NUM
fnp-5226	187	2	-	-	SYM
fnp-5226	187	3	9	9	NUM
fnp-5226	187	4	.	.	PUNCT
fnp-5226	187	5	doi	doi	NOUN
fnp-5226	187	6	:	:	PUNCT
fnp-5226	187	7	https://doi.org/10.1038/s41379-018-0167-7	https://doi.org/10.1038/s41379-018-0167-7	NUM
fnp-5226	187	8	.	.	PUNCT
fnp-5226	188	1	6	6	X
fnp-5226	188	2	.	.	X
fnp-5226	188	3	hickman	hickman	PROPN
fnp-5226	188	4	ra	ra	PROPN
fnp-5226	188	5	,	,	PUNCT
fnp-5226	188	6	bruce	bruce	PROPN
fnp-5226	188	7	jn	jn	PROPN
fnp-5226	188	8	,	,	PUNCT
fnp-5226	188	9	otten	otten	PROPN
fnp-5226	188	10	m	m	PROPN
fnp-5226	188	11	,	,	PUNCT
fnp-5226	188	12	khandji	khandji	PROPN
fnp-5226	188	13	ag	ag	PROPN
fnp-5226	188	14	,	,	PUNCT
fnp-5226	188	15	flowers	flowers	PROPN
fnp-5226	188	16	xe	xe	PROPN
fnp-5226	188	17	,	,	PUNCT
fnp-5226	188	18	siegelin	siegelin	PROPN
fnp-5226	188	19	m	m	PROPN
fnp-5226	188	20	,	,	PUNCT
fnp-5226	188	21	et	et	PROPN
fnp-5226	188	22	al	al	PROPN
fnp-5226	188	23	.	.	PROPN
fnp-5226	188	24	gonadotroph	gonadotroph	PROPN
fnp-5226	188	25	tumours	tumours	PROPN
fnp-5226	188	26	with	with	ADP
fnp-5226	188	27	a	a	DET
fnp-5226	188	28	low	low	ADJ
fnp-5226	188	29	sf-1	sf-1	PRON
fnp-5226	188	30	labelling	labelling	NOUN
fnp-5226	188	31	index	index	NOUN
fnp-5226	188	32	are	be	AUX
fnp-5226	188	33	more	more	ADV
fnp-5226	188	34	likely	likely	ADJ
fnp-5226	188	35	to	to	PART
fnp-5226	188	36	recur	recur	VERB
fnp-5226	188	37	and	and	CCONJ
fnp-5226	188	38	are	be	AUX
fnp-5226	188	39	associated	associate	VERB
fnp-5226	188	40	with	with	ADP
fnp-5226	188	41	enrichment	enrichment	NOUN
fnp-5226	188	42	of	of	ADP
fnp-5226	188	43	the	the	DET
fnp-5226	188	44	pi3k	pi3k	PROPN
fnp-5226	188	45	-	-	PUNCT
fnp-5226	188	46	akt	akt	PROPN
fnp-5226	188	47	pathway	pathway	NOUN
fnp-5226	188	48	.	.	PUNCT
fnp-5226	189	1	neuropathol	neuropathol	NOUN
fnp-5226	189	2	appl	appl	PROPN
fnp-5226	189	3	neurobiol	neurobiol	PROPN
fnp-5226	189	4	.	.	PUNCT
fnp-5226	190	1	2021;47(3):415	2021;47(3):415	NUM
fnp-5226	190	2	-	-	SYM
fnp-5226	190	3	27	27	NUM
fnp-5226	190	4	.	.	PUNCT
fnp-5226	191	1	doi	doi	NOUN
fnp-5226	191	2	:	:	PUNCT
fnp-5226	192	1	https://doi.org/10.1111/nan.12675	https://doi.org/10.1111/nan.12675	INTJ
fnp-5226	192	2	.	.	PROPN
fnp-5226	193	1	7	7	X
fnp-5226	193	2	.	.	X
fnp-5226	193	3	ricklefs	ricklefs	PROPN
fnp-5226	193	4	fl	fl	PROPN
fnp-5226	193	5	,	,	PUNCT
fnp-5226	193	6	fita	fita	PROPN
fnp-5226	193	7	kd	kd	PROPN
fnp-5226	193	8	,	,	PUNCT
fnp-5226	193	9	rotermund	rotermund	ADJ
fnp-5226	193	10	r	r	NOUN
fnp-5226	193	11	,	,	PUNCT
fnp-5226	193	12	piffko	piffko	NOUN
fnp-5226	193	13	a	a	PRON
fnp-5226	193	14	,	,	PUNCT
fnp-5226	193	15	schmid	schmid	PROPN
fnp-5226	193	16	s	s	PROPN
fnp-5226	193	17	,	,	PUNCT
fnp-5226	193	18	capper	capper	NOUN
fnp-5226	193	19	d	d	NOUN
fnp-5226	193	20	,	,	PUNCT
fnp-5226	193	21	et	et	PROPN
fnp-5226	193	22	al	al	PROPN
fnp-5226	193	23	.	.	PUNCT
fnp-5226	193	24	genome	genome	NOUN
fnp-5226	193	25	-	-	PUNCT
fnp-5226	193	26	wide	wide	ADJ
fnp-5226	193	27	dna	dna	PROPN
fnp-5226	193	28	methylation	methylation	NOUN
fnp-5226	193	29	profiles	profile	NOUN
fnp-5226	193	30	distinguish	distinguish	VERB
fnp-5226	193	31	silent	silent	ADJ
fnp-5226	193	32	from	from	ADP
fnp-5226	193	33	non	non	ADJ
fnp-5226	193	34	-	-	ADJ
fnp-5226	193	35	silent	silent	ADJ
fnp-5226	193	36	acth	acth	NOUN
fnp-5226	193	37	adenomas	adenoma	NOUN
fnp-5226	193	38	.	.	PUNCT
fnp-5226	194	1	acta	acta	PROPN
fnp-5226	194	2	neuropathol	neuropathol	PROPN
fnp-5226	194	3	.	.	PUNCT
fnp-5226	195	1	2020;140(1):95	2020;140(1):95	NUM
fnp-5226	195	2	-	-	SYM
fnp-5226	195	3	7	7	NUM
fnp-5226	195	4	.	.	PUNCT
fnp-5226	195	5	doi	doi	NOUN
fnp-5226	195	6	:	:	PUNCT
fnp-5226	195	7	https://doi.org/10.1007/s00401-020-02149-3	https://doi.org/10.1007/s00401-020-02149-3	NUM
fnp-5226	195	8	.	.	PUNCT
fnp-5226	196	1	8	8	X
fnp-5226	196	2	.	.	PUNCT
fnp-5226	196	3	horvath	horvath	PROPN
fnp-5226	196	4	e	e	PROPN
fnp-5226	196	5	,	,	PUNCT
fnp-5226	196	6	kovacs	kovacs	PROPN
fnp-5226	196	7	k	k	PROPN
fnp-5226	196	8	,	,	PUNCT
fnp-5226	196	9	singer	singer	NOUN
fnp-5226	196	10	w	w	PROPN
fnp-5226	196	11	,	,	PUNCT
fnp-5226	196	12	smyth	smyth	PROPN
fnp-5226	196	13	hs	hs	PROPN
fnp-5226	196	14	,	,	PUNCT
fnp-5226	196	15	killinger	killinger	PROPN
fnp-5226	196	16	dw	dw	PROPN
fnp-5226	196	17	,	,	PUNCT
fnp-5226	196	18	erzin	erzin	VERB
fnp-5226	196	19	c	c	PROPN
fnp-5226	196	20	,	,	PUNCT
fnp-5226	196	21	et	et	PROPN
fnp-5226	196	22	al	al	PROPN
fnp-5226	196	23	.	.	PROPN
fnp-5226	196	24	acidophil	acidophil	PROPN
fnp-5226	196	25	stem	stem	NOUN
fnp-5226	196	26	cell	cell	NOUN
fnp-5226	196	27	adenoma	adenoma	ADV
fnp-5226	196	28	of	of	ADP
fnp-5226	196	29	the	the	DET
fnp-5226	196	30	human	human	ADJ
fnp-5226	196	31	pituitary	pituitary	NOUN
fnp-5226	196	32	:	:	PUNCT
fnp-5226	196	33	clinicopathologic	clinicopathologic	ADJ
fnp-5226	196	34	analysis	analysis	NOUN
fnp-5226	196	35	of	of	ADP
fnp-5226	196	36	15	15	NUM
fnp-5226	196	37	cases	case	NOUN
fnp-5226	196	38	.	.	PUNCT
fnp-5226	197	1	cancer	cancer	NOUN
fnp-5226	197	2	.	.	PUNCT
fnp-5226	198	1	1981;47(4):761	1981;47(4):761	NUM
fnp-5226	198	2	-	-	SYM
fnp-5226	198	3	71	71	NUM
fnp-5226	198	4	.	.	PUNCT
fnp-5226	199	1	doi	doi	NOUN
fnp-5226	199	2	:	:	PUNCT
fnp-5226	199	3	https://doi.org/10.1002/1097-0142(19810215)47:43.0.co;2-l	https://doi.org/10.1002/1097-0142(19810215)47:43.0.co;2-l	NOUN
fnp-5226	199	4	.	.	PUNCT
fnp-5226	200	1	9	9	X
fnp-5226	200	2	.	.	X
fnp-5226	200	3	ho	ho	PROPN
fnp-5226	200	4	kky	kky	PROPN
fnp-5226	200	5	,	,	PUNCT
fnp-5226	200	6	fleseriu	fleseriu	PROPN
fnp-5226	200	7	m	m	PROPN
fnp-5226	200	8	,	,	PUNCT
fnp-5226	200	9	wass	wass	PROPN
fnp-5226	200	10	j	j	PROPN
fnp-5226	200	11	,	,	PUNCT
fnp-5226	200	12	van	van	PROPN
fnp-5226	200	13	der	der	PROPN
fnp-5226	200	14	lely	lely	ADV
fnp-5226	200	15	a	a	X
fnp-5226	200	16	,	,	PUNCT
fnp-5226	200	17	barkan	barkan	PROPN
fnp-5226	200	18	a	a	PRON
fnp-5226	200	19	,	,	PUNCT
fnp-5226	200	20	giustina	giustina	PROPN
fnp-5226	200	21	a	a	PROPN
fnp-5226	200	22	,	,	PUNCT
fnp-5226	200	23	et	et	PROPN
fnp-5226	200	24	al	al	PROPN
fnp-5226	200	25	.	.	PUNCT
fnp-5226	201	1	a	a	DET
fnp-5226	201	2	tale	tale	NOUN
fnp-5226	201	3	of	of	ADP
fnp-5226	201	4	pituitary	pituitary	ADJ
fnp-5226	201	5	adenomas	adenoma	NOUN
fnp-5226	201	6	:	:	PUNCT
fnp-5226	201	7	to	to	PART
fnp-5226	201	8	net	net	NOUN
fnp-5226	201	9	or	or	CCONJ
fnp-5226	201	10	not	not	PART
fnp-5226	201	11	to	to	PART
fnp-5226	201	12	net	net	ADJ
fnp-5226	201	13	:	:	PUNCT
fnp-5226	201	14	pituitary	pituitary	ADJ
fnp-5226	201	15	society	society	NOUN
fnp-5226	201	16	position	position	NOUN
fnp-5226	201	17	statement	statement	NOUN
fnp-5226	201	18	.	.	PUNCT
fnp-5226	202	1	pituitary	pituitary	NOUN
fnp-5226	202	2	.	.	PUNCT
fnp-5226	203	1	2019;22(6):569	2019;22(6):569	NUM
fnp-5226	203	2	-	-	SYM
fnp-5226	203	3	73	73	NUM
fnp-5226	203	4	.	.	PUNCT
fnp-5226	204	1	doi	doi	NOUN
fnp-5226	204	2	:	:	PUNCT
fnp-5226	204	3	https://doi.org/10.1007/s11102-019-00988-2	https://doi.org/10.1007/s11102-019-00988-2	NUM
fnp-5226	204	4	.	.	PUNCT
fnp-5226	205	1	10	10	NUM
fnp-5226	205	2	.	.	X
fnp-5226	205	3	asa	asa	PROPN
fnp-5226	205	4	sl	sl	PROPN
fnp-5226	205	5	,	,	PUNCT
fnp-5226	205	6	mete	mete	ADJ
fnp-5226	205	7	o	o	NOUN
fnp-5226	205	8	,	,	PUNCT
fnp-5226	205	9	perry	perry	PROPN
fnp-5226	205	10	a	a	PRON
fnp-5226	205	11	,	,	PUNCT
fnp-5226	205	12	osamura	osamura	NOUN
fnp-5226	205	13	ry	ry	NOUN
fnp-5226	205	14	.	.	PROPN
fnp-5226	205	15	overview	overview	NOUN
fnp-5226	205	16	of	of	ADP
fnp-5226	205	17	the	the	DET
fnp-5226	205	18	2022	2022	NUM
fnp-5226	205	19	who	who	PRON
fnp-5226	205	20	classification	classification	NOUN
fnp-5226	205	21	of	of	ADP
fnp-5226	205	22	pituitary	pituitary	ADJ
fnp-5226	205	23	tumors	tumor	NOUN
fnp-5226	205	24	.	.	PUNCT
fnp-5226	206	1	endocr	endocr	PROPN
fnp-5226	206	2	pathol	pathol	PROPN
fnp-5226	206	3	.	.	PUNCT
fnp-5226	207	1	2022;33(1):6	2022;33(1):6	NUM
fnp-5226	207	2	-	-	SYM
fnp-5226	207	3	26	26	NUM
fnp-5226	207	4	.	.	PUNCT
fnp-5226	208	1	doi	doi	NOUN
fnp-5226	208	2	:	:	PUNCT
fnp-5226	208	3	https://doi.org/10.1007/s12022-022-09703-7	https://doi.org/10.1007/s12022-022-09703-7	NUM
fnp-5226	208	4	.	.	PUNCT
fnp-5226	209	1	11	11	NUM
fnp-5226	209	2	.	.	PUNCT
fnp-5226	209	3	mcdonald	mcdonald	PROPN
fnp-5226	209	4	wc	wc	PROPN
fnp-5226	209	5	,	,	PUNCT
fnp-5226	209	6	banerji	banerji	PROPN
fnp-5226	209	7	n	n	CCONJ
fnp-5226	209	8	,	,	PUNCT
fnp-5226	209	9	mcdonald	mcdonald	PROPN
fnp-5226	209	10	kn	kn	PROPN
fnp-5226	209	11	,	,	PUNCT
fnp-5226	209	12	ho	ho	PROPN
fnp-5226	209	13	b	b	PROPN
fnp-5226	209	14	,	,	PUNCT
fnp-5226	209	15	macias	macias	PROPN
fnp-5226	209	16	v	v	PROPN
fnp-5226	209	17	,	,	PUNCT
fnp-5226	209	18	kajdacsy	kajdacsy	PROPN
fnp-5226	209	19	-	-	PUNCT
fnp-5226	209	20	balla	balla	X
fnp-5226	209	21	a.	a.	NOUN
fnp-5226	209	22	steroidogenic	steroidogenic	ADJ
fnp-5226	209	23	factor	factor	NOUN
fnp-5226	209	24	1	1	NUM
fnp-5226	209	25	,	,	PUNCT
fnp-5226	209	26	pit-1	pit-1	ADV
fnp-5226	209	27	,	,	PUNCT
fnp-5226	209	28	and	and	CCONJ
fnp-5226	209	29	adrenocorticotropic	adrenocorticotropic	NOUN
fnp-5226	209	30	hormone	hormone	NOUN
fnp-5226	209	31	:	:	PUNCT
fnp-5226	209	32	a	a	DET
fnp-5226	209	33	rational	rational	ADJ
fnp-5226	209	34	starting	starting	NOUN
fnp-5226	209	35	place	place	NOUN
fnp-5226	209	36	for	for	ADP
fnp-5226	209	37	the	the	DET
fnp-5226	209	38	immunohistochemical	immunohistochemical	ADJ
fnp-5226	209	39	characterization	characterization	NOUN
fnp-5226	209	40	of	of	ADP
fnp-5226	209	41	pituitary	pituitary	ADJ
fnp-5226	209	42	adenoma	adenoma	NOUN
fnp-5226	209	43	.	.	PUNCT
fnp-5226	210	1	arch	arch	ADJ
fnp-5226	210	2	pathol	pathol	NOUN
fnp-5226	210	3	lab	lab	NOUN
fnp-5226	210	4	med	me	VERB
fnp-5226	210	5	.	.	PUNCT
fnp-5226	211	1	2017;141(1):104	2017;141(1):104	X
fnp-5226	211	2	-	-	PUNCT
fnp-5226	211	3	12	12	NUM
fnp-5226	211	4	.	.	PUNCT
fnp-5226	212	1	doi	doi	NOUN
fnp-5226	212	2	:	:	PUNCT
fnp-5226	212	3	https://doi.org/10.5858/arpa.2016-0082-oa	https://doi.org/10.5858/arpa.2016-0082-oa	PROPN
fnp-5226	212	4	.	.	PUNCT
fnp-5226	213	1	12	12	NUM
fnp-5226	213	2	.	.	PUNCT
fnp-5226	214	1	wang	wang	PROPN
fnp-5226	214	2	a	a	PROPN
fnp-5226	214	3	,	,	PUNCT
fnp-5226	214	4	gill	gill	PROPN
fnp-5226	214	5	a	a	X
fnp-5226	214	6	,	,	PUNCT
fnp-5226	214	7	martinez	martinez	PROPN
fnp-5226	214	8	-	-	PUNCT
fnp-5226	214	9	lage	lage	PROPN
fnp-5226	214	10	m.	m.	NOUN
fnp-5226	214	11	expression	expression	NOUN
fnp-5226	214	12	of	of	ADP
fnp-5226	214	13	gata-3	gata-3	PROPN
fnp-5226	214	14	in	in	ADP
fnp-5226	214	15	human	human	ADJ
fnp-5226	214	16	pituitary	pituitary	ADJ
fnp-5226	214	17	adenomas	adenoma	NOUN
fnp-5226	214	18	and	and	CCONJ
fnp-5226	214	19	other	other	ADJ
fnp-5226	214	20	sellar	sellar	ADJ
fnp-5226	214	21	and	and	CCONJ
fnp-5226	214	22	parasellar	parasellar	ADJ
fnp-5226	214	23	neoplasms	neoplasm	NOUN
fnp-5226	214	24	.	.	PUNCT
fnp-5226	215	1	american	american	PROPN
fnp-5226	215	2	association	association	PROPN
fnp-5226	215	3	of	of	ADP
fnp-5226	215	4	neuropathologists	neuropathologists	PROPN
fnp-5226	215	5	,	,	PUNCT
fnp-5226	215	6	inc	inc	PROPN
fnp-5226	215	7	;	;	PUNCT
fnp-5226	215	8	june	june	PROPN
fnp-5226	215	9	18	18	NUM
fnp-5226	215	10	,	,	PUNCT
fnp-5226	215	11	2016	2016	NUM
fnp-5226	215	12	;	;	PUNCT
fnp-5226	215	13	baltimore	baltimore	PROPN
fnp-5226	215	14	:	:	PUNCT
fnp-5226	215	15	j	j	PROPN
fnp-5226	215	16	neuropathol	neuropathol	PROPN
fnp-5226	215	17	exp	exp	PROPN
fnp-5226	215	18	neurol	neurol	NOUN
fnp-5226	215	19	;	;	PUNCT
fnp-5226	215	20	2016	2016	NUM
fnp-5226	215	21	.	.	PUNCT
fnp-5226	216	1	p.	p.	NOUN
fnp-5226	216	2	615	615	NUM
fnp-5226	216	3	.	.	PUNCT
fnp-5226	216	4	13	13	NUM
fnp-5226	216	5	.	.	PUNCT
fnp-5226	217	1	allred	allred	PROPN
fnp-5226	217	2	dc	dc	PROPN
fnp-5226	217	3	,	,	PUNCT
fnp-5226	217	4	harvey	harvey	PROPN
fnp-5226	217	5	jm	jm	PROPN
fnp-5226	217	6	,	,	PUNCT
fnp-5226	217	7	berardo	berardo	PROPN
fnp-5226	217	8	m	m	PROPN
fnp-5226	217	9	,	,	PUNCT
fnp-5226	217	10	clark	clark	PROPN
fnp-5226	217	11	gm	gm	PROPN
fnp-5226	217	12	.	.	PUNCT
fnp-5226	218	1	prognostic	prognostic	ADJ
fnp-5226	218	2	and	and	CCONJ
fnp-5226	218	3	predictive	predictive	ADJ
fnp-5226	218	4	factors	factor	NOUN
fnp-5226	218	5	in	in	ADP
fnp-5226	218	6	breast	breast	NOUN
fnp-5226	218	7	cancer	cancer	NOUN
fnp-5226	218	8	by	by	ADP
fnp-5226	218	9	immunohistochemical	immunohistochemical	ADJ
fnp-5226	218	10	analysis	analysis	NOUN
fnp-5226	218	11	.	.	PUNCT
fnp-5226	219	1	mod	mod	PROPN
fnp-5226	219	2	pathol	pathol	PROPN
fnp-5226	219	3	.	.	PUNCT
fnp-5226	220	1	1998;11(2):155	1998;11(2):155	NUM
fnp-5226	220	2	-	-	SYM
fnp-5226	220	3	68	68	NUM
fnp-5226	220	4	.	.	PUNCT
fnp-5226	221	1	14	14	NUM
fnp-5226	221	2	.	.	PUNCT
fnp-5226	222	1	mcdonald	mcdonald	PROPN
fnp-5226	222	2	wc	wc	PROPN
fnp-5226	222	3	,	,	PUNCT
fnp-5226	222	4	mcdonald	mcdonald	PROPN
fnp-5226	222	5	kn	kn	PROPN
fnp-5226	222	6	,	,	PUNCT
fnp-5226	222	7	helmer	helmer	NOUN
fnp-5226	222	8	ja	ja	PROPN
fnp-5226	222	9	,	,	PUNCT
fnp-5226	222	10	ho	ho	PROPN
fnp-5226	222	11	b	b	PROPN
fnp-5226	222	12	,	,	PUNCT
fnp-5226	222	13	wang	wang	PROPN
fnp-5226	222	14	a	a	PROPN
fnp-5226	222	15	,	,	PUNCT
fnp-5226	222	16	banerji	banerji	PROPN
fnp-5226	222	17	n.	n.	NOUN
fnp-5226	222	18	the	the	DET
fnp-5226	222	19	role	role	NOUN
fnp-5226	222	20	of	of	ADP
fnp-5226	222	21	t	t	PROPN
fnp-5226	222	22	-	-	PUNCT
fnp-5226	222	23	box	box	NOUN
fnp-5226	222	24	transcription	transcription	NOUN
fnp-5226	222	25	factor	factor	NOUN
fnp-5226	222	26	in	in	ADP
fnp-5226	222	27	a	a	DET
fnp-5226	222	28	pituitary	pituitary	ADJ
fnp-5226	222	29	adenoma	adenoma	ADJ
fnp-5226	222	30	diagnostic	diagnostic	ADJ
fnp-5226	222	31	algorithm	algorithm	NOUN
fnp-5226	222	32	.	.	PUNCT
fnp-5226	223	1	arch	arch	ADJ
fnp-5226	223	2	pathol	pathol	NOUN
fnp-5226	223	3	lab	lab	NOUN
fnp-5226	223	4	med	me	VERB
fnp-5226	223	5	.	.	PUNCT
fnp-5226	224	1	2021;145(5):592	2021;145(5):592	NUM
fnp-5226	224	2	-	-	SYM
fnp-5226	224	3	8	8	NUM
fnp-5226	224	4	.	.	PUNCT
fnp-5226	224	5	doi	doi	NOUN
fnp-5226	224	6	:	:	PUNCT
fnp-5226	224	7	https://doi.org/10.5858/arpa.2020-0091-oa	https://doi.org/10.5858/arpa.2020-0091-oa	PROPN
fnp-5226	224	8	.	.	X
fnp-5226	224	9	15	15	NUM
fnp-5226	224	10	.	.	X
fnp-5226	225	1	posit	posit	NOUN
fnp-5226	225	2	team	team	NOUN
fnp-5226	225	3	.	.	PUNCT
fnp-5226	226	1	rstudio	rstudio	NOUN
fnp-5226	226	2	:	:	PUNCT
fnp-5226	226	3	integrated	integrate	VERB
fnp-5226	226	4	development	development	NOUN
fnp-5226	226	5	environment	environment	NOUN
fnp-5226	226	6	for	for	ADP
fnp-5226	226	7	r.	r.	PROPN
fnp-5226	226	8	boston	boston	PROPN
fnp-5226	226	9	,	,	PUNCT
fnp-5226	226	10	ma	ma	PROPN
fnp-5226	226	11	:	:	PUNCT
fnp-5226	226	12	posit	posit	PROPN
fnp-5226	226	13	software	software	PROPN
fnp-5226	226	14	,	,	PUNCT
fnp-5226	226	15	pbc	pbc	PROPN
fnp-5226	226	16	;	;	PUNCT
fnp-5226	226	17	2023	2023	NUM
fnp-5226	226	18	.	.	PUNCT
fnp-5226	227	1	16	16	NUM
fnp-5226	227	2	.	.	PUNCT
fnp-5226	228	1	r	r	NOUN
fnp-5226	228	2	core	core	NOUN
fnp-5226	228	3	team	team	NOUN
fnp-5226	228	4	.	.	PUNCT
fnp-5226	229	1	r	r	X
fnp-5226	229	2	:	:	PUNCT
fnp-5226	229	3	a	a	DET
fnp-5226	229	4	language	language	NOUN
fnp-5226	229	5	and	and	CCONJ
fnp-5226	229	6	environment	environment	NOUN
fnp-5226	229	7	for	for	ADP
fnp-5226	229	8	statistical	statistical	ADJ
fnp-5226	229	9	computing	computing	NOUN
fnp-5226	229	10	.	.	PUNCT
fnp-5226	230	1	vienna	vienna	PROPN
fnp-5226	230	2	,	,	PUNCT
fnp-5226	230	3	austria	austria	PROPN
fnp-5226	230	4	:	:	PUNCT
fnp-5226	230	5	r	r	NOUN
fnp-5226	230	6	foundation	foundation	NOUN
fnp-5226	230	7	for	for	ADP
fnp-5226	230	8	statistical	statistical	ADJ
fnp-5226	230	9	computing	computing	NOUN
fnp-5226	230	10	;	;	PUNCT
fnp-5226	230	11	2023	2023	NUM
fnp-5226	230	12	.	.	PUNCT
fnp-5226	231	1	17	17	NUM
fnp-5226	231	2	.	.	X
fnp-5226	231	3	asa	asa	PROPN
fnp-5226	231	4	sl	sl	PROPN
fnp-5226	231	5	,	,	PUNCT
fnp-5226	231	6	mete	mete	ADJ
fnp-5226	231	7	o	o	NOUN
fnp-5226	231	8	,	,	PUNCT
fnp-5226	231	9	riddle	riddle	PROPN
fnp-5226	231	10	nd	nd	NUM
fnp-5226	231	11	,	,	PUNCT
fnp-5226	231	12	perry	perry	PROPN
fnp-5226	231	13	a.	a.	PROPN
fnp-5226	231	14	multilineage	multilineage	PROPN
fnp-5226	231	15	pituitary	pituitary	ADJ
fnp-5226	231	16	neuroendocrine	neuroendocrine	NOUN
fnp-5226	231	17	tumors	tumor	NOUN
fnp-5226	231	18	(	(	PUNCT
fnp-5226	231	19	pitnets	pitnet	NOUN
fnp-5226	231	20	)	)	PUNCT
fnp-5226	231	21	expressing	express	VERB
fnp-5226	231	22	pit1	pit1	PROPN
fnp-5226	231	23	and	and	CCONJ
fnp-5226	231	24	sf1	sf1	PROPN
fnp-5226	231	25	.	.	PUNCT
fnp-5226	231	26	endocr	endocr	PROPN
fnp-5226	231	27	pathol	pathol	PROPN
fnp-5226	231	28	.	.	PUNCT
fnp-5226	232	1	2023;34(3):273	2023;34(3):273	NUM
fnp-5226	232	2	-	-	PUNCT
fnp-5226	232	3	8	8	NUM
fnp-5226	232	4	.	.	PUNCT
fnp-5226	233	1	doi	doi	NOUN
fnp-5226	233	2	:	:	PUNCT
fnp-5226	233	3	https://doi.org/10.1007/s12022-023-09777-x	https://doi.org/10.1007/s12022-023-09777-x	NOUN
fnp-5226	233	4	.	.	PROPN
fnp-5226	233	5	18	18	NUM
fnp-5226	233	6	.	.	PUNCT
fnp-5226	233	7	mete	mete	ADJ
fnp-5226	233	8	o	o	NOUN
fnp-5226	233	9	,	,	PUNCT
fnp-5226	233	10	cintosun	cintosun	PROPN
fnp-5226	233	11	a	a	PRON
fnp-5226	233	12	,	,	PUNCT
fnp-5226	233	13	pressman	pressman	NOUN
fnp-5226	233	14	i	i	PROPN
fnp-5226	233	15	,	,	PUNCT
fnp-5226	233	16	asa	asa	PROPN
fnp-5226	233	17	sl	sl	PROPN
fnp-5226	233	18	.	.	PUNCT
fnp-5226	234	1	epidemiology	epidemiology	NOUN
fnp-5226	234	2	and	and	CCONJ
fnp-5226	234	3	biomarker	biomarker	NOUN
fnp-5226	234	4	profile	profile	NOUN
fnp-5226	234	5	of	of	ADP
fnp-5226	234	6	pituitary	pituitary	ADJ
fnp-5226	234	7	adenohypophysial	adenohypophysial	ADJ
fnp-5226	234	8	tumors	tumor	NOUN
fnp-5226	234	9	.	.	PUNCT
fnp-5226	235	1	mod	mod	PROPN
fnp-5226	235	2	pathol	pathol	NOUN
fnp-5226	235	3	.	.	PUNCT
fnp-5226	236	1	2018;31(6):900	2018;31(6):900	NUM
fnp-5226	236	2	-	-	SYM
fnp-5226	236	3	9	9	NUM
fnp-5226	236	4	.	.	PUNCT
fnp-5226	236	5	doi	doi	NOUN
fnp-5226	236	6	:	:	PUNCT
fnp-5226	236	7	https://doi.org/10.1038/s41379-018-0016-8	https://doi.org/10.1038/s41379-018-0016-8	NUM
fnp-5226	236	8	.	.	PUNCT
fnp-5226	237	1	19	19	NUM
fnp-5226	237	2	.	.	X
fnp-5226	237	3	neou	neou	PROPN
fnp-5226	237	4	m	m	PROPN
fnp-5226	237	5	,	,	PUNCT
fnp-5226	237	6	villa	villa	PROPN
fnp-5226	237	7	c	c	PROPN
fnp-5226	237	8	,	,	PUNCT
fnp-5226	237	9	armignacco	armignacco	NOUN
fnp-5226	237	10	r	r	NOUN
fnp-5226	237	11	,	,	PUNCT
fnp-5226	237	12	jouinot	jouinot	ADV
fnp-5226	237	13	a	a	PRON
fnp-5226	237	14	,	,	PUNCT
fnp-5226	237	15	raffin	raffin	NOUN
fnp-5226	237	16	-	-	PUNCT
fnp-5226	237	17	sanson	sanson	PROPN
fnp-5226	237	18	ml	ml	PROPN
fnp-5226	237	19	,	,	PUNCT
fnp-5226	237	20	septier	septier	ADV
fnp-5226	237	21	a	a	PRON
fnp-5226	237	22	,	,	PUNCT
fnp-5226	237	23	et	et	PROPN
fnp-5226	237	24	al	al	PROPN
fnp-5226	237	25	.	.	PUNCT
fnp-5226	238	1	pangenomic	pangenomic	ADJ
fnp-5226	238	2	classification	classification	NOUN
fnp-5226	238	3	of	of	ADP
fnp-5226	238	4	pituitary	pituitary	ADJ
fnp-5226	238	5	neuroendocrine	neuroendocrine	ADJ
fnp-5226	238	6	tumors	tumor	NOUN
fnp-5226	238	7	.	.	PUNCT
fnp-5226	239	1	cancer	cancer	NOUN
fnp-5226	239	2	cell	cell	NOUN
fnp-5226	239	3	.	.	PUNCT
fnp-5226	240	1	2020;37(1):123	2020;37(1):123	NUM
fnp-5226	240	2	-	-	SYM
fnp-5226	240	3	34	34	NUM
fnp-5226	240	4	e5	e5	PROPN
fnp-5226	240	5	.	.	PUNCT
fnp-5226	241	1	doi	doi	NOUN
fnp-5226	241	2	:	:	PUNCT
fnp-5226	241	3	https://doi.org/10.1016/j.ccell.2019.11.002	https://doi.org/10.1016/j.ccell.2019.11.002	NOUN
fnp-5226	241	4	.	.	PUNCT
fnp-5226	242	1	20	20	NUM
fnp-5226	242	2	.	.	X
fnp-5226	243	1	louis	louis	PROPN
fnp-5226	243	2	dn	dn	PROPN
fnp-5226	243	3	.	.	PUNCT
fnp-5226	244	1	a	a	DET
fnp-5226	244	2	vade	vade	ADJ
fnp-5226	244	3	mecum	mecum	NOUN
fnp-5226	244	4	for	for	ADP
fnp-5226	244	5	crossing	cross	VERB
fnp-5226	244	6	the	the	DET
fnp-5226	244	7	second	second	ADJ
fnp-5226	244	8	translational	translational	ADJ
fnp-5226	244	9	"	"	PUNCT
fnp-5226	244	10	valley	valley	NOUN
fnp-5226	244	11	of	of	ADP
fnp-5226	244	12	death	death	NOUN
fnp-5226	244	13	"	"	PUNCT
fnp-5226	244	14	in	in	ADP
fnp-5226	244	15	brain	brain	NOUN
fnp-5226	244	16	tumor	tumor	NOUN
fnp-5226	244	17	classification	classification	NOUN
fnp-5226	244	18	.	.	PUNCT
fnp-5226	245	1	brain	brain	NOUN
fnp-5226	245	2	pathol	pathol	NOUN
fnp-5226	245	3	.	.	PUNCT
fnp-5226	246	1	2023	2023	NUM
fnp-5226	246	2	:	:	PUNCT
fnp-5226	246	3	e13183	e13183	PROPN
fnp-5226	246	4	.	.	PUNCT
fnp-5226	246	5	doi	doi	PROPN
fnp-5226	246	6	:	:	PUNCT
fnp-5226	246	7	https://doi.org/10.1111/bpa.13183	https://doi.org/10.1111/bpa.13183	PROPN
fnp-5226	246	8	.	.	PUNCT
fnp-5226	247	1	copyright	copyright	NOUN
fnp-5226	247	2	:	:	PUNCT
fnp-5226	247	3	©	©	PROPN
fnp-5226	247	4	2024	2024	NUM
fnp-5226	247	5	the	the	DET
fnp-5226	247	6	author(s	author(s	NOUN
fnp-5226	247	7	)	)	PUNCT
fnp-5226	247	8	.	.	PUNCT
fnp-5226	248	1	this	this	PRON
fnp-5226	248	2	is	be	AUX
fnp-5226	248	3	an	an	DET
fnp-5226	248	4	open	open	ADJ
fnp-5226	248	5	access	access	NOUN
fnp-5226	248	6	article	article	NOUN
fnp-5226	248	7	distributed	distribute	VERB
fnp-5226	248	8	under	under	ADP
fnp-5226	248	9	the	the	DET
fnp-5226	248	10	terms	term	NOUN
fnp-5226	248	11	of	of	ADP
fnp-5226	248	12	the	the	DET
fnp-5226	248	13	creative	creative	ADJ
fnp-5226	248	14	commons	common	NOUN
fnp-5226	248	15	attribution	attribution	NOUN
fnp-5226	248	16	4.0	4.0	NUM
fnp-5226	248	17	international	international	ADJ
fnp-5226	248	18	license	license	NOUN
fnp-5226	248	19	(	(	PUNCT
fnp-5226	248	20	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
fnp-5226	248	21	)	)	PUNCT
fnp-5226	248	22	,	,	PUNCT
fnp-5226	248	23	which	which	PRON
fnp-5226	248	24	permits	permit	VERB
fnp-5226	248	25	unrestricted	unrestricted	ADJ
fnp-5226	248	26	use	use	NOUN
fnp-5226	248	27	,	,	PUNCT
fnp-5226	248	28	distribution	distribution	NOUN
fnp-5226	248	29	,	,	PUNCT
fnp-5226	248	30	and	and	CCONJ
fnp-5226	248	31	reproduction	reproduction	NOUN
fnp-5226	248	32	in	in	ADP
fnp-5226	248	33	any	any	DET
fnp-5226	248	34	medium	medium	NOUN
fnp-5226	248	35	,	,	PUNCT
fnp-5226	248	36	provided	provide	VERB
fnp-5226	248	37	the	the	DET
fnp-5226	248	38	original	original	ADJ
fnp-5226	248	39	author	author	NOUN
fnp-5226	248	40	and	and	CCONJ
fnp-5226	248	41	source	source	NOUN
fnp-5226	248	42	are	be	AUX
fnp-5226	248	43	credited	credit	VERB
fnp-5226	248	44	,	,	PUNCT
fnp-5226	248	45	a	a	DET
fnp-5226	248	46	link	link	NOUN
fnp-5226	248	47	to	to	ADP
fnp-5226	248	48	the	the	DET
fnp-5226	248	49	creative	creative	ADJ
fnp-5226	248	50	commons	common	NOUN
fnp-5226	248	51	license	license	NOUN
fnp-5226	248	52	is	be	AUX
fnp-5226	248	53	provided	provide	VERB
fnp-5226	248	54	,	,	PUNCT
fnp-5226	248	55	and	and	CCONJ
fnp-5226	248	56	any	any	DET
fnp-5226	248	57	changes	change	NOUN
fnp-5226	248	58	are	be	AUX
fnp-5226	248	59	indicated	indicate	VERB
fnp-5226	248	60	.	.	PUNCT
fnp-5226	249	1	the	the	DET
fnp-5226	249	2	creative	creative	ADJ
fnp-5226	249	3	commons	common	NOUN
fnp-5226	249	4	public	public	ADJ
fnp-5226	249	5	domain	domain	NOUN
fnp-5226	249	6	dedication	dedication	NOUN
fnp-5226	249	7	waiver	waiver	NOUN
fnp-5226	249	8	(	(	PUNCT
fnp-5226	249	9	https://creativecommons.org/publicdomain/zero/1.0/	https://creativecommons.org/publicdomain/zero/1.0/	PROPN
fnp-5226	249	10	)	)	PUNCT
fnp-5226	249	11	applies	apply	VERB
fnp-5226	249	12	to	to	ADP
fnp-5226	249	13	the	the	DET
fnp-5226	249	14	data	datum	NOUN
fnp-5226	249	15	made	make	VERB
fnp-5226	249	16	available	available	ADJ
fnp-5226	249	17	in	in	ADP
fnp-5226	249	18	this	this	DET
fnp-5226	249	19	article	article	NOUN
fnp-5226	249	20	,	,	PUNCT
fnp-5226	249	21	unless	unless	SCONJ
fnp-5226	249	22	otherwise	otherwise	ADV
fnp-5226	249	23	stated	state	VERB
fnp-5226	249	24	.	.	PUNCT