id	sid	tid	token	lemma	pos
amwa-479	1	1	v40	v40	NOUN
amwa-479	1	2	n3	n3	PROPN
amwa-479	1	3	/	/	SYM
amwa-479	1	4	2025	2025	NUM
amwa-479	1	5	©	©	PROPN
amwa-479	1	6	2025	2025	NUM
amwa-479	1	7	american	american	ADJ
amwa-479	1	8	medical	medical	PROPN
amwa-479	1	9	writers	writers	PROPN
amwa-479	1	10	association	association	PROPN
amwa-479	1	11	.	.	PUNCT
amwa-479	2	1	all	all	DET
amwa-479	2	2	rights	right	NOUN
amwa-479	2	3	reserved	reserve	VERB
amwa-479	2	4	.	.	PUNCT
amwa-479	3	1	issn	issn	PROPN
amwa-479	3	2	2163	2163	NUM
amwa-479	3	3	-	-	SYM
amwa-479	3	4	5315	5315	NUM
amwa-479	3	5	amwajournal.org	amwajournal.org	X
amwa-479	3	6	4	4	NUM
amwa-479	3	7	theme	theme	NOUN
amwa-479	3	8	article	article	NOUN
amwa-479	3	9	abstract	abstract	ADJ
amwa-479	3	10	artificial	artificial	ADJ
amwa-479	3	11	intelligence	intelligence	NOUN
amwa-479	3	12	(	(	PUNCT
amwa-479	3	13	ai	ai	VERB
amwa-479	3	14	)	)	PUNCT
amwa-479	3	15	is	be	AUX
amwa-479	3	16	rapidly	rapidly	ADV
amwa-479	3	17	changing	change	VERB
amwa-479	3	18	the	the	DET
amwa-479	3	19	field	field	NOUN
amwa-479	3	20	of	of	ADP
amwa-479	3	21	health	health	NOUN
amwa-479	3	22	communication	communication	NOUN
amwa-479	3	23	.	.	PUNCT
amwa-479	4	1	medical	medical	ADJ
amwa-479	4	2	writers	writer	NOUN
amwa-479	4	3	,	,	PUNCT
amwa-479	4	4	who	who	PRON
amwa-479	4	5	are	be	AUX
amwa-479	4	6	central	central	ADJ
amwa-479	4	7	to	to	ADP
amwa-479	4	8	making	make	VERB
amwa-479	4	9	complex	complex	ADJ
amwa-479	4	10	medical	medical	ADJ
amwa-479	4	11	information	information	NOUN
amwa-479	4	12	understandable	understandable	ADJ
amwa-479	4	13	and	and	CCONJ
amwa-479	4	14	usable	usable	ADJ
amwa-479	4	15	,	,	PUNCT
amwa-479	4	16	now	now	ADV
amwa-479	4	17	face	face	VERB
amwa-479	4	18	both	both	PRON
amwa-479	4	19	new	new	ADJ
amwa-479	4	20	opportunities	opportunity	NOUN
amwa-479	4	21	and	and	CCONJ
amwa-479	4	22	new	new	ADJ
amwa-479	4	23	risks	risk	NOUN
amwa-479	4	24	.	.	PUNCT
amwa-479	5	1	ai	ai	VERB
amwa-479	5	2	can	can	AUX
amwa-479	5	3	speed	speed	VERB
amwa-479	5	4	up	up	ADP
amwa-479	5	5	content	content	NOUN
amwa-479	5	6	creation	creation	NOUN
amwa-479	5	7	,	,	PUNCT
amwa-479	5	8	improve	improve	VERB
amwa-479	5	9	workflow	workflow	NOUN
amwa-479	5	10	efficiency	efficiency	NOUN
amwa-479	5	11	,	,	PUNCT
amwa-479	5	12	and	and	CCONJ
amwa-479	5	13	scale	scale	NOUN
amwa-479	5	14	production	production	NOUN
amwa-479	5	15	.	.	PUNCT
amwa-479	6	1	at	at	ADP
amwa-479	6	2	the	the	DET
amwa-479	6	3	same	same	ADJ
amwa-479	6	4	time	time	NOUN
amwa-479	6	5	,	,	PUNCT
amwa-479	6	6	it	it	PRON
amwa-479	6	7	introduces	introduce	VERB
amwa-479	6	8	concerns	concern	NOUN
amwa-479	6	9	related	relate	VERB
amwa-479	6	10	to	to	ADP
amwa-479	6	11	bias	bias	NOUN
amwa-479	6	12	,	,	PUNCT
amwa-479	6	13	accuracy	accuracy	NOUN
amwa-479	6	14	,	,	PUNCT
amwa-479	6	15	and	and	CCONJ
amwa-479	6	16	accountability	accountability	NOUN
amwa-479	6	17	.	.	PUNCT
amwa-479	7	1	this	this	DET
amwa-479	7	2	paper	paper	NOUN
amwa-479	7	3	focuses	focus	VERB
amwa-479	7	4	on	on	ADP
amwa-479	7	5	3	3	NUM
amwa-479	7	6	core	core	NOUN
amwa-479	7	7	types	type	NOUN
amwa-479	7	8	of	of	ADP
amwa-479	7	9	bias	bias	NOUN
amwa-479	7	10	that	that	PRON
amwa-479	7	11	affect	affect	VERB
amwa-479	7	12	ai	ai	ADJ
amwa-479	7	13	-	-	PUNCT
amwa-479	7	14	generated	generate	VERB
amwa-479	7	15	content	content	NOUN
amwa-479	7	16	:	:	PUNCT
amwa-479	7	17	data	data	NOUN
amwa-479	7	18	-	-	PUNCT
amwa-479	7	19	driven	drive	VERB
amwa-479	7	20	bias	bias	NOUN
amwa-479	7	21	,	,	PUNCT
amwa-479	7	22	algorithmic	algorithmic	ADJ
amwa-479	7	23	bias	bias	NOUN
amwa-479	7	24	,	,	PUNCT
amwa-479	7	25	and	and	CCONJ
amwa-479	7	26	human	human	ADJ
amwa-479	7	27	bias	bias	NOUN
amwa-479	7	28	.	.	PUNCT
amwa-479	8	1	these	these	DET
amwa-479	8	2	biases	bias	NOUN
amwa-479	8	3	often	often	ADV
amwa-479	8	4	arise	arise	VERB
amwa-479	8	5	from	from	ADP
amwa-479	8	6	unrepresentative	unrepresentative	ADJ
amwa-479	8	7	training	training	NOUN
amwa-479	8	8	data	datum	NOUN
amwa-479	8	9	,	,	PUNCT
amwa-479	8	10	flawed	flaw	VERB
amwa-479	8	11	system	system	NOUN
amwa-479	8	12	design	design	NOUN
amwa-479	8	13	,	,	PUNCT
amwa-479	8	14	or	or	CCONJ
amwa-479	8	15	lack	lack	NOUN
amwa-479	8	16	of	of	ADP
amwa-479	8	17	contextual	contextual	ADJ
amwa-479	8	18	understanding	understanding	NOUN
amwa-479	8	19	.	.	PUNCT
amwa-479	9	1	left	leave	VERB
amwa-479	9	2	unchecked	unchecked	ADJ
amwa-479	9	3	,	,	PUNCT
amwa-479	9	4	they	they	PRON
amwa-479	9	5	can	can	AUX
amwa-479	9	6	lead	lead	VERB
amwa-479	9	7	to	to	ADP
amwa-479	9	8	misinformation	misinformation	NOUN
amwa-479	9	9	and	and	CCONJ
amwa-479	9	10	worsen	worsen	VERB
amwa-479	9	11	health	health	NOUN
amwa-479	9	12	disparities	disparity	NOUN
amwa-479	9	13	.	.	PUNCT
amwa-479	10	1	medical	medical	ADJ
amwa-479	10	2	writers	writer	NOUN
amwa-479	10	3	play	play	VERB
amwa-479	10	4	a	a	DET
amwa-479	10	5	critical	critical	ADJ
amwa-479	10	6	role	role	NOUN
amwa-479	10	7	in	in	ADP
amwa-479	10	8	mitigating	mitigate	VERB
amwa-479	10	9	these	these	DET
amwa-479	10	10	risks	risk	NOUN
amwa-479	10	11	by	by	ADP
amwa-479	10	12	evaluating	evaluate	VERB
amwa-479	10	13	ai	ai	VERB
amwa-479	10	14	outputs	output	NOUN
amwa-479	10	15	for	for	ADP
amwa-479	10	16	accuracy	accuracy	NOUN
amwa-479	10	17	,	,	PUNCT
amwa-479	10	18	completeness	completeness	NOUN
amwa-479	10	19	,	,	PUNCT
amwa-479	10	20	and	and	CCONJ
amwa-479	10	21	fairness	fairness	NOUN
amwa-479	10	22	.	.	PUNCT
amwa-479	11	1	when	when	SCONJ
amwa-479	11	2	guided	guide	VERB
amwa-479	11	3	by	by	ADP
amwa-479	11	4	clear	clear	ADJ
amwa-479	11	5	standards	standard	NOUN
amwa-479	11	6	,	,	PUNCT
amwa-479	11	7	collaborative	collaborative	ADJ
amwa-479	11	8	practices	practice	NOUN
amwa-479	11	9	,	,	PUNCT
amwa-479	11	10	and	and	CCONJ
amwa-479	11	11	sound	sound	ADJ
amwa-479	11	12	editorial	editorial	ADJ
amwa-479	11	13	judgments	judgment	NOUN
amwa-479	11	14	,	,	PUNCT
amwa-479	11	15	medical	medical	ADJ
amwa-479	11	16	writers	writer	NOUN
amwa-479	11	17	can	can	AUX
amwa-479	11	18	help	help	VERB
amwa-479	11	19	ensure	ensure	VERB
amwa-479	11	20	that	that	SCONJ
amwa-479	11	21	ai	ai	VERB
amwa-479	11	22	supports	support	NOUN
amwa-479	11	23	ethical	ethical	ADJ
amwa-479	11	24	,	,	PUNCT
amwa-479	11	25	equitable	equitable	ADJ
amwa-479	11	26	,	,	PUNCT
amwa-479	11	27	and	and	CCONJ
amwa-479	11	28	effective	effective	ADJ
amwa-479	11	29	health	health	NOUN
amwa-479	11	30	communication	communication	NOUN
amwa-479	11	31	.	.	PUNCT
amwa-479	12	1	this	this	DET
amwa-479	12	2	paper	paper	NOUN
amwa-479	12	3	offers	offer	VERB
amwa-479	12	4	practical	practical	ADJ
amwa-479	12	5	strategies	strategy	NOUN
amwa-479	12	6	to	to	PART
amwa-479	12	7	help	help	VERB
amwa-479	12	8	medical	medical	ADJ
amwa-479	12	9	writers	writer	NOUN
amwa-479	12	10	integrate	integrate	VERB
amwa-479	12	11	ai	ai	VERB
amwa-479	12	12	tools	tool	NOUN
amwa-479	12	13	responsibly	responsibly	ADV
amwa-479	12	14	without	without	ADP
amwa-479	12	15	compromising	compromise	VERB
amwa-479	12	16	the	the	DET
amwa-479	12	17	integrity	integrity	NOUN
amwa-479	12	18	,	,	PUNCT
amwa-479	12	19	ethics	ethic	NOUN
amwa-479	12	20	,	,	PUNCT
amwa-479	12	21	or	or	CCONJ
amwa-479	12	22	patient	patient	ADJ
amwa-479	12	23	equity	equity	NOUN
amwa-479	12	24	of	of	ADP
amwa-479	12	25	health	health	NOUN
amwa-479	12	26	communication	communication	NOUN
amwa-479	12	27	.	.	PUNCT
amwa-479	13	1	introduction	introduction	NOUN
amwa-479	13	2	health	health	NOUN
amwa-479	13	3	communication	communication	NOUN
amwa-479	13	4	shapes	shape	VERB
amwa-479	13	5	how	how	SCONJ
amwa-479	13	6	people	people	NOUN
amwa-479	13	7	understand	understand	VERB
amwa-479	13	8	medical	medical	ADJ
amwa-479	13	9	information	information	NOUN
amwa-479	13	10	,	,	PUNCT
amwa-479	13	11	make	make	VERB
amwa-479	13	12	care	care	NOUN
amwa-479	13	13	decisions	decision	NOUN
amwa-479	13	14	,	,	PUNCT
amwa-479	13	15	and	and	CCONJ
amwa-479	13	16	engage	engage	VERB
amwa-479	13	17	with	with	ADP
amwa-479	13	18	the	the	DET
amwa-479	13	19	health	health	NOUN
amwa-479	13	20	system	system	NOUN
amwa-479	13	21	.	.	PUNCT
amwa-479	14	1	it	it	PRON
amwa-479	14	2	influences	influence	VERB
amwa-479	14	3	patients	patient	NOUN
amwa-479	14	4	,	,	PUNCT
amwa-479	14	5	clinicians	clinician	NOUN
amwa-479	14	6	,	,	PUNCT
amwa-479	14	7	and	and	CCONJ
amwa-479	14	8	the	the	DET
amwa-479	14	9	public	public	NOUN
amwa-479	14	10	,	,	PUNCT
amwa-479	14	11	affecting	affect	VERB
amwa-479	14	12	everything	everything	PRON
amwa-479	14	13	from	from	ADP
amwa-479	14	14	treatment	treatment	NOUN
amwa-479	14	15	to	to	ADP
amwa-479	14	16	trust	trust	NOUN
amwa-479	14	17	.	.	PUNCT
amwa-479	15	1	medical	medical	ADJ
amwa-479	15	2	writers	writer	NOUN
amwa-479	15	3	are	be	AUX
amwa-479	15	4	central	central	ADJ
amwa-479	15	5	to	to	ADP
amwa-479	15	6	this	this	DET
amwa-479	15	7	work	work	NOUN
amwa-479	15	8	,	,	PUNCT
amwa-479	15	9	translating	translate	VERB
amwa-479	15	10	complex	complex	ADJ
amwa-479	15	11	science	science	NOUN
amwa-479	15	12	into	into	ADP
amwa-479	15	13	clear	clear	ADJ
amwa-479	15	14	,	,	PUNCT
amwa-479	15	15	accurate	accurate	ADJ
amwa-479	15	16	,	,	PUNCT
amwa-479	15	17	and	and	CCONJ
amwa-479	15	18	audience	audience	NOUN
amwa-479	15	19	-	-	PUNCT
amwa-479	15	20	specific	specific	ADJ
amwa-479	15	21	content	content	NOUN
amwa-479	15	22	.	.	PUNCT
amwa-479	16	1	effective	effective	ADJ
amwa-479	16	2	communication	communication	NOUN
amwa-479	16	3	requires	require	VERB
amwa-479	16	4	more	more	ADJ
amwa-479	16	5	than	than	ADP
amwa-479	16	6	accuracy	accuracy	NOUN
amwa-479	16	7	.	.	PUNCT
amwa-479	17	1	language	language	NOUN
amwa-479	17	2	,	,	PUNCT
amwa-479	17	3	tone	tone	NOUN
amwa-479	17	4	,	,	PUNCT
amwa-479	17	5	and	and	CCONJ
amwa-479	17	6	context	context	NOUN
amwa-479	17	7	must	must	AUX
amwa-479	17	8	support	support	VERB
amwa-479	17	9	understanding	understanding	NOUN
amwa-479	17	10	and	and	CCONJ
amwa-479	17	11	reduce	reduce	VERB
amwa-479	17	12	confusion	confusion	NOUN
amwa-479	17	13	.	.	PUNCT
amwa-479	18	1	poor	poor	ADJ
amwa-479	18	2	communication	communication	NOUN
amwa-479	18	3	can	can	AUX
amwa-479	18	4	cause	cause	VERB
amwa-479	18	5	harm	harm	NOUN
amwa-479	18	6	,	,	PUNCT
amwa-479	18	7	whereas	whereas	SCONJ
amwa-479	18	8	strong	strong	ADJ
amwa-479	18	9	communication	communication	NOUN
amwa-479	18	10	improves	improve	VERB
amwa-479	18	11	outcomes	outcome	NOUN
amwa-479	18	12	and	and	CCONJ
amwa-479	18	13	public	public	ADJ
amwa-479	18	14	health	health	NOUN
amwa-479	18	15	.	.	PUNCT
amwa-479	19	1	artificial	artificial	ADJ
amwa-479	19	2	intelligence	intelligence	NOUN
amwa-479	19	3	(	(	PUNCT
amwa-479	19	4	ai	ai	NOUN
amwa-479	19	5	)	)	PUNCT
amwa-479	19	6	is	be	AUX
amwa-479	19	7	now	now	ADV
amwa-479	19	8	frequently	frequently	ADV
amwa-479	19	9	part	part	NOUN
amwa-479	19	10	of	of	ADP
amwa-479	19	11	health	health	NOUN
amwa-479	19	12	content	content	NOUN
amwa-479	19	13	creation	creation	NOUN
amwa-479	19	14	.	.	PUNCT
amwa-479	20	1	large	large	ADJ
amwa-479	20	2	language	language	NOUN
amwa-479	20	3	models	model	NOUN
amwa-479	20	4	(	(	PUNCT
amwa-479	20	5	llms	llm	NOUN
amwa-479	20	6	)	)	PUNCT
amwa-479	20	7	are	be	AUX
amwa-479	20	8	used	use	VERB
amwa-479	20	9	to	to	PART
amwa-479	20	10	draft	draft	VERB
amwa-479	20	11	patient	patient	ADJ
amwa-479	20	12	materials	material	NOUN
amwa-479	20	13	,	,	PUNCT
amwa-479	20	14	clinical	clinical	ADJ
amwa-479	20	15	summaries	summary	NOUN
amwa-479	20	16	,	,	PUNCT
amwa-479	20	17	and	and	CCONJ
amwa-479	20	18	public	public	ADJ
amwa-479	20	19	messages	message	NOUN
amwa-479	20	20	.	.	PUNCT
amwa-479	21	1	these	these	DET
amwa-479	21	2	tools	tool	NOUN
amwa-479	21	3	are	be	AUX
amwa-479	21	4	fast	fast	ADJ
amwa-479	21	5	and	and	CCONJ
amwa-479	21	6	consistent	consistent	ADJ
amwa-479	21	7	,	,	PUNCT
amwa-479	21	8	but	but	CCONJ
amwa-479	21	9	they	they	PRON
amwa-479	21	10	do	do	AUX
amwa-479	21	11	not	not	PART
amwa-479	21	12	understand	understand	VERB
amwa-479	21	13	science	science	NOUN
amwa-479	21	14	.	.	PUNCT
amwa-479	22	1	they	they	PRON
amwa-479	22	2	rely	rely	VERB
amwa-479	22	3	on	on	ADP
amwa-479	22	4	patterns	pattern	NOUN
amwa-479	22	5	,	,	PUNCT
amwa-479	22	6	not	not	PART
amwa-479	22	7	reasoning	reason	VERB
amwa-479	22	8	,	,	PUNCT
amwa-479	22	9	and	and	CCONJ
amwa-479	22	10	may	may	AUX
amwa-479	22	11	produce	produce	VERB
amwa-479	22	12	fluent	fluent	ADJ
amwa-479	22	13	but	but	CCONJ
amwa-479	22	14	inaccurate	inaccurate	ADJ
amwa-479	22	15	or	or	CCONJ
amwa-479	22	16	misleading	misleading	ADJ
amwa-479	22	17	content	content	NOUN
amwa-479	22	18	.	.	PUNCT
amwa-479	23	1	as	as	SCONJ
amwa-479	23	2	ai	ai	VERB
amwa-479	23	3	becomes	become	VERB
amwa-479	23	4	more	more	ADV
amwa-479	23	5	common	common	ADJ
amwa-479	23	6	,	,	PUNCT
amwa-479	23	7	concerns	concern	NOUN
amwa-479	23	8	about	about	ADP
amwa-479	23	9	quality	quality	NOUN
amwa-479	23	10	and	and	CCONJ
amwa-479	23	11	accountability	accountability	NOUN
amwa-479	23	12	grow	grow	VERB
amwa-479	23	13	.	.	PUNCT
amwa-479	24	1	medical	medical	ADJ
amwa-479	24	2	writers	writer	NOUN
amwa-479	24	3	are	be	AUX
amwa-479	24	4	often	often	ADV
amwa-479	24	5	reviewing	review	VERB
amwa-479	24	6	or	or	CCONJ
amwa-479	24	7	using	use	VERB
amwa-479	24	8	ai	ai	AUX
amwa-479	24	9	-	-	PUNCT
amwa-479	24	10	generated	generate	VERB
amwa-479	24	11	text	text	NOUN
amwa-479	24	12	.	.	PUNCT
amwa-479	25	1	they	they	PRON
amwa-479	25	2	must	must	AUX
amwa-479	25	3	check	check	VERB
amwa-479	25	4	for	for	ADP
amwa-479	25	5	accuracy	accuracy	NOUN
amwa-479	25	6	,	,	PUNCT
amwa-479	25	7	assess	assess	NOUN
amwa-479	25	8	relevance	relevance	NOUN
amwa-479	25	9	,	,	PUNCT
amwa-479	25	10	and	and	CCONJ
amwa-479	25	11	intervene	intervene	VERB
amwa-479	25	12	when	when	SCONJ
amwa-479	25	13	needed	need	VERB
amwa-479	25	14	.	.	PUNCT
amwa-479	26	1	this	this	PRON
amwa-479	26	2	requires	require	VERB
amwa-479	26	3	a	a	DET
amwa-479	26	4	clear	clear	ADJ
amwa-479	26	5	grasp	grasp	NOUN
amwa-479	26	6	of	of	ADP
amwa-479	26	7	both	both	PRON
amwa-479	26	8	ai	ai	VERB
amwa-479	26	9	’s	’s	PART
amwa-479	26	10	strengths	strength	NOUN
amwa-479	26	11	and	and	CCONJ
amwa-479	26	12	limitations	limitation	NOUN
amwa-479	26	13	.	.	PUNCT
amwa-479	27	1	this	this	DET
amwa-479	27	2	paper	paper	NOUN
amwa-479	27	3	examines	examine	VERB
amwa-479	27	4	common	common	ADJ
amwa-479	27	5	biases	bias	NOUN
amwa-479	27	6	in	in	ADP
amwa-479	27	7	ai	ai	ADJ
amwa-479	27	8	-	-	PUNCT
amwa-479	27	9	generated	generate	VERB
amwa-479	27	10	health	health	NOUN
amwa-479	27	11	content	content	NOUN
amwa-479	27	12	and	and	CCONJ
amwa-479	27	13	offers	offer	VERB
amwa-479	27	14	practical	practical	ADJ
amwa-479	27	15	strategies	strategy	NOUN
amwa-479	27	16	for	for	ADP
amwa-479	27	17	responsible	responsible	ADJ
amwa-479	27	18	use	use	NOUN
amwa-479	27	19	.	.	PUNCT
amwa-479	28	1	the	the	DET
amwa-479	28	2	aim	aim	NOUN
amwa-479	28	3	is	be	AUX
amwa-479	28	4	not	not	PART
amwa-479	28	5	to	to	PART
amwa-479	28	6	reject	reject	VERB
amwa-479	28	7	ai	ai	VERB
amwa-479	28	8	but	but	SCONJ
amwa-479	28	9	to	to	PART
amwa-479	28	10	use	use	VERB
amwa-479	28	11	it	it	PRON
amwa-479	28	12	in	in	ADP
amwa-479	28	13	ways	way	NOUN
amwa-479	28	14	that	that	PRON
amwa-479	28	15	uphold	uphold	VERB
amwa-479	28	16	the	the	DET
amwa-479	28	17	core	core	ADJ
amwa-479	28	18	values	value	NOUN
amwa-479	28	19	of	of	ADP
amwa-479	28	20	health	health	NOUN
amwa-479	28	21	communication	communication	NOUN
amwa-479	28	22	:	:	PUNCT
amwa-479	28	23	clarity	clarity	NOUN
amwa-479	28	24	,	,	PUNCT
amwa-479	28	25	accuracy	accuracy	NOUN
amwa-479	28	26	,	,	PUNCT
amwa-479	28	27	equity	equity	NOUN
amwa-479	28	28	,	,	PUNCT
amwa-479	28	29	and	and	CCONJ
amwa-479	28	30	trust	trust	NOUN
amwa-479	28	31	.	.	PUNCT
amwa-479	29	1	biases	bias	NOUN
amwa-479	29	2	in	in	ADP
amwa-479	29	3	ai	ai	ADJ
amwa-479	29	4	use	use	NOUN
amwa-479	29	5	in	in	ADP
amwa-479	29	6	health	health	NOUN
amwa-479	29	7	communication	communication	NOUN
amwa-479	29	8	as	as	ADP
amwa-479	29	9	ai	ai	NOUN
amwa-479	29	10	tools	tool	NOUN
amwa-479	29	11	enter	enter	VERB
amwa-479	29	12	health	health	NOUN
amwa-479	29	13	communication	communication	NOUN
amwa-479	29	14	,	,	PUNCT
amwa-479	29	15	biases	bias	NOUN
amwa-479	29	16	become	become	VERB
amwa-479	29	17	a	a	DET
amwa-479	29	18	major	major	ADJ
amwa-479	29	19	concern	concern	NOUN
amwa-479	29	20	.	.	PUNCT
amwa-479	30	1	these	these	DET
amwa-479	30	2	biases	bias	NOUN
amwa-479	30	3	can	can	AUX
amwa-479	30	4	arise	arise	VERB
amwa-479	30	5	from	from	ADP
amwa-479	30	6	training	train	VERB
amwa-479	30	7	data	datum	NOUN
amwa-479	30	8	,	,	PUNCT
amwa-479	30	9	model	model	NOUN
amwa-479	30	10	design	design	NOUN
amwa-479	30	11	,	,	PUNCT
amwa-479	30	12	or	or	CCONJ
amwa-479	30	13	how	how	SCONJ
amwa-479	30	14	systems	system	NOUN
amwa-479	30	15	are	be	AUX
amwa-479	30	16	used	use	VERB
amwa-479	30	17	in	in	ADP
amwa-479	30	18	practice.1	practice.1	PROPN
amwa-479	30	19	-	-	PUNCT
amwa-479	30	20	3	3	NUM
amwa-479	30	21	if	if	SCONJ
amwa-479	30	22	not	not	PART
amwa-479	30	23	addressed	address	VERB
amwa-479	30	24	,	,	PUNCT
amwa-479	30	25	they	they	PRON
amwa-479	30	26	can	can	AUX
amwa-479	30	27	distort	distort	VERB
amwa-479	30	28	medical	medical	ADJ
amwa-479	30	29	information	information	NOUN
amwa-479	30	30	and	and	CCONJ
amwa-479	30	31	reinforce	reinforce	VERB
amwa-479	30	32	health	health	NOUN
amwa-479	30	33	disparities	disparity	NOUN
amwa-479	30	34	.	.	PUNCT
amwa-479	31	1	to	to	PART
amwa-479	31	2	use	use	VERB
amwa-479	31	3	ai	ai	VERB
amwa-479	31	4	responsibly	responsibly	ADV
amwa-479	31	5	,	,	PUNCT
amwa-479	31	6	we	we	PRON
amwa-479	31	7	must	must	AUX
amwa-479	31	8	first	first	ADV
amwa-479	31	9	understand	understand	VERB
amwa-479	31	10	where	where	SCONJ
amwa-479	31	11	these	these	DET
amwa-479	31	12	biases	bias	NOUN
amwa-479	31	13	come	come	VERB
amwa-479	31	14	from	from	ADP
amwa-479	31	15	and	and	CCONJ
amwa-479	31	16	how	how	SCONJ
amwa-479	31	17	they	they	PRON
amwa-479	31	18	affect	affect	VERB
amwa-479	31	19	communication	communication	NOUN
amwa-479	31	20	.	.	PUNCT
amwa-479	32	1	for	for	ADP
amwa-479	32	2	example	example	NOUN
amwa-479	32	3	,	,	PUNCT
amwa-479	32	4	training	training	NOUN
amwa-479	32	5	data	datum	NOUN
amwa-479	32	6	often	often	ADV
amwa-479	32	7	lacks	lack	VERB
amwa-479	32	8	representation	representation	NOUN
amwa-479	32	9	from	from	ADP
amwa-479	32	10	diverse	diverse	ADJ
amwa-479	32	11	populations.3,4	populations.3,4	NOUN
amwa-479	32	12	this	this	PRON
amwa-479	32	13	leads	lead	VERB
amwa-479	32	14	to	to	ADP
amwa-479	32	15	outputs	output	NOUN
amwa-479	32	16	that	that	PRON
amwa-479	32	17	ignore	ignore	VERB
amwa-479	32	18	or	or	CCONJ
amwa-479	32	19	misrepresent	misrepresent	VERB
amwa-479	32	20	certain	certain	ADJ
amwa-479	32	21	groups	group	NOUN
amwa-479	32	22	,	,	PUNCT
amwa-479	32	23	especially	especially	ADV
amwa-479	32	24	those	those	PRON
amwa-479	32	25	already	already	ADV
amwa-479	32	26	underserved	underserved	ADJ
amwa-479	32	27	.	.	PUNCT
amwa-479	33	1	ai	ai	VERB
amwa-479	33	2	may	may	AUX
amwa-479	33	3	also	also	ADV
amwa-479	33	4	“	"	PUNCT
amwa-479	33	5	hallucinate	hallucinate	ADJ
amwa-479	33	6	”	"	PUNCT
amwa-479	33	7	facts	fact	NOUN
amwa-479	33	8	or	or	CCONJ
amwa-479	33	9	apply	apply	VERB
amwa-479	33	10	findings	finding	NOUN
amwa-479	33	11	too	too	ADV
amwa-479	33	12	broadly	broadly	ADV
amwa-479	33	13	,	,	PUNCT
amwa-479	33	14	further	far	ADV
amwa-479	33	15	weakening	weaken	VERB
amwa-479	33	16	the	the	DET
amwa-479	33	17	credibility	credibility	NOUN
amwa-479	33	18	of	of	ADP
amwa-479	33	19	the	the	DET
amwa-479	33	20	content.5,6	content.5,6	ADJ
amwa-479	33	21	another	another	DET
amwa-479	33	22	possible	possible	ADJ
amwa-479	33	23	issue	issue	NOUN
amwa-479	33	24	is	be	AUX
amwa-479	33	25	a	a	DET
amwa-479	33	26	substantial	substantial	ADJ
amwa-479	33	27	gap	gap	NOUN
amwa-479	33	28	between	between	ADP
amwa-479	33	29	ai	ai	PROPN
amwa-479	33	30	developers	developer	NOUN
amwa-479	33	31	and	and	CCONJ
amwa-479	33	32	health	health	NOUN
amwa-479	33	33	communication	communication	NOUN
amwa-479	33	34	experts.3,7	experts.3,7	PROPN
amwa-479	33	35	without	without	ADP
amwa-479	33	36	adequate	adequate	ADJ
amwa-479	33	37	collaboration	collaboration	NOUN
amwa-479	33	38	,	,	PUNCT
amwa-479	33	39	ai	ai	AUX
amwa-479	33	40	outputs	output	NOUN
amwa-479	33	41	may	may	AUX
amwa-479	33	42	fail	fail	VERB
amwa-479	33	43	to	to	PART
amwa-479	33	44	meet	meet	VERB
amwa-479	33	45	clinical	clinical	ADJ
amwa-479	33	46	or	or	CCONJ
amwa-479	33	47	ethical	ethical	ADJ
amwa-479	33	48	standards	standard	NOUN
amwa-479	33	49	.	.	PUNCT
amwa-479	34	1	when	when	SCONJ
amwa-479	34	2	human	human	ADJ
amwa-479	34	3	oversight	oversight	NOUN
amwa-479	34	4	is	be	AUX
amwa-479	34	5	limited	limited	ADJ
amwa-479	34	6	,	,	PUNCT
amwa-479	34	7	flawed	flawed	ADJ
amwa-479	34	8	content	content	NOUN
amwa-479	34	9	can	can	AUX
amwa-479	34	10	easily	easily	ADV
amwa-479	34	11	go	go	VERB
amwa-479	34	12	unnoticed.8	unnoticed.8	PROPN
amwa-479	34	13	table	table	NOUN
amwa-479	34	14	1	1	NUM
amwa-479	34	15	provides	provide	VERB
amwa-479	34	16	detailed	detailed	ADJ
amwa-479	34	17	information	information	NOUN
amwa-479	34	18	regarding	regard	VERB
amwa-479	34	19	these	these	DET
amwa-479	34	20	biases	bias	NOUN
amwa-479	34	21	.	.	PUNCT
amwa-479	35	1	strategies	strategy	NOUN
amwa-479	35	2	to	to	PART
amwa-479	35	3	mitigate	mitigate	VERB
amwa-479	35	4	ai	ai	PROPN
amwa-479	35	5	biases	bias	NOUN
amwa-479	35	6	medical	medical	ADJ
amwa-479	35	7	writers	writer	NOUN
amwa-479	35	8	play	play	VERB
amwa-479	35	9	a	a	DET
amwa-479	35	10	key	key	ADJ
amwa-479	35	11	role	role	NOUN
amwa-479	35	12	in	in	ADP
amwa-479	35	13	identifying	identify	VERB
amwa-479	35	14	and	and	CCONJ
amwa-479	35	15	correcting	correct	VERB
amwa-479	35	16	ai	ai	ADJ
amwa-479	35	17	-	-	PUNCT
amwa-479	35	18	related	relate	VERB
amwa-479	35	19	bias	bias	NOUN
amwa-479	35	20	.	.	PUNCT
amwa-479	36	1	unchecked	unchecked	ADJ
amwa-479	36	2	,	,	PUNCT
amwa-479	36	3	these	these	DET
amwa-479	36	4	issues	issue	NOUN
amwa-479	36	5	can	can	AUX
amwa-479	36	6	lead	lead	VERB
amwa-479	36	7	to	to	ADP
amwa-479	36	8	red	red	PROPN
amwa-479	36	9	thaddeus	thaddeus	PROPN
amwa-479	36	10	d.	d.	PROPN
amwa-479	36	11	miguel	miguel	PROPN
amwa-479	36	12	,	,	PUNCT
amwa-479	36	13	md	md	PROPN
amwa-479	36	14	,	,	PUNCT
amwa-479	36	15	mba	mba	PROPN
amwa-479	36	16	,	,	PUNCT
amwa-479	36	17	msc	msc	PROPN
amwa-479	36	18	,	,	PUNCT
amwa-479	36	19	rac	rac	PROPN
amwa-479	36	20	,	,	PUNCT
amwa-479	36	21	rcc	rcc	PROPN
amwa-479	36	22	;	;	PUNCT
amwa-479	36	23	manal	manal	PROPN
amwa-479	36	24	el	el	PROPN
amwa-479	36	25	joumaa	joumaa	PROPN
amwa-479	36	26	,	,	PUNCT
amwa-479	36	27	msc	msc	PROPN
amwa-479	36	28	;	;	PUNCT
amwa-479	36	29	rami	rami	PROPN
amwa-479	36	30	ali	ali	PROPN
amwa-479	36	31	,	,	PUNCT
amwa-479	36	32	mscph	mscph	PROPN
amwa-479	36	33	/	/	SYM
amwa-479	36	34	thera	thera	NOUN
amwa-479	36	35	-	-	PUNCT
amwa-479	36	36	business	business	NOUN
amwa-479	36	37	,	,	PUNCT
amwa-479	36	38	inc	inc	PROPN
amwa-479	36	39	,	,	PUNCT
amwa-479	36	40	kanata	kanata	PROPN
amwa-479	36	41	,	,	PUNCT
amwa-479	36	42	canada	canada	PROPN
amwa-479	36	43	artificial	artificial	ADJ
amwa-479	36	44	intelligence	intelligence	NOUN
amwa-479	36	45	bias	bias	NOUN
amwa-479	36	46	in	in	ADP
amwa-479	36	47	health	health	NOUN
amwa-479	36	48	communication	communication	NOUN
amwa-479	36	49	:	:	PUNCT
amwa-479	36	50	risks	risk	NOUN
amwa-479	36	51	and	and	CCONJ
amwa-479	36	52	strategies	strategy	NOUN
amwa-479	36	53	for	for	ADP
amwa-479	36	54	medical	medical	ADJ
amwa-479	36	55	writers	writer	NOUN
amwa-479	36	56	http://www.amwajournal.org	http://www.amwajournal.org	PUNCT
amwa-479	36	57	amwajournal.org	amwajournal.org	X
amwa-479	36	58	5ai	5ai	ADJ
amwa-479	36	59	bias	bias	NOUN
amwa-479	36	60	in	in	ADP
amwa-479	36	61	health	health	NOUN
amwa-479	36	62	communication	communication	NOUN
amwa-479	36	63	table	table	NOUN
amwa-479	36	64	1	1	NUM
amwa-479	36	65	.	.	PUNCT
amwa-479	36	66	key	key	ADJ
amwa-479	36	67	biases	bias	NOUN
amwa-479	36	68	in	in	ADP
amwa-479	36	69	ai	ai	NOUN
amwa-479	36	70	and	and	CCONJ
amwa-479	36	71	their	their	PRON
amwa-479	36	72	implications	implication	NOUN
amwa-479	36	73	for	for	ADP
amwa-479	36	74	medical	medical	ADJ
amwa-479	36	75	writers	writer	NOUN
amwa-479	36	76	category	category	NOUN
amwa-479	36	77	core	core	NOUN
amwa-479	36	78	issues	issue	NOUN
amwa-479	36	79	examples	example	NOUN
amwa-479	36	80	and/or	and/or	CCONJ
amwa-479	36	81	evidence	evidence	NOUN
amwa-479	36	82	implications	implication	NOUN
amwa-479	36	83	for	for	ADP
amwa-479	36	84	medical	medical	ADJ
amwa-479	36	85	writers	writer	NOUN
amwa-479	36	86	data	data	NOUN
amwa-479	36	87	-	-	PUNCT
amwa-479	36	88	driven	drive	VERB
amwa-479	36	89	bias	bias	NOUN
amwa-479	36	90	biased	bias	VERB
amwa-479	36	91	training	training	NOUN
amwa-479	36	92	data	datum	NOUN
amwa-479	36	93	sets	set	VERB
amwa-479	36	94	nonrepresentative	nonrepresentative	ADJ
amwa-479	36	95	training	training	NOUN
amwa-479	36	96	data	datum	NOUN
amwa-479	36	97	sets	set	VERB
amwa-479	36	98	lack	lack	NOUN
amwa-479	36	99	of	of	ADP
amwa-479	36	100	data	datum	NOUN
amwa-479	36	101	set	set	VERB
amwa-479	36	102	transparency	transparency	NOUN
amwa-479	36	103	misclassification	misclassification	NOUN
amwa-479	36	104	or	or	CCONJ
amwa-479	36	105	omission	omission	NOUN
amwa-479	36	106	of	of	ADP
amwa-479	36	107	demographic	demographic	ADJ
amwa-479	36	108	subgroups	subgroup	NOUN
amwa-479	36	109	a	a	DET
amwa-479	36	110	scoping	scoping	NOUN
amwa-479	36	111	review	review	NOUN
amwa-479	36	112	of	of	ADP
amwa-479	36	113	70	70	NUM
amwa-479	36	114	studies	study	NOUN
amwa-479	36	115	found	find	VERB
amwa-479	36	116	that	that	SCONJ
amwa-479	36	117	ai	ai	AUX
amwa-479	36	118	training	training	NOUN
amwa-479	36	119	data	data	NOUN
amwa-479	36	120	sets	set	NOUN
amwa-479	36	121	in	in	ADP
amwa-479	36	122	dermatology	dermatology	NOUN
amwa-479	36	123	often	often	ADV
amwa-479	36	124	lacked	lack	VERB
amwa-479	36	125	transparency	transparency	NOUN
amwa-479	36	126	,	,	PUNCT
amwa-479	36	127	used	use	VERB
amwa-479	36	128	unverified	unverified	ADJ
amwa-479	36	129	labels	label	NOUN
amwa-479	36	130	,	,	PUNCT
amwa-479	36	131	and	and	CCONJ
amwa-479	36	132	failed	fail	VERB
amwa-479	36	133	to	to	PART
amwa-479	36	134	report	report	VERB
amwa-479	36	135	patient	patient	NOUN
amwa-479	36	136	diversity.1	diversity.1	VERB
amwa-479	36	137	a	a	DET
amwa-479	36	138	review	review	NOUN
amwa-479	36	139	of	of	ADP
amwa-479	36	140	74	74	NUM
amwa-479	36	141	studies	study	NOUN
amwa-479	36	142	on	on	ADP
amwa-479	36	143	image	image	NOUN
amwa-479	36	144	-	-	PUNCT
amwa-479	36	145	based	base	VERB
amwa-479	36	146	diagnostic	diagnostic	ADJ
amwa-479	36	147	algorithms	algorithm	NOUN
amwa-479	36	148	revealed	reveal	VERB
amwa-479	36	149	a	a	DET
amwa-479	36	150	systemic	systemic	ADJ
amwa-479	36	151	geographic	geographic	ADJ
amwa-479	36	152	bias	bias	NOUN
amwa-479	36	153	,	,	PUNCT
amwa-479	36	154	with	with	SCONJ
amwa-479	36	155	most	most	ADJ
amwa-479	36	156	us	us	PROPN
amwa-479	36	157	models	model	NOUN
amwa-479	36	158	trained	train	VERB
amwa-479	36	159	on	on	ADP
amwa-479	36	160	data	datum	NOUN
amwa-479	36	161	from	from	ADP
amwa-479	36	162	just	just	ADV
amwa-479	36	163	3	3	NUM
amwa-479	36	164	states	state	NOUN
amwa-479	36	165	,	,	PUNCT
amwa-479	36	166	namely	namely	ADV
amwa-479	36	167	california	california	PROPN
amwa-479	36	168	,	,	PUNCT
amwa-479	36	169	massachusetts	massachusetts	PROPN
amwa-479	36	170	,	,	PUNCT
amwa-479	36	171	and	and	CCONJ
amwa-479	36	172	new	new	ADJ
amwa-479	36	173	york.9	york.9	PROPN
amwa-479	36	174	a	a	DET
amwa-479	36	175	scoping	scope	VERB
amwa-479	36	176	review	review	NOUN
amwa-479	36	177	of	of	ADP
amwa-479	36	178	7,314	7,314	NUM
amwa-479	36	179	articles	article	NOUN
amwa-479	36	180	published	publish	VERB
amwa-479	36	181	using	use	VERB
amwa-479	36	182	ai	ai	VERB
amwa-479	36	183	techniques	technique	NOUN
amwa-479	36	184	found	find	VERB
amwa-479	36	185	that	that	SCONJ
amwa-479	36	186	us	we	PRON
amwa-479	36	187	and	and	CCONJ
amwa-479	36	188	chinese	chinese	ADJ
amwa-479	36	189	data	datum	NOUN
amwa-479	36	190	sets	set	NOUN
amwa-479	36	191	and	and	CCONJ
amwa-479	36	192	authors	author	NOUN
amwa-479	36	193	were	be	AUX
amwa-479	36	194	disproportionately	disproportionately	ADV
amwa-479	36	195	overrepresented	overrepresente	VERB
amwa-479	36	196	,	,	PUNCT
amwa-479	36	197	amplifying	amplifying	ADJ
amwa-479	36	198	global	global	ADJ
amwa-479	36	199	health	health	NOUN
amwa-479	36	200	inequities	inequity	NOUN
amwa-479	36	201	by	by	ADP
amwa-479	36	202	favoring	favor	VERB
amwa-479	36	203	datarich	datarich	NOUN
amwa-479	36	204	regions	region	NOUN
amwa-479	36	205	over	over	ADP
amwa-479	36	206	data	datum	NOUN
amwa-479	36	207	-	-	PUNCT
amwa-479	36	208	poor	poor	ADJ
amwa-479	36	209	ones.2	ones.2	NOUN
amwa-479	36	210	risk	risk	NOUN
amwa-479	36	211	of	of	ADP
amwa-479	36	212	reinforcing	reinforce	VERB
amwa-479	36	213	biased	biased	ADJ
amwa-479	36	214	or	or	CCONJ
amwa-479	36	215	incomplete	incomplete	ADJ
amwa-479	36	216	narratives	narrative	NOUN
amwa-479	36	217	misrepresentation	misrepresentation	NOUN
amwa-479	36	218	of	of	ADP
amwa-479	36	219	underrepresented	underrepresented	ADJ
amwa-479	36	220	populations	population	NOUN
amwa-479	36	221	risk	risk	NOUN
amwa-479	36	222	of	of	ADP
amwa-479	36	223	content	content	NOUN
amwa-479	36	224	lacking	lack	VERB
amwa-479	36	225	global	global	ADJ
amwa-479	36	226	applicability	applicability	NOUN
amwa-479	36	227	risk	risk	NOUN
amwa-479	36	228	of	of	ADP
amwa-479	36	229	amplifying	amplify	VERB
amwa-479	36	230	global	global	ADJ
amwa-479	36	231	health	health	NOUN
amwa-479	36	232	inequities	inequity	NOUN
amwa-479	36	233	algorithmic	algorithmic	ADJ
amwa-479	36	234	bias	bias	NOUN
amwa-479	36	235	model	model	NOUN
amwa-479	36	236	limitations	limitation	NOUN
amwa-479	36	237	design	design	NOUN
amwa-479	36	238	flaws	flaw	NOUN
amwa-479	36	239	and	and	CCONJ
amwa-479	36	240	poor	poor	ADJ
amwa-479	36	241	generalizability	generalizability	NOUN
amwa-479	36	242	inability	inability	NOUN
amwa-479	36	243	to	to	PART
amwa-479	36	244	handle	handle	VERB
amwa-479	36	245	context	context	NOUN
amwa-479	36	246	or	or	CCONJ
amwa-479	36	247	nuance	nuance	NOUN
amwa-479	36	248	generation	generation	NOUN
amwa-479	36	249	of	of	ADP
amwa-479	36	250	fabricated	fabricate	VERB
amwa-479	36	251	or	or	CCONJ
amwa-479	36	252	hallucinated	hallucinate	VERB
amwa-479	36	253	content	content	NOUN
amwa-479	36	254	overfitting	overfitte	VERB
amwa-479	36	255	the	the	DET
amwa-479	36	256	model	model	NOUN
amwa-479	36	257	to	to	ADP
amwa-479	36	258	a	a	DET
amwa-479	36	259	training	training	NOUN
amwa-479	36	260	data	datum	NOUN
amwa-479	36	261	set	set	VERB
amwa-479	36	262	leads	lead	VERB
amwa-479	36	263	to	to	ADP
amwa-479	36	264	poor	poor	ADJ
amwa-479	36	265	generalizability	generalizability	NOUN
amwa-479	36	266	to	to	ADP
amwa-479	36	267	new	new	ADJ
amwa-479	36	268	,	,	PUNCT
amwa-479	36	269	unseen	unseen	ADJ
amwa-479	36	270	cases.4	cases.4	PROPN
amwa-479	36	271	ai	ai	VERB
amwa-479	36	272	can	can	AUX
amwa-479	36	273	confidently	confidently	ADV
amwa-479	36	274	generate	generate	VERB
amwa-479	36	275	plausible	plausible	ADJ
amwa-479	36	276	but	but	CCONJ
amwa-479	36	277	fabricated	fabricate	VERB
amwa-479	36	278	data	datum	NOUN
amwa-479	36	279	or	or	CCONJ
amwa-479	36	280	references.10,11	references.10,11	NOUN
amwa-479	36	281	a	a	DET
amwa-479	36	282	study	study	NOUN
amwa-479	36	283	appraising	appraise	VERB
amwa-479	36	284	2	2	NUM
amwa-479	36	285	ai	ai	NOUN
amwa-479	36	286	-	-	PUNCT
amwa-479	36	287	generated	generate	VERB
amwa-479	36	288	minireviews	minireview	NOUN
amwa-479	36	289	on	on	ADP
amwa-479	36	290	hereditary	hereditary	ADJ
amwa-479	36	291	angioedema	angioedema	NOUN
amwa-479	36	292	and	and	CCONJ
amwa-479	36	293	eosinophilic	eosinophilic	ADJ
amwa-479	36	294	esophagitis	esophagitis	NOUN
amwa-479	36	295	found	find	VERB
amwa-479	36	296	that	that	SCONJ
amwa-479	36	297	although	although	SCONJ
amwa-479	36	298	ai	ai	AUX
amwa-479	36	299	used	use	VERB
amwa-479	36	300	well	well	ADV
amwa-479	36	301	-	-	PUNCT
amwa-479	36	302	articulated	articulate	VERB
amwa-479	36	303	language	language	NOUN
amwa-479	36	304	,	,	PUNCT
amwa-479	36	305	the	the	DET
amwa-479	36	306	content	content	NOUN
amwa-479	36	307	lacked	lack	VERB
amwa-479	36	308	depth	depth	NOUN
amwa-479	36	309	,	,	PUNCT
amwa-479	36	310	analytical	analytical	ADJ
amwa-479	36	311	insight	insight	NOUN
amwa-479	36	312	,	,	PUNCT
amwa-479	36	313	and	and	CCONJ
amwa-479	36	314	contained	contain	VERB
amwa-479	36	315	fabricated	fabricated	ADJ
amwa-479	36	316	references	reference	NOUN
amwa-479	36	317	.	.	PUNCT
amwa-479	37	1	despite	despite	SCONJ
amwa-479	37	2	being	be	AUX
amwa-479	37	3	instructed	instruct	VERB
amwa-479	37	4	to	to	PART
amwa-479	37	5	use	use	VERB
amwa-479	37	6	scientific	scientific	ADJ
amwa-479	37	7	references	reference	NOUN
amwa-479	37	8	,	,	PUNCT
amwa-479	37	9	the	the	DET
amwa-479	37	10	ai	ai	PROPN
amwa-479	37	11	chatbot	chatbot	NOUN
amwa-479	37	12	relied	rely	VERB
amwa-479	37	13	on	on	ADP
amwa-479	37	14	freely	freely	ADV
amwa-479	37	15	available	available	ADJ
amwa-479	37	16	resources.12	resources.12	NOUN
amwa-479	37	17	risk	risk	NOUN
amwa-479	37	18	of	of	ADP
amwa-479	37	19	including	include	VERB
amwa-479	37	20	false	false	ADJ
amwa-479	37	21	or	or	CCONJ
amwa-479	37	22	unverifiable	unverifiable	ADJ
amwa-479	37	23	information	information	NOUN
amwa-479	37	24	inconsistencies	inconsistency	NOUN
amwa-479	37	25	in	in	ADP
amwa-479	37	26	tone	tone	NOUN
amwa-479	37	27	,	,	PUNCT
amwa-479	37	28	structure	structure	NOUN
amwa-479	37	29	,	,	PUNCT
amwa-479	37	30	or	or	CCONJ
amwa-479	37	31	depth	depth	NOUN
amwa-479	37	32	compromised	compromise	VERB
amwa-479	37	33	credibility	credibility	NOUN
amwa-479	37	34	of	of	ADP
amwa-479	37	35	written	write	VERB
amwa-479	37	36	outputs	output	NOUN
amwa-479	37	37	,	,	PUNCT
amwa-479	37	38	especially	especially	ADV
amwa-479	37	39	on	on	ADP
amwa-479	37	40	topics	topic	NOUN
amwa-479	37	41	with	with	ADP
amwa-479	37	42	limited	limited	ADJ
amwa-479	37	43	resources	resource	NOUN
amwa-479	37	44	linguistic	linguistic	ADJ
amwa-479	37	45	and	and	CCONJ
amwa-479	37	46	cultural	cultural	ADJ
amwa-479	37	47	gaps	gap	NOUN
amwa-479	37	48	englishand	englishand	NOUN
amwa-479	37	49	westerncentric	westerncentric	PROPN
amwa-479	37	50	training	training	NOUN
amwa-479	37	51	exclusion	exclusion	NOUN
amwa-479	37	52	of	of	ADP
amwa-479	37	53	non	non	ADJ
amwa-479	37	54	-	-	ADJ
amwa-479	37	55	english	english	ADJ
amwa-479	37	56	–	–	PUNCT
amwa-479	37	57	speaking	speak	VERB
amwa-479	37	58	populations	population	NOUN
amwa-479	37	59	mistranslation	mistranslation	NOUN
amwa-479	37	60	and	and	CCONJ
amwa-479	37	61	cultural	cultural	ADJ
amwa-479	37	62	misrepresentation	misrepresentation	NOUN
amwa-479	37	63	the	the	DET
amwa-479	37	64	dominance	dominance	NOUN
amwa-479	37	65	of	of	ADP
amwa-479	37	66	english	english	PROPN
amwa-479	37	67	in	in	ADP
amwa-479	37	68	benchmarks	benchmark	NOUN
amwa-479	37	69	and	and	CCONJ
amwa-479	37	70	training	training	NOUN
amwa-479	37	71	data	datum	NOUN
amwa-479	37	72	for	for	ADP
amwa-479	37	73	llms	llm	NOUN
amwa-479	37	74	exacerbates	exacerbate	VERB
amwa-479	37	75	challenges	challenge	NOUN
amwa-479	37	76	for	for	ADP
amwa-479	37	77	individuals	individual	NOUN
amwa-479	37	78	and	and	CCONJ
amwa-479	37	79	organizations	organization	NOUN
amwa-479	37	80	in	in	ADP
amwa-479	37	81	the	the	DET
amwa-479	37	82	developing	develop	VERB
amwa-479	37	83	world	world	NOUN
amwa-479	37	84	,	,	PUNCT
amwa-479	37	85	predominantly	predominantly	ADV
amwa-479	37	86	non	non	ADJ
amwa-479	37	87	-	-	ADJ
amwa-479	37	88	english	english	ADJ
amwa-479	37	89	speakers.13	speakers.13	NOUN
amwa-479	37	90	machine	machine	NOUN
amwa-479	37	91	translation	translation	NOUN
amwa-479	37	92	errors	error	NOUN
amwa-479	37	93	in	in	ADP
amwa-479	37	94	public	public	ADJ
amwa-479	37	95	-	-	PUNCT
amwa-479	37	96	health	health	NOUN
amwa-479	37	97	communication	communication	NOUN
amwa-479	37	98	included	include	VERB
amwa-479	37	99	inconsistent	inconsistent	ADJ
amwa-479	37	100	use	use	NOUN
amwa-479	37	101	of	of	ADP
amwa-479	37	102	terminology	terminology	NOUN
amwa-479	37	103	,	,	PUNCT
amwa-479	37	104	unidiomatic	unidiomatic	ADJ
amwa-479	37	105	or	or	CCONJ
amwa-479	37	106	awkward	awkward	ADJ
amwa-479	37	107	style	style	NOUN
amwa-479	37	108	,	,	PUNCT
amwa-479	37	109	and	and	CCONJ
amwa-479	37	110	untranslated	untranslated	ADJ
amwa-479	37	111	text.14	text.14	PROPN
amwa-479	37	112	miscommunication	miscommunication	NOUN
amwa-479	37	113	due	due	ADJ
amwa-479	37	114	to	to	ADP
amwa-479	37	115	inaccurate	inaccurate	ADJ
amwa-479	37	116	or	or	CCONJ
amwa-479	37	117	culturally	culturally	ADV
amwa-479	37	118	inappropriate	inappropriate	ADJ
amwa-479	37	119	phrasing	phrase	VERB
amwa-479	37	120	barriers	barrier	NOUN
amwa-479	37	121	to	to	ADP
amwa-479	37	122	multilingual	multilingual	ADJ
amwa-479	37	123	inclusivity	inclusivity	NOUN
amwa-479	37	124	limited	limit	VERB
amwa-479	37	125	accessibility	accessibility	NOUN
amwa-479	37	126	for	for	ADP
amwa-479	37	127	global	global	ADJ
amwa-479	37	128	audiences	audience	NOUN
amwa-479	37	129	human	human	ADJ
amwa-479	37	130	bias	bias	NOUN
amwa-479	37	131	lack	lack	NOUN
amwa-479	37	132	of	of	ADP
amwa-479	37	133	interdisciplinary	interdisciplinary	ADJ
amwa-479	37	134	collaboration	collaboration	NOUN
amwa-479	37	135	limited	limit	VERB
amwa-479	37	136	engagement	engagement	NOUN
amwa-479	37	137	with	with	ADP
amwa-479	37	138	domain	domain	NOUN
amwa-479	37	139	experts	expert	NOUN
amwa-479	37	140	limited	limit	VERB
amwa-479	37	141	efforts	effort	NOUN
amwa-479	37	142	for	for	ADP
amwa-479	37	143	data	datum	NOUN
amwa-479	37	144	exchange	exchange	NOUN
amwa-479	37	145	unstandardized	unstandardized	ADJ
amwa-479	37	146	health	health	NOUN
amwa-479	37	147	data	datum	NOUN
amwa-479	37	148	systems	system	NOUN
amwa-479	37	149	without	without	ADP
amwa-479	37	150	standardized	standardized	ADJ
amwa-479	37	151	terminologies	terminology	NOUN
amwa-479	37	152	and	and	CCONJ
amwa-479	37	153	data	datum	NOUN
amwa-479	37	154	formats	format	NOUN
amwa-479	37	155	,	,	PUNCT
amwa-479	37	156	integrating	integrate	VERB
amwa-479	37	157	ai	ai	VERB
amwa-479	37	158	tools	tool	NOUN
amwa-479	37	159	into	into	ADP
amwa-479	37	160	clinical	clinical	ADJ
amwa-479	37	161	workflows	workflow	NOUN
amwa-479	37	162	becomes	become	VERB
amwa-479	37	163	challenging.15	challenging.15	VERB
amwa-479	37	164	a	a	DET
amwa-479	37	165	study	study	NOUN
amwa-479	37	166	assessing	assess	VERB
amwa-479	37	167	health	health	NOUN
amwa-479	37	168	care	care	NOUN
amwa-479	37	169	standards	standard	NOUN
amwa-479	37	170	in	in	ADP
amwa-479	37	171	ophthalmology	ophthalmology	NOUN
amwa-479	37	172	identified	identify	VERB
amwa-479	37	173	multiple	multiple	ADJ
amwa-479	37	174	gaps	gap	NOUN
amwa-479	37	175	,	,	PUNCT
amwa-479	37	176	including	include	VERB
amwa-479	37	177	limited	limited	ADJ
amwa-479	37	178	adoption	adoption	NOUN
amwa-479	37	179	of	of	ADP
amwa-479	37	180	imaging	imaging	NOUN
amwa-479	37	181	standards	standard	NOUN
amwa-479	37	182	,	,	PUNCT
amwa-479	37	183	lack	lack	NOUN
amwa-479	37	184	of	of	ADP
amwa-479	37	185	use	use	NOUN
amwa-479	37	186	cases	case	NOUN
amwa-479	37	187	for	for	ADP
amwa-479	37	188	integrating	integrate	VERB
amwa-479	37	189	ai	ai	NOUN
amwa-479	37	190	-	-	PUNCT
amwa-479	37	191	based	base	VERB
amwa-479	37	192	decision	decision	NOUN
amwa-479	37	193	support	support	NOUN
amwa-479	37	194	tools	tool	NOUN
amwa-479	37	195	,	,	PUNCT
amwa-479	37	196	scarcity	scarcity	NOUN
amwa-479	37	197	in	in	ADP
amwa-479	37	198	common	common	ADJ
amwa-479	37	199	data	data	NOUN
amwa-479	37	200	models	model	NOUN
amwa-479	37	201	to	to	PART
amwa-479	37	202	harmonize	harmonize	VERB
amwa-479	37	203	large	large	ADJ
amwa-479	37	204	data	datum	NOUN
amwa-479	37	205	repositories	repository	NOUN
amwa-479	37	206	,	,	PUNCT
amwa-479	37	207	and	and	CCONJ
amwa-479	37	208	the	the	DET
amwa-479	37	209	absence	absence	NOUN
amwa-479	37	210	of	of	ADP
amwa-479	37	211	standardized	standardized	ADJ
amwa-479	37	212	interfaces	interface	NOUN
amwa-479	37	213	and	and	CCONJ
amwa-479	37	214	outputs	output	NOUN
amwa-479	37	215	for	for	ADP
amwa-479	37	216	ai	ai	PROPN
amwa-479	37	217	algorithms.16	algorithms.16	PROPN
amwa-479	37	218	the	the	DET
amwa-479	37	219	absence	absence	NOUN
amwa-479	37	220	of	of	ADP
amwa-479	37	221	interdisciplinary	interdisciplinary	ADJ
amwa-479	37	222	collaboration	collaboration	NOUN
amwa-479	37	223	in	in	ADP
amwa-479	37	224	ai	ai	ADJ
amwa-479	37	225	-	-	PUNCT
amwa-479	37	226	driven	drive	VERB
amwa-479	37	227	public	public	ADJ
amwa-479	37	228	-	-	PUNCT
amwa-479	37	229	health	health	NOUN
amwa-479	37	230	initiatives	initiative	NOUN
amwa-479	37	231	leads	lead	VERB
amwa-479	37	232	to	to	ADP
amwa-479	37	233	a	a	DET
amwa-479	37	234	lack	lack	NOUN
amwa-479	37	235	of	of	ADP
amwa-479	37	236	standardized	standardized	ADJ
amwa-479	37	237	classification	classification	NOUN
amwa-479	37	238	and	and	CCONJ
amwa-479	37	239	summarization	summarization	NOUN
amwa-479	37	240	of	of	ADP
amwa-479	37	241	both	both	CCONJ
amwa-479	37	242	traditional	traditional	ADJ
amwa-479	37	243	and	and	CCONJ
amwa-479	37	244	ai	ai	ADJ
amwa-479	37	245	-	-	PUNCT
amwa-479	37	246	based	base	VERB
amwa-479	37	247	methods	method	NOUN
amwa-479	37	248	.	.	PUNCT
amwa-479	38	1	this	this	DET
amwa-479	38	2	fragmentation	fragmentation	NOUN
amwa-479	38	3	hampers	hamper	VERB
amwa-479	38	4	informed	inform	VERB
amwa-479	38	5	decision	decision	NOUN
amwa-479	38	6	-	-	PUNCT
amwa-479	38	7	making	making	NOUN
amwa-479	38	8	,	,	PUNCT
amwa-479	38	9	delays	delay	NOUN
amwa-479	38	10	implementation	implementation	NOUN
amwa-479	38	11	,	,	PUNCT
amwa-479	38	12	and	and	CCONJ
amwa-479	38	13	deters	deter	VERB
amwa-479	38	14	broader	broad	ADJ
amwa-479	38	15	adoption	adoption	NOUN
amwa-479	38	16	of	of	ADP
amwa-479	38	17	effective	effective	ADJ
amwa-479	38	18	tools.7	tools.7	NOUN
amwa-479	38	19	incomplete	incomplete	ADJ
amwa-479	38	20	or	or	CCONJ
amwa-479	38	21	contextually	contextually	ADV
amwa-479	38	22	flawed	flawed	ADJ
amwa-479	38	23	content	content	NOUN
amwa-479	38	24	lack	lack	NOUN
amwa-479	38	25	of	of	ADP
amwa-479	38	26	alignment	alignment	NOUN
amwa-479	38	27	with	with	ADP
amwa-479	38	28	clinical	clinical	ADJ
amwa-479	38	29	realities	reality	NOUN
amwa-479	38	30	or	or	CCONJ
amwa-479	38	31	public	public	ADJ
amwa-479	38	32	-	-	PUNCT
amwa-479	38	33	health	health	NOUN
amwa-479	38	34	messaging	messaging	NOUN
amwa-479	38	35	inability	inability	NOUN
amwa-479	38	36	to	to	PART
amwa-479	38	37	critically	critically	ADV
amwa-479	38	38	assess	assess	VERB
amwa-479	38	39	or	or	CCONJ
amwa-479	38	40	interpret	interpret	VERB
amwa-479	38	41	outputs	output	NOUN
amwa-479	38	42	incomplete	incomplete	ADJ
amwa-479	38	43	understanding	understanding	NOUN
amwa-479	38	44	of	of	ADP
amwa-479	38	45	ai	ai	PRON
amwa-479	38	46	functionality	functionality	NOUN
amwa-479	38	47	or	or	CCONJ
amwa-479	38	48	context	context	NOUN
amwa-479	38	49	undermined	undermined	ADJ
amwa-479	38	50	reproducibility	reproducibility	NOUN
amwa-479	38	51	and	and	CCONJ
amwa-479	38	52	generalizability	generalizability	NOUN
amwa-479	38	53	of	of	ADP
amwa-479	38	54	ai	ai	ADJ
amwa-479	38	55	-	-	PUNCT
amwa-479	38	56	generated	generate	VERB
amwa-479	38	57	evidence	evidence	NOUN
amwa-479	38	58	table	table	NOUN
amwa-479	38	59	1	1	NUM
amwa-479	38	60	continued	continue	VERB
amwa-479	38	61	on	on	ADP
amwa-479	38	62	next	next	ADJ
amwa-479	38	63	page	page	NOUN
amwa-479	38	64	.	.	PUNCT
amwa-479	38	65	http://www.amwajournal.org	http://www.amwajournal.org	X
amwa-479	39	1	amwajournal.org	amwajournal.org	X
amwa-479	39	2	6ai	6ai	ADJ
amwa-479	39	3	bias	bias	NOUN
amwa-479	39	4	in	in	ADP
amwa-479	39	5	health	health	NOUN
amwa-479	39	6	communication	communication	NOUN
amwa-479	39	7	human	human	ADJ
amwa-479	39	8	bias	bias	NOUN
amwa-479	39	9	(	(	PUNCT
amwa-479	39	10	cont	cont	NOUN
amwa-479	39	11	.	.	PUNCT
amwa-479	39	12	)	)	PUNCT
amwa-479	40	1	infrastructure	infrastructure	NOUN
amwa-479	40	2	inequity	inequity	NOUN
amwa-479	40	3	disparities	disparity	NOUN
amwa-479	40	4	in	in	ADP
amwa-479	40	5	digital	digital	ADJ
amwa-479	40	6	infrastructure	infrastructure	NOUN
amwa-479	40	7	and	and	CCONJ
amwa-479	40	8	funding	funding	NOUN
amwa-479	40	9	resource	resource	NOUN
amwa-479	40	10	disparities	disparity	NOUN
amwa-479	40	11	in	in	ADP
amwa-479	40	12	data	datum	NOUN
amwa-479	40	13	collection	collection	NOUN
amwa-479	40	14	underrepresentation	underrepresentation	NOUN
amwa-479	40	15	of	of	ADP
amwa-479	40	16	low	low	ADJ
amwa-479	40	17	-	-	PUNCT
amwa-479	40	18	income	income	NOUN
amwa-479	40	19	and	and	CCONJ
amwa-479	40	20	non	non	ADJ
amwa-479	40	21	-	-	ADJ
amwa-479	40	22	western	western	ADJ
amwa-479	40	23	regions	region	NOUN
amwa-479	40	24	low	low	ADJ
amwa-479	40	25	-	-	PUNCT
amwa-479	40	26	resource	resource	NOUN
amwa-479	40	27	or	or	CCONJ
amwa-479	40	28	underfunded	underfunded	ADJ
amwa-479	40	29	settings	setting	NOUN
amwa-479	40	30	are	be	AUX
amwa-479	40	31	underrepresented	underrepresente	VERB
amwa-479	40	32	in	in	ADP
amwa-479	40	33	data	data	NOUN
amwa-479	40	34	sets	set	NOUN
amwa-479	40	35	and	and	CCONJ
amwa-479	40	36	model	model	NOUN
amwa-479	40	37	development	development	NOUN
amwa-479	40	38	due	due	ADP
amwa-479	40	39	to	to	ADP
amwa-479	40	40	disparities	disparity	NOUN
amwa-479	40	41	in	in	ADP
amwa-479	40	42	infrastructure	infrastructure	NOUN
amwa-479	40	43	,	,	PUNCT
amwa-479	40	44	data	datum	NOUN
amwa-479	40	45	access	access	NOUN
amwa-479	40	46	,	,	PUNCT
amwa-479	40	47	and	and	CCONJ
amwa-479	40	48	resource	resource	NOUN
amwa-479	40	49	availability.17	availability.17	ADJ
amwa-479	40	50	racial	racial	ADJ
amwa-479	40	51	,	,	PUNCT
amwa-479	40	52	gender	gender	NOUN
amwa-479	40	53	,	,	PUNCT
amwa-479	40	54	and	and	CCONJ
amwa-479	40	55	age	age	NOUN
amwa-479	40	56	disparities	disparity	NOUN
amwa-479	40	57	are	be	AUX
amwa-479	40	58	affecting	affect	VERB
amwa-479	40	59	clinical	clinical	ADJ
amwa-479	40	60	decision	decision	NOUN
amwa-479	40	61	-	-	PUNCT
amwa-479	40	62	making	making	NOUN
amwa-479	40	63	,	,	PUNCT
amwa-479	40	64	quality	quality	NOUN
amwa-479	40	65	of	of	ADP
amwa-479	40	66	treatment	treatment	NOUN
amwa-479	40	67	,	,	PUNCT
amwa-479	40	68	and	and	CCONJ
amwa-479	40	69	outcome	outcome	VERB
amwa-479	40	70	prognosis.18	prognosis.18	PROPN
amwa-479	40	71	biased	bias	VERB
amwa-479	40	72	messaging	message	VERB
amwa-479	40	73	rooted	root	VERB
amwa-479	40	74	in	in	ADP
amwa-479	40	75	data	data	NOUN
amwa-479	40	76	-	-	PUNCT
amwa-479	40	77	rich	rich	ADJ
amwa-479	40	78	regions	region	NOUN
amwa-479	40	79	exclusion	exclusion	NOUN
amwa-479	40	80	of	of	ADP
amwa-479	40	81	underrepresented	underrepresented	ADJ
amwa-479	40	82	communities	community	NOUN
amwa-479	40	83	risk	risk	NOUN
amwa-479	40	84	of	of	ADP
amwa-479	40	85	medical	medical	ADJ
amwa-479	40	86	writing	writing	NOUN
amwa-479	40	87	failing	fail	VERB
amwa-479	40	88	to	to	PART
amwa-479	40	89	address	address	VERB
amwa-479	40	90	the	the	DET
amwa-479	40	91	needs	need	NOUN
amwa-479	40	92	of	of	ADP
amwa-479	40	93	diverse	diverse	ADJ
amwa-479	40	94	populations	population	NOUN
amwa-479	40	95	lack	lack	NOUN
amwa-479	40	96	of	of	ADP
amwa-479	40	97	human	human	ADJ
amwa-479	40	98	oversight	oversight	NOUN
amwa-479	40	99	overreliance	overreliance	NOUN
amwa-479	40	100	on	on	ADP
amwa-479	40	101	ai	ai	ADJ
amwa-479	40	102	tools	tool	NOUN
amwa-479	40	103	(	(	PUNCT
amwa-479	40	104	automation	automation	NOUN
amwa-479	40	105	bias	bias	NOUN
amwa-479	40	106	)	)	PUNCT
amwa-479	40	107	opaque	opaque	NOUN
amwa-479	40	108	ai	ai	AUX
amwa-479	40	109	decisionmaking	decisionmake	VERB
amwa-479	40	110	(	(	PUNCT
amwa-479	40	111	“	"	PUNCT
amwa-479	40	112	black	black	ADJ
amwa-479	40	113	box	box	NOUN
amwa-479	40	114	”	"	PUNCT
amwa-479	40	115	)	)	PUNCT
amwa-479	40	116	inadequate	inadequate	ADJ
amwa-479	40	117	validation	validation	NOUN
amwa-479	40	118	and	and	CCONJ
amwa-479	40	119	ethical	ethical	ADJ
amwa-479	40	120	safeguards	safeguard	NOUN
amwa-479	40	121	frequent	frequent	ADJ
amwa-479	40	122	false	false	ADJ
amwa-479	40	123	alarms	alarm	NOUN
amwa-479	40	124	can	can	AUX
amwa-479	40	125	desensitize	desensitize	VERB
amwa-479	40	126	users	user	NOUN
amwa-479	40	127	,	,	PUNCT
amwa-479	40	128	leading	lead	VERB
amwa-479	40	129	to	to	ADP
amwa-479	40	130	ignored	ignore	VERB
amwa-479	40	131	alerts	alert	NOUN
amwa-479	40	132	and	and	CCONJ
amwa-479	40	133	perpetuation	perpetuation	NOUN
amwa-479	40	134	of	of	ADP
amwa-479	40	135	ai	ai	NOUN
amwa-479	40	136	-	-	PUNCT
amwa-479	40	137	generated	generate	VERB
amwa-479	40	138	errors	error	NOUN
amwa-479	40	139	(	(	PUNCT
amwa-479	40	140	feedback	feedback	NOUN
amwa-479	40	141	loops).3	loops).3	ADV
amwa-479	40	142	many	many	ADJ
amwa-479	40	143	ai	ai	NOUN
amwa-479	40	144	models	model	NOUN
amwa-479	40	145	function	function	VERB
amwa-479	40	146	as	as	ADP
amwa-479	40	147	“	"	PUNCT
amwa-479	40	148	black	black	ADJ
amwa-479	40	149	boxes	box	NOUN
amwa-479	40	150	,	,	PUNCT
amwa-479	40	151	”	"	PUNCT
amwa-479	40	152	making	make	VERB
amwa-479	40	153	their	their	PRON
amwa-479	40	154	internal	internal	ADJ
amwa-479	40	155	logic	logic	NOUN
amwa-479	40	156	opaque	opaque	NOUN
amwa-479	40	157	and	and	CCONJ
amwa-479	40	158	limiting	limit	VERB
amwa-479	40	159	humans	human	NOUN
amwa-479	40	160	’	'	PUNCT
amwa-479	40	161	ability	ability	NOUN
amwa-479	40	162	to	to	PART
amwa-479	40	163	interpret	interpret	VERB
amwa-479	40	164	outputs.19	outputs.19	PRON
amwa-479	40	165	overreliance	overreliance	NOUN
amwa-479	40	166	on	on	ADP
amwa-479	40	167	ai	ai	ADJ
amwa-479	40	168	tools	tool	NOUN
amwa-479	40	169	can	can	AUX
amwa-479	40	170	diminish	diminish	VERB
amwa-479	40	171	human	human	ADJ
amwa-479	40	172	critical	critical	ADJ
amwa-479	40	173	thinking	thinking	NOUN
amwa-479	40	174	,	,	PUNCT
amwa-479	40	175	leading	lead	VERB
amwa-479	40	176	to	to	ADP
amwa-479	40	177	uncritical	uncritical	ADJ
amwa-479	40	178	acceptance	acceptance	NOUN
amwa-479	40	179	of	of	ADP
amwa-479	40	180	ai	ai	ADJ
amwa-479	40	181	outputs	output	NOUN
amwa-479	40	182	.	.	PUNCT
amwa-479	41	1	this	this	DET
amwa-479	41	2	issue	issue	NOUN
amwa-479	41	3	is	be	AUX
amwa-479	41	4	exacerbated	exacerbate	VERB
amwa-479	41	5	by	by	ADP
amwa-479	41	6	human	human	ADJ
amwa-479	41	7	cognitive	cognitive	ADJ
amwa-479	41	8	fatigue	fatigue	NOUN
amwa-479	41	9	during	during	ADP
amwa-479	41	10	sustained	sustained	ADJ
amwa-479	41	11	oversight	oversight	NOUN
amwa-479	41	12	tasks.8	tasks.8	PROPN
amwa-479	41	13	ai	ai	PROPN
amwa-479	41	14	systems	system	NOUN
amwa-479	41	15	often	often	ADV
amwa-479	41	16	depend	depend	VERB
amwa-479	41	17	on	on	ADP
amwa-479	41	18	large	large	ADJ
amwa-479	41	19	volumes	volume	NOUN
amwa-479	41	20	of	of	ADP
amwa-479	41	21	sensitive	sensitive	ADJ
amwa-479	41	22	personal	personal	ADJ
amwa-479	41	23	or	or	CCONJ
amwa-479	41	24	biological	biological	ADJ
amwa-479	41	25	data	datum	NOUN
amwa-479	41	26	,	,	PUNCT
amwa-479	41	27	raising	raise	VERB
amwa-479	41	28	ethical	ethical	ADJ
amwa-479	41	29	and	and	CCONJ
amwa-479	41	30	regulatory	regulatory	ADJ
amwa-479	41	31	concerns	concern	NOUN
amwa-479	41	32	.	.	PUNCT
amwa-479	42	1	without	without	ADP
amwa-479	42	2	effective	effective	ADJ
amwa-479	42	3	oversight	oversight	NOUN
amwa-479	42	4	,	,	PUNCT
amwa-479	42	5	the	the	DET
amwa-479	42	6	balance	balance	NOUN
amwa-479	42	7	between	between	ADP
amwa-479	42	8	data	datum	NOUN
amwa-479	42	9	use	use	NOUN
amwa-479	42	10	and	and	CCONJ
amwa-479	42	11	individual	individual	ADJ
amwa-479	42	12	privacy	privacy	NOUN
amwa-479	42	13	rights	right	NOUN
amwa-479	42	14	can	can	AUX
amwa-479	42	15	not	not	PART
amwa-479	42	16	be	be	AUX
amwa-479	42	17	adequately	adequately	ADV
amwa-479	42	18	maintained.8	maintained.8	ADJ
amwa-479	42	19	overdependence	overdependence	NOUN
amwa-479	42	20	on	on	ADP
amwa-479	42	21	ai	ai	ADJ
amwa-479	42	22	-	-	PUNCT
amwa-479	42	23	generated	generate	VERB
amwa-479	42	24	text	text	NOUN
amwa-479	42	25	without	without	SCONJ
amwa-479	42	26	verification	verification	NOUN
amwa-479	42	27	reduced	reduce	VERB
amwa-479	42	28	editorial	editorial	ADJ
amwa-479	42	29	quality	quality	NOUN
amwa-479	42	30	and	and	CCONJ
amwa-479	42	31	integrity	integrity	NOUN
amwa-479	42	32	risk	risk	NOUN
amwa-479	42	33	of	of	ADP
amwa-479	42	34	ethical	ethical	ADJ
amwa-479	42	35	or	or	CCONJ
amwa-479	42	36	privacy	privacy	NOUN
amwa-479	42	37	violations	violation	NOUN
amwa-479	42	38	in	in	ADP
amwa-479	42	39	published	publish	VERB
amwa-479	42	40	content	content	NOUN
amwa-479	42	41	ai	ai	VERB
amwa-479	42	42	,	,	PUNCT
amwa-479	42	43	artificial	artificial	ADJ
amwa-479	42	44	intelligence	intelligence	NOUN
amwa-479	42	45	;	;	PUNCT
amwa-479	42	46	llm	llm	PROPN
amwa-479	42	47	,	,	PUNCT
amwa-479	42	48	large	large	ADJ
amwa-479	42	49	language	language	NOUN
amwa-479	42	50	model	model	NOUN
amwa-479	42	51	.	.	PUNCT
amwa-479	43	1	misinformation	misinformation	NOUN
amwa-479	43	2	and	and	CCONJ
amwa-479	43	3	reduce	reduce	VERB
amwa-479	43	4	the	the	DET
amwa-479	43	5	quality	quality	NOUN
amwa-479	43	6	of	of	ADP
amwa-479	43	7	health	health	NOUN
amwa-479	43	8	communication	communication	NOUN
amwa-479	43	9	.	.	PUNCT
amwa-479	44	1	a	a	DET
amwa-479	44	2	practical	practical	ADJ
amwa-479	44	3	way	way	NOUN
amwa-479	44	4	forward	forward	ADV
amwa-479	44	5	involves	involve	VERB
amwa-479	44	6	combining	combine	VERB
amwa-479	44	7	human	human	ADJ
amwa-479	44	8	oversight	oversight	NOUN
amwa-479	44	9	,	,	PUNCT
amwa-479	44	10	collaboration	collaboration	NOUN
amwa-479	44	11	,	,	PUNCT
amwa-479	44	12	and	and	CCONJ
amwa-479	44	13	clear	clear	ADJ
amwa-479	44	14	editorial	editorial	ADJ
amwa-479	44	15	standards	standard	NOUN
amwa-479	44	16	.	.	PUNCT
amwa-479	45	1	writers	writer	NOUN
amwa-479	45	2	do	do	AUX
amwa-479	45	3	not	not	PART
amwa-479	45	4	need	need	VERB
amwa-479	45	5	to	to	PART
amwa-479	45	6	be	be	AUX
amwa-479	45	7	programmers	programmer	NOUN
amwa-479	45	8	to	to	PART
amwa-479	45	9	make	make	VERB
amwa-479	45	10	an	an	DET
amwa-479	45	11	impact	impact	NOUN
amwa-479	45	12	.	.	PUNCT
amwa-479	46	1	they	they	PRON
amwa-479	46	2	can	can	AUX
amwa-479	46	3	flag	flag	VERB
amwa-479	46	4	biased	biased	ADJ
amwa-479	46	5	language	language	NOUN
amwa-479	46	6	,	,	PUNCT
amwa-479	46	7	correct	correct	ADJ
amwa-479	46	8	errors	error	NOUN
amwa-479	46	9	,	,	PUNCT
amwa-479	46	10	and	and	CCONJ
amwa-479	46	11	ensure	ensure	VERB
amwa-479	46	12	that	that	SCONJ
amwa-479	46	13	outputs	output	NOUN
amwa-479	46	14	match	match	VERB
amwa-479	46	15	clinical	clinical	ADJ
amwa-479	46	16	evidence	evidence	NOUN
amwa-479	46	17	.	.	PUNCT
amwa-479	47	1	they	they	PRON
amwa-479	47	2	can	can	AUX
amwa-479	47	3	also	also	ADV
amwa-479	47	4	help	help	VERB
amwa-479	47	5	ensure	ensure	VERB
amwa-479	47	6	that	that	SCONJ
amwa-479	47	7	information	information	NOUN
amwa-479	47	8	reflects	reflect	VERB
amwa-479	47	9	the	the	DET
amwa-479	47	10	needs	need	NOUN
amwa-479	47	11	of	of	ADP
amwa-479	47	12	diverse	diverse	ADJ
amwa-479	47	13	audiences	audience	NOUN
amwa-479	47	14	.	.	PUNCT
amwa-479	48	1	working	work	VERB
amwa-479	48	2	with	with	ADP
amwa-479	48	3	developers	developer	NOUN
amwa-479	48	4	,	,	PUNCT
amwa-479	48	5	ethicists	ethicist	NOUN
amwa-479	48	6	,	,	PUNCT
amwa-479	48	7	and	and	CCONJ
amwa-479	48	8	clinicians	clinician	NOUN
amwa-479	48	9	strengthens	strengthen	VERB
amwa-479	48	10	the	the	DET
amwa-479	48	11	process	process	NOUN
amwa-479	48	12	.	.	PUNCT
amwa-479	49	1	together	together	ADV
amwa-479	49	2	,	,	PUNCT
amwa-479	49	3	these	these	DET
amwa-479	49	4	teams	team	NOUN
amwa-479	49	5	can	can	AUX
amwa-479	49	6	build	build	VERB
amwa-479	49	7	ai	ai	NOUN
amwa-479	49	8	tools	tool	NOUN
amwa-479	49	9	that	that	PRON
amwa-479	49	10	are	be	AUX
amwa-479	49	11	more	more	ADV
amwa-479	49	12	accurate	accurate	ADJ
amwa-479	49	13	,	,	PUNCT
amwa-479	49	14	inclusive	inclusive	ADJ
amwa-479	49	15	,	,	PUNCT
amwa-479	49	16	and	and	CCONJ
amwa-479	49	17	context	context	NOUN
amwa-479	49	18	aware	aware	ADJ
amwa-479	49	19	.	.	PUNCT
amwa-479	50	1	writers	writer	NOUN
amwa-479	50	2	can	can	AUX
amwa-479	50	3	also	also	ADV
amwa-479	50	4	help	help	VERB
amwa-479	50	5	create	create	VERB
amwa-479	50	6	quality	quality	NOUN
amwa-479	50	7	control	control	NOUN
amwa-479	50	8	checklists	checklist	NOUN
amwa-479	50	9	and	and	CCONJ
amwa-479	50	10	review	review	VERB
amwa-479	50	11	protocols	protocol	NOUN
amwa-479	50	12	specific	specific	ADJ
amwa-479	50	13	to	to	ADP
amwa-479	50	14	different	different	ADJ
amwa-479	50	15	health	health	NOUN
amwa-479	50	16	communication	communication	NOUN
amwa-479	50	17	settings	setting	NOUN
amwa-479	50	18	.	.	PUNCT
amwa-479	51	1	bias	bias	NOUN
amwa-479	51	2	can	can	AUX
amwa-479	51	3	not	not	PART
amwa-479	51	4	be	be	AUX
amwa-479	51	5	eliminated	eliminate	VERB
amwa-479	51	6	entirely	entirely	ADV
amwa-479	51	7	,	,	PUNCT
amwa-479	51	8	but	but	CCONJ
amwa-479	51	9	it	it	PRON
amwa-479	51	10	can	can	AUX
amwa-479	51	11	be	be	AUX
amwa-479	51	12	reduced	reduce	VERB
amwa-479	51	13	.	.	PUNCT
amwa-479	52	1	through	through	ADP
amwa-479	52	2	careful	careful	ADJ
amwa-479	52	3	review	review	NOUN
amwa-479	52	4	and	and	CCONJ
amwa-479	52	5	strong	strong	ADJ
amwa-479	52	6	editorial	editorial	ADJ
amwa-479	52	7	judgment	judgment	NOUN
amwa-479	52	8	,	,	PUNCT
amwa-479	52	9	medical	medical	ADJ
amwa-479	52	10	writers	writer	NOUN
amwa-479	52	11	can	can	AUX
amwa-479	52	12	guide	guide	VERB
amwa-479	52	13	ai	ai	VERB
amwa-479	52	14	outputs	output	NOUN
amwa-479	52	15	toward	toward	ADP
amwa-479	52	16	accuracy	accuracy	NOUN
amwa-479	52	17	,	,	PUNCT
amwa-479	52	18	fairness	fairness	NOUN
amwa-479	52	19	,	,	PUNCT
amwa-479	52	20	and	and	CCONJ
amwa-479	52	21	relevance	relevance	NOUN
amwa-479	52	22	.	.	PUNCT
amwa-479	53	1	human	human	ADJ
amwa-479	53	2	oversight	oversight	NOUN
amwa-479	53	3	ensuring	ensure	VERB
amwa-479	53	4	accuracy	accuracy	NOUN
amwa-479	53	5	and	and	CCONJ
amwa-479	53	6	clinical	clinical	ADJ
amwa-479	53	7	relevance	relevance	NOUN
amwa-479	53	8	despite	despite	SCONJ
amwa-479	53	9	their	their	PRON
amwa-479	53	10	remarkable	remarkable	ADJ
amwa-479	53	11	capabilities	capability	NOUN
amwa-479	53	12	,	,	PUNCT
amwa-479	53	13	ai	ai	AUX
amwa-479	53	14	systems	system	NOUN
amwa-479	53	15	are	be	AUX
amwa-479	53	16	not	not	PART
amwa-479	53	17	infallible	infallible	ADJ
amwa-479	53	18	.	.	PUNCT
amwa-479	54	1	they	they	PRON
amwa-479	54	2	lack	lack	VERB
amwa-479	54	3	human	human	ADJ
amwa-479	54	4	qualities	quality	NOUN
amwa-479	54	5	such	such	ADJ
amwa-479	54	6	as	as	ADP
amwa-479	54	7	cognitive	cognitive	ADJ
amwa-479	54	8	reasoning	reasoning	NOUN
amwa-479	54	9	,	,	PUNCT
amwa-479	54	10	contextual	contextual	ADJ
amwa-479	54	11	judgment	judgment	NOUN
amwa-479	54	12	,	,	PUNCT
amwa-479	54	13	and	and	CCONJ
amwa-479	54	14	emotional	emotional	ADJ
amwa-479	54	15	intelligence	intelligence	NOUN
amwa-479	54	16	.	.	PUNCT
amwa-479	55	1	these	these	DET
amwa-479	55	2	limitations	limitation	NOUN
amwa-479	55	3	introduce	introduce	VERB
amwa-479	55	4	serious	serious	ADJ
amwa-479	55	5	risks	risk	NOUN
amwa-479	55	6	,	,	PUNCT
amwa-479	55	7	especially	especially	ADV
amwa-479	55	8	in	in	ADP
amwa-479	55	9	high	high	ADJ
amwa-479	55	10	-	-	PUNCT
amwa-479	55	11	stakes	stake	NOUN
amwa-479	55	12	fields	field	NOUN
amwa-479	55	13	like	like	ADP
amwa-479	55	14	health	health	NOUN
amwa-479	55	15	communication	communication	NOUN
amwa-479	55	16	.	.	PUNCT
amwa-479	56	1	in	in	ADP
amwa-479	56	2	this	this	DET
amwa-479	56	3	context	context	NOUN
amwa-479	56	4	,	,	PUNCT
amwa-479	56	5	medical	medical	ADJ
amwa-479	56	6	writers	writer	NOUN
amwa-479	56	7	serve	serve	VERB
amwa-479	56	8	as	as	ADP
amwa-479	56	9	critical	critical	ADJ
amwa-479	56	10	safeguards	safeguard	NOUN
amwa-479	56	11	responsible	responsible	ADJ
amwa-479	56	12	for	for	ADP
amwa-479	56	13	validating	validate	VERB
amwa-479	56	14	the	the	DET
amwa-479	56	15	consistency	consistency	NOUN
amwa-479	56	16	,	,	PUNCT
amwa-479	56	17	accuracy	accuracy	NOUN
amwa-479	56	18	,	,	PUNCT
amwa-479	56	19	and	and	CCONJ
amwa-479	56	20	clinical	clinical	ADJ
amwa-479	56	21	relevance	relevance	NOUN
amwa-479	56	22	of	of	ADP
amwa-479	56	23	ai	ai	ADJ
amwa-479	56	24	-	-	PUNCT
amwa-479	56	25	generated	generate	VERB
amwa-479	56	26	content	content	NOUN
amwa-479	56	27	.	.	PUNCT
amwa-479	57	1	this	this	PRON
amwa-479	57	2	includes	include	VERB
amwa-479	57	3	checking	checking	NOUN
amwa-479	57	4	facts	fact	NOUN
amwa-479	57	5	,	,	PUNCT
amwa-479	57	6	identifying	identify	VERB
amwa-479	57	7	discrepancies	discrepancy	NOUN
amwa-479	57	8	,	,	PUNCT
amwa-479	57	9	and	and	CCONJ
amwa-479	57	10	correcting	correct	VERB
amwa-479	57	11	biased	biased	ADJ
amwa-479	57	12	or	or	CCONJ
amwa-479	57	13	misleading	misleading	ADJ
amwa-479	57	14	content	content	NOUN
amwa-479	57	15	.	.	PUNCT
amwa-479	58	1	a	a	DET
amwa-479	58	2	common	common	ADJ
amwa-479	58	3	issue	issue	NOUN
amwa-479	58	4	when	when	SCONJ
amwa-479	58	5	relying	rely	VERB
amwa-479	58	6	on	on	ADP
amwa-479	58	7	ai	ai	ADJ
amwa-479	58	8	-	-	PUNCT
amwa-479	58	9	generated	generate	VERB
amwa-479	58	10	data	datum	NOUN
amwa-479	58	11	is	be	AUX
amwa-479	58	12	the	the	DET
amwa-479	58	13	overgeneralization	overgeneralization	NOUN
amwa-479	58	14	of	of	ADP
amwa-479	58	15	specific	specific	ADJ
amwa-479	58	16	findings	finding	NOUN
amwa-479	58	17	beyond	beyond	ADP
amwa-479	58	18	the	the	DET
amwa-479	58	19	populations	population	NOUN
amwa-479	58	20	studied	study	VERB
amwa-479	58	21	,	,	PUNCT
amwa-479	58	22	especially	especially	ADV
amwa-479	58	23	in	in	ADP
amwa-479	58	24	summarized	summarize	VERB
amwa-479	58	25	medical	medical	ADJ
amwa-479	58	26	information.20	information.20	PROPN
amwa-479	58	27	when	when	SCONJ
amwa-479	58	28	ai	ai	VERB
amwa-479	58	29	systems	system	NOUN
amwa-479	58	30	generate	generate	VERB
amwa-479	58	31	diagnostic	diagnostic	ADJ
amwa-479	58	32	content	content	NOUN
amwa-479	58	33	or	or	CCONJ
amwa-479	58	34	treatment	treatment	NOUN
amwa-479	58	35	suggestions	suggestion	NOUN
amwa-479	58	36	,	,	PUNCT
amwa-479	58	37	they	they	PRON
amwa-479	58	38	may	may	AUX
amwa-479	58	39	generalize	generalize	VERB
amwa-479	58	40	findings	finding	NOUN
amwa-479	58	41	toward	toward	ADP
amwa-479	58	42	an	an	DET
amwa-479	58	43	irrelevant	irrelevant	ADJ
amwa-479	58	44	population	population	NOUN
amwa-479	58	45	,	,	PUNCT
amwa-479	58	46	without	without	ADP
amwa-479	58	47	considering	consider	VERB
amwa-479	58	48	individual	individual	ADJ
amwa-479	58	49	patient	patient	ADJ
amwa-479	58	50	needs.21	needs.21	NOUN
amwa-479	58	51	for	for	ADP
amwa-479	58	52	example	example	NOUN
amwa-479	58	53	,	,	PUNCT
amwa-479	58	54	in	in	ADP
amwa-479	58	55	a	a	DET
amwa-479	58	56	study	study	NOUN
amwa-479	58	57	of	of	ADP
amwa-479	58	58	chest	chest	NOUN
amwa-479	58	59	radiograph	radiograph	NOUN
amwa-479	58	60	classifiers	classifier	NOUN
amwa-479	58	61	trained	train	VERB
amwa-479	58	62	on	on	ADP
amwa-479	58	63	3	3	NUM
amwa-479	58	64	large	large	ADJ
amwa-479	58	65	chest	chest	NOUN
amwa-479	58	66	x	x	NOUN
amwa-479	58	67	-	-	NOUN
amwa-479	58	68	ray	ray	NOUN
amwa-479	58	69	data	datum	NOUN
amwa-479	58	70	sets	set	NOUN
amwa-479	58	71	and	and	CCONJ
amwa-479	58	72	1	1	NUM
amwa-479	58	73	multisource	multisource	ADJ
amwa-479	58	74	data	datum	NOUN
amwa-479	58	75	set	set	VERB
amwa-479	58	76	,	,	PUNCT
amwa-479	58	77	ai	ai	PROPN
amwa-479	58	78	systems	system	NOUN
amwa-479	58	79	were	be	AUX
amwa-479	58	80	found	find	VERB
amwa-479	58	81	to	to	PART
amwa-479	58	82	selectively	selectively	VERB
amwa-479	58	83	underdiagnose	underdiagnose	ADJ
amwa-479	58	84	conditions	condition	NOUN
amwa-479	58	85	in	in	ADP
amwa-479	58	86	underserved	underserved	ADJ
amwa-479	58	87	patient	patient	NOUN
amwa-479	58	88	populations.22	populations.22	VERB
amwa-479	58	89	the	the	DET
amwa-479	58	90	underdiagnosis	underdiagnosis	NOUN
amwa-479	58	91	rates	rate	NOUN
amwa-479	58	92	were	be	AUX
amwa-479	58	93	even	even	ADV
amwa-479	58	94	higher	high	ADJ
amwa-479	58	95	for	for	ADP
amwa-479	58	96	intersectional	intersectional	ADJ
amwa-479	58	97	subgroups	subgroup	NOUN
amwa-479	58	98	,	,	PUNCT
amwa-479	58	99	such	such	ADJ
amwa-479	58	100	as	as	ADP
amwa-479	58	101	hispanic	hispanic	ADJ
amwa-479	58	102	female	female	ADJ
amwa-479	58	103	patients	patient	NOUN
amwa-479	58	104	.	.	PUNCT
amwa-479	59	1	these	these	DET
amwa-479	59	2	frequent	frequent	ADJ
amwa-479	59	3	misclassifications	misclassification	NOUN
amwa-479	59	4	increase	increase	VERB
amwa-479	59	5	the	the	DET
amwa-479	59	6	risk	risk	NOUN
amwa-479	59	7	of	of	ADP
amwa-479	59	8	delayed	delay	VERB
amwa-479	59	9	or	or	CCONJ
amwa-479	59	10	missed	miss	VERB
amwa-479	59	11	treatment	treatment	NOUN
amwa-479	59	12	.	.	PUNCT
amwa-479	60	1	this	this	PRON
amwa-479	60	2	illustrates	illustrate	VERB
amwa-479	60	3	how	how	SCONJ
amwa-479	60	4	algorithmic	algorithmic	ADJ
amwa-479	60	5	generalization	generalization	NOUN
amwa-479	60	6	can	can	AUX
amwa-479	60	7	perpetuate	perpetuate	VERB
amwa-479	60	8	or	or	CCONJ
amwa-479	60	9	amplify	amplify	VERB
amwa-479	60	10	disparities	disparity	NOUN
amwa-479	60	11	when	when	SCONJ
amwa-479	60	12	ai	ai	VERB
amwa-479	60	13	systems	system	NOUN
amwa-479	60	14	are	be	AUX
amwa-479	60	15	deployed	deploy	VERB
amwa-479	60	16	without	without	ADP
amwa-479	60	17	accounting	account	VERB
amwa-479	60	18	for	for	ADP
amwa-479	60	19	specific	specific	ADJ
amwa-479	60	20	variations	variation	NOUN
amwa-479	60	21	or	or	CCONJ
amwa-479	60	22	patient	patient	ADJ
amwa-479	60	23	context	context	NOUN
amwa-479	60	24	.	.	PUNCT
amwa-479	61	1	medical	medical	ADJ
amwa-479	61	2	writers	writer	NOUN
amwa-479	61	3	should	should	AUX
amwa-479	61	4	remain	remain	VERB
amwa-479	61	5	alert	alert	ADJ
amwa-479	61	6	to	to	ADP
amwa-479	61	7	this	this	DET
amwa-479	61	8	dynamic	dynamic	ADJ
amwa-479	61	9	as	as	SCONJ
amwa-479	61	10	overgeneralizations	overgeneralization	NOUN
amwa-479	61	11	produced	produce	VERB
amwa-479	61	12	by	by	ADP
amwa-479	61	13	ai	ai	VERB
amwa-479	61	14	can	can	AUX
amwa-479	61	15	distort	distort	VERB
amwa-479	61	16	scientific	scientific	ADJ
amwa-479	61	17	understanding	understanding	NOUN
amwa-479	61	18	and	and	CCONJ
amwa-479	61	19	undermine	undermine	VERB
amwa-479	61	20	the	the	DET
amwa-479	61	21	standards	standard	NOUN
amwa-479	61	22	of	of	ADP
amwa-479	61	23	precision	precision	NOUN
amwa-479	61	24	and	and	CCONJ
amwa-479	61	25	equity	equity	NOUN
amwa-479	61	26	required	require	VERB
amwa-479	61	27	in	in	ADP
amwa-479	61	28	health	health	NOUN
amwa-479	61	29	communication	communication	NOUN
amwa-479	61	30	.	.	PUNCT
amwa-479	62	1	another	another	DET
amwa-479	62	2	issue	issue	NOUN
amwa-479	62	3	is	be	AUX
amwa-479	62	4	hallucinations	hallucination	NOUN
amwa-479	62	5	,	,	PUNCT
amwa-479	62	6	in	in	ADP
amwa-479	62	7	which	which	PRON
amwa-479	62	8	even	even	ADV
amwa-479	62	9	the	the	DET
amwa-479	62	10	most	most	ADV
amwa-479	62	11	advanced	advanced	ADJ
amwa-479	62	12	and	and	CCONJ
amwa-479	62	13	well	well	ADV
amwa-479	62	14	-	-	PUNCT
amwa-479	62	15	trained	train	VERB
amwa-479	63	1	ai	ai	NOUN
amwa-479	63	2	tools	tool	NOUN
amwa-479	63	3	can	can	AUX
amwa-479	63	4	generate	generate	VERB
amwa-479	63	5	fabricated	fabricate	VERB
amwa-479	63	6	http://www.amwajournal.org	http://www.amwajournal.org	PUNCT
amwa-479	63	7	amwajournal.org	amwajournal.org	X
amwa-479	63	8	7ai	7ai	ADJ
amwa-479	63	9	bias	bias	NOUN
amwa-479	63	10	in	in	ADP
amwa-479	63	11	health	health	NOUN
amwa-479	63	12	communication	communication	NOUN
amwa-479	63	13	data	datum	NOUN
amwa-479	63	14	or	or	CCONJ
amwa-479	63	15	references	reference	NOUN
amwa-479	63	16	.	.	PUNCT
amwa-479	64	1	hallucination	hallucination	NOUN
amwa-479	64	2	in	in	ADP
amwa-479	64	3	scientific	scientific	ADJ
amwa-479	64	4	citation	citation	NOUN
amwa-479	64	5	was	be	AUX
amwa-479	64	6	shown	show	VERB
amwa-479	64	7	to	to	PART
amwa-479	64	8	affect	affect	VERB
amwa-479	64	9	approximately	approximately	ADV
amwa-479	64	10	20	20	NUM
amwa-479	64	11	%	%	NOUN
amwa-479	64	12	to	to	PART
amwa-479	64	13	50	50	NUM
amwa-479	64	14	%	%	NOUN
amwa-479	64	15	of	of	ADP
amwa-479	64	16	ai	ai	ADJ
amwa-479	64	17	-	-	PUNCT
amwa-479	64	18	generated	generate	VERB
amwa-479	64	19	content	content	NOUN
amwa-479	64	20	,	,	PUNCT
amwa-479	64	21	depending	depend	VERB
amwa-479	64	22	on	on	ADP
amwa-479	64	23	task	task	NOUN
amwa-479	64	24	complexity.6,23	complexity.6,23	PROPN
amwa-479	64	25	in	in	ADP
amwa-479	64	26	response	response	NOUN
amwa-479	64	27	to	to	ADP
amwa-479	64	28	these	these	DET
amwa-479	64	29	challenges	challenge	NOUN
amwa-479	64	30	,	,	PUNCT
amwa-479	64	31	medical	medical	ADJ
amwa-479	64	32	writers	writer	NOUN
amwa-479	64	33	must	must	AUX
amwa-479	64	34	always	always	ADV
amwa-479	64	35	scrutinize	scrutinize	VERB
amwa-479	64	36	the	the	DET
amwa-479	64	37	sources	source	NOUN
amwa-479	64	38	cited	cite	VERB
amwa-479	64	39	and	and	CCONJ
amwa-479	64	40	referenced	reference	VERB
amwa-479	64	41	by	by	ADP
amwa-479	64	42	ai	ai	PROPN
amwa-479	64	43	tools	tool	NOUN
amwa-479	64	44	.	.	PUNCT
amwa-479	65	1	their	their	PRON
amwa-479	65	2	oversight	oversight	NOUN
amwa-479	65	3	helps	helps	AUX
amwa-479	65	4	uncover	uncover	VERB
amwa-479	65	5	potential	potential	ADJ
amwa-479	65	6	inaccuracies	inaccuracy	NOUN
amwa-479	65	7	or	or	CCONJ
amwa-479	65	8	hallucinations	hallucination	NOUN
amwa-479	65	9	,	,	PUNCT
amwa-479	65	10	which	which	PRON
amwa-479	65	11	may	may	AUX
amwa-479	65	12	otherwise	otherwise	ADV
amwa-479	65	13	go	go	VERB
amwa-479	65	14	unnoticed.5	unnoticed.5	NOUN
amwa-479	65	15	this	this	PRON
amwa-479	65	16	can	can	AUX
amwa-479	65	17	be	be	AUX
amwa-479	65	18	facilitated	facilitate	VERB
amwa-479	65	19	by	by	ADP
amwa-479	65	20	the	the	DET
amwa-479	65	21	use	use	NOUN
amwa-479	65	22	of	of	ADP
amwa-479	65	23	citation	citation	NOUN
amwa-479	65	24	verification	verification	NOUN
amwa-479	65	25	tools	tool	NOUN
amwa-479	65	26	that	that	PRON
amwa-479	65	27	automatically	automatically	ADV
amwa-479	65	28	flag	flag	NOUN
amwa-479	65	29	fabricated	fabricate	VERB
amwa-479	65	30	or	or	CCONJ
amwa-479	65	31	incorrect	incorrect	ADJ
amwa-479	65	32	references	reference	NOUN
amwa-479	65	33	generated	generate	VERB
amwa-479	65	34	by	by	ADP
amwa-479	65	35	ai.24	ai.24	PROPN
amwa-479	65	36	another	another	DET
amwa-479	65	37	effective	effective	ADJ
amwa-479	65	38	strategy	strategy	NOUN
amwa-479	65	39	is	be	AUX
amwa-479	65	40	applying	apply	VERB
amwa-479	65	41	retrieval	retrieval	NOUN
amwa-479	65	42	-	-	PUNCT
amwa-479	65	43	augmented	augment	VERB
amwa-479	65	44	generation	generation	NOUN
amwa-479	65	45	,	,	PUNCT
amwa-479	65	46	which	which	PRON
amwa-479	65	47	can	can	AUX
amwa-479	65	48	constrain	constrain	VERB
amwa-479	65	49	ai	ai	VERB
amwa-479	65	50	outputs	output	NOUN
amwa-479	65	51	to	to	PART
amwa-479	65	52	trusted	trust	VERB
amwa-479	65	53	,	,	PUNCT
amwa-479	65	54	realtime	realtime	NOUN
amwa-479	65	55	databases	database	NOUN
amwa-479	65	56	,	,	PUNCT
amwa-479	65	57	thereby	thereby	ADV
amwa-479	65	58	mitigating	mitigate	VERB
amwa-479	65	59	ai	ai	VERB
amwa-479	65	60	hallucinations.25,26	hallucinations.25,26	NOUN
amwa-479	65	61	evidence	evidence	NOUN
amwa-479	65	62	suggests	suggest	VERB
amwa-479	65	63	that	that	SCONJ
amwa-479	65	64	ai	ai	VERB
amwa-479	65	65	can	can	AUX
amwa-479	65	66	not	not	PART
amwa-479	65	67	be	be	AUX
amwa-479	65	68	solely	solely	ADV
amwa-479	65	69	relied	rely	VERB
amwa-479	65	70	upon	upon	SCONJ
amwa-479	65	71	to	to	PART
amwa-479	65	72	produce	produce	VERB
amwa-479	65	73	complex	complex	ADJ
amwa-479	65	74	health	health	NOUN
amwa-479	65	75	communication	communication	NOUN
amwa-479	65	76	materials	material	NOUN
amwa-479	65	77	without	without	ADP
amwa-479	65	78	human	human	ADJ
amwa-479	65	79	oversight	oversight	NOUN
amwa-479	65	80	.	.	PUNCT
amwa-479	66	1	a	a	DET
amwa-479	66	2	recent	recent	ADJ
amwa-479	66	3	study	study	NOUN
amwa-479	66	4	by	by	ADP
amwa-479	66	5	mcminn	mcminn	PROPN
amwa-479	66	6	et	et	PROPN
amwa-479	66	7	al	al	PROPN
amwa-479	66	8	highlights	highlight	VERB
amwa-479	66	9	the	the	DET
amwa-479	66	10	ongoing	ongoing	ADJ
amwa-479	66	11	need	need	NOUN
amwa-479	66	12	for	for	ADP
amwa-479	66	13	editorial	editorial	ADJ
amwa-479	66	14	review	review	NOUN
amwa-479	66	15	when	when	SCONJ
amwa-479	66	16	using	use	VERB
amwa-479	66	17	llms	llm	NOUN
amwa-479	66	18	to	to	PART
amwa-479	66	19	generate	generate	VERB
amwa-479	66	20	plain	plain	ADJ
amwa-479	66	21	language	language	NOUN
amwa-479	66	22	summary	summary	NOUN
amwa-479	66	23	abstracts.27	abstracts.27	PROPN
amwa-479	66	24	the	the	DET
amwa-479	66	25	study	study	NOUN
amwa-479	66	26	found	find	VERB
amwa-479	66	27	that	that	SCONJ
amwa-479	66	28	llms	llm	NOUN
amwa-479	66	29	can	can	AUX
amwa-479	66	30	introduce	introduce	VERB
amwa-479	66	31	persistent	persistent	ADJ
amwa-479	66	32	errors	error	NOUN
amwa-479	66	33	,	,	PUNCT
amwa-479	66	34	such	such	ADJ
amwa-479	66	35	as	as	ADP
amwa-479	66	36	misrepresenting	misrepresent	VERB
amwa-479	66	37	clinical	clinical	ADJ
amwa-479	66	38	content	content	NOUN
amwa-479	66	39	,	,	PUNCT
amwa-479	66	40	reinforcing	reinforce	VERB
amwa-479	66	41	inaccurate	inaccurate	ADJ
amwa-479	66	42	associations	association	NOUN
amwa-479	66	43	between	between	ADP
amwa-479	66	44	conditions	condition	NOUN
amwa-479	66	45	and	and	CCONJ
amwa-479	66	46	demographics	demographic	NOUN
amwa-479	66	47	,	,	PUNCT
amwa-479	66	48	and	and	CCONJ
amwa-479	66	49	omitting	omit	VERB
amwa-479	66	50	or	or	CCONJ
amwa-479	66	51	misusing	misuse	VERB
amwa-479	66	52	sensitive	sensitive	ADJ
amwa-479	66	53	terms	term	NOUN
amwa-479	66	54	.	.	PUNCT
amwa-479	67	1	although	although	SCONJ
amwa-479	67	2	ai	ai	AUX
amwa-479	67	3	-	-	PUNCT
amwa-479	67	4	assisted	assist	VERB
amwa-479	67	5	approaches	approach	NOUN
amwa-479	67	6	improved	improve	VERB
amwa-479	67	7	readability	readability	NOUN
amwa-479	67	8	and	and	CCONJ
amwa-479	67	9	reduced	reduce	VERB
amwa-479	67	10	drafting	drafting	NOUN
amwa-479	67	11	time	time	NOUN
amwa-479	67	12	,	,	PUNCT
amwa-479	67	13	the	the	DET
amwa-479	67	14	authors	author	NOUN
amwa-479	67	15	stressed	stress	VERB
amwa-479	67	16	that	that	SCONJ
amwa-479	67	17	medical	medical	ADJ
amwa-479	67	18	writers	writer	NOUN
amwa-479	67	19	remain	remain	VERB
amwa-479	67	20	essential	essential	ADJ
amwa-479	67	21	for	for	ADP
amwa-479	67	22	reviewing	reviewing	NOUN
amwa-479	67	23	and	and	CCONJ
amwa-479	67	24	refining	refining	NOUN
amwa-479	67	25	content	content	NOUN
amwa-479	67	26	to	to	PART
amwa-479	67	27	ensure	ensure	VERB
amwa-479	67	28	accuracy	accuracy	NOUN
amwa-479	67	29	,	,	PUNCT
amwa-479	67	30	clarity	clarity	NOUN
amwa-479	67	31	,	,	PUNCT
amwa-479	67	32	and	and	CCONJ
amwa-479	67	33	appropriateness	appropriateness	NOUN
amwa-479	67	34	for	for	ADP
amwa-479	67	35	lay	lie	VERB
amwa-479	67	36	audiences	audience	NOUN
amwa-479	67	37	.	.	PUNCT
amwa-479	68	1	reviewing	review	VERB
amwa-479	68	2	fairness	fairness	NOUN
amwa-479	68	3	,	,	PUNCT
amwa-479	68	4	equality	equality	NOUN
amwa-479	68	5	,	,	PUNCT
amwa-479	68	6	and	and	CCONJ
amwa-479	68	7	equity	equity	NOUN
amwa-479	68	8	medical	medical	ADJ
amwa-479	68	9	writers	writer	NOUN
amwa-479	68	10	must	must	AUX
amwa-479	68	11	remain	remain	VERB
amwa-479	68	12	vigilant	vigilant	ADJ
amwa-479	68	13	to	to	PART
amwa-479	68	14	detect	detect	VERB
amwa-479	68	15	embedded	embed	VERB
amwa-479	68	16	biases	bias	NOUN
amwa-479	68	17	in	in	ADP
amwa-479	68	18	ai	ai	PROPN
amwa-479	68	19	outputs	output	NOUN
amwa-479	68	20	,	,	PUNCT
amwa-479	68	21	such	such	ADJ
amwa-479	68	22	as	as	ADP
amwa-479	68	23	skewed	skewed	ADJ
amwa-479	68	24	disease	disease	NOUN
amwa-479	68	25	associations	association	NOUN
amwa-479	68	26	,	,	PUNCT
amwa-479	68	27	exclusion	exclusion	NOUN
amwa-479	68	28	of	of	ADP
amwa-479	68	29	certain	certain	ADJ
amwa-479	68	30	populations	population	NOUN
amwa-479	68	31	,	,	PUNCT
amwa-479	68	32	and	and	CCONJ
amwa-479	68	33	the	the	DET
amwa-479	68	34	use	use	NOUN
amwa-479	68	35	of	of	ADP
amwa-479	68	36	inequitable	inequitable	ADJ
amwa-479	68	37	language	language	NOUN
amwa-479	68	38	.	.	PUNCT
amwa-479	69	1	although	although	SCONJ
amwa-479	69	2	these	these	DET
amwa-479	69	3	issues	issue	NOUN
amwa-479	69	4	are	be	AUX
amwa-479	69	5	best	well	ADV
amwa-479	69	6	addressed	address	VERB
amwa-479	69	7	at	at	ADP
amwa-479	69	8	the	the	DET
amwa-479	69	9	levels	level	NOUN
amwa-479	69	10	of	of	ADP
amwa-479	69	11	data	datum	NOUN
amwa-479	69	12	collection	collection	NOUN
amwa-479	69	13	and	and	CCONJ
amwa-479	69	14	algorithm	algorithm	NOUN
amwa-479	69	15	design	design	NOUN
amwa-479	69	16	,	,	PUNCT
amwa-479	69	17	human	human	ADJ
amwa-479	69	18	oversight	oversight	NOUN
amwa-479	69	19	at	at	ADP
amwa-479	69	20	the	the	DET
amwa-479	69	21	postprocessing	postprocessing	NOUN
amwa-479	69	22	stage	stage	NOUN
amwa-479	69	23	remains	remain	VERB
amwa-479	69	24	critical	critical	ADJ
amwa-479	69	25	.	.	PUNCT
amwa-479	70	1	by	by	ADP
amwa-479	70	2	carefully	carefully	ADV
amwa-479	70	3	inspecting	inspect	VERB
amwa-479	70	4	and	and	CCONJ
amwa-479	70	5	revising	revise	VERB
amwa-479	70	6	the	the	DET
amwa-479	70	7	generated	generate	VERB
amwa-479	70	8	ai	ai	PROPN
amwa-479	70	9	content	content	NOUN
amwa-479	70	10	,	,	PUNCT
amwa-479	70	11	medical	medical	ADJ
amwa-479	70	12	writers	writer	NOUN
amwa-479	70	13	can	can	AUX
amwa-479	70	14	correct	correct	VERB
amwa-479	70	15	language	language	NOUN
amwa-479	70	16	that	that	PRON
amwa-479	70	17	may	may	AUX
amwa-479	70	18	exacerbate	exacerbate	VERB
amwa-479	70	19	existing	exist	VERB
amwa-479	70	20	inequalities	inequality	NOUN
amwa-479	70	21	,	,	PUNCT
amwa-479	70	22	discriminate	discriminate	VERB
amwa-479	70	23	against	against	ADP
amwa-479	70	24	marginalized	marginalize	VERB
amwa-479	70	25	groups	group	NOUN
amwa-479	70	26	,	,	PUNCT
amwa-479	70	27	or	or	CCONJ
amwa-479	70	28	perpetuate	perpetuate	VERB
amwa-479	70	29	gender	gender	NOUN
amwa-479	70	30	stereotypes	stereotype	NOUN
amwa-479	70	31	.	.	PUNCT
amwa-479	71	1	additionally	additionally	ADV
amwa-479	71	2	,	,	PUNCT
amwa-479	71	3	they	they	PRON
amwa-479	71	4	can	can	AUX
amwa-479	71	5	mitigate	mitigate	VERB
amwa-479	71	6	bias	bias	NOUN
amwa-479	71	7	through	through	ADP
amwa-479	71	8	implementing	implement	VERB
amwa-479	71	9	content	content	NOUN
amwa-479	71	10	filters	filter	NOUN
amwa-479	71	11	and	and	CCONJ
amwa-479	71	12	transfer	transfer	VERB
amwa-479	71	13	learning	learning	NOUN
amwa-479	71	14	methods	method	NOUN
amwa-479	71	15	to	to	PART
amwa-479	71	16	adapt	adapt	VERB
amwa-479	71	17	models	model	NOUN
amwa-479	71	18	to	to	ADP
amwa-479	71	19	diverse	diverse	ADJ
amwa-479	71	20	populations	population	NOUN
amwa-479	71	21	.	.	PUNCT
amwa-479	72	1	they	they	PRON
amwa-479	72	2	can	can	AUX
amwa-479	72	3	also	also	ADV
amwa-479	72	4	be	be	AUX
amwa-479	72	5	part	part	NOUN
amwa-479	72	6	of	of	ADP
amwa-479	72	7	regular	regular	ADJ
amwa-479	72	8	audits	audits	NOUN
amwa-479	72	9	,	,	PUNCT
amwa-479	72	10	continuous	continuous	ADJ
amwa-479	72	11	monitoring	monitoring	NOUN
amwa-479	72	12	,	,	PUNCT
amwa-479	72	13	and	and	CCONJ
amwa-479	72	14	feedback	feedback	NOUN
amwa-479	72	15	loops	loop	NOUN
amwa-479	72	16	that	that	PRON
amwa-479	72	17	are	be	AUX
amwa-479	72	18	performed	perform	VERB
amwa-479	72	19	to	to	PART
amwa-479	72	20	enhance	enhance	VERB
amwa-479	72	21	fairness	fairness	NOUN
amwa-479	72	22	,	,	PUNCT
amwa-479	72	23	equality	equality	NOUN
amwa-479	72	24	,	,	PUNCT
amwa-479	72	25	and	and	CCONJ
amwa-479	72	26	equity	equity	NOUN
amwa-479	72	27	over	over	ADP
amwa-479	72	28	time.28	time.28	PROPN
amwa-479	72	29	a	a	DET
amwa-479	72	30	key	key	ADJ
amwa-479	72	31	element	element	NOUN
amwa-479	72	32	in	in	ADP
amwa-479	72	33	promoting	promote	VERB
amwa-479	72	34	fairness	fairness	NOUN
amwa-479	72	35	,	,	PUNCT
amwa-479	72	36	equality	equality	NOUN
amwa-479	72	37	,	,	PUNCT
amwa-479	72	38	and	and	CCONJ
amwa-479	72	39	equity	equity	NOUN
amwa-479	72	40	in	in	ADP
amwa-479	72	41	health	health	NOUN
amwa-479	72	42	communication	communication	NOUN
amwa-479	72	43	is	be	AUX
amwa-479	72	44	the	the	DET
amwa-479	72	45	use	use	NOUN
amwa-479	72	46	of	of	ADP
amwa-479	72	47	appropriate	appropriate	ADJ
amwa-479	72	48	terminology	terminology	NOUN
amwa-479	72	49	and	and	CCONJ
amwa-479	72	50	word	word	NOUN
amwa-479	72	51	choice	choice	NOUN
amwa-479	72	52	.	.	PUNCT
amwa-479	73	1	ai	ai	VERB
amwa-479	73	2	content	content	NOUN
amwa-479	73	3	does	do	AUX
amwa-479	73	4	not	not	PART
amwa-479	73	5	consistently	consistently	ADV
amwa-479	73	6	use	use	VERB
amwa-479	73	7	appropriate	appropriate	ADJ
amwa-479	73	8	or	or	CCONJ
amwa-479	73	9	inclusive	inclusive	ADJ
amwa-479	73	10	terminology	terminology	NOUN
amwa-479	73	11	,	,	PUNCT
amwa-479	73	12	which	which	PRON
amwa-479	73	13	highlights	highlight	VERB
amwa-479	73	14	the	the	DET
amwa-479	73	15	need	need	NOUN
amwa-479	73	16	for	for	ADP
amwa-479	73	17	supervision	supervision	NOUN
amwa-479	73	18	by	by	ADP
amwa-479	73	19	medical	medical	ADJ
amwa-479	73	20	writers	writer	NOUN
amwa-479	73	21	.	.	PUNCT
amwa-479	74	1	for	for	ADP
amwa-479	74	2	example	example	NOUN
amwa-479	74	3	,	,	PUNCT
amwa-479	74	4	medical	medical	ADJ
amwa-479	74	5	writers	writer	NOUN
amwa-479	74	6	can	can	AUX
amwa-479	74	7	rely	rely	VERB
amwa-479	74	8	on	on	ADP
amwa-479	74	9	established	establish	VERB
amwa-479	74	10	terminology	terminology	NOUN
amwa-479	74	11	standards	standard	NOUN
amwa-479	74	12	such	such	ADJ
amwa-479	74	13	as	as	ADP
amwa-479	74	14	the	the	DET
amwa-479	74	15	international	international	ADJ
amwa-479	74	16	statistical	statistical	ADJ
amwa-479	74	17	classification	classification	NOUN
amwa-479	74	18	of	of	ADP
amwa-479	74	19	diseases	disease	NOUN
amwa-479	74	20	,	,	PUNCT
amwa-479	74	21	systematized	systematize	VERB
amwa-479	74	22	nomenclature	nomenclature	NOUN
amwa-479	74	23	of	of	ADP
amwa-479	74	24	medicine	medicine	NOUN
amwa-479	74	25	—	—	PUNCT
amwa-479	74	26	clinical	clinical	ADJ
amwa-479	74	27	terms	term	NOUN
amwa-479	74	28	,	,	PUNCT
amwa-479	74	29	and	and	CCONJ
amwa-479	74	30	logical	logical	ADJ
amwa-479	74	31	observation	observation	NOUN
amwa-479	74	32	identifiers	identifier	NOUN
amwa-479	74	33	names	name	NOUN
amwa-479	74	34	and	and	CCONJ
amwa-479	74	35	codes.15	codes.15	VERB
amwa-479	74	36	the	the	DET
amwa-479	74	37	american	american	PROPN
amwa-479	74	38	medical	medical	PROPN
amwa-479	74	39	association	association	PROPN
amwa-479	74	40	and	and	CCONJ
amwa-479	74	41	the	the	DET
amwa-479	74	42	association	association	NOUN
amwa-479	74	43	of	of	ADP
amwa-479	74	44	american	american	PROPN
amwa-479	74	45	medical	medical	ADJ
amwa-479	74	46	colleges	college	NOUN
amwa-479	74	47	have	have	AUX
amwa-479	74	48	further	far	ADV
amwa-479	74	49	emphasized	emphasize	VERB
amwa-479	74	50	the	the	DET
amwa-479	74	51	medical	medical	ADJ
amwa-479	74	52	writer	writer	NOUN
amwa-479	74	53	’s	’s	PART
amwa-479	74	54	role	role	NOUN
amwa-479	74	55	in	in	ADP
amwa-479	74	56	their	their	PRON
amwa-479	74	57	guide	guide	NOUN
amwa-479	74	58	,	,	PUNCT
amwa-479	74	59	advancing	advance	VERB
amwa-479	74	60	health	health	NOUN
amwa-479	74	61	equity	equity	NOUN
amwa-479	74	62	:	:	PUNCT
amwa-479	74	63	a	a	DET
amwa-479	74	64	guide	guide	NOUN
amwa-479	74	65	to	to	ADP
amwa-479	74	66	language	language	NOUN
amwa-479	74	67	,	,	PUNCT
amwa-479	74	68	narrative	narrative	NOUN
amwa-479	74	69	and	and	CCONJ
amwa-479	74	70	concepts	concept	NOUN
amwa-479	74	71	,	,	PUNCT
amwa-479	74	72	which	which	PRON
amwa-479	74	73	offers	offer	VERB
amwa-479	74	74	comprehensive	comprehensive	ADJ
amwa-479	74	75	support	support	NOUN
amwa-479	74	76	for	for	ADP
amwa-479	74	77	equity	equity	NOUN
amwa-479	74	78	-	-	PUNCT
amwa-479	74	79	focused	focused	ADJ
amwa-479	74	80	,	,	PUNCT
amwa-479	74	81	person	person	NOUN
amwa-479	74	82	-	-	PUNCT
amwa-479	74	83	first	first	ADJ
amwa-479	74	84	language.29	language.29	NOUN
amwa-479	74	85	understanding	understand	VERB
amwa-479	74	86	the	the	DET
amwa-479	74	87	characteristics	characteristic	NOUN
amwa-479	74	88	of	of	ADP
amwa-479	74	89	the	the	DET
amwa-479	74	90	targeted	target	VERB
amwa-479	74	91	audience	audience	NOUN
amwa-479	74	92	is	be	AUX
amwa-479	74	93	essential	essential	ADJ
amwa-479	74	94	to	to	AUX
amwa-479	74	95	effective	effective	ADJ
amwa-479	74	96	health	health	NOUN
amwa-479	74	97	communication	communication	NOUN
amwa-479	74	98	.	.	PUNCT
amwa-479	75	1	however	however	ADV
amwa-479	75	2	,	,	PUNCT
amwa-479	75	3	ai	ai	VERB
amwa-479	75	4	may	may	AUX
amwa-479	75	5	not	not	PART
amwa-479	75	6	be	be	AUX
amwa-479	75	7	able	able	ADJ
amwa-479	75	8	to	to	PART
amwa-479	75	9	implement	implement	VERB
amwa-479	75	10	audience	audience	NOUN
amwa-479	75	11	-	-	PUNCT
amwa-479	75	12	specific	specific	ADJ
amwa-479	75	13	writing	writing	NOUN
amwa-479	75	14	in	in	ADP
amwa-479	75	15	the	the	DET
amwa-479	75	16	same	same	ADJ
amwa-479	75	17	way	way	NOUN
amwa-479	75	18	humans	human	NOUN
amwa-479	75	19	do	do	VERB
amwa-479	75	20	.	.	PUNCT
amwa-479	76	1	medical	medical	ADJ
amwa-479	76	2	writers	writer	NOUN
amwa-479	76	3	must	must	AUX
amwa-479	76	4	think	think	VERB
amwa-479	76	5	about	about	ADP
amwa-479	76	6	who	who	PRON
amwa-479	76	7	will	will	AUX
amwa-479	76	8	read	read	VERB
amwa-479	76	9	their	their	PRON
amwa-479	76	10	content	content	NOUN
amwa-479	76	11	and	and	CCONJ
amwa-479	76	12	how	how	SCONJ
amwa-479	76	13	word	word	NOUN
amwa-479	76	14	choice	choice	NOUN
amwa-479	76	15	will	will	AUX
amwa-479	76	16	influence	influence	VERB
amwa-479	76	17	interpretation	interpretation	NOUN
amwa-479	76	18	.	.	PUNCT
amwa-479	77	1	accordingly	accordingly	ADV
amwa-479	77	2	,	,	PUNCT
amwa-479	77	3	they	they	PRON
amwa-479	77	4	must	must	AUX
amwa-479	77	5	tailor	tailor	VERB
amwa-479	77	6	their	their	PRON
amwa-479	77	7	writing	writing	NOUN
amwa-479	77	8	tone	tone	NOUN
amwa-479	77	9	,	,	PUNCT
amwa-479	77	10	structure	structure	NOUN
amwa-479	77	11	,	,	PUNCT
amwa-479	77	12	and	and	CCONJ
amwa-479	77	13	technical	technical	ADJ
amwa-479	77	14	depth	depth	NOUN
amwa-479	77	15	to	to	PART
amwa-479	77	16	suit	suit	VERB
amwa-479	77	17	the	the	DET
amwa-479	77	18	target	target	NOUN
amwa-479	77	19	audience	audience	NOUN
amwa-479	77	20	.	.	PUNCT
amwa-479	78	1	the	the	DET
amwa-479	78	2	impact	impact	NOUN
amwa-479	78	3	of	of	ADP
amwa-479	78	4	word	word	NOUN
amwa-479	78	5	choice	choice	NOUN
amwa-479	78	6	goes	go	VERB
amwa-479	78	7	beyond	beyond	ADP
amwa-479	78	8	clarity	clarity	NOUN
amwa-479	78	9	;	;	PUNCT
amwa-479	78	10	it	it	PRON
amwa-479	78	11	shapes	shape	VERB
amwa-479	78	12	perception	perception	NOUN
amwa-479	78	13	and	and	CCONJ
amwa-479	78	14	can	can	AUX
amwa-479	78	15	either	either	CCONJ
amwa-479	78	16	foster	foster	VERB
amwa-479	78	17	inclusivity	inclusivity	NOUN
amwa-479	78	18	or	or	CCONJ
amwa-479	78	19	perpetuate	perpetuate	VERB
amwa-479	78	20	exclusion	exclusion	NOUN
amwa-479	78	21	.	.	PUNCT
amwa-479	79	1	by	by	ADP
amwa-479	79	2	being	be	AUX
amwa-479	79	3	aware	aware	ADJ
amwa-479	79	4	of	of	ADP
amwa-479	79	5	audience	audience	NOUN
amwa-479	79	6	needs	need	NOUN
amwa-479	79	7	,	,	PUNCT
amwa-479	79	8	both	both	DET
amwa-479	79	9	medical	medical	ADJ
amwa-479	79	10	writers	writer	NOUN
amwa-479	79	11	’	’	PART
amwa-479	79	12	expertise	expertise	NOUN
amwa-479	79	13	and	and	CCONJ
amwa-479	79	14	ai	ai	AUX
amwa-479	79	15	can	can	AUX
amwa-479	79	16	combine	combine	VERB
amwa-479	79	17	to	to	PART
amwa-479	79	18	produce	produce	VERB
amwa-479	79	19	content	content	NOUN
amwa-479	79	20	that	that	PRON
amwa-479	79	21	is	be	AUX
amwa-479	79	22	accurate	accurate	ADJ
amwa-479	79	23	,	,	PUNCT
amwa-479	79	24	culturally	culturally	ADV
amwa-479	79	25	sensitive	sensitive	ADJ
amwa-479	79	26	,	,	PUNCT
amwa-479	79	27	and	and	CCONJ
amwa-479	79	28	tailored	tailor	VERB
amwa-479	79	29	to	to	PART
amwa-479	79	30	diverse	diverse	VERB
amwa-479	79	31	audiences	audience	NOUN
amwa-479	79	32	.	.	PUNCT
amwa-479	80	1	training	training	NOUN
amwa-479	80	2	and	and	CCONJ
amwa-479	80	3	education	education	NOUN
amwa-479	80	4	several	several	ADJ
amwa-479	80	5	studies	study	NOUN
amwa-479	80	6	suggest	suggest	VERB
amwa-479	80	7	that	that	SCONJ
amwa-479	80	8	training	training	NOUN
amwa-479	80	9	and	and	CCONJ
amwa-479	80	10	educating	educate	VERB
amwa-479	80	11	relevant	relevant	ADJ
amwa-479	80	12	stakeholders	stakeholder	NOUN
amwa-479	80	13	can	can	AUX
amwa-479	80	14	help	help	VERB
amwa-479	80	15	mitigate	mitigate	VERB
amwa-479	80	16	ai	ai	NOUN
amwa-479	80	17	bias	bias	NOUN
amwa-479	80	18	,	,	PUNCT
amwa-479	80	19	which	which	PRON
amwa-479	80	20	can	can	AUX
amwa-479	80	21	be	be	AUX
amwa-479	80	22	applied	apply	VERB
amwa-479	80	23	to	to	ADP
amwa-479	80	24	users	user	NOUN
amwa-479	80	25	such	such	ADJ
amwa-479	80	26	as	as	ADP
amwa-479	80	27	medical	medical	ADJ
amwa-479	80	28	writers	writer	NOUN
amwa-479	80	29	.	.	PUNCT
amwa-479	81	1	hasanzadeh	hasanzadeh	NOUN
amwa-479	81	2	et	et	PROPN
amwa-479	81	3	al	al	PROPN
amwa-479	81	4	highlighted	highlight	VERB
amwa-479	81	5	the	the	DET
amwa-479	81	6	need	need	NOUN
amwa-479	81	7	for	for	ADP
amwa-479	81	8	training	training	NOUN
amwa-479	81	9	and	and	CCONJ
amwa-479	81	10	educating	educate	VERB
amwa-479	81	11	users	user	NOUN
amwa-479	81	12	on	on	ADP
amwa-479	81	13	how	how	SCONJ
amwa-479	81	14	to	to	PART
amwa-479	81	15	critically	critically	ADV
amwa-479	81	16	evaluate	evaluate	VERB
amwa-479	81	17	ai	ai	VERB
amwa-479	81	18	-	-	PUNCT
amwa-479	81	19	generated	generate	VERB
amwa-479	81	20	recommendations.30	recommendations.30	NOUN
amwa-479	81	21	they	they	PRON
amwa-479	81	22	suggested	suggest	VERB
amwa-479	81	23	that	that	SCONJ
amwa-479	81	24	routine	routine	ADJ
amwa-479	81	25	engagement	engagement	NOUN
amwa-479	81	26	in	in	ADP
amwa-479	81	27	critical	critical	ADJ
amwa-479	81	28	thinking	thinking	NOUN
amwa-479	81	29	exercises	exercise	NOUN
amwa-479	81	30	helps	help	VERB
amwa-479	81	31	teams	team	NOUN
amwa-479	81	32	recognize	recognize	VERB
amwa-479	81	33	and	and	CCONJ
amwa-479	81	34	overcome	overcome	VERB
amwa-479	81	35	ai	ai	PROPN
amwa-479	81	36	pitfalls	pitfall	NOUN
amwa-479	81	37	and	and	CCONJ
amwa-479	81	38	biases	bias	NOUN
amwa-479	81	39	.	.	PUNCT
amwa-479	82	1	in	in	ADP
amwa-479	82	2	addition	addition	NOUN
amwa-479	82	3	to	to	ADP
amwa-479	82	4	improving	improve	VERB
amwa-479	82	5	awareness	awareness	NOUN
amwa-479	82	6	,	,	PUNCT
amwa-479	82	7	these	these	DET
amwa-479	82	8	exercises	exercise	NOUN
amwa-479	82	9	help	help	VERB
amwa-479	82	10	maintain	maintain	VERB
amwa-479	82	11	mindfulness	mindfulness	NOUN
amwa-479	82	12	of	of	ADP
amwa-479	82	13	sensitive	sensitive	ADJ
amwa-479	82	14	attributes	attribute	NOUN
amwa-479	82	15	such	such	ADJ
amwa-479	82	16	as	as	ADP
amwa-479	82	17	age	age	NOUN
amwa-479	82	18	,	,	PUNCT
amwa-479	82	19	gender	gender	NOUN
amwa-479	82	20	,	,	PUNCT
amwa-479	82	21	or	or	CCONJ
amwa-479	82	22	ethnicity	ethnicity	NOUN
amwa-479	82	23	that	that	PRON
amwa-479	82	24	may	may	AUX
amwa-479	82	25	be	be	AUX
amwa-479	82	26	unintentionally	unintentionally	ADV
amwa-479	82	27	amplified	amplify	VERB
amwa-479	82	28	in	in	ADP
amwa-479	82	29	ai	ai	PROPN
amwa-479	82	30	outputs	output	NOUN
amwa-479	82	31	.	.	PUNCT
amwa-479	83	1	other	other	ADJ
amwa-479	83	2	studies	study	NOUN
amwa-479	83	3	support	support	VERB
amwa-479	83	4	this	this	DET
amwa-479	83	5	approach	approach	NOUN
amwa-479	83	6	,	,	PUNCT
amwa-479	83	7	showing	show	VERB
amwa-479	83	8	that	that	SCONJ
amwa-479	83	9	training	training	NOUN
amwa-479	83	10	improves	improve	VERB
amwa-479	83	11	how	how	SCONJ
amwa-479	83	12	health	health	NOUN
amwa-479	83	13	care	care	NOUN
amwa-479	83	14	professionals	professional	NOUN
amwa-479	83	15	use	use	VERB
amwa-479	83	16	and	and	CCONJ
amwa-479	83	17	assess	assess	VERB
amwa-479	83	18	ai	ai	VERB
amwa-479	83	19	tools.30	tools.30	NOUN
amwa-479	83	20	-	-	PUNCT
amwa-479	83	21	32	32	NUM
amwa-479	83	22	one	one	NUM
amwa-479	83	23	important	important	ADJ
amwa-479	83	24	area	area	NOUN
amwa-479	83	25	for	for	ADP
amwa-479	83	26	training	training	NOUN
amwa-479	83	27	is	be	AUX
amwa-479	83	28	explainability	explainability	NOUN
amwa-479	83	29	,	,	PUNCT
amwa-479	83	30	which	which	PRON
amwa-479	83	31	refers	refer	VERB
amwa-479	83	32	to	to	ADP
amwa-479	83	33	understanding	understand	VERB
amwa-479	83	34	how	how	SCONJ
amwa-479	83	35	ai	ai	AUX
amwa-479	83	36	systems	system	NOUN
amwa-479	83	37	produce	produce	VERB
amwa-479	83	38	their	their	PRON
amwa-479	83	39	outputs	output	NOUN
amwa-479	83	40	.	.	PUNCT
amwa-479	84	1	many	many	ADJ
amwa-479	84	2	ai	ai	PROPN
amwa-479	84	3	models	model	NOUN
amwa-479	84	4	operate	operate	VERB
amwa-479	84	5	as	as	ADP
amwa-479	84	6	“	"	PUNCT
amwa-479	84	7	black	black	ADJ
amwa-479	84	8	boxes	box	NOUN
amwa-479	84	9	,	,	PUNCT
amwa-479	84	10	”	"	PUNCT
amwa-479	84	11	offering	offer	VERB
amwa-479	84	12	little	little	ADJ
amwa-479	84	13	insight	insight	NOUN
amwa-479	84	14	into	into	ADP
amwa-479	84	15	how	how	SCONJ
amwa-479	84	16	decisions	decision	NOUN
amwa-479	84	17	are	be	AUX
amwa-479	84	18	made	make	VERB
amwa-479	84	19	.	.	PUNCT
amwa-479	85	1	in	in	ADP
amwa-479	85	2	health	health	NOUN
amwa-479	85	3	care	care	NOUN
amwa-479	85	4	,	,	PUNCT
amwa-479	85	5	in	in	ADP
amwa-479	85	6	which	which	PRON
amwa-479	85	7	such	such	ADJ
amwa-479	85	8	outputs	output	NOUN
amwa-479	85	9	can	can	AUX
amwa-479	85	10	influence	influence	VERB
amwa-479	85	11	care	care	NOUN
amwa-479	85	12	,	,	PUNCT
amwa-479	85	13	medical	medical	ADJ
amwa-479	85	14	writers	writer	NOUN
amwa-479	85	15	must	must	AUX
amwa-479	85	16	be	be	AUX
amwa-479	85	17	able	able	ADJ
amwa-479	85	18	to	to	PART
amwa-479	85	19	assess	assess	VERB
amwa-479	85	20	whether	whether	SCONJ
amwa-479	85	21	ai	ai	VERB
amwa-479	85	22	-	-	PUNCT
amwa-479	85	23	generated	generate	VERB
amwa-479	85	24	content	content	NOUN
amwa-479	85	25	aligns	align	VERB
amwa-479	85	26	with	with	ADP
amwa-479	85	27	clinical	clinical	ADJ
amwa-479	85	28	standards	standard	NOUN
amwa-479	85	29	.	.	PUNCT
amwa-479	86	1	this	this	DET
amwa-479	86	2	ability	ability	NOUN
amwa-479	86	3	to	to	PART
amwa-479	86	4	interpret	interpret	VERB
amwa-479	86	5	and	and	CCONJ
amwa-479	86	6	question	question	NOUN
amwa-479	86	7	ai	ai	VERB
amwa-479	86	8	outputs	output	NOUN
amwa-479	86	9	helps	help	VERB
amwa-479	86	10	writers	writer	NOUN
amwa-479	86	11	ensure	ensure	VERB
amwa-479	86	12	ethical	ethical	ADJ
amwa-479	86	13	,	,	PUNCT
amwa-479	86	14	accurate	accurate	ADJ
amwa-479	86	15	,	,	PUNCT
amwa-479	86	16	and	and	CCONJ
amwa-479	86	17	safe	safe	ADJ
amwa-479	86	18	communication.31	communication.31	NOUN
amwa-479	86	19	collaboration	collaboration	NOUN
amwa-479	86	20	with	with	ADP
amwa-479	86	21	different	different	ADJ
amwa-479	86	22	stakeholders	stakeholder	NOUN
amwa-479	86	23	addressing	address	VERB
amwa-479	86	24	bias	bias	NOUN
amwa-479	86	25	in	in	ADP
amwa-479	86	26	ai	ai	PROPN
amwa-479	86	27	requires	require	VERB
amwa-479	86	28	a	a	DET
amwa-479	86	29	coordinated	coordinated	ADJ
amwa-479	86	30	effort	effort	NOUN
amwa-479	86	31	across	across	ADP
amwa-479	86	32	health	health	NOUN
amwa-479	86	33	communication	communication	NOUN
amwa-479	86	34	stakeholders	stakeholder	NOUN
amwa-479	86	35	,	,	PUNCT
amwa-479	86	36	including	include	VERB
amwa-479	86	37	clinicians	clinician	NOUN
amwa-479	86	38	,	,	PUNCT
amwa-479	86	39	developers	developer	NOUN
amwa-479	86	40	,	,	PUNCT
amwa-479	86	41	policymakers	policymaker	NOUN
amwa-479	86	42	,	,	PUNCT
amwa-479	86	43	and	and	CCONJ
amwa-479	86	44	medical	medical	ADJ
amwa-479	86	45	writers.3,17	writers.3,17	NOUN
amwa-479	86	46	as	as	SCONJ
amwa-479	86	47	digital	digital	ADJ
amwa-479	86	48	health	health	NOUN
amwa-479	86	49	tools	tool	NOUN
amwa-479	86	50	evolve	evolve	VERB
amwa-479	86	51	,	,	PUNCT
amwa-479	86	52	medical	medical	ADJ
amwa-479	86	53	writers	writer	NOUN
amwa-479	86	54	must	must	AUX
amwa-479	86	55	move	move	VERB
amwa-479	86	56	beyond	beyond	ADP
amwa-479	86	57	content	content	NOUN
amwa-479	86	58	creation	creation	NOUN
amwa-479	86	59	and	and	CCONJ
amwa-479	86	60	take	take	VERB
amwa-479	86	61	on	on	ADP
amwa-479	86	62	more	more	ADV
amwa-479	86	63	active	active	ADJ
amwa-479	86	64	,	,	PUNCT
amwa-479	86	65	collaborative	collaborative	ADJ
amwa-479	86	66	roles	role	NOUN
amwa-479	86	67	.	.	PUNCT
amwa-479	87	1	from	from	ADP
amwa-479	87	2	the	the	DET
amwa-479	87	3	early	early	ADJ
amwa-479	87	4	stages	stage	NOUN
amwa-479	87	5	of	of	ADP
amwa-479	87	6	ai	ai	ADJ
amwa-479	87	7	development	development	NOUN
amwa-479	87	8	,	,	PUNCT
amwa-479	87	9	writers	writer	NOUN
amwa-479	87	10	can	can	AUX
amwa-479	87	11	help	help	VERB
amwa-479	87	12	apply	apply	VERB
amwa-479	87	13	clinical	clinical	ADJ
amwa-479	87	14	terminology	terminology	NOUN
amwa-479	87	15	appropriately	appropriately	ADV
amwa-479	87	16	and	and	CCONJ
amwa-479	87	17	develop	develop	VERB
amwa-479	87	18	http://www.amwajournal.org	http://www.amwajournal.org	ADJ
amwa-479	87	19	amwajournal.org	amwajournal.org	X
amwa-479	87	20	8ai	8ai	ADJ
amwa-479	87	21	bias	bias	NOUN
amwa-479	87	22	in	in	ADP
amwa-479	87	23	health	health	NOUN
amwa-479	87	24	communication	communication	NOUN
amwa-479	87	25	quality	quality	NOUN
amwa-479	87	26	control	control	NOUN
amwa-479	87	27	tools	tool	NOUN
amwa-479	87	28	,	,	PUNCT
amwa-479	87	29	such	such	ADJ
amwa-479	87	30	as	as	ADP
amwa-479	87	31	standardized	standardized	ADJ
amwa-479	87	32	review	review	NOUN
amwa-479	87	33	checklists	checklist	NOUN
amwa-479	87	34	.	.	PUNCT
amwa-479	88	1	one	one	NUM
amwa-479	88	2	example	example	NOUN
amwa-479	88	3	is	be	AUX
amwa-479	88	4	the	the	DET
amwa-479	88	5	model	model	NOUN
amwa-479	88	6	,	,	PUNCT
amwa-479	88	7	evaluation	evaluation	NOUN
amwa-479	88	8	,	,	PUNCT
amwa-479	88	9	timing	timing	NOUN
amwa-479	88	10	,	,	PUNCT
amwa-479	88	11	range/	range/	NUM
amwa-479	88	12	randomization	randomization	NOUN
amwa-479	88	13	,	,	PUNCT
amwa-479	88	14	individual	individual	ADJ
amwa-479	88	15	factors	factor	NOUN
amwa-479	88	16	,	,	PUNCT
amwa-479	88	17	count	count	NOUN
amwa-479	88	18	,	,	PUNCT
amwa-479	88	19	and	and	CCONJ
amwa-479	88	20	specificity	specificity	NOUN
amwa-479	88	21	of	of	ADP
amwa-479	88	22	prompts	prompt	NOUN
amwa-479	88	23	and	and	CCONJ
amwa-479	88	24	language	language	NOUN
amwa-479	88	25	checklist	checklist	NOUN
amwa-479	88	26	,	,	PUNCT
amwa-479	88	27	designed	design	VERB
amwa-479	88	28	to	to	PART
amwa-479	88	29	improve	improve	VERB
amwa-479	88	30	consistency	consistency	NOUN
amwa-479	88	31	in	in	ADP
amwa-479	88	32	generative	generative	ADJ
amwa-479	88	33	ai	ai	PROPN
amwa-479	88	34	health	health	NOUN
amwa-479	88	35	care	care	NOUN
amwa-479	88	36	studies	study	NOUN
amwa-479	88	37	by	by	ADP
amwa-479	88	38	addressing	address	VERB
amwa-479	88	39	model	model	NOUN
amwa-479	88	40	design	design	NOUN
amwa-479	88	41	,	,	PUNCT
amwa-479	88	42	evaluation	evaluation	NOUN
amwa-479	88	43	,	,	PUNCT
amwa-479	88	44	timing	timing	NOUN
amwa-479	88	45	,	,	PUNCT
amwa-479	88	46	and	and	CCONJ
amwa-479	88	47	other	other	ADJ
amwa-479	88	48	key	key	ADJ
amwa-479	88	49	factors.33	factors.33	NOUN
amwa-479	88	50	these	these	DET
amwa-479	88	51	tools	tool	NOUN
amwa-479	88	52	can	can	AUX
amwa-479	88	53	be	be	AUX
amwa-479	88	54	adapted	adapt	VERB
amwa-479	88	55	for	for	ADP
amwa-479	88	56	use	use	NOUN
amwa-479	88	57	in	in	ADP
amwa-479	88	58	patient	patient	ADJ
amwa-479	88	59	education	education	NOUN
amwa-479	88	60	content	content	NOUN
amwa-479	88	61	,	,	PUNCT
amwa-479	88	62	clinical	clinical	ADJ
amwa-479	88	63	summaries	summary	NOUN
amwa-479	88	64	,	,	PUNCT
amwa-479	88	65	and	and	CCONJ
amwa-479	88	66	public	public	ADJ
amwa-479	88	67	-	-	PUNCT
amwa-479	88	68	health	health	NOUN
amwa-479	88	69	messaging	messaging	NOUN
amwa-479	88	70	.	.	PUNCT
amwa-479	89	1	interdisciplinary	interdisciplinary	ADJ
amwa-479	89	2	collaboration	collaboration	NOUN
amwa-479	89	3	also	also	ADV
amwa-479	89	4	helps	help	VERB
amwa-479	89	5	align	align	VERB
amwa-479	89	6	ai	ai	VERB
amwa-479	89	7	outputs	output	NOUN
amwa-479	89	8	with	with	ADP
amwa-479	89	9	current	current	ADJ
amwa-479	89	10	evidence	evidence	NOUN
amwa-479	89	11	and	and	CCONJ
amwa-479	89	12	ethical	ethical	ADJ
amwa-479	89	13	standards	standard	NOUN
amwa-479	89	14	.	.	PUNCT
amwa-479	90	1	by	by	ADP
amwa-479	90	2	working	work	VERB
amwa-479	90	3	with	with	ADP
amwa-479	90	4	ethicists	ethicist	NOUN
amwa-479	90	5	,	,	PUNCT
amwa-479	90	6	clinicians	clinician	NOUN
amwa-479	90	7	,	,	PUNCT
amwa-479	90	8	and	and	CCONJ
amwa-479	90	9	technologists	technologist	NOUN
amwa-479	90	10	,	,	PUNCT
amwa-479	90	11	writers	writer	NOUN
amwa-479	90	12	can	can	AUX
amwa-479	90	13	define	define	VERB
amwa-479	90	14	limits	limit	NOUN
amwa-479	90	15	for	for	ADP
amwa-479	90	16	appropriate	appropriate	ADJ
amwa-479	90	17	ai	ai	NOUN
amwa-479	90	18	use	use	NOUN
amwa-479	90	19	and	and	CCONJ
amwa-479	90	20	support	support	VERB
amwa-479	90	21	policy	policy	NOUN
amwa-479	90	22	development	development	NOUN
amwa-479	90	23	for	for	ADP
amwa-479	90	24	transparent	transparent	ADJ
amwa-479	90	25	disclosure	disclosure	NOUN
amwa-479	90	26	of	of	ADP
amwa-479	90	27	ai	ai	NOUN
amwa-479	90	28	involvement.34	involvement.34	NOUN
amwa-479	90	29	writers	writer	NOUN
amwa-479	90	30	also	also	ADV
amwa-479	90	31	play	play	VERB
amwa-479	90	32	a	a	DET
amwa-479	90	33	key	key	ADJ
amwa-479	90	34	role	role	NOUN
amwa-479	90	35	in	in	ADP
amwa-479	90	36	promoting	promote	VERB
amwa-479	90	37	patient	patient	NOUN
amwa-479	90	38	-	-	PUNCT
amwa-479	90	39	centered	center	VERB
amwa-479	90	40	communication	communication	NOUN
amwa-479	90	41	in	in	ADP
amwa-479	90	42	ai	ai	ADJ
amwa-479	90	43	outputs	output	NOUN
amwa-479	90	44	.	.	PUNCT
amwa-479	91	1	ai	ai	VERB
amwa-479	91	2	tools	tool	NOUN
amwa-479	91	3	may	may	AUX
amwa-479	91	4	lack	lack	VERB
amwa-479	91	5	empathy	empathy	NOUN
amwa-479	91	6	,	,	PUNCT
amwa-479	91	7	but	but	CCONJ
amwa-479	91	8	writers	writer	NOUN
amwa-479	91	9	can	can	AUX
amwa-479	91	10	help	help	VERB
amwa-479	91	11	ensure	ensure	VERB
amwa-479	91	12	outputs	output	NOUN
amwa-479	91	13	reflect	reflect	VERB
amwa-479	91	14	patient	patient	ADJ
amwa-479	91	15	needs	need	NOUN
amwa-479	91	16	and	and	CCONJ
amwa-479	91	17	values	value	NOUN
amwa-479	91	18	by	by	ADP
amwa-479	91	19	collaborating	collaborate	VERB
amwa-479	91	20	with	with	ADP
amwa-479	91	21	care	care	NOUN
amwa-479	91	22	teams.35	teams.35	NOUN
amwa-479	91	23	this	this	PRON
amwa-479	91	24	improves	improve	VERB
amwa-479	91	25	engagement	engagement	NOUN
amwa-479	91	26	,	,	PUNCT
amwa-479	91	27	supports	support	VERB
amwa-479	91	28	individualized	individualized	ADJ
amwa-479	91	29	care	care	NOUN
amwa-479	91	30	,	,	PUNCT
amwa-479	91	31	and	and	CCONJ
amwa-479	91	32	strengthens	strengthen	VERB
amwa-479	91	33	trust	trust	NOUN
amwa-479	91	34	.	.	PUNCT
amwa-479	92	1	finally	finally	ADV
amwa-479	92	2	,	,	PUNCT
amwa-479	92	3	medical	medical	ADJ
amwa-479	92	4	writers	writer	NOUN
amwa-479	92	5	can	can	AUX
amwa-479	92	6	share	share	VERB
amwa-479	92	7	best	good	ADJ
amwa-479	92	8	practices	practice	NOUN
amwa-479	92	9	through	through	ADP
amwa-479	92	10	conferences	conference	NOUN
amwa-479	92	11	and	and	CCONJ
amwa-479	92	12	forums	forum	NOUN
amwa-479	92	13	.	.	PUNCT
amwa-479	93	1	these	these	DET
amwa-479	93	2	platforms	platform	NOUN
amwa-479	93	3	offer	offer	VERB
amwa-479	93	4	opportunities	opportunity	NOUN
amwa-479	93	5	to	to	PART
amwa-479	93	6	refine	refine	VERB
amwa-479	93	7	how	how	SCONJ
amwa-479	93	8	ai	ai	VERB
amwa-479	93	9	is	be	AUX
amwa-479	93	10	used	use	VERB
amwa-479	93	11	in	in	ADP
amwa-479	93	12	health	health	NOUN
amwa-479	93	13	communication	communication	NOUN
amwa-479	93	14	,	,	PUNCT
amwa-479	93	15	promote	promote	VERB
amwa-479	93	16	responsible	responsible	ADJ
amwa-479	93	17	use	use	NOUN
amwa-479	93	18	,	,	PUNCT
amwa-479	93	19	and	and	CCONJ
amwa-479	93	20	lead	lead	VERB
amwa-479	93	21	training	training	NOUN
amwa-479	93	22	on	on	ADP
amwa-479	93	23	reviewing	review	VERB
amwa-479	93	24	and	and	CCONJ
amwa-479	93	25	editing	edit	VERB
amwa-479	93	26	ai	ai	AUX
amwa-479	93	27	-	-	PUNCT
amwa-479	93	28	generated	generate	VERB
amwa-479	93	29	content	content	NOUN
amwa-479	93	30	.	.	PUNCT
amwa-479	94	1	transparency	transparency	NOUN
amwa-479	94	2	in	in	ADP
amwa-479	94	3	ai	ai	ADJ
amwa-479	94	4	usage	usage	NOUN
amwa-479	94	5	transparency	transparency	NOUN
amwa-479	94	6	is	be	AUX
amwa-479	94	7	essential	essential	ADJ
amwa-479	94	8	to	to	ADP
amwa-479	94	9	the	the	DET
amwa-479	94	10	ethical	ethical	ADJ
amwa-479	94	11	use	use	NOUN
amwa-479	94	12	of	of	ADP
amwa-479	94	13	ai	ai	NOUN
amwa-479	94	14	in	in	ADP
amwa-479	94	15	medical	medical	ADJ
amwa-479	94	16	writing	writing	NOUN
amwa-479	94	17	.	.	PUNCT
amwa-479	95	1	writers	writer	NOUN
amwa-479	95	2	must	must	AUX
amwa-479	95	3	take	take	VERB
amwa-479	95	4	full	full	ADJ
amwa-479	95	5	responsibility	responsibility	NOUN
amwa-479	95	6	for	for	ADP
amwa-479	95	7	disclosing	disclosing	NOUN
amwa-479	95	8	when	when	SCONJ
amwa-479	95	9	ai	ai	VERB
amwa-479	95	10	tools	tool	NOUN
amwa-479	95	11	are	be	AUX
amwa-479	95	12	used	use	VERB
amwa-479	95	13	,	,	PUNCT
amwa-479	95	14	in	in	ADP
amwa-479	95	15	line	line	NOUN
amwa-479	95	16	with	with	ADP
amwa-479	95	17	guidelines	guideline	NOUN
amwa-479	95	18	from	from	ADP
amwa-479	95	19	the	the	DET
amwa-479	95	20	international	international	ADJ
amwa-479	95	21	committee	committee	PROPN
amwa-479	95	22	of	of	ADP
amwa-479	95	23	medical	medical	ADJ
amwa-479	95	24	journal	journal	NOUN
amwa-479	95	25	editors	editor	NOUN
amwa-479	95	26	,	,	PUNCT
amwa-479	95	27	which	which	DET
amwa-479	95	28	state	state	NOUN
amwa-479	95	29	that	that	PRON
amwa-479	95	30	ai	ai	VERB
amwa-479	95	31	systems	system	NOUN
amwa-479	95	32	do	do	AUX
amwa-479	95	33	not	not	PART
amwa-479	95	34	meet	meet	VERB
amwa-479	95	35	the	the	DET
amwa-479	95	36	criteria	criterion	NOUN
amwa-479	95	37	for	for	ADP
amwa-479	95	38	authorship.36	authorship.36	NOUN
amwa-479	95	39	authors	author	NOUN
amwa-479	95	40	must	must	AUX
amwa-479	95	41	also	also	ADV
amwa-479	95	42	ensure	ensure	VERB
amwa-479	95	43	that	that	SCONJ
amwa-479	95	44	ai	ai	ADJ
amwa-479	95	45	-	-	PUNCT
amwa-479	95	46	generated	generate	VERB
amwa-479	95	47	content	content	NOUN
amwa-479	95	48	is	be	AUX
amwa-479	95	49	accurate	accurate	ADJ
amwa-479	95	50	,	,	PUNCT
amwa-479	95	51	free	free	ADJ
amwa-479	95	52	from	from	ADP
amwa-479	95	53	plagiarism	plagiarism	NOUN
amwa-479	95	54	,	,	PUNCT
amwa-479	95	55	and	and	CCONJ
amwa-479	95	56	properly	properly	ADV
amwa-479	95	57	sourced	source	VERB
amwa-479	95	58	.	.	PUNCT
amwa-479	96	1	because	because	SCONJ
amwa-479	96	2	language	language	NOUN
amwa-479	96	3	models	model	NOUN
amwa-479	96	4	may	may	AUX
amwa-479	96	5	overlook	overlook	VERB
amwa-479	96	6	or	or	CCONJ
amwa-479	96	7	exclude	exclude	VERB
amwa-479	96	8	alternative	alternative	ADJ
amwa-479	96	9	viewpoints	viewpoint	NOUN
amwa-479	96	10	,	,	PUNCT
amwa-479	96	11	writers	writer	NOUN
amwa-479	96	12	must	must	AUX
amwa-479	96	13	actively	actively	ADV
amwa-479	96	14	check	check	VERB
amwa-479	96	15	for	for	ADP
amwa-479	96	16	balance	balance	NOUN
amwa-479	96	17	and	and	CCONJ
amwa-479	96	18	ensure	ensure	VERB
amwa-479	96	19	content	content	NOUN
amwa-479	96	20	reflects	reflect	VERB
amwa-479	96	21	a	a	DET
amwa-479	96	22	full	full	ADJ
amwa-479	96	23	range	range	NOUN
amwa-479	96	24	of	of	ADP
amwa-479	96	25	perspectives.37	perspectives.37	VERB
amwa-479	96	26	clear	clear	ADJ
amwa-479	96	27	disclosure	disclosure	NOUN
amwa-479	96	28	builds	build	VERB
amwa-479	96	29	trust	trust	NOUN
amwa-479	96	30	.	.	PUNCT
amwa-479	97	1	when	when	SCONJ
amwa-479	97	2	clinicians	clinician	NOUN
amwa-479	97	3	,	,	PUNCT
amwa-479	97	4	policymakers	policymaker	NOUN
amwa-479	97	5	,	,	PUNCT
amwa-479	97	6	and	and	CCONJ
amwa-479	97	7	the	the	DET
amwa-479	97	8	public	public	NOUN
amwa-479	97	9	understand	understand	VERB
amwa-479	97	10	how	how	SCONJ
amwa-479	97	11	ai	ai	VERB
amwa-479	97	12	was	be	AUX
amwa-479	97	13	used	use	VERB
amwa-479	97	14	to	to	PART
amwa-479	97	15	produce	produce	VERB
amwa-479	97	16	medical	medical	ADJ
amwa-479	97	17	content	content	NOUN
amwa-479	97	18	,	,	PUNCT
amwa-479	97	19	they	they	PRON
amwa-479	97	20	are	be	AUX
amwa-479	97	21	more	more	ADV
amwa-479	97	22	likely	likely	ADJ
amwa-479	97	23	to	to	PART
amwa-479	97	24	accept	accept	VERB
amwa-479	97	25	it	it	PRON
amwa-479	97	26	.	.	PUNCT
amwa-479	98	1	this	this	PRON
amwa-479	98	2	includes	include	VERB
amwa-479	98	3	not	not	PART
amwa-479	98	4	only	only	ADV
amwa-479	98	5	acknowledging	acknowledge	VERB
amwa-479	98	6	ai	ai	VERB
amwa-479	98	7	use	use	NOUN
amwa-479	98	8	but	but	CCONJ
amwa-479	98	9	also	also	ADV
amwa-479	98	10	providing	provide	VERB
amwa-479	98	11	details	detail	NOUN
amwa-479	98	12	about	about	ADP
amwa-479	98	13	model	model	NOUN
amwa-479	98	14	decisions	decision	NOUN
amwa-479	98	15	and	and	CCONJ
amwa-479	98	16	data	datum	NOUN
amwa-479	98	17	sources	source	NOUN
amwa-479	98	18	.	.	PUNCT
amwa-479	99	1	proper	proper	ADJ
amwa-479	99	2	citation	citation	NOUN
amwa-479	99	3	also	also	ADV
amwa-479	99	4	gives	give	VERB
amwa-479	99	5	credit	credit	NOUN
amwa-479	99	6	to	to	ADP
amwa-479	99	7	the	the	DET
amwa-479	99	8	creators	creator	NOUN
amwa-479	99	9	of	of	ADP
amwa-479	99	10	the	the	DET
amwa-479	99	11	model	model	NOUN
amwa-479	99	12	and	and	CCONJ
amwa-479	99	13	its	its	PRON
amwa-479	99	14	training	training	NOUN
amwa-479	99	15	data.38	data.38	PROPN
amwa-479	99	16	public	public	ADJ
amwa-479	99	17	trust	trust	NOUN
amwa-479	99	18	is	be	AUX
amwa-479	99	19	essential	essential	ADJ
amwa-479	99	20	for	for	ADP
amwa-479	99	21	ai	ai	PRON
amwa-479	99	22	adoption	adoption	NOUN
amwa-479	99	23	in	in	ADP
amwa-479	99	24	health	health	NOUN
amwa-479	99	25	care	care	NOUN
amwa-479	99	26	.	.	PUNCT
amwa-479	100	1	studies	study	NOUN
amwa-479	100	2	show	show	VERB
amwa-479	100	3	that	that	SCONJ
amwa-479	100	4	lack	lack	NOUN
amwa-479	100	5	of	of	ADP
amwa-479	100	6	transparency	transparency	NOUN
amwa-479	100	7	leads	lead	VERB
amwa-479	100	8	to	to	ADP
amwa-479	100	9	skepticism	skepticism	NOUN
amwa-479	100	10	,	,	PUNCT
amwa-479	100	11	even	even	ADV
amwa-479	100	12	when	when	SCONJ
amwa-479	100	13	the	the	DET
amwa-479	100	14	technology	technology	NOUN
amwa-479	100	15	offers	offer	VERB
amwa-479	100	16	real	real	ADJ
amwa-479	100	17	benefits.39	benefits.39	PROPN
amwa-479	100	18	medical	medical	ADJ
amwa-479	100	19	writers	writer	NOUN
amwa-479	100	20	can	can	AUX
amwa-479	100	21	address	address	VERB
amwa-479	100	22	this	this	PRON
amwa-479	100	23	by	by	ADP
amwa-479	100	24	reviewing	review	VERB
amwa-479	100	25	ai	ai	VERB
amwa-479	100	26	outputs	output	NOUN
amwa-479	100	27	carefully	carefully	ADV
amwa-479	100	28	and	and	CCONJ
amwa-479	100	29	ensuring	ensure	VERB
amwa-479	100	30	that	that	SCONJ
amwa-479	100	31	content	content	NOUN
amwa-479	100	32	remains	remain	VERB
amwa-479	100	33	clear	clear	ADJ
amwa-479	100	34	,	,	PUNCT
amwa-479	100	35	accurate	accurate	ADJ
amwa-479	100	36	,	,	PUNCT
amwa-479	100	37	and	and	CCONJ
amwa-479	100	38	accountable	accountable	ADJ
amwa-479	100	39	.	.	PUNCT
amwa-479	101	1	rather	rather	ADV
amwa-479	101	2	than	than	ADP
amwa-479	101	3	resisting	resist	VERB
amwa-479	101	4	new	new	ADJ
amwa-479	101	5	tools	tool	NOUN
amwa-479	101	6	,	,	PUNCT
amwa-479	101	7	writers	writer	NOUN
amwa-479	101	8	can	can	AUX
amwa-479	101	9	use	use	VERB
amwa-479	101	10	ai	ai	VERB
amwa-479	101	11	responsibly	responsibly	ADV
amwa-479	101	12	to	to	PART
amwa-479	101	13	strengthen	strengthen	VERB
amwa-479	101	14	communication	communication	NOUN
amwa-479	101	15	and	and	CCONJ
amwa-479	101	16	build	build	VERB
amwa-479	101	17	public	public	ADJ
amwa-479	101	18	confidence	confidence	NOUN
amwa-479	101	19	in	in	ADP
amwa-479	101	20	its	its	PRON
amwa-479	101	21	use	use	NOUN
amwa-479	101	22	.	.	PUNCT
amwa-479	102	1	conclusion	conclusion	NOUN
amwa-479	102	2	as	as	SCONJ
amwa-479	102	3	ai	ai	PROPN
amwa-479	102	4	continues	continue	VERB
amwa-479	102	5	to	to	PART
amwa-479	102	6	shape	shape	VERB
amwa-479	102	7	health	health	NOUN
amwa-479	102	8	communication	communication	NOUN
amwa-479	102	9	,	,	PUNCT
amwa-479	102	10	the	the	DET
amwa-479	102	11	role	role	NOUN
amwa-479	102	12	of	of	ADP
amwa-479	102	13	medical	medical	ADJ
amwa-479	102	14	writers	writer	NOUN
amwa-479	102	15	must	must	AUX
amwa-479	102	16	adapt	adapt	VERB
amwa-479	102	17	.	.	PUNCT
amwa-479	103	1	ai	ai	VERB
amwa-479	103	2	tools	tool	NOUN
amwa-479	103	3	can	can	AUX
amwa-479	103	4	support	support	VERB
amwa-479	103	5	efficiency	efficiency	NOUN
amwa-479	103	6	and	and	CCONJ
amwa-479	103	7	help	help	VERB
amwa-479	103	8	generate	generate	VERB
amwa-479	103	9	various	various	ADJ
amwa-479	103	10	forms	form	NOUN
amwa-479	103	11	of	of	ADP
amwa-479	103	12	content	content	NOUN
amwa-479	103	13	,	,	PUNCT
amwa-479	103	14	but	but	CCONJ
amwa-479	103	15	they	they	PRON
amwa-479	103	16	can	can	AUX
amwa-479	103	17	not	not	PART
amwa-479	103	18	replace	replace	VERB
amwa-479	103	19	human	human	ADJ
amwa-479	103	20	expertise	expertise	NOUN
amwa-479	103	21	.	.	PUNCT
amwa-479	104	1	the	the	DET
amwa-479	104	2	risks	risk	NOUN
amwa-479	104	3	of	of	ADP
amwa-479	104	4	misinformation	misinformation	NOUN
amwa-479	104	5	,	,	PUNCT
amwa-479	104	6	hallucination	hallucination	NOUN
amwa-479	104	7	,	,	PUNCT
amwa-479	104	8	and	and	CCONJ
amwa-479	104	9	bias	bias	NOUN
amwa-479	104	10	remain	remain	VERB
amwa-479	104	11	significant	significant	ADJ
amwa-479	104	12	.	.	PUNCT
amwa-479	105	1	writers	writer	NOUN
amwa-479	105	2	must	must	AUX
amwa-479	105	3	apply	apply	VERB
amwa-479	105	4	critical	critical	ADJ
amwa-479	105	5	thinking	thinking	NOUN
amwa-479	105	6	and	and	CCONJ
amwa-479	105	7	understand	understand	VERB
amwa-479	105	8	the	the	DET
amwa-479	105	9	origins	origin	NOUN
amwa-479	105	10	of	of	ADP
amwa-479	105	11	these	these	DET
amwa-479	105	12	risks	risk	NOUN
amwa-479	105	13	to	to	PART
amwa-479	105	14	ensure	ensure	VERB
amwa-479	105	15	content	content	NOUN
amwa-479	105	16	remains	remain	VERB
amwa-479	105	17	accurate	accurate	ADJ
amwa-479	105	18	and	and	CCONJ
amwa-479	105	19	responsible	responsible	ADJ
amwa-479	105	20	.	.	PUNCT
amwa-479	106	1	ai	ai	VERB
amwa-479	106	2	should	should	AUX
amwa-479	106	3	be	be	AUX
amwa-479	106	4	used	use	VERB
amwa-479	106	5	as	as	ADP
amwa-479	106	6	a	a	DET
amwa-479	106	7	tool	tool	NOUN
amwa-479	106	8	,	,	PUNCT
amwa-479	106	9	not	not	PART
amwa-479	106	10	a	a	DET
amwa-479	106	11	source	source	NOUN
amwa-479	106	12	.	.	PUNCT
amwa-479	107	1	it	it	PRON
amwa-479	107	2	can	can	AUX
amwa-479	107	3	assist	assist	VERB
amwa-479	107	4	with	with	ADP
amwa-479	107	5	early	early	ADJ
amwa-479	107	6	drafting	drafting	NOUN
amwa-479	107	7	or	or	CCONJ
amwa-479	107	8	summarization	summarization	NOUN
amwa-479	107	9	,	,	PUNCT
amwa-479	107	10	but	but	CCONJ
amwa-479	107	11	final	final	ADJ
amwa-479	107	12	content	content	NOUN
amwa-479	107	13	must	must	AUX
amwa-479	107	14	be	be	AUX
amwa-479	107	15	guided	guide	VERB
amwa-479	107	16	by	by	ADP
amwa-479	107	17	human	human	ADJ
amwa-479	107	18	input	input	NOUN
amwa-479	107	19	.	.	PUNCT
amwa-479	108	1	this	this	DET
amwa-479	108	2	approach	approach	NOUN
amwa-479	108	3	reflects	reflect	VERB
amwa-479	108	4	writing	write	VERB
amwa-479	108	5	by	by	ADP
amwa-479	108	6	design	design	NOUN
amwa-479	108	7	,	,	PUNCT
amwa-479	108	8	in	in	ADP
amwa-479	108	9	which	which	PRON
amwa-479	108	10	writers	writer	NOUN
amwa-479	108	11	take	take	VERB
amwa-479	108	12	intentional	intentional	ADJ
amwa-479	108	13	control	control	NOUN
amwa-479	108	14	over	over	ADP
amwa-479	108	15	how	how	SCONJ
amwa-479	108	16	content	content	NOUN
amwa-479	108	17	is	be	AUX
amwa-479	108	18	created	create	VERB
amwa-479	108	19	,	,	PUNCT
amwa-479	108	20	verified	verify	VERB
amwa-479	108	21	,	,	PUNCT
amwa-479	108	22	and	and	CCONJ
amwa-479	108	23	communicated	communicate	VERB
amwa-479	108	24	.	.	PUNCT
amwa-479	109	1	keeping	keep	VERB
amwa-479	109	2	a	a	DET
amwa-479	109	3	human	human	NOUN
amwa-479	109	4	in	in	ADP
amwa-479	109	5	the	the	DET
amwa-479	109	6	loop	loop	NOUN
amwa-479	109	7	is	be	AUX
amwa-479	109	8	essential	essential	ADJ
amwa-479	109	9	.	.	PUNCT
amwa-479	110	1	medical	medical	ADJ
amwa-479	110	2	writers	writer	NOUN
amwa-479	110	3	must	must	AUX
amwa-479	110	4	stay	stay	VERB
amwa-479	110	5	involved	involved	ADJ
amwa-479	110	6	throughout	throughout	ADP
amwa-479	110	7	the	the	DET
amwa-479	110	8	process	process	NOUN
amwa-479	110	9	to	to	PART
amwa-479	110	10	evaluate	evaluate	VERB
amwa-479	110	11	quality	quality	NOUN
amwa-479	110	12	,	,	PUNCT
amwa-479	110	13	correct	correct	ADJ
amwa-479	110	14	errors	error	NOUN
amwa-479	110	15	,	,	PUNCT
amwa-479	110	16	and	and	CCONJ
amwa-479	110	17	ensure	ensure	VERB
amwa-479	110	18	the	the	DET
amwa-479	110	19	message	message	NOUN
amwa-479	110	20	is	be	AUX
amwa-479	110	21	clear	clear	ADJ
amwa-479	110	22	and	and	CCONJ
amwa-479	110	23	equitable	equitable	ADJ
amwa-479	110	24	.	.	PUNCT
amwa-479	111	1	those	those	PRON
amwa-479	111	2	who	who	PRON
amwa-479	111	3	learn	learn	VERB
amwa-479	111	4	to	to	PART
amwa-479	111	5	work	work	VERB
amwa-479	111	6	with	with	ADP
amwa-479	111	7	ai	ai	VERB
amwa-479	111	8	,	,	PUNCT
amwa-479	111	9	rather	rather	ADV
amwa-479	111	10	than	than	ADP
amwa-479	111	11	against	against	ADP
amwa-479	111	12	it	it	PRON
amwa-479	111	13	,	,	PUNCT
amwa-479	111	14	will	will	AUX
amwa-479	111	15	help	help	VERB
amwa-479	111	16	lead	lead	VERB
amwa-479	111	17	the	the	DET
amwa-479	111	18	field	field	NOUN
amwa-479	111	19	forward	forward	ADV
amwa-479	111	20	.	.	PUNCT
amwa-479	112	1	by	by	ADP
amwa-479	112	2	using	use	VERB
amwa-479	112	3	ai	ai	NOUN
amwa-479	112	4	responsibly	responsibly	ADV
amwa-479	112	5	and	and	CCONJ
amwa-479	112	6	thoughtfully	thoughtfully	ADV
amwa-479	112	7	,	,	PUNCT
amwa-479	112	8	writers	writer	NOUN
amwa-479	112	9	can	can	AUX
amwa-479	112	10	maintain	maintain	VERB
amwa-479	112	11	high	high	ADJ
amwa-479	112	12	standards	standard	NOUN
amwa-479	112	13	and	and	CCONJ
amwa-479	112	14	strengthen	strengthen	VERB
amwa-479	112	15	public	public	ADJ
amwa-479	112	16	trust	trust	NOUN
amwa-479	112	17	in	in	ADP
amwa-479	112	18	digital	digital	ADJ
amwa-479	112	19	health	health	NOUN
amwa-479	112	20	communication	communication	NOUN
amwa-479	112	21	.	.	PUNCT
amwa-479	113	1	author	author	NOUN
amwa-479	113	2	declaration	declaration	NOUN
amwa-479	113	3	and	and	CCONJ
amwa-479	113	4	disclosures	disclosure	NOUN
amwa-479	113	5	:	:	PUNCT
amwa-479	113	6	the	the	DET
amwa-479	113	7	authors	author	NOUN
amwa-479	113	8	note	note	VERB
amwa-479	113	9	no	no	DET
amwa-479	113	10	commercial	commercial	ADJ
amwa-479	113	11	associations	association	NOUN
amwa-479	113	12	that	that	PRON
amwa-479	113	13	may	may	AUX
amwa-479	113	14	pose	pose	VERB
amwa-479	113	15	a	a	DET
amwa-479	113	16	conflict	conflict	NOUN
amwa-479	113	17	of	of	ADP
amwa-479	113	18	interest	interest	NOUN
amwa-479	113	19	in	in	ADP
amwa-479	113	20	relation	relation	NOUN
amwa-479	113	21	to	to	ADP
amwa-479	113	22	this	this	DET
amwa-479	113	23	article	article	NOUN
amwa-479	113	24	.	.	PUNCT
amwa-479	114	1	author	author	NOUN
amwa-479	114	2	contact	contact	PROPN
amwa-479	114	3	:	:	PUNCT
amwa-479	115	1	rmiguel@therabusiness.com	rmiguel@therabusiness.com	X
amwa-479	115	2	references	reference	VERB
amwa-479	115	3	1	1	NUM
amwa-479	115	4	.	.	PUNCT
amwa-479	115	5	daneshjou	daneshjou	PROPN
amwa-479	116	1	r	r	PROPN
amwa-479	116	2	,	,	PUNCT
amwa-479	116	3	smith	smith	PROPN
amwa-479	116	4	mp	mp	PROPN
amwa-479	116	5	,	,	PUNCT
amwa-479	116	6	sun	sun	PROPN
amwa-479	116	7	md	md	PROPN
amwa-479	116	8	,	,	PUNCT
amwa-479	116	9	rotemberg	rotemberg	PROPN
amwa-479	116	10	v	v	PROPN
amwa-479	116	11	,	,	PUNCT
amwa-479	116	12	zou	zou	PROPN
amwa-479	116	13	j.	j.	PROPN
amwa-479	116	14	lack	lack	NOUN
amwa-479	116	15	of	of	ADP
amwa-479	116	16	transparency	transparency	NOUN
amwa-479	116	17	and	and	CCONJ
amwa-479	116	18	potential	potential	ADJ
amwa-479	116	19	bias	bias	NOUN
amwa-479	116	20	in	in	ADP
amwa-479	116	21	artificial	artificial	ADJ
amwa-479	116	22	intelligence	intelligence	NOUN
amwa-479	116	23	data	datum	NOUN
amwa-479	116	24	sets	set	NOUN
amwa-479	116	25	and	and	CCONJ
amwa-479	116	26	algorithms	algorithm	NOUN
amwa-479	116	27	:	:	PUNCT
amwa-479	116	28	a	a	DET
amwa-479	116	29	scoping	scope	VERB
amwa-479	116	30	review	review	NOUN
amwa-479	116	31	.	.	PUNCT
amwa-479	117	1	jama	jama	PROPN
amwa-479	117	2	dermatol	dermatol	NOUN
amwa-479	117	3	.	.	PUNCT
amwa-479	118	1	2021;157(11):1362	2021;157(11):1362	NUM
amwa-479	118	2	-	-	SYM
amwa-479	118	3	1369	1369	NUM
amwa-479	118	4	.	.	PUNCT
amwa-479	119	1	doi:10.1001	doi:10.1001	PROPN
amwa-479	119	2	/	/	SYM
amwa-479	119	3	jamadermatol.2021.3129	jamadermatol.2021.3129	PROPN
amwa-479	120	1	2	2	NUM
amwa-479	120	2	.	.	PUNCT
amwa-479	120	3	celi	celi	PROPN
amwa-479	120	4	la	la	PROPN
amwa-479	120	5	,	,	PUNCT
amwa-479	120	6	cellini	cellini	PROPN
amwa-479	120	7	j	j	PROPN
amwa-479	120	8	,	,	PUNCT
amwa-479	120	9	charpignon	charpignon	NOUN
amwa-479	120	10	ml	ml	PROPN
amwa-479	120	11	,	,	PUNCT
amwa-479	120	12	et	et	PROPN
amwa-479	120	13	al	al	PROPN
amwa-479	120	14	;	;	PUNCT
amwa-479	120	15	for	for	ADP
amwa-479	120	16	mit	mit	PROPN
amwa-479	120	17	critical	critical	ADJ
amwa-479	120	18	data	datum	NOUN
amwa-479	120	19	.	.	PUNCT
amwa-479	121	1	sources	source	NOUN
amwa-479	121	2	of	of	ADP
amwa-479	121	3	bias	bias	NOUN
amwa-479	121	4	in	in	ADP
amwa-479	121	5	artificial	artificial	ADJ
amwa-479	121	6	intelligence	intelligence	NOUN
amwa-479	121	7	that	that	PRON
amwa-479	121	8	perpetuate	perpetuate	VERB
amwa-479	121	9	healthcare	healthcare	NOUN
amwa-479	121	10	disparities	disparity	NOUN
amwa-479	121	11	-	-	PUNCT
amwa-479	121	12	a	a	DET
amwa-479	121	13	global	global	ADJ
amwa-479	121	14	review	review	NOUN
amwa-479	121	15	.	.	PUNCT
amwa-479	122	1	plos	plos	PROPN
amwa-479	122	2	digit	digit	PROPN
amwa-479	122	3	health	health	NOUN
amwa-479	122	4	.	.	PUNCT
amwa-479	123	1	2022;1(3):e0000022	2022;1(3):e0000022	PROPN
amwa-479	123	2	.	.	PUNCT
amwa-479	124	1	doi:10.1371	doi:10.1371	PROPN
amwa-479	124	2	/	/	SYM
amwa-479	125	1	journal.pdig.0000022	journal.pdig.0000022	NOUN
amwa-479	125	2	3	3	NUM
amwa-479	125	3	.	.	PUNCT
amwa-479	125	4	cross	cross	PROPN
amwa-479	125	5	jl	jl	PROPN
amwa-479	125	6	,	,	PUNCT
amwa-479	125	7	choma	choma	PROPN
amwa-479	125	8	ma	ma	PROPN
amwa-479	125	9	,	,	PUNCT
amwa-479	125	10	onofrey	onofrey	PROPN
amwa-479	125	11	ja	ja	PROPN
amwa-479	125	12	.	.	PROPN
amwa-479	125	13	bias	bias	PROPN
amwa-479	125	14	in	in	ADP
amwa-479	125	15	medical	medical	ADJ
amwa-479	125	16	ai	ai	PROPN
amwa-479	125	17	:	:	PUNCT
amwa-479	125	18	implications	implication	NOUN
amwa-479	125	19	for	for	ADP
amwa-479	125	20	clinical	clinical	ADJ
amwa-479	125	21	decision	decision	NOUN
amwa-479	125	22	-	-	PUNCT
amwa-479	125	23	making	making	NOUN
amwa-479	125	24	.	.	PUNCT
amwa-479	126	1	plos	plos	PROPN
amwa-479	126	2	digit	digit	PROPN
amwa-479	126	3	health	health	NOUN
amwa-479	126	4	.	.	PUNCT
amwa-479	127	1	2024;3(11):e0000651	2024;3(11):e0000651	PROPN
amwa-479	127	2	.	.	PUNCT
amwa-479	128	1	doi:10.1371	doi:10.1371	PROPN
amwa-479	128	2	/	/	SYM
amwa-479	129	1	journal.pdig.0000651	journal.pdig.0000651	ADJ
amwa-479	129	2	4	4	NUM
amwa-479	129	3	.	.	NOUN
amwa-479	129	4	aliferis	aliferis	PROPN
amwa-479	129	5	c	c	PROPN
amwa-479	129	6	,	,	PUNCT
amwa-479	129	7	simon	simon	PROPN
amwa-479	129	8	gj	gj	PROPN
amwa-479	129	9	.	.	PUNCT
amwa-479	129	10	overfitting	overfitte	VERB
amwa-479	129	11	,	,	PUNCT
amwa-479	129	12	underfitting	underfitting	NOUN
amwa-479	129	13	and	and	CCONJ
amwa-479	129	14	general	general	ADJ
amwa-479	129	15	model	model	NOUN
amwa-479	129	16	overconfidence	overconfidence	NOUN
amwa-479	129	17	and	and	CCONJ
amwa-479	129	18	under	under	NOUN
amwa-479	129	19	-	-	PUNCT
amwa-479	129	20	performance	performance	NOUN
amwa-479	129	21	pitfalls	pitfall	NOUN
amwa-479	129	22	and	and	CCONJ
amwa-479	129	23	best	good	ADJ
amwa-479	129	24	practices	practice	NOUN
amwa-479	129	25	in	in	ADP
amwa-479	129	26	machine	machine	NOUN
amwa-479	129	27	learning	learning	NOUN
amwa-479	129	28	and	and	CCONJ
amwa-479	129	29	ai	ai	VERB
amwa-479	129	30	.	.	PUNCT
amwa-479	130	1	in	in	ADP
amwa-479	130	2	:	:	PUNCT
amwa-479	130	3	simon	simon	PROPN
amwa-479	130	4	gj	gj	PROPN
amwa-479	130	5	,	,	PUNCT
amwa-479	130	6	aliferis	aliferis	NOUN
amwa-479	130	7	c	c	PROPN
amwa-479	130	8	,	,	PUNCT
amwa-479	130	9	eds	ed	NOUN
amwa-479	130	10	.	.	PUNCT
amwa-479	130	11	artificial	artificial	ADJ
amwa-479	130	12	intelligence	intelligence	NOUN
amwa-479	130	13	and	and	CCONJ
amwa-479	130	14	machine	machine	NOUN
amwa-479	130	15	learning	learning	NOUN
amwa-479	130	16	in	in	ADP
amwa-479	130	17	health	health	NOUN
amwa-479	130	18	care	care	NOUN
amwa-479	130	19	and	and	CCONJ
amwa-479	130	20	medical	medical	ADJ
amwa-479	130	21	sciences	science	NOUN
amwa-479	130	22	:	:	PUNCT
amwa-479	130	23	best	good	ADJ
amwa-479	130	24	practices	practice	NOUN
amwa-479	130	25	and	and	CCONJ
amwa-479	130	26	pitfalls	pitfall	NOUN
amwa-479	130	27	.	.	PUNCT
amwa-479	131	1	springer	springer	NOUN
amwa-479	131	2	;	;	PUNCT
amwa-479	131	3	2024	2024	NUM
amwa-479	131	4	.	.	PUNCT
amwa-479	132	1	accessed	access	VERB
amwa-479	132	2	may	may	PROPN
amwa-479	132	3	8	8	NUM
amwa-479	132	4	,	,	PUNCT
amwa-479	132	5	2025	2025	NUM
amwa-479	132	6	.	.	PUNCT
amwa-479	133	1	doi:10.1007/978	doi:10.1007/978	PROPN
amwa-479	133	2	-	-	PUNCT
amwa-479	133	3	3	3	NUM
amwa-479	133	4	-	-	PUNCT
amwa-479	133	5	031	031	NUM
amwa-479	133	6	-	-	PUNCT
amwa-479	133	7	39355	39355	NUM
amwa-479	133	8	-	-	PUNCT
amwa-479	133	9	6_10	6_10	NOUN
amwa-479	133	10	.	.	PUNCT
amwa-479	134	1	5	5	NUM
amwa-479	134	2	.	.	X
amwa-479	134	3	alkaissi	alkaissi	PROPN
amwa-479	134	4	h	h	PROPN
amwa-479	134	5	,	,	PUNCT
amwa-479	134	6	mcfarlane	mcfarlane	PROPN
amwa-479	134	7	si	si	PROPN
amwa-479	134	8	.	.	PUNCT
amwa-479	134	9	artificial	artificial	ADJ
amwa-479	134	10	hallucinations	hallucination	NOUN
amwa-479	134	11	in	in	ADP
amwa-479	134	12	chatgpt	chatgpt	NOUN
amwa-479	134	13	:	:	PUNCT
amwa-479	134	14	implications	implication	NOUN
amwa-479	134	15	in	in	ADP
amwa-479	134	16	scientific	scientific	ADJ
amwa-479	134	17	writing	writing	NOUN
amwa-479	134	18	.	.	PUNCT
amwa-479	135	1	cureus	cureus	NOUN
amwa-479	135	2	.	.	PUNCT
amwa-479	136	1	2023;15(2):e35179	2023;15(2):e35179	X
amwa-479	136	2	.	.	PUNCT
amwa-479	136	3	doi:10.7759	doi:10.7759	NOUN
amwa-479	136	4	/	/	SYM
amwa-479	136	5	cureus.35179	cureus.35179	PROPN
amwa-479	136	6	6	6	NUM
amwa-479	136	7	.	.	PUNCT
amwa-479	136	8	walters	walters	PROPN
amwa-479	136	9	wh	wh	PROPN
amwa-479	136	10	,	,	PUNCT
amwa-479	136	11	wilder	wilder	ADJ
amwa-479	136	12	ei	ei	PROPN
amwa-479	136	13	.	.	PROPN
amwa-479	136	14	fabrication	fabrication	NOUN
amwa-479	136	15	and	and	CCONJ
amwa-479	136	16	errors	error	NOUN
amwa-479	136	17	in	in	ADP
amwa-479	136	18	the	the	DET
amwa-479	136	19	bibliographic	bibliographic	ADJ
amwa-479	136	20	citations	citation	NOUN
amwa-479	136	21	generated	generate	VERB
amwa-479	136	22	by	by	ADP
amwa-479	136	23	chatgpt	chatgpt	NOUN
amwa-479	136	24	.	.	PUNCT
amwa-479	137	1	sci	sci	PROPN
amwa-479	137	2	rep	rep	PROPN
amwa-479	137	3	.	.	PROPN
amwa-479	137	4	2023;13(1):14045	2023;13(1):14045	NUM
amwa-479	137	5	.	.	PUNCT
amwa-479	138	1	doi:10.1038	doi:10.1038	NOUN
amwa-479	138	2	/	/	SYM
amwa-479	138	3	s41598	s41598	NOUN
amwa-479	138	4	-	-	PUNCT
amwa-479	138	5	023	023	NUM
amwa-479	138	6	-	-	PUNCT
amwa-479	138	7	41032	41032	NUM
amwa-479	138	8	-	-	SYM
amwa-479	138	9	5	5	NUM
amwa-479	138	10	7	7	NUM
amwa-479	138	11	.	.	PUNCT
amwa-479	138	12	olawade	olawade	PROPN
amwa-479	138	13	db	db	PROPN
amwa-479	138	14	,	,	PUNCT
amwa-479	138	15	wada	wada	PROPN
amwa-479	138	16	oj	oj	PROPN
amwa-479	138	17	,	,	PUNCT
amwa-479	138	18	david	david	PROPN
amwa-479	138	19	-	-	PUNCT
amwa-479	138	20	olawade	olawade	PROPN
amwa-479	138	21	ac	ac	PROPN
amwa-479	138	22	,	,	PUNCT
amwa-479	138	23	kunonga	kunonga	ADV
amwa-479	138	24	e	e	NOUN
amwa-479	138	25	,	,	PUNCT
amwa-479	138	26	abaire	abaire	NOUN
amwa-479	138	27	o	o	NOUN
amwa-479	138	28	,	,	PUNCT
amwa-479	138	29	ling	ling	PROPN
amwa-479	138	30	j.	j.	PROPN
amwa-479	138	31	using	use	VERB
amwa-479	138	32	artificial	artificial	ADJ
amwa-479	138	33	intelligence	intelligence	NOUN
amwa-479	138	34	to	to	PART
amwa-479	138	35	improve	improve	VERB
amwa-479	138	36	public	public	ADJ
amwa-479	138	37	health	health	NOUN
amwa-479	138	38	:	:	PUNCT
amwa-479	138	39	a	a	DET
amwa-479	138	40	narrative	narrative	NOUN
amwa-479	138	41	review	review	NOUN
amwa-479	138	42	.	.	PUNCT
amwa-479	139	1	front	front	ADJ
amwa-479	139	2	public	public	ADJ
amwa-479	139	3	health	health	NOUN
amwa-479	139	4	.	.	PUNCT
amwa-479	140	1	2023;11:1196397	2023;11:1196397	X
amwa-479	140	2	.	.	X
amwa-479	140	3	doi:10.3389	doi:10.3389	NOUN
amwa-479	140	4	/	/	SYM
amwa-479	140	5	fpubh.2023.1196397	fpubh.2023.1196397	PROPN
amwa-479	140	6	8	8	NUM
amwa-479	140	7	.	.	PUNCT
amwa-479	141	1	holzinger	holzinger	PROPN
amwa-479	141	2	a	a	PRON
amwa-479	141	3	,	,	PUNCT
amwa-479	141	4	zatloukal	zatloukal	PROPN
amwa-479	141	5	k	k	PROPN
amwa-479	141	6	,	,	PUNCT
amwa-479	141	7	müller	müller	PROPN
amwa-479	141	8	h.	h.	PROPN
amwa-479	141	9	is	be	AUX
amwa-479	141	10	human	human	ADJ
amwa-479	141	11	oversight	oversight	NOUN
amwa-479	141	12	to	to	PART
amwa-479	141	13	ai	ai	VERB
amwa-479	141	14	systems	system	NOUN
amwa-479	141	15	still	still	ADV
amwa-479	141	16	possible	possible	ADJ
amwa-479	141	17	?	?	PUNCT
amwa-479	142	1	n	n	PRON
amwa-479	142	2	biotechnol	biotechnol	NOUN
amwa-479	142	3	.	.	PUNCT
amwa-479	143	1	2025;85:59	2025;85:59	NUM
amwa-479	143	2	-	-	SYM
amwa-479	143	3	62	62	NUM
amwa-479	143	4	.	.	PUNCT
amwa-479	144	1	doi:10.1016	doi:10.1016	PROPN
amwa-479	144	2	/	/	SYM
amwa-479	144	3	j.	j.	PROPN
amwa-479	144	4	nbt.2024.12.003	nbt.2024.12.003	PROPN
amwa-479	144	5	http://www.amwajournal.org	http://www.amwajournal.org	PUNCT
amwa-479	144	6	amwajournal.org	amwajournal.org	X
amwa-479	144	7	9ai	9ai	ADJ
amwa-479	144	8	bias	bias	NOUN
amwa-479	144	9	in	in	ADP
amwa-479	144	10	health	health	NOUN
amwa-479	144	11	communication	communication	NOUN
amwa-479	144	12	9	9	NUM
amwa-479	144	13	.	.	PUNCT
amwa-479	145	1	kaushal	kaushal	PROPN
amwa-479	145	2	a	a	PROPN
amwa-479	145	3	,	,	PUNCT
amwa-479	145	4	altman	altman	PROPN
amwa-479	145	5	r	r	PROPN
amwa-479	145	6	,	,	PUNCT
amwa-479	145	7	langlotz	langlotz	PROPN
amwa-479	145	8	c.	c.	PROPN
amwa-479	145	9	geographic	geographic	ADJ
amwa-479	145	10	distribution	distribution	NOUN
amwa-479	145	11	of	of	ADP
amwa-479	145	12	us	we	PRON
amwa-479	145	13	cohorts	cohort	NOUN
amwa-479	145	14	used	use	VERB
amwa-479	145	15	to	to	PART
amwa-479	145	16	train	train	VERB
amwa-479	145	17	deep	deep	ADJ
amwa-479	145	18	learning	learning	NOUN
amwa-479	145	19	algorithms	algorithm	NOUN
amwa-479	145	20	.	.	PUNCT
amwa-479	146	1	jama	jama	PROPN
amwa-479	146	2	.	.	PUNCT
amwa-479	147	1	2020;324(12):1212	2020;324(12):1212	NUM
amwa-479	147	2	-	-	SYM
amwa-479	147	3	1213	1213	NUM
amwa-479	147	4	.	.	PUNCT
amwa-479	148	1	doi:10.1001	doi:10.1001	PROPN
amwa-479	148	2	/	/	SYM
amwa-479	148	3	jama.2020.12067	jama.2020.12067	PROPN
amwa-479	148	4	10	10	NUM
amwa-479	148	5	.	.	PUNCT
amwa-479	149	1	májovský	májovský	PROPN
amwa-479	149	2	m	m	PROPN
amwa-479	149	3	,	,	PUNCT
amwa-479	149	4	černý	černý	PROPN
amwa-479	149	5	m	m	PROPN
amwa-479	149	6	,	,	PUNCT
amwa-479	149	7	kasal	kasal	PROPN
amwa-479	149	8	m	m	PROPN
amwa-479	149	9	,	,	PUNCT
amwa-479	149	10	komarc	komarc	PROPN
amwa-479	149	11	m	m	PROPN
amwa-479	149	12	,	,	PUNCT
amwa-479	149	13	netuka	netuka	PROPN
amwa-479	149	14	d.	d.	PROPN
amwa-479	149	15	artificial	artificial	PROPN
amwa-479	149	16	intelligence	intelligence	NOUN
amwa-479	149	17	can	can	AUX
amwa-479	149	18	generate	generate	VERB
amwa-479	149	19	fraudulent	fraudulent	ADJ
amwa-479	149	20	but	but	CCONJ
amwa-479	149	21	authentic	authentic	ADJ
amwa-479	149	22	-	-	PUNCT
amwa-479	149	23	looking	look	VERB
amwa-479	149	24	scientific	scientific	ADJ
amwa-479	149	25	medical	medical	ADJ
amwa-479	149	26	articles	article	NOUN
amwa-479	149	27	:	:	PUNCT
amwa-479	149	28	pandora	pandora	PROPN
amwa-479	149	29	’s	’s	PART
amwa-479	149	30	box	box	PROPN
amwa-479	149	31	has	have	AUX
amwa-479	149	32	been	be	AUX
amwa-479	149	33	opened	open	VERB
amwa-479	149	34	.	.	PUNCT
amwa-479	150	1	j	j	PROPN
amwa-479	150	2	med	med	PROPN
amwa-479	150	3	internet	internet	NOUN
amwa-479	150	4	res	re	NOUN
amwa-479	150	5	.	.	PUNCT
amwa-479	151	1	2023;25	2023;25	NUM
amwa-479	151	2	:	:	PUNCT
amwa-479	151	3	e46924	e46924	NOUN
amwa-479	151	4	.	.	NOUN
amwa-479	151	5	doi:10.2196/46924	doi:10.2196/46924	NOUN
amwa-479	151	6	11	11	NUM
amwa-479	151	7	.	.	PUNCT
amwa-479	152	1	omar	omar	PROPN
amwa-479	152	2	m	m	PROPN
amwa-479	152	3	,	,	PUNCT
amwa-479	152	4	nassar	nassar	PROPN
amwa-479	152	5	s	s	PROPN
amwa-479	152	6	,	,	PUNCT
amwa-479	152	7	hijazi	hijazi	PROPN
amwa-479	152	8	k	k	PROPN
amwa-479	152	9	,	,	PUNCT
amwa-479	152	10	glicksberg	glicksberg	PROPN
amwa-479	152	11	bs	bs	PROPN
amwa-479	152	12	,	,	PUNCT
amwa-479	152	13	nadkarni	nadkarni	PROPN
amwa-479	152	14	gn	gn	PROPN
amwa-479	152	15	,	,	PUNCT
amwa-479	152	16	klang	klang	PROPN
amwa-479	152	17	e.	e.	PROPN
amwa-479	152	18	generating	generating	PROPN
amwa-479	152	19	credible	credible	ADJ
amwa-479	152	20	referenced	referenced	ADJ
amwa-479	152	21	medical	medical	ADJ
amwa-479	152	22	research	research	NOUN
amwa-479	152	23	:	:	PUNCT
amwa-479	152	24	a	a	DET
amwa-479	152	25	comparative	comparative	ADJ
amwa-479	152	26	study	study	NOUN
amwa-479	152	27	of	of	ADP
amwa-479	152	28	openai	openai	PROPN
amwa-479	152	29	’s	’s	PART
amwa-479	152	30	gpt-4	gpt-4	PUNCT
amwa-479	152	31	and	and	CCONJ
amwa-479	152	32	google	google	PROPN
amwa-479	152	33	’s	’s	PART
amwa-479	152	34	gemini	gemini	PROPN
amwa-479	152	35	.	.	PUNCT
amwa-479	153	1	comput	comput	PROPN
amwa-479	153	2	biol	biol	PROPN
amwa-479	153	3	med	me	VERB
amwa-479	153	4	.	.	PUNCT
amwa-479	154	1	2025;185:109545	2025;185:109545	NUM
amwa-479	154	2	.	.	PUNCT
amwa-479	154	3	doi:10.1016	doi:10.1016	PROPN
amwa-479	154	4	/	/	SYM
amwa-479	154	5	j.compbiomed.2024.109545	j.compbiomed.2024.109545	PROPN
amwa-479	154	6	12	12	NUM
amwa-479	154	7	.	.	PUNCT
amwa-479	155	1	zybaczynska	zybaczynska	PROPN
amwa-479	155	2	j	j	PROPN
amwa-479	155	3	,	,	PUNCT
amwa-479	155	4	norris	norris	PROPN
amwa-479	155	5	m	m	PROPN
amwa-479	155	6	,	,	PUNCT
amwa-479	155	7	modi	modi	PROPN
amwa-479	155	8	s	s	PART
amwa-479	155	9	,	,	PUNCT
amwa-479	155	10	et	et	PROPN
amwa-479	155	11	al	al	PROPN
amwa-479	155	12	.	.	PUNCT
amwa-479	155	13	artificial	artificial	ADJ
amwa-479	155	14	intelligencegenerated	intelligencegenerate	VERB
amwa-479	155	15	scientific	scientific	ADJ
amwa-479	155	16	literature	literature	NOUN
amwa-479	155	17	:	:	PUNCT
amwa-479	155	18	a	a	DET
amwa-479	155	19	critical	critical	ADJ
amwa-479	155	20	appraisal	appraisal	NOUN
amwa-479	155	21	.	.	PUNCT
amwa-479	156	1	j	j	PROPN
amwa-479	156	2	allergy	allergy	PROPN
amwa-479	156	3	clin	clin	PROPN
amwa-479	156	4	immunol	immunol	PROPN
amwa-479	156	5	pract	pract	PROPN
amwa-479	156	6	.	.	PUNCT
amwa-479	157	1	2024;12(1):106	2024;12(1):106	NUM
amwa-479	157	2	-	-	PUNCT
amwa-479	157	3	110	110	NUM
amwa-479	157	4	.	.	PUNCT
amwa-479	157	5	doi:10.1016	doi:10.1016	PROPN
amwa-479	157	6	/	/	SYM
amwa-479	157	7	j.jaip.2023.10.010	j.jaip.2023.10.010	PROPN
amwa-479	157	8	13	13	NUM
amwa-479	157	9	.	.	PUNCT
amwa-479	158	1	kshetri	kshetri	ADJ
amwa-479	158	2	n.	n.	NOUN
amwa-479	158	3	linguistic	linguistic	ADJ
amwa-479	158	4	challenges	challenge	NOUN
amwa-479	158	5	in	in	ADP
amwa-479	158	6	generative	generative	ADJ
amwa-479	158	7	artificial	artificial	ADJ
amwa-479	158	8	intelligence	intelligence	NOUN
amwa-479	158	9	:	:	PUNCT
amwa-479	158	10	implications	implication	NOUN
amwa-479	158	11	for	for	ADP
amwa-479	158	12	low	low	ADJ
amwa-479	158	13	-	-	PUNCT
amwa-479	158	14	resource	resource	NOUN
amwa-479	158	15	languages	language	NOUN
amwa-479	158	16	in	in	ADP
amwa-479	158	17	the	the	DET
amwa-479	158	18	developing	develop	VERB
amwa-479	158	19	world	world	NOUN
amwa-479	158	20	.	.	PUNCT
amwa-479	159	1	j	j	PROPN
amwa-479	159	2	global	global	ADJ
amwa-479	159	3	inform	inform	VERB
amwa-479	159	4	tech	tech	NOUN
amwa-479	159	5	manag	manag	NOUN
amwa-479	159	6	.	.	PUNCT
amwa-479	160	1	2024;27(2):95	2024;27(2):95	NOUN
amwa-479	160	2	-	-	SYM
amwa-479	160	3	99	99	NUM
amwa-479	160	4	.	.	PUNCT
amwa-479	161	1	doi:10.1080/1097198x.2024.2341496	doi:10.1080/1097198x.2024.2341496	NOUN
amwa-479	161	2	14	14	NUM
amwa-479	161	3	.	.	PUNCT
amwa-479	162	1	šorak	šorak	NOUN
amwa-479	163	1	v.	v.	ADV
amwa-479	163	2	from	from	ADP
amwa-479	163	3	terminological	terminological	ADJ
amwa-479	163	4	inconsistencies	inconsistency	NOUN
amwa-479	163	5	to	to	ADP
amwa-479	163	6	major	major	ADJ
amwa-479	163	7	mistranslations	mistranslation	NOUN
amwa-479	163	8	:	:	PUNCT
amwa-479	163	9	a	a	DET
amwa-479	163	10	qualitative	qualitative	ADJ
amwa-479	163	11	analysis	analysis	NOUN
amwa-479	163	12	of	of	ADP
amwa-479	163	13	nmt	nmt	NOUN
amwa-479	163	14	errors	error	NOUN
amwa-479	163	15	in	in	ADP
amwa-479	163	16	public	public	ADJ
amwa-479	163	17	health	health	NOUN
amwa-479	163	18	communication	communication	NOUN
amwa-479	163	19	.	.	PUNCT
amwa-479	164	1	ai	ai	VERB
amwa-479	164	2	linguist	linguist	NOUN
amwa-479	164	3	.	.	PUNCT
amwa-479	165	1	2024:1(1	2024:1(1	NUM
amwa-479	165	2	)	)	PUNCT
amwa-479	165	3	.	.	PUNCT
amwa-479	166	1	15	15	NUM
amwa-479	166	2	.	.	X
amwa-479	166	3	park	park	NOUN
amwa-479	166	4	ha	ha	INTJ
amwa-479	166	5	.	.	PUNCT
amwa-479	167	1	why	why	SCONJ
amwa-479	167	2	terminology	terminology	NOUN
amwa-479	167	3	standards	standard	NOUN
amwa-479	167	4	matter	matter	VERB
amwa-479	167	5	for	for	ADP
amwa-479	167	6	data	data	NOUN
amwa-479	167	7	-	-	PUNCT
amwa-479	167	8	driven	drive	VERB
amwa-479	167	9	artificial	artificial	ADJ
amwa-479	167	10	intelligence	intelligence	NOUN
amwa-479	167	11	in	in	ADP
amwa-479	167	12	healthcare	healthcare	PROPN
amwa-479	167	13	.	.	PUNCT
amwa-479	168	1	ann	ann	PROPN
amwa-479	168	2	lab	lab	PROPN
amwa-479	168	3	med	me	VERB
amwa-479	168	4	.	.	PUNCT
amwa-479	169	1	2024;44(6):467471	2024;44(6):467471	PROPN
amwa-479	169	2	.	.	PUNCT
amwa-479	170	1	doi:10.3343	doi:10.3343	PROPN
amwa-479	170	2	/	/	SYM
amwa-479	170	3	alm.2024.0105	alm.2024.0105	PROPN
amwa-479	170	4	16	16	NUM
amwa-479	170	5	.	.	PUNCT
amwa-479	171	1	baxter	baxter	PROPN
amwa-479	171	2	sl	sl	PROPN
amwa-479	171	3	,	,	PUNCT
amwa-479	171	4	lee	lee	PROPN
amwa-479	171	5	ay	ay	PROPN
amwa-479	171	6	.	.	PUNCT
amwa-479	171	7	gaps	gap	NOUN
amwa-479	171	8	in	in	ADP
amwa-479	171	9	standards	standard	NOUN
amwa-479	171	10	for	for	ADP
amwa-479	171	11	integrating	integrate	VERB
amwa-479	171	12	artificial	artificial	ADJ
amwa-479	171	13	intelligence	intelligence	NOUN
amwa-479	171	14	technologies	technology	NOUN
amwa-479	171	15	into	into	ADP
amwa-479	171	16	ophthalmic	ophthalmic	ADJ
amwa-479	171	17	practice	practice	NOUN
amwa-479	171	18	.	.	PUNCT
amwa-479	172	1	curr	curr	PROPN
amwa-479	172	2	opin	opin	PROPN
amwa-479	172	3	ophthalmol	ophthalmol	PROPN
amwa-479	172	4	.	.	PUNCT
amwa-479	173	1	2021;32(5):431	2021;32(5):431	NOUN
amwa-479	173	2	-	-	SYM
amwa-479	173	3	438	438	NUM
amwa-479	173	4	.	.	PUNCT
amwa-479	174	1	doi:10.1097/	doi:10.1097/	NUM
amwa-479	174	2	icu.0000000000000781	icu.0000000000000781	X
amwa-479	174	3	17	17	NUM
amwa-479	174	4	.	.	PUNCT
amwa-479	175	1	ueda	ueda	PROPN
amwa-479	175	2	d	d	PROPN
amwa-479	175	3	,	,	PUNCT
amwa-479	175	4	kakinuma	kakinuma	PROPN
amwa-479	175	5	t	t	PROPN
amwa-479	175	6	,	,	PUNCT
amwa-479	175	7	fujita	fujita	PROPN
amwa-479	175	8	s	s	PROPN
amwa-479	175	9	,	,	PUNCT
amwa-479	175	10	et	et	PROPN
amwa-479	175	11	al	al	PROPN
amwa-479	175	12	.	.	PROPN
amwa-479	175	13	fairness	fairness	NOUN
amwa-479	175	14	of	of	ADP
amwa-479	175	15	artificial	artificial	ADJ
amwa-479	175	16	intelligence	intelligence	NOUN
amwa-479	175	17	in	in	ADP
amwa-479	175	18	healthcare	healthcare	PROPN
amwa-479	175	19	:	:	PUNCT
amwa-479	175	20	review	review	NOUN
amwa-479	175	21	and	and	CCONJ
amwa-479	175	22	recommendations	recommendation	NOUN
amwa-479	175	23	.	.	PUNCT
amwa-479	176	1	jpn	jpn	PROPN
amwa-479	176	2	j	j	PROPN
amwa-479	176	3	radiol	radiol	PROPN
amwa-479	176	4	.	.	PUNCT
amwa-479	177	1	2024;42(1):3	2024;42(1):3	NUM
amwa-479	177	2	-	-	SYM
amwa-479	177	3	15	15	NUM
amwa-479	177	4	.	.	PUNCT
amwa-479	177	5	doi:10.1007	doi:10.1007	PROPN
amwa-479	177	6	/	/	SYM
amwa-479	177	7	s11604	s11604	PROPN
amwa-479	177	8	-	-	PUNCT
amwa-479	177	9	023	023	NUM
amwa-479	177	10	-	-	PUNCT
amwa-479	177	11	01474	01474	NUM
amwa-479	177	12	-	-	SYM
amwa-479	177	13	3	3	NUM
amwa-479	177	14	18	18	NUM
amwa-479	177	15	.	.	PUNCT
amwa-479	177	16	norori	norori	PROPN
amwa-479	177	17	n	n	PROPN
amwa-479	177	18	,	,	PUNCT
amwa-479	177	19	hu	hu	PROPN
amwa-479	178	1	q	q	NOUN
amwa-479	178	2	,	,	PUNCT
amwa-479	178	3	aellen	aellen	PROPN
amwa-479	178	4	fm	fm	PROPN
amwa-479	178	5	,	,	PUNCT
amwa-479	178	6	faraci	faraci	PROPN
amwa-479	178	7	fd	fd	PROPN
amwa-479	178	8	,	,	PUNCT
amwa-479	178	9	tzovara	tzovara	ADP
amwa-479	178	10	a.	a.	NOUN
amwa-479	178	11	addressing	address	VERB
amwa-479	178	12	bias	bias	NOUN
amwa-479	178	13	in	in	ADP
amwa-479	178	14	big	big	ADJ
amwa-479	178	15	data	datum	NOUN
amwa-479	178	16	and	and	CCONJ
amwa-479	178	17	ai	ai	VERB
amwa-479	178	18	for	for	ADP
amwa-479	178	19	health	health	NOUN
amwa-479	178	20	care	care	NOUN
amwa-479	178	21	:	:	PUNCT
amwa-479	178	22	a	a	DET
amwa-479	178	23	call	call	NOUN
amwa-479	178	24	for	for	ADP
amwa-479	178	25	open	open	ADJ
amwa-479	178	26	science	science	NOUN
amwa-479	178	27	.	.	PUNCT
amwa-479	179	1	patterns	pattern	NOUN
amwa-479	179	2	(	(	PUNCT
amwa-479	179	3	n	n	NOUN
amwa-479	179	4	y	y	NOUN
amwa-479	179	5	)	)	PUNCT
amwa-479	179	6	.	.	PUNCT
amwa-479	180	1	2021;2(10):100347	2021;2(10):100347	NUM
amwa-479	180	2	.	.	PUNCT
amwa-479	180	3	doi:10.1016	doi:10.1016	PROPN
amwa-479	180	4	/	/	SYM
amwa-479	180	5	j.patter.2021.100347	j.patter.2021.100347	PROPN
amwa-479	180	6	19	19	NUM
amwa-479	180	7	.	.	PUNCT
amwa-479	181	1	marey	marey	PROPN
amwa-479	181	2	a	a	PROPN
amwa-479	181	3	,	,	PUNCT
amwa-479	181	4	arjmand	arjmand	PROPN
amwa-479	181	5	p	p	NOUN
amwa-479	181	6	,	,	PUNCT
amwa-479	181	7	alerab	alerab	ADJ
amwa-479	181	8	ads	ad	NOUN
amwa-479	181	9	,	,	PUNCT
amwa-479	181	10	et	et	PROPN
amwa-479	181	11	al	al	PROPN
amwa-479	181	12	.	.	PROPN
amwa-479	181	13	explainability	explainability	PROPN
amwa-479	181	14	,	,	PUNCT
amwa-479	181	15	transparency	transparency	NOUN
amwa-479	181	16	and	and	CCONJ
amwa-479	181	17	black	black	ADJ
amwa-479	181	18	box	box	NOUN
amwa-479	181	19	challenges	challenge	NOUN
amwa-479	181	20	of	of	ADP
amwa-479	181	21	ai	ai	VERB
amwa-479	181	22	in	in	ADP
amwa-479	181	23	radiology	radiology	NOUN
amwa-479	181	24	:	:	PUNCT
amwa-479	181	25	impact	impact	NOUN
amwa-479	181	26	on	on	ADP
amwa-479	181	27	patient	patient	ADJ
amwa-479	181	28	care	care	NOUN
amwa-479	181	29	in	in	ADP
amwa-479	181	30	cardiovascular	cardiovascular	ADJ
amwa-479	181	31	radiology	radiology	NOUN
amwa-479	181	32	.	.	PUNCT
amwa-479	182	1	egypt	egypt	PROPN
amwa-479	182	2	j	j	PROPN
amwa-479	182	3	radiol	radiol	PROPN
amwa-479	182	4	nucl	nucl	PROPN
amwa-479	182	5	med	med	PROPN
amwa-479	182	6	.	.	PUNCT
amwa-479	183	1	2024;55:183	2024;55:183	NUM
amwa-479	183	2	.	.	PUNCT
amwa-479	184	1	doi:10.1186	doi:10.1186	PROPN
amwa-479	184	2	/	/	SYM
amwa-479	184	3	s43055	s43055	NOUN
amwa-479	184	4	-	-	PUNCT
amwa-479	184	5	024	024	NUM
amwa-479	184	6	-	-	PUNCT
amwa-479	184	7	01356	01356	NUM
amwa-479	184	8	-	-	SYM
amwa-479	184	9	2	2	NUM
amwa-479	184	10	20	20	NUM
amwa-479	184	11	.	.	PUNCT
amwa-479	185	1	peters	peters	PROPN
amwa-479	185	2	u	u	PROPN
amwa-479	185	3	,	,	PUNCT
amwa-479	185	4	chin	chin	PROPN
amwa-479	185	5	-	-	PUNCT
amwa-479	185	6	yee	yee	PROPN
amwa-479	185	7	b.	b.	PROPN
amwa-479	185	8	generalization	generalization	NOUN
amwa-479	185	9	bias	bias	NOUN
amwa-479	185	10	in	in	ADP
amwa-479	185	11	large	large	ADJ
amwa-479	185	12	language	language	NOUN
amwa-479	185	13	model	model	NOUN
amwa-479	185	14	summarization	summarization	NOUN
amwa-479	185	15	of	of	ADP
amwa-479	185	16	scientific	scientific	ADJ
amwa-479	185	17	research	research	NOUN
amwa-479	185	18	.	.	PUNCT
amwa-479	186	1	r	r	NOUN
amwa-479	186	2	soc	soc	NOUN
amwa-479	186	3	open	open	VERB
amwa-479	186	4	sci	sci	PROPN
amwa-479	186	5	.	.	PUNCT
amwa-479	186	6	2025;12(4):241776	2025;12(4):241776	NUM
amwa-479	186	7	.	.	PUNCT
amwa-479	187	1	doi:10.1098	doi:10.1098	PROPN
amwa-479	187	2	/	/	SYM
amwa-479	187	3	rsos.241776	rsos.241776	PROPN
amwa-479	187	4	21	21	NUM
amwa-479	187	5	.	.	PUNCT
amwa-479	188	1	ullah	ullah	PROPN
amwa-479	188	2	e	e	PROPN
amwa-479	188	3	,	,	PUNCT
amwa-479	188	4	parwani	parwani	PROPN
amwa-479	188	5	a	a	PROPN
amwa-479	188	6	,	,	PUNCT
amwa-479	188	7	baig	baig	PROPN
amwa-479	188	8	mm	mm	PROPN
amwa-479	188	9	,	,	PUNCT
amwa-479	188	10	singh	singh	PROPN
amwa-479	188	11	r.	r.	PROPN
amwa-479	188	12	challenges	challenge	NOUN
amwa-479	188	13	and	and	CCONJ
amwa-479	188	14	barriers	barrier	NOUN
amwa-479	188	15	of	of	ADP
amwa-479	188	16	using	use	VERB
amwa-479	188	17	large	large	ADJ
amwa-479	188	18	language	language	NOUN
amwa-479	188	19	models	model	NOUN
amwa-479	188	20	(	(	PUNCT
amwa-479	188	21	llm	llm	NOUN
amwa-479	188	22	)	)	PUNCT
amwa-479	188	23	such	such	ADJ
amwa-479	188	24	as	as	ADP
amwa-479	188	25	chatgpt	chatgpt	NOUN
amwa-479	188	26	for	for	ADP
amwa-479	188	27	diagnostic	diagnostic	ADJ
amwa-479	188	28	medicine	medicine	NOUN
amwa-479	188	29	with	with	ADP
amwa-479	188	30	a	a	DET
amwa-479	188	31	focus	focus	NOUN
amwa-479	188	32	on	on	ADP
amwa-479	188	33	digital	digital	ADJ
amwa-479	188	34	pathology	pathology	NOUN
amwa-479	188	35	a	a	DET
amwa-479	188	36	recent	recent	ADJ
amwa-479	188	37	scoping	scoping	NOUN
amwa-479	188	38	review	review	NOUN
amwa-479	188	39	.	.	PUNCT
amwa-479	189	1	diagn	diagn	NOUN
amwa-479	189	2	pathol	pathol	NOUN
amwa-479	189	3	.	.	PUNCT
amwa-479	190	1	2024;19(1):43	2024;19(1):43	NOUN
amwa-479	190	2	.	.	PUNCT
amwa-479	190	3	doi:10.1186	doi:10.1186	PROPN
amwa-479	190	4	/	/	SYM
amwa-479	190	5	s13000024	s13000024	PROPN
amwa-479	190	6	-	-	PUNCT
amwa-479	190	7	01464	01464	NUM
amwa-479	190	8	-	-	SYM
amwa-479	190	9	7	7	NUM
amwa-479	190	10	22	22	NUM
amwa-479	190	11	.	.	PUNCT
amwa-479	191	1	seyyed	seyye	VERB
amwa-479	191	2	-	-	PUNCT
amwa-479	191	3	kalantari	kalantari	PROPN
amwa-479	191	4	l	l	PROPN
amwa-479	191	5	,	,	PUNCT
amwa-479	191	6	zhang	zhang	PROPN
amwa-479	191	7	h	h	PROPN
amwa-479	191	8	,	,	PUNCT
amwa-479	191	9	mcdermott	mcdermott	PROPN
amwa-479	191	10	mba	mba	PROPN
amwa-479	191	11	,	,	PUNCT
amwa-479	191	12	chen	chen	PROPN
amwa-479	191	13	iy	iy	PROPN
amwa-479	191	14	,	,	PUNCT
amwa-479	191	15	ghassemi	ghassemi	PROPN
amwa-479	191	16	m.	m.	NOUN
amwa-479	191	17	underdiagnosis	underdiagnosis	NOUN
amwa-479	191	18	bias	bias	NOUN
amwa-479	191	19	of	of	ADP
amwa-479	191	20	artificial	artificial	ADJ
amwa-479	191	21	intelligence	intelligence	NOUN
amwa-479	191	22	algorithms	algorithm	NOUN
amwa-479	191	23	applied	apply	VERB
amwa-479	191	24	to	to	ADP
amwa-479	191	25	chest	chest	NOUN
amwa-479	191	26	radiographs	radiograph	NOUN
amwa-479	191	27	in	in	ADP
amwa-479	191	28	under	under	ADV
amwa-479	191	29	-	-	PUNCT
amwa-479	191	30	served	serve	VERB
amwa-479	191	31	patient	patient	NOUN
amwa-479	191	32	populations	population	NOUN
amwa-479	191	33	.	.	PUNCT
amwa-479	192	1	nat	nat	PROPN
amwa-479	192	2	med	me	VERB
amwa-479	192	3	.	.	PUNCT
amwa-479	193	1	2021;27(12):2176	2021;27(12):2176	NUM
amwa-479	193	2	-	-	SYM
amwa-479	193	3	2182	2182	NUM
amwa-479	193	4	.	.	PUNCT
amwa-479	194	1	doi:10.1038/	doi:10.1038/	NUM
amwa-479	194	2	s41591	s41591	NOUN
amwa-479	194	3	-	-	PUNCT
amwa-479	194	4	021	021	NUM
amwa-479	194	5	-	-	PUNCT
amwa-479	194	6	01595	01595	NUM
amwa-479	194	7	-	-	SYM
amwa-479	194	8	0	0	NUM
amwa-479	194	9	23	23	NUM
amwa-479	194	10	.	.	PUNCT
amwa-479	195	1	de	de	PROPN
amwa-479	195	2	wynter	wynter	PROPN
amwa-479	195	3	a	a	PROPN
amwa-479	195	4	,	,	PUNCT
amwa-479	195	5	wang	wang	PROPN
amwa-479	195	6	x	x	PROPN
amwa-479	195	7	,	,	PUNCT
amwa-479	195	8	sokolov	sokolov	VERB
amwa-479	195	9	a	a	PRON
amwa-479	195	10	,	,	PUNCT
amwa-479	195	11	et	et	PROPN
amwa-479	195	12	al	al	PROPN
amwa-479	195	13	.	.	PUNCT
amwa-479	196	1	an	an	DET
amwa-479	196	2	evaluation	evaluation	NOUN
amwa-479	196	3	on	on	ADP
amwa-479	196	4	large	large	ADJ
amwa-479	196	5	language	language	NOUN
amwa-479	196	6	model	model	NOUN
amwa-479	196	7	outputs	output	NOUN
amwa-479	196	8	:	:	PUNCT
amwa-479	196	9	discourse	discourse	NOUN
amwa-479	196	10	and	and	CCONJ
amwa-479	196	11	memorization	memorization	NOUN
amwa-479	196	12	.	.	PUNCT
amwa-479	197	1	nat	nat	PROPN
amwa-479	197	2	lang	lang	PROPN
amwa-479	197	3	proc	proc	PROPN
amwa-479	197	4	j.	j.	PROPN
amwa-479	197	5	2023;4:100024	2023;4:100024	PROPN
amwa-479	197	6	.	.	PUNCT
amwa-479	198	1	24	24	NUM
amwa-479	198	2	.	.	PUNCT
amwa-479	199	1	habbal	habbal	PROPN
amwa-479	199	2	f.	f.	PROPN
amwa-479	199	3	the	the	DET
amwa-479	199	4	implications	implication	NOUN
amwa-479	199	5	and	and	CCONJ
amwa-479	199	6	efficacy	efficacy	NOUN
amwa-479	199	7	of	of	ADP
amwa-479	199	8	online	online	ADJ
amwa-479	199	9	verification	verification	NOUN
amwa-479	199	10	tools	tool	NOUN
amwa-479	199	11	in	in	ADP
amwa-479	199	12	scientific	scientific	ADJ
amwa-479	199	13	research	research	NOUN
amwa-479	199	14	and	and	CCONJ
amwa-479	199	15	citation	citation	NOUN
amwa-479	199	16	practices	practice	NOUN
amwa-479	199	17	.	.	PUNCT
amwa-479	200	1	int	int	PROPN
amwa-479	200	2	j	j	PROPN
amwa-479	200	3	autom	autom	PROPN
amwa-479	200	4	digit	digit	PROPN
amwa-479	200	5	transform	transform	NOUN
amwa-479	200	6	.	.	PUNCT
amwa-479	201	1	2023;2(1):4	2023;2(1):4	PROPN
amwa-479	201	2	-	-	PUNCT
amwa-479	201	3	14	14	NUM
amwa-479	201	4	.	.	PUNCT
amwa-479	202	1	doi:10.54878	doi:10.54878	ADJ
amwa-479	202	2	/	/	SYM
amwa-479	202	3	mnart786	mnart786	PROPN
amwa-479	202	4	25	25	NUM
amwa-479	202	5	.	.	PUNCT
amwa-479	203	1	lewis	lewis	PROPN
amwa-479	203	2	p	p	PROPN
amwa-479	203	3	,	,	PUNCT
amwa-479	203	4	perez	perez	PROPN
amwa-479	203	5	e	e	PROPN
amwa-479	203	6	,	,	PUNCT
amwa-479	203	7	piktus	piktus	PROPN
amwa-479	203	8	a	a	X
amwa-479	203	9	,	,	PUNCT
amwa-479	203	10	et	et	PROPN
amwa-479	203	11	al	al	PROPN
amwa-479	203	12	.	.	PROPN
amwa-479	203	13	retrieval	retrieval	NOUN
amwa-479	203	14	-	-	PUNCT
amwa-479	203	15	augmented	augment	VERB
amwa-479	203	16	generation	generation	NOUN
amwa-479	203	17	for	for	ADP
amwa-479	203	18	knowledge	knowledge	NOUN
amwa-479	203	19	-	-	PUNCT
amwa-479	203	20	intensive	intensive	ADJ
amwa-479	203	21	nlp	nlp	NOUN
amwa-479	203	22	tasks	task	NOUN
amwa-479	203	23	.	.	PUNCT
amwa-479	204	1	adv	adv	PROPN
amwa-479	204	2	neural	neural	PROPN
amwa-479	204	3	inf	inf	PROPN
amwa-479	204	4	process	process	NOUN
amwa-479	204	5	syst	syst	NOUN
amwa-479	204	6	.	.	PUNCT
amwa-479	205	1	2020;33:9459	2020;33:9459	NUM
amwa-479	205	2	-	-	SYM
amwa-479	205	3	9474	9474	NUM
amwa-479	205	4	.	.	PUNCT
amwa-479	206	1	26	26	NUM
amwa-479	206	2	.	.	PUNCT
amwa-479	207	1	alkhalaf	alkhalaf	PROPN
amwa-479	207	2	m	m	PROPN
amwa-479	207	3	,	,	PUNCT
amwa-479	207	4	yu	yu	PROPN
amwa-479	207	5	p	p	PROPN
amwa-479	207	6	,	,	PUNCT
amwa-479	207	7	yin	yin	PROPN
amwa-479	207	8	m	m	PROPN
amwa-479	207	9	,	,	PUNCT
amwa-479	207	10	deng	deng	PROPN
amwa-479	207	11	c.	c.	PROPN
amwa-479	207	12	applying	apply	VERB
amwa-479	207	13	generative	generative	NOUN
amwa-479	207	14	ai	ai	VERB
amwa-479	207	15	with	with	ADP
amwa-479	207	16	retrieval	retrieval	NOUN
amwa-479	207	17	augmented	augment	VERB
amwa-479	207	18	generation	generation	NOUN
amwa-479	207	19	to	to	PART
amwa-479	207	20	summarize	summarize	VERB
amwa-479	207	21	and	and	CCONJ
amwa-479	207	22	extract	extract	VERB
amwa-479	207	23	key	key	ADJ
amwa-479	207	24	clinical	clinical	ADJ
amwa-479	207	25	information	information	NOUN
amwa-479	207	26	from	from	ADP
amwa-479	207	27	electronic	electronic	ADJ
amwa-479	207	28	health	health	NOUN
amwa-479	207	29	records	record	NOUN
amwa-479	207	30	.	.	PUNCT
amwa-479	208	1	j	j	PROPN
amwa-479	208	2	biomed	biome	VERB
amwa-479	208	3	inform	inform	NOUN
amwa-479	208	4	.	.	PUNCT
amwa-479	209	1	2024;156:104662	2024;156:104662	NUM
amwa-479	209	2	.	.	PUNCT
amwa-479	209	3	doi:10.1016	doi:10.1016	PROPN
amwa-479	209	4	/	/	SYM
amwa-479	209	5	j.jbi.2024.104662	j.jbi.2024.104662	PROPN
amwa-479	209	6	27	27	NUM
amwa-479	209	7	.	.	PUNCT
amwa-479	210	1	mcminn	mcminn	PROPN
amwa-479	210	2	d	d	PROPN
amwa-479	210	3	,	,	PUNCT
amwa-479	210	4	grant	grant	PROPN
amwa-479	210	5	t	t	PROPN
amwa-479	210	6	,	,	PUNCT
amwa-479	210	7	deford	deford	PROPN
amwa-479	210	8	-	-	PUNCT
amwa-479	210	9	watts	watts	PROPN
amwa-479	210	10	l	l	PROPN
amwa-479	210	11	,	,	PUNCT
amwa-479	210	12	et	et	PROPN
amwa-479	210	13	al	al	PROPN
amwa-479	210	14	.	.	PUNCT
amwa-479	211	1	using	use	VERB
amwa-479	211	2	artificial	artificial	ADJ
amwa-479	211	3	intelligence	intelligence	NOUN
amwa-479	211	4	to	to	PART
amwa-479	211	5	expedite	expedite	VERB
amwa-479	211	6	and	and	CCONJ
amwa-479	211	7	enhance	enhance	VERB
amwa-479	211	8	plain	plain	ADJ
amwa-479	211	9	language	language	NOUN
amwa-479	211	10	summary	summary	NOUN
amwa-479	211	11	abstract	abstract	ADJ
amwa-479	211	12	writing	writing	NOUN
amwa-479	211	13	of	of	ADP
amwa-479	211	14	scientific	scientific	ADJ
amwa-479	211	15	content	content	NOUN
amwa-479	211	16	.	.	PUNCT
amwa-479	212	1	jamia	jamia	PROPN
amwa-479	212	2	open	open	VERB
amwa-479	212	3	.	.	PUNCT
amwa-479	213	1	2025;8(2):ooaf023	2025;8(2):ooaf023	NUM
amwa-479	213	2	.	.	PUNCT
amwa-479	213	3	doi:10.1093	doi:10.1093	NOUN
amwa-479	213	4	/	/	SYM
amwa-479	213	5	jamiaopen	jamiaopen	PROPN
amwa-479	213	6	/	/	SYM
amwa-479	213	7	ooaf023	ooaf023	PROPN
amwa-479	213	8	28	28	NUM
amwa-479	213	9	.	.	PUNCT
amwa-479	214	1	ferrara	ferrara	PROPN
amwa-479	214	2	e.	e.	PROPN
amwa-479	214	3	fairness	fairness	PROPN
amwa-479	214	4	and	and	CCONJ
amwa-479	214	5	bias	bias	NOUN
amwa-479	214	6	in	in	ADP
amwa-479	214	7	artificial	artificial	ADJ
amwa-479	214	8	intelligence	intelligence	NOUN
amwa-479	214	9	:	:	PUNCT
amwa-479	214	10	a	a	DET
amwa-479	214	11	brief	brief	ADJ
amwa-479	214	12	survey	survey	NOUN
amwa-479	214	13	of	of	ADP
amwa-479	214	14	sources	source	NOUN
amwa-479	214	15	,	,	PUNCT
amwa-479	214	16	impacts	impact	NOUN
amwa-479	214	17	,	,	PUNCT
amwa-479	214	18	and	and	CCONJ
amwa-479	214	19	mitigation	mitigation	NOUN
amwa-479	214	20	strategies	strategy	NOUN
amwa-479	214	21	.	.	PUNCT
amwa-479	215	1	sci	sci	PROPN
amwa-479	215	2	.	.	PUNCT
amwa-479	216	1	2023;6(1):3	2023;6(1):3	NUM
amwa-479	216	2	.	.	PUNCT
amwa-479	217	1	doi:10.3390	doi:10.3390	PROPN
amwa-479	217	2	/	/	SYM
amwa-479	217	3	sci6010003	sci6010003	NOUN
amwa-479	217	4	29	29	NUM
amwa-479	217	5	.	.	PUNCT
amwa-479	218	1	american	american	PROPN
amwa-479	218	2	medical	medical	PROPN
amwa-479	218	3	association	association	PROPN
amwa-479	218	4	and	and	CCONJ
amwa-479	218	5	association	association	PROPN
amwa-479	218	6	of	of	ADP
amwa-479	218	7	american	american	PROPN
amwa-479	218	8	medical	medical	ADJ
amwa-479	218	9	colleges	college	NOUN
amwa-479	218	10	.	.	PUNCT
amwa-479	219	1	advancing	advance	VERB
amwa-479	219	2	health	health	NOUN
amwa-479	219	3	equity	equity	NOUN
amwa-479	219	4	:	:	PUNCT
amwa-479	219	5	guide	guide	VERB
amwa-479	219	6	on	on	ADP
amwa-479	219	7	language	language	NOUN
amwa-479	219	8	,	,	PUNCT
amwa-479	219	9	narrative	narrative	NOUN
amwa-479	219	10	and	and	CCONJ
amwa-479	219	11	concepts	concept	NOUN
amwa-479	219	12	.	.	PUNCT
amwa-479	220	1	published	publish	VERB
amwa-479	220	2	2021	2021	NUM
amwa-479	220	3	.	.	PUNCT
amwa-479	221	1	accessed	access	VERB
amwa-479	221	2	may	may	PROPN
amwa-479	221	3	8	8	NUM
amwa-479	221	4	,	,	PUNCT
amwa-479	221	5	2025	2025	NUM
amwa-479	221	6	.	.	PUNCT
amwa-479	222	1	https://www.ama-assn.org/system/files/ama-aamc-equity-guide	https://www.ama-assn.org/system/files/ama-aamc-equity-guide	NOUN
amwa-479	222	2	.	.	PUNCT
amwa-479	223	1	pdf	pdf	NOUN
amwa-479	223	2	30	30	NUM
amwa-479	223	3	.	.	PUNCT
amwa-479	224	1	hasanzadeh	hasanzadeh	PROPN
amwa-479	224	2	f	f	X
amwa-479	224	3	,	,	PUNCT
amwa-479	224	4	josephson	josephson	PROPN
amwa-479	224	5	cb	cb	PROPN
amwa-479	224	6	,	,	PUNCT
amwa-479	224	7	waters	water	VERB
amwa-479	224	8	g	g	NOUN
amwa-479	224	9	,	,	PUNCT
amwa-479	224	10	adedinsewo	adedinsewo	PROPN
amwa-479	224	11	d	d	NOUN
amwa-479	224	12	,	,	PUNCT
amwa-479	224	13	azizi	azizi	PROPN
amwa-479	224	14	z	z	PROPN
amwa-479	224	15	,	,	PUNCT
amwa-479	224	16	white	white	PROPN
amwa-479	224	17	ja	ja	PROPN
amwa-479	224	18	.	.	PROPN
amwa-479	224	19	bias	bias	PROPN
amwa-479	224	20	recognition	recognition	NOUN
amwa-479	224	21	and	and	CCONJ
amwa-479	224	22	mitigation	mitigation	NOUN
amwa-479	224	23	strategies	strategy	NOUN
amwa-479	224	24	in	in	ADP
amwa-479	224	25	artificial	artificial	ADJ
amwa-479	224	26	intelligence	intelligence	NOUN
amwa-479	224	27	healthcare	healthcare	NOUN
amwa-479	224	28	applications	application	NOUN
amwa-479	224	29	.	.	PUNCT
amwa-479	225	1	npj	npj	NOUN
amwa-479	225	2	digit	digit	NOUN
amwa-479	225	3	med	med	PROPN
amwa-479	225	4	.	.	PUNCT
amwa-479	226	1	2025;8(1):154	2025;8(1):154	X
amwa-479	226	2	.	.	X
amwa-479	226	3	doi:10.1038	doi:10.1038	PROPN
amwa-479	226	4	/	/	SYM
amwa-479	226	5	s41746	s41746	NOUN
amwa-479	226	6	-	-	PUNCT
amwa-479	226	7	025	025	NUM
amwa-479	226	8	-	-	PUNCT
amwa-479	226	9	01503	01503	NUM
amwa-479	226	10	-	-	SYM
amwa-479	226	11	7	7	NUM
amwa-479	226	12	31	31	NUM
amwa-479	226	13	.	.	PUNCT
amwa-479	227	1	sadeghi	sadeghi	PROPN
amwa-479	227	2	z	z	PROPN
amwa-479	227	3	,	,	PUNCT
amwa-479	227	4	alizadehsani	alizadehsani	PROPN
amwa-479	227	5	r	r	PROPN
amwa-479	227	6	,	,	PUNCT
amwa-479	227	7	cifci	cifci	ADJ
amwa-479	227	8	ma	ma	PROPN
amwa-479	227	9	,	,	PUNCT
amwa-479	227	10	et	et	PROPN
amwa-479	227	11	al	al	PROPN
amwa-479	227	12	.	.	PUNCT
amwa-479	228	1	a	a	DET
amwa-479	228	2	review	review	NOUN
amwa-479	228	3	of	of	ADP
amwa-479	228	4	explainable	explainable	ADJ
amwa-479	228	5	artificial	artificial	ADJ
amwa-479	228	6	intelligence	intelligence	NOUN
amwa-479	228	7	in	in	ADP
amwa-479	228	8	healthcare	healthcare	PROPN
amwa-479	228	9	.	.	PUNCT
amwa-479	229	1	comput	comput	PROPN
amwa-479	229	2	electr	electr	PROPN
amwa-479	229	3	eng	eng	PROPN
amwa-479	229	4	.	.	PROPN
amwa-479	230	1	2024;118:109370	2024;118:109370	NUM
amwa-479	230	2	.	.	PUNCT
amwa-479	231	1	doi:10.1016	doi:10.1016	PROPN
amwa-479	231	2	/	/	SYM
amwa-479	231	3	j.compeleceng.2024.109370	j.compeleceng.2024.109370	PROPN
amwa-479	231	4	32	32	NUM
amwa-479	231	5	.	.	PUNCT
amwa-479	232	1	misra	misra	PROPN
amwa-479	232	2	r	r	PROPN
amwa-479	232	3	,	,	PUNCT
amwa-479	232	4	keane	keane	PROPN
amwa-479	232	5	pa	pa	PROPN
amwa-479	232	6	,	,	PUNCT
amwa-479	232	7	hogg	hogg	PROPN
amwa-479	232	8	hdj	hdj	PROPN
amwa-479	232	9	.	.	PUNCT
amwa-479	233	1	how	how	SCONJ
amwa-479	233	2	should	should	AUX
amwa-479	233	3	we	we	PRON
amwa-479	233	4	train	train	VERB
amwa-479	233	5	clinicians	clinician	NOUN
amwa-479	233	6	for	for	ADP
amwa-479	233	7	artificial	artificial	ADJ
amwa-479	233	8	intelligence	intelligence	NOUN
amwa-479	233	9	in	in	ADP
amwa-479	233	10	healthcare	healthcare	PROPN
amwa-479	233	11	?	?	PUNCT
amwa-479	234	1	future	future	PROPN
amwa-479	234	2	healthc	healthc	PROPN
amwa-479	234	3	j.	j.	PROPN
amwa-479	234	4	2024;11(3):100162	2024;11(3):100162	PROPN
amwa-479	234	5	.	.	PUNCT
amwa-479	235	1	doi:10.1016	doi:10.1016	PROPN
amwa-479	235	2	/	/	SYM
amwa-479	235	3	j.fhj.2024.100162	j.fhj.2024.100162	PROPN
amwa-479	235	4	33	33	NUM
amwa-479	235	5	.	.	PUNCT
amwa-479	236	1	sallam	sallam	PROPN
amwa-479	236	2	m	m	PROPN
amwa-479	236	3	,	,	PUNCT
amwa-479	236	4	barakat	barakat	PROPN
amwa-479	236	5	m	m	PROPN
amwa-479	236	6	,	,	PUNCT
amwa-479	236	7	sallam	sallam	NOUN
amwa-479	236	8	m.	m.	VERB
amwa-479	236	9	a	a	DET
amwa-479	236	10	preliminary	preliminary	ADJ
amwa-479	236	11	checklist	checklist	NOUN
amwa-479	236	12	(	(	PUNCT
amwa-479	236	13	metrics	metric	NOUN
amwa-479	236	14	)	)	PUNCT
amwa-479	236	15	to	to	PART
amwa-479	236	16	standardize	standardize	VERB
amwa-479	236	17	the	the	DET
amwa-479	236	18	design	design	NOUN
amwa-479	236	19	and	and	CCONJ
amwa-479	236	20	reporting	reporting	NOUN
amwa-479	236	21	of	of	ADP
amwa-479	236	22	studies	study	NOUN
amwa-479	236	23	on	on	ADP
amwa-479	236	24	generative	generative	ADJ
amwa-479	236	25	artificial	artificial	ADJ
amwa-479	236	26	intelligence	intelligence	NOUN
amwa-479	236	27	-	-	PUNCT
amwa-479	236	28	based	base	VERB
amwa-479	236	29	models	model	NOUN
amwa-479	236	30	in	in	ADP
amwa-479	236	31	health	health	NOUN
amwa-479	236	32	care	care	NOUN
amwa-479	236	33	education	education	NOUN
amwa-479	236	34	and	and	CCONJ
amwa-479	236	35	practice	practice	NOUN
amwa-479	236	36	:	:	PUNCT
amwa-479	236	37	development	development	NOUN
amwa-479	236	38	study	study	NOUN
amwa-479	236	39	involving	involve	VERB
amwa-479	236	40	a	a	DET
amwa-479	236	41	literature	literature	NOUN
amwa-479	236	42	review	review	NOUN
amwa-479	236	43	.	.	PUNCT
amwa-479	237	1	interact	interact	PROPN
amwa-479	237	2	j	j	PROPN
amwa-479	237	3	med	med	PROPN
amwa-479	237	4	res	re	NOUN
amwa-479	237	5	.	.	PUNCT
amwa-479	238	1	2024;13	2024;13	NUM
amwa-479	238	2	:	:	PUNCT
amwa-479	238	3	e54704	e54704	X
amwa-479	238	4	.	.	NOUN
amwa-479	238	5	doi:10.2196/54704	doi:10.2196/54704	NOUN
amwa-479	238	6	34	34	NUM
amwa-479	238	7	.	.	PUNCT
amwa-479	239	1	harishbhai	harishbhai	PROPN
amwa-479	239	2	tilala	tilala	PROPN
amwa-479	239	3	m	m	PROPN
amwa-479	239	4	,	,	PUNCT
amwa-479	239	5	kumar	kumar	PROPN
amwa-479	239	6	chenchala	chenchala	PROPN
amwa-479	239	7	p	p	PROPN
amwa-479	239	8	,	,	PUNCT
amwa-479	239	9	choppadandi	choppadandi	NOUN
amwa-479	239	10	a	a	PRON
amwa-479	239	11	,	,	PUNCT
amwa-479	239	12	et	et	PROPN
amwa-479	239	13	al	al	PROPN
amwa-479	239	14	.	.	PUNCT
amwa-479	240	1	ethical	ethical	ADJ
amwa-479	240	2	considerations	consideration	NOUN
amwa-479	240	3	in	in	ADP
amwa-479	240	4	the	the	DET
amwa-479	240	5	use	use	NOUN
amwa-479	240	6	of	of	ADP
amwa-479	240	7	artificial	artificial	ADJ
amwa-479	240	8	intelligence	intelligence	NOUN
amwa-479	240	9	and	and	CCONJ
amwa-479	240	10	machine	machine	NOUN
amwa-479	240	11	learning	learning	NOUN
amwa-479	240	12	in	in	ADP
amwa-479	240	13	health	health	NOUN
amwa-479	240	14	care	care	NOUN
amwa-479	240	15	:	:	PUNCT
amwa-479	240	16	a	a	DET
amwa-479	240	17	comprehensive	comprehensive	ADJ
amwa-479	240	18	review	review	NOUN
amwa-479	240	19	.	.	PUNCT
amwa-479	241	1	cureus	cureus	NOUN
amwa-479	241	2	.	.	PUNCT
amwa-479	242	1	2024;16(6):e62443	2024;16(6):e62443	X
amwa-479	242	2	.	.	PUNCT
amwa-479	242	3	doi:10.7759	doi:10.7759	PROPN
amwa-479	242	4	/	/	SYM
amwa-479	242	5	cureus.62443	cureus.62443	PROPN
amwa-479	242	6	35	35	NUM
amwa-479	242	7	.	.	PUNCT
amwa-479	242	8	yelne	yelne	PROPN
amwa-479	242	9	s	s	PART
amwa-479	242	10	,	,	PUNCT
amwa-479	242	11	chaudhary	chaudhary	PROPN
amwa-479	242	12	m	m	PROPN
amwa-479	242	13	,	,	PUNCT
amwa-479	242	14	dod	dod	PROPN
amwa-479	242	15	k	k	PROPN
amwa-479	242	16	,	,	PUNCT
amwa-479	242	17	sayyad	sayyad	PROPN
amwa-479	242	18	a	a	X
amwa-479	242	19	,	,	PUNCT
amwa-479	242	20	sharma	sharma	PROPN
amwa-479	242	21	r.	r.	PROPN
amwa-479	242	22	harnessing	harness	VERB
amwa-479	242	23	the	the	DET
amwa-479	242	24	power	power	NOUN
amwa-479	242	25	of	of	ADP
amwa-479	242	26	ai	ai	NOUN
amwa-479	242	27	:	:	PUNCT
amwa-479	242	28	a	a	DET
amwa-479	242	29	comprehensive	comprehensive	ADJ
amwa-479	242	30	review	review	NOUN
amwa-479	242	31	of	of	ADP
amwa-479	242	32	its	its	PRON
amwa-479	242	33	impact	impact	NOUN
amwa-479	242	34	and	and	CCONJ
amwa-479	242	35	challenges	challenge	NOUN
amwa-479	242	36	in	in	ADP
amwa-479	242	37	nursing	nursing	NOUN
amwa-479	242	38	science	science	NOUN
amwa-479	242	39	and	and	CCONJ
amwa-479	242	40	healthcare	healthcare	PROPN
amwa-479	242	41	.	.	PUNCT
amwa-479	243	1	cureus	cureus	NOUN
amwa-479	243	2	.	.	PUNCT
amwa-479	244	1	2023;15(11):e49252	2023;15(11):e49252	NOUN
amwa-479	244	2	.	.	PUNCT
amwa-479	245	1	doi:10.7759	doi:10.7759	PROPN
amwa-479	245	2	/	/	SYM
amwa-479	245	3	cureus.49252	cureus.49252	PROPN
amwa-479	245	4	36	36	NUM
amwa-479	245	5	.	.	PUNCT
amwa-479	246	1	defining	define	VERB
amwa-479	246	2	the	the	DET
amwa-479	246	3	role	role	NOUN
amwa-479	246	4	of	of	ADP
amwa-479	246	5	authors	author	NOUN
amwa-479	246	6	and	and	CCONJ
amwa-479	246	7	contributors	contributor	NOUN
amwa-479	246	8	.	.	PUNCT
amwa-479	247	1	international	international	ADJ
amwa-479	247	2	committee	committee	PROPN
amwa-479	247	3	of	of	ADP
amwa-479	247	4	medical	medical	ADJ
amwa-479	247	5	journal	journal	PROPN
amwa-479	247	6	editors	editor	NOUN
amwa-479	247	7	.	.	PUNCT
amwa-479	248	1	accessed	access	VERB
amwa-479	248	2	may	may	PROPN
amwa-479	248	3	8	8	NUM
amwa-479	248	4	,	,	PUNCT
amwa-479	248	5	2025	2025	NUM
amwa-479	248	6	.	.	PUNCT
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amwa-479	249	2	.	.	PUNCT
amwa-479	250	1	html	html	PROPN
amwa-479	250	2	37	37	NUM
amwa-479	250	3	.	.	PUNCT
amwa-479	251	1	fingerhut	fingerhut	PROPN
amwa-479	251	2	a	a	PRON
amwa-479	251	3	,	,	PUNCT
amwa-479	251	4	winter	winter	PROPN
amwa-479	251	5	dc	dc	PROPN
amwa-479	251	6	.	.	PUNCT
amwa-479	252	1	artificial	artificial	ADJ
amwa-479	252	2	intelligence	intelligence	NOUN
amwa-479	252	3	and	and	CCONJ
amwa-479	252	4	medical	medical	ADJ
amwa-479	252	5	writing	writing	NOUN
amwa-479	252	6	:	:	PUNCT
amwa-479	252	7	where	where	SCONJ
amwa-479	252	8	are	be	AUX
amwa-479	252	9	we	we	PRON
amwa-479	252	10	going	go	VERB
amwa-479	252	11	?	?	PUNCT
amwa-479	253	1	br	br	PROPN
amwa-479	253	2	j	j	PROPN
amwa-479	253	3	surg	surg	PROPN
amwa-479	253	4	.	.	PUNCT
amwa-479	254	1	2023;110(8):883	2023;110(8):883	NUM
amwa-479	254	2	-	-	SYM
amwa-479	254	3	884	884	NUM
amwa-479	254	4	.	.	PUNCT
amwa-479	254	5	doi:10.1093	doi:10.1093	NOUN
amwa-479	254	6	/	/	SYM
amwa-479	254	7	bjs	bjs	PROPN
amwa-479	254	8	/	/	SYM
amwa-479	254	9	znad169	znad169	PROPN
amwa-479	254	10	38	38	NUM
amwa-479	254	11	.	.	PUNCT
amwa-479	254	12	doyal	doyal	ADJ
amwa-479	254	13	as	as	ADP
amwa-479	254	14	,	,	PUNCT
amwa-479	254	15	sender	sender	NOUN
amwa-479	254	16	d	d	PROPN
amwa-479	254	17	,	,	PUNCT
amwa-479	254	18	nanda	nanda	PROPN
amwa-479	254	19	m	m	PROPN
amwa-479	254	20	,	,	PUNCT
amwa-479	254	21	serrano	serrano	PROPN
amwa-479	254	22	ra	ra	PROPN
amwa-479	254	23	.	.	PUNCT
amwa-479	254	24	chatgpt	chatgpt	PROPN
amwa-479	254	25	and	and	CCONJ
amwa-479	254	26	artificial	artificial	ADJ
amwa-479	254	27	intelligence	intelligence	NOUN
amwa-479	254	28	in	in	ADP
amwa-479	254	29	medical	medical	ADJ
amwa-479	254	30	writing	writing	NOUN
amwa-479	254	31	:	:	PUNCT
amwa-479	254	32	concerns	concern	NOUN
amwa-479	254	33	and	and	CCONJ
amwa-479	254	34	ethical	ethical	ADJ
amwa-479	254	35	considerations	consideration	NOUN
amwa-479	254	36	.	.	PUNCT
amwa-479	255	1	cureus	cureus	NOUN
amwa-479	255	2	.	.	PUNCT
amwa-479	256	1	2023;15(8):e43292	2023;15(8):e43292	NUM
amwa-479	256	2	.	.	NOUN
amwa-479	256	3	39	39	NUM
amwa-479	256	4	.	.	PUNCT
amwa-479	257	1	cheong	cheong	PROPN
amwa-479	257	2	bc	bc	PROPN
amwa-479	257	3	.	.	PUNCT
amwa-479	258	1	transparency	transparency	NOUN
amwa-479	258	2	and	and	CCONJ
amwa-479	258	3	accountability	accountability	NOUN
amwa-479	258	4	in	in	ADP
amwa-479	258	5	ai	ai	PROPN
amwa-479	258	6	systems	system	NOUN
amwa-479	258	7	:	:	PUNCT
amwa-479	258	8	safeguarding	safeguard	VERB
amwa-479	258	9	wellbeing	wellbee	VERB
amwa-479	258	10	in	in	ADP
amwa-479	258	11	the	the	DET
amwa-479	258	12	age	age	NOUN
amwa-479	258	13	of	of	ADP
amwa-479	258	14	algorithmic	algorithmic	ADJ
amwa-479	258	15	decisionmaking	decisionmaking	NOUN
amwa-479	258	16	.	.	PUNCT
amwa-479	259	1	front	front	ADJ
amwa-479	259	2	hum	hum	PROPN
amwa-479	259	3	dyn	dyn	PROPN
amwa-479	259	4	.	.	PUNCT
amwa-479	260	1	2024;6:1421273	2024;6:1421273	NUM
amwa-479	260	2	.	.	PUNCT
amwa-479	261	1	doi:10.3389/	doi:10.3389/	NUM
amwa-479	261	2	fhumd.2024.1421273	fhumd.2024.1421273	NUM
amwa-479	261	3	http://www.amwajournal.org	http://www.amwajournal.org	X
amwa-479	261	4	https://www.ama-assn.org/system/files/ama-aamc-equity-guide.pdf	https://www.ama-assn.org/system/files/ama-aamc-equity-guide.pdf	PROPN
amwa-479	261	5	https://www.ama-assn.org/system/files/ama-aamc-equity-guide.pdf	https://www.ama-assn.org/system/files/ama-aamc-equity-guide.pdf	PROPN
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amwa-479	261	7	https://www.icmje.org/recommendations/browse/roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html	https://www.icmje.org/recommendations/browse/roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html	ADJ
amwa-479	261	8	https://www.icmje.org/recommendations/browse/roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html	https://www.icmje.org/recommendations/browse/roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html	ADJ