id	sid	tid	token	lemma	pos
ecj-13829	1	1	hrev_master	hrev_master	NOUN
ecj-13829	2	1	[	[	X
ecj-13829	2	2	page	page	NOUN
ecj-13829	2	3	16	16	NUM
ecj-13829	2	4	]	]	PUNCT
ecj-13829	3	1	[	[	X
ecj-13829	3	2	emergency	emergency	NOUN
ecj-13829	3	3	care	care	NOUN
ecj-13829	3	4	journal	journal	NOUN
ecj-13829	3	5	2025	2025	NUM
ecj-13829	3	6	;	;	PUNCT
ecj-13829	3	7	21:13829	21:13829	NUM
ecj-13829	3	8	]	]	X
ecj-13829	3	9	emergency	emergency	NOUN
ecj-13829	3	10	care	care	NOUN
ecj-13829	3	11	journal	journal	PROPN
ecj-13829	3	12	2025	2025	NUM
ecj-13829	3	13	volume	volume	NOUN
ecj-13829	3	14	21:13829	21:13829	NUM
ecj-13829	3	15	abstract	abstract	ADJ
ecj-13829	3	16	chest	chest	NOUN
ecj-13829	3	17	pain	pain	NOUN
ecj-13829	3	18	is	be	AUX
ecj-13829	3	19	a	a	DET
ecj-13829	3	20	frequent	frequent	ADJ
ecj-13829	3	21	cause	cause	NOUN
ecj-13829	3	22	of	of	ADP
ecj-13829	3	23	emergency	emergency	NOUN
ecj-13829	3	24	department	department	NOUN
ecj-13829	3	25	(	(	PUNCT
ecj-13829	3	26	ed	ed	NOUN
ecj-13829	3	27	)	)	PUNCT
ecj-13829	3	28	visits	visit	NOUN
ecj-13829	3	29	,	,	PUNCT
ecj-13829	3	30	yet	yet	CCONJ
ecj-13829	3	31	accurately	accurately	ADV
ecj-13829	3	32	assessing	assess	VERB
ecj-13829	3	33	the	the	DET
ecj-13829	3	34	risk	risk	NOUN
ecj-13829	3	35	of	of	ADP
ecj-13829	3	36	major	major	ADJ
ecj-13829	3	37	adverse	adverse	ADJ
ecj-13829	3	38	cardiac	cardiac	ADJ
ecj-13829	3	39	events	event	NOUN
ecj-13829	3	40	(	(	PUNCT
ecj-13829	3	41	mace	mace	NOUN
ecj-13829	3	42	)	)	PUNCT
ecj-13829	3	43	remains	remain	VERB
ecj-13829	3	44	challenging	challenge	VERB
ecj-13829	3	45	.	.	PUNCT
ecj-13829	4	1	this	this	DET
ecj-13829	4	2	study	study	NOUN
ecj-13829	4	3	evaluated	evaluate	VERB
ecj-13829	4	4	the	the	DET
ecj-13829	4	5	potential	potential	NOUN
ecj-13829	4	6	of	of	ADP
ecj-13829	4	7	chatgpt	chatgpt	NOUN
ecj-13829	4	8	4.0	4.0	NUM
ecj-13829	4	9	as	as	ADP
ecj-13829	4	10	a	a	DET
ecj-13829	4	11	clinical	clinical	ADJ
ecj-13829	4	12	decision	decision	NOUN
ecj-13829	4	13	-	-	PUNCT
ecj-13829	4	14	support	support	NOUN
ecj-13829	4	15	tool	tool	NOUN
ecj-13829	4	16	for	for	ADP
ecj-13829	4	17	predicting	predict	VERB
ecj-13829	4	18	mace	mace	NOUN
ecj-13829	4	19	in	in	ADP
ecj-13829	4	20	patients	patient	NOUN
ecj-13829	4	21	with	with	ADP
ecj-13829	4	22	chest	chest	NOUN
ecj-13829	4	23	pain	pain	NOUN
ecj-13829	4	24	.	.	PUNCT
ecj-13829	5	1	we	we	PRON
ecj-13829	5	2	conducted	conduct	VERB
ecj-13829	5	3	a	a	DET
ecj-13829	5	4	prospective	prospective	ADJ
ecj-13829	5	5	observational	observational	ADJ
ecj-13829	5	6	study	study	NOUN
ecj-13829	5	7	at	at	ADP
ecj-13829	5	8	the	the	DET
ecj-13829	5	9	rovereto	rovereto	PROPN
ecj-13829	5	10	hospital	hospital	PROPN
ecj-13829	5	11	ed	ed	NOUN
ecj-13829	5	12	from	from	ADP
ecj-13829	5	13	march	march	PROPN
ecj-13829	5	14	to	to	ADP
ecj-13829	5	15	august	august	PROPN
ecj-13829	5	16	2024	2024	NUM
ecj-13829	5	17	,	,	PUNCT
ecj-13829	5	18	analyzing	analyze	VERB
ecj-13829	5	19	178	178	NUM
ecj-13829	5	20	patients	patient	NOUN
ecj-13829	5	21	.	.	PUNCT
ecj-13829	6	1	chatgpt	chatgpt	NOUN
ecj-13829	6	2	received	receive	VERB
ecj-13829	6	3	patient	patient	ADJ
ecj-13829	6	4	data	datum	NOUN
ecj-13829	6	5	in	in	ADP
ecj-13829	6	6	three	three	NUM
ecj-13829	6	7	sequential	sequential	ADJ
ecj-13829	6	8	phases	phase	NOUN
ecj-13829	6	9	:	:	PUNCT
ecj-13829	6	10	initial	initial	ADJ
ecj-13829	6	11	clinical	clinical	ADJ
ecj-13829	6	12	history	history	NOUN
ecj-13829	6	13	and	and	CCONJ
ecj-13829	6	14	ecg	ecg	PROPN
ecj-13829	6	15	,	,	PUNCT
ecj-13829	6	16	first	first	ADJ
ecj-13829	6	17	troponin	troponin	ADJ
ecj-13829	6	18	test	test	NOUN
ecj-13829	6	19	,	,	PUNCT
ecj-13829	6	20	and	and	CCONJ
ecj-13829	6	21	second	second	ADJ
ecj-13829	6	22	troponin	troponin	ADJ
ecj-13829	6	23	test	test	NOUN
ecj-13829	6	24	.	.	PUNCT
ecj-13829	7	1	its	its	PRON
ecj-13829	7	2	predictive	predictive	ADJ
ecj-13829	7	3	performance	performance	NOUN
ecj-13829	7	4	improved	improve	VERB
ecj-13829	7	5	with	with	ADP
ecj-13829	7	6	additional	additional	ADJ
ecj-13829	7	7	data	datum	NOUN
ecj-13829	7	8	,	,	PUNCT
ecj-13829	7	9	with	with	ADP
ecj-13829	7	10	the	the	DET
ecj-13829	7	11	area	area	NOUN
ecj-13829	7	12	under	under	ADP
ecj-13829	7	13	the	the	DET
ecj-13829	7	14	receiver	receiver	NOUN
ecj-13829	7	15	operating	operate	VERB
ecj-13829	7	16	characteristic	characteristic	ADJ
ecj-13829	7	17	curve	curve	NOUN
ecj-13829	7	18	(	(	PUNCT
ecj-13829	7	19	auroc	auroc	NOUN
ecj-13829	7	20	)	)	PUNCT
ecj-13829	7	21	increasing	increase	VERB
ecj-13829	7	22	from	from	ADP
ecj-13829	7	23	0.699	0.699	NUM
ecj-13829	7	24	in	in	ADP
ecj-13829	7	25	the	the	DET
ecj-13829	7	26	first	first	ADJ
ecj-13829	7	27	phase	phase	NOUN
ecj-13829	7	28	to	to	ADP
ecj-13829	7	29	0.776	0.776	NUM
ecj-13829	7	30	after	after	ADP
ecj-13829	7	31	the	the	DET
ecj-13829	7	32	second	second	ADJ
ecj-13829	7	33	troponin	troponin	ADJ
ecj-13829	7	34	test	test	NOUN
ecj-13829	7	35	(	(	PUNCT
ecj-13829	7	36	p=0.039	p=0.039	NOUN
ecj-13829	7	37	)	)	PUNCT
ecj-13829	7	38	.	.	PUNCT
ecj-13829	8	1	however	however	ADV
ecj-13829	8	2	,	,	PUNCT
ecj-13829	8	3	chatgpt	chatgpt	NOUN
ecj-13829	8	4	misclassified	misclassifie	VERB
ecj-13829	8	5	several	several	ADJ
ecj-13829	8	6	mace	mace	NOUN
ecj-13829	8	7	cases	case	NOUN
ecj-13829	8	8	as	as	ADP
ecj-13829	8	9	non	non	ADJ
ecj-13829	8	10	-	-	ADJ
ecj-13829	8	11	urgent	urgent	ADJ
ecj-13829	8	12	,	,	PUNCT
ecj-13829	8	13	raising	raise	VERB
ecj-13829	8	14	concerns	concern	NOUN
ecj-13829	8	15	about	about	ADP
ecj-13829	8	16	sensitivity	sensitivity	NOUN
ecj-13829	8	17	and	and	CCONJ
ecj-13829	8	18	risk	risk	NOUN
ecj-13829	8	19	stratification	stratification	NOUN
ecj-13829	8	20	.	.	PUNCT
ecj-13829	9	1	while	while	SCONJ
ecj-13829	9	2	chatgpt	chatgpt	NOUN
ecj-13829	9	3	demonstrated	demonstrate	VERB
ecj-13829	9	4	potential	potential	NOUN
ecj-13829	9	5	in	in	ADP
ecj-13829	9	6	identifying	identify	VERB
ecj-13829	9	7	mace	mace	NOUN
ecj-13829	9	8	cases	case	NOUN
ecj-13829	9	9	,	,	PUNCT
ecj-13829	9	10	its	its	PRON
ecj-13829	9	11	current	current	ADJ
ecj-13829	9	12	performance	performance	NOUN
ecj-13829	9	13	does	do	AUX
ecj-13829	9	14	not	not	PART
ecj-13829	9	15	support	support	VERB
ecj-13829	9	16	routine	routine	ADJ
ecj-13829	9	17	ed	ed	NOUN
ecj-13829	9	18	implementation	implementation	NOUN
ecj-13829	9	19	.	.	PUNCT
ecj-13829	10	1	further	further	ADJ
ecj-13829	10	2	refinements	refinement	NOUN
ecj-13829	10	3	in	in	ADP
ecj-13829	10	4	ai	ai	ADV
ecj-13829	10	5	-	-	PUNCT
ecj-13829	10	6	based	base	VERB
ecj-13829	10	7	models	model	NOUN
ecj-13829	10	8	are	be	AUX
ecj-13829	10	9	needed	need	VERB
ecj-13829	10	10	to	to	PART
ecj-13829	10	11	improve	improve	VERB
ecj-13829	10	12	real	real	ADJ
ecj-13829	10	13	-	-	PUNCT
ecj-13829	10	14	time	time	NOUN
ecj-13829	10	15	risk	risk	NOUN
ecj-13829	10	16	assessment	assessment	NOUN
ecj-13829	10	17	and	and	CCONJ
ecj-13829	10	18	ensure	ensure	VERB
ecj-13829	10	19	safer	safe	ADJ
ecj-13829	10	20	,	,	PUNCT
ecj-13829	10	21	more	more	ADV
ecj-13829	10	22	reliable	reliable	ADJ
ecj-13829	10	23	clinical	clinical	ADJ
ecj-13829	10	24	integration	integration	NOUN
ecj-13829	10	25	.	.	PUNCT
ecj-13829	11	1	introduction	introduction	NOUN
ecj-13829	11	2	chest	chest	NOUN
ecj-13829	11	3	pain	pain	NOUN
ecj-13829	11	4	is	be	AUX
ecj-13829	11	5	one	one	NUM
ecj-13829	11	6	of	of	ADP
ecj-13829	11	7	the	the	DET
ecj-13829	11	8	primary	primary	ADJ
ecj-13829	11	9	reasons	reason	NOUN
ecj-13829	11	10	for	for	ADP
ecj-13829	11	11	emergency	emergency	NOUN
ecj-13829	11	12	department	department	NOUN
ecj-13829	11	13	(	(	PUNCT
ecj-13829	11	14	ed	ed	NOUN
ecj-13829	11	15	)	)	PUNCT
ecj-13829	11	16	visits	visit	NOUN
ecj-13829	11	17	,	,	PUNCT
ecj-13829	11	18	accounting	account	VERB
ecj-13829	11	19	for	for	ADP
ecj-13829	11	20	over	over	ADP
ecj-13829	11	21	5	5	NUM
ecj-13829	11	22	%	%	NOUN
ecj-13829	11	23	of	of	ADP
ecj-13829	11	24	daily	daily	ADJ
ecj-13829	11	25	presentations	presentation	NOUN
ecj-13829	11	26	.	.	PUNCT
ecj-13829	12	1	although	although	SCONJ
ecj-13829	12	2	the	the	DET
ecj-13829	12	3	percentage	percentage	NOUN
ecj-13829	12	4	of	of	ADP
ecj-13829	12	5	patients	patient	NOUN
ecj-13829	12	6	who	who	PRON
ecj-13829	12	7	actually	actually	ADV
ecj-13829	12	8	experience	experience	VERB
ecj-13829	12	9	a	a	DET
ecj-13829	12	10	major	major	ADJ
ecj-13829	12	11	adverse	adverse	ADJ
ecj-13829	12	12	cardiovascular	cardiovascular	ADJ
ecj-13829	12	13	event	event	NOUN
ecj-13829	12	14	(	(	PUNCT
ecj-13829	12	15	mace	mace	NOUN
ecj-13829	12	16	)	)	PUNCT
ecj-13829	12	17	is	be	AUX
ecj-13829	12	18	less	less	ADJ
ecj-13829	12	19	than	than	ADP
ecj-13829	12	20	10	10	NUM
ecj-13829	12	21	%	%	NOUN
ecj-13829	12	22	,	,	PUNCT
ecj-13829	12	23	accurately	accurately	ADV
ecj-13829	12	24	and	and	CCONJ
ecj-13829	12	25	safely	safely	ADV
ecj-13829	12	26	ruling	rule	VERB
ecj-13829	12	27	out	out	ADP
ecj-13829	12	28	mace	mace	NOUN
ecj-13829	12	29	in	in	ADP
ecj-13829	12	30	patients	patient	NOUN
ecj-13829	12	31	presenting	present	VERB
ecj-13829	12	32	with	with	ADP
ecj-13829	12	33	chest	chest	NOUN
ecj-13829	12	34	pain	pain	NOUN
ecj-13829	12	35	remains	remain	VERB
ecj-13829	12	36	a	a	DET
ecj-13829	12	37	significant	significant	ADJ
ecj-13829	12	38	challenge.1	challenge.1	NOUN
ecj-13829	12	39	-	-	NOUN
ecj-13829	12	40	3	3	NUM
ecj-13829	12	41	following	follow	VERB
ecj-13829	12	42	a	a	DET
ecj-13829	12	43	comprehensive	comprehensive	ADJ
ecj-13829	12	44	clinical	clinical	ADJ
ecj-13829	12	45	,	,	PUNCT
ecj-13829	12	46	electrocardiographic	electrocardiographic	ADJ
ecj-13829	12	47	,	,	PUNCT
ecj-13829	12	48	and	and	CCONJ
ecj-13829	12	49	laboratory	laboratory	NOUN
ecj-13829	12	50	evaluation	evaluation	NOUN
ecj-13829	12	51	,	,	PUNCT
ecj-13829	12	52	a	a	DET
ecj-13829	12	53	substantial	substantial	ADJ
ecj-13829	12	54	proportion	proportion	NOUN
ecj-13829	12	55	of	of	ADP
ecj-13829	12	56	patients	patient	NOUN
ecj-13829	12	57	can	can	AUX
ecj-13829	12	58	already	already	ADV
ecj-13829	12	59	be	be	AUX
ecj-13829	12	60	stratified	stratify	VERB
ecj-13829	12	61	as	as	ADP
ecj-13829	12	62	low	low	ADJ
ecj-13829	12	63	or	or	CCONJ
ecj-13829	12	64	no	no	DET
ecj-13829	12	65	risk	risk	NOUN
ecj-13829	12	66	and	and	CCONJ
ecj-13829	12	67	safely	safely	ADV
ecj-13829	12	68	discharged.1	discharged.1	NOUN
ecj-13829	12	69	-	-	SYM
ecj-13829	12	70	3	3	NUM
ecj-13829	12	71	however	however	ADV
ecj-13829	12	72	,	,	PUNCT
ecj-13829	12	73	there	there	PRON
ecj-13829	12	74	remains	remain	VERB
ecj-13829	12	75	a	a	DET
ecj-13829	12	76	non	non	ADJ
ecj-13829	12	77	-	-	ADJ
ecj-13829	12	78	negligible	negligible	ADJ
ecj-13829	12	79	group	group	NOUN
ecj-13829	12	80	of	of	ADP
ecj-13829	12	81	patients	patient	NOUN
ecj-13829	12	82	for	for	ADP
ecj-13829	12	83	whom	whom	PRON
ecj-13829	12	84	risk	risk	NOUN
ecj-13829	12	85	management	management	NOUN
ecj-13829	12	86	remains	remain	VERB
ecj-13829	12	87	uncertain	uncertain	ADJ
ecj-13829	12	88	,	,	PUNCT
ecj-13829	12	89	as	as	SCONJ
ecj-13829	12	90	current	current	ADJ
ecj-13829	12	91	clinical	clinical	ADJ
ecj-13829	12	92	tools	tool	NOUN
ecj-13829	12	93	do	do	AUX
ecj-13829	12	94	not	not	PART
ecj-13829	12	95	always	always	ADV
ecj-13829	12	96	provide	provide	VERB
ecj-13829	12	97	definitive	definitive	ADJ
ecj-13829	12	98	information	information	NOUN
ecj-13829	12	99	regarding	regard	VERB
ecj-13829	12	100	the	the	DET
ecj-13829	12	101	risk	risk	NOUN
ecj-13829	12	102	of	of	ADP
ecj-13829	12	103	mace	mace	NOUN
ecj-13829	12	104	,	,	PUNCT
ecj-13829	12	105	particularly	particularly	ADV
ecj-13829	12	106	in	in	ADP
ecj-13829	12	107	cases	case	NOUN
ecj-13829	12	108	with	with	ADP
ecj-13829	12	109	atypical	atypical	ADJ
ecj-13829	12	110	or	or	CCONJ
ecj-13829	12	111	ambiguous	ambiguous	ADJ
ecj-13829	12	112	presentations.1	presentations.1	NOUN
ecj-13829	12	113	-	-	PUNCT
ecj-13829	12	114	3	3	NUM
ecj-13829	12	115	in	in	ADP
ecj-13829	12	116	recent	recent	ADJ
ecj-13829	12	117	years	year	NOUN
ecj-13829	12	118	,	,	PUNCT
ecj-13829	12	119	various	various	ADJ
ecj-13829	12	120	risk	risk	NOUN
ecj-13829	12	121	stratification	stratification	NOUN
ecj-13829	12	122	systems	system	NOUN
ecj-13829	12	123	,	,	PUNCT
ecj-13829	12	124	such	such	ADJ
ecj-13829	12	125	as	as	ADP
ecj-13829	12	126	the	the	DET
ecj-13829	12	127	heart	heart	NOUN
ecj-13829	12	128	score	score	NOUN
ecj-13829	12	129	and	and	CCONJ
ecj-13829	12	130	the	the	DET
ecj-13829	12	131	emergency	emergency	NOUN
ecj-13829	12	132	department	department	NOUN
ecj-13829	12	133	assessment	assessment	NOUN
ecj-13829	12	134	of	of	ADP
ecj-13829	12	135	chest	chest	NOUN
ecj-13829	12	136	pain	pain	NOUN
ecj-13829	12	137	score	score	NOUN
ecj-13829	12	138	(	(	PUNCT
ecj-13829	12	139	edacs	edac	NOUN
ecj-13829	12	140	)	)	PUNCT
ecj-13829	12	141	,	,	PUNCT
ecj-13829	12	142	have	have	AUX
ecj-13829	12	143	been	be	AUX
ecj-13829	12	144	introduced	introduce	VERB
ecj-13829	12	145	to	to	PART
ecj-13829	12	146	assist	assist	VERB
ecj-13829	12	147	clinicians	clinician	NOUN
ecj-13829	12	148	in	in	ADP
ecj-13829	12	149	identifying	identify	VERB
ecj-13829	12	150	low	low	ADJ
ecj-13829	12	151	-	-	PUNCT
ecj-13829	12	152	risk	risk	NOUN
ecj-13829	12	153	patients	patient	NOUN
ecj-13829	12	154	who	who	PRON
ecj-13829	12	155	can	can	AUX
ecj-13829	12	156	be	be	AUX
ecj-13829	12	157	safely	safely	ADV
ecj-13829	12	158	discharged	discharge	VERB
ecj-13829	12	159	from	from	ADP
ecj-13829	12	160	the	the	DET
ecj-13829	12	161	hospital.4,5	hospital.4,5	NOUN
ecj-13829	12	162	however	however	ADV
ecj-13829	12	163	,	,	PUNCT
ecj-13829	12	164	despite	despite	SCONJ
ecj-13829	12	165	the	the	DET
ecj-13829	12	166	advancements	advancement	NOUN
ecj-13829	12	167	offered	offer	VERB
ecj-13829	12	168	by	by	ADP
ecj-13829	12	169	these	these	DET
ecj-13829	12	170	tools	tool	NOUN
ecj-13829	12	171	,	,	PUNCT
ecj-13829	12	172	a	a	DET
ecj-13829	12	173	significant	significant	ADJ
ecj-13829	12	174	percentage	percentage	NOUN
ecj-13829	12	175	of	of	ADP
ecj-13829	12	176	patients	patient	NOUN
ecj-13829	12	177	are	be	AUX
ecj-13829	12	178	still	still	ADV
ecj-13829	12	179	admitted	admit	VERB
ecj-13829	12	180	at	at	ADP
ecj-13829	12	181	the	the	DET
ecj-13829	12	182	conclusion	conclusion	NOUN
ecj-13829	12	183	of	of	ADP
ecj-13829	12	184	the	the	DET
ecj-13829	12	185	diagnostic	diagnostic	ADJ
ecj-13829	12	186	process	process	NOUN
ecj-13829	12	187	due	due	ADP
ecj-13829	12	188	to	to	ADP
ecj-13829	12	189	the	the	DET
ecj-13829	12	190	inability	inability	NOUN
ecj-13829	12	191	to	to	PART
ecj-13829	12	192	fully	fully	ADV
ecj-13829	12	193	exclude	exclude	VERB
ecj-13829	12	194	a	a	DET
ecj-13829	12	195	potential	potential	ADJ
ecj-13829	12	196	mace.6,7	mace.6,7	NOUN
ecj-13829	12	197	this	this	DET
ecj-13829	12	198	uncertainty	uncertainty	NOUN
ecj-13829	12	199	can	can	AUX
ecj-13829	12	200	lead	lead	VERB
ecj-13829	12	201	to	to	ADP
ecj-13829	12	202	an	an	DET
ecj-13829	12	203	increase	increase	NOUN
ecj-13829	12	204	in	in	ADP
ecj-13829	12	205	hospital	hospital	NOUN
ecj-13829	12	206	admissions	admission	NOUN
ecj-13829	12	207	or	or	CCONJ
ecj-13829	12	208	the	the	DET
ecj-13829	12	209	performance	performance	NOUN
ecj-13829	12	210	of	of	ADP
ecj-13829	12	211	invasive	invasive	ADJ
ecj-13829	12	212	procedures	procedure	NOUN
ecj-13829	12	213	that	that	PRON
ecj-13829	12	214	ultimately	ultimately	ADV
ecj-13829	12	215	yield	yield	VERB
ecj-13829	12	216	negative	negative	ADJ
ecj-13829	12	217	results	result	NOUN
ecj-13829	12	218	.	.	PUNCT
ecj-13829	13	1	artificial	artificial	ADJ
ecj-13829	13	2	intelligence	intelligence	NOUN
ecj-13829	13	3	(	(	PUNCT
ecj-13829	13	4	ai	ai	PROPN
ecj-13829	13	5	)	)	PUNCT
ecj-13829	13	6	is	be	AUX
ecj-13829	13	7	making	make	VERB
ecj-13829	13	8	significant	significant	ADJ
ecj-13829	13	9	inroads	inroad	NOUN
ecj-13829	13	10	into	into	ADP
ecj-13829	13	11	various	various	ADJ
ecj-13829	13	12	areas	area	NOUN
ecj-13829	13	13	of	of	ADP
ecj-13829	13	14	medicine	medicine	NOUN
ecj-13829	13	15	.	.	PUNCT
ecj-13829	14	1	among	among	ADP
ecj-13829	14	2	the	the	DET
ecj-13829	14	3	many	many	ADJ
ecj-13829	14	4	proposed	propose	VERB
ecj-13829	14	5	applications	application	NOUN
ecj-13829	14	6	,	,	PUNCT
ecj-13829	14	7	ai	ai	AUX
ecj-13829	14	8	’s	’s	PART
ecj-13829	14	9	support	support	NOUN
ecj-13829	14	10	in	in	ADP
ecj-13829	14	11	complex	complex	ADJ
ecj-13829	14	12	decision	decision	NOUN
ecj-13829	14	13	-	-	PUNCT
ecj-13829	14	14	making	make	VERB
ecj-13829	14	15	processes	process	NOUN
ecj-13829	14	16	could	could	AUX
ecj-13829	14	17	help	help	AUX
ecj-13829	14	18	clarify	clarify	VERB
ecj-13829	14	19	patient	patient	ADJ
ecj-13829	14	20	risk	risk	NOUN
ecj-13829	14	21	levels	level	NOUN
ecj-13829	14	22	,	,	PUNCT
ecj-13829	14	23	particularly	particularly	ADV
ecj-13829	14	24	in	in	ADP
ecj-13829	14	25	cases	case	NOUN
ecj-13829	14	26	of	of	ADP
ecj-13829	14	27	chest	chest	NOUN
ecj-13829	14	28	pain.8	pain.8	PUNCT
ecj-13829	14	29	recently	recently	ADV
ecj-13829	14	30	,	,	PUNCT
ecj-13829	14	31	a	a	DET
ecj-13829	14	32	systematic	systematic	ADJ
ecj-13829	14	33	review	review	NOUN
ecj-13829	14	34	examined	examine	VERB
ecj-13829	14	35	the	the	DET
ecj-13829	14	36	effectiveness	effectiveness	NOUN
ecj-13829	14	37	of	of	ADP
ecj-13829	14	38	machine	machine	NOUN
ecj-13829	14	39	learning	learning	NOUN
ecj-13829	14	40	(	(	PUNCT
ecj-13829	14	41	ml	ml	NOUN
ecj-13829	14	42	)	)	PUNCT
ecj-13829	14	43	in	in	ADP
ecj-13829	14	44	the	the	DET
ecj-13829	14	45	assessment	assessment	NOUN
ecj-13829	14	46	of	of	ADP
ecj-13829	14	47	chest	chest	NOUN
ecj-13829	14	48	pain	pain	NOUN
ecj-13829	14	49	,	,	PUNCT
ecj-13829	14	50	demonstrating	demonstrate	VERB
ecj-13829	14	51	that	that	SCONJ
ecj-13829	14	52	it	it	PRON
ecj-13829	14	53	is	be	AUX
ecj-13829	14	54	an	an	DET
ecj-13829	14	55	excellent	excellent	ADJ
ecj-13829	14	56	strategy	strategy	NOUN
ecj-13829	14	57	for	for	ADP
ecj-13829	14	58	risk	risk	NOUN
ecj-13829	14	59	stratification	stratification	NOUN
ecj-13829	14	60	and	and	CCONJ
ecj-13829	14	61	for	for	ADP
ecj-13829	14	62	identifying	identify	VERB
ecj-13829	14	63	patients	patient	NOUN
ecj-13829	14	64	at	at	ADP
ecj-13829	14	65	risk	risk	NOUN
ecj-13829	14	66	of	of	ADP
ecj-13829	14	67	acute	acute	ADJ
ecj-13829	14	68	myocardial	myocardial	ADJ
ecj-13829	14	69	infarction	infarction	NOUN
ecj-13829	14	70	or	or	CCONJ
ecj-13829	14	71	correspondence	correspondence	NOUN
ecj-13829	14	72	:	:	PUNCT
ecj-13829	14	73	arian	arian	ADJ
ecj-13829	14	74	zaboli	zaboli	NOUN
ecj-13829	14	75	,	,	PUNCT
ecj-13829	14	76	innovation	innovation	NOUN
ecj-13829	14	77	,	,	PUNCT
ecj-13829	14	78	research	research	NOUN
ecj-13829	14	79	and	and	CCONJ
ecj-13829	14	80	teaching	teaching	NOUN
ecj-13829	14	81	service	service	NOUN
ecj-13829	14	82	,	,	PUNCT
ecj-13829	14	83	teaching	teach	VERB
ecj-13829	14	84	hospital	hospital	NOUN
ecj-13829	14	85	of	of	ADP
ecj-13829	14	86	the	the	DET
ecj-13829	14	87	paracelsus	paracelsus	PROPN
ecj-13829	14	88	medical	medical	PROPN
ecj-13829	14	89	private	private	PROPN
ecj-13829	14	90	university	university	NOUN
ecj-13829	14	91	,	,	PUNCT
ecj-13829	14	92	via	via	ADP
ecj-13829	14	93	a.	a.	NOUN
ecj-13829	14	94	volta	volta	PROPN
ecj-13829	14	95	13	13	NUM
ecj-13829	14	96	,	,	PUNCT
ecj-13829	14	97	bolzano	bolzano	PROPN
ecj-13829	14	98	,	,	PUNCT
ecj-13829	14	99	italy	italy	PROPN
ecj-13829	14	100	.	.	PUNCT
ecj-13829	15	1	e	e	X
ecj-13829	15	2	-	-	NOUN
ecj-13829	15	3	mail	mail	NOUN
ecj-13829	15	4	:	:	PUNCT
ecj-13829	16	1	zaboliarian@gmail.com	zaboliarian@gmail.com	X
ecj-13829	16	2	key	key	ADJ
ecj-13829	16	3	words	word	NOUN
ecj-13829	16	4	:	:	PUNCT
ecj-13829	16	5	chatgpt	chatgpt	NOUN
ecj-13829	16	6	,	,	PUNCT
ecj-13829	16	7	emergency	emergency	NOUN
ecj-13829	16	8	department	department	NOUN
ecj-13829	16	9	,	,	PUNCT
ecj-13829	16	10	chest	chest	NOUN
ecj-13829	16	11	pain	pain	NOUN
ecj-13829	16	12	,	,	PUNCT
ecj-13829	16	13	mace	mace	NOUN
ecj-13829	16	14	,	,	PUNCT
ecj-13829	16	15	artificial	artificial	ADJ
ecj-13829	16	16	intelligence	intelligence	NOUN
ecj-13829	16	17	,	,	PUNCT
ecj-13829	16	18	decision	decision	NOUN
ecj-13829	16	19	support	support	NOUN
ecj-13829	16	20	,	,	PUNCT
ecj-13829	16	21	risk	risk	NOUN
ecj-13829	16	22	assessment	assessment	NOUN
ecj-13829	16	23	.	.	PUNCT
ecj-13829	17	1	contributions	contribution	NOUN
ecj-13829	17	2	:	:	PUNCT
ecj-13829	17	3	fm	fm	PROPN
ecj-13829	17	4	,	,	PUNCT
ecj-13829	17	5	af	af	NOUN
ecj-13829	17	6	,	,	PUNCT
ecj-13829	17	7	conceptualization	conceptualization	NOUN
ecj-13829	17	8	,	,	PUNCT
ecj-13829	17	9	methodology	methodology	NOUN
ecj-13829	17	10	,	,	PUNCT
ecj-13829	17	11	investigation	investigation	NOUN
ecj-13829	17	12	,	,	PUNCT
ecj-13829	17	13	data	data	NOUN
ecj-13829	17	14	curation	curation	NOUN
ecj-13829	17	15	;	;	PUNCT
ecj-13829	17	16	az	az	PROPN
ecj-13829	17	17	,	,	PUNCT
ecj-13829	17	18	formal	formal	ADJ
ecj-13829	17	19	analysis	analysis	NOUN
ecj-13829	17	20	,	,	PUNCT
ecj-13829	17	21	writing	writing	NOUN
ecj-13829	17	22	-	-	PUNCT
ecj-13829	17	23	original	original	ADJ
ecj-13829	17	24	draft	draft	NOUN
ecj-13829	17	25	preparation	preparation	NOUN
ecj-13829	17	26	,	,	PUNCT
ecj-13829	17	27	writing	write	VERB
ecj-13829	17	28	review	review	NOUN
ecj-13829	17	29	&	&	CCONJ
ecj-13829	17	30	editing	editing	PROPN
ecj-13829	17	31	;	;	PUNCT
ecj-13829	17	32	nf	nf	X
ecj-13829	17	33	,	,	PUNCT
ecj-13829	17	34	ls	ls	PROPN
ecj-13829	17	35	,	,	PUNCT
ecj-13829	17	36	bz	bz	PROPN
ecj-13829	17	37	,	,	PUNCT
ecj-13829	17	38	gm	gm	PROPN
ecj-13829	17	39	,	,	PUNCT
ecj-13829	17	40	cb	cb	PROPN
ecj-13829	17	41	,	,	PUNCT
ecj-13829	17	42	pp	pp	PROPN
ecj-13829	17	43	,	,	PUNCT
ecj-13829	17	44	lg	lg	NOUN
ecj-13829	17	45	,	,	PUNCT
ecj-13829	17	46	investigation	investigation	NOUN
ecj-13829	17	47	;	;	PUNCT
ecj-13829	17	48	gt	gt	PROPN
ecj-13829	17	49	,	,	PUNCT
ecj-13829	17	50	conceptualization	conceptualization	NOUN
ecj-13829	17	51	,	,	PUNCT
ecj-13829	17	52	methodology	methodology	NOUN
ecj-13829	17	53	,	,	PUNCT
ecj-13829	17	54	writing	writing	NOUN
ecj-13829	17	55	-	-	PUNCT
ecj-13829	17	56	original	original	ADJ
ecj-13829	17	57	draft	draft	NOUN
ecj-13829	17	58	preparation	preparation	NOUN
ecj-13829	17	59	.	.	PUNCT
ecj-13829	18	1	ethics	ethic	NOUN
ecj-13829	18	2	approval	approval	NOUN
ecj-13829	18	3	and	and	CCONJ
ecj-13829	18	4	consent	consent	NOUN
ecj-13829	18	5	to	to	PART
ecj-13829	18	6	participate	participate	VERB
ecj-13829	18	7	:	:	PUNCT
ecj-13829	18	8	the	the	DET
ecj-13829	18	9	study	study	NOUN
ecj-13829	18	10	was	be	AUX
ecj-13829	18	11	approved	approve	VERB
ecj-13829	18	12	by	by	ADP
ecj-13829	18	13	the	the	DET
ecj-13829	18	14	local	local	ADJ
ecj-13829	18	15	ethics	ethic	NOUN
ecj-13829	18	16	committee	committee	PROPN
ecj-13829	18	17	(	(	PUNCT
ecj-13829	18	18	comitato	comitato	PROPN
ecj-13829	18	19	etico	etico	PROPN
ecj-13829	18	20	territoriale	territoriale	PROPN
ecj-13829	18	21	della	della	PROPN
ecj-13829	18	22	provincia	provincia	PROPN
ecj-13829	18	23	autonoma	autonoma	NOUN
ecj-13829	18	24	di	di	X
ecj-13829	18	25	trento	trento	PROPN
ecj-13829	18	26	per	per	X
ecj-13829	18	27	le	le	X
ecj-13829	18	28	sperimentazioni	sperimentazioni	ADV
ecj-13829	18	29	clinche	clinche	PROPN
ecj-13829	18	30	,	,	PUNCT
ecj-13829	18	31	trento	trento	PROPN
ecj-13829	18	32	,	,	PUNCT
ecj-13829	18	33	italia	italia	PROPN
ecj-13829	18	34	,	,	PUNCT
ecj-13829	18	35	approval	approval	NOUN
ecj-13829	18	36	number	number	NOUN
ecj-13829	18	37	02/2024	02/2024	NUM
ecj-13829	18	38	)	)	PUNCT
ecj-13829	18	39	and	and	CCONJ
ecj-13829	18	40	was	be	AUX
ecj-13829	18	41	conducted	conduct	VERB
ecj-13829	18	42	according	accord	VERB
ecj-13829	18	43	to	to	ADP
ecj-13829	18	44	the	the	DET
ecj-13829	18	45	declaration	declaration	NOUN
ecj-13829	18	46	of	of	ADP
ecj-13829	18	47	helsinki	helsinki	PROPN
ecj-13829	18	48	,	,	PUNCT
ecj-13829	18	49	adhering	adhere	VERB
ecj-13829	18	50	to	to	ADP
ecj-13829	18	51	the	the	DET
ecj-13829	18	52	ethical	ethical	ADJ
ecj-13829	18	53	principles	principle	NOUN
ecj-13829	18	54	for	for	ADP
ecj-13829	18	55	medical	medical	ADJ
ecj-13829	18	56	research	research	NOUN
ecj-13829	18	57	involving	involve	VERB
ecj-13829	18	58	human	human	ADJ
ecj-13829	18	59	subjects	subject	NOUN
ecj-13829	18	60	.	.	PUNCT
ecj-13829	19	1	all	all	DET
ecj-13829	19	2	participants	participant	NOUN
ecj-13829	19	3	provided	provide	VERB
ecj-13829	19	4	written	write	VERB
ecj-13829	19	5	consent	consent	NOUN
ecj-13829	19	6	to	to	PART
ecj-13829	19	7	participate	participate	VERB
ecj-13829	19	8	in	in	ADP
ecj-13829	19	9	the	the	DET
ecj-13829	19	10	study	study	NOUN
ecj-13829	19	11	.	.	PUNCT
ecj-13829	20	1	conflict	conflict	NOUN
ecj-13829	20	2	of	of	ADP
ecj-13829	20	3	interest	interest	NOUN
ecj-13829	20	4	:	:	PUNCT
ecj-13829	20	5	the	the	DET
ecj-13829	20	6	authors	author	NOUN
ecj-13829	20	7	have	have	VERB
ecj-13829	20	8	no	no	DET
ecj-13829	20	9	conflict	conflict	NOUN
ecj-13829	20	10	of	of	ADP
ecj-13829	20	11	interest	interest	NOUN
ecj-13829	20	12	to	to	PART
ecj-13829	20	13	declare	declare	VERB
ecj-13829	20	14	.	.	PUNCT
ecj-13829	21	1	availability	availability	NOUN
ecj-13829	21	2	of	of	ADP
ecj-13829	21	3	data	datum	NOUN
ecj-13829	21	4	and	and	CCONJ
ecj-13829	21	5	materials	material	NOUN
ecj-13829	21	6	:	:	PUNCT
ecj-13829	21	7	data	datum	NOUN
ecj-13829	21	8	generated	generate	VERB
ecj-13829	21	9	or	or	CCONJ
ecj-13829	21	10	analyzed	analyze	VERB
ecj-13829	21	11	during	during	ADP
ecj-13829	21	12	the	the	DET
ecj-13829	21	13	study	study	NOUN
ecj-13829	21	14	are	be	AUX
ecj-13829	21	15	included	include	VERB
ecj-13829	21	16	in	in	ADP
ecj-13829	21	17	this	this	DET
ecj-13829	21	18	published	publish	VERB
ecj-13829	21	19	article	article	NOUN
ecj-13829	21	20	.	.	PUNCT
ecj-13829	22	1	received	receive	VERB
ecj-13829	22	2	:	:	PUNCT
ecj-13829	22	3	17	17	NUM
ecj-13829	22	4	march	march	NOUN
ecj-13829	22	5	2025	2025	NUM
ecj-13829	22	6	.	.	PUNCT
ecj-13829	23	1	accepted	accept	VERB
ecj-13829	23	2	:	:	PUNCT
ecj-13829	23	3	29	29	NUM
ecj-13829	23	4	april	april	PROPN
ecj-13829	23	5	2025	2025	NUM
ecj-13829	23	6	.	.	PUNCT
ecj-13829	24	1	early	early	ADJ
ecj-13829	24	2	view	view	NOUN
ecj-13829	24	3	:	:	PUNCT
ecj-13829	24	4	6	6	NUM
ecj-13829	24	5	june	june	PROPN
ecj-13829	24	6	2025	2025	NUM
ecj-13829	24	7	.	.	PUNCT
ecj-13829	25	1	this	this	DET
ecj-13829	25	2	work	work	NOUN
ecj-13829	25	3	is	be	AUX
ecj-13829	25	4	licensed	license	VERB
ecj-13829	25	5	under	under	ADP
ecj-13829	25	6	a	a	DET
ecj-13829	25	7	creative	creative	ADJ
ecj-13829	25	8	commons	common	NOUN
ecj-13829	25	9	attribution	attribution	NOUN
ecj-13829	25	10	4.0	4.0	NUM
ecj-13829	25	11	license	license	NOUN
ecj-13829	25	12	(	(	PUNCT
ecj-13829	25	13	by	by	ADP
ecj-13829	25	14	-	-	PUNCT
ecj-13829	25	15	nc	nc	PROPN
ecj-13829	25	16	4.0	4.0	NUM
ecj-13829	25	17	)	)	PUNCT
ecj-13829	25	18	.	.	PUNCT
ecj-13829	26	1	©	©	PROPN
ecj-13829	26	2	copyright	copyright	NOUN
ecj-13829	26	3	:	:	PUNCT
ecj-13829	26	4	the	the	DET
ecj-13829	26	5	author(s	author(s	PROPN
ecj-13829	26	6	)	)	PUNCT
ecj-13829	26	7	,	,	PUNCT
ecj-13829	26	8	2025	2025	NUM
ecj-13829	26	9	licensee	licensee	NOUN
ecj-13829	26	10	pagepress	pagepress	NOUN
ecj-13829	26	11	,	,	PUNCT
ecj-13829	26	12	italy	italy	PROPN
ecj-13829	26	13	emergency	emergency	PROPN
ecj-13829	26	14	care	care	PROPN
ecj-13829	26	15	journal	journal	PROPN
ecj-13829	26	16	2025	2025	NUM
ecj-13829	26	17	;	;	PUNCT
ecj-13829	26	18	21:13829	21:13829	NUM
ecj-13829	26	19	doi:10.4081	doi:10.4081	ADJ
ecj-13829	26	20	/	/	SYM
ecj-13829	26	21	ecj.2025.13829	ecj.2025.13829	PROPN
ecj-13829	26	22	publisher	publisher	NOUN
ecj-13829	26	23	's	's	PART
ecj-13829	26	24	note	note	NOUN
ecj-13829	26	25	:	:	PUNCT
ecj-13829	26	26	all	all	DET
ecj-13829	26	27	claims	claim	NOUN
ecj-13829	26	28	expressed	express	VERB
ecj-13829	26	29	in	in	ADP
ecj-13829	26	30	this	this	DET
ecj-13829	26	31	article	article	NOUN
ecj-13829	26	32	are	be	AUX
ecj-13829	26	33	solely	solely	ADV
ecj-13829	26	34	those	those	PRON
ecj-13829	26	35	of	of	ADP
ecj-13829	26	36	the	the	DET
ecj-13829	26	37	authors	author	NOUN
ecj-13829	26	38	and	and	CCONJ
ecj-13829	26	39	do	do	AUX
ecj-13829	26	40	not	not	PART
ecj-13829	26	41	necessarily	necessarily	ADV
ecj-13829	26	42	represent	represent	VERB
ecj-13829	26	43	those	those	PRON
ecj-13829	26	44	of	of	ADP
ecj-13829	26	45	their	their	PRON
ecj-13829	26	46	affiliated	affiliated	ADJ
ecj-13829	26	47	organizations	organization	NOUN
ecj-13829	26	48	,	,	PUNCT
ecj-13829	26	49	or	or	CCONJ
ecj-13829	26	50	those	those	PRON
ecj-13829	26	51	of	of	ADP
ecj-13829	26	52	the	the	DET
ecj-13829	26	53	publisher	publisher	NOUN
ecj-13829	26	54	,	,	PUNCT
ecj-13829	26	55	the	the	DET
ecj-13829	26	56	editors	editor	NOUN
ecj-13829	26	57	and	and	CCONJ
ecj-13829	26	58	the	the	DET
ecj-13829	26	59	reviewers	reviewer	NOUN
ecj-13829	26	60	.	.	PUNCT
ecj-13829	27	1	any	any	DET
ecj-13829	27	2	product	product	NOUN
ecj-13829	27	3	that	that	PRON
ecj-13829	27	4	may	may	AUX
ecj-13829	27	5	be	be	AUX
ecj-13829	27	6	evaluated	evaluate	VERB
ecj-13829	27	7	in	in	ADP
ecj-13829	27	8	this	this	DET
ecj-13829	27	9	article	article	NOUN
ecj-13829	27	10	or	or	CCONJ
ecj-13829	27	11	claim	claim	NOUN
ecj-13829	27	12	that	that	PRON
ecj-13829	27	13	may	may	AUX
ecj-13829	27	14	be	be	AUX
ecj-13829	27	15	made	make	VERB
ecj-13829	27	16	by	by	ADP
ecj-13829	27	17	its	its	PRON
ecj-13829	27	18	manufacturer	manufacturer	NOUN
ecj-13829	27	19	is	be	AUX
ecj-13829	27	20	not	not	PART
ecj-13829	27	21	guaranteed	guarantee	VERB
ecj-13829	27	22	or	or	CCONJ
ecj-13829	27	23	endorsed	endorse	VERB
ecj-13829	27	24	by	by	ADP
ecj-13829	27	25	the	the	DET
ecj-13829	27	26	publisher	publisher	NOUN
ecj-13829	27	27	.	.	PUNCT
ecj-13829	28	1	evaluating	evaluate	VERB
ecj-13829	28	2	the	the	DET
ecj-13829	28	3	predictive	predictive	ADJ
ecj-13829	28	4	accuracy	accuracy	NOUN
ecj-13829	28	5	of	of	ADP
ecj-13829	28	6	chatgpt	chatgpt	NOUN
ecj-13829	28	7	in	in	ADP
ecj-13829	28	8	risk	risk	NOUN
ecj-13829	28	9	stratification	stratification	NOUN
ecj-13829	28	10	for	for	ADP
ecj-13829	28	11	chest	chest	NOUN
ecj-13829	28	12	pain	pain	NOUN
ecj-13829	28	13	in	in	ADP
ecj-13829	28	14	the	the	DET
ecj-13829	28	15	emergency	emergency	NOUN
ecj-13829	28	16	department	department	PROPN
ecj-13829	28	17	fabio	fabio	PROPN
ecj-13829	28	18	malalan,1	malalan,1	PROPN
ecj-13829	28	19	arian	arian	PROPN
ecj-13829	28	20	zaboli,2	zaboli,2	PROPN
ecj-13829	28	21	armando	armando	PROPN
ecj-13829	28	22	fiore,1	fiore,1	PROPN
ecj-13829	28	23	nicola	nicola	PROPN
ecj-13829	28	24	fanton,1	fanton,1	PROPN
ecj-13829	28	25	laura	laura	PROPN
ecj-13829	28	26	sponga,1	sponga,1	PROPN
ecj-13829	28	27	barbara	barbara	PROPN
ecj-13829	28	28	zaia,1	zaia,1	PROPN
ecj-13829	28	29	giovanni	giovanni	PROPN
ecj-13829	28	30	mantelli,1	mantelli,1	PROPN
ecj-13829	28	31	caterina	caterina	PROPN
ecj-13829	28	32	barberi,1	barberi,1	PROPN
ecj-13829	28	33	paola	paola	PROPN
ecj-13829	28	34	pisani,1	pisani,1	PROPN
ecj-13829	28	35	laura	laura	PROPN
ecj-13829	28	36	giorio,1	giorio,1	VERB
ecj-13829	28	37	gianni	gianni	PROPN
ecj-13829	28	38	turcato3	turcato3	PROPN
ecj-13829	29	1	1emergency	1emergency	NUM
ecj-13829	29	2	department	department	NOUN
ecj-13829	29	3	,	,	PUNCT
ecj-13829	29	4	s.	s.	PROPN
ecj-13829	29	5	maria	maria	PROPN
ecj-13829	29	6	del	del	PROPN
ecj-13829	29	7	carmine	carmine	PROPN
ecj-13829	29	8	hospital	hospital	PROPN
ecj-13829	29	9	,	,	PUNCT
ecj-13829	29	10	azienda	azienda	PROPN
ecj-13829	29	11	per	per	ADP
ecj-13829	29	12	i	i	PROPN
ecj-13829	29	13	servizi	servizi	PROPN
ecj-13829	29	14	sanitari	sanitari	PROPN
ecj-13829	29	15	di	di	PROPN
ecj-13829	29	16	trento	trento	PROPN
ecj-13829	29	17	,	,	PUNCT
ecj-13829	29	18	rovereto	rovereto	VERB
ecj-13829	29	19	;	;	PUNCT
ecj-13829	29	20	2innovation	2innovation	NUM
ecj-13829	29	21	,	,	PUNCT
ecj-13829	29	22	research	research	NOUN
ecj-13829	29	23	and	and	CCONJ
ecj-13829	29	24	teaching	teaching	NOUN
ecj-13829	29	25	service	service	NOUN
ecj-13829	29	26	,	,	PUNCT
ecj-13829	29	27	teaching	teach	VERB
ecj-13829	29	28	hospital	hospital	NOUN
ecj-13829	29	29	of	of	ADP
ecj-13829	29	30	the	the	DET
ecj-13829	29	31	paracelsus	paracelsus	PROPN
ecj-13829	29	32	medical	medical	PROPN
ecj-13829	29	33	private	private	PROPN
ecj-13829	29	34	university	university	PROPN
ecj-13829	29	35	,	,	PUNCT
ecj-13829	29	36	bolzano	bolzano	PROPN
ecj-13829	29	37	;	;	PUNCT
ecj-13829	29	38	3department	3department	NUM
ecj-13829	29	39	of	of	ADP
ecj-13829	29	40	internal	internal	ADJ
ecj-13829	29	41	medicine	medicine	NOUN
ecj-13829	29	42	,	,	PUNCT
ecj-13829	29	43	intermediate	intermediate	ADJ
ecj-13829	29	44	care	care	NOUN
ecj-13829	29	45	unit	unit	NOUN
ecj-13829	29	46	,	,	PUNCT
ecj-13829	29	47	hospital	hospital	NOUN
ecj-13829	29	48	alto	alto	PROPN
ecj-13829	29	49	vicentino	vicentino	PROPN
ecj-13829	29	50	,	,	PUNCT
ecj-13829	29	51	santorso	santorso	PROPN
ecj-13829	29	52	,	,	PUNCT
ecj-13829	29	53	italy	italy	PROPN
ecj-13829	29	54	mace.9	mace.9	NOUN
ecj-13829	29	55	by	by	ADP
ecj-13829	29	56	providing	provide	VERB
ecj-13829	29	57	advanced	advanced	ADJ
ecj-13829	29	58	decision	decision	NOUN
ecj-13829	29	59	support	support	NOUN
ecj-13829	29	60	,	,	PUNCT
ecj-13829	29	61	ai	ai	VERB
ecj-13829	29	62	could	could	AUX
ecj-13829	29	63	help	help	VERB
ecj-13829	29	64	to	to	PART
ecj-13829	29	65	more	more	ADV
ecj-13829	29	66	accurately	accurately	ADV
ecj-13829	29	67	identify	identify	VERB
ecj-13829	29	68	low	low	ADJ
ecj-13829	29	69	-	-	PUNCT
ecj-13829	29	70	risk	risk	NOUN
ecj-13829	29	71	patients	patient	NOUN
ecj-13829	29	72	,	,	PUNCT
ecj-13829	29	73	thereby	thereby	ADV
ecj-13829	29	74	improving	improve	VERB
ecj-13829	29	75	the	the	DET
ecj-13829	29	76	operational	operational	ADJ
ecj-13829	29	77	efficiency	efficiency	NOUN
ecj-13829	29	78	of	of	ADP
ecj-13829	29	79	ed	ed	NOUN
ecj-13829	29	80	and	and	CCONJ
ecj-13829	29	81	reducing	reduce	VERB
ecj-13829	29	82	costs	cost	NOUN
ecj-13829	29	83	associated	associate	VERB
ecj-13829	29	84	with	with	ADP
ecj-13829	29	85	unnecessary	unnecessary	ADJ
ecj-13829	29	86	hospital	hospital	NOUN
ecj-13829	29	87	admissions	admission	NOUN
ecj-13829	29	88	or	or	CCONJ
ecj-13829	29	89	negative	negative	ADJ
ecj-13829	29	90	invasive	invasive	ADJ
ecj-13829	29	91	procedures.9,10	procedures.9,10	NOUN
ecj-13829	29	92	nevertheless	nevertheless	ADV
ecj-13829	29	93	,	,	PUNCT
ecj-13829	29	94	despite	despite	SCONJ
ecj-13829	29	95	extensive	extensive	ADJ
ecj-13829	29	96	research	research	NOUN
ecj-13829	29	97	,	,	PUNCT
ecj-13829	29	98	ai	ai	VERB
ecj-13829	29	99	has	have	AUX
ecj-13829	29	100	not	not	PART
ecj-13829	29	101	yet	yet	ADV
ecj-13829	29	102	been	be	AUX
ecj-13829	29	103	standardized	standardize	VERB
ecj-13829	29	104	for	for	ADP
ecj-13829	29	105	use	use	NOUN
ecj-13829	29	106	in	in	ADP
ecj-13829	29	107	ed	ed	PROPN
ecj-13829	29	108	settings	setting	NOUN
ecj-13829	29	109	.	.	PUNCT
ecj-13829	30	1	this	this	PRON
ecj-13829	30	2	may	may	AUX
ecj-13829	30	3	be	be	AUX
ecj-13829	30	4	due	due	ADJ
ecj-13829	30	5	to	to	ADP
ecj-13829	30	6	challenges	challenge	NOUN
ecj-13829	30	7	in	in	ADP
ecj-13829	30	8	the	the	DET
ecj-13829	30	9	utilization	utilization	NOUN
ecj-13829	30	10	and	and	CCONJ
ecj-13829	30	11	implementation	implementation	NOUN
ecj-13829	30	12	of	of	ADP
ecj-13829	30	13	certain	certain	ADJ
ecj-13829	30	14	ai	ai	PROPN
ecj-13829	30	15	systems	system	NOUN
ecj-13829	30	16	,	,	PUNCT
ecj-13829	30	17	such	such	ADJ
ecj-13829	30	18	as	as	ADP
ecj-13829	30	19	machine	machine	NOUN
ecj-13829	30	20	learning	learning	NOUN
ecj-13829	30	21	.	.	PUNCT
ecj-13829	31	1	for	for	ADP
ecj-13829	31	2	this	this	DET
ecj-13829	31	3	reason	reason	NOUN
ecj-13829	31	4	,	,	PUNCT
ecj-13829	31	5	the	the	DET
ecj-13829	31	6	study	study	NOUN
ecj-13829	31	7	explored	explore	VERB
ecj-13829	31	8	the	the	DET
ecj-13829	31	9	capability	capability	NOUN
ecj-13829	31	10	of	of	ADP
ecj-13829	31	11	a	a	DET
ecj-13829	31	12	user	user	NOUN
ecj-13829	31	13	-	-	PUNCT
ecj-13829	31	14	friendly	friendly	ADJ
ecj-13829	31	15	large	large	ADJ
ecj-13829	31	16	language	language	NOUN
ecj-13829	31	17	model	model	NOUN
ecj-13829	31	18	(	(	PUNCT
ecj-13829	31	19	llm	llm	PROPN
ecj-13829	31	20	)	)	PUNCT
ecj-13829	31	21	,	,	PUNCT
ecj-13829	31	22	such	such	ADJ
ecj-13829	31	23	as	as	ADP
ecj-13829	31	24	chatgpt	chatgpt	NOUN
ecj-13829	31	25	,	,	PUNCT
ecj-13829	31	26	to	to	PART
ecj-13829	31	27	support	support	VERB
ecj-13829	31	28	clinical	clinical	ADJ
ecj-13829	31	29	decision	decision	NOUN
ecj-13829	31	30	-	-	PUNCT
ecj-13829	31	31	making	making	NOUN
ecj-13829	31	32	during	during	ADP
ecj-13829	31	33	the	the	DET
ecj-13829	31	34	complex	complex	ADJ
ecj-13829	31	35	assessment	assessment	NOUN
ecj-13829	31	36	of	of	ADP
ecj-13829	31	37	patients	patient	NOUN
ecj-13829	31	38	with	with	ADP
ecj-13829	31	39	chest	chest	NOUN
ecj-13829	31	40	pain	pain	NOUN
ecj-13829	31	41	in	in	ADP
ecj-13829	31	42	the	the	DET
ecj-13829	31	43	ed	ed	NOUN
ecj-13829	31	44	.	.	PUNCT
ecj-13829	32	1	materials	material	NOUN
ecj-13829	32	2	and	and	CCONJ
ecj-13829	32	3	methods	method	NOUN
ecj-13829	32	4	study	study	NOUN
ecj-13829	32	5	design	design	NOUN
ecj-13829	32	6	and	and	CCONJ
ecj-13829	32	7	setting	set	VERB
ecj-13829	32	8	this	this	PRON
ecj-13829	32	9	is	be	AUX
ecj-13829	32	10	a	a	DET
ecj-13829	32	11	prospective	prospective	ADJ
ecj-13829	32	12	observational	observational	ADJ
ecj-13829	32	13	study	study	NOUN
ecj-13829	32	14	conducted	conduct	VERB
ecj-13829	32	15	between	between	ADP
ecj-13829	32	16	march	march	PROPN
ecj-13829	32	17	1st	1st	NOUN
ecj-13829	32	18	,	,	PUNCT
ecj-13829	32	19	2024	2024	NUM
ecj-13829	32	20	,	,	PUNCT
ecj-13829	32	21	and	and	CCONJ
ecj-13829	32	22	august	august	PROPN
ecj-13829	32	23	31st	31st	NOUN
ecj-13829	32	24	,	,	PUNCT
ecj-13829	32	25	2024	2024	NUM
ecj-13829	32	26	,	,	PUNCT
ecj-13829	32	27	at	at	ADP
ecj-13829	32	28	the	the	DET
ecj-13829	32	29	ed	ed	NOUN
ecj-13829	32	30	of	of	ADP
ecj-13829	32	31	rovereto	rovereto	PROPN
ecj-13829	32	32	hospital	hospital	PROPN
ecj-13829	32	33	(	(	PUNCT
ecj-13829	32	34	italy	italy	PROPN
ecj-13829	32	35	)	)	PUNCT
ecj-13829	32	36	,	,	PUNCT
ecj-13829	32	37	involving	involve	VERB
ecj-13829	32	38	patients	patient	NOUN
ecj-13829	32	39	presenting	present	VERB
ecj-13829	32	40	with	with	ADP
ecj-13829	32	41	chest	chest	NOUN
ecj-13829	32	42	pain	pain	NOUN
ecj-13829	32	43	.	.	PUNCT
ecj-13829	33	1	all	all	DET
ecj-13829	33	2	patients	patient	NOUN
ecj-13829	33	3	visiting	visit	VERB
ecj-13829	33	4	the	the	DET
ecj-13829	33	5	ed	ed	NOUN
ecj-13829	33	6	undergo	undergo	NOUN
ecj-13829	33	7	triage	triage	NOUN
ecj-13829	33	8	procedures	procedure	NOUN
ecj-13829	33	9	.	.	PUNCT
ecj-13829	34	1	excluding	exclude	VERB
ecj-13829	34	2	those	those	DET
ecj-13829	34	3	patients	patient	NOUN
ecj-13829	34	4	who	who	PRON
ecj-13829	34	5	,	,	PUNCT
ecj-13829	34	6	according	accord	VERB
ecj-13829	34	7	to	to	ADP
ecj-13829	34	8	specific	specific	ADJ
ecj-13829	34	9	protocols	protocol	NOUN
ecj-13829	34	10	,	,	PUNCT
ecj-13829	34	11	are	be	AUX
ecj-13829	34	12	directly	directly	ADV
ecj-13829	34	13	referred	refer	VERB
ecj-13829	34	14	for	for	ADP
ecj-13829	34	15	specialized	specialized	ADJ
ecj-13829	34	16	evaluation	evaluation	NOUN
ecj-13829	34	17	via	via	ADP
ecj-13829	34	18	a	a	DET
ecj-13829	34	19	fast	fast	ADJ
ecj-13829	34	20	-	-	PUNCT
ecj-13829	34	21	track	track	NOUN
ecj-13829	34	22	process	process	NOUN
ecj-13829	34	23	,	,	PUNCT
ecj-13829	34	24	patients	patient	NOUN
ecj-13829	34	25	are	be	AUX
ecj-13829	34	26	assessed	assess	VERB
ecj-13829	34	27	by	by	ADP
ecj-13829	34	28	the	the	DET
ecj-13829	34	29	ed	ed	PROPN
ecj-13829	34	30	medical	medical	ADJ
ecj-13829	34	31	team	team	NOUN
ecj-13829	34	32	.	.	PUNCT
ecj-13829	35	1	there	there	PRON
ecj-13829	35	2	is	be	VERB
ecj-13829	35	3	no	no	DET
ecj-13829	35	4	specific	specific	ADJ
ecj-13829	35	5	management	management	NOUN
ecj-13829	35	6	protocol	protocol	NOUN
ecj-13829	35	7	in	in	ADP
ecj-13829	35	8	place	place	NOUN
ecj-13829	35	9	for	for	ADP
ecj-13829	35	10	chest	chest	NOUN
ecj-13829	35	11	pain	pain	NOUN
ecj-13829	35	12	;	;	PUNCT
ecj-13829	35	13	thus	thus	ADV
ecj-13829	35	14	,	,	PUNCT
ecj-13829	35	15	after	after	ADP
ecj-13829	35	16	triage	triage	NOUN
ecj-13829	35	17	assessments	assessment	NOUN
ecj-13829	35	18	,	,	PUNCT
ecj-13829	35	19	patients	patient	NOUN
ecj-13829	35	20	with	with	ADP
ecj-13829	35	21	this	this	DET
ecj-13829	35	22	symptom	symptom	NOUN
ecj-13829	35	23	are	be	AUX
ecj-13829	35	24	evaluated	evaluate	VERB
ecj-13829	35	25	in	in	ADP
ecj-13829	35	26	the	the	DET
ecj-13829	35	27	ed	ed	NOUN
ecj-13829	35	28	’s	’s	PART
ecj-13829	35	29	medical	medical	ADJ
ecj-13829	35	30	examination	examination	NOUN
ecj-13829	35	31	room	room	NOUN
ecj-13829	35	32	.	.	PUNCT
ecj-13829	36	1	participants	participant	NOUN
ecj-13829	36	2	all	all	DET
ecj-13829	36	3	patients	patient	NOUN
ecj-13829	36	4	presenting	present	VERB
ecj-13829	36	5	to	to	ADP
ecj-13829	36	6	the	the	DET
ecj-13829	36	7	ed	ed	NOUN
ecj-13829	36	8	with	with	ADP
ecj-13829	36	9	chest	chest	NOUN
ecj-13829	36	10	pain	pain	NOUN
ecj-13829	36	11	were	be	AUX
ecj-13829	36	12	considered	consider	VERB
ecj-13829	36	13	for	for	ADP
ecj-13829	36	14	inclusion	inclusion	NOUN
ecj-13829	36	15	in	in	ADP
ecj-13829	36	16	the	the	DET
ecj-13829	36	17	study	study	NOUN
ecj-13829	36	18	.	.	PUNCT
ecj-13829	37	1	patients	patient	NOUN
ecj-13829	37	2	who	who	PRON
ecj-13829	37	3	,	,	PUNCT
ecj-13829	37	4	in	in	ADP
ecj-13829	37	5	addition	addition	NOUN
ecj-13829	37	6	to	to	ADP
ecj-13829	37	7	chest	chest	NOUN
ecj-13829	37	8	pain	pain	NOUN
ecj-13829	37	9	,	,	PUNCT
ecj-13829	37	10	reported	report	VERB
ecj-13829	37	11	other	other	ADJ
ecj-13829	37	12	symptoms	symptom	NOUN
ecj-13829	37	13	indicative	indicative	ADJ
ecj-13829	37	14	of	of	ADP
ecj-13829	37	15	possible	possible	ADJ
ecj-13829	37	16	cardiorespiratory	cardiorespiratory	NOUN
ecj-13829	37	17	conditions	condition	NOUN
ecj-13829	37	18	,	,	PUNCT
ecj-13829	37	19	such	such	ADJ
ecj-13829	37	20	as	as	ADP
ecj-13829	37	21	dyspnea	dyspnea	NOUN
ecj-13829	37	22	,	,	PUNCT
ecj-13829	37	23	syncope	syncope	NOUN
ecj-13829	37	24	,	,	PUNCT
ecj-13829	37	25	palpitations	palpitation	NOUN
ecj-13829	37	26	,	,	PUNCT
ecj-13829	37	27	or	or	CCONJ
ecj-13829	37	28	abdominal	abdominal	ADJ
ecj-13829	37	29	pain	pain	NOUN
ecj-13829	37	30	(	(	PUNCT
ecj-13829	37	31	unless	unless	SCONJ
ecj-13829	37	32	considered	consider	VERB
ecj-13829	37	33	potential	potential	ADJ
ecj-13829	37	34	secondary	secondary	ADJ
ecj-13829	37	35	or	or	CCONJ
ecj-13829	37	36	associated	associated	ADJ
ecj-13829	37	37	symptoms	symptom	NOUN
ecj-13829	37	38	of	of	ADP
ecj-13829	37	39	chest	chest	NOUN
ecj-13829	37	40	pain	pain	NOUN
ecj-13829	37	41	)	)	PUNCT
ecj-13829	37	42	,	,	PUNCT
ecj-13829	37	43	were	be	AUX
ecj-13829	37	44	excluded	exclude	VERB
ecj-13829	37	45	.	.	PUNCT
ecj-13829	38	1	additional	additional	ADJ
ecj-13829	38	2	exclusion	exclusion	NOUN
ecj-13829	38	3	criteria	criterion	NOUN
ecj-13829	38	4	were	be	AUX
ecj-13829	38	5	as	as	SCONJ
ecj-13829	38	6	follows	follow	VERB
ecj-13829	38	7	:	:	PUNCT
ecj-13829	38	8	i	i	NOUN
ecj-13829	38	9	)	)	PUNCT
ecj-13829	38	10	age	age	NOUN
ecj-13829	38	11	under	under	ADP
ecj-13829	38	12	18	18	NUM
ecj-13829	38	13	years	year	NOUN
ecj-13829	38	14	;	;	PUNCT
ecj-13829	38	15	ii	ii	X
ecj-13829	38	16	)	)	PUNCT
ecj-13829	38	17	direct	direct	ADJ
ecj-13829	38	18	admission	admission	NOUN
ecj-13829	38	19	to	to	ADP
ecj-13829	38	20	the	the	DET
ecj-13829	38	21	shock	shock	NOUN
ecj-13829	38	22	room	room	NOUN
ecj-13829	38	23	due	due	ADP
ecj-13829	38	24	to	to	ADP
ecj-13829	38	25	emergency	emergency	NOUN
ecj-13829	38	26	services	service	NOUN
ecj-13829	38	27	alert	alert	NOUN
ecj-13829	38	28	(	(	PUNCT
ecj-13829	38	29	112	112	NUM
ecj-13829	38	30	)	)	PUNCT
ecj-13829	38	31	or	or	CCONJ
ecj-13829	38	32	immediately	immediately	ADV
ecj-13829	38	33	critical	critical	ADJ
ecj-13829	38	34	/	/	SYM
ecj-13829	38	35	unstable	unstable	ADJ
ecj-13829	38	36	clinical	clinical	ADJ
ecj-13829	38	37	conditions	condition	NOUN
ecj-13829	38	38	upon	upon	SCONJ
ecj-13829	38	39	ed	ed	NOUN
ecj-13829	38	40	arrival	arrival	NOUN
ecj-13829	38	41	,	,	PUNCT
ecj-13829	38	42	according	accord	VERB
ecj-13829	38	43	to	to	ADP
ecj-13829	38	44	triage	triage	NOUN
ecj-13829	38	45	protocols	protocol	NOUN
ecj-13829	38	46	;	;	PUNCT
ecj-13829	38	47	iii	iii	X
ecj-13829	38	48	)	)	PUNCT
ecj-13829	38	49	failure	failure	NOUN
ecj-13829	38	50	to	to	PART
ecj-13829	38	51	provide	provide	VERB
ecj-13829	38	52	informed	informed	ADJ
ecj-13829	38	53	consent	consent	NOUN
ecj-13829	38	54	,	,	PUNCT
ecj-13829	38	55	or	or	CCONJ
ecj-13829	38	56	inability	inability	NOUN
ecj-13829	38	57	to	to	PART
ecj-13829	38	58	do	do	AUX
ecj-13829	38	59	so	so	ADV
ecj-13829	38	60	independently	independently	ADV
ecj-13829	38	61	;	;	PUNCT
ecj-13829	38	62	iv	iv	X
ecj-13829	38	63	)	)	PUNCT
ecj-13829	38	64	known	know	VERB
ecj-13829	38	65	or	or	CCONJ
ecj-13829	38	66	suspected	suspect	VERB
ecj-13829	38	67	pregnancy	pregnancy	NOUN
ecj-13829	38	68	;	;	PUNCT
ecj-13829	38	69	v	v	X
ecj-13829	38	70	)	)	PUNCT
ecj-13829	38	71	life	life	NOUN
ecj-13829	38	72	expectancy	expectancy	NOUN
ecj-13829	38	73	of	of	ADP
ecj-13829	38	74	less	less	ADJ
ecj-13829	38	75	than	than	ADP
ecj-13829	38	76	six	six	NUM
ecj-13829	38	77	months	month	NOUN
ecj-13829	38	78	due	due	ADJ
ecj-13829	38	79	to	to	ADP
ecj-13829	38	80	chronic	chronic	ADJ
ecj-13829	38	81	or	or	CCONJ
ecj-13829	38	82	oncological	oncological	ADJ
ecj-13829	38	83	disease	disease	NOUN
ecj-13829	38	84	;	;	PUNCT
ecj-13829	38	85	vi	vi	X
ecj-13829	38	86	)	)	PUNCT
ecj-13829	38	87	patients	patient	NOUN
ecj-13829	38	88	who	who	PRON
ecj-13829	38	89	,	,	PUNCT
ecj-13829	38	90	at	at	ADP
ecj-13829	38	91	the	the	DET
ecj-13829	38	92	time	time	NOUN
ecj-13829	38	93	of	of	ADP
ecj-13829	38	94	ed	ed	NOUN
ecj-13829	38	95	evaluation	evaluation	NOUN
ecj-13829	38	96	,	,	PUNCT
ecj-13829	38	97	were	be	AUX
ecj-13829	38	98	deemed	deem	VERB
ecj-13829	38	99	unable	unable	ADJ
ecj-13829	38	100	to	to	PART
ecj-13829	38	101	undergo	undergo	VERB
ecj-13829	38	102	potential	potential	ADJ
ecj-13829	38	103	coronary	coronary	ADJ
ecj-13829	38	104	angiography	angiography	NOUN
ecj-13829	38	105	within	within	ADP
ecj-13829	38	106	the	the	DET
ecj-13829	38	107	next	next	ADJ
ecj-13829	38	108	three	three	NUM
ecj-13829	38	109	months	month	NOUN
ecj-13829	38	110	due	due	ADP
ecj-13829	38	111	to	to	ADP
ecj-13829	38	112	comorbidities	comorbiditie	NOUN
ecj-13829	38	113	or	or	CCONJ
ecj-13829	38	114	frailty	frailty	NOUN
ecj-13829	38	115	;	;	PUNCT
ecj-13829	38	116	vii	vii	PROPN
ecj-13829	38	117	)	)	PUNCT
ecj-13829	38	118	presence	presence	NOUN
ecj-13829	38	119	of	of	ADP
ecj-13829	38	120	st	st	NOUN
ecj-13829	38	121	-	-	PUNCT
ecj-13829	38	122	elevation	elevation	NOUN
ecj-13829	38	123	myocardial	myocardial	ADJ
ecj-13829	38	124	infarction	infarction	NOUN
ecj-13829	38	125	(	(	PUNCT
ecj-13829	38	126	stemi	stemi	PROPN
ecj-13829	38	127	)	)	PUNCT
ecj-13829	38	128	.	.	PUNCT
ecj-13829	39	1	patients	patient	NOUN
ecj-13829	39	2	with	with	ADP
ecj-13829	39	3	cardiovascular	cardiovascular	ADJ
ecj-13829	39	4	symptoms	symptom	NOUN
ecj-13829	39	5	or	or	CCONJ
ecj-13829	39	6	abdominal	abdominal	ADJ
ecj-13829	39	7	pain	pain	NOUN
ecj-13829	39	8	complaints	complaint	NOUN
ecj-13829	39	9	were	be	AUX
ecj-13829	39	10	excluded	exclude	VERB
ecj-13829	39	11	to	to	PART
ecj-13829	39	12	focus	focus	VERB
ecj-13829	39	13	the	the	DET
ecj-13829	39	14	study	study	NOUN
ecj-13829	39	15	on	on	ADP
ecj-13829	39	16	cases	case	NOUN
ecj-13829	39	17	of	of	ADP
ecj-13829	39	18	pure	pure	ADJ
ecj-13829	39	19	chest	chest	NOUN
ecj-13829	39	20	pain	pain	NOUN
ecj-13829	39	21	presentation	presentation	NOUN
ecj-13829	39	22	,	,	PUNCT
ecj-13829	39	23	reducing	reduce	VERB
ecj-13829	39	24	heterogeneity	heterogeneity	NOUN
ecj-13829	39	25	and	and	CCONJ
ecj-13829	39	26	ensuring	ensure	VERB
ecj-13829	39	27	a	a	DET
ecj-13829	39	28	more	more	ADV
ecj-13829	39	29	focused	focused	ADJ
ecj-13829	39	30	evaluation	evaluation	NOUN
ecj-13829	39	31	of	of	ADP
ecj-13829	39	32	chatgpt	chatgpt	NOUN
ecj-13829	39	33	’s	’s	PART
ecj-13829	39	34	predictive	predictive	ADJ
ecj-13829	39	35	capabilities	capability	NOUN
ecj-13829	39	36	.	.	PUNCT
ecj-13829	40	1	each	each	DET
ecj-13829	40	2	patient	patient	NOUN
ecj-13829	40	3	was	be	AUX
ecj-13829	40	4	required	require	VERB
ecj-13829	40	5	to	to	PART
ecj-13829	40	6	provide	provide	VERB
ecj-13829	40	7	informed	informed	ADJ
ecj-13829	40	8	consent	consent	NOUN
ecj-13829	40	9	to	to	PART
ecj-13829	40	10	participate	participate	VERB
ecj-13829	40	11	in	in	ADP
ecj-13829	40	12	the	the	DET
ecj-13829	40	13	study	study	NOUN
ecj-13829	40	14	.	.	PUNCT
ecj-13829	41	1	study	study	NOUN
ecj-13829	41	2	protocol	protocol	PROPN
ecj-13829	41	3	and	and	CCONJ
ecj-13829	41	4	data	datum	NOUN
ecj-13829	41	5	collection	collection	NOUN
ecj-13829	41	6	the	the	DET
ecj-13829	41	7	study	study	NOUN
ecj-13829	41	8	was	be	AUX
ecj-13829	41	9	conducted	conduct	VERB
ecj-13829	41	10	during	during	ADP
ecj-13829	41	11	daytime	daytime	ADJ
ecj-13829	41	12	shifts	shift	NOUN
ecj-13829	41	13	on	on	ADP
ecj-13829	41	14	weekdays	weekday	NOUN
ecj-13829	41	15	.	.	PUNCT
ecj-13829	42	1	two	two	NUM
ecj-13829	42	2	dedicated	dedicated	ADJ
ecj-13829	42	3	nurses	nurse	NOUN
ecj-13829	42	4	assisted	assist	VERB
ecj-13829	42	5	ed	ed	NOUN
ecj-13829	42	6	physicians	physician	NOUN
ecj-13829	42	7	with	with	ADP
ecj-13829	42	8	data	datum	NOUN
ecj-13829	42	9	collection	collection	NOUN
ecj-13829	42	10	and	and	CCONJ
ecj-13829	42	11	interaction	interaction	NOUN
ecj-13829	42	12	with	with	ADP
ecj-13829	42	13	chatgpt	chatgpt	NOUN
ecj-13829	42	14	.	.	PUNCT
ecj-13829	43	1	the	the	DET
ecj-13829	43	2	nurses	nurse	NOUN
ecj-13829	43	3	were	be	AUX
ecj-13829	43	4	provided	provide	VERB
ecj-13829	43	5	with	with	ADP
ecj-13829	43	6	a	a	DET
ecj-13829	43	7	hospital	hospital	NOUN
ecj-13829	43	8	computer	computer	NOUN
ecj-13829	43	9	equipped	equip	VERB
ecj-13829	43	10	with	with	ADP
ecj-13829	43	11	4.0	4.0	NUM
ecj-13829	43	12	and	and	CCONJ
ecj-13829	43	13	a	a	DET
ecj-13829	43	14	standardized	standardized	ADJ
ecj-13829	43	15	data	data	NOUN
ecj-13829	43	16	collection	collection	NOUN
ecj-13829	43	17	form	form	NOUN
ecj-13829	43	18	.	.	PUNCT
ecj-13829	44	1	this	this	DET
ecj-13829	44	2	form	form	NOUN
ecj-13829	44	3	specified	specify	VERB
ecj-13829	44	4	the	the	DET
ecj-13829	44	5	required	required	ADJ
ecj-13829	44	6	information	information	NOUN
ecj-13829	44	7	and	and	CCONJ
ecj-13829	44	8	outlined	outline	VERB
ecj-13829	44	9	the	the	DET
ecj-13829	44	10	procedural	procedural	ADJ
ecj-13829	44	11	steps	step	NOUN
ecj-13829	44	12	to	to	PART
ecj-13829	44	13	follow	follow	VERB
ecj-13829	44	14	.	.	PUNCT
ecj-13829	45	1	when	when	SCONJ
ecj-13829	45	2	a	a	DET
ecj-13829	45	3	patient	patient	NOUN
ecj-13829	45	4	with	with	ADP
ecj-13829	45	5	chest	chest	NOUN
ecj-13829	45	6	pain	pain	NOUN
ecj-13829	45	7	arrived	arrive	VERB
ecj-13829	45	8	in	in	ADP
ecj-13829	45	9	the	the	DET
ecj-13829	45	10	ed	ed	NOUN
ecj-13829	45	11	,	,	PUNCT
ecj-13829	45	12	they	they	PRON
ecj-13829	45	13	were	be	AUX
ecj-13829	45	14	flagged	flag	VERB
ecj-13829	45	15	by	by	ADP
ecj-13829	45	16	triage	triage	NOUN
ecj-13829	45	17	nurses	nurse	NOUN
ecj-13829	45	18	for	for	ADP
ecj-13829	45	19	enrollment	enrollment	NOUN
ecj-13829	45	20	in	in	ADP
ecj-13829	45	21	the	the	DET
ecj-13829	45	22	study	study	NOUN
ecj-13829	45	23	.	.	PUNCT
ecj-13829	46	1	the	the	DET
ecj-13829	46	2	study	study	NOUN
ecj-13829	46	3	was	be	AUX
ecj-13829	46	4	structured	structure	VERB
ecj-13829	46	5	into	into	ADP
ecj-13829	46	6	three	three	NUM
ecj-13829	46	7	phases	phase	NOUN
ecj-13829	46	8	.	.	PUNCT
ecj-13829	47	1	initial	initial	ADJ
ecj-13829	47	2	evaluation	evaluation	NOUN
ecj-13829	47	3	during	during	ADP
ecj-13829	47	4	the	the	DET
ecj-13829	47	5	initial	initial	ADJ
ecj-13829	47	6	medical	medical	ADJ
ecj-13829	47	7	assessment	assessment	NOUN
ecj-13829	47	8	,	,	PUNCT
ecj-13829	47	9	the	the	DET
ecj-13829	47	10	physician	physician	NOUN
ecj-13829	47	11	completed	complete	VERB
ecj-13829	47	12	a	a	DET
ecj-13829	47	13	form	form	NOUN
ecj-13829	47	14	that	that	PRON
ecj-13829	47	15	included	include	VERB
ecj-13829	47	16	the	the	DET
ecj-13829	47	17	following	follow	VERB
ecj-13829	47	18	information	information	NOUN
ecj-13829	47	19	:	:	PUNCT
ecj-13829	47	20	i	i	NOUN
ecj-13829	47	21	)	)	PUNCT
ecj-13829	47	22	onset	onset	NOUN
ecj-13829	47	23	of	of	ADP
ecj-13829	47	24	pain	pain	NOUN
ecj-13829	47	25	:	:	PUNCT
ecj-13829	47	26	time	time	NOUN
ecj-13829	47	27	elapsed	elapse	VERB
ecj-13829	47	28	,	,	PUNCT
ecj-13829	47	29	in	in	ADP
ecj-13829	47	30	hours	hour	NOUN
ecj-13829	47	31	,	,	PUNCT
ecj-13829	47	32	from	from	ADP
ecj-13829	47	33	the	the	DET
ecj-13829	47	34	onset	onset	NOUN
ecj-13829	47	35	of	of	ADP
ecj-13829	47	36	chest	chest	NOUN
ecj-13829	47	37	pain	pain	NOUN
ecj-13829	47	38	symptoms	symptom	NOUN
ecj-13829	47	39	to	to	ADP
ecj-13829	47	40	arrival	arrival	NOUN
ecj-13829	47	41	at	at	ADP
ecj-13829	47	42	the	the	DET
ecj-13829	47	43	ed	ed	NOUN
ecj-13829	47	44	;	;	PUNCT
ecj-13829	47	45	ii	ii	X
ecj-13829	47	46	)	)	PUNCT
ecj-13829	47	47	presence	presence	NOUN
ecj-13829	47	48	of	of	ADP
ecj-13829	47	49	chest	chest	NOUN
ecj-13829	47	50	pain	pain	NOUN
ecj-13829	47	51	in	in	ADP
ecj-13829	47	52	the	the	DET
ecj-13829	47	53	ed	ed	NOUN
ecj-13829	47	54	:	:	PUNCT
ecj-13829	47	55	whether	whether	SCONJ
ecj-13829	47	56	chest	chest	NOUN
ecj-13829	47	57	pain	pain	NOUN
ecj-13829	47	58	was	be	AUX
ecj-13829	47	59	currently	currently	ADV
ecj-13829	47	60	experienced	experience	VERB
ecj-13829	47	61	by	by	ADP
ecj-13829	47	62	the	the	DET
ecj-13829	47	63	patient	patient	NOUN
ecj-13829	47	64	in	in	ADP
ecj-13829	47	65	the	the	DET
ecj-13829	47	66	ed	ed	NOUN
ecj-13829	47	67	;	;	PUNCT
ecj-13829	47	68	iii	iii	X
ecj-13829	47	69	)	)	PUNCT
ecj-13829	47	70	duration	duration	NOUN
ecj-13829	47	71	of	of	ADP
ecj-13829	47	72	pain	pain	NOUN
ecj-13829	47	73	:	:	PUNCT
ecj-13829	47	74	duration	duration	NOUN
ecj-13829	47	75	of	of	ADP
ecj-13829	47	76	the	the	DET
ecj-13829	47	77	pain	pain	NOUN
ecj-13829	47	78	either	either	CCONJ
ecj-13829	47	79	currently	currently	ADV
ecj-13829	47	80	felt	feel	VERB
ecj-13829	47	81	by	by	ADP
ecj-13829	47	82	the	the	DET
ecj-13829	47	83	patient	patient	NOUN
ecj-13829	47	84	in	in	ADP
ecj-13829	47	85	the	the	DET
ecj-13829	47	86	ed	ed	NOUN
ecj-13829	47	87	;	;	PUNCT
ecj-13829	47	88	iv	iv	X
ecj-13829	47	89	)	)	PUNCT
ecj-13829	47	90	pain	pain	NOUN
ecj-13829	47	91	quality	quality	NOUN
ecj-13829	47	92	:	:	PUNCT
ecj-13829	47	93	nature	nature	NOUN
ecj-13829	47	94	of	of	ADP
ecj-13829	47	95	the	the	DET
ecj-13829	47	96	pain	pain	NOUN
ecj-13829	47	97	,	,	PUNCT
ecj-13829	47	98	categorized	categorize	VERB
ecj-13829	47	99	as	as	ADP
ecj-13829	47	100	oppressive	oppressive	ADJ
ecj-13829	47	101	/	/	SYM
ecj-13829	47	102	compressive	compressive	ADJ
ecj-13829	47	103	,	,	PUNCT
ecj-13829	47	104	heavy	heavy	ADJ
ecj-13829	47	105	/	/	SYM
ecj-13829	47	106	tight	tight	ADJ
ecj-13829	47	107	,	,	PUNCT
ecj-13829	47	108	or	or	CCONJ
ecj-13829	47	109	penetrating	penetrate	VERB
ecj-13829	47	110	/	/	SYM
ecj-13829	47	111	stabbing/	stabbing/	VERB
ecj-13829	47	112	pleuritic	pleuritic	NOUN
ecj-13829	47	113	;	;	PUNCT
ecj-13829	47	114	v	v	X
ecj-13829	47	115	)	)	PUNCT
ecj-13829	47	116	primary	primary	ADJ
ecj-13829	47	117	pain	pain	NOUN
ecj-13829	47	118	location	location	NOUN
ecj-13829	47	119	:	:	PUNCT
ecj-13829	47	120	initial	initial	ADJ
ecj-13829	47	121	site	site	NOUN
ecj-13829	47	122	of	of	ADP
ecj-13829	47	123	the	the	DET
ecj-13829	47	124	pain	pain	NOUN
ecj-13829	47	125	,	,	PUNCT
ecj-13829	47	126	specified	specify	VERB
ecj-13829	47	127	as	as	ADP
ecj-13829	47	128	retrosternal	retrosternal	NOUN
ecj-13829	47	129	,	,	PUNCT
ecj-13829	47	130	precordial	precordial	ADJ
ecj-13829	47	131	,	,	PUNCT
ecj-13829	47	132	hemithorax/	hemithorax/	NOUN
ecj-13829	47	133	neck	neck	NOUN
ecj-13829	47	134	/	/	SYM
ecj-13829	47	135	jugular	jugular	NOUN
ecj-13829	47	136	/	/	SYM
ecj-13829	47	137	mandible	mandible	NOUN
ecj-13829	47	138	,	,	PUNCT
ecj-13829	47	139	or	or	CCONJ
ecj-13829	47	140	apical	apical	ADJ
ecj-13829	47	141	;	;	PUNCT
ecj-13829	47	142	vi	vi	X
ecj-13829	47	143	)	)	PUNCT
ecj-13829	47	144	pain	pain	NOUN
ecj-13829	47	145	radiation	radiation	NOUN
ecj-13829	47	146	:	:	PUNCT
ecj-13829	47	147	presence	presence	NOUN
ecj-13829	47	148	and	and	CCONJ
ecj-13829	47	149	location	location	NOUN
ecj-13829	47	150	of	of	ADP
ecj-13829	47	151	any	any	DET
ecj-13829	47	152	pain	pain	NOUN
ecj-13829	47	153	radiation	radiation	NOUN
ecj-13829	47	154	,	,	PUNCT
ecj-13829	47	155	specified	specify	VERB
ecj-13829	47	156	as	as	ADP
ecj-13829	47	157	bilateral	bilateral	ADJ
ecj-13829	47	158	arms	arm	NOUN
ecj-13829	47	159	,	,	PUNCT
ecj-13829	47	160	left	leave	VERB
ecj-13829	47	161	arm	arm	NOUN
ecj-13829	47	162	or	or	CCONJ
ecj-13829	47	163	shoulder	shoulder	NOUN
ecj-13829	47	164	,	,	PUNCT
ecj-13829	47	165	dorsal	dorsal	NOUN
ecj-13829	47	166	,	,	PUNCT
ecj-13829	47	167	neck	neck	NOUN
ecj-13829	47	168	,	,	PUNCT
ecj-13829	47	169	or	or	CCONJ
ecj-13829	47	170	jaw	jaw	NOUN
ecj-13829	47	171	;	;	PUNCT
ecj-13829	47	172	vii	vii	PROPN
ecj-13829	47	173	)	)	PUNCT
ecj-13829	47	174	associated	associated	ADJ
ecj-13829	47	175	symptoms	symptom	NOUN
ecj-13829	47	176	:	:	PUNCT
ecj-13829	47	177	any	any	DET
ecj-13829	47	178	additional	additional	ADJ
ecj-13829	47	179	symptoms	symptom	NOUN
ecj-13829	47	180	present	present	ADJ
ecj-13829	47	181	,	,	PUNCT
ecj-13829	47	182	including	include	VERB
ecj-13829	47	183	dyspnea	dyspnea	NOUN
ecj-13829	47	184	,	,	PUNCT
ecj-13829	47	185	palpitations	palpitation	NOUN
ecj-13829	47	186	,	,	PUNCT
ecj-13829	47	187	nausea	nausea	NOUN
ecj-13829	47	188	,	,	PUNCT
ecj-13829	47	189	vomiting	vomiting	NOUN
ecj-13829	47	190	,	,	PUNCT
ecj-13829	47	191	or	or	CCONJ
ecj-13829	47	192	sweating	sweating	NOUN
ecj-13829	47	193	;	;	PUNCT
ecj-13829	47	194	viii	viii	ADJ
ecj-13829	47	195	)	)	PUNCT
ecj-13829	47	196	comorbidities	comorbiditie	NOUN
ecj-13829	47	197	:	:	PUNCT
ecj-13829	47	198	patient	patient	NOUN
ecj-13829	47	199	’s	’s	PART
ecj-13829	47	200	comorbid	comorbid	NOUN
ecj-13829	47	201	conditions	condition	NOUN
ecj-13829	47	202	,	,	PUNCT
ecj-13829	47	203	with	with	ADP
ecj-13829	47	204	a	a	DET
ecj-13829	47	205	focus	focus	NOUN
ecj-13829	47	206	on	on	ADP
ecj-13829	47	207	cardiovascular	cardiovascular	ADJ
ecj-13829	47	208	risk	risk	NOUN
ecj-13829	47	209	factors	factor	NOUN
ecj-13829	47	210	as	as	SCONJ
ecj-13829	47	211	outlined	outline	VERB
ecj-13829	47	212	by	by	ADP
ecj-13829	47	213	major	major	ADJ
ecj-13829	47	214	international	international	ADJ
ecj-13829	47	215	guidelines	guideline	NOUN
ecj-13829	47	216	;	;	PUNCT
ecj-13829	47	217	ix	ix	X
ecj-13829	47	218	)	)	PUNCT
ecj-13829	47	219	vital	vital	ADJ
ecj-13829	47	220	signs	sign	NOUN
ecj-13829	47	221	:	:	PUNCT
ecj-13829	47	222	key	key	ADJ
ecj-13829	47	223	vital	vital	ADJ
ecj-13829	47	224	signs	sign	NOUN
ecj-13829	47	225	recorded	record	VERB
ecj-13829	47	226	at	at	ADP
ecj-13829	47	227	the	the	DET
ecj-13829	47	228	time	time	NOUN
ecj-13829	47	229	of	of	ADP
ecj-13829	47	230	evaluation	evaluation	NOUN
ecj-13829	47	231	;	;	PUNCT
ecj-13829	47	232	x	x	X
ecj-13829	47	233	)	)	PUNCT
ecj-13829	47	234	ecg	ecg	PROPN
ecj-13829	47	235	interpretation	interpretation	NOUN
ecj-13829	47	236	:	:	PUNCT
ecj-13829	47	237	textual	textual	ADJ
ecj-13829	47	238	description	description	NOUN
ecj-13829	47	239	and	and	CCONJ
ecj-13829	47	240	binary	binary	ADJ
ecj-13829	47	241	assessment	assessment	NOUN
ecj-13829	47	242	indicating	indicate	VERB
ecj-13829	47	243	the	the	DET
ecj-13829	47	244	presence	presence	NOUN
ecj-13829	47	245	of	of	ADP
ecj-13829	47	246	st	st	PROPN
ecj-13829	47	247	abnormalities	abnormality	NOUN
ecj-13829	47	248	or	or	CCONJ
ecj-13829	47	249	t	t	NOUN
ecj-13829	47	250	-	-	PUNCT
ecj-13829	47	251	wave	wave	NOUN
ecj-13829	47	252	changes	change	NOUN
ecj-13829	47	253	.	.	PUNCT
ecj-13829	48	1	this	this	DET
ecj-13829	48	2	data	datum	NOUN
ecj-13829	48	3	was	be	AUX
ecj-13829	48	4	then	then	ADV
ecj-13829	48	5	input	input	ADJ
ecj-13829	48	6	into	into	ADP
ecj-13829	48	7	chatgpt	chatgpt	NOUN
ecj-13829	48	8	4.0	4.0	NUM
ecj-13829	48	9	,	,	PUNCT
ecj-13829	48	10	along	along	ADP
ecj-13829	48	11	with	with	ADP
ecj-13829	48	12	the	the	DET
ecj-13829	48	13	patient	patient	NOUN
ecj-13829	48	14	’s	’s	PART
ecj-13829	48	15	sex	sex	NOUN
ecj-13829	48	16	and	and	CCONJ
ecj-13829	48	17	age	age	NOUN
ecj-13829	48	18	,	,	PUNCT
ecj-13829	48	19	maintaining	maintain	VERB
ecj-13829	48	20	anonymity	anonymity	NOUN
ecj-13829	48	21	throughout	throughout	ADP
ecj-13829	48	22	.	.	PUNCT
ecj-13829	49	1	three	three	NUM
ecj-13829	49	2	questions	question	NOUN
ecj-13829	49	3	were	be	AUX
ecj-13829	49	4	subsequently	subsequently	ADV
ecj-13829	49	5	posed	pose	VERB
ecj-13829	49	6	to	to	PART
ecj-13829	49	7	chatgpt	chatgpt	VERB
ecj-13829	49	8	:	:	PUNCT
ecj-13829	49	9	i	i	PROPN
ecj-13829	49	10	)	)	PUNCT
ecj-13829	49	11	is	be	AUX
ecj-13829	49	12	the	the	DET
ecj-13829	49	13	patient	patient	NOUN
ecj-13829	49	14	currently	currently	ADV
ecj-13829	49	15	experiencing	experience	VERB
ecj-13829	49	16	a	a	DET
ecj-13829	49	17	mace	mace	NOUN
ecj-13829	49	18	?	?	PUNCT
ecj-13829	50	1	(	(	PUNCT
ecj-13829	50	2	binary	binary	ADJ
ecj-13829	50	3	response	response	NOUN
ecj-13829	50	4	:	:	PUNCT
ecj-13829	50	5	yes	yes	INTJ
ecj-13829	50	6	/	/	SYM
ecj-13829	50	7	no	no	NOUN
ecj-13829	50	8	)	)	PUNCT
ecj-13829	50	9	;	;	PUNCT
ecj-13829	50	10	ii	ii	X
ecj-13829	50	11	)	)	PUNCT
ecj-13829	50	12	how	how	SCONJ
ecj-13829	50	13	would	would	AUX
ecj-13829	50	14	you	you	PRON
ecj-13829	50	15	classify	classify	VERB
ecj-13829	50	16	the	the	DET
ecj-13829	50	17	severity	severity	NOUN
ecj-13829	50	18	of	of	ADP
ecj-13829	50	19	the	the	DET
ecj-13829	50	20	patient	patient	NOUN
ecj-13829	50	21	’s	’s	PART
ecj-13829	50	22	condition	condition	NOUN
ecj-13829	50	23	?	?	PUNCT
ecj-13829	51	1	(	(	PUNCT
ecj-13829	51	2	three	three	NUM
ecj-13829	51	3	levels	level	NOUN
ecj-13829	51	4	:	:	PUNCT
ecj-13829	51	5	non	non	ADJ
ecj-13829	51	6	-	-	ADJ
ecj-13829	51	7	urgent	urgent	ADJ
ecj-13829	51	8	,	,	PUNCT
ecj-13829	51	9	urgent	urgent	ADJ
ecj-13829	51	10	,	,	PUNCT
ecj-13829	51	11	very	very	ADV
ecj-13829	51	12	urgent	urgent	ADJ
ecj-13829	51	13	)	)	PUNCT
ecj-13829	51	14	;	;	PUNCT
ecj-13829	51	15	iii	iii	X
ecj-13829	51	16	)	)	PUNCT
ecj-13829	51	17	what	what	PRON
ecj-13829	51	18	percentage	percentage	NOUN
ecj-13829	51	19	risk	risk	NOUN
ecj-13829	51	20	would	would	AUX
ecj-13829	51	21	you	you	PRON
ecj-13829	51	22	assign	assign	VERB
ecj-13829	51	23	to	to	ADP
ecj-13829	51	24	the	the	DET
ecj-13829	51	25	patient	patient	NOUN
ecj-13829	51	26	for	for	ADP
ecj-13829	51	27	developing	develop	VERB
ecj-13829	51	28	a	a	DET
ecj-13829	51	29	mace	mace	NOUN
ecj-13829	51	30	?	?	PUNCT
ecj-13829	52	1	(	(	PUNCT
ecj-13829	52	2	0	0	NUM
ecj-13829	52	3	to	to	PART
ecj-13829	52	4	100	100	NUM
ecj-13829	52	5	percent	percent	NOUN
ecj-13829	52	6	)	)	PUNCT
ecj-13829	52	7	.	.	PUNCT
ecj-13829	53	1	the	the	DET
ecj-13829	53	2	first	first	ADJ
ecj-13829	53	3	question	question	NOUN
ecj-13829	53	4	,	,	PUNCT
ecj-13829	53	5	framed	frame	VERB
ecj-13829	53	6	as	as	ADP
ecj-13829	53	7	a	a	DET
ecj-13829	53	8	binary	binary	ADJ
ecj-13829	53	9	query	query	NOUN
ecj-13829	53	10	,	,	PUNCT
ecj-13829	53	11	was	be	AUX
ecj-13829	53	12	designed	design	VERB
ecj-13829	53	13	to	to	PART
ecj-13829	53	14	simulate	simulate	VERB
ecj-13829	53	15	chatgpt	chatgpt	NOUN
ecj-13829	53	16	’s	’s	PART
ecj-13829	53	17	ability	ability	NOUN
ecj-13829	53	18	to	to	PART
ecj-13829	53	19	support	support	VERB
ecj-13829	53	20	mace	mace	NOUN
ecj-13829	53	21	risk	risk	NOUN
ecj-13829	53	22	stratification	stratification	NOUN
ecj-13829	53	23	,	,	PUNCT
ecj-13829	53	24	rather	rather	ADV
ecj-13829	53	25	than	than	ADP
ecj-13829	53	26	to	to	PART
ecj-13829	53	27	diagnose	diagnose	VERB
ecj-13829	53	28	an	an	DET
ecj-13829	53	29	event	event	NOUN
ecj-13829	53	30	in	in	ADP
ecj-13829	53	31	real	real	ADJ
ecj-13829	53	32	time	time	NOUN
ecj-13829	53	33	.	.	PUNCT
ecj-13829	54	1	the	the	DET
ecj-13829	54	2	second	second	ADJ
ecj-13829	54	3	question	question	NOUN
ecj-13829	54	4	aimed	aim	VERB
ecj-13829	54	5	to	to	PART
ecj-13829	54	6	assess	assess	VERB
ecj-13829	54	7	the	the	DET
ecj-13829	54	8	model	model	NOUN
ecj-13829	54	9	’s	’s	PART
ecj-13829	54	10	ability	ability	NOUN
ecj-13829	54	11	to	to	PART
ecj-13829	54	12	infer	infer	VERB
ecj-13829	54	13	clinical	clinical	ADJ
ecj-13829	54	14	urgency	urgency	NOUN
ecj-13829	54	15	,	,	PUNCT
ecj-13829	54	16	with	with	ADP
ecj-13829	54	17	categories	category	NOUN
ecj-13829	54	18	inspired	inspire	VERB
ecj-13829	54	19	by	by	ADP
ecj-13829	54	20	triage	triage	NOUN
ecj-13829	54	21	logic	logic	NOUN
ecj-13829	54	22	.	.	PUNCT
ecj-13829	55	1	these	these	PRON
ecj-13829	55	2	were	be	AUX
ecj-13829	55	3	not	not	PART
ecj-13829	55	4	derived	derive	VERB
ecj-13829	55	5	from	from	ADP
ecj-13829	55	6	a	a	DET
ecj-13829	55	7	formal	formal	ADJ
ecj-13829	55	8	triage	triage	NOUN
ecj-13829	55	9	system	system	NOUN
ecj-13829	55	10	,	,	PUNCT
ecj-13829	55	11	but	but	CCONJ
ecj-13829	55	12	served	serve	VERB
ecj-13829	55	13	as	as	ADP
ecj-13829	55	14	a	a	DET
ecj-13829	55	15	proxy	proxy	NOUN
ecj-13829	55	16	for	for	ADP
ecj-13829	55	17	care	care	NOUN
ecj-13829	55	18	prioritization	prioritization	NOUN
ecj-13829	55	19	based	base	VERB
ecj-13829	55	20	on	on	ADP
ecj-13829	55	21	available	available	ADJ
ecj-13829	55	22	clinical	clinical	ADJ
ecj-13829	55	23	data	datum	NOUN
ecj-13829	55	24	.	.	PUNCT
ecj-13829	56	1	intermediate	intermediate	ADJ
ecj-13829	56	2	evaluation	evaluation	NOUN
ecj-13829	56	3	after	after	ADP
ecj-13829	56	4	obtaining	obtain	VERB
ecj-13829	56	5	the	the	DET
ecj-13829	56	6	results	result	NOUN
ecj-13829	56	7	of	of	ADP
ecj-13829	56	8	the	the	DET
ecj-13829	56	9	initial	initial	ADJ
ecj-13829	56	10	troponin	troponin	ADJ
ecj-13829	56	11	test	test	NOUN
ecj-13829	56	12	,	,	PUNCT
ecj-13829	56	13	this	this	DET
ecj-13829	56	14	information	information	NOUN
ecj-13829	56	15	was	be	AUX
ecj-13829	56	16	incorporated	incorporate	VERB
ecj-13829	56	17	into	into	ADP
ecj-13829	56	18	chatgpt	chatgpt	NOUN
ecj-13829	56	19	.	.	PUNCT
ecj-13829	57	1	the	the	DET
ecj-13829	57	2	same	same	ADJ
ecj-13829	57	3	three	three	NUM
ecj-13829	57	4	questions	question	NOUN
ecj-13829	57	5	were	be	AUX
ecj-13829	57	6	then	then	ADV
ecj-13829	57	7	posed	pose	VERB
ecj-13829	57	8	again	again	ADV
ecj-13829	57	9	to	to	ADP
ecj-13829	57	10	chatgpt	chatgpt	NOUN
ecj-13829	57	11	:	:	PUNCT
ecj-13829	57	12	i	i	PROPN
ecj-13829	57	13	)	)	PUNCT
ecj-13829	57	14	is	be	AUX
ecj-13829	57	15	the	the	DET
ecj-13829	57	16	patient	patient	NOUN
ecj-13829	57	17	currently	currently	ADV
ecj-13829	57	18	experiencing	experience	VERB
ecj-13829	57	19	a	a	DET
ecj-13829	57	20	mace	mace	NOUN
ecj-13829	57	21	?	?	PUNCT
ecj-13829	58	1	(	(	PUNCT
ecj-13829	58	2	binary	binary	ADJ
ecj-13829	58	3	response	response	NOUN
ecj-13829	58	4	:	:	PUNCT
ecj-13829	58	5	yes	yes	INTJ
ecj-13829	58	6	/	/	SYM
ecj-13829	58	7	no	no	NOUN
ecj-13829	58	8	)	)	PUNCT
ecj-13829	58	9	;	;	PUNCT
ecj-13829	58	10	ii	ii	X
ecj-13829	58	11	)	)	PUNCT
ecj-13829	58	12	how	how	SCONJ
ecj-13829	58	13	would	would	AUX
ecj-13829	58	14	you	you	PRON
ecj-13829	58	15	classify	classify	VERB
ecj-13829	58	16	the	the	DET
ecj-13829	58	17	severity	severity	NOUN
ecj-13829	58	18	of	of	ADP
ecj-13829	58	19	the	the	DET
ecj-13829	58	20	patient	patient	NOUN
ecj-13829	58	21	’s	’s	PART
ecj-13829	58	22	condition	condition	NOUN
ecj-13829	58	23	?	?	PUNCT
ecj-13829	59	1	(	(	PUNCT
ecj-13829	59	2	three	three	NUM
ecj-13829	59	3	levels	level	NOUN
ecj-13829	59	4	:	:	PUNCT
ecj-13829	59	5	non	non	ADJ
ecj-13829	59	6	-	-	ADJ
ecj-13829	59	7	urgent	urgent	ADJ
ecj-13829	59	8	,	,	PUNCT
ecj-13829	59	9	urgent	urgent	ADJ
ecj-13829	59	10	,	,	PUNCT
ecj-13829	59	11	very	very	ADV
ecj-13829	59	12	urgent	urgent	ADJ
ecj-13829	59	13	)	)	PUNCT
ecj-13829	59	14	;	;	PUNCT
ecj-13829	59	15	iii	iii	X
ecj-13829	59	16	)	)	PUNCT
ecj-13829	59	17	what	what	PRON
ecj-13829	59	18	percentage	percentage	NOUN
ecj-13829	59	19	risk	risk	NOUN
ecj-13829	59	20	would	would	AUX
ecj-13829	59	21	you	you	PRON
ecj-13829	59	22	assign	assign	VERB
ecj-13829	59	23	to	to	ADP
ecj-13829	59	24	the	the	DET
ecj-13829	59	25	patient	patient	NOUN
ecj-13829	59	26	for	for	ADP
ecj-13829	59	27	developing	develop	VERB
ecj-13829	59	28	a	a	DET
ecj-13829	59	29	mace	mace	NOUN
ecj-13829	59	30	?	?	PUNCT
ecj-13829	60	1	(	(	PUNCT
ecj-13829	60	2	0	0	NUM
ecj-13829	60	3	to	to	PART
ecj-13829	60	4	100	100	NUM
ecj-13829	60	5	percent	percent	NOUN
ecj-13829	60	6	)	)	PUNCT
ecj-13829	60	7	.	.	PUNCT
ecj-13829	61	1	these	these	DET
ecj-13829	61	2	questions	question	NOUN
ecj-13829	61	3	allowed	allow	VERB
ecj-13829	61	4	chatgpt	chatgpt	NOUN
ecj-13829	61	5	to	to	PART
ecj-13829	61	6	update	update	VERB
ecj-13829	61	7	its	its	PRON
ecj-13829	61	8	assessment	assessment	NOUN
ecj-13829	61	9	of	of	ADP
ecj-13829	61	10	the	the	DET
ecj-13829	61	11	patient	patient	NOUN
ecj-13829	61	12	’s	’s	PART
ecj-13829	61	13	condition	condition	NOUN
ecj-13829	61	14	based	base	VERB
ecj-13829	61	15	on	on	ADP
ecj-13829	61	16	the	the	DET
ecj-13829	61	17	additional	additional	ADJ
ecj-13829	61	18	troponin	troponin	ADJ
ecj-13829	61	19	data	datum	NOUN
ecj-13829	61	20	.	.	PUNCT
ecj-13829	62	1	the	the	DET
ecj-13829	62	2	cardiac	cardiac	ADJ
ecj-13829	62	3	biomarker	biomarker	NOUN
ecj-13829	62	4	used	use	VERB
ecj-13829	62	5	in	in	ADP
ecj-13829	62	6	this	this	DET
ecj-13829	62	7	study	study	NOUN
ecj-13829	62	8	was	be	AUX
ecj-13829	62	9	the	the	DET
ecj-13829	62	10	high	high	ADJ
ecj-13829	62	11	-	-	PUNCT
ecj-13829	62	12	sensitivity	sensitivity	NOUN
ecj-13829	62	13	cardiac	cardiac	ADJ
ecj-13829	62	14	troponin	troponin	ADJ
ecj-13829	62	15	i	i	PROPN
ecj-13829	62	16	(	(	PUNCT
ecj-13829	62	17	hs	hs	NOUN
ecj-13829	62	18	-	-	ADJ
ecj-13829	62	19	ctni	ctni	NOUN
ecj-13829	62	20	)	)	PUNCT
ecj-13829	62	21	assay	assay	VERB
ecj-13829	62	22	developed	develop	VERB
ecj-13829	62	23	by	by	ADP
ecj-13829	62	24	abbott	abbott	PROPN
ecj-13829	62	25	(	(	PUNCT
ecj-13829	62	26	architect	architect	NOUN
ecj-13829	62	27	stat	stat	VERB
ecj-13829	62	28	high	high	ADJ
ecj-13829	62	29	sensitive	sensitive	ADJ
ecj-13829	62	30	troponin	troponin	PROPN
ecj-13829	62	31	-	-	PUNCT
ecj-13829	62	32	i	i	PROPN
ecj-13829	62	33	)	)	PUNCT
ecj-13829	62	34	.	.	PUNCT
ecj-13829	63	1	this	this	DET
ecj-13829	63	2	assay	assay	NOUN
ecj-13829	63	3	detects	detect	NOUN
ecj-13829	63	4	troponin	troponin	PROPN
ecj-13829	63	5	i	i	PRON
ecj-13829	63	6	levels	level	VERB
ecj-13829	63	7	with	with	ADP
ecj-13829	63	8	a	a	DET
ecj-13829	63	9	99th	99th	ADJ
ecj-13829	63	10	percentile	percentile	ADJ
ecj-13829	63	11	upper	upper	ADJ
ecj-13829	63	12	reference	reference	NOUN
ecj-13829	63	13	limit	limit	NOUN
ecj-13829	63	14	of	of	ADP
ecj-13829	63	15	34	34	NUM
ecj-13829	63	16	ng	ng	PROPN
ecj-13829	63	17	/	/	SYM
ecj-13829	63	18	l	l	PROPN
ecj-13829	63	19	for	for	ADP
ecj-13829	63	20	males	male	NOUN
ecj-13829	63	21	and	and	CCONJ
ecj-13829	63	22	16	16	NUM
ecj-13829	63	23	ng	ng	PROPN
ecj-13829	63	24	/	/	SYM
ecj-13829	63	25	l	l	PROPN
ecj-13829	63	26	for	for	ADP
ecj-13829	63	27	females	female	NOUN
ecj-13829	63	28	,	,	PUNCT
ecj-13829	63	29	and	and	CCONJ
ecj-13829	63	30	a	a	DET
ecj-13829	63	31	limit	limit	NOUN
ecj-13829	63	32	of	of	ADP
ecj-13829	63	33	detection	detection	NOUN
ecj-13829	63	34	of	of	ADP
ecj-13829	63	35	1.2	1.2	NUM
ecj-13829	63	36	ng	ng	PROPN
ecj-13829	63	37	/	/	SYM
ecj-13829	63	38	l.	l.	PROPN
ecj-13829	63	39	all	all	DET
ecj-13829	63	40	measurements	measurement	NOUN
ecj-13829	63	41	were	be	AUX
ecj-13829	63	42	conducted	conduct	VERB
ecj-13829	63	43	using	use	VERB
ecj-13829	63	44	the	the	DET
ecj-13829	63	45	standardized	standardized	ADJ
ecj-13829	63	46	laboratory	laboratory	NOUN
ecj-13829	63	47	protocol	protocol	NOUN
ecj-13829	63	48	of	of	ADP
ecj-13829	63	49	our	our	PRON
ecj-13829	63	50	institution	institution	NOUN
ecj-13829	63	51	.	.	PUNCT
ecj-13829	64	1	final	final	ADJ
ecj-13829	64	2	evaluation	evaluation	NOUN
ecj-13829	64	3	if	if	SCONJ
ecj-13829	64	4	a	a	DET
ecj-13829	64	5	second	second	ADJ
ecj-13829	64	6	troponin	troponin	ADJ
ecj-13829	64	7	test	test	NOUN
ecj-13829	64	8	was	be	AUX
ecj-13829	64	9	required	require	VERB
ecj-13829	64	10	for	for	ADP
ecj-13829	64	11	the	the	DET
ecj-13829	64	12	patient	patient	NOUN
ecj-13829	64	13	,	,	PUNCT
ecj-13829	64	14	the	the	DET
ecj-13829	64	15	result	result	NOUN
ecj-13829	64	16	was	be	AUX
ecj-13829	64	17	once	once	ADV
ecj-13829	64	18	again	again	ADV
ecj-13829	64	19	entered	enter	VERB
ecj-13829	64	20	into	into	ADP
ecj-13829	64	21	chatgpt	chatgpt	NOUN
ecj-13829	64	22	,	,	PUNCT
ecj-13829	64	23	and	and	CCONJ
ecj-13829	64	24	the	the	DET
ecj-13829	64	25	three	three	NUM
ecj-13829	64	26	questions	question	NOUN
ecj-13829	64	27	were	be	AUX
ecj-13829	64	28	repeated	repeat	VERB
ecj-13829	64	29	.	.	PUNCT
ecj-13829	65	1	chatgpt	chatgpt	NOUN
ecj-13829	65	2	processed	process	VERB
ecj-13829	65	3	data	datum	NOUN
ecj-13829	65	4	up	up	ADP
ecj-13829	65	5	to	to	PART
ecj-13829	65	6	phase	phase	NOUN
ecj-13829	65	7	b	b	NOUN
ecj-13829	65	8	for	for	ADP
ecj-13829	65	9	all	all	DET
ecj-13829	65	10	patients	patient	NOUN
ecj-13829	65	11	,	,	PUNCT
ecj-13829	65	12	while	while	SCONJ
ecj-13829	65	13	additional	additional	ADJ
ecj-13829	65	14	details	detail	NOUN
ecj-13829	65	15	were	be	AUX
ecj-13829	65	16	incorporated	incorporate	VERB
ecj-13829	65	17	for	for	ADP
ecj-13829	65	18	those	those	PRON
ecj-13829	65	19	requiring	require	VERB
ecj-13829	65	20	a	a	DET
ecj-13829	65	21	second	second	ADJ
ecj-13829	65	22	troponin	troponin	ADJ
ecj-13829	65	23	test	test	NOUN
ecj-13829	65	24	(	(	PUNCT
ecj-13829	65	25	hs	hs	NOUN
ecj-13829	65	26	-	-	NOUN
ecj-13829	65	27	ctni	ctni	NOUN
ecj-13829	65	28	)	)	PUNCT
ecj-13829	65	29	.	.	PUNCT
ecj-13829	66	1	the	the	DET
ecj-13829	66	2	decision	decision	NOUN
ecj-13829	66	3	to	to	PART
ecj-13829	66	4	perform	perform	VERB
ecj-13829	66	5	a	a	DET
ecj-13829	66	6	second	second	ADJ
ecj-13829	66	7	troponin	troponin	ADJ
ecj-13829	66	8	test	test	NOUN
ecj-13829	66	9	was	be	AUX
ecj-13829	66	10	based	base	VERB
ecj-13829	66	11	on	on	ADP
ecj-13829	66	12	the	the	DET
ecj-13829	66	13	2023	2023	NUM
ecj-13829	66	14	esc	esc	NOUN
ecj-13829	66	15	guidelines	guideline	NOUN
ecj-13829	66	16	on	on	ADP
ecj-13829	66	17	the	the	DET
ecj-13829	66	18	management	management	NOUN
ecj-13829	66	19	of	of	ADP
ecj-13829	66	20	acute	acute	ADJ
ecj-13829	66	21	coronary	coronary	ADJ
ecj-13829	66	22	syndromes.1	syndromes.1	PROPN
ecj-13829	66	23	specifically	specifically	ADV
ecj-13829	66	24	,	,	PUNCT
ecj-13829	66	25	a	a	DET
ecj-13829	66	26	second	second	ADJ
ecj-13829	66	27	article	article	NOUN
ecj-13829	66	28	[	[	X
ecj-13829	66	29	emergency	emergency	NOUN
ecj-13829	66	30	care	care	NOUN
ecj-13829	66	31	journal	journal	NOUN
ecj-13829	66	32	2025	2025	NUM
ecj-13829	66	33	;	;	PUNCT
ecj-13829	66	34	21:13829	21:13829	NUM
ecj-13829	66	35	]	]	X
ecj-13829	67	1	[	[	X
ecj-13829	67	2	page	page	NOUN
ecj-13829	67	3	17	17	NUM
ecj-13829	67	4	]	]	PUNCT
ecj-13829	67	5	test	test	NOUN
ecj-13829	67	6	was	be	AUX
ecj-13829	67	7	performed	perform	VERB
ecj-13829	67	8	in	in	ADP
ecj-13829	67	9	cases	case	NOUN
ecj-13829	67	10	where	where	SCONJ
ecj-13829	67	11	the	the	DET
ecj-13829	67	12	first	first	ADJ
ecj-13829	67	13	hs	hs	ADJ
ecj-13829	67	14	-	-	ADJ
ecj-13829	67	15	ctni	ctni	ADJ
ecj-13829	67	16	result	result	NOUN
ecj-13829	67	17	was	be	AUX
ecj-13829	67	18	below	below	ADP
ecj-13829	67	19	or	or	CCONJ
ecj-13829	67	20	close	close	ADJ
ecj-13829	67	21	to	to	ADP
ecj-13829	67	22	the	the	DET
ecj-13829	67	23	upper	upper	ADJ
ecj-13829	67	24	reference	reference	NOUN
ecj-13829	67	25	limit	limit	NOUN
ecj-13829	67	26	,	,	PUNCT
ecj-13829	67	27	but	but	CCONJ
ecj-13829	67	28	clinical	clinical	ADJ
ecj-13829	67	29	suspicion	suspicion	NOUN
ecj-13829	67	30	of	of	ADP
ecj-13829	67	31	myocardial	myocardial	ADJ
ecj-13829	67	32	infarction	infarction	NOUN
ecj-13829	67	33	remained	remain	VERB
ecj-13829	67	34	.	.	PUNCT
ecj-13829	68	1	this	this	DET
ecj-13829	68	2	approach	approach	NOUN
ecj-13829	68	3	allowed	allow	VERB
ecj-13829	68	4	for	for	ADP
ecj-13829	68	5	the	the	DET
ecj-13829	68	6	detection	detection	NOUN
ecj-13829	68	7	of	of	ADP
ecj-13829	68	8	dynamic	dynamic	ADJ
ecj-13829	68	9	changes	change	NOUN
ecj-13829	68	10	in	in	ADP
ecj-13829	68	11	troponin	troponin	ADJ
ecj-13829	68	12	levels	level	NOUN
ecj-13829	68	13	,	,	PUNCT
ecj-13829	68	14	enabling	enable	VERB
ecj-13829	68	15	rule	rule	NOUN
ecj-13829	68	16	-	-	PUNCT
ecj-13829	68	17	in	in	ADP
ecj-13829	68	18	or	or	CCONJ
ecj-13829	68	19	rule	rule	VERB
ecj-13829	68	20	-	-	PUNCT
ecj-13829	68	21	out	out	ADP
ecj-13829	68	22	decisions	decision	NOUN
ecj-13829	68	23	in	in	ADP
ecj-13829	68	24	line	line	NOUN
ecj-13829	68	25	with	with	ADP
ecj-13829	68	26	current	current	ADJ
ecj-13829	68	27	diagnostic	diagnostic	ADJ
ecj-13829	68	28	algorithms	algorithm	NOUN
ecj-13829	68	29	.	.	PUNCT
ecj-13829	69	1	the	the	DET
ecj-13829	69	2	nurses	nurse	NOUN
ecj-13829	69	3	,	,	PUNCT
ecj-13829	69	4	in	in	ADP
ecj-13829	69	5	addition	addition	NOUN
ecj-13829	69	6	to	to	ADP
ecj-13829	69	7	interfacing	interface	VERB
ecj-13829	69	8	with	with	ADP
ecj-13829	69	9	chatgpt	chatgpt	NOUN
ecj-13829	69	10	,	,	PUNCT
ecj-13829	69	11	recorded	record	VERB
ecj-13829	69	12	all	all	DET
ecj-13829	69	13	information	information	NOUN
ecj-13829	69	14	in	in	ADP
ecj-13829	69	15	a	a	DET
ecj-13829	69	16	database	database	NOUN
ecj-13829	69	17	to	to	PART
ecj-13829	69	18	link	link	VERB
ecj-13829	69	19	the	the	DET
ecj-13829	69	20	ai	ai	ADJ
ecj-13829	69	21	assessments	assessment	NOUN
ecj-13829	69	22	with	with	ADP
ecj-13829	69	23	the	the	DET
ecj-13829	69	24	clinical	clinical	ADJ
ecj-13829	69	25	outcomes	outcome	NOUN
ecj-13829	69	26	of	of	ADP
ecj-13829	69	27	the	the	DET
ecj-13829	69	28	patients	patient	NOUN
ecj-13829	69	29	.	.	PUNCT
ecj-13829	70	1	this	this	PRON
ecj-13829	70	2	allowed	allow	VERB
ecj-13829	70	3	for	for	ADP
ecj-13829	70	4	a	a	DET
ecj-13829	70	5	comprehensive	comprehensive	ADJ
ecj-13829	70	6	dataset	dataset	NOUN
ecj-13829	70	7	that	that	SCONJ
ecj-13829	70	8	aligned	aligned	ADJ
ecj-13829	70	9	chatgpt	chatgpt	NOUN
ecj-13829	70	10	’s	’s	PART
ecj-13829	70	11	evaluations	evaluation	NOUN
ecj-13829	70	12	with	with	ADP
ecj-13829	70	13	actual	actual	ADJ
ecj-13829	70	14	patient	patient	NOUN
ecj-13829	70	15	results	result	NOUN
ecj-13829	70	16	,	,	PUNCT
ecj-13829	70	17	enabling	enable	VERB
ecj-13829	70	18	a	a	DET
ecj-13829	70	19	deeper	deep	ADJ
ecj-13829	70	20	analysis	analysis	NOUN
ecj-13829	70	21	of	of	ADP
ecj-13829	70	22	ai	ai	PROPN
ecj-13829	70	23	’s	’s	PART
ecj-13829	70	24	effectiveness	effectiveness	NOUN
ecj-13829	70	25	in	in	ADP
ecj-13829	70	26	supporting	support	VERB
ecj-13829	70	27	clinical	clinical	ADJ
ecj-13829	70	28	decision	decision	NOUN
ecj-13829	70	29	-	-	PUNCT
ecj-13829	70	30	making	making	NOUN
ecj-13829	70	31	in	in	ADP
ecj-13829	70	32	chest	chest	NOUN
ecj-13829	70	33	pain	pain	NOUN
ecj-13829	70	34	cases	case	NOUN
ecj-13829	70	35	.	.	PUNCT
ecj-13829	71	1	ai	ai	AUX
ecj-13829	71	2	structuring	structure	VERB
ecj-13829	71	3	chatgpt	chatgpt	NOUN
ecj-13829	71	4	4.0	4.0	NUM
ecj-13829	71	5	was	be	AUX
ecj-13829	71	6	specifically	specifically	ADV
ecj-13829	71	7	configured	configure	VERB
ecj-13829	71	8	to	to	PART
ecj-13829	71	9	support	support	VERB
ecj-13829	71	10	this	this	DET
ecj-13829	71	11	study	study	NOUN
ecj-13829	71	12	,	,	PUNCT
ecj-13829	71	13	employing	employ	VERB
ecj-13829	71	14	a	a	DET
ecj-13829	71	15	highly	highly	ADV
ecj-13829	71	16	customized	customize	VERB
ecj-13829	71	17	approach	approach	NOUN
ecj-13829	71	18	for	for	ADP
ecj-13829	71	19	the	the	DET
ecj-13829	71	20	analysis	analysis	NOUN
ecj-13829	71	21	of	of	ADP
ecj-13829	71	22	clinical	clinical	ADJ
ecj-13829	71	23	data	datum	NOUN
ecj-13829	71	24	.	.	PUNCT
ecj-13829	72	1	the	the	DET
ecj-13829	72	2	model	model	NOUN
ecj-13829	72	3	was	be	AUX
ecj-13829	72	4	supplemented	supplement	VERB
ecj-13829	72	5	with	with	ADP
ecj-13829	72	6	open	open	ADJ
ecj-13829	72	7	-	-	PUNCT
ecj-13829	72	8	access	access	NOUN
ecj-13829	72	9	guidelines	guideline	NOUN
ecj-13829	72	10	from	from	ADP
ecj-13829	72	11	the	the	DET
ecj-13829	72	12	american	american	PROPN
ecj-13829	72	13	heart	heart	PROPN
ecj-13829	72	14	association	association	PROPN
ecj-13829	72	15	and	and	CCONJ
ecj-13829	72	16	the	the	DET
ecj-13829	72	17	european	european	ADJ
ecj-13829	72	18	society	society	PROPN
ecj-13829	72	19	of	of	ADP
ecj-13829	72	20	cardiology	cardiology	NOUN
ecj-13829	72	21	to	to	PART
ecj-13829	72	22	ensure	ensure	VERB
ecj-13829	72	23	that	that	SCONJ
ecj-13829	72	24	its	its	PRON
ecj-13829	72	25	recommendations	recommendation	NOUN
ecj-13829	72	26	were	be	AUX
ecj-13829	72	27	based	base	VERB
ecj-13829	72	28	on	on	ADP
ecj-13829	72	29	the	the	DET
ecj-13829	72	30	most	most	ADV
ecj-13829	72	31	recent	recent	ADJ
ecj-13829	72	32	scientific	scientific	ADJ
ecj-13829	72	33	evidence	evidence	NOUN
ecj-13829	72	34	.	.	PUNCT
ecj-13829	73	1	in	in	ADP
ecj-13829	73	2	addition	addition	NOUN
ecj-13829	73	3	to	to	ADP
ecj-13829	73	4	specific	specific	ADJ
ecj-13829	73	5	guidelines	guideline	NOUN
ecj-13829	73	6	for	for	ADP
ecj-13829	73	7	chest	chest	NOUN
ecj-13829	73	8	pain	pain	NOUN
ecj-13829	73	9	and	and	CCONJ
ecj-13829	73	10	myocardial	myocardial	ADJ
ecj-13829	73	11	infarction	infarction	NOUN
ecj-13829	73	12	,	,	PUNCT
ecj-13829	73	13	the	the	DET
ecj-13829	73	14	system	system	NOUN
ecj-13829	73	15	was	be	AUX
ecj-13829	73	16	enhanced	enhance	VERB
ecj-13829	73	17	by	by	ADP
ecj-13829	73	18	including	include	VERB
ecj-13829	73	19	comprehensive	comprehensive	ADJ
ecj-13829	73	20	cardiological	cardiological	ADJ
ecj-13829	73	21	guidelines	guideline	NOUN
ecj-13829	73	22	covering	cover	VERB
ecj-13829	73	23	chronic	chronic	ADJ
ecj-13829	73	24	disease	disease	NOUN
ecj-13829	73	25	management	management	NOUN
ecj-13829	73	26	,	,	PUNCT
ecj-13829	73	27	arrhythmias	arrhythmia	NOUN
ecj-13829	73	28	,	,	PUNCT
ecj-13829	73	29	heart	heart	NOUN
ecj-13829	73	30	failure	failure	NOUN
ecj-13829	73	31	,	,	PUNCT
ecj-13829	73	32	and	and	CCONJ
ecj-13829	73	33	cardiovascular	cardiovascular	ADJ
ecj-13829	73	34	prevention	prevention	NOUN
ecj-13829	73	35	.	.	PUNCT
ecj-13829	74	1	this	this	DET
ecj-13829	74	2	extensive	extensive	ADJ
ecj-13829	74	3	information	information	NOUN
ecj-13829	74	4	base	base	NOUN
ecj-13829	74	5	improved	improve	VERB
ecj-13829	74	6	the	the	DET
ecj-13829	74	7	model	model	NOUN
ecj-13829	74	8	’s	’s	PART
ecj-13829	74	9	predictive	predictive	ADJ
ecj-13829	74	10	capabilities	capability	NOUN
ecj-13829	74	11	,	,	PUNCT
ecj-13829	74	12	ensuring	ensure	VERB
ecj-13829	74	13	that	that	SCONJ
ecj-13829	74	14	the	the	DET
ecj-13829	74	15	decision	decision	NOUN
ecj-13829	74	16	support	support	NOUN
ecj-13829	74	17	provided	provide	VERB
ecj-13829	74	18	was	be	AUX
ecj-13829	74	19	applicable	applicable	ADJ
ecj-13829	74	20	not	not	PART
ecj-13829	74	21	only	only	ADV
ecj-13829	74	22	to	to	PART
ecj-13829	74	23	acute	acute	VERB
ecj-13829	74	24	emergencies	emergency	NOUN
ecj-13829	74	25	but	but	CCONJ
ecj-13829	74	26	also	also	ADV
ecj-13829	74	27	to	to	ADP
ecj-13829	74	28	more	more	ADV
ecj-13829	74	29	complex	complex	ADJ
ecj-13829	74	30	and	and	CCONJ
ecj-13829	74	31	nuanced	nuanced	ADJ
ecj-13829	74	32	clinical	clinical	ADJ
ecj-13829	74	33	scenarios	scenario	NOUN
ecj-13829	74	34	.	.	PUNCT
ecj-13829	75	1	to	to	PART
ecj-13829	75	2	ensure	ensure	VERB
ecj-13829	75	3	accurate	accurate	ADJ
ecj-13829	75	4	and	and	CCONJ
ecj-13829	75	5	consistent	consistent	ADJ
ecj-13829	75	6	data	datum	NOUN
ecj-13829	75	7	interpretation	interpretation	NOUN
ecj-13829	75	8	,	,	PUNCT
ecj-13829	75	9	an	an	DET
ecj-13829	75	10	information	information	NOUN
ecj-13829	75	11	integration	integration	NOUN
ecj-13829	75	12	process	process	NOUN
ecj-13829	75	13	was	be	AUX
ecj-13829	75	14	implemented	implement	VERB
ecj-13829	75	15	,	,	PUNCT
ecj-13829	75	16	allowing	allow	VERB
ecj-13829	75	17	chatgpt	chatgpt	NOUN
ecj-13829	75	18	to	to	PART
ecj-13829	75	19	process	process	VERB
ecj-13829	75	20	multiple	multiple	ADJ
ecj-13829	75	21	,	,	PUNCT
ecj-13829	75	22	context	context	NOUN
ecj-13829	75	23	-	-	PUNCT
ecj-13829	75	24	specific	specific	ADJ
ecj-13829	75	25	clinical	clinical	ADJ
ecj-13829	75	26	inputs	input	NOUN
ecj-13829	75	27	such	such	ADJ
ecj-13829	75	28	as	as	ADP
ecj-13829	75	29	medical	medical	ADJ
ecj-13829	75	30	history	history	NOUN
ecj-13829	75	31	,	,	PUNCT
ecj-13829	75	32	vital	vital	ADJ
ecj-13829	75	33	signs	sign	NOUN
ecj-13829	75	34	,	,	PUNCT
ecj-13829	75	35	ecg	ecg	PROPN
ecj-13829	75	36	findings	finding	NOUN
ecj-13829	75	37	,	,	PUNCT
ecj-13829	75	38	and	and	CCONJ
ecj-13829	75	39	biomarkers	biomarker	NOUN
ecj-13829	75	40	.	.	PUNCT
ecj-13829	76	1	the	the	DET
ecj-13829	76	2	system	system	NOUN
ecj-13829	76	3	updated	update	VERB
ecj-13829	76	4	its	its	PRON
ecj-13829	76	5	assessments	assessment	NOUN
ecj-13829	76	6	as	as	SCONJ
ecj-13829	76	7	new	new	ADJ
ecj-13829	76	8	data	datum	NOUN
ecj-13829	76	9	became	become	VERB
ecj-13829	76	10	available	available	ADJ
ecj-13829	76	11	,	,	PUNCT
ecj-13829	76	12	such	such	ADJ
ecj-13829	76	13	as	as	ADP
ecj-13829	76	14	troponin	troponin	ADJ
ecj-13829	76	15	results	result	NOUN
ecj-13829	76	16	.	.	PUNCT
ecj-13829	77	1	the	the	DET
ecj-13829	77	2	ai	ai	NOUN
ecj-13829	77	3	was	be	AUX
ecj-13829	77	4	designed	design	VERB
ecj-13829	77	5	with	with	ADP
ecj-13829	77	6	stringent	stringent	ADJ
ecj-13829	77	7	data	datum	NOUN
ecj-13829	77	8	confidentiality	confidentiality	NOUN
ecj-13829	77	9	protocols	protocol	NOUN
ecj-13829	77	10	,	,	PUNCT
ecj-13829	77	11	with	with	ADP
ecj-13829	77	12	a	a	DET
ecj-13829	77	13	particular	particular	ADJ
ecj-13829	77	14	focus	focus	NOUN
ecj-13829	77	15	on	on	ADP
ecj-13829	77	16	patient	patient	ADJ
ecj-13829	77	17	anonymization	anonymization	NOUN
ecj-13829	77	18	,	,	PUNCT
ecj-13829	77	19	and	and	CCONJ
ecj-13829	77	20	was	be	AUX
ecj-13829	77	21	programmed	program	VERB
ecj-13829	77	22	to	to	PART
ecj-13829	77	23	provide	provide	VERB
ecj-13829	77	24	standardized	standardized	ADJ
ecj-13829	77	25	responses	response	NOUN
ecj-13829	77	26	,	,	PUNCT
ecj-13829	77	27	minimizing	minimize	VERB
ecj-13829	77	28	the	the	DET
ecj-13829	77	29	risk	risk	NOUN
ecj-13829	77	30	of	of	ADP
ecj-13829	77	31	interpretive	interpretive	ADJ
ecj-13829	77	32	variability	variability	NOUN
ecj-13829	77	33	.	.	PUNCT
ecj-13829	78	1	additionally	additionally	ADV
ecj-13829	78	2	,	,	PUNCT
ecj-13829	78	3	chatgpt	chatgpt	NOUN
ecj-13829	78	4	4.0	4.0	NUM
ecj-13829	78	5	was	be	AUX
ecj-13829	78	6	trained	train	VERB
ecj-13829	78	7	to	to	PART
ecj-13829	78	8	recognize	recognize	VERB
ecj-13829	78	9	recurrent	recurrent	ADJ
ecj-13829	78	10	patterns	pattern	NOUN
ecj-13829	78	11	associated	associate	VERB
ecj-13829	78	12	with	with	ADP
ecj-13829	78	13	mace	mace	NOUN
ecj-13829	78	14	,	,	PUNCT
ecj-13829	78	15	grounded	ground	VERB
ecj-13829	78	16	in	in	ADP
ecj-13829	78	17	established	establish	VERB
ecj-13829	78	18	guidelines	guideline	NOUN
ecj-13829	78	19	.	.	PUNCT
ecj-13829	79	1	this	this	PRON
ecj-13829	79	2	enabled	enable	VERB
ecj-13829	79	3	the	the	DET
ecj-13829	79	4	system	system	NOUN
ecj-13829	79	5	to	to	PART
ecj-13829	79	6	deliver	deliver	VERB
ecj-13829	79	7	a	a	DET
ecj-13829	79	8	personalized	personalized	ADJ
ecj-13829	79	9	risk	risk	NOUN
ecj-13829	79	10	assessment	assessment	NOUN
ecj-13829	79	11	for	for	ADP
ecj-13829	79	12	each	each	DET
ecj-13829	79	13	patient	patient	NOUN
ecj-13829	79	14	,	,	PUNCT
ecj-13829	79	15	offering	offer	VERB
ecj-13829	79	16	both	both	CCONJ
ecj-13829	79	17	dichotomous	dichotomous	ADJ
ecj-13829	79	18	indications	indication	NOUN
ecj-13829	79	19	regarding	regard	VERB
ecj-13829	79	20	the	the	DET
ecj-13829	79	21	presence	presence	NOUN
ecj-13829	79	22	of	of	ADP
ecj-13829	79	23	a	a	DET
ecj-13829	79	24	mace	mace	NOUN
ecj-13829	79	25	and	and	CCONJ
ecj-13829	79	26	a	a	DET
ecj-13829	79	27	quantitative	quantitative	ADJ
ecj-13829	79	28	estimate	estimate	NOUN
ecj-13829	79	29	of	of	ADP
ecj-13829	79	30	the	the	DET
ecj-13829	79	31	likelihood	likelihood	NOUN
ecj-13829	79	32	of	of	ADP
ecj-13829	79	33	developing	develop	VERB
ecj-13829	79	34	one	one	NUM
ecj-13829	79	35	.	.	PUNCT
ecj-13829	80	1	outcome	outcome	VERB
ecj-13829	80	2	the	the	DET
ecj-13829	80	3	primary	primary	ADJ
ecj-13829	80	4	outcome	outcome	NOUN
ecj-13829	80	5	of	of	ADP
ecj-13829	80	6	the	the	DET
ecj-13829	80	7	study	study	NOUN
ecj-13829	80	8	was	be	AUX
ecj-13829	80	9	the	the	DET
ecj-13829	80	10	occurrence	occurrence	NOUN
ecj-13829	80	11	of	of	ADP
ecj-13829	80	12	a	a	DET
ecj-13829	80	13	mace	mace	NOUN
ecj-13829	80	14	within	within	ADP
ecj-13829	80	15	three	three	NUM
ecj-13829	80	16	months	month	NOUN
ecj-13829	80	17	following	follow	VERB
ecj-13829	80	18	the	the	DET
ecj-13829	80	19	patient	patient	NOUN
ecj-13829	80	20	’s	’s	PART
ecj-13829	80	21	evaluation	evaluation	NOUN
ecj-13829	80	22	in	in	ADP
ecj-13829	80	23	the	the	DET
ecj-13829	80	24	ed	ed	NOUN
ecj-13829	80	25	,	,	PUNCT
ecj-13829	80	26	as	as	SCONJ
ecj-13829	80	27	outlined	outline	VERB
ecj-13829	80	28	in	in	ADP
ecj-13829	80	29	previous	previous	ADJ
ecj-13829	80	30	research.5	research.5	NOUN
ecj-13829	80	31	the	the	DET
ecj-13829	80	32	mace	mace	NOUN
ecj-13829	80	33	outcomes	outcome	NOUN
ecj-13829	80	34	were	be	AUX
ecj-13829	80	35	defined	define	VERB
ecj-13829	80	36	as	as	SCONJ
ecj-13829	80	37	follows	follow	VERB
ecj-13829	80	38	:	:	PUNCT
ecj-13829	80	39	i	i	NOUN
ecj-13829	80	40	)	)	PUNCT
ecj-13829	80	41	acute	acute	ADJ
ecj-13829	80	42	myocardial	myocardial	ADJ
ecj-13829	80	43	infarction	infarction	NOUN
ecj-13829	80	44	,	,	PUNCT
ecj-13829	80	45	according	accord	VERB
ecj-13829	80	46	to	to	ADP
ecj-13829	80	47	the	the	DET
ecj-13829	80	48	universal	universal	ADJ
ecj-13829	80	49	definition	definition	NOUN
ecj-13829	80	50	established	establish	VERB
ecj-13829	80	51	in	in	ADP
ecj-13829	80	52	the	the	DET
ecj-13829	80	53	dedicated	dedicated	ADJ
ecj-13829	80	54	esc	esc	NOUN
ecj-13829	80	55	consensus	consensus	PROPN
ecj-13829	80	56	;	;	PUNCT
ecj-13829	80	57	ii	ii	X
ecj-13829	80	58	)	)	PUNCT
ecj-13829	80	59	percutaneous	percutaneous	ADJ
ecj-13829	80	60	coronary	coronary	ADJ
ecj-13829	80	61	intervention	intervention	NOUN
ecj-13829	80	62	,	,	PUNCT
ecj-13829	80	63	referring	refer	VERB
ecj-13829	80	64	to	to	ADP
ecj-13829	80	65	nonsurgical	nonsurgical	ADJ
ecj-13829	80	66	revascularization	revascularization	NOUN
ecj-13829	80	67	procedures	procedure	NOUN
ecj-13829	80	68	using	use	VERB
ecj-13829	80	69	ptca	ptca	ADJ
ecj-13829	80	70	techniques	technique	NOUN
ecj-13829	80	71	and/or	and/or	CCONJ
ecj-13829	80	72	stent	stent	NOUN
ecj-13829	80	73	placement	placement	NOUN
ecj-13829	80	74	;	;	PUNCT
ecj-13829	80	75	iii	iii	X
ecj-13829	80	76	)	)	PUNCT
ecj-13829	80	77	coronary	coronary	ADJ
ecj-13829	80	78	artery	artery	NOUN
ecj-13829	80	79	bypass	bypass	NOUN
ecj-13829	80	80	grafting	grafting	NOUN
ecj-13829	80	81	,	,	PUNCT
ecj-13829	80	82	referring	refer	VERB
ecj-13829	80	83	to	to	ADP
ecj-13829	80	84	surgical	surgical	ADJ
ecj-13829	80	85	revascularization	revascularization	NOUN
ecj-13829	80	86	procedures	procedure	NOUN
ecj-13829	80	87	;	;	PUNCT
ecj-13829	80	88	iv	iv	X
ecj-13829	80	89	)	)	PUNCT
ecj-13829	80	90	coronary	coronary	ADJ
ecj-13829	80	91	angiography	angiography	NOUN
ecj-13829	80	92	indicating	indicate	VERB
ecj-13829	80	93	stenoses	stenosis	NOUN
ecj-13829	80	94	that	that	PRON
ecj-13829	80	95	could	could	AUX
ecj-13829	80	96	not	not	PART
ecj-13829	80	97	be	be	AUX
ecj-13829	80	98	corrected	correct	VERB
ecj-13829	80	99	by	by	ADP
ecj-13829	80	100	pci	pci	PROPN
ecj-13829	80	101	but	but	CCONJ
ecj-13829	80	102	were	be	AUX
ecj-13829	80	103	managed	manage	VERB
ecj-13829	80	104	with	with	ADP
ecj-13829	80	105	conservative	conservative	ADJ
ecj-13829	80	106	medical	medical	ADJ
ecj-13829	80	107	therapy	therapy	NOUN
ecj-13829	80	108	;	;	PUNCT
ecj-13829	80	109	v	v	X
ecj-13829	80	110	)	)	PUNCT
ecj-13829	80	111	death	death	NOUN
ecj-13829	80	112	from	from	ADP
ecj-13829	80	113	any	any	DET
ecj-13829	80	114	cause	cause	NOUN
ecj-13829	80	115	.	.	PUNCT
ecj-13829	81	1	two	two	NUM
ecj-13829	81	2	secondary	secondary	ADJ
ecj-13829	81	3	outcomes	outcome	NOUN
ecj-13829	81	4	were	be	AUX
ecj-13829	81	5	also	also	ADV
ecj-13829	81	6	evaluated	evaluate	VERB
ecj-13829	81	7	:	:	PUNCT
ecj-13829	81	8	i	i	PRON
ecj-13829	81	9	)	)	PUNCT
ecj-13829	81	10	the	the	DET
ecj-13829	81	11	ability	ability	NOUN
ecj-13829	81	12	of	of	ADP
ecj-13829	81	13	chatgpt	chatgpt	NOUN
ecj-13829	81	14	to	to	PART
ecj-13829	81	15	assign	assign	VERB
ecj-13829	81	16	an	an	DET
ecj-13829	81	17	appropriate	appropriate	ADJ
ecj-13829	81	18	urgency	urgency	NOUN
ecj-13829	81	19	level	level	NOUN
ecj-13829	81	20	to	to	ADP
ecj-13829	81	21	each	each	DET
ecj-13829	81	22	patient	patient	NOUN
ecj-13829	81	23	(	(	PUNCT
ecj-13829	81	24	non	non	ADJ
ecj-13829	81	25	-	-	ADJ
ecj-13829	81	26	urgent	urgent	ADJ
ecj-13829	81	27	,	,	PUNCT
ecj-13829	81	28	urgent	urgent	ADJ
ecj-13829	81	29	,	,	PUNCT
ecj-13829	81	30	very	very	ADV
ecj-13829	81	31	urgent	urgent	ADJ
ecj-13829	81	32	)	)	PUNCT
ecj-13829	81	33	,	,	PUNCT
ecj-13829	81	34	based	base	VERB
ecj-13829	81	35	on	on	ADP
ecj-13829	81	36	the	the	DET
ecj-13829	81	37	clinical	clinical	ADJ
ecj-13829	81	38	information	information	NOUN
ecj-13829	81	39	available	available	ADJ
ecj-13829	81	40	at	at	ADP
ecj-13829	81	41	each	each	DET
ecj-13829	81	42	phase	phase	NOUN
ecj-13829	81	43	;	;	PUNCT
ecj-13829	81	44	ii	ii	X
ecj-13829	81	45	)	)	PUNCT
ecj-13829	81	46	the	the	DET
ecj-13829	81	47	model	model	NOUN
ecj-13829	81	48	’s	’	VERB
ecj-13829	81	49	yes	yes	INTJ
ecj-13829	81	50	/	/	SYM
ecj-13829	81	51	no	no	DET
ecj-13829	81	52	classification	classification	NOUN
ecj-13829	81	53	of	of	ADP
ecj-13829	81	54	whether	whether	SCONJ
ecj-13829	81	55	a	a	DET
ecj-13829	81	56	mace	mace	NOUN
ecj-13829	81	57	was	be	AUX
ecj-13829	81	58	likely	likely	ADJ
ecj-13829	81	59	,	,	PUNCT
ecj-13829	81	60	evaluated	evaluate	VERB
ecj-13829	81	61	against	against	ADP
ecj-13829	81	62	actual	actual	ADJ
ecj-13829	81	63	outcomes	outcome	NOUN
ecj-13829	81	64	.	.	PUNCT
ecj-13829	82	1	statistical	statistical	ADJ
ecj-13829	82	2	analysis	analysis	NOUN
ecj-13829	82	3	continuous	continuous	ADJ
ecj-13829	82	4	variables	variable	NOUN
ecj-13829	82	5	in	in	ADP
ecj-13829	82	6	the	the	DET
ecj-13829	82	7	study	study	NOUN
ecj-13829	82	8	were	be	AUX
ecj-13829	82	9	reported	report	VERB
ecj-13829	82	10	as	as	ADP
ecj-13829	82	11	median	median	NOUN
ecj-13829	82	12	and	and	CCONJ
ecj-13829	82	13	interquartile	interquartile	ADJ
ecj-13829	82	14	range	range	NOUN
ecj-13829	82	15	(	(	PUNCT
ecj-13829	82	16	iqr	iqr	NOUN
ecj-13829	82	17	)	)	PUNCT
ecj-13829	82	18	or	or	CCONJ
ecj-13829	82	19	as	as	ADV
ecj-13829	82	20	mean	mean	ADJ
ecj-13829	82	21	and	and	CCONJ
ecj-13829	82	22	standard	standard	ADJ
ecj-13829	82	23	deviation	deviation	NOUN
ecj-13829	82	24	(	(	PUNCT
ecj-13829	82	25	sd	sd	NOUN
ecj-13829	82	26	)	)	PUNCT
ecj-13829	82	27	,	,	PUNCT
ecj-13829	82	28	depending	depend	VERB
ecj-13829	82	29	on	on	ADP
ecj-13829	82	30	their	their	PRON
ecj-13829	82	31	distribution	distribution	NOUN
ecj-13829	82	32	.	.	PUNCT
ecj-13829	83	1	categorical	categorical	ADJ
ecj-13829	83	2	variables	variable	NOUN
ecj-13829	83	3	were	be	AUX
ecj-13829	83	4	presented	present	VERB
ecj-13829	83	5	as	as	ADP
ecj-13829	83	6	counts	count	NOUN
ecj-13829	83	7	and	and	CCONJ
ecj-13829	83	8	percentages	percentage	NOUN
ecj-13829	83	9	.	.	PUNCT
ecj-13829	84	1	univariate	univariate	ADJ
ecj-13829	84	2	comparisons	comparison	NOUN
ecj-13829	84	3	were	be	AUX
ecj-13829	84	4	conducted	conduct	VERB
ecj-13829	84	5	using	use	VERB
ecj-13829	84	6	the	the	DET
ecj-13829	84	7	chi	chi	ADJ
ecj-13829	84	8	-	-	PUNCT
ecj-13829	84	9	square	square	ADJ
ecj-13829	84	10	test	test	NOUN
ecj-13829	84	11	,	,	PUNCT
ecj-13829	84	12	mann	mann	PROPN
ecj-13829	84	13	-	-	PUNCT
ecj-13829	84	14	whitney	whitney	PROPN
ecj-13829	84	15	u	u	PROPN
ecj-13829	84	16	test	test	NOUN
ecj-13829	84	17	,	,	PUNCT
ecj-13829	84	18	or	or	CCONJ
ecj-13829	84	19	student	student	NOUN
ecj-13829	84	20	’s	’s	PART
ecj-13829	84	21	t	t	PROPN
ecj-13829	84	22	-	-	PUNCT
ecj-13829	84	23	test	test	NOUN
ecj-13829	84	24	,	,	PUNCT
ecj-13829	84	25	as	as	ADP
ecj-13829	84	26	appropriate	appropriate	ADJ
ecj-13829	84	27	.	.	PUNCT
ecj-13829	85	1	chatgpt	chatgpt	NOUN
ecj-13829	85	2	’s	’s	PART
ecj-13829	85	3	performance	performance	NOUN
ecj-13829	85	4	was	be	AUX
ecj-13829	85	5	evaluated	evaluate	VERB
ecj-13829	85	6	using	use	VERB
ecj-13829	85	7	2x2	2x2	NUM
ecj-13829	85	8	contingency	contingency	NOUN
ecj-13829	85	9	tables	table	NOUN
ecj-13829	85	10	,	,	PUNCT
ecj-13829	85	11	comparing	compare	VERB
ecj-13829	85	12	the	the	DET
ecj-13829	85	13	actual	actual	ADJ
ecj-13829	85	14	mace	mace	NOUN
ecj-13829	85	15	diagnoses	diagnose	VERB
ecj-13829	85	16	with	with	ADP
ecj-13829	85	17	those	those	DET
ecj-13829	85	18	patients	patient	NOUN
ecj-13829	85	19	identified	identify	VERB
ecj-13829	85	20	by	by	ADP
ecj-13829	85	21	chatgpt	chatgpt	NOUN
ecj-13829	85	22	as	as	ADP
ecj-13829	85	23	having	have	VERB
ecj-13829	85	24	mace	mace	NOUN
ecj-13829	85	25	across	across	ADP
ecj-13829	85	26	all	all	DET
ecj-13829	85	27	three	three	NUM
ecj-13829	85	28	study	study	NOUN
ecj-13829	85	29	phases	phase	NOUN
ecj-13829	85	30	.	.	PUNCT
ecj-13829	86	1	sensitivity	sensitivity	NOUN
ecj-13829	86	2	,	,	PUNCT
ecj-13829	86	3	specificity	specificity	NOUN
ecj-13829	86	4	,	,	PUNCT
ecj-13829	86	5	negative	negative	ADJ
ecj-13829	86	6	predictive	predictive	ADJ
ecj-13829	86	7	value	value	NOUN
ecj-13829	86	8	(	(	PUNCT
ecj-13829	86	9	npv	npv	NOUN
ecj-13829	86	10	)	)	PUNCT
ecj-13829	86	11	,	,	PUNCT
ecj-13829	86	12	and	and	CCONJ
ecj-13829	86	13	positive	positive	ADJ
ecj-13829	86	14	predictive	predictive	ADJ
ecj-13829	86	15	value	value	NOUN
ecj-13829	86	16	(	(	PUNCT
ecj-13829	86	17	ppv	ppv	NOUN
ecj-13829	86	18	)	)	PUNCT
ecj-13829	86	19	were	be	AUX
ecj-13829	86	20	reported	report	VERB
ecj-13829	86	21	with	with	ADP
ecj-13829	86	22	their	their	PRON
ecj-13829	86	23	95	95	NUM
ecj-13829	86	24	%	%	NOUN
ecj-13829	86	25	confidence	confidence	NOUN
ecj-13829	86	26	intervals	interval	NOUN
ecj-13829	86	27	(	(	PUNCT
ecj-13829	86	28	95	95	NUM
ecj-13829	86	29	%	%	NOUN
ecj-13829	86	30	ci	ci	NOUN
ecj-13829	86	31	)	)	PUNCT
ecj-13829	86	32	.	.	PUNCT
ecj-13829	87	1	the	the	DET
ecj-13829	87	2	severity	severity	NOUN
ecj-13829	87	3	assigned	assign	VERB
ecj-13829	87	4	by	by	ADP
ecj-13829	87	5	chatgpt	chatgpt	NOUN
ecj-13829	87	6	to	to	ADP
ecj-13829	87	7	each	each	DET
ecj-13829	87	8	patient	patient	NOUN
ecj-13829	87	9	was	be	AUX
ecj-13829	87	10	analyzed	analyze	VERB
ecj-13829	87	11	using	use	VERB
ecj-13829	87	12	contingency	contingency	NOUN
ecj-13829	87	13	tables	table	NOUN
ecj-13829	87	14	.	.	PUNCT
ecj-13829	88	1	the	the	DET
ecj-13829	88	2	percentage	percentage	NOUN
ecj-13829	88	3	risk	risk	NOUN
ecj-13829	88	4	assigned	assign	VERB
ecj-13829	88	5	by	by	ADP
ecj-13829	88	6	chatgpt	chatgpt	NOUN
ecj-13829	88	7	across	across	ADP
ecj-13829	88	8	the	the	DET
ecj-13829	88	9	three	three	NUM
ecj-13829	88	10	study	study	NOUN
ecj-13829	88	11	phases	phase	NOUN
ecj-13829	88	12	was	be	AUX
ecj-13829	88	13	used	use	VERB
ecj-13829	88	14	to	to	PART
ecj-13829	88	15	assess	assess	VERB
ecj-13829	88	16	its	its	PRON
ecj-13829	88	17	predictive	predictive	ADJ
ecj-13829	88	18	ability	ability	NOUN
ecj-13829	88	19	against	against	ADP
ecj-13829	88	20	actual	actual	ADJ
ecj-13829	88	21	mace	mace	NOUN
ecj-13829	88	22	outcomes	outcome	NOUN
ecj-13829	88	23	using	use	VERB
ecj-13829	88	24	receiver	receiver	NOUN
ecj-13829	88	25	operating	operate	VERB
ecj-13829	88	26	characteristic	characteristic	NOUN
ecj-13829	88	27	(	(	PUNCT
ecj-13829	88	28	roc	roc	NOUN
ecj-13829	88	29	)	)	PUNCT
ecj-13829	88	30	curves	curve	NOUN
ecj-13829	88	31	,	,	PUNCT
ecj-13829	88	32	which	which	PRON
ecj-13829	88	33	were	be	AUX
ecj-13829	88	34	reported	report	VERB
ecj-13829	88	35	with	with	ADP
ecj-13829	88	36	their	their	PRON
ecj-13829	88	37	95	95	NUM
ecj-13829	88	38	%	%	NOUN
ecj-13829	88	39	ci	ci	NOUN
ecj-13829	88	40	.	.	PUNCT
ecj-13829	89	1	finally	finally	ADV
ecj-13829	89	2	,	,	PUNCT
ecj-13829	89	3	the	the	DET
ecj-13829	89	4	clinical	clinical	ADJ
ecj-13829	89	5	utility	utility	NOUN
ecj-13829	89	6	of	of	ADP
ecj-13829	89	7	chatgpt	chatgpt	NOUN
ecj-13829	89	8	at	at	ADP
ecj-13829	89	9	each	each	DET
ecj-13829	89	10	study	study	NOUN
ecj-13829	89	11	phase	phase	NOUN
ecj-13829	89	12	was	be	AUX
ecj-13829	89	13	analyzed	analyze	VERB
ecj-13829	89	14	using	use	VERB
ecj-13829	89	15	decision	decision	NOUN
ecj-13829	89	16	curve	curve	NOUN
ecj-13829	89	17	analysis	analysis	NOUN
ecj-13829	89	18	(	(	PUNCT
ecj-13829	89	19	dca	dca	PROPN
ecj-13829	89	20	)	)	PUNCT
ecj-13829	89	21	.	.	PUNCT
ecj-13829	90	1	dca	dca	PROPN
ecj-13829	90	2	is	be	AUX
ecj-13829	90	3	used	use	VERB
ecj-13829	90	4	to	to	PART
ecj-13829	90	5	assess	assess	VERB
ecj-13829	90	6	the	the	DET
ecj-13829	90	7	practical	practical	ADJ
ecj-13829	90	8	utility	utility	NOUN
ecj-13829	90	9	of	of	ADP
ecj-13829	90	10	a	a	DET
ecj-13829	90	11	tool	tool	NOUN
ecj-13829	90	12	in	in	ADP
ecj-13829	90	13	clinical	clinical	ADJ
ecj-13829	90	14	settings	setting	NOUN
ecj-13829	90	15	by	by	ADP
ecj-13829	90	16	comparing	compare	VERB
ecj-13829	90	17	it	it	PRON
ecj-13829	90	18	to	to	ADP
ecj-13829	90	19	two	two	NUM
ecj-13829	90	20	opposing	opposing	ADJ
ecj-13829	90	21	strategies	strategy	NOUN
ecj-13829	90	22	and	and	CCONJ
ecj-13829	90	23	evaluating	evaluate	VERB
ecj-13829	90	24	net	net	ADJ
ecj-13829	90	25	clinical	clinical	ADJ
ecj-13829	90	26	benefit	benefit	NOUN
ecj-13829	90	27	across	across	ADP
ecj-13829	90	28	varying	vary	VERB
ecj-13829	90	29	threshold	threshold	NOUN
ecj-13829	90	30	probabilities	probability	NOUN
ecj-13829	90	31	.	.	PUNCT
ecj-13829	91	1	results	result	NOUN
ecj-13829	91	2	with	with	ADP
ecj-13829	91	3	p<0.05	p<0.05	NOUN
ecj-13829	91	4	were	be	AUX
ecj-13829	91	5	considered	consider	VERB
ecj-13829	91	6	statistically	statistically	ADV
ecj-13829	91	7	significant	significant	ADJ
ecj-13829	91	8	.	.	PUNCT
ecj-13829	92	1	all	all	DET
ecj-13829	92	2	analyses	analysis	NOUN
ecj-13829	92	3	were	be	AUX
ecj-13829	92	4	conducted	conduct	VERB
ecj-13829	92	5	using	use	VERB
ecj-13829	92	6	stata	stata	NOUN
ecj-13829	92	7	16.1	16.1	NUM
ecj-13829	92	8	statistical	statistical	ADJ
ecj-13829	92	9	software	software	NOUN
ecj-13829	92	10	(	(	PUNCT
ecj-13829	92	11	statacorp	statacorp	PROPN
ecj-13829	92	12	.	.	PROPN
ecj-13829	92	13	college	college	NOUN
ecj-13829	92	14	station	station	NOUN
ecj-13829	92	15	,	,	PUNCT
ecj-13829	92	16	texas	texas	PROPN
ecj-13829	92	17	:	:	PUNCT
ecj-13829	92	18	statacorp	statacorp	PROPN
ecj-13829	92	19	llc	llc	PROPN
ecj-13829	92	20	)	)	PUNCT
ecj-13829	92	21	.	.	PUNCT
ecj-13829	93	1	ethical	ethical	ADJ
ecj-13829	93	2	consideration	consideration	NOUN
ecj-13829	93	3	the	the	DET
ecj-13829	93	4	study	study	NOUN
ecj-13829	93	5	was	be	AUX
ecj-13829	93	6	approved	approve	VERB
ecj-13829	93	7	by	by	ADP
ecj-13829	93	8	the	the	DET
ecj-13829	93	9	local	local	ADJ
ecj-13829	93	10	ethics	ethic	NOUN
ecj-13829	93	11	committee	committee	PROPN
ecj-13829	93	12	(	(	PUNCT
ecj-13829	93	13	comitato	comitato	PROPN
ecj-13829	93	14	etico	etico	PROPN
ecj-13829	93	15	territoriale	territoriale	PROPN
ecj-13829	93	16	della	della	PROPN
ecj-13829	93	17	provincia	provincia	PROPN
ecj-13829	93	18	autonoma	autonoma	NOUN
ecj-13829	93	19	di	di	X
ecj-13829	93	20	trento	trento	PROPN
ecj-13829	93	21	per	per	X
ecj-13829	93	22	le	le	X
ecj-13829	93	23	sperimentazioni	sperimentazioni	ADV
ecj-13829	93	24	clinche	clinche	PROPN
ecj-13829	93	25	,	,	PUNCT
ecj-13829	93	26	trento	trento	PROPN
ecj-13829	93	27	,	,	PUNCT
ecj-13829	93	28	italia	italia	PROPN
ecj-13829	93	29	,	,	PUNCT
ecj-13829	93	30	approval	approval	NOUN
ecj-13829	93	31	number	number	NOUN
ecj-13829	93	32	02/2024	02/2024	NUM
ecj-13829	93	33	)	)	PUNCT
ecj-13829	93	34	and	and	CCONJ
ecj-13829	93	35	was	be	AUX
ecj-13829	93	36	conducted	conduct	VERB
ecj-13829	93	37	according	accord	VERB
ecj-13829	93	38	to	to	ADP
ecj-13829	93	39	the	the	DET
ecj-13829	93	40	declaration	declaration	NOUN
ecj-13829	93	41	of	of	ADP
ecj-13829	93	42	helsinki	helsinki	PROPN
ecj-13829	93	43	,	,	PUNCT
ecj-13829	93	44	adhering	adhere	VERB
ecj-13829	93	45	to	to	ADP
ecj-13829	93	46	the	the	DET
ecj-13829	93	47	ethical	ethical	ADJ
ecj-13829	93	48	principles	principle	NOUN
ecj-13829	93	49	for	for	ADP
ecj-13829	93	50	medical	medical	ADJ
ecj-13829	93	51	research	research	NOUN
ecj-13829	93	52	involving	involve	VERB
ecj-13829	93	53	human	human	ADJ
ecj-13829	93	54	subjects	subject	NOUN
ecj-13829	93	55	.	.	PUNCT
ecj-13829	94	1	results	result	NOUN
ecj-13829	94	2	during	during	ADP
ecj-13829	94	3	the	the	DET
ecj-13829	94	4	study	study	NOUN
ecj-13829	94	5	period	period	NOUN
ecj-13829	94	6	,	,	PUNCT
ecj-13829	94	7	178	178	NUM
ecj-13829	94	8	patients	patient	NOUN
ecj-13829	94	9	with	with	ADP
ecj-13829	94	10	chest	chest	NOUN
ecj-13829	94	11	pain	pain	NOUN
ecj-13829	94	12	were	be	AUX
ecj-13829	94	13	enrolled	enrol	VERB
ecj-13829	94	14	.	.	PUNCT
ecj-13829	95	1	of	of	ADP
ecj-13829	95	2	these	these	PRON
ecj-13829	95	3	,	,	PUNCT
ecj-13829	95	4	12.9	12.9	NUM
ecj-13829	95	5	%	%	NOUN
ecj-13829	95	6	(	(	PUNCT
ecj-13829	95	7	23/178	23/178	NOUN
ecj-13829	95	8	)	)	PUNCT
ecj-13829	95	9	experienced	experience	VERB
ecj-13829	95	10	a	a	DET
ecj-13829	95	11	mace	mace	NOUN
ecj-13829	95	12	,	,	PUNCT
ecj-13829	95	13	while	while	SCONJ
ecj-13829	95	14	the	the	DET
ecj-13829	95	15	remaining	remain	VERB
ecj-13829	95	16	87.1	87.1	NUM
ecj-13829	95	17	%	%	NOUN
ecj-13829	95	18	(	(	PUNCT
ecj-13829	95	19	155/178	155/178	NUM
ecj-13829	95	20	)	)	PUNCT
ecj-13829	95	21	did	do	VERB
ecj-13829	95	22	not	not	PART
ecj-13829	95	23	.	.	PUNCT
ecj-13829	96	1	the	the	DET
ecj-13829	96	2	clinical	clinical	ADJ
ecj-13829	96	3	and	and	CCONJ
ecj-13829	96	4	historical	historical	ADJ
ecj-13829	96	5	characteristics	characteristic	NOUN
ecj-13829	96	6	of	of	ADP
ecj-13829	96	7	the	the	DET
ecj-13829	96	8	patients	patient	NOUN
ecj-13829	96	9	are	be	AUX
ecj-13829	96	10	detailed	detail	VERB
ecj-13829	96	11	in	in	ADP
ecj-13829	96	12	table	table	NOUN
ecj-13829	96	13	1	1	NUM
ecj-13829	96	14	.	.	PUNCT
ecj-13829	96	15	as	as	SCONJ
ecj-13829	96	16	shown	show	VERB
ecj-13829	96	17	in	in	ADP
ecj-13829	96	18	table	table	NOUN
ecj-13829	96	19	1	1	NUM
ecj-13829	96	20	,	,	PUNCT
ecj-13829	96	21	there	there	PRON
ecj-13829	96	22	were	be	VERB
ecj-13829	96	23	no	no	DET
ecj-13829	96	24	significant	significant	ADJ
ecj-13829	96	25	imbalances	imbalance	NOUN
ecj-13829	96	26	in	in	ADP
ecj-13829	96	27	clinical	clinical	ADJ
ecj-13829	96	28	or	or	CCONJ
ecj-13829	96	29	historical	historical	ADJ
ecj-13829	96	30	characteristics	characteristic	NOUN
ecj-13829	96	31	between	between	ADP
ecj-13829	96	32	the	the	DET
ecj-13829	96	33	two	two	NUM
ecj-13829	96	34	groups	group	NOUN
ecj-13829	96	35	.	.	PUNCT
ecj-13829	97	1	however	however	ADV
ecj-13829	97	2	,	,	PUNCT
ecj-13829	97	3	an	an	DET
ecj-13829	97	4	ecg	ecg	PROPN
ecj-13829	97	5	identified	identify	VERB
ecj-13829	97	6	as	as	ADP
ecj-13829	97	7	abnormal	abnormal	ADJ
ecj-13829	97	8	by	by	ADP
ecj-13829	97	9	the	the	DET
ecj-13829	97	10	ed	ed	NOUN
ecj-13829	97	11	physician	physician	NOUN
ecj-13829	97	12	and	and	CCONJ
ecj-13829	97	13	a	a	DET
ecj-13829	97	14	higher	high	ADJ
ecj-13829	97	15	heart	heart	NOUN
ecj-13829	97	16	score	score	NOUN
ecj-13829	97	17	were	be	AUX
ecj-13829	97	18	more	more	ADV
ecj-13829	97	19	frequently	frequently	ADV
ecj-13829	97	20	observed	observe	VERB
ecj-13829	97	21	in	in	ADP
ecj-13829	97	22	patients	patient	NOUN
ecj-13829	97	23	who	who	PRON
ecj-13829	97	24	experienced	experience	VERB
ecj-13829	97	25	a	a	DET
ecj-13829	97	26	mace	mace	NOUN
ecj-13829	97	27	compared	compare	VERB
ecj-13829	97	28	to	to	ADP
ecj-13829	97	29	those	those	PRON
ecj-13829	97	30	who	who	PRON
ecj-13829	97	31	did	do	VERB
ecj-13829	97	32	not	not	PART
ecj-13829	97	33	.	.	PUNCT
ecj-13829	98	1	table	table	NOUN
ecj-13829	98	2	2	2	NUM
ecj-13829	98	3	presents	present	VERB
ecj-13829	98	4	the	the	DET
ecj-13829	98	5	2x2	2x2	NUM
ecj-13829	98	6	contingency	contingency	NOUN
ecj-13829	98	7	tables	table	NOUN
ecj-13829	98	8	where	where	SCONJ
ecj-13829	98	9	chatgpt	chatgpt	NOUN
ecj-13829	98	10	was	be	AUX
ecj-13829	98	11	tasked	task	VERB
ecj-13829	98	12	with	with	ADP
ecj-13829	98	13	identifying	identify	VERB
ecj-13829	98	14	patients	patient	NOUN
ecj-13829	98	15	at	at	ADP
ecj-13829	98	16	risk	risk	NOUN
ecj-13829	98	17	for	for	ADP
ecj-13829	98	18	mace	mace	NOUN
ecj-13829	98	19	.	.	PUNCT
ecj-13829	99	1	as	as	SCONJ
ecj-13829	99	2	reported	report	VERB
ecj-13829	99	3	in	in	ADP
ecj-13829	99	4	table	table	NOUN
ecj-13829	99	5	2	2	NUM
ecj-13829	99	6	,	,	PUNCT
ecj-13829	99	7	during	during	ADP
ecj-13829	99	8	the	the	DET
ecj-13829	99	9	initial	initial	ADJ
ecj-13829	99	10	evaluation	evaluation	NOUN
ecj-13829	99	11	,	,	PUNCT
ecj-13829	99	12	where	where	SCONJ
ecj-13829	99	13	only	only	ADV
ecj-13829	99	14	clinical	clinical	ADJ
ecj-13829	99	15	history	history	NOUN
ecj-13829	99	16	and	and	CCONJ
ecj-13829	99	17	an	an	DET
ecj-13829	99	18	already	already	ADV
ecj-13829	99	19	-	-	PUNCT
ecj-13829	99	20	interpreted	interpret	VERB
ecj-13829	99	21	ecg	ecg	PROPN
ecj-13829	99	22	were	be	AUX
ecj-13829	99	23	available	available	ADJ
ecj-13829	99	24	,	,	PUNCT
ecj-13829	99	25	chatgpt	chatgpt	NOUN
ecj-13829	99	26	demonstrated	demonstrate	VERB
ecj-13829	99	27	high	high	ADJ
ecj-13829	99	28	specificity	specificity	NOUN
ecj-13829	99	29	(	(	PUNCT
ecj-13829	99	30	70.9	70.9	NUM
ecj-13829	99	31	%	%	NOUN
ecj-13829	99	32	;	;	PUNCT
ecj-13829	99	33	95	95	NUM
ecj-13829	99	34	%	%	NOUN
ecj-13829	99	35	ci	ci	NOUN
ecj-13829	99	36	:	:	PUNCT
ecj-13829	99	37	64.3	64.3	NUM
ecj-13829	99	38	-	-	SYM
ecj-13829	99	39	77.6	77.6	NUM
ecj-13829	99	40	)	)	PUNCT
ecj-13829	99	41	and	and	CCONJ
ecj-13829	99	42	a	a	DET
ecj-13829	99	43	high	high	ADJ
ecj-13829	99	44	negative	negative	ADJ
ecj-13829	99	45	predictive	predictive	ADJ
ecj-13829	99	46	value	value	NOUN
ecj-13829	99	47	(	(	PUNCT
ecj-13829	99	48	npv	npv	NOUN
ecj-13829	99	49	)	)	PUNCT
ecj-13829	99	50	(	(	PUNCT
ecj-13829	99	51	91.7	91.7	NUM
ecj-13829	99	52	%	%	NOUN
ecj-13829	99	53	;	;	PUNCT
ecj-13829	99	54	95	95	NUM
ecj-13829	99	55	%	%	NOUN
ecj-13829	99	56	ci	ci	NOUN
ecj-13829	99	57	:	:	PUNCT
ecj-13829	99	58	87.695.7	87.695.7	NUM
ecj-13829	99	59	)	)	PUNCT
ecj-13829	99	60	.	.	PUNCT
ecj-13829	100	1	however	however	ADV
ecj-13829	100	2	,	,	PUNCT
ecj-13829	100	3	this	this	PRON
ecj-13829	100	4	was	be	AUX
ecj-13829	100	5	at	at	ADP
ecj-13829	100	6	the	the	DET
ecj-13829	100	7	expense	expense	NOUN
ecj-13829	100	8	of	of	ADP
ecj-13829	100	9	lower	low	ADJ
ecj-13829	100	10	sensitivity	sensitivity	NOUN
ecj-13829	100	11	(	(	PUNCT
ecj-13829	100	12	56.5	56.5	NUM
ecj-13829	100	13	%	%	NOUN
ecj-13829	100	14	;	;	PUNCT
ecj-13829	100	15	95	95	NUM
ecj-13829	100	16	%	%	NOUN
ecj-13829	100	17	ci	ci	NOUN
ecj-13829	100	18	:	:	PUNCT
ecj-13829	100	19	49.2	49.2	NUM
ecj-13829	100	20	-	-	SYM
ecj-13829	100	21	63.8	63.8	NUM
ecj-13829	100	22	)	)	PUNCT
ecj-13829	100	23	and	and	CCONJ
ecj-13829	100	24	positive	positive	ADJ
ecj-13829	100	25	predictive	predictive	ADJ
ecj-13829	100	26	value	value	NOUN
ecj-13829	100	27	(	(	PUNCT
ecj-13829	100	28	ppv	ppv	NOUN
ecj-13829	100	29	)	)	PUNCT
ecj-13829	100	30	(	(	PUNCT
ecj-13829	100	31	22.4	22.4	NUM
ecj-13829	100	32	%	%	NOUN
ecj-13829	100	33	;	;	PUNCT
ecj-13829	100	34	95	95	NUM
ecj-13829	100	35	%	%	NOUN
ecj-13829	100	36	ci	ci	NOUN
ecj-13829	100	37	:	:	PUNCT
ecj-13829	100	38	16.3	16.3	NUM
ecj-13829	100	39	-	-	SYM
ecj-13829	100	40	28.5	28.5	NUM
ecj-13829	100	41	)	)	PUNCT
ecj-13829	100	42	.	.	PUNCT
ecj-13829	101	1	following	follow	VERB
ecj-13829	101	2	the	the	DET
ecj-13829	101	3	second	second	ADJ
ecj-13829	101	4	and	and	CCONJ
ecj-13829	101	5	third	third	ADJ
ecj-13829	101	6	evaluations	evaluation	NOUN
ecj-13829	101	7	,	,	PUNCT
ecj-13829	101	8	which	which	PRON
ecj-13829	101	9	incorporated	incorporate	VERB
ecj-13829	101	10	the	the	DET
ecj-13829	101	11	results	result	NOUN
ecj-13829	101	12	of	of	ADP
ecj-13829	101	13	the	the	DET
ecj-13829	101	14	first	first	ADJ
ecj-13829	101	15	and	and	CCONJ
ecj-13829	101	16	second	second	ADJ
ecj-13829	101	17	troponin	troponin	ADJ
ecj-13829	101	18	tests	test	NOUN
ecj-13829	101	19	,	,	PUNCT
ecj-13829	101	20	chatgpt	chatgpt	NOUN
ecj-13829	101	21	demonstrated	demonstrate	VERB
ecj-13829	101	22	improved	improved	ADJ
ecj-13829	101	23	sensitivity	sensitivity	NOUN
ecj-13829	101	24	(	(	PUNCT
ecj-13829	101	25	82.6	82.6	NUM
ecj-13829	101	26	%	%	NOUN
ecj-13829	101	27	;	;	PUNCT
ecj-13829	101	28	95	95	NUM
ecj-13829	101	29	%	%	NOUN
ecj-13829	101	30	ci	ci	NOUN
ecj-13829	101	31	:	:	PUNCT
ecj-13829	101	32	77.088.2	77.088.2	NUM
ecj-13829	101	33	)	)	PUNCT
ecj-13829	101	34	and	and	CCONJ
ecj-13829	101	35	npv	npv	PROPN
ecj-13829	101	36	(	(	PUNCT
ecj-13829	101	37	95.6	95.6	NUM
ecj-13829	101	38	%	%	NOUN
ecj-13829	101	39	;	;	PUNCT
ecj-13829	101	40	95	95	NUM
ecj-13829	101	41	%	%	NOUN
ecj-13829	101	42	ci	ci	NOUN
ecj-13829	101	43	:	:	PUNCT
ecj-13829	101	44	92.6	92.6	NUM
ecj-13829	101	45	-	-	SYM
ecj-13829	101	46	98.6	98.6	NUM
ecj-13829	101	47	)	)	PUNCT
ecj-13829	101	48	,	,	PUNCT
ecj-13829	101	49	though	though	SCONJ
ecj-13829	101	50	with	with	ADP
ecj-13829	101	51	decreased	decrease	VERB
ecj-13829	101	52	specificity	specificity	NOUN
ecj-13829	101	53	(	(	PUNCT
ecj-13829	101	54	56.1	56.1	NUM
ecj-13829	101	55	%	%	NOUN
ecj-13829	101	56	;	;	PUNCT
ecj-13829	101	57	95	95	NUM
ecj-13829	101	58	%	%	NOUN
ecj-13829	101	59	ci	ci	NOUN
ecj-13829	101	60	:	:	PUNCT
ecj-13829	101	61	48.8	48.8	NUM
ecj-13829	101	62	-	-	SYM
ecj-13829	101	63	63.4	63.4	NUM
ecj-13829	101	64	)	)	PUNCT
ecj-13829	101	65	and	and	CCONJ
ecj-13829	101	66	ppv	ppv	NOUN
ecj-13829	101	67	(	(	PUNCT
ecj-13829	101	68	21.8	21.8	NUM
ecj-13829	101	69	%	%	NOUN
ecj-13829	101	70	;	;	PUNCT
ecj-13829	101	71	95	95	NUM
ecj-13829	101	72	%	%	NOUN
ecj-13829	101	73	ci	ci	NOUN
ecj-13829	101	74	:	:	PUNCT
ecj-13829	101	75	15.8	15.8	NUM
ecj-13829	101	76	-	-	SYM
ecj-13829	101	77	27.9	27.9	NUM
ecj-13829	101	78	)	)	PUNCT
ecj-13829	101	79	.	.	PUNCT
ecj-13829	102	1	chatgpt	chatgpt	NOUN
ecj-13829	102	2	’s	’s	PART
ecj-13829	102	3	ability	ability	NOUN
ecj-13829	102	4	to	to	PART
ecj-13829	102	5	distinguish	distinguish	VERB
ecj-13829	102	6	between	between	ADP
ecj-13829	102	7	more	more	ADJ
ecj-13829	102	8	and	and	CCONJ
ecj-13829	102	9	less	less	ADV
ecj-13829	102	10	severe	severe	ADJ
ecj-13829	102	11	cases	case	NOUN
ecj-13829	102	12	is	be	AUX
ecj-13829	102	13	detailed	detail	VERB
ecj-13829	102	14	in	in	ADP
ecj-13829	102	15	table	table	NOUN
ecj-13829	102	16	3	3	NUM
ecj-13829	102	17	.	.	PUNCT
ecj-13829	102	18	table	table	NOUN
ecj-13829	102	19	3	3	NUM
ecj-13829	102	20	shows	show	VERB
ecj-13829	102	21	that	that	SCONJ
ecj-13829	102	22	in	in	ADP
ecj-13829	102	23	the	the	DET
ecj-13829	102	24	first	first	ADJ
ecj-13829	102	25	article	article	NOUN
ecj-13829	102	26	[	[	X
ecj-13829	102	27	page	page	NOUN
ecj-13829	102	28	18	18	NUM
ecj-13829	102	29	]	]	PUNCT
ecj-13829	102	30	[	[	X
ecj-13829	102	31	emergency	emergency	NOUN
ecj-13829	102	32	care	care	NOUN
ecj-13829	102	33	journal	journal	NOUN
ecj-13829	102	34	2025	2025	NUM
ecj-13829	102	35	;	;	PUNCT
ecj-13829	102	36	21:13829	21:13829	NUM
ecj-13829	102	37	]	]	X
ecj-13829	102	38	phase	phase	NOUN
ecj-13829	102	39	,	,	PUNCT
ecj-13829	102	40	chatgpt	chatgpt	NOUN
ecj-13829	102	41	classified	classify	VERB
ecj-13829	102	42	43.5	43.5	NUM
ecj-13829	102	43	%	%	NOUN
ecj-13829	102	44	(	(	PUNCT
ecj-13829	102	45	10/23	10/23	NUM
ecj-13829	102	46	)	)	PUNCT
ecj-13829	102	47	of	of	ADP
ecj-13829	102	48	patients	patient	NOUN
ecj-13829	102	49	who	who	PRON
ecj-13829	102	50	eventually	eventually	ADV
ecj-13829	102	51	experienced	experience	VERB
ecj-13829	102	52	a	a	DET
ecj-13829	102	53	mace	mace	NOUN
ecj-13829	102	54	as	as	ADP
ecj-13829	102	55	non	non	ADJ
ecj-13829	102	56	-	-	ADJ
ecj-13829	102	57	urgent	urgent	ADJ
ecj-13829	102	58	.	.	PUNCT
ecj-13829	103	1	however	however	ADV
ecj-13829	103	2	,	,	PUNCT
ecj-13829	103	3	after	after	ADP
ecj-13829	103	4	the	the	DET
ecj-13829	103	5	first	first	ADJ
ecj-13829	103	6	troponin	troponin	ADJ
ecj-13829	103	7	test	test	NOUN
ecj-13829	103	8	,	,	PUNCT
ecj-13829	103	9	only	only	ADV
ecj-13829	103	10	17.4	17.4	NUM
ecj-13829	103	11	%	%	NOUN
ecj-13829	103	12	(	(	PUNCT
ecj-13829	103	13	4/23	4/23	NUM
ecj-13829	103	14	)	)	PUNCT
ecj-13829	103	15	of	of	ADP
ecj-13829	103	16	patients	patient	NOUN
ecj-13829	103	17	with	with	ADP
ecj-13829	103	18	a	a	DET
ecj-13829	103	19	mace	mace	NOUN
ecj-13829	103	20	were	be	AUX
ecj-13829	103	21	classified	classify	VERB
ecj-13829	103	22	as	as	ADP
ecj-13829	103	23	non	non	ADJ
ecj-13829	103	24	-	-	ADJ
ecj-13829	103	25	urgent	urgent	ADJ
ecj-13829	103	26	.	.	PUNCT
ecj-13829	104	1	even	even	ADV
ecj-13829	104	2	after	after	ADV
ecj-13829	104	3	all	all	DET
ecj-13829	104	4	available	available	ADJ
ecj-13829	104	5	information	information	NOUN
ecj-13829	104	6	was	be	AUX
ecj-13829	104	7	considered	consider	VERB
ecj-13829	104	8	,	,	PUNCT
ecj-13829	104	9	17.4	17.4	NUM
ecj-13829	104	10	%	%	NOUN
ecj-13829	104	11	(	(	PUNCT
ecj-13829	104	12	4/23	4/23	NUM
ecj-13829	104	13	)	)	PUNCT
ecj-13829	104	14	of	of	ADP
ecj-13829	104	15	patients	patient	NOUN
ecj-13829	104	16	with	with	ADP
ecj-13829	104	17	a	a	DET
ecj-13829	104	18	mace	mace	NOUN
ecj-13829	104	19	continued	continue	VERB
ecj-13829	104	20	to	to	PART
ecj-13829	104	21	be	be	AUX
ecj-13829	104	22	categorized	categorize	VERB
ecj-13829	104	23	as	as	ADP
ecj-13829	104	24	non	non	ADJ
ecj-13829	104	25	-	-	ADJ
ecj-13829	104	26	urgent	urgent	ADJ
ecj-13829	104	27	.	.	PUNCT
ecj-13829	105	1	conversely	conversely	ADV
ecj-13829	105	2	,	,	PUNCT
ecj-13829	105	3	among	among	ADP
ecj-13829	105	4	patients	patient	NOUN
ecj-13829	105	5	who	who	PRON
ecj-13829	105	6	did	do	AUX
ecj-13829	105	7	not	not	PART
ecj-13829	105	8	experience	experience	VERB
ecj-13829	105	9	a	a	DET
ecj-13829	105	10	mace	mace	NOUN
ecj-13829	105	11	,	,	PUNCT
ecj-13829	105	12	changes	change	NOUN
ecj-13829	105	13	in	in	ADP
ecj-13829	105	14	urgency	urgency	NOUN
ecj-13829	105	15	classification	classification	NOUN
ecj-13829	105	16	were	be	AUX
ecj-13829	105	17	also	also	ADV
ecj-13829	105	18	observed	observe	VERB
ecj-13829	105	19	across	across	ADP
ecj-13829	105	20	the	the	DET
ecj-13829	105	21	three	three	NUM
ecj-13829	105	22	study	study	NOUN
ecj-13829	105	23	phases	phase	NOUN
ecj-13829	105	24	.	.	PUNCT
ecj-13829	106	1	in	in	ADP
ecj-13829	106	2	the	the	DET
ecj-13829	106	3	initial	initial	ADJ
ecj-13829	106	4	phase	phase	NOUN
ecj-13829	106	5	,	,	PUNCT
ecj-13829	106	6	only	only	ADV
ecj-13829	106	7	10.9	10.9	NUM
ecj-13829	106	8	%	%	NOUN
ecj-13829	106	9	(	(	PUNCT
ecj-13829	106	10	17/155	17/155	NUM
ecj-13829	106	11	)	)	PUNCT
ecj-13829	106	12	of	of	ADP
ecj-13829	106	13	patients	patient	NOUN
ecj-13829	106	14	without	without	ADP
ecj-13829	106	15	mace	mace	NOUN
ecj-13829	106	16	were	be	AUX
ecj-13829	106	17	classified	classify	VERB
ecj-13829	106	18	as	as	ADP
ecj-13829	106	19	very	very	ADV
ecj-13829	106	20	urgent	urgent	ADJ
ecj-13829	106	21	.	.	PUNCT
ecj-13829	107	1	after	after	ADP
ecj-13829	107	2	the	the	DET
ecj-13829	107	3	second	second	ADJ
ecj-13829	107	4	evaluation	evaluation	NOUN
ecj-13829	107	5	,	,	PUNCT
ecj-13829	107	6	this	this	DET
ecj-13829	107	7	figure	figure	NOUN
ecj-13829	107	8	rose	rise	VERB
ecj-13829	107	9	to	to	ADP
ecj-13829	107	10	16.1	16.1	NUM
ecj-13829	107	11	%	%	NOUN
ecj-13829	107	12	(	(	PUNCT
ecj-13829	107	13	25/155	25/155	NUM
ecj-13829	107	14	)	)	PUNCT
ecj-13829	107	15	,	,	PUNCT
ecj-13829	107	16	and	and	CCONJ
ecj-13829	107	17	by	by	ADP
ecj-13829	107	18	the	the	DET
ecj-13829	107	19	third	third	ADJ
ecj-13829	107	20	evaluation	evaluation	NOUN
ecj-13829	107	21	,	,	PUNCT
ecj-13829	107	22	18.7	18.7	NUM
ecj-13829	107	23	%	%	NOUN
ecj-13829	107	24	(	(	PUNCT
ecj-13829	107	25	29/155	29/155	NUM
ecj-13829	107	26	)	)	PUNCT
ecj-13829	107	27	were	be	AUX
ecj-13829	107	28	categorized	categorize	VERB
ecj-13829	107	29	as	as	ADP
ecj-13829	107	30	very	very	ADV
ecj-13829	107	31	urgent	urgent	ADJ
ecj-13829	107	32	.	.	PUNCT
ecj-13829	108	1	additionally	additionally	ADV
ecj-13829	108	2	,	,	PUNCT
ecj-13829	108	3	chatgpt	chatgpt	NOUN
ecj-13829	108	4	was	be	AUX
ecj-13829	108	5	asked	ask	VERB
ecj-13829	108	6	to	to	PART
ecj-13829	108	7	estimate	estimate	VERB
ecj-13829	108	8	the	the	DET
ecj-13829	108	9	probability	probability	NOUN
ecj-13829	108	10	of	of	ADP
ecj-13829	108	11	a	a	DET
ecj-13829	108	12	mace	mace	NOUN
ecj-13829	108	13	on	on	ADP
ecj-13829	108	14	a	a	DET
ecj-13829	108	15	scale	scale	NOUN
ecj-13829	108	16	from	from	ADP
ecj-13829	108	17	0	0	NUM
ecj-13829	108	18	to	to	ADP
ecj-13829	108	19	100	100	NUM
ecj-13829	108	20	during	during	ADP
ecj-13829	108	21	each	each	PRON
ecj-13829	108	22	of	of	ADP
ecj-13829	108	23	the	the	DET
ecj-13829	108	24	three	three	NUM
ecj-13829	108	25	study	study	NOUN
ecj-13829	108	26	phases	phase	NOUN
ecj-13829	108	27	.	.	PUNCT
ecj-13829	109	1	the	the	DET
ecj-13829	109	2	predictive	predictive	ADJ
ecj-13829	109	3	ability	ability	NOUN
ecj-13829	109	4	of	of	ADP
ecj-13829	109	5	chatgpt	chatgpt	NOUN
ecj-13829	109	6	was	be	AUX
ecj-13829	109	7	assessed	assess	VERB
ecj-13829	109	8	using	use	VERB
ecj-13829	109	9	roc	roc	PROPN
ecj-13829	109	10	curves	curve	NOUN
ecj-13829	109	11	,	,	PUNCT
ecj-13829	109	12	as	as	SCONJ
ecj-13829	109	13	presented	present	VERB
ecj-13829	109	14	in	in	ADP
ecj-13829	109	15	figure	figure	NOUN
ecj-13829	109	16	1	1	NUM
ecj-13829	109	17	.	.	PUNCT
ecj-13829	110	1	chatgpt	chatgpt	NOUN
ecj-13829	110	2	’s	’s	PART
ecj-13829	110	3	predictive	predictive	ADJ
ecj-13829	110	4	ability	ability	NOUN
ecj-13829	110	5	improved	improve	VERB
ecj-13829	110	6	significantly	significantly	ADV
ecj-13829	110	7	over	over	ADP
ecj-13829	110	8	the	the	DET
ecj-13829	110	9	three	three	NUM
ecj-13829	110	10	phases	phase	NOUN
ecj-13829	110	11	,	,	PUNCT
ecj-13829	110	12	with	with	ADP
ecj-13829	110	13	its	its	PRON
ecj-13829	110	14	accuracy	accuracy	NOUN
ecj-13829	110	15	progressively	progressively	ADV
ecj-13829	110	16	increasing	increase	VERB
ecj-13829	110	17	at	at	ADP
ecj-13829	110	18	each	each	DET
ecj-13829	110	19	step	step	NOUN
ecj-13829	110	20	.	.	PUNCT
ecj-13829	111	1	in	in	ADP
ecj-13829	111	2	the	the	DET
ecj-13829	111	3	initial	initial	ADJ
ecj-13829	111	4	evaluation	evaluation	NOUN
ecj-13829	111	5	,	,	PUNCT
ecj-13829	111	6	where	where	SCONJ
ecj-13829	111	7	only	only	ADV
ecj-13829	111	8	clinical	clinical	ADJ
ecj-13829	111	9	history	history	NOUN
ecj-13829	111	10	and	and	CCONJ
ecj-13829	111	11	ecg	ecg	PROPN
ecj-13829	111	12	data	datum	NOUN
ecj-13829	111	13	were	be	AUX
ecj-13829	111	14	available	available	ADJ
ecj-13829	111	15	,	,	PUNCT
ecj-13829	111	16	chatgpt	chatgpt	NOUN
ecj-13829	111	17	demonstrated	demonstrate	VERB
ecj-13829	111	18	an	an	DET
ecj-13829	111	19	area	area	NOUN
ecj-13829	111	20	under	under	ADP
ecj-13829	111	21	the	the	DET
ecj-13829	111	22	receiver	receiver	NOUN
ecj-13829	111	23	operating	operate	VERB
ecj-13829	111	24	characteristic	characteristic	ADJ
ecj-13829	111	25	curve	curve	NOUN
ecj-13829	111	26	(	(	PUNCT
ecj-13829	111	27	auroc	auroc	NOUN
ecj-13829	111	28	)	)	PUNCT
ecj-13829	111	29	of	of	ADP
ecj-13829	111	30	0.699	0.699	NUM
ecj-13829	111	31	(	(	PUNCT
ecj-13829	111	32	95	95	NUM
ecj-13829	111	33	%	%	NOUN
ecj-13829	111	34	ci	ci	NOUN
ecj-13829	111	35	:	:	PUNCT
ecj-13829	111	36	0.6020.797	0.6020.797	NUM
ecj-13829	111	37	)	)	PUNCT
ecj-13829	111	38	.	.	PUNCT
ecj-13829	112	1	with	with	ADP
ecj-13829	112	2	the	the	DET
ecj-13829	112	3	addition	addition	NOUN
ecj-13829	112	4	of	of	ADP
ecj-13829	112	5	the	the	DET
ecj-13829	112	6	first	first	ADJ
ecj-13829	112	7	troponin	troponin	ADJ
ecj-13829	112	8	test	test	NOUN
ecj-13829	112	9	during	during	ADP
ecj-13829	112	10	the	the	DET
ecj-13829	112	11	second	second	ADJ
ecj-13829	112	12	evaluation	evaluation	NOUN
ecj-13829	112	13	,	,	PUNCT
ecj-13829	112	14	the	the	DET
ecj-13829	112	15	auroc	auroc	NOUN
ecj-13829	112	16	rose	rise	VERB
ecj-13829	112	17	to	to	ADP
ecj-13829	112	18	0.757	0.757	NUM
ecj-13829	112	19	(	(	PUNCT
ecj-13829	112	20	95	95	NUM
ecj-13829	112	21	%	%	NOUN
ecj-13829	112	22	ci	ci	NOUN
ecj-13829	112	23	:	:	PUNCT
ecj-13829	112	24	0.662	0.662	NUM
ecj-13829	112	25	-	-	SYM
ecj-13829	112	26	0.852	0.852	NUM
ecj-13829	112	27	)	)	PUNCT
ecj-13829	112	28	.	.	PUNCT
ecj-13829	113	1	finally	finally	ADV
ecj-13829	113	2	,	,	PUNCT
ecj-13829	113	3	upon	upon	SCONJ
ecj-13829	113	4	incorporating	incorporate	VERB
ecj-13829	113	5	the	the	DET
ecj-13829	113	6	second	second	ADJ
ecj-13829	113	7	troponin	troponin	ADJ
ecj-13829	113	8	test	test	NOUN
ecj-13829	113	9	,	,	PUNCT
ecj-13829	113	10	the	the	DET
ecj-13829	113	11	auroc	auroc	NOUN
ecj-13829	113	12	reached	reach	VERB
ecj-13829	113	13	0.776	0.776	NUM
ecj-13829	113	14	(	(	PUNCT
ecj-13829	113	15	95	95	NUM
ecj-13829	113	16	%	%	NOUN
ecj-13829	113	17	ci	ci	NOUN
ecj-13829	113	18	:	:	PUNCT
ecj-13829	113	19	0.681	0.681	NUM
ecj-13829	113	20	-	-	PUNCT
ecj-13829	113	21	0.871	0.871	NUM
ecj-13829	113	22	)	)	PUNCT
ecj-13829	113	23	.	.	PUNCT
ecj-13829	114	1	this	this	DET
ecj-13829	114	2	improvement	improvement	NOUN
ecj-13829	114	3	in	in	ADP
ecj-13829	114	4	predictive	predictive	ADJ
ecj-13829	114	5	ability	ability	NOUN
ecj-13829	114	6	across	across	ADP
ecj-13829	114	7	the	the	DET
ecj-13829	114	8	phases	phase	NOUN
ecj-13829	114	9	was	be	AUX
ecj-13829	114	10	statistically	statistically	ADV
ecj-13829	114	11	significant	significant	ADJ
ecj-13829	114	12	(	(	PUNCT
ecj-13829	114	13	p=0.039	p=0.039	NOUN
ecj-13829	114	14	)	)	PUNCT
ecj-13829	114	15	.	.	PUNCT
ecj-13829	115	1	furthermore	furthermore	ADV
ecj-13829	115	2	,	,	PUNCT
ecj-13829	115	3	chatgpt	chatgpt	NOUN
ecj-13829	115	4	’s	’s	PART
ecj-13829	115	5	performance	performance	NOUN
ecj-13829	115	6	at	at	ADP
ecj-13829	115	7	each	each	PRON
ecj-13829	115	8	of	of	ADP
ecj-13829	115	9	the	the	DET
ecj-13829	115	10	three	three	NUM
ecj-13829	115	11	evaluation	evaluation	NOUN
ecj-13829	115	12	points	point	NOUN
ecj-13829	115	13	in	in	ADP
ecj-13829	115	14	identifying	identify	VERB
ecj-13829	115	15	mace	mace	NOUN
ecj-13829	115	16	was	be	AUX
ecj-13829	115	17	assessed	assess	VERB
ecj-13829	115	18	using	use	VERB
ecj-13829	115	19	dca	dca	PROPN
ecj-13829	115	20	.	.	PUNCT
ecj-13829	116	1	as	as	SCONJ
ecj-13829	116	2	shown	show	VERB
ecj-13829	116	3	in	in	ADP
ecj-13829	116	4	figure	figure	NOUN
ecj-13829	116	5	2	2	NUM
ecj-13829	116	6	,	,	PUNCT
ecj-13829	116	7	the	the	DET
ecj-13829	116	8	dca	dca	PROPN
ecj-13829	116	9	illustrates	illustrate	VERB
ecj-13829	116	10	an	an	DET
ecj-13829	116	11	increase	increase	NOUN
ecj-13829	116	12	in	in	ADP
ecj-13829	116	13	the	the	DET
ecj-13829	116	14	clinical	clinical	ADJ
ecj-13829	116	15	utility	utility	NOUN
ecj-13829	116	16	of	of	ADP
ecj-13829	116	17	chatgpt	chatgpt	NOUN
ecj-13829	116	18	as	as	SCONJ
ecj-13829	116	19	more	more	ADJ
ecj-13829	116	20	information	information	NOUN
ecj-13829	116	21	became	become	VERB
ecj-13829	116	22	available	available	ADJ
ecj-13829	116	23	,	,	PUNCT
ecj-13829	116	24	with	with	ADP
ecj-13829	116	25	the	the	DET
ecj-13829	116	26	best	good	ADJ
ecj-13829	116	27	performance	performance	NOUN
ecj-13829	116	28	observed	observe	VERB
ecj-13829	116	29	during	during	ADP
ecj-13829	116	30	the	the	DET
ecj-13829	116	31	final	final	ADJ
ecj-13829	116	32	evaluation	evaluation	NOUN
ecj-13829	116	33	.	.	PUNCT
ecj-13829	117	1	figure	figure	NOUN
ecj-13829	117	2	2	2	NUM
ecj-13829	117	3	demonstrates	demonstrate	VERB
ecj-13829	117	4	that	that	SCONJ
ecj-13829	117	5	the	the	DET
ecj-13829	117	6	improvement	improvement	NOUN
ecj-13829	117	7	in	in	ADP
ecj-13829	117	8	predictive	predictive	ADJ
ecj-13829	117	9	ability	ability	NOUN
ecj-13829	117	10	is	be	AUX
ecj-13829	117	11	evident	evident	ADJ
ecj-13829	117	12	at	at	ADP
ecj-13829	117	13	lower	low	ADJ
ecj-13829	117	14	threshold	threshold	NOUN
ecj-13829	117	15	probabilities	probability	NOUN
ecj-13829	117	16	and	and	CCONJ
ecj-13829	117	17	proves	prove	VERB
ecj-13829	117	18	useful	useful	ADJ
ecj-13829	117	19	only	only	ADV
ecj-13829	117	20	during	during	ADP
ecj-13829	117	21	the	the	DET
ecj-13829	117	22	intermediate	intermediate	ADJ
ecj-13829	117	23	and	and	CCONJ
ecj-13829	117	24	final	final	ADJ
ecj-13829	117	25	evaluations	evaluation	NOUN
ecj-13829	117	26	.	.	PUNCT
ecj-13829	118	1	this	this	PRON
ecj-13829	118	2	indicates	indicate	VERB
ecj-13829	118	3	that	that	SCONJ
ecj-13829	118	4	article	article	NOUN
ecj-13829	118	5	[	[	X
ecj-13829	118	6	emergency	emergency	NOUN
ecj-13829	118	7	care	care	NOUN
ecj-13829	118	8	journal	journal	NOUN
ecj-13829	118	9	2025	2025	NUM
ecj-13829	118	10	;	;	PUNCT
ecj-13829	118	11	21:13829	21:13829	NUM
ecj-13829	118	12	]	]	X
ecj-13829	119	1	[	[	X
ecj-13829	119	2	page	page	NOUN
ecj-13829	119	3	19	19	NUM
ecj-13829	119	4	]	]	PUNCT
ecj-13829	119	5	table	table	NOUN
ecj-13829	119	6	1	1	NUM
ecj-13829	119	7	.	.	PUNCT
ecj-13829	120	1	clinical	clinical	ADJ
ecj-13829	120	2	and	and	CCONJ
ecj-13829	120	3	anamnestic	anamnestic	ADJ
ecj-13829	120	4	characteristics	characteristic	NOUN
ecj-13829	120	5	of	of	ADP
ecj-13829	120	6	study	study	NOUN
ecj-13829	120	7	patients	patient	NOUN
ecj-13829	120	8	,	,	PUNCT
ecj-13829	120	9	divided	divide	VERB
ecj-13829	120	10	between	between	ADP
ecj-13829	120	11	those	those	PRON
ecj-13829	120	12	with	with	ADP
ecj-13829	120	13	and	and	CCONJ
ecj-13829	120	14	without	without	ADP
ecj-13829	120	15	a	a	DET
ecj-13829	120	16	mace	mace	NOUN
ecj-13829	120	17	.	.	PUNCT
ecj-13829	121	1	variables	variable	NOUN
ecj-13829	121	2	no	no	DET
ecj-13829	121	3	mace	mace	NOUN
ecj-13829	121	4	mace	mace	NOUN
ecj-13829	121	5	p	p	NOUN
ecj-13829	121	6	patients	patient	NOUN
ecj-13829	121	7	,	,	PUNCT
ecj-13829	121	8	n	n	CCONJ
ecj-13829	121	9	(	(	PUNCT
ecj-13829	121	10	%	%	INTJ
ecj-13829	121	11	)	)	PUNCT
ecj-13829	121	12	155	155	NUM
ecj-13829	121	13	(	(	PUNCT
ecj-13829	121	14	87.1	87.1	NUM
ecj-13829	121	15	)	)	PUNCT
ecj-13829	121	16	23	23	NUM
ecj-13829	121	17	(	(	PUNCT
ecj-13829	121	18	12.9	12.9	NUM
ecj-13829	121	19	)	)	PUNCT
ecj-13829	121	20	sex	sex	NOUN
ecj-13829	121	21	,	,	PUNCT
ecj-13829	121	22	n	n	CCONJ
ecj-13829	121	23	(	(	PUNCT
ecj-13829	121	24	%	%	INTJ
ecj-13829	121	25	)	)	PUNCT
ecj-13829	121	26	0.245	0.245	NUM
ecj-13829	121	27	male	male	NOUN
ecj-13829	121	28	88	88	NUM
ecj-13829	121	29	(	(	PUNCT
ecj-13829	121	30	56.8	56.8	NUM
ecj-13829	121	31	)	)	PUNCT
ecj-13829	121	32	16	16	NUM
ecj-13829	121	33	(	(	PUNCT
ecj-13829	121	34	69.6	69.6	NUM
ecj-13829	121	35	)	)	PUNCT
ecj-13829	121	36	female	female	NOUN
ecj-13829	121	37	67	67	NUM
ecj-13829	121	38	(	(	PUNCT
ecj-13829	121	39	43.2	43.2	NUM
ecj-13829	121	40	)	)	PUNCT
ecj-13829	121	41	7	7	NUM
ecj-13829	121	42	(	(	PUNCT
ecj-13829	121	43	30.4	30.4	NUM
ecj-13829	121	44	)	)	PUNCT
ecj-13829	121	45	age	age	NOUN
ecj-13829	121	46	in	in	ADP
ecj-13829	121	47	years	year	NOUN
ecj-13829	121	48	,	,	PUNCT
ecj-13829	121	49	median	median	NOUN
ecj-13829	121	50	(	(	PUNCT
ecj-13829	121	51	iqr	iqr	NOUN
ecj-13829	121	52	)	)	PUNCT
ecj-13829	121	53	64	64	NUM
ecj-13829	121	54	(	(	PUNCT
ecj-13829	121	55	48	48	NUM
ecj-13829	121	56	-	-	SYM
ecj-13829	121	57	78	78	NUM
ecj-13829	121	58	)	)	PUNCT
ecj-13829	121	59	70	70	NUM
ecj-13829	121	60	(	(	PUNCT
ecj-13829	121	61	51	51	NUM
ecj-13829	121	62	-	-	SYM
ecj-13829	121	63	81	81	NUM
ecj-13829	121	64	)	)	PUNCT
ecj-13829	121	65	0.274	0.274	NUM
ecj-13829	121	66	duration	duration	NOUN
ecj-13829	121	67	of	of	ADP
ecj-13829	121	68	chest	chest	NOUN
ecj-13829	121	69	pain	pain	NOUN
ecj-13829	121	70	in	in	ADP
ecj-13829	121	71	minutes	minute	NOUN
ecj-13829	121	72	,	,	PUNCT
ecj-13829	121	73	median	median	PROPN
ecj-13829	121	74	(	(	PUNCT
ecj-13829	121	75	iqr	iqr	NOUN
ecj-13829	121	76	)	)	PUNCT
ecj-13829	121	77	8	8	NUM
ecj-13829	121	78	(	(	PUNCT
ecj-13829	121	79	2	2	NUM
ecj-13829	121	80	-	-	SYM
ecj-13829	121	81	48	48	NUM
ecj-13829	121	82	)	)	PUNCT
ecj-13829	121	83	12	12	NUM
ecj-13829	121	84	(	(	PUNCT
ecj-13829	121	85	1	1	NUM
ecj-13829	121	86	-	-	NUM
ecj-13829	121	87	72	72	NUM
ecj-13829	121	88	)	)	PUNCT
ecj-13829	121	89	0.992	0.992	NUM
ecj-13829	121	90	location	location	NOUN
ecj-13829	121	91	of	of	ADP
ecj-13829	121	92	the	the	DET
ecj-13829	121	93	chest	chest	NOUN
ecj-13829	121	94	pain	pain	NOUN
ecj-13829	121	95	,	,	PUNCT
ecj-13829	121	96	n	n	CCONJ
ecj-13829	121	97	(	(	PUNCT
ecj-13829	121	98	%	%	INTJ
ecj-13829	121	99	)	)	PUNCT
ecj-13829	121	100	retrosternal	retrosternal	NOUN
ecj-13829	121	101	81	81	NUM
ecj-13829	121	102	(	(	PUNCT
ecj-13829	121	103	52.3	52.3	NUM
ecj-13829	121	104	)	)	PUNCT
ecj-13829	121	105	17	17	NUM
ecj-13829	121	106	(	(	PUNCT
ecj-13829	121	107	73.9	73.9	NUM
ecj-13829	121	108	)	)	PUNCT
ecj-13829	121	109	0.051	0.051	NUM
ecj-13829	121	110	precordial	precordial	ADJ
ecj-13829	121	111	11	11	NUM
ecj-13829	121	112	(	(	PUNCT
ecj-13829	121	113	7.1	7.1	NUM
ecj-13829	121	114	)	)	SYM
ecj-13829	121	115	2	2	NUM
ecj-13829	121	116	(	(	PUNCT
ecj-13829	121	117	8.7	8.7	NUM
ecj-13829	121	118	)	)	PUNCT
ecj-13829	121	119	0.783	0.783	NUM
ecj-13829	121	120	neck	neck	NOUN
ecj-13829	121	121	/	/	SYM
ecj-13829	121	122	jugulat	jugulat	NOUN
ecj-13829	121	123	/	/	SYM
ecj-13829	121	124	mandible	mandible	NOUN
ecj-13829	121	125	49	49	NUM
ecj-13829	121	126	(	(	PUNCT
ecj-13829	121	127	31.6	31.6	NUM
ecj-13829	121	128	)	)	PUNCT
ecj-13829	121	129	4	4	NUM
ecj-13829	121	130	(	(	PUNCT
ecj-13829	121	131	17.4	17.4	NUM
ecj-13829	121	132	)	)	PUNCT
ecj-13829	121	133	0.164	0.164	NUM
ecj-13829	121	134	apical	apical	ADJ
ecj-13829	121	135	20	20	NUM
ecj-13829	121	136	(	(	PUNCT
ecj-13829	121	137	12.9	12.9	NUM
ecj-13829	121	138	)	)	PUNCT
ecj-13829	121	139	0	0	NUM
ecj-13829	122	1	(	(	PUNCT
ecj-13829	122	2	0.0	0.0	NUM
ecj-13829	122	3	)	)	PUNCT
ecj-13829	122	4	0.067	0.067	NUM
ecj-13829	122	5	quality	quality	NOUN
ecj-13829	122	6	of	of	ADP
ecj-13829	122	7	the	the	DET
ecj-13829	122	8	chest	chest	NOUN
ecj-13829	122	9	pain	pain	NOUN
ecj-13829	122	10	,	,	PUNCT
ecj-13829	122	11	n	n	CCONJ
ecj-13829	122	12	(	(	PUNCT
ecj-13829	122	13	%	%	INTJ
ecj-13829	122	14	)	)	PUNCT
ecj-13829	122	15	oppressive	oppressive	ADJ
ecj-13829	122	16	/	/	SYM
ecj-13829	122	17	compressive	compressive	ADJ
ecj-13829	122	18	36	36	NUM
ecj-13829	122	19	(	(	PUNCT
ecj-13829	122	20	23.2	23.2	NUM
ecj-13829	122	21	)	)	PUNCT
ecj-13829	122	22	8	8	NUM
ecj-13829	122	23	(	(	PUNCT
ecj-13829	122	24	34.8	34.8	NUM
ecj-13829	122	25	)	)	PUNCT
ecj-13829	122	26	0.231	0.231	NUM
ecj-13829	122	27	heavy	heavy	ADJ
ecj-13829	122	28	/	/	SYM
ecj-13829	122	29	tight	tight	NOUN
ecj-13829	122	30	86	86	NUM
ecj-13829	122	31	(	(	PUNCT
ecj-13829	122	32	55.5	55.5	NUM
ecj-13829	122	33	)	)	PUNCT
ecj-13829	122	34	14	14	NUM
ecj-13829	122	35	(	(	PUNCT
ecj-13829	122	36	60.9	60.9	NUM
ecj-13829	122	37	)	)	PUNCT
ecj-13829	122	38	0.627	0.627	PRON
ecj-13829	122	39	penetrating	penetrate	VERB
ecj-13829	122	40	/	/	SYM
ecj-13829	122	41	stabbing	stabbing	NOUN
ecj-13829	122	42	/	/	SYM
ecj-13829	122	43	pleuritic	pleuritic	ADJ
ecj-13829	122	44	43	43	NUM
ecj-13829	122	45	(	(	PUNCT
ecj-13829	122	46	27.7	27.7	NUM
ecj-13829	122	47	)	)	PUNCT
ecj-13829	122	48	2	2	NUM
ecj-13829	122	49	(	(	PUNCT
ecj-13829	122	50	8.7	8.7	NUM
ecj-13829	122	51	)	)	PUNCT
ecj-13829	122	52	0.050	0.050	NUM
ecj-13829	122	53	pain	pain	NOUN
ecj-13829	122	54	radiation	radiation	NOUN
ecj-13829	122	55	,	,	PUNCT
ecj-13829	122	56	n	n	CCONJ
ecj-13829	122	57	(	(	PUNCT
ecj-13829	122	58	%	%	INTJ
ecj-13829	122	59	)	)	PUNCT
ecj-13829	122	60	46	46	NUM
ecj-13829	122	61	(	(	PUNCT
ecj-13829	122	62	29.7	29.7	NUM
ecj-13829	122	63	)	)	PUNCT
ecj-13829	122	64	6	6	NUM
ecj-13829	122	65	(	(	PUNCT
ecj-13829	122	66	26.1	26.1	NUM
ecj-13829	122	67	)	)	PUNCT
ecj-13829	122	68	0.724	0.724	NUM
ecj-13829	122	69	associated	associated	ADJ
ecj-13829	122	70	symptoms	symptom	NOUN
ecj-13829	122	71	,	,	PUNCT
ecj-13829	122	72	n	n	CCONJ
ecj-13829	122	73	(	(	PUNCT
ecj-13829	122	74	%	%	INTJ
ecj-13829	122	75	)	)	PUNCT
ecj-13829	122	76	palpitations	palpitation	NOUN
ecj-13829	122	77	14	14	NUM
ecj-13829	122	78	(	(	PUNCT
ecj-13829	122	79	9.0	9.0	NUM
ecj-13829	122	80	)	)	SYM
ecj-13829	122	81	5	5	NUM
ecj-13829	122	82	(	(	PUNCT
ecj-13829	122	83	21.7	21.7	NUM
ecj-13829	122	84	)	)	PUNCT
ecj-13829	122	85	0.066	0.066	NUM
ecj-13829	122	86	nausea	nausea	NOUN
ecj-13829	122	87	and/or	and/or	CCONJ
ecj-13829	122	88	vomiting	vomit	VERB
ecj-13829	122	89	18	18	NUM
ecj-13829	122	90	(	(	PUNCT
ecj-13829	122	91	11.6	11.6	NUM
ecj-13829	122	92	)	)	PUNCT
ecj-13829	122	93	1	1	NUM
ecj-13829	122	94	(	(	PUNCT
ecj-13829	122	95	4.3	4.3	NUM
ecj-13829	122	96	)	)	PUNCT
ecj-13829	122	97	0.292	0.292	NUM
ecj-13829	122	98	dyspnea	dyspnea	VERB
ecj-13829	122	99	26	26	NUM
ecj-13829	122	100	(	(	PUNCT
ecj-13829	122	101	16.8	16.8	NUM
ecj-13829	122	102	)	)	PUNCT
ecj-13829	122	103	7	7	NUM
ecj-13829	122	104	(	(	PUNCT
ecj-13829	122	105	30.4	30.4	NUM
ecj-13829	122	106	)	)	PUNCT
ecj-13829	122	107	0.116	0.116	NUM
ecj-13829	122	108	sweating	sweat	VERB
ecj-13829	122	109	5	5	NUM
ecj-13829	122	110	(	(	PUNCT
ecj-13829	122	111	3.2	3.2	NUM
ecj-13829	122	112	)	)	PUNCT
ecj-13829	122	113	0	0	NUM
ecj-13829	123	1	(	(	PUNCT
ecj-13829	123	2	0.0	0.0	NUM
ecj-13829	123	3	)	)	PUNCT
ecj-13829	123	4	0.382	0.382	NUM
ecj-13829	123	5	previous	previous	ADJ
ecj-13829	123	6	pathology	pathology	NOUN
ecj-13829	123	7	,	,	PUNCT
ecj-13829	123	8	n	n	PROPN
ecj-13829	123	9	(	(	PUNCT
ecj-13829	123	10	%	%	INTJ
ecj-13829	123	11	)	)	PUNCT
ecj-13829	123	12	hypertension	hypertension	NOUN
ecj-13829	123	13	61	61	NUM
ecj-13829	123	14	(	(	PUNCT
ecj-13829	123	15	39.3	39.3	NUM
ecj-13829	123	16	)	)	PUNCT
ecj-13829	123	17	11	11	NUM
ecj-13829	123	18	(	(	PUNCT
ecj-13829	123	19	47.8	47.8	NUM
ecj-13829	123	20	)	)	PUNCT
ecj-13829	123	21	0.440	0.440	NUM
ecj-13829	123	22	ischemic	ischemic	ADJ
ecj-13829	123	23	heart	heart	NOUN
ecj-13829	123	24	disease	disease	NOUN
ecj-13829	123	25	25	25	NUM
ecj-13829	123	26	(	(	PUNCT
ecj-13829	123	27	16.1	16.1	NUM
ecj-13829	123	28	)	)	PUNCT
ecj-13829	123	29	7	7	NUM
ecj-13829	123	30	(	(	PUNCT
ecj-13829	123	31	30.4	30.4	NUM
ecj-13829	123	32	)	)	PUNCT
ecj-13829	123	33	0.095	0.095	NUM
ecj-13829	123	34	chronic	chronic	ADJ
ecj-13829	123	35	heart	heart	NOUN
ecj-13829	123	36	failure	failure	NOUN
ecj-13829	123	37	4	4	NUM
ecj-13829	123	38	(	(	PUNCT
ecj-13829	123	39	2.6	2.6	NUM
ecj-13829	123	40	)	)	PUNCT
ecj-13829	123	41	1	1	NUM
ecj-13829	123	42	(	(	PUNCT
ecj-13829	123	43	4.3	4.3	NUM
ecj-13829	123	44	)	)	PUNCT
ecj-13829	123	45	0.632	0.632	NUM
ecj-13829	123	46	dementia	dementia	NOUN
ecj-13829	123	47	1	1	NUM
ecj-13829	123	48	(	(	PUNCT
ecj-13829	123	49	0.6	0.6	NUM
ecj-13829	123	50	)	)	PUNCT
ecj-13829	123	51	0	0	NUM
ecj-13829	124	1	(	(	PUNCT
ecj-13829	124	2	0.0	0.0	NUM
ecj-13829	124	3	)	)	PUNCT
ecj-13829	124	4	0.699	0.699	NUM
ecj-13829	124	5	chronic	chronic	ADJ
ecj-13829	124	6	kidney	kidney	NOUN
ecj-13829	124	7	failure	failure	NOUN
ecj-13829	124	8	1	1	NUM
ecj-13829	124	9	(	(	PUNCT
ecj-13829	124	10	0.6	0.6	NUM
ecj-13829	124	11	)	)	PUNCT
ecj-13829	124	12	0	0	NUM
ecj-13829	124	13	(	(	PUNCT
ecj-13829	124	14	0.0	0.0	NUM
ecj-13829	124	15	)	)	PUNCT
ecj-13829	124	16	0.699	0.699	NUM
ecj-13829	124	17	diabetes	diabetes	NOUN
ecj-13829	124	18	18	18	NUM
ecj-13829	124	19	(	(	PUNCT
ecj-13829	124	20	11.6	11.6	NUM
ecj-13829	124	21	)	)	PUNCT
ecj-13829	124	22	6	6	NUM
ecj-13829	124	23	(	(	PUNCT
ecj-13829	124	24	26.1	26.1	NUM
ecj-13829	124	25	)	)	PUNCT
ecj-13829	124	26	0.058	0.058	NUM
ecj-13829	124	27	tumor	tumor	NOUN
ecj-13829	124	28	14	14	NUM
ecj-13829	124	29	(	(	PUNCT
ecj-13829	124	30	9.0	9.0	NUM
ecj-13829	124	31	)	)	PUNCT
ecj-13829	124	32	4	4	NUM
ecj-13829	124	33	(	(	PUNCT
ecj-13829	124	34	17.4	17.4	NUM
ecj-13829	124	35	)	)	PUNCT
ecj-13829	124	36	0.215	0.215	NUM
ecj-13829	124	37	ecg	ecg	PROPN
ecj-13829	124	38	,	,	PUNCT
ecj-13829	124	39	n	n	PROPN
ecj-13829	124	40	(	(	PUNCT
ecj-13829	124	41	%	%	INTJ
ecj-13829	124	42	)	)	PUNCT
ecj-13829	124	43	abnormal	abnormal	ADJ
ecj-13829	124	44	42	42	NUM
ecj-13829	124	45	(	(	PUNCT
ecj-13829	124	46	27.1	27.1	NUM
ecj-13829	124	47	)	)	PUNCT
ecj-13829	124	48	13	13	NUM
ecj-13829	124	49	(	(	PUNCT
ecj-13829	124	50	56.5	56.5	NUM
ecj-13829	124	51	)	)	PUNCT
ecj-13829	124	52	0.004	0.004	NUM
ecj-13829	124	53	st	st	PROPN
ecj-13829	124	54	abnormalities	abnormality	NOUN
ecj-13829	124	55	19	19	NUM
ecj-13829	124	56	(	(	PUNCT
ecj-13829	124	57	12.3	12.3	NUM
ecj-13829	124	58	)	)	PUNCT
ecj-13829	124	59	6	6	NUM
ecj-13829	124	60	(	(	PUNCT
ecj-13829	124	61	26.1	26.1	NUM
ecj-13829	124	62	)	)	PUNCT
ecj-13829	124	63	0.075	0.075	NUM
ecj-13829	124	64	t	t	PROPN
ecj-13829	124	65	-	-	PUNCT
ecj-13829	124	66	wave	wave	NOUN
ecj-13829	124	67	changes	change	NOUN
ecj-13829	124	68	6	6	NUM
ecj-13829	124	69	(	(	PUNCT
ecj-13829	124	70	3.9	3.9	NUM
ecj-13829	124	71	)	)	PUNCT
ecj-13829	124	72	3	3	NUM
ecj-13829	124	73	(	(	PUNCT
ecj-13829	124	74	13.0	13.0	NUM
ecj-13829	124	75	)	)	PUNCT
ecj-13829	124	76	0.061	0.061	NUM
ecj-13829	124	77	vital	vital	ADJ
ecj-13829	124	78	parameters	parameter	NOUN
ecj-13829	124	79	,	,	PUNCT
ecj-13829	124	80	median	median	PROPN
ecj-13829	124	81	(	(	PUNCT
ecj-13829	124	82	iqr	iqr	NOUN
ecj-13829	124	83	)	)	PUNCT
ecj-13829	124	84	systolic	systolic	ADJ
ecj-13829	124	85	bp	bp	PROPN
ecj-13829	124	86	(	(	PUNCT
ecj-13829	124	87	mmhg	mmhg	PROPN
ecj-13829	124	88	)	)	PUNCT
ecj-13829	124	89	144	144	NUM
ecj-13829	124	90	(	(	PUNCT
ecj-13829	124	91	130	130	NUM
ecj-13829	124	92	-	-	SYM
ecj-13829	124	93	160	160	NUM
ecj-13829	124	94	)	)	PUNCT
ecj-13829	124	95	155	155	NUM
ecj-13829	124	96	(	(	PUNCT
ecj-13829	124	97	135	135	NUM
ecj-13829	124	98	-	-	SYM
ecj-13829	124	99	190	190	NUM
ecj-13829	124	100	)	)	PUNCT
ecj-13829	124	101	0.069	0.069	NUM
ecj-13829	124	102	diastolic	diastolic	NOUN
ecj-13829	124	103	bp	bp	PROPN
ecj-13829	124	104	(	(	PUNCT
ecj-13829	124	105	mmhg	mmhg	PROPN
ecj-13829	124	106	)	)	PUNCT
ecj-13829	124	107	80	80	NUM
ecj-13829	124	108	(	(	PUNCT
ecj-13829	124	109	75	75	NUM
ecj-13829	124	110	-	-	SYM
ecj-13829	124	111	90	90	NUM
ecj-13829	124	112	)	)	PUNCT
ecj-13829	124	113	85	85	NUM
ecj-13829	124	114	(	(	PUNCT
ecj-13829	124	115	70	70	NUM
ecj-13829	124	116	-	-	SYM
ecj-13829	124	117	97	97	NUM
ecj-13829	124	118	)	)	PUNCT
ecj-13829	124	119	0.368	0.368	NUM
ecj-13829	124	120	heart	heart	NOUN
ecj-13829	124	121	rate	rate	NOUN
ecj-13829	124	122	(	(	PUNCT
ecj-13829	124	123	bpm	bpm	NOUN
ecj-13829	124	124	)	)	PUNCT
ecj-13829	124	125	80	80	NUM
ecj-13829	124	126	(	(	PUNCT
ecj-13829	124	127	67	67	NUM
ecj-13829	124	128	-	-	SYM
ecj-13829	124	129	90	90	NUM
ecj-13829	124	130	)	)	PUNCT
ecj-13829	124	131	78	78	NUM
ecj-13829	124	132	(	(	PUNCT
ecj-13829	124	133	70	70	NUM
ecj-13829	124	134	-	-	SYM
ecj-13829	124	135	95	95	NUM
ecj-13829	124	136	)	)	PUNCT
ecj-13829	124	137	0.986	0.986	NUM
ecj-13829	124	138	peripheral	peripheral	ADJ
ecj-13829	124	139	oxygen	oxygen	NOUN
ecj-13829	124	140	saturation	saturation	NOUN
ecj-13829	124	141	(	(	PUNCT
ecj-13829	124	142	spo2	spo2	PROPN
ecj-13829	124	143	)	)	PUNCT
ecj-13829	124	144	97	97	NUM
ecj-13829	124	145	(	(	PUNCT
ecj-13829	124	146	96	96	NUM
ecj-13829	124	147	-	-	SYM
ecj-13829	124	148	98	98	NUM
ecj-13829	124	149	)	)	PUNCT
ecj-13829	124	150	97	97	NUM
ecj-13829	124	151	(	(	PUNCT
ecj-13829	124	152	96	96	NUM
ecj-13829	124	153	-	-	SYM
ecj-13829	124	154	99	99	NUM
ecj-13829	124	155	)	)	PUNCT
ecj-13829	124	156	0.652	0.652	NUM
ecj-13829	124	157	respiratory	respiratory	ADJ
ecj-13829	124	158	rate	rate	NOUN
ecj-13829	124	159	(	(	PUNCT
ecj-13829	124	160	breath	breath	NOUN
ecj-13829	124	161	per	per	ADP
ecj-13829	124	162	minute	minute	NOUN
ecj-13829	124	163	)	)	PUNCT
ecj-13829	124	164	18	18	NUM
ecj-13829	124	165	(	(	PUNCT
ecj-13829	124	166	17	17	NUM
ecj-13829	124	167	-	-	SYM
ecj-13829	124	168	18	18	NUM
ecj-13829	124	169	)	)	PUNCT
ecj-13829	124	170	18	18	NUM
ecj-13829	124	171	(	(	PUNCT
ecj-13829	124	172	16	16	NUM
ecj-13829	124	173	-	-	SYM
ecj-13829	124	174	19	19	NUM
ecj-13829	124	175	)	)	PUNCT
ecj-13829	124	176	0.595	0.595	NUM
ecj-13829	124	177	heart	heart	NOUN
ecj-13829	124	178	score	score	NOUN
ecj-13829	124	179	,	,	PUNCT
ecj-13829	124	180	mean	mean	INTJ
ecj-13829	124	181	(	(	PUNCT
ecj-13829	124	182	sd	sd	NOUN
ecj-13829	124	183	)	)	PUNCT
ecj-13829	124	184	3.5	3.5	NUM
ecj-13829	124	185	(	(	PUNCT
ecj-13829	124	186	1.9	1.9	NUM
ecj-13829	124	187	)	)	PUNCT
ecj-13829	124	188	5.8	5.8	NUM
ecj-13829	124	189	(	(	PUNCT
ecj-13829	124	190	1.8	1.8	NUM
ecj-13829	124	191	)	)	PUNCT
ecj-13829	124	192	<	<	X
ecj-13829	124	193	0.001	0.001	NUM
ecj-13829	124	194	mace	mace	NOUN
ecj-13829	124	195	,	,	PUNCT
ecj-13829	124	196	major	major	ADJ
ecj-13829	124	197	adverse	adverse	ADJ
ecj-13829	124	198	cardiac	cardiac	ADJ
ecj-13829	124	199	events	event	NOUN
ecj-13829	124	200	;	;	PUNCT
ecj-13829	124	201	iqr	iqr	NOUN
ecj-13829	124	202	,	,	PUNCT
ecj-13829	124	203	interquartile	interquartile	ADJ
ecj-13829	124	204	range	range	NOUN
ecj-13829	124	205	;	;	PUNCT
ecj-13829	124	206	bp	bp	PROPN
ecj-13829	124	207	,	,	PUNCT
ecj-13829	124	208	blood	blood	NOUN
ecj-13829	124	209	pressure	pressure	NOUN
ecj-13829	124	210	;	;	PUNCT
ecj-13829	124	211	sd	sd	NOUN
ecj-13829	124	212	,	,	PUNCT
ecj-13829	124	213	standard	standard	ADJ
ecj-13829	124	214	deviation	deviation	NOUN
ecj-13829	124	215	.	.	PUNCT
ecj-13829	125	1	chatgpt	chatgpt	NOUN
ecj-13829	125	2	’s	’s	PART
ecj-13829	125	3	predictive	predictive	ADJ
ecj-13829	125	4	utility	utility	NOUN
ecj-13829	125	5	becomes	become	VERB
ecj-13829	125	6	more	more	ADV
ecj-13829	125	7	clinically	clinically	ADV
ecj-13829	125	8	relevant	relevant	ADJ
ecj-13829	125	9	as	as	SCONJ
ecj-13829	125	10	the	the	DET
ecj-13829	125	11	model	model	NOUN
ecj-13829	125	12	incorporates	incorporate	VERB
ecj-13829	125	13	additional	additional	ADJ
ecj-13829	125	14	data	datum	NOUN
ecj-13829	125	15	,	,	PUNCT
ecj-13829	125	16	such	such	ADJ
ecj-13829	125	17	as	as	ADP
ecj-13829	125	18	sequential	sequential	ADJ
ecj-13829	125	19	troponin	troponin	ADJ
ecj-13829	125	20	results	result	NOUN
ecj-13829	125	21	.	.	PUNCT
ecj-13829	126	1	discussion	discussion	NOUN
ecj-13829	126	2	this	this	DET
ecj-13829	126	3	study	study	NOUN
ecj-13829	126	4	was	be	AUX
ecj-13829	126	5	the	the	DET
ecj-13829	126	6	first	first	ADJ
ecj-13829	126	7	to	to	PART
ecj-13829	126	8	evaluate	evaluate	VERB
ecj-13829	126	9	the	the	DET
ecj-13829	126	10	use	use	NOUN
ecj-13829	126	11	of	of	ADP
ecj-13829	126	12	chatgpt	chatgpt	NOUN
ecj-13829	126	13	in	in	ADP
ecj-13829	126	14	the	the	DET
ecj-13829	126	15	clinical	clinical	ADJ
ecj-13829	126	16	practice	practice	NOUN
ecj-13829	126	17	of	of	ADP
ecj-13829	126	18	the	the	DET
ecj-13829	126	19	ed	ed	NOUN
ecj-13829	126	20	for	for	ADP
ecj-13829	126	21	assessing	assess	VERB
ecj-13829	126	22	patients	patient	NOUN
ecj-13829	126	23	with	with	ADP
ecj-13829	126	24	chest	chest	NOUN
ecj-13829	126	25	pain	pain	NOUN
ecj-13829	126	26	.	.	PUNCT
ecj-13829	127	1	the	the	DET
ecj-13829	127	2	findings	finding	NOUN
ecj-13829	127	3	demonstrate	demonstrate	VERB
ecj-13829	127	4	that	that	SCONJ
ecj-13829	127	5	chatgpt	chatgpt	NOUN
ecj-13829	127	6	’s	’s	PART
ecj-13829	127	7	predictive	predictive	ADJ
ecj-13829	127	8	capabilities	capability	NOUN
ecj-13829	127	9	for	for	ADP
ecj-13829	127	10	mace	mace	NOUN
ecj-13829	127	11	improve	improve	VERB
ecj-13829	127	12	as	as	SCONJ
ecj-13829	127	13	more	more	ADJ
ecj-13829	127	14	information	information	NOUN
ecj-13829	127	15	becomes	become	VERB
ecj-13829	127	16	available	available	ADJ
ecj-13829	127	17	.	.	PUNCT
ecj-13829	128	1	however	however	ADV
ecj-13829	128	2	,	,	PUNCT
ecj-13829	128	3	while	while	SCONJ
ecj-13829	128	4	the	the	DET
ecj-13829	128	5	predictive	predictive	ADJ
ecj-13829	128	6	ability	ability	NOUN
ecj-13829	128	7	is	be	AUX
ecj-13829	128	8	promising	promise	VERB
ecj-13829	128	9	,	,	PUNCT
ecj-13829	128	10	it	it	PRON
ecj-13829	128	11	is	be	AUX
ecj-13829	128	12	not	not	PART
ecj-13829	128	13	yet	yet	ADV
ecj-13829	128	14	sufficiently	sufficiently	ADV
ecj-13829	128	15	high	high	ADJ
ecj-13829	128	16	to	to	PART
ecj-13829	128	17	support	support	VERB
ecj-13829	128	18	the	the	DET
ecj-13829	128	19	safe	safe	ADJ
ecj-13829	128	20	implementation	implementation	NOUN
ecj-13829	128	21	and	and	CCONJ
ecj-13829	128	22	practical	practical	ADJ
ecj-13829	128	23	use	use	NOUN
ecj-13829	128	24	of	of	ADP
ecj-13829	128	25	this	this	DET
ecj-13829	128	26	tool	tool	NOUN
ecj-13829	128	27	in	in	ADP
ecj-13829	128	28	clinical	clinical	ADJ
ecj-13829	128	29	settings	setting	NOUN
ecj-13829	128	30	,	,	PUNCT
ecj-13829	128	31	particularly	particularly	ADV
ecj-13829	128	32	regarding	regard	VERB
ecj-13829	128	33	the	the	DET
ecj-13829	128	34	reliable	reliable	ADJ
ecj-13829	128	35	exclusion	exclusion	NOUN
ecj-13829	128	36	of	of	ADP
ecj-13829	128	37	risk	risk	NOUN
ecj-13829	128	38	.	.	PUNCT
ecj-13829	129	1	article	article	NOUN
ecj-13829	129	2	figure	figure	VERB
ecj-13829	129	3	1	1	NUM
ecj-13829	129	4	.	.	PUNCT
ecj-13829	129	5	predictive	predictive	ADJ
ecj-13829	129	6	ability	ability	NOUN
ecj-13829	129	7	of	of	ADP
ecj-13829	129	8	chatgpt	chatgpt	NOUN
ecj-13829	129	9	across	across	ADP
ecj-13829	129	10	study	study	NOUN
ecj-13829	129	11	phases	phase	NOUN
ecj-13829	129	12	,	,	PUNCT
ecj-13829	129	13	assessed	assess	VERB
ecj-13829	129	14	using	use	VERB
ecj-13829	129	15	roc	roc	PROPN
ecj-13829	129	16	curves	curve	NOUN
ecj-13829	129	17	for	for	ADP
ecj-13829	129	18	identifying	identify	VERB
ecj-13829	129	19	patients	patient	NOUN
ecj-13829	129	20	with	with	ADP
ecj-13829	129	21	mace	mace	NOUN
ecj-13829	129	22	.	.	PUNCT
ecj-13829	130	1	figure	figure	NOUN
ecj-13829	130	2	2	2	NUM
ecj-13829	130	3	.	.	PUNCT
ecj-13829	130	4	decision	decision	NOUN
ecj-13829	130	5	curve	curve	NOUN
ecj-13829	130	6	analysis	analysis	NOUN
ecj-13829	130	7	for	for	ADP
ecj-13829	130	8	determining	determine	VERB
ecj-13829	130	9	the	the	DET
ecj-13829	130	10	clinical	clinical	ADJ
ecj-13829	130	11	benefit	benefit	NOUN
ecj-13829	130	12	of	of	ADP
ecj-13829	130	13	severity	severity	NOUN
ecj-13829	130	14	predictions	prediction	NOUN
ecj-13829	130	15	(	(	PUNCT
ecj-13829	130	16	0	0	NUM
ecj-13829	130	17	to	to	PART
ecj-13829	130	18	100	100	NUM
ecj-13829	130	19	)	)	PUNCT
ecj-13829	130	20	by	by	ADP
ecj-13829	130	21	chatgpt	chatgpt	NOUN
ecj-13829	130	22	across	across	ADP
ecj-13829	130	23	study	study	NOUN
ecj-13829	130	24	phases	phase	NOUN
ecj-13829	130	25	.	.	PUNCT
ecj-13829	131	1	in	in	ADP
ecj-13829	131	2	this	this	DET
ecj-13829	131	3	analysis	analysis	NOUN
ecj-13829	131	4	,	,	PUNCT
ecj-13829	131	5	the	the	DET
ecj-13829	131	6	initial	initial	ADJ
ecj-13829	131	7	evaluation	evaluation	NOUN
ecj-13829	131	8	is	be	AUX
ecj-13829	131	9	represented	represent	VERB
ecj-13829	131	10	by	by	ADP
ecj-13829	131	11	a	a	DET
ecj-13829	131	12	solid	solid	ADJ
ecj-13829	131	13	black	black	ADJ
ecj-13829	131	14	line	line	NOUN
ecj-13829	131	15	,	,	PUNCT
ecj-13829	131	16	the	the	DET
ecj-13829	131	17	intermediate	intermediate	ADJ
ecj-13829	131	18	evaluation	evaluation	NOUN
ecj-13829	131	19	by	by	ADP
ecj-13829	131	20	a	a	DET
ecj-13829	131	21	gray	gray	ADJ
ecj-13829	131	22	line	line	NOUN
ecj-13829	131	23	,	,	PUNCT
ecj-13829	131	24	and	and	CCONJ
ecj-13829	131	25	the	the	DET
ecj-13829	131	26	final	final	ADJ
ecj-13829	131	27	evaluation	evaluation	NOUN
ecj-13829	131	28	by	by	ADP
ecj-13829	131	29	a	a	DET
ecj-13829	131	30	dark	dark	ADJ
ecj-13829	131	31	blue	blue	ADJ
ecj-13829	131	32	dashed	dash	VERB
ecj-13829	131	33	line	line	NOUN
ecj-13829	131	34	.	.	PUNCT
ecj-13829	132	1	the	the	DET
ecj-13829	132	2	analysis	analysis	NOUN
ecj-13829	132	3	focuses	focus	VERB
ecj-13829	132	4	on	on	ADP
ecj-13829	132	5	patients	patient	NOUN
ecj-13829	132	6	presenting	present	VERB
ecj-13829	132	7	to	to	ADP
ecj-13829	132	8	the	the	DET
ecj-13829	132	9	ed	ed	NOUN
ecj-13829	132	10	with	with	ADP
ecj-13829	132	11	chest	chest	NOUN
ecj-13829	132	12	pain	pain	NOUN
ecj-13829	132	13	and	and	CCONJ
ecj-13829	132	14	subsequently	subsequently	ADV
ecj-13829	132	15	diagnosed	diagnose	VERB
ecj-13829	132	16	with	with	ADP
ecj-13829	132	17	mace	mace	NOUN
ecj-13829	132	18	.	.	PUNCT
ecj-13829	133	1	the	the	DET
ecj-13829	133	2	x	x	ADJ
ecj-13829	133	3	-	-	ADJ
ecj-13829	133	4	axis	axis	ADJ
ecj-13829	133	5	displays	display	VERB
ecj-13829	133	6	the	the	DET
ecj-13829	133	7	threshold	threshold	NOUN
ecj-13829	133	8	probability	probability	NOUN
ecj-13829	133	9	for	for	ADP
ecj-13829	133	10	mace	mace	NOUN
ecj-13829	133	11	,	,	PUNCT
ecj-13829	133	12	while	while	SCONJ
ecj-13829	133	13	the	the	DET
ecj-13829	133	14	y	y	NOUN
ecj-13829	133	15	-	-	PUNCT
ecj-13829	133	16	axis	axis	NOUN
ecj-13829	133	17	represents	represent	VERB
ecj-13829	133	18	the	the	DET
ecj-13829	133	19	net	net	ADJ
ecj-13829	133	20	clinical	clinical	ADJ
ecj-13829	133	21	benefit	benefit	NOUN
ecj-13829	133	22	.	.	PUNCT
ecj-13829	134	1	chatgpt	chatgpt	NOUN
ecj-13829	134	2	’s	’s	PART
ecj-13829	134	3	predictive	predictive	ADJ
ecj-13829	134	4	ability	ability	NOUN
ecj-13829	134	5	is	be	AUX
ecj-13829	134	6	compared	compare	VERB
ecj-13829	134	7	against	against	ADP
ecj-13829	134	8	two	two	NUM
ecj-13829	134	9	opposing	opposing	ADJ
ecj-13829	134	10	strategies	strategy	NOUN
ecj-13829	134	11	:	:	PUNCT
ecj-13829	134	12	the	the	DET
ecj-13829	134	13	red	red	ADJ
ecj-13829	134	14	line	line	NOUN
ecj-13829	134	15	,	,	PUNCT
ecj-13829	134	16	which	which	PRON
ecj-13829	134	17	assumes	assume	VERB
ecj-13829	134	18	that	that	SCONJ
ecj-13829	134	19	all	all	DET
ecj-13829	134	20	patients	patient	NOUN
ecj-13829	134	21	presenting	present	VERB
ecj-13829	134	22	to	to	ADP
ecj-13829	134	23	the	the	DET
ecj-13829	134	24	ed	ed	NOUN
ecj-13829	134	25	have	have	VERB
ecj-13829	134	26	a	a	DET
ecj-13829	134	27	mace	mace	NOUN
ecj-13829	134	28	,	,	PUNCT
ecj-13829	134	29	and	and	CCONJ
ecj-13829	134	30	the	the	DET
ecj-13829	134	31	green	green	ADJ
ecj-13829	134	32	line	line	NOUN
ecj-13829	134	33	,	,	PUNCT
ecj-13829	134	34	which	which	PRON
ecj-13829	134	35	assumes	assume	VERB
ecj-13829	134	36	that	that	SCONJ
ecj-13829	134	37	none	none	NOUN
ecj-13829	134	38	of	of	ADP
ecj-13829	134	39	the	the	DET
ecj-13829	134	40	patients	patient	NOUN
ecj-13829	134	41	are	be	AUX
ecj-13829	134	42	considered	consider	VERB
ecj-13829	134	43	at	at	ADP
ecj-13829	134	44	risk	risk	NOUN
ecj-13829	134	45	for	for	ADP
ecj-13829	134	46	mace	mace	NOUN
ecj-13829	134	47	.	.	PUNCT
ecj-13829	135	1	table	table	NOUN
ecj-13829	135	2	2	2	NUM
ecj-13829	135	3	.	.	NOUN
ecj-13829	135	4	2x2	2x2	NUM
ecj-13829	135	5	contingency	contingency	NOUN
ecj-13829	135	6	tables	table	NOUN
ecj-13829	135	7	comparing	compare	VERB
ecj-13829	135	8	chatgpt	chatgpt	NOUN
ecj-13829	135	9	predictions	prediction	NOUN
ecj-13829	135	10	to	to	PART
ecj-13829	135	11	mace	mace	VERB
ecj-13829	135	12	diagnoses	diagnosis	NOUN
ecj-13829	135	13	across	across	ADP
ecj-13829	135	14	different	different	ADJ
ecj-13829	135	15	evaluation	evaluation	NOUN
ecj-13829	135	16	phases	phase	NOUN
ecj-13829	135	17	.	.	PUNCT
ecj-13829	136	1	chatgpt	chatgpt	NOUN
ecj-13829	136	2	initial	initial	ADJ
ecj-13829	136	3	evaluation	evaluation	NOUN
ecj-13829	136	4	no	no	DET
ecj-13829	136	5	mace	mace	NOUN
ecj-13829	136	6	mace	mace	VERB
ecj-13829	136	7	no	no	DET
ecj-13829	136	8	mace	mace	NOUN
ecj-13829	136	9	according	accord	VERB
ecj-13829	136	10	to	to	ADP
ecj-13829	136	11	chatgpt	chatgpt	NOUN
ecj-13829	136	12	110	110	NUM
ecj-13829	136	13	10	10	NUM
ecj-13829	136	14	mace	mace	NOUN
ecj-13829	136	15	according	accord	VERB
ecj-13829	136	16	to	to	ADP
ecj-13829	136	17	chatgpt	chatgpt	NOUN
ecj-13829	136	18	45	45	NUM
ecj-13829	136	19	13	13	NUM
ecj-13829	136	20	sensitivity	sensitivity	NOUN
ecj-13829	136	21	:	:	PUNCT
ecj-13829	136	22	56.5	56.5	NUM
ecj-13829	136	23	%	%	NOUN
ecj-13829	136	24	(	(	PUNCT
ecj-13829	136	25	95%ci	95%ci	NUM
ecj-13829	136	26	:	:	PUNCT
ecj-13829	136	27	49.2	49.2	NUM
ecj-13829	136	28	-	-	SYM
ecj-13829	136	29	63.8	63.8	NUM
ecj-13829	136	30	)	)	PUNCT
ecj-13829	136	31	specificity	specificity	NOUN
ecj-13829	136	32	:	:	PUNCT
ecj-13829	136	33	70.9	70.9	NUM
ecj-13829	136	34	%	%	NOUN
ecj-13829	136	35	(	(	PUNCT
ecj-13829	136	36	95%ci	95%ci	NUM
ecj-13829	136	37	:	:	PUNCT
ecj-13829	136	38	64.3	64.3	NUM
ecj-13829	136	39	-	-	SYM
ecj-13829	136	40	77.6	77.6	NUM
ecj-13829	136	41	)	)	PUNCT
ecj-13829	136	42	ppv	ppv	NOUN
ecj-13829	136	43	:	:	PUNCT
ecj-13829	136	44	22.4	22.4	NUM
ecj-13829	136	45	%	%	NOUN
ecj-13829	136	46	(	(	PUNCT
ecj-13829	136	47	95%ci	95%ci	NUM
ecj-13829	136	48	:	:	PUNCT
ecj-13829	136	49	16.3	16.3	NUM
ecj-13829	136	50	-	-	SYM
ecj-13829	136	51	28.5	28.5	NUM
ecj-13829	136	52	)	)	PUNCT
ecj-13829	136	53	npv	npv	NOUN
ecj-13829	136	54	:	:	PUNCT
ecj-13829	136	55	91.7	91.7	NUM
ecj-13829	136	56	%	%	NOUN
ecj-13829	136	57	(	(	PUNCT
ecj-13829	136	58	87.6	87.6	NUM
ecj-13829	136	59	-	-	SYM
ecj-13829	136	60	95.7	95.7	NUM
ecj-13829	136	61	)	)	PUNCT
ecj-13829	136	62	chatgpt	chatgpt	NOUN
ecj-13829	136	63	intermediate	intermediate	ADJ
ecj-13829	136	64	evaluation	evaluation	NOUN
ecj-13829	136	65	no	no	DET
ecj-13829	136	66	mace	mace	NOUN
ecj-13829	136	67	mace	mace	VERB
ecj-13829	136	68	no	no	DET
ecj-13829	136	69	mace	mace	NOUN
ecj-13829	136	70	according	accord	VERB
ecj-13829	136	71	to	to	ADP
ecj-13829	136	72	chatgpt	chatgpt	NOUN
ecj-13829	136	73	87	87	NUM
ecj-13829	136	74	4	4	NUM
ecj-13829	136	75	mace	mace	NOUN
ecj-13829	136	76	according	accord	VERB
ecj-13829	136	77	to	to	ADP
ecj-13829	136	78	chatgpt	chatgpt	NOUN
ecj-13829	136	79	68	68	NUM
ecj-13829	136	80	19	19	NUM
ecj-13829	136	81	sensitivity	sensitivity	NOUN
ecj-13829	136	82	:	:	PUNCT
ecj-13829	136	83	82.6	82.6	NUM
ecj-13829	136	84	%	%	NOUN
ecj-13829	136	85	(	(	PUNCT
ecj-13829	136	86	95%ci	95%ci	NUM
ecj-13829	136	87	:	:	PUNCT
ecj-13829	136	88	77.0	77.0	NUM
ecj-13829	136	89	-	-	SYM
ecj-13829	136	90	88.2	88.2	NUM
ecj-13829	136	91	)	)	PUNCT
ecj-13829	136	92	specificity	specificity	NOUN
ecj-13829	136	93	:	:	PUNCT
ecj-13829	136	94	56.1	56.1	NUM
ecj-13829	136	95	%	%	NOUN
ecj-13829	136	96	(	(	PUNCT
ecj-13829	136	97	95%ci	95%ci	NUM
ecj-13829	136	98	:	:	PUNCT
ecj-13829	136	99	48.8	48.8	NUM
ecj-13829	136	100	-	-	SYM
ecj-13829	136	101	63.4	63.4	NUM
ecj-13829	136	102	)	)	PUNCT
ecj-13829	136	103	ppv	ppv	NOUN
ecj-13829	136	104	:	:	PUNCT
ecj-13829	136	105	21.8	21.8	NUM
ecj-13829	136	106	%	%	NOUN
ecj-13829	136	107	(	(	PUNCT
ecj-13829	136	108	95%ci	95%ci	NUM
ecj-13829	136	109	:	:	PUNCT
ecj-13829	136	110	15.8	15.8	NUM
ecj-13829	136	111	-	-	SYM
ecj-13829	136	112	27.9	27.9	NUM
ecj-13829	136	113	)	)	PUNCT
ecj-13829	136	114	npv	npv	NOUN
ecj-13829	136	115	:	:	PUNCT
ecj-13829	136	116	95.6	95.6	NUM
ecj-13829	136	117	%	%	NOUN
ecj-13829	136	118	(	(	PUNCT
ecj-13829	136	119	92.6	92.6	NUM
ecj-13829	136	120	-	-	SYM
ecj-13829	136	121	98.6	98.6	NUM
ecj-13829	136	122	)	)	PUNCT
ecj-13829	136	123	chatgpt	chatgpt	NOUN
ecj-13829	136	124	final	final	ADJ
ecj-13829	136	125	evaluation	evaluation	NOUN
ecj-13829	136	126	no	no	DET
ecj-13829	136	127	mace	mace	NOUN
ecj-13829	136	128	mace	mace	VERB
ecj-13829	136	129	no	no	DET
ecj-13829	136	130	mace	mace	NOUN
ecj-13829	136	131	according	accord	VERB
ecj-13829	136	132	to	to	ADP
ecj-13829	136	133	chatgpt	chatgpt	NOUN
ecj-13829	136	134	87	87	NUM
ecj-13829	136	135	4	4	NUM
ecj-13829	136	136	mace	mace	NOUN
ecj-13829	136	137	according	accord	VERB
ecj-13829	136	138	to	to	ADP
ecj-13829	136	139	chatgpt	chatgpt	NOUN
ecj-13829	136	140	68	68	NUM
ecj-13829	136	141	19	19	NUM
ecj-13829	136	142	sensitivity	sensitivity	NOUN
ecj-13829	136	143	:	:	PUNCT
ecj-13829	136	144	82.6	82.6	NUM
ecj-13829	136	145	%	%	NOUN
ecj-13829	136	146	(	(	PUNCT
ecj-13829	136	147	95%ci	95%ci	NUM
ecj-13829	136	148	:	:	PUNCT
ecj-13829	136	149	77.0	77.0	NUM
ecj-13829	136	150	-	-	SYM
ecj-13829	136	151	88.2	88.2	NUM
ecj-13829	136	152	)	)	PUNCT
ecj-13829	136	153	specificity	specificity	NOUN
ecj-13829	136	154	:	:	PUNCT
ecj-13829	136	155	56.1	56.1	NUM
ecj-13829	136	156	%	%	NOUN
ecj-13829	136	157	(	(	PUNCT
ecj-13829	136	158	95%ci	95%ci	NUM
ecj-13829	136	159	:	:	PUNCT
ecj-13829	136	160	48.8	48.8	NUM
ecj-13829	136	161	-	-	SYM
ecj-13829	136	162	63.4	63.4	NUM
ecj-13829	136	163	)	)	PUNCT
ecj-13829	136	164	ppv	ppv	NOUN
ecj-13829	136	165	:	:	PUNCT
ecj-13829	136	166	21.8	21.8	NUM
ecj-13829	136	167	%	%	NOUN
ecj-13829	136	168	(	(	PUNCT
ecj-13829	136	169	95%ci	95%ci	NUM
ecj-13829	136	170	:	:	PUNCT
ecj-13829	136	171	15.8	15.8	NUM
ecj-13829	136	172	-	-	SYM
ecj-13829	136	173	27.9	27.9	NUM
ecj-13829	136	174	)	)	PUNCT
ecj-13829	136	175	npv	npv	NOUN
ecj-13829	136	176	:	:	PUNCT
ecj-13829	136	177	95.6	95.6	NUM
ecj-13829	136	178	%	%	NOUN
ecj-13829	136	179	(	(	PUNCT
ecj-13829	136	180	92.6	92.6	NUM
ecj-13829	136	181	-	-	SYM
ecj-13829	136	182	98.6	98.6	NUM
ecj-13829	136	183	)	)	PUNCT
ecj-13829	136	184	mace	mace	NOUN
ecj-13829	136	185	,	,	PUNCT
ecj-13829	136	186	major	major	ADJ
ecj-13829	136	187	adverse	adverse	ADJ
ecj-13829	136	188	cardiac	cardiac	ADJ
ecj-13829	136	189	events	event	NOUN
ecj-13829	136	190	;	;	PUNCT
ecj-13829	136	191	ppv	ppv	NOUN
ecj-13829	136	192	,	,	PUNCT
ecj-13829	136	193	positive	positive	ADJ
ecj-13829	136	194	predictive	predictive	ADJ
ecj-13829	136	195	value	value	NOUN
ecj-13829	136	196	;	;	PUNCT
ecj-13829	136	197	npv	npv	NOUN
ecj-13829	136	198	,	,	PUNCT
ecj-13829	136	199	negative	negative	ADJ
ecj-13829	136	200	predictive	predictive	ADJ
ecj-13829	136	201	value	value	NOUN
ecj-13829	136	202	.	.	PUNCT
ecj-13829	137	1	[	[	X
ecj-13829	137	2	page	page	NOUN
ecj-13829	137	3	20	20	NUM
ecj-13829	137	4	]	]	PUNCT
ecj-13829	138	1	[	[	X
ecj-13829	138	2	emergency	emergency	NOUN
ecj-13829	138	3	care	care	NOUN
ecj-13829	138	4	journal	journal	NOUN
ecj-13829	138	5	2025	2025	NUM
ecj-13829	138	6	;	;	PUNCT
ecj-13829	138	7	21:13829	21:13829	NUM
ecj-13829	138	8	]	]	X
ecj-13829	138	9	this	this	DET
ecj-13829	138	10	study	study	NOUN
ecj-13829	138	11	introduces	introduce	VERB
ecj-13829	138	12	significant	significant	ADJ
ecj-13829	138	13	insights	insight	NOUN
ecj-13829	138	14	for	for	ADP
ecj-13829	138	15	clinical	clinical	ADJ
ecj-13829	138	16	practice	practice	NOUN
ecj-13829	138	17	.	.	PUNCT
ecj-13829	139	1	firstly	firstly	ADV
ecj-13829	139	2	,	,	PUNCT
ecj-13829	139	3	it	it	PRON
ecj-13829	139	4	demonstrates	demonstrate	VERB
ecj-13829	139	5	that	that	SCONJ
ecj-13829	139	6	a	a	DET
ecj-13829	139	7	specially	specially	ADV
ecj-13829	139	8	trained	train	VERB
ecj-13829	139	9	chatgpt	chatgpt	NOUN
ecj-13829	139	10	model	model	NOUN
ecj-13829	139	11	can	can	AUX
ecj-13829	139	12	achieve	achieve	VERB
ecj-13829	139	13	good	good	ADJ
ecj-13829	139	14	performance	performance	NOUN
ecj-13829	139	15	in	in	ADP
ecj-13829	139	16	identifying	identify	VERB
ecj-13829	139	17	mace	mace	NOUN
ecj-13829	139	18	,	,	PUNCT
ecj-13829	139	19	with	with	ADP
ecj-13829	139	20	predictive	predictive	ADJ
ecj-13829	139	21	ability	ability	NOUN
ecj-13829	139	22	improving	improve	VERB
ecj-13829	139	23	as	as	SCONJ
ecj-13829	139	24	more	more	ADJ
ecj-13829	139	25	information	information	NOUN
ecj-13829	139	26	is	be	AUX
ecj-13829	139	27	provided	provide	VERB
ecj-13829	139	28	.	.	PUNCT
ecj-13829	140	1	nonetheless	nonetheless	ADV
ecj-13829	140	2	,	,	PUNCT
ecj-13829	140	3	the	the	DET
ecj-13829	140	4	level	level	NOUN
ecj-13829	140	5	of	of	ADP
ecj-13829	140	6	performance	performance	NOUN
ecj-13829	140	7	attained	attain	VERB
ecj-13829	140	8	is	be	AUX
ecj-13829	140	9	not	not	PART
ecj-13829	140	10	yet	yet	ADV
ecj-13829	140	11	comparable	comparable	ADJ
ecj-13829	140	12	to	to	ADP
ecj-13829	140	13	that	that	PRON
ecj-13829	140	14	of	of	ADP
ecj-13829	140	15	other	other	ADJ
ecj-13829	140	16	artificial	artificial	ADJ
ecj-13829	140	17	intelligence	intelligence	NOUN
ecj-13829	140	18	models	model	NOUN
ecj-13829	140	19	used	use	VERB
ecj-13829	140	20	in	in	ADP
ecj-13829	140	21	chest	chest	NOUN
ecj-13829	140	22	pain	pain	NOUN
ecj-13829	140	23	assessment.11,12	assessment.11,12	NOUN
ecj-13829	140	24	for	for	ADP
ecj-13829	140	25	instance	instance	NOUN
ecj-13829	140	26	,	,	PUNCT
ecj-13829	140	27	a	a	DET
ecj-13829	140	28	recent	recent	ADJ
ecj-13829	140	29	study	study	NOUN
ecj-13829	140	30	by	by	ADP
ecj-13829	140	31	zhang	zhang	PROPN
ecj-13829	140	32	et	et	PROPN
ecj-13829	140	33	al	al	PROPN
ecj-13829	140	34	.	.	PUNCT
ecj-13829	140	35	utilizing	utilize	VERB
ecj-13829	140	36	a	a	DET
ecj-13829	140	37	machine	machine	NOUN
ecj-13829	140	38	learning	learn	VERB
ecj-13829	140	39	model	model	NOUN
ecj-13829	140	40	based	base	VERB
ecj-13829	140	41	on	on	ADP
ecj-13829	140	42	a	a	DET
ecj-13829	140	43	random	random	ADJ
ecj-13829	140	44	forest	forest	NOUN
ecj-13829	140	45	algorithm	algorithm	NOUN
ecj-13829	140	46	reported	report	VERB
ecj-13829	140	47	a	a	DET
ecj-13829	140	48	high	high	ADJ
ecj-13829	140	49	system	system	NOUN
ecj-13829	140	50	capability	capability	NOUN
ecj-13829	140	51	,	,	PUNCT
ecj-13829	140	52	achieving	achieve	VERB
ecj-13829	140	53	an	an	DET
ecj-13829	140	54	roc	roc	NOUN
ecj-13829	140	55	of	of	ADP
ecj-13829	140	56	0.915	0.915	NUM
ecj-13829	140	57	for	for	ADP
ecj-13829	140	58	predicting	predict	VERB
ecj-13829	140	59	the	the	DET
ecj-13829	140	60	risk	risk	NOUN
ecj-13829	140	61	of	of	ADP
ecj-13829	140	62	acute	acute	ADJ
ecj-13829	140	63	myocardial	myocardial	ADJ
ecj-13829	140	64	infarction	infarction	NOUN
ecj-13829	140	65	within	within	ADP
ecj-13829	140	66	one	one	NUM
ecj-13829	140	67	month	month	NOUN
ecj-13829	140	68	of	of	ADP
ecj-13829	140	69	ed	ed	NOUN
ecj-13829	140	70	admission	admission	NOUN
ecj-13829	140	71	for	for	ADP
ecj-13829	140	72	chest	chest	NOUN
ecj-13829	140	73	pain.13	pain.13	NOUN
ecj-13829	140	74	another	another	DET
ecj-13829	140	75	study	study	NOUN
ecj-13829	140	76	conducted	conduct	VERB
ecj-13829	140	77	by	by	ADP
ecj-13829	140	78	liu	liu	PROPN
ecj-13829	140	79	et	et	PROPN
ecj-13829	140	80	al	al	PROPN
ecj-13829	140	81	.	.	PROPN
ecj-13829	140	82	,	,	PUNCT
ecj-13829	140	83	which	which	PRON
ecj-13829	140	84	evaluated	evaluate	VERB
ecj-13829	140	85	chest	chest	NOUN
ecj-13829	140	86	pain	pain	NOUN
ecj-13829	140	87	in	in	ADP
ecj-13829	140	88	the	the	DET
ecj-13829	140	89	ed	ed	NOUN
ecj-13829	140	90	using	use	VERB
ecj-13829	140	91	machine	machine	NOUN
ecj-13829	140	92	learning	learning	NOUN
ecj-13829	140	93	,	,	PUNCT
ecj-13829	140	94	demonstrated	demonstrate	VERB
ecj-13829	140	95	that	that	SCONJ
ecj-13829	140	96	by	by	ADP
ecj-13829	140	97	employing	employ	VERB
ecj-13829	140	98	eight	eight	NUM
ecj-13829	140	99	dimensionality	dimensionality	NOUN
ecj-13829	140	100	reduction	reduction	NOUN
ecj-13829	140	101	methods	method	NOUN
ecj-13829	140	102	,	,	PUNCT
ecj-13829	140	103	a	a	DET
ecj-13829	140	104	roc	roc	NOUN
ecj-13829	140	105	of	of	ADP
ecj-13829	140	106	0.901	0.901	NUM
ecj-13829	140	107	was	be	AUX
ecj-13829	140	108	achieved	achieve	VERB
ecj-13829	140	109	for	for	ADP
ecj-13829	140	110	predicting	predict	VERB
ecj-13829	140	111	mace	mace	NOUN
ecj-13829	140	112	in	in	ADP
ecj-13829	140	113	patients	patient	NOUN
ecj-13829	140	114	with	with	ADP
ecj-13829	140	115	chest	chest	NOUN
ecj-13829	140	116	pain	pain	NOUN
ecj-13829	140	117	in	in	ADP
ecj-13829	140	118	the	the	DET
ecj-13829	140	119	ed.14	ed.14	NOUN
ecj-13829	140	120	this	this	DET
ecj-13829	140	121	highlights	highlight	VERB
ecj-13829	140	122	the	the	DET
ecj-13829	140	123	strong	strong	ADJ
ecj-13829	140	124	predictive	predictive	ADJ
ecj-13829	140	125	capability	capability	NOUN
ecj-13829	140	126	of	of	ADP
ecj-13829	140	127	machine	machine	NOUN
ecj-13829	140	128	learning	learning	NOUN
ecj-13829	140	129	models	model	NOUN
ecj-13829	140	130	in	in	ADP
ecj-13829	140	131	risk	risk	NOUN
ecj-13829	140	132	assessment	assessment	NOUN
ecj-13829	140	133	.	.	PUNCT
ecj-13829	141	1	the	the	DET
ecj-13829	141	2	results	result	NOUN
ecj-13829	141	3	of	of	ADP
ecj-13829	141	4	previous	previous	ADJ
ecj-13829	141	5	studies	study	NOUN
ecj-13829	141	6	indicate	indicate	VERB
ecj-13829	141	7	that	that	SCONJ
ecj-13829	141	8	ml	ml	NOUN
ecj-13829	141	9	is	be	AUX
ecj-13829	141	10	capable	capable	ADJ
ecj-13829	141	11	of	of	ADP
ecj-13829	141	12	accurately	accurately	ADV
ecj-13829	141	13	and	and	CCONJ
ecj-13829	141	14	safely	safely	ADV
ecj-13829	141	15	stratifying	stratify	VERB
ecj-13829	141	16	patients	patient	NOUN
ecj-13829	141	17	with	with	ADP
ecj-13829	141	18	chest	chest	NOUN
ecj-13829	141	19	pain	pain	NOUN
ecj-13829	141	20	who	who	PRON
ecj-13829	141	21	present	present	VERB
ecj-13829	141	22	to	to	ADP
ecj-13829	141	23	the	the	DET
ecj-13829	141	24	ed.15,16	ed.15,16	PROPN
ecj-13829	141	25	however	however	ADV
ecj-13829	141	26	,	,	PUNCT
ecj-13829	141	27	as	as	SCONJ
ecj-13829	141	28	highlighted	highlight	VERB
ecj-13829	141	29	by	by	ADP
ecj-13829	141	30	a	a	DET
ecj-13829	141	31	recent	recent	ADJ
ecj-13829	141	32	systematic	systematic	ADJ
ecj-13829	141	33	review	review	NOUN
ecj-13829	141	34	,	,	PUNCT
ecj-13829	141	35	these	these	DET
ecj-13829	141	36	excellent	excellent	ADJ
ecj-13829	141	37	results	result	NOUN
ecj-13829	141	38	face	face	VERB
ecj-13829	141	39	the	the	DET
ecj-13829	141	40	challenge	challenge	NOUN
ecj-13829	141	41	that	that	PRON
ecj-13829	141	42	ml	ml	NOUN
ecj-13829	141	43	models	model	NOUN
ecj-13829	141	44	are	be	AUX
ecj-13829	141	45	rarely	rarely	ADV
ecj-13829	141	46	implemented	implement	VERB
ecj-13829	141	47	in	in	ADP
ecj-13829	141	48	a	a	DET
ecj-13829	141	49	standardized	standardized	ADJ
ecj-13829	141	50	manner	manner	NOUN
ecj-13829	141	51	within	within	ADP
ecj-13829	141	52	electronic	electronic	ADJ
ecj-13829	141	53	health	health	NOUN
ecj-13829	141	54	records	record	NOUN
ecj-13829	141	55	.	.	PUNCT
ecj-13829	142	1	this	this	PRON
ecj-13829	142	2	may	may	AUX
ecj-13829	142	3	be	be	AUX
ecj-13829	142	4	due	due	ADJ
ecj-13829	142	5	to	to	ADP
ecj-13829	142	6	the	the	DET
ecj-13829	142	7	inherent	inherent	ADJ
ecj-13829	142	8	complexity	complexity	NOUN
ecj-13829	142	9	involved	involve	VERB
ecj-13829	142	10	in	in	ADP
ecj-13829	142	11	the	the	DET
ecj-13829	142	12	use	use	NOUN
ecj-13829	142	13	and	and	CCONJ
ecj-13829	142	14	implementation	implementation	NOUN
ecj-13829	142	15	of	of	ADP
ecj-13829	142	16	advanced	advanced	ADJ
ecj-13829	142	17	tools	tool	NOUN
ecj-13829	142	18	like	like	ADP
ecj-13829	142	19	ml	ml	NOUN
ecj-13829	142	20	,	,	PUNCT
ecj-13829	142	21	which	which	PRON
ecj-13829	142	22	can	can	AUX
ecj-13829	142	23	pose	pose	VERB
ecj-13829	142	24	significant	significant	ADJ
ecj-13829	142	25	practical	practical	ADJ
ecj-13829	142	26	and	and	CCONJ
ecj-13829	142	27	logistical	logistical	ADJ
ecj-13829	142	28	hurdles	hurdle	NOUN
ecj-13829	142	29	for	for	ADP
ecj-13829	142	30	widespread	widespread	ADJ
ecj-13829	142	31	clinical	clinical	ADJ
ecj-13829	142	32	adoption.15,16	adoption.15,16	NOUN
ecj-13829	142	33	in	in	ADP
ecj-13829	142	34	contrast	contrast	NOUN
ecj-13829	142	35	,	,	PUNCT
ecj-13829	142	36	an	an	DET
ecj-13829	142	37	llm	llm	NOUN
ecj-13829	142	38	like	like	ADP
ecj-13829	142	39	chatgpt	chatgpt	NOUN
ecj-13829	142	40	,	,	PUNCT
ecj-13829	142	41	being	be	AUX
ecj-13829	142	42	readily	readily	ADV
ecj-13829	142	43	accessible	accessible	ADJ
ecj-13829	142	44	and	and	CCONJ
ecj-13829	142	45	easy	easy	ADJ
ecj-13829	142	46	to	to	PART
ecj-13829	142	47	use	use	VERB
ecj-13829	142	48	,	,	PUNCT
ecj-13829	142	49	could	could	AUX
ecj-13829	142	50	represent	represent	VERB
ecj-13829	142	51	a	a	DET
ecj-13829	142	52	more	more	ADV
ecj-13829	142	53	convenient	convenient	ADJ
ecj-13829	142	54	alternative	alternative	NOUN
ecj-13829	142	55	to	to	ADP
ecj-13829	142	56	the	the	DET
ecj-13829	142	57	more	more	ADV
ecj-13829	142	58	complex	complex	ADJ
ecj-13829	142	59	ml	ml	NOUN
ecj-13829	142	60	models.17	models.17	NOUN
ecj-13829	142	61	secondly	secondly	ADV
ecj-13829	142	62	,	,	PUNCT
ecj-13829	142	63	the	the	DET
ecj-13829	142	64	study	study	NOUN
ecj-13829	142	65	demonstrated	demonstrate	VERB
ecj-13829	142	66	that	that	SCONJ
ecj-13829	142	67	llms	llm	NOUN
ecj-13829	142	68	like	like	ADP
ecj-13829	142	69	chatgpt	chatgpt	NOUN
ecj-13829	142	70	are	be	AUX
ecj-13829	142	71	not	not	PART
ecj-13829	142	72	reliably	reliably	ADV
ecj-13829	142	73	able	able	ADJ
ecj-13829	142	74	to	to	PART
ecj-13829	142	75	accurately	accurately	ADV
ecj-13829	142	76	determine	determine	VERB
ecj-13829	142	77	the	the	DET
ecj-13829	142	78	severity	severity	NOUN
ecj-13829	142	79	of	of	ADP
ecj-13829	142	80	a	a	DET
ecj-13829	142	81	patient	patient	NOUN
ecj-13829	142	82	’s	’s	PART
ecj-13829	142	83	condition	condition	NOUN
ecj-13829	142	84	.	.	PUNCT
ecj-13829	143	1	in	in	ADP
ecj-13829	143	2	the	the	DET
ecj-13829	143	3	initial	initial	ADJ
ecj-13829	143	4	evaluation	evaluation	NOUN
ecj-13829	143	5	,	,	PUNCT
ecj-13829	143	6	which	which	PRON
ecj-13829	143	7	included	include	VERB
ecj-13829	143	8	only	only	ADV
ecj-13829	143	9	ecg	ecg	PROPN
ecj-13829	143	10	and	and	CCONJ
ecj-13829	143	11	clinical	clinical	ADJ
ecj-13829	143	12	history	history	NOUN
ecj-13829	143	13	,	,	PUNCT
ecj-13829	143	14	chatgpt	chatgpt	NOUN
ecj-13829	143	15	classified	classify	VERB
ecj-13829	143	16	only	only	ADV
ecj-13829	143	17	3	3	NUM
ecj-13829	143	18	mace	mace	NOUN
ecj-13829	143	19	patients	patient	NOUN
ecj-13829	143	20	as	as	ADP
ecj-13829	143	21	very	very	ADV
ecj-13829	143	22	urgent	urgent	ADJ
ecj-13829	143	23	,	,	PUNCT
ecj-13829	143	24	while	while	SCONJ
ecj-13829	143	25	the	the	DET
ecj-13829	143	26	remaining	remain	VERB
ecj-13829	143	27	20	20	NUM
ecj-13829	143	28	were	be	AUX
ecj-13829	143	29	categorized	categorize	VERB
ecj-13829	143	30	as	as	ADP
ecj-13829	143	31	either	either	CCONJ
ecj-13829	143	32	urgent	urgent	ADJ
ecj-13829	143	33	or	or	CCONJ
ecj-13829	143	34	non	non	ADJ
ecj-13829	143	35	-	-	ADJ
ecj-13829	143	36	urgent	urgent	ADJ
ecj-13829	143	37	.	.	PUNCT
ecj-13829	144	1	at	at	ADP
ecj-13829	144	2	the	the	DET
ecj-13829	144	3	second	second	ADJ
ecj-13829	144	4	evaluation	evaluation	NOUN
ecj-13829	144	5	,	,	PUNCT
ecj-13829	144	6	with	with	ADP
ecj-13829	144	7	the	the	DET
ecj-13829	144	8	addition	addition	NOUN
ecj-13829	144	9	of	of	ADP
ecj-13829	144	10	the	the	DET
ecj-13829	144	11	first	first	ADJ
ecj-13829	144	12	troponin	troponin	ADJ
ecj-13829	144	13	test	test	NOUN
ecj-13829	144	14	,	,	PUNCT
ecj-13829	144	15	chatgpt	chatgpt	NOUN
ecj-13829	144	16	’s	’s	PART
ecj-13829	144	17	performance	performance	NOUN
ecj-13829	144	18	improved	improve	VERB
ecj-13829	144	19	,	,	PUNCT
ecj-13829	144	20	classifying	classify	VERB
ecj-13829	144	21	12	12	NUM
ecj-13829	144	22	mace	mace	NOUN
ecj-13829	144	23	patients	patient	NOUN
ecj-13829	144	24	as	as	ADP
ecj-13829	144	25	very	very	ADV
ecj-13829	144	26	urgent	urgent	ADJ
ecj-13829	144	27	;	;	PUNCT
ecj-13829	144	28	however	however	ADV
ecj-13829	144	29	,	,	PUNCT
ecj-13829	144	30	11	11	NUM
ecj-13829	144	31	mace	mace	NOUN
ecj-13829	144	32	patients	patient	NOUN
ecj-13829	144	33	were	be	AUX
ecj-13829	144	34	still	still	ADV
ecj-13829	144	35	identified	identify	VERB
ecj-13829	144	36	as	as	ADP
ecj-13829	144	37	urgent	urgent	ADJ
ecj-13829	144	38	or	or	CCONJ
ecj-13829	144	39	non	non	ADJ
ecj-13829	144	40	-	-	ADJ
ecj-13829	144	41	urgent	urgent	ADJ
ecj-13829	144	42	.	.	PUNCT
ecj-13829	145	1	finally	finally	ADV
ecj-13829	145	2	,	,	PUNCT
ecj-13829	145	3	in	in	ADP
ecj-13829	145	4	the	the	DET
ecj-13829	145	5	third	third	ADJ
ecj-13829	145	6	evaluation	evaluation	NOUN
ecj-13829	145	7	,	,	PUNCT
ecj-13829	145	8	after	after	ADP
ecj-13829	145	9	the	the	DET
ecj-13829	145	10	second	second	ADJ
ecj-13829	145	11	troponin	troponin	ADJ
ecj-13829	145	12	test	test	NOUN
ecj-13829	145	13	,	,	PUNCT
ecj-13829	145	14	chatgpt	chatgpt	NOUN
ecj-13829	145	15	identified	identify	VERB
ecj-13829	145	16	13	13	NUM
ecj-13829	145	17	mace	mace	NOUN
ecj-13829	145	18	patients	patient	NOUN
ecj-13829	145	19	as	as	ADP
ecj-13829	145	20	very	very	ADV
ecj-13829	145	21	urgent	urgent	ADJ
ecj-13829	145	22	,	,	PUNCT
ecj-13829	145	23	leaving	leave	VERB
ecj-13829	145	24	the	the	DET
ecj-13829	145	25	remaining	remain	VERB
ecj-13829	145	26	10	10	NUM
ecj-13829	145	27	classified	classify	VERB
ecj-13829	145	28	as	as	ADP
ecj-13829	145	29	either	either	CCONJ
ecj-13829	145	30	urgent	urgent	ADJ
ecj-13829	145	31	or	or	CCONJ
ecj-13829	145	32	non	non	ADJ
ecj-13829	145	33	-	-	ADJ
ecj-13829	145	34	urgent	urgent	ADJ
ecj-13829	145	35	.	.	PUNCT
ecj-13829	146	1	this	this	PRON
ecj-13829	146	2	indicates	indicate	VERB
ecj-13829	146	3	a	a	DET
ecj-13829	146	4	difficulty	difficulty	NOUN
ecj-13829	146	5	for	for	ADP
ecj-13829	146	6	chatgpt	chatgpt	NOUN
ecj-13829	146	7	in	in	ADP
ecj-13829	146	8	accurately	accurately	ADV
ecj-13829	146	9	determining	determine	VERB
ecj-13829	146	10	the	the	DET
ecj-13829	146	11	urgency	urgency	NOUN
ecj-13829	146	12	of	of	ADP
ecj-13829	146	13	patients	patient	NOUN
ecj-13829	146	14	,	,	PUNCT
ecj-13829	146	15	a	a	DET
ecj-13829	146	16	weakness	weakness	NOUN
ecj-13829	146	17	that	that	PRON
ecj-13829	146	18	has	have	AUX
ecj-13829	146	19	been	be	AUX
ecj-13829	146	20	noted	note	VERB
ecj-13829	146	21	in	in	ADP
ecj-13829	146	22	other	other	ADJ
ecj-13829	146	23	studies	study	NOUN
ecj-13829	146	24	and	and	CCONJ
ecj-13829	146	25	contexts	context	NOUN
ecj-13829	146	26	.	.	PUNCT
ecj-13829	147	1	for	for	ADP
ecj-13829	147	2	instance	instance	NOUN
ecj-13829	147	3	,	,	PUNCT
ecj-13829	147	4	a	a	DET
ecj-13829	147	5	simulated	simulate	VERB
ecj-13829	147	6	study	study	NOUN
ecj-13829	147	7	on	on	ADP
ecj-13829	147	8	chatgpt	chatgpt	NOUN
ecj-13829	147	9	’s	’s	PART
ecj-13829	147	10	ability	ability	NOUN
ecj-13829	147	11	to	to	PART
ecj-13829	147	12	triage	triage	NOUN
ecj-13829	147	13	patients	patient	NOUN
ecj-13829	147	14	showed	show	VERB
ecj-13829	147	15	a	a	DET
ecj-13829	147	16	tendency	tendency	NOUN
ecj-13829	147	17	to	to	PART
ecj-13829	147	18	overestimate	overestimate	VERB
ecj-13829	147	19	patient	patient	ADJ
ecj-13829	147	20	severity	severity	NOUN
ecj-13829	147	21	compared	compare	VERB
ecj-13829	147	22	to	to	ADP
ecj-13829	147	23	human	human	ADJ
ecj-13829	147	24	operators	operator	NOUN
ecj-13829	147	25	,	,	PUNCT
ecj-13829	147	26	suggesting	suggest	VERB
ecj-13829	147	27	that	that	DET
ecj-13829	147	28	chatgpt	chatgpt	NOUN
ecj-13829	147	29	may	may	AUX
ecj-13829	147	30	not	not	PART
ecj-13829	147	31	yet	yet	ADV
ecj-13829	147	32	be	be	AUX
ecj-13829	147	33	a	a	DET
ecj-13829	147	34	fully	fully	ADV
ecj-13829	147	35	realistic	realistic	ADJ
ecj-13829	147	36	alternative	alternative	NOUN
ecj-13829	147	37	to	to	ADP
ecj-13829	147	38	human	human	NOUN
ecj-13829	147	39	judgment.18	judgment.18	PROPN
ecj-13829	147	40	additionally	additionally	ADV
ecj-13829	147	41	,	,	PUNCT
ecj-13829	147	42	a	a	DET
ecj-13829	147	43	recent	recent	ADJ
ecj-13829	147	44	study	study	NOUN
ecj-13829	147	45	by	by	ADP
ecj-13829	147	46	heston	heston	PROPN
ecj-13829	147	47	et	et	PROPN
ecj-13829	147	48	al	al	PROPN
ecj-13829	147	49	.	.	PROPN
ecj-13829	147	50	,	,	PUNCT
ecj-13829	147	51	which	which	PRON
ecj-13829	147	52	examined	examine	VERB
ecj-13829	147	53	simulated	simulate	VERB
ecj-13829	147	54	clinical	clinical	ADJ
ecj-13829	147	55	cases	case	NOUN
ecj-13829	147	56	of	of	ADP
ecj-13829	147	57	chest	chest	NOUN
ecj-13829	147	58	pain	pain	NOUN
ecj-13829	147	59	,	,	PUNCT
ecj-13829	147	60	found	find	VERB
ecj-13829	147	61	that	that	SCONJ
ecj-13829	147	62	when	when	SCONJ
ecj-13829	147	63	chatgpt	chatgpt	NOUN
ecj-13829	147	64	was	be	AUX
ecj-13829	147	65	provided	provide	VERB
ecj-13829	147	66	with	with	ADP
ecj-13829	147	67	the	the	DET
ecj-13829	147	68	same	same	ADJ
ecj-13829	147	69	information	information	NOUN
ecj-13829	147	70	used	use	VERB
ecj-13829	147	71	in	in	ADP
ecj-13829	147	72	timi	timi	PROPN
ecj-13829	147	73	and	and	CCONJ
ecj-13829	147	74	heart	heart	NOUN
ecj-13829	147	75	scores	score	NOUN
ecj-13829	147	76	,	,	PUNCT
ecj-13829	147	77	it	it	PRON
ecj-13829	147	78	did	do	AUX
ecj-13829	147	79	not	not	PART
ecj-13829	147	80	perform	perform	VERB
ecj-13829	147	81	comparably.19	comparably.19	NOUN
ecj-13829	147	82	in	in	ADP
ecj-13829	147	83	fact	fact	NOUN
ecj-13829	147	84	,	,	PUNCT
ecj-13829	147	85	correlations	correlation	NOUN
ecj-13829	147	86	between	between	ADP
ecj-13829	147	87	chatgpt	chatgpt	NOUN
ecj-13829	147	88	’s	’s	PART
ecj-13829	147	89	assessments	assessment	NOUN
ecj-13829	147	90	and	and	CCONJ
ecj-13829	147	91	these	these	DET
ecj-13829	147	92	scoring	scoring	NOUN
ecj-13829	147	93	systems	system	NOUN
ecj-13829	147	94	were	be	AUX
ecj-13829	147	95	not	not	PART
ecj-13829	147	96	fully	fully	ADV
ecj-13829	147	97	aligned	align	VERB
ecj-13829	147	98	,	,	PUNCT
ecj-13829	147	99	highlighting	highlight	VERB
ecj-13829	147	100	its	its	PRON
ecj-13829	147	101	limitations	limitation	NOUN
ecj-13829	147	102	relative	relative	ADJ
ecj-13829	147	103	to	to	ADP
ecj-13829	147	104	established	establish	VERB
ecj-13829	147	105	clinical	clinical	ADJ
ecj-13829	147	106	tools	tool	NOUN
ecj-13829	147	107	.	.	PUNCT
ecj-13829	148	1	this	this	PRON
ecj-13829	148	2	demonstrates	demonstrate	VERB
ecj-13829	148	3	chatgpt	chatgpt	NOUN
ecj-13829	148	4	’s	’s	PART
ecj-13829	148	5	current	current	ADJ
ecj-13829	148	6	inability	inability	NOUN
ecj-13829	148	7	to	to	PART
ecj-13829	148	8	safely	safely	ADV
ecj-13829	148	9	quantify	quantify	VERB
ecj-13829	148	10	patient	patient	ADJ
ecj-13829	148	11	risk	risk	NOUN
ecj-13829	148	12	and	and	CCONJ
ecj-13829	148	13	to	to	PART
ecj-13829	148	14	stratify	stratify	VERB
ecj-13829	148	15	patients	patient	NOUN
ecj-13829	148	16	in	in	ADP
ecj-13829	148	17	accordance	accordance	NOUN
ecj-13829	148	18	with	with	ADP
ecj-13829	148	19	clinical	clinical	ADJ
ecj-13829	148	20	needs	need	NOUN
ecj-13829	148	21	.	.	PUNCT
ecj-13829	149	1	despite	despite	SCONJ
ecj-13829	149	2	showing	show	VERB
ecj-13829	149	3	promise	promise	NOUN
ecj-13829	149	4	as	as	ADP
ecj-13829	149	5	a	a	DET
ecj-13829	149	6	supplementary	supplementary	ADJ
ecj-13829	149	7	tool	tool	NOUN
ecj-13829	149	8	,	,	PUNCT
ecj-13829	149	9	chatgpt	chatgpt	NOUN
ecj-13829	149	10	lacks	lack	VERB
ecj-13829	149	11	the	the	DET
ecj-13829	149	12	precision	precision	NOUN
ecj-13829	149	13	required	require	VERB
ecj-13829	149	14	for	for	ADP
ecj-13829	149	15	reliable	reliable	ADJ
ecj-13829	149	16	risk	risk	NOUN
ecj-13829	149	17	assessment	assessment	NOUN
ecj-13829	149	18	and	and	CCONJ
ecj-13829	149	19	urgency	urgency	NOUN
ecj-13829	149	20	classification	classification	NOUN
ecj-13829	149	21	,	,	PUNCT
ecj-13829	149	22	which	which	PRON
ecj-13829	149	23	are	be	AUX
ecj-13829	149	24	critical	critical	ADJ
ecj-13829	149	25	for	for	ADP
ecj-13829	149	26	effective	effective	ADJ
ecj-13829	149	27	decision	decision	NOUN
ecj-13829	149	28	-	-	PUNCT
ecj-13829	149	29	making	making	NOUN
ecj-13829	149	30	in	in	ADP
ecj-13829	149	31	clinical	clinical	ADJ
ecj-13829	149	32	settings	setting	NOUN
ecj-13829	149	33	.	.	PUNCT
ecj-13829	150	1	third	third	ADV
ecj-13829	150	2	,	,	PUNCT
ecj-13829	150	3	the	the	DET
ecj-13829	150	4	integration	integration	NOUN
ecj-13829	150	5	of	of	ADP
ecj-13829	150	6	a	a	DET
ecj-13829	150	7	decision	decision	NOUN
ecj-13829	150	8	-	-	PUNCT
ecj-13829	150	9	support	support	NOUN
ecj-13829	150	10	tool	tool	NOUN
ecj-13829	150	11	like	like	ADP
ecj-13829	150	12	chatgpt	chatgpt	NOUN
ecj-13829	150	13	into	into	ADP
ecj-13829	150	14	the	the	DET
ecj-13829	150	15	clinical	clinical	ADJ
ecj-13829	150	16	decision	decision	NOUN
ecj-13829	150	17	-	-	PUNCT
ecj-13829	150	18	making	make	VERB
ecj-13829	150	19	process	process	NOUN
ecj-13829	150	20	for	for	ADP
ecj-13829	150	21	managing	manage	VERB
ecj-13829	150	22	complex	complex	ADJ
ecj-13829	150	23	chest	chest	NOUN
ecj-13829	150	24	pain	pain	NOUN
ecj-13829	150	25	patients	patient	NOUN
ecj-13829	150	26	could	could	AUX
ecj-13829	150	27	provide	provide	VERB
ecj-13829	150	28	clinicians	clinician	NOUN
ecj-13829	150	29	,	,	PUNCT
ecj-13829	150	30	both	both	PRON
ecj-13829	150	31	nurses	nurse	NOUN
ecj-13829	150	32	and	and	CCONJ
ecj-13829	150	33	physicians	physician	NOUN
ecj-13829	150	34	,	,	PUNCT
ecj-13829	150	35	with	with	ADP
ecj-13829	150	36	an	an	DET
ecj-13829	150	37	intelligent	intelligent	ADJ
ecj-13829	150	38	,	,	PUNCT
ecj-13829	150	39	analytical	analytical	ADJ
ecj-13829	150	40	resource	resource	NOUN
ecj-13829	150	41	for	for	ADP
ecj-13829	150	42	comparing	compare	VERB
ecj-13829	150	43	their	their	PRON
ecj-13829	150	44	own	own	ADJ
ecj-13829	150	45	decisions	decision	NOUN
ecj-13829	150	46	.	.	PUNCT
ecj-13829	151	1	such	such	DET
ecj-13829	151	2	a	a	DET
ecj-13829	151	3	tool	tool	NOUN
ecj-13829	151	4	may	may	AUX
ecj-13829	151	5	help	help	VERB
ecj-13829	151	6	to	to	PART
ecj-13829	151	7	clarify	clarify	VERB
ecj-13829	151	8	clinical	clinical	ADJ
ecj-13829	151	9	uncertainties	uncertainty	NOUN
ecj-13829	151	10	often	often	ADV
ecj-13829	151	11	encountered	encounter	VERB
ecj-13829	151	12	when	when	SCONJ
ecj-13829	151	13	assessing	assess	VERB
ecj-13829	151	14	complex	complex	ADJ
ecj-13829	151	15	and	and	CCONJ
ecj-13829	151	16	complicated	complicated	ADJ
ecj-13829	151	17	patients	patient	NOUN
ecj-13829	151	18	.	.	PUNCT
ecj-13829	152	1	while	while	SCONJ
ecj-13829	152	2	this	this	DET
ecj-13829	152	3	study	study	NOUN
ecj-13829	152	4	does	do	AUX
ecj-13829	152	5	not	not	PART
ecj-13829	152	6	establish	establish	VERB
ecj-13829	152	7	the	the	DET
ecj-13829	152	8	effectiveness	effectiveness	NOUN
ecj-13829	152	9	of	of	ADP
ecj-13829	152	10	such	such	DET
ecj-13829	152	11	a	a	DET
ecj-13829	152	12	tool	tool	NOUN
ecj-13829	152	13	,	,	PUNCT
ecj-13829	152	14	it	it	PRON
ecj-13829	152	15	opens	open	VERB
ecj-13829	152	16	the	the	DET
ecj-13829	152	17	door	door	NOUN
ecj-13829	152	18	to	to	ADP
ecj-13829	152	19	future	future	ADJ
ecj-13829	152	20	research	research	NOUN
ecj-13829	152	21	on	on	ADP
ecj-13829	152	22	applying	apply	VERB
ecj-13829	152	23	dynamic	dynamic	ADJ
ecj-13829	152	24	decision	decision	NOUN
ecj-13829	152	25	support	support	NOUN
ecj-13829	152	26	in	in	ADP
ecj-13829	152	27	the	the	DET
ecj-13829	152	28	evaluation	evaluation	NOUN
ecj-13829	152	29	of	of	ADP
ecj-13829	152	30	ed	ed	NOUN
ecj-13829	152	31	patients	patient	NOUN
ecj-13829	152	32	with	with	ADP
ecj-13829	152	33	chest	chest	NOUN
ecj-13829	152	34	pain	pain	NOUN
ecj-13829	152	35	.	.	PUNCT
ecj-13829	153	1	this	this	PRON
ecj-13829	153	2	could	could	AUX
ecj-13829	153	3	allow	allow	VERB
ecj-13829	153	4	ai	ai	VERB
ecj-13829	153	5	tools	tool	NOUN
ecj-13829	153	6	to	to	PART
ecj-13829	153	7	be	be	AUX
ecj-13829	153	8	further	far	ADV
ecj-13829	153	9	enhanced	enhance	VERB
ecj-13829	153	10	with	with	ADP
ecj-13829	153	11	richer	rich	ADJ
ecj-13829	153	12	information	information	NOUN
ecj-13829	153	13	to	to	PART
ecj-13829	153	14	better	well	ADV
ecj-13829	153	15	support	support	VERB
ecj-13829	153	16	clinical	clinical	ADJ
ecj-13829	153	17	decision	decision	NOUN
ecj-13829	153	18	-	-	PUNCT
ecj-13829	153	19	making	making	NOUN
ecj-13829	153	20	.	.	PUNCT
ecj-13829	154	1	currently	currently	ADV
ecj-13829	154	2	,	,	PUNCT
ecj-13829	154	3	available	available	ADJ
ecj-13829	154	4	studies	study	NOUN
ecj-13829	154	5	have	have	AUX
ecj-13829	154	6	created	create	VERB
ecj-13829	154	7	ai	ai	NOUN
ecj-13829	154	8	tools	tool	NOUN
ecj-13829	154	9	focused	focus	VERB
ecj-13829	154	10	on	on	ADP
ecj-13829	154	11	patient	patient	ADJ
ecj-13829	154	12	stratification	stratification	NOUN
ecj-13829	154	13	at	at	ADP
ecj-13829	154	14	a	a	DET
ecj-13829	154	15	single	single	ADJ
ecj-13829	154	16	point	point	NOUN
ecj-13829	154	17	in	in	ADP
ecj-13829	154	18	time	time	NOUN
ecj-13829	154	19	,	,	PUNCT
ecj-13829	154	20	without	without	ADP
ecj-13829	154	21	accounting	account	VERB
ecj-13829	154	22	for	for	ADP
ecj-13829	154	23	the	the	DET
ecj-13829	154	24	dynamic	dynamic	ADJ
ecj-13829	154	25	nature	nature	NOUN
ecj-13829	154	26	of	of	ADP
ecj-13829	154	27	patient	patient	ADJ
ecj-13829	154	28	evaluation	evaluation	NOUN
ecj-13829	154	29	or	or	CCONJ
ecj-13829	154	30	the	the	DET
ecj-13829	154	31	information	information	NOUN
ecj-13829	154	32	gathered	gather	VERB
ecj-13829	154	33	at	at	ADP
ecj-13829	154	34	different	different	ADJ
ecj-13829	154	35	stages	stage	NOUN
ecj-13829	154	36	,	,	PUNCT
ecj-13829	154	37	as	as	SCONJ
ecj-13829	154	38	done	do	VERB
ecj-13829	154	39	in	in	ADP
ecj-13829	154	40	this	this	DET
ecj-13829	154	41	study.20,21	study.20,21	NOUN
ecj-13829	154	42	the	the	DET
ecj-13829	154	43	strategy	strategy	NOUN
ecj-13829	154	44	applied	apply	VERB
ecj-13829	154	45	here	here	ADV
ecj-13829	154	46	could	could	AUX
ecj-13829	154	47	inform	inform	VERB
ecj-13829	154	48	future	future	ADJ
ecj-13829	154	49	development	development	NOUN
ecj-13829	154	50	of	of	ADP
ecj-13829	154	51	ed	ed	NOUN
ecj-13829	154	52	support	support	NOUN
ecj-13829	154	53	tools	tool	NOUN
ecj-13829	154	54	that	that	PRON
ecj-13829	154	55	are	be	AUX
ecj-13829	154	56	not	not	PART
ecj-13829	154	57	only	only	ADV
ecj-13829	154	58	effective	effective	ADJ
ecj-13829	154	59	but	but	CCONJ
ecj-13829	154	60	also	also	ADV
ecj-13829	154	61	adaptive	adaptive	ADJ
ecj-13829	154	62	,	,	PUNCT
ecj-13829	154	63	capable	capable	ADJ
ecj-13829	154	64	of	of	ADP
ecj-13829	154	65	incorporating	incorporate	VERB
ecj-13829	154	66	data	datum	NOUN
ecj-13829	154	67	continuously	continuously	ADV
ecj-13829	154	68	throughout	throughout	ADP
ecj-13829	154	69	the	the	DET
ecj-13829	154	70	patient	patient	ADJ
ecj-13829	154	71	evaluation	evaluation	NOUN
ecj-13829	154	72	process	process	NOUN
ecj-13829	154	73	.	.	PUNCT
ecj-13829	155	1	this	this	DET
ecj-13829	155	2	dynamic	dynamic	ADJ
ecj-13829	155	3	approach	approach	NOUN
ecj-13829	155	4	may	may	AUX
ecj-13829	155	5	ultimately	ultimately	ADV
ecj-13829	155	6	provide	provide	VERB
ecj-13829	155	7	more	more	ADV
ecj-13829	155	8	realistic	realistic	ADJ
ecj-13829	155	9	,	,	PUNCT
ecj-13829	155	10	real	real	ADJ
ecj-13829	155	11	-	-	PUNCT
ecj-13829	155	12	time	time	NOUN
ecj-13829	155	13	support	support	NOUN
ecj-13829	155	14	for	for	ADP
ecj-13829	155	15	ed	ed	NOUN
ecj-13829	155	16	clinicians	clinician	NOUN
ecj-13829	155	17	,	,	PUNCT
ecj-13829	155	18	potentially	potentially	ADV
ecj-13829	155	19	transforming	transform	VERB
ecj-13829	155	20	ai	ai	VERB
ecj-13829	155	21	’s	’s	PART
ecj-13829	155	22	role	role	NOUN
ecj-13829	155	23	in	in	ADP
ecj-13829	155	24	emergency	emergency	NOUN
ecj-13829	155	25	care	care	NOUN
ecj-13829	155	26	.	.	PUNCT
ecj-13829	156	1	limitations	limitation	NOUN
ecj-13829	156	2	the	the	DET
ecj-13829	156	3	study	study	NOUN
ecj-13829	156	4	has	have	VERB
ecj-13829	156	5	important	important	ADJ
ecj-13829	156	6	limitations	limitation	NOUN
ecj-13829	156	7	.	.	PUNCT
ecj-13829	157	1	first	first	ADV
ecj-13829	157	2	,	,	PUNCT
ecj-13829	157	3	its	its	PRON
ecj-13829	157	4	single	single	ADJ
ecj-13829	157	5	-	-	PUNCT
ecj-13829	157	6	center	center	NOUN
ecj-13829	157	7	design	design	NOUN
ecj-13829	157	8	subjects	subject	VERB
ecj-13829	157	9	it	it	PRON
ecj-13829	157	10	to	to	ADP
ecj-13829	157	11	all	all	DET
ecj-13829	157	12	the	the	DET
ecj-13829	157	13	inherent	inherent	ADJ
ecj-13829	157	14	limitations	limitation	NOUN
ecj-13829	157	15	associated	associate	VERB
ecj-13829	157	16	with	with	ADP
ecj-13829	157	17	this	this	DET
ecj-13829	157	18	type	type	NOUN
ecj-13829	157	19	of	of	ADP
ecj-13829	157	20	study	study	NOUN
ecj-13829	157	21	,	,	PUNCT
ecj-13829	157	22	including	include	VERB
ecj-13829	157	23	reduced	reduce	VERB
ecj-13829	157	24	generalizability	generalizability	NOUN
ecj-13829	157	25	.	.	PUNCT
ecj-13829	158	1	second	second	ADJ
ecj-13829	158	2	,	,	PUNCT
ecj-13829	158	3	the	the	DET
ecj-13829	158	4	study	study	NOUN
ecj-13829	158	5	evaluated	evaluate	VERB
ecj-13829	158	6	only	only	ADV
ecj-13829	158	7	the	the	DET
ecj-13829	158	8	performance	performance	NOUN
ecj-13829	158	9	of	of	ADP
ecj-13829	158	10	chatgpt	chatgpt	NOUN
ecj-13829	158	11	without	without	ADP
ecj-13829	158	12	directly	directly	ADV
ecj-13829	158	13	comparing	compare	VERB
ecj-13829	158	14	it	it	PRON
ecj-13829	158	15	to	to	ADP
ecj-13829	158	16	that	that	PRON
ecj-13829	158	17	of	of	ADP
ecj-13829	158	18	ed	ed	PROPN
ecj-13829	158	19	physicians	physician	NOUN
ecj-13829	158	20	,	,	PUNCT
ecj-13829	158	21	leaving	leave	VERB
ecj-13829	158	22	it	it	PRON
ecj-13829	158	23	unclear	unclear	ADJ
ecj-13829	158	24	whether	whether	SCONJ
ecj-13829	158	25	chatgpt	chatgpt	NOUN
ecj-13829	158	26	could	could	AUX
ecj-13829	158	27	outperform	outperform	VERB
ecj-13829	158	28	human	human	ADJ
ecj-13829	158	29	judgment	judgment	NOUN
ecj-13829	158	30	.	.	PUNCT
ecj-13829	159	1	nevertheless	nevertheless	ADV
ecj-13829	159	2	,	,	PUNCT
ecj-13829	159	3	the	the	DET
ecj-13829	159	4	study	study	NOUN
ecj-13829	159	5	’s	’s	PART
ecj-13829	159	6	objective	objective	NOUN
ecj-13829	159	7	was	be	AUX
ecj-13829	159	8	to	to	PART
ecj-13829	159	9	assess	assess	VERB
ecj-13829	159	10	chatgpt	chatgpt	NOUN
ecj-13829	159	11	’s	’s	PART
ecj-13829	159	12	potential	potential	NOUN
ecj-13829	159	13	as	as	ADP
ecj-13829	159	14	a	a	DET
ecj-13829	159	15	supportive	supportive	ADJ
ecj-13829	159	16	tool	tool	NOUN
ecj-13829	159	17	,	,	PUNCT
ecj-13829	159	18	rather	rather	ADV
ecj-13829	159	19	than	than	SCONJ
ecj-13829	159	20	to	to	PART
ecj-13829	159	21	directly	directly	ADV
ecj-13829	159	22	compare	compare	VERB
ecj-13829	159	23	it	it	PRON
ecj-13829	159	24	with	with	ADP
ecj-13829	159	25	clinician	clinician	ADJ
ecj-13829	159	26	performance	performance	NOUN
ecj-13829	159	27	.	.	PUNCT
ecj-13829	160	1	we	we	PRON
ecj-13829	160	2	acknowledge	acknowledge	VERB
ecj-13829	160	3	that	that	SCONJ
ecj-13829	160	4	this	this	PRON
ecj-13829	160	5	represents	represent	VERB
ecj-13829	160	6	a	a	DET
ecj-13829	160	7	major	major	ADJ
ecj-13829	160	8	limitation	limitation	NOUN
ecj-13829	160	9	.	.	PUNCT
ecj-13829	161	1	a	a	DET
ecj-13829	161	2	direct	direct	ADJ
ecj-13829	161	3	comparison	comparison	NOUN
ecj-13829	161	4	with	with	ADP
ecj-13829	161	5	physician	physician	NOUN
ecj-13829	161	6	decision	decision	NOUN
ecj-13829	161	7	-	-	PUNCT
ecj-13829	161	8	making	making	NOUN
ecj-13829	161	9	would	would	AUX
ecj-13829	161	10	have	have	AUX
ecj-13829	161	11	offered	offer	VERB
ecj-13829	161	12	a	a	DET
ecj-13829	161	13	more	more	ADV
ecj-13829	161	14	comprehensive	comprehensive	ADJ
ecj-13829	161	15	understanding	understanding	NOUN
ecj-13829	161	16	of	of	ADP
ecj-13829	161	17	the	the	DET
ecj-13829	161	18	tool	tool	NOUN
ecj-13829	161	19	’s	’s	PART
ecj-13829	161	20	actual	actual	ADJ
ecj-13829	161	21	utility	utility	NOUN
ecj-13829	161	22	and	and	CCONJ
ecj-13829	161	23	clinical	clinical	ADJ
ecj-13829	161	24	relevance	relevance	NOUN
ecj-13829	161	25	.	.	PUNCT
ecj-13829	162	1	future	future	ADJ
ecj-13829	162	2	studies	study	NOUN
ecj-13829	162	3	should	should	AUX
ecj-13829	162	4	be	be	AUX
ecj-13829	162	5	designed	design	VERB
ecj-13829	162	6	to	to	PART
ecj-13829	162	7	explore	explore	VERB
ecj-13829	162	8	this	this	DET
ecj-13829	162	9	comparison	comparison	NOUN
ecj-13829	162	10	,	,	PUNCT
ecj-13829	162	11	ideally	ideally	ADV
ecj-13829	162	12	within	within	ADP
ecj-13829	162	13	prospective	prospective	ADJ
ecj-13829	162	14	randomized	randomized	ADJ
ecj-13829	162	15	or	or	CCONJ
ecj-13829	162	16	observational	observational	ADJ
ecj-13829	162	17	frameworks	framework	NOUN
ecj-13829	162	18	,	,	PUNCT
ecj-13829	162	19	to	to	PART
ecj-13829	162	20	evaluate	evaluate	VERB
ecj-13829	162	21	not	not	PART
ecj-13829	162	22	only	only	ADV
ecj-13829	162	23	predictive	predictive	ADJ
ecj-13829	162	24	accuracy	accuracy	NOUN
ecj-13829	162	25	but	but	CCONJ
ecj-13829	162	26	also	also	ADV
ecj-13829	162	27	realworld	realworld	PROPN
ecj-13829	162	28	usability	usability	NOUN
ecj-13829	162	29	,	,	PUNCT
ecj-13829	162	30	complementarity	complementarity	NOUN
ecj-13829	162	31	with	with	ADP
ecj-13829	162	32	human	human	ADJ
ecj-13829	162	33	judgment	judgment	NOUN
ecj-13829	162	34	,	,	PUNCT
ecj-13829	162	35	and	and	CCONJ
ecj-13829	162	36	impact	impact	NOUN
ecj-13829	162	37	on	on	ADP
ecj-13829	162	38	clinical	clinical	ADJ
ecj-13829	162	39	outcomes	outcome	NOUN
ecj-13829	162	40	.	.	PUNCT
ecj-13829	163	1	third	third	ADV
ecj-13829	163	2	,	,	PUNCT
ecj-13829	163	3	the	the	DET
ecj-13829	163	4	study	study	NOUN
ecj-13829	163	5	excluded	exclude	VERB
ecj-13829	163	6	patients	patient	NOUN
ecj-13829	163	7	presenting	present	VERB
ecj-13829	163	8	with	with	ADP
ecj-13829	163	9	cardiovascular	cardiovascular	ADJ
ecj-13829	163	10	symptoms	symptom	NOUN
ecj-13829	163	11	or	or	CCONJ
ecj-13829	163	12	abdominal	abdominal	ADJ
ecj-13829	163	13	pain	pain	NOUN
ecj-13829	163	14	,	,	PUNCT
ecj-13829	163	15	even	even	ADV
ecj-13829	163	16	though	though	SCONJ
ecj-13829	163	17	it	it	PRON
ecj-13829	163	18	may	may	AUX
ecj-13829	163	19	be	be	AUX
ecj-13829	163	20	a	a	DET
ecj-13829	163	21	manifestation	manifestation	NOUN
ecj-13829	163	22	of	of	ADP
ecj-13829	163	23	acute	acute	ADJ
ecj-13829	163	24	coronary	coronary	ADJ
ecj-13829	163	25	syndromes	syndrome	NOUN
ecj-13829	163	26	.	.	PUNCT
ecj-13829	164	1	this	this	DET
ecj-13829	164	2	choice	choice	NOUN
ecj-13829	164	3	was	be	AUX
ecj-13829	164	4	made	make	VERB
ecj-13829	164	5	to	to	PART
ecj-13829	164	6	ensure	ensure	VERB
ecj-13829	164	7	a	a	DET
ecj-13829	164	8	more	more	ADV
ecj-13829	164	9	homogeneous	homogeneous	ADJ
ecj-13829	164	10	sample	sample	NOUN
ecj-13829	164	11	of	of	ADP
ecj-13829	164	12	patients	patient	NOUN
ecj-13829	164	13	with	with	ADP
ecj-13829	164	14	pure	pure	ADJ
ecj-13829	164	15	chest	chest	NOUN
ecj-13829	164	16	pain	pain	NOUN
ecj-13829	164	17	,	,	PUNCT
ecj-13829	164	18	allowing	allow	VERB
ecj-13829	164	19	for	for	ADP
ecj-13829	164	20	a	a	DET
ecj-13829	164	21	clearer	clear	ADJ
ecj-13829	164	22	assessment	assessment	NOUN
ecj-13829	164	23	of	of	ADP
ecj-13829	164	24	chatgpt	chatgpt	NOUN
ecj-13829	164	25	’s	’s	PART
ecj-13829	164	26	performance	performance	NOUN
ecj-13829	164	27	in	in	ADP
ecj-13829	164	28	this	this	DET
ecj-13829	164	29	specific	specific	ADJ
ecj-13829	164	30	context	context	NOUN
ecj-13829	164	31	.	.	PUNCT
ecj-13829	165	1	however	however	ADV
ecj-13829	165	2	,	,	PUNCT
ecj-13829	165	3	this	this	PRON
ecj-13829	165	4	may	may	AUX
ecj-13829	165	5	limit	limit	VERB
ecj-13829	165	6	the	the	DET
ecj-13829	165	7	generalizability	generalizability	NOUN
ecj-13829	165	8	of	of	ADP
ecj-13829	165	9	our	our	PRON
ecj-13829	165	10	findings	finding	NOUN
ecj-13829	165	11	to	to	ADP
ecj-13829	165	12	patients	patient	NOUN
ecj-13829	165	13	with	with	ADP
ecj-13829	165	14	atypical	atypical	ADJ
ecj-13829	165	15	or	or	CCONJ
ecj-13829	165	16	nonclassical	nonclassical	ADJ
ecj-13829	165	17	presentations	presentation	NOUN
ecj-13829	165	18	of	of	ADP
ecj-13829	165	19	acute	acute	ADJ
ecj-13829	165	20	coronary	coronary	ADJ
ecj-13829	165	21	syndromes	syndrome	NOUN
ecj-13829	165	22	.	.	PUNCT
ecj-13829	166	1	article	article	NOUN
ecj-13829	166	2	table	table	VERB
ecj-13829	166	3	3	3	NUM
ecj-13829	166	4	.	.	PUNCT
ecj-13829	166	5	urgency	urgency	NOUN
ecj-13829	166	6	assigned	assign	VERB
ecj-13829	166	7	by	by	ADP
ecj-13829	166	8	chatgpt	chatgpt	NOUN
ecj-13829	166	9	at	at	ADP
ecj-13829	166	10	each	each	DET
ecj-13829	166	11	study	study	NOUN
ecj-13829	166	12	phase	phase	NOUN
ecj-13829	166	13	,	,	PUNCT
ecj-13829	166	14	with	with	ADP
ecj-13829	166	15	comparison	comparison	NOUN
ecj-13829	166	16	between	between	ADP
ecj-13829	166	17	patients	patient	NOUN
ecj-13829	166	18	who	who	PRON
ecj-13829	166	19	experienced	experience	VERB
ecj-13829	166	20	a	a	DET
ecj-13829	166	21	mace	mace	NOUN
ecj-13829	166	22	and	and	CCONJ
ecj-13829	166	23	those	those	PRON
ecj-13829	166	24	who	who	PRON
ecj-13829	166	25	did	do	VERB
ecj-13829	166	26	not	not	PART
ecj-13829	166	27	.	.	PUNCT
ecj-13829	167	1	chatgpt	chatgpt	NOUN
ecj-13829	167	2	initial	initial	ADJ
ecj-13829	167	3	evaluation	evaluation	NOUN
ecj-13829	167	4	no	no	DET
ecj-13829	167	5	mace	mace	NOUN
ecj-13829	167	6	mace	mace	NOUN
ecj-13829	167	7	non	non	ADJ
ecj-13829	167	8	-	-	ADJ
ecj-13829	167	9	urgent	urgent	ADJ
ecj-13829	167	10	110	110	NUM
ecj-13829	167	11	(	(	PUNCT
ecj-13829	167	12	70.9	70.9	NUM
ecj-13829	167	13	)	)	PUNCT
ecj-13829	167	14	10	10	NUM
ecj-13829	167	15	(	(	PUNCT
ecj-13829	167	16	43.5	43.5	NUM
ecj-13829	167	17	)	)	PUNCT
ecj-13829	167	18	urgent	urgent	ADJ
ecj-13829	167	19	28	28	NUM
ecj-13829	167	20	(	(	PUNCT
ecj-13829	167	21	18.1	18.1	NUM
ecj-13829	167	22	)	)	PUNCT
ecj-13829	167	23	10	10	NUM
ecj-13829	167	24	(	(	PUNCT
ecj-13829	167	25	43.5	43.5	NUM
ecj-13829	167	26	)	)	PUNCT
ecj-13829	167	27	very	very	ADV
ecj-13829	167	28	-	-	PUNCT
ecj-13829	167	29	urgent	urgent	ADJ
ecj-13829	167	30	17	17	NUM
ecj-13829	167	31	(	(	PUNCT
ecj-13829	167	32	10.9	10.9	NUM
ecj-13829	167	33	)	)	PUNCT
ecj-13829	167	34	3	3	NUM
ecj-13829	167	35	(	(	PUNCT
ecj-13829	167	36	13.0	13.0	NUM
ecj-13829	167	37	)	)	PUNCT
ecj-13829	167	38	chatgpt	chatgpt	NOUN
ecj-13829	167	39	intermediate	intermediate	ADJ
ecj-13829	167	40	evaluation	evaluation	NOUN
ecj-13829	167	41	no	no	DET
ecj-13829	167	42	mace	mace	NOUN
ecj-13829	167	43	mace	mace	NOUN
ecj-13829	167	44	non	non	ADJ
ecj-13829	167	45	-	-	ADJ
ecj-13829	167	46	urgent	urgent	ADJ
ecj-13829	167	47	87	87	NUM
ecj-13829	167	48	(	(	PUNCT
ecj-13829	167	49	56.1	56.1	NUM
ecj-13829	167	50	)	)	PUNCT
ecj-13829	167	51	4	4	NUM
ecj-13829	167	52	(	(	PUNCT
ecj-13829	167	53	17.4	17.4	NUM
ecj-13829	167	54	)	)	PUNCT
ecj-13829	167	55	urgent	urgent	ADJ
ecj-13829	167	56	43	43	NUM
ecj-13829	167	57	(	(	PUNCT
ecj-13829	167	58	27.7	27.7	NUM
ecj-13829	167	59	)	)	PUNCT
ecj-13829	167	60	7	7	NUM
ecj-13829	167	61	(	(	PUNCT
ecj-13829	167	62	30.4	30.4	NUM
ecj-13829	167	63	)	)	PUNCT
ecj-13829	167	64	very	very	ADV
ecj-13829	167	65	-	-	PUNCT
ecj-13829	167	66	urgent	urgent	ADJ
ecj-13829	168	1	25	25	NUM
ecj-13829	168	2	(	(	PUNCT
ecj-13829	168	3	16.1	16.1	NUM
ecj-13829	168	4	)	)	PUNCT
ecj-13829	168	5	12	12	NUM
ecj-13829	168	6	(	(	PUNCT
ecj-13829	168	7	52.2	52.2	NUM
ecj-13829	168	8	)	)	PUNCT
ecj-13829	168	9	chatgpt	chatgpt	NOUN
ecj-13829	168	10	final	final	ADJ
ecj-13829	168	11	evaluation	evaluation	NOUN
ecj-13829	168	12	no	no	DET
ecj-13829	168	13	mace	mace	NOUN
ecj-13829	168	14	mace	mace	NOUN
ecj-13829	168	15	non	non	ADJ
ecj-13829	168	16	-	-	ADJ
ecj-13829	168	17	urgent	urgent	ADJ
ecj-13829	168	18	87	87	NUM
ecj-13829	168	19	(	(	PUNCT
ecj-13829	168	20	56.1	56.1	NUM
ecj-13829	168	21	)	)	PUNCT
ecj-13829	168	22	4	4	NUM
ecj-13829	168	23	(	(	PUNCT
ecj-13829	168	24	17.4	17.4	NUM
ecj-13829	168	25	)	)	PUNCT
ecj-13829	168	26	urgent	urgent	ADJ
ecj-13829	168	27	39	39	NUM
ecj-13829	168	28	(	(	PUNCT
ecj-13829	168	29	25.2	25.2	NUM
ecj-13829	168	30	)	)	PUNCT
ecj-13829	168	31	6	6	NUM
ecj-13829	168	32	(	(	PUNCT
ecj-13829	168	33	26.1	26.1	NUM
ecj-13829	168	34	)	)	PUNCT
ecj-13829	168	35	very	very	ADV
ecj-13829	168	36	-	-	PUNCT
ecj-13829	168	37	urgent	urgent	ADJ
ecj-13829	168	38	29	29	NUM
ecj-13829	168	39	(	(	PUNCT
ecj-13829	168	40	18.7	18.7	NUM
ecj-13829	168	41	)	)	PUNCT
ecj-13829	168	42	13	13	NUM
ecj-13829	168	43	(	(	PUNCT
ecj-13829	168	44	56.5	56.5	NUM
ecj-13829	168	45	)	)	PUNCT
ecj-13829	168	46	mace	mace	NOUN
ecj-13829	168	47	,	,	PUNCT
ecj-13829	168	48	major	major	ADJ
ecj-13829	168	49	adverse	adverse	ADJ
ecj-13829	168	50	cardiac	cardiac	ADJ
ecj-13829	168	51	events	event	NOUN
ecj-13829	168	52	.	.	PUNCT
ecj-13829	169	1	[	[	X
ecj-13829	169	2	emergency	emergency	NOUN
ecj-13829	169	3	care	care	NOUN
ecj-13829	169	4	journal	journal	NOUN
ecj-13829	169	5	2025	2025	NUM
ecj-13829	169	6	;	;	PUNCT
ecj-13829	169	7	21:13829	21:13829	NUM
ecj-13829	169	8	]	]	X
ecj-13829	170	1	[	[	X
ecj-13829	170	2	page	page	NOUN
ecj-13829	170	3	21	21	NUM
ecj-13829	170	4	]	]	PUNCT
ecj-13829	170	5	conclusions	conclusion	NOUN
ecj-13829	170	6	this	this	DET
ecj-13829	170	7	study	study	NOUN
ecj-13829	170	8	represents	represent	VERB
ecj-13829	170	9	the	the	DET
ecj-13829	170	10	first	first	ADJ
ecj-13829	170	11	use	use	NOUN
ecj-13829	170	12	of	of	ADP
ecj-13829	170	13	chatgpt	chatgpt	NOUN
ecj-13829	170	14	in	in	ADP
ecj-13829	170	15	a	a	DET
ecj-13829	170	16	clinical	clinical	ADJ
ecj-13829	170	17	setting	setting	NOUN
ecj-13829	170	18	,	,	PUNCT
ecj-13829	170	19	providing	provide	VERB
ecj-13829	170	20	it	it	PRON
ecj-13829	170	21	with	with	ADP
ecj-13829	170	22	information	information	NOUN
ecj-13829	170	23	throughout	throughout	ADP
ecj-13829	170	24	the	the	DET
ecj-13829	170	25	evaluation	evaluation	NOUN
ecj-13829	170	26	of	of	ADP
ecj-13829	170	27	patients	patient	NOUN
ecj-13829	170	28	presenting	present	VERB
ecj-13829	170	29	with	with	ADP
ecj-13829	170	30	chest	chest	NOUN
ecj-13829	170	31	pain	pain	NOUN
ecj-13829	170	32	.	.	PUNCT
ecj-13829	171	1	although	although	SCONJ
ecj-13829	171	2	chatgpt	chatgpt	NOUN
ecj-13829	171	3	demonstrated	demonstrate	VERB
ecj-13829	171	4	a	a	DET
ecj-13829	171	5	reasonable	reasonable	ADJ
ecj-13829	171	6	ability	ability	NOUN
ecj-13829	171	7	to	to	PART
ecj-13829	171	8	identify	identify	VERB
ecj-13829	171	9	patients	patient	NOUN
ecj-13829	171	10	with	with	ADP
ecj-13829	171	11	mace	mace	NOUN
ecj-13829	171	12	,	,	PUNCT
ecj-13829	171	13	its	its	PRON
ecj-13829	171	14	performance	performance	NOUN
ecj-13829	171	15	was	be	AUX
ecj-13829	171	16	not	not	PART
ecj-13829	171	17	sufficient	sufficient	ADJ
ecj-13829	171	18	to	to	PART
ecj-13829	171	19	justify	justify	VERB
ecj-13829	171	20	its	its	PRON
ecj-13829	171	21	integration	integration	NOUN
ecj-13829	171	22	into	into	ADP
ecj-13829	171	23	emergency	emergency	NOUN
ecj-13829	171	24	department	department	NOUN
ecj-13829	171	25	workflows	workflow	VERB
ecj-13829	171	26	at	at	ADP
ecj-13829	171	27	this	this	DET
ecj-13829	171	28	time	time	NOUN
ecj-13829	171	29	.	.	PUNCT
ecj-13829	172	1	the	the	DET
ecj-13829	172	2	study	study	NOUN
ecj-13829	172	3	suggests	suggest	VERB
ecj-13829	172	4	that	that	SCONJ
ecj-13829	172	5	potential	potential	ADJ
ecj-13829	172	6	advancements	advancement	NOUN
ecj-13829	172	7	and	and	CCONJ
ecj-13829	172	8	improvements	improvement	NOUN
ecj-13829	172	9	in	in	ADP
ecj-13829	172	10	chatgpt	chatgpt	NOUN
ecj-13829	172	11	may	may	AUX
ecj-13829	172	12	,	,	PUNCT
ecj-13829	172	13	in	in	ADP
ecj-13829	172	14	the	the	DET
ecj-13829	172	15	future	future	NOUN
ecj-13829	172	16	,	,	PUNCT
ecj-13829	172	17	bring	bring	VERB
ecj-13829	172	18	it	it	PRON
ecj-13829	172	19	to	to	ADP
ecj-13829	172	20	a	a	DET
ecj-13829	172	21	level	level	NOUN
ecj-13829	172	22	where	where	SCONJ
ecj-13829	172	23	its	its	PRON
ecj-13829	172	24	integration	integration	NOUN
ecj-13829	172	25	into	into	ADP
ecj-13829	172	26	clinical	clinical	ADJ
ecj-13829	172	27	practice	practice	NOUN
ecj-13829	172	28	could	could	AUX
ecj-13829	172	29	become	become	VERB
ecj-13829	172	30	viable	viable	ADJ
ecj-13829	172	31	.	.	PUNCT
ecj-13829	173	1	references	reference	NOUN
ecj-13829	173	2	1	1	NUM
ecj-13829	173	3	.	.	PUNCT
ecj-13829	173	4	byrne	byrne	PROPN
ecj-13829	173	5	ra	ra	PROPN
ecj-13829	173	6	,	,	PUNCT
ecj-13829	173	7	rossello	rossello	PROPN
ecj-13829	173	8	x	x	X
ecj-13829	173	9	,	,	PUNCT
ecj-13829	173	10	coughlan	coughlan	PROPN
ecj-13829	173	11	jj	jj	PROPN
ecj-13829	173	12	,	,	PUNCT
ecj-13829	173	13	et	et	PROPN
ecj-13829	173	14	al	al	PROPN
ecj-13829	173	15	.	.	PROPN
ecj-13829	173	16	;	;	PUNCT
ecj-13829	173	17	esc	esc	NOUN
ecj-13829	173	18	scientific	scientific	ADJ
ecj-13829	173	19	document	document	NOUN
ecj-13829	173	20	group	group	NOUN
ecj-13829	173	21	.	.	PUNCT
ecj-13829	174	1	2023	2023	NUM
ecj-13829	174	2	esc	esc	NOUN
ecj-13829	174	3	guidelines	guideline	NOUN
ecj-13829	174	4	for	for	ADP
ecj-13829	174	5	the	the	DET
ecj-13829	174	6	management	management	NOUN
ecj-13829	174	7	of	of	ADP
ecj-13829	174	8	acute	acute	ADJ
ecj-13829	174	9	coronary	coronary	ADJ
ecj-13829	174	10	syndromes	syndrome	NOUN
ecj-13829	174	11	.	.	PUNCT
ecj-13829	175	1	eur	eur	ADJ
ecj-13829	175	2	heart	heart	NOUN
ecj-13829	175	3	j	j	PROPN
ecj-13829	175	4	2023;44:3720	2023;44:3720	NUM
ecj-13829	175	5	-	-	SYM
ecj-13829	175	6	826	826	NUM
ecj-13829	175	7	.	.	PUNCT
ecj-13829	176	1	2	2	NUM
ecj-13829	176	2	.	.	NUM
ecj-13829	176	3	virani	virani	PROPN
ecj-13829	176	4	ss	ss	PROPN
ecj-13829	176	5	,	,	PUNCT
ecj-13829	176	6	newby	newby	PROPN
ecj-13829	176	7	lk	lk	PROPN
ecj-13829	176	8	,	,	PUNCT
ecj-13829	176	9	arnold	arnold	PROPN
ecj-13829	176	10	sv	sv	PROPN
ecj-13829	176	11	,	,	PUNCT
ecj-13829	176	12	et	et	PROPN
ecj-13829	176	13	al	al	PROPN
ecj-13829	176	14	.	.	PROPN
ecj-13829	176	15	;	;	PUNCT
ecj-13829	176	16	peer	peer	NOUN
ecj-13829	176	17	review	review	NOUN
ecj-13829	176	18	committee	committee	NOUN
ecj-13829	176	19	members	member	NOUN
ecj-13829	176	20	.	.	PUNCT
ecj-13829	177	1	2023	2023	NUM
ecj-13829	177	2	aha	aha	NOUN
ecj-13829	177	3	/	/	SYM
ecj-13829	177	4	acc	acc	PROPN
ecj-13829	177	5	/	/	SYM
ecj-13829	177	6	accp	accp	PROPN
ecj-13829	177	7	/	/	SYM
ecj-13829	177	8	aspc/	aspc/	NUM
ecj-13829	177	9	nla	nla	NOUN
ecj-13829	177	10	/	/	SYM
ecj-13829	177	11	pcna	pcna	PROPN
ecj-13829	177	12	guideline	guideline	NOUN
ecj-13829	177	13	for	for	ADP
ecj-13829	177	14	the	the	DET
ecj-13829	177	15	management	management	NOUN
ecj-13829	177	16	of	of	ADP
ecj-13829	177	17	patients	patient	NOUN
ecj-13829	177	18	with	with	ADP
ecj-13829	177	19	chronic	chronic	ADJ
ecj-13829	177	20	coronary	coronary	ADJ
ecj-13829	177	21	disease	disease	NOUN
ecj-13829	177	22	:	:	PUNCT
ecj-13829	177	23	a	a	DET
ecj-13829	177	24	report	report	NOUN
ecj-13829	177	25	of	of	ADP
ecj-13829	177	26	the	the	DET
ecj-13829	177	27	american	american	PROPN
ecj-13829	177	28	heart	heart	PROPN
ecj-13829	177	29	association	association	PROPN
ecj-13829	177	30	/	/	SYM
ecj-13829	177	31	american	american	PROPN
ecj-13829	177	32	college	college	PROPN
ecj-13829	177	33	of	of	ADP
ecj-13829	177	34	cardiology	cardiology	NOUN
ecj-13829	177	35	joint	joint	PROPN
ecj-13829	177	36	committee	committee	NOUN
ecj-13829	177	37	on	on	ADP
ecj-13829	177	38	clinical	clinical	ADJ
ecj-13829	177	39	practice	practice	NOUN
ecj-13829	177	40	guidelines	guideline	NOUN
ecj-13829	177	41	.	.	PUNCT
ecj-13829	178	1	circulation	circulation	NOUN
ecj-13829	178	2	2023;148	2023;148	NUM
ecj-13829	178	3	:	:	PUNCT
ecj-13829	178	4	e9	e9	PROPN
ecj-13829	178	5	-	-	PUNCT
ecj-13829	178	6	e119	e119	PROPN
ecj-13829	178	7	.	.	NOUN
ecj-13829	179	1	3	3	X
ecj-13829	179	2	.	.	X
ecj-13829	179	3	writing	write	VERB
ecj-13829	179	4	committee	committee	NOUN
ecj-13829	179	5	members	member	NOUN
ecj-13829	179	6	;	;	PUNCT
ecj-13829	179	7	gulati	gulati	PROPN
ecj-13829	179	8	m	m	PROPN
ecj-13829	179	9	,	,	PUNCT
ecj-13829	179	10	levy	levy	PROPN
ecj-13829	179	11	pd	pd	PROPN
ecj-13829	179	12	,	,	PUNCT
ecj-13829	179	13	mukherjee	mukherjee	PROPN
ecj-13829	179	14	d	d	PROPN
ecj-13829	179	15	,	,	PUNCT
ecj-13829	179	16	et	et	PROPN
ecj-13829	179	17	al	al	PROPN
ecj-13829	179	18	.	.	PROPN
ecj-13829	179	19	2021	2021	NUM
ecj-13829	179	20	aha	aha	PROPN
ecj-13829	179	21	/	/	SYM
ecj-13829	179	22	acc	acc	PROPN
ecj-13829	179	23	/	/	SYM
ecj-13829	179	24	ase	ase	NOUN
ecj-13829	179	25	/	/	SYM
ecj-13829	179	26	chest	chest	NOUN
ecj-13829	179	27	/	/	SYM
ecj-13829	179	28	saem	saem	NOUN
ecj-13829	179	29	/	/	SYM
ecj-13829	179	30	scct	scct	NOUN
ecj-13829	179	31	/	/	SYM
ecj-13829	179	32	scmr	scmr	NOUN
ecj-13829	179	33	guideline	guideline	NOUN
ecj-13829	179	34	for	for	ADP
ecj-13829	179	35	the	the	DET
ecj-13829	179	36	evaluation	evaluation	NOUN
ecj-13829	179	37	and	and	CCONJ
ecj-13829	179	38	diagnosis	diagnosis	NOUN
ecj-13829	179	39	of	of	ADP
ecj-13829	179	40	chest	chest	NOUN
ecj-13829	179	41	pain	pain	NOUN
ecj-13829	179	42	:	:	PUNCT
ecj-13829	179	43	a	a	DET
ecj-13829	179	44	report	report	NOUN
ecj-13829	179	45	of	of	ADP
ecj-13829	179	46	the	the	DET
ecj-13829	179	47	american	american	PROPN
ecj-13829	179	48	college	college	PROPN
ecj-13829	179	49	of	of	ADP
ecj-13829	179	50	cardiology	cardiology	NOUN
ecj-13829	179	51	/	/	SYM
ecj-13829	179	52	american	american	PROPN
ecj-13829	179	53	heart	heart	PROPN
ecj-13829	179	54	association	association	PROPN
ecj-13829	179	55	joint	joint	PROPN
ecj-13829	179	56	committee	committee	PROPN
ecj-13829	179	57	on	on	ADP
ecj-13829	179	58	clinical	clinical	ADJ
ecj-13829	179	59	practice	practice	NOUN
ecj-13829	179	60	guidelines	guideline	NOUN
ecj-13829	179	61	.	.	PUNCT
ecj-13829	180	1	j	j	PROPN
ecj-13829	180	2	am	be	AUX
ecj-13829	180	3	coll	coll	PROPN
ecj-13829	180	4	cardiol	cardiol	PROPN
ecj-13829	180	5	2021;78	2021;78	NUM
ecj-13829	180	6	:	:	PUNCT
ecj-13829	180	7	e187	e187	PROPN
ecj-13829	180	8	-	-	PUNCT
ecj-13829	180	9	e285	e285	PROPN
ecj-13829	180	10	.	.	PROPN
ecj-13829	181	1	4	4	NUM
ecj-13829	181	2	.	.	X
ecj-13829	181	3	zaboli	zaboli	PROPN
ecj-13829	181	4	a	a	PRON
ecj-13829	181	5	,	,	PUNCT
ecj-13829	181	6	ausserhofer	ausserhofer	VERB
ecj-13829	181	7	d	d	NOUN
ecj-13829	181	8	,	,	PUNCT
ecj-13829	181	9	sibilio	sibilio	NOUN
ecj-13829	181	10	s	s	PROPN
ecj-13829	181	11	,	,	PUNCT
ecj-13829	181	12	et	et	PROPN
ecj-13829	181	13	al	al	PROPN
ecj-13829	181	14	.	.	PROPN
ecj-13829	181	15	effect	effect	NOUN
ecj-13829	181	16	of	of	ADP
ecj-13829	181	17	the	the	DET
ecj-13829	181	18	emergency	emergency	NOUN
ecj-13829	181	19	department	department	NOUN
ecj-13829	181	20	assessment	assessment	NOUN
ecj-13829	181	21	of	of	ADP
ecj-13829	181	22	chest	chest	NOUN
ecj-13829	181	23	pain	pain	NOUN
ecj-13829	181	24	score	score	NOUN
ecj-13829	181	25	on	on	ADP
ecj-13829	181	26	the	the	DET
ecj-13829	181	27	triage	triage	NOUN
ecj-13829	181	28	performance	performance	NOUN
ecj-13829	181	29	in	in	ADP
ecj-13829	181	30	patients	patient	NOUN
ecj-13829	181	31	with	with	ADP
ecj-13829	181	32	chest	chest	NOUN
ecj-13829	181	33	pain	pain	NOUN
ecj-13829	181	34	.	.	PUNCT
ecj-13829	182	1	am	be	AUX
ecj-13829	182	2	j	j	PROPN
ecj-13829	182	3	cardiol	cardiol	NOUN
ecj-13829	182	4	2021;161:2	2021;161:2	NUM
ecj-13829	182	5	-	-	SYM
ecj-13829	182	6	18	18	NUM
ecj-13829	182	7	.	.	NOUN
ecj-13829	182	8	5	5	NUM
ecj-13829	182	9	.	.	X
ecj-13829	183	1	backus	backus	NOUN
ecj-13829	183	2	be	be	VERB
ecj-13829	183	3	,	,	PUNCT
ecj-13829	183	4	six	six	NUM
ecj-13829	183	5	aj	aj	PROPN
ecj-13829	183	6	,	,	PUNCT
ecj-13829	183	7	kelder	kelder	PROPN
ecj-13829	183	8	jc	jc	PROPN
ecj-13829	183	9	,	,	PUNCT
ecj-13829	183	10	et	et	PROPN
ecj-13829	183	11	al	al	PROPN
ecj-13829	183	12	.	.	PUNCT
ecj-13829	184	1	a	a	DET
ecj-13829	184	2	prospective	prospective	ADJ
ecj-13829	184	3	validation	validation	NOUN
ecj-13829	184	4	of	of	ADP
ecj-13829	184	5	the	the	DET
ecj-13829	184	6	heart	heart	NOUN
ecj-13829	184	7	score	score	NOUN
ecj-13829	184	8	for	for	ADP
ecj-13829	184	9	chest	chest	NOUN
ecj-13829	184	10	pain	pain	NOUN
ecj-13829	184	11	patients	patient	NOUN
ecj-13829	184	12	at	at	ADP
ecj-13829	184	13	the	the	DET
ecj-13829	184	14	emergency	emergency	NOUN
ecj-13829	184	15	department	department	NOUN
ecj-13829	184	16	.	.	PUNCT
ecj-13829	185	1	int	int	PROPN
ecj-13829	185	2	j	j	PROPN
ecj-13829	185	3	cardiol	cardiol	NOUN
ecj-13829	185	4	2013;168:2153	2013;168:2153	NUM
ecj-13829	185	5	-	-	SYM
ecj-13829	185	6	8	8	NUM
ecj-13829	185	7	.	.	NOUN
ecj-13829	185	8	6	6	NUM
ecj-13829	185	9	.	.	X
ecj-13829	185	10	laureano	laureano	NOUN
ecj-13829	185	11	-	-	PUNCT
ecj-13829	185	12	phillips	phillip	NOUN
ecj-13829	185	13	j	j	PROPN
ecj-13829	185	14	,	,	PUNCT
ecj-13829	185	15	robinson	robinson	PROPN
ecj-13829	185	16	rd	rd	PROPN
ecj-13829	185	17	,	,	PUNCT
ecj-13829	185	18	aryal	aryal	PROPN
ecj-13829	185	19	s	s	PROPN
ecj-13829	185	20	,	,	PUNCT
ecj-13829	185	21	et	et	PROPN
ecj-13829	185	22	al	al	PROPN
ecj-13829	185	23	..	..	PUNCT
ecj-13829	185	24	heart	heart	NOUN
ecj-13829	185	25	score	score	NOUN
ecj-13829	185	26	risk	risk	NOUN
ecj-13829	185	27	stratification	stratification	NOUN
ecj-13829	185	28	of	of	ADP
ecj-13829	185	29	low	low	ADJ
ecj-13829	185	30	-	-	PUNCT
ecj-13829	185	31	risk	risk	NOUN
ecj-13829	185	32	chest	chest	NOUN
ecj-13829	185	33	pain	pain	NOUN
ecj-13829	185	34	patients	patient	NOUN
ecj-13829	185	35	in	in	ADP
ecj-13829	185	36	the	the	DET
ecj-13829	185	37	emergency	emergency	NOUN
ecj-13829	185	38	department	department	NOUN
ecj-13829	185	39	:	:	PUNCT
ecj-13829	185	40	a	a	DET
ecj-13829	185	41	systematic	systematic	ADJ
ecj-13829	185	42	review	review	NOUN
ecj-13829	185	43	and	and	CCONJ
ecj-13829	185	44	meta	meta	ADJ
ecj-13829	185	45	-	-	PUNCT
ecj-13829	185	46	analysis	analysis	NOUN
ecj-13829	185	47	.	.	PUNCT
ecj-13829	186	1	ann	ann	PROPN
ecj-13829	186	2	emerg	emerg	PROPN
ecj-13829	186	3	med	med	PROPN
ecj-13829	186	4	2019;74:187	2019;74:187	PROPN
ecj-13829	186	5	-	-	SYM
ecj-13829	186	6	203	203	NUM
ecj-13829	186	7	.	.	PUNCT
ecj-13829	187	1	7	7	X
ecj-13829	187	2	.	.	PUNCT
ecj-13829	187	3	nilsson	nilsson	PROPN
ecj-13829	187	4	t	t	PROPN
ecj-13829	187	5	,	,	PUNCT
ecj-13829	187	6	johannesson	johannesson	PROPN
ecj-13829	187	7	e	e	PROPN
ecj-13829	187	8	,	,	PUNCT
ecj-13829	187	9	lundager	lundager	PROPN
ecj-13829	187	10	forberg	forberg	PROPN
ecj-13829	187	11	j	j	PROPN
ecj-13829	187	12	,	,	PUNCT
ecj-13829	187	13	et	et	PROPN
ecj-13829	187	14	al	al	PROPN
ecj-13829	187	15	.	.	PUNCT
ecj-13829	188	1	diagnostic	diagnostic	ADJ
ecj-13829	188	2	accuracy	accuracy	NOUN
ecj-13829	188	3	of	of	ADP
ecj-13829	188	4	the	the	DET
ecj-13829	188	5	heart	heart	NOUN
ecj-13829	188	6	pathway	pathway	NOUN
ecj-13829	188	7	and	and	CCONJ
ecj-13829	188	8	edacs	edac	NOUN
ecj-13829	188	9	-	-	PUNCT
ecj-13829	188	10	adp	adp	PROPN
ecj-13829	188	11	when	when	SCONJ
ecj-13829	188	12	combined	combine	VERB
ecj-13829	188	13	with	with	ADP
ecj-13829	188	14	a	a	DET
ecj-13829	188	15	0	0	NUM
ecj-13829	188	16	-	-	PUNCT
ecj-13829	188	17	hour/1	hour/1	NOUN
ecj-13829	188	18	-	-	PUNCT
ecj-13829	188	19	hour	hour	NOUN
ecj-13829	188	20	hs	hs	ADJ
ecj-13829	188	21	-	-	ADJ
ecj-13829	188	22	ctnt	ctnt	ADJ
ecj-13829	188	23	protocol	protocol	NOUN
ecj-13829	188	24	for	for	ADP
ecj-13829	188	25	assessment	assessment	NOUN
ecj-13829	188	26	of	of	ADP
ecj-13829	188	27	acute	acute	ADJ
ecj-13829	188	28	chest	chest	NOUN
ecj-13829	188	29	pain	pain	NOUN
ecj-13829	188	30	patients	patient	NOUN
ecj-13829	188	31	.	.	PUNCT
ecj-13829	189	1	emerg	emerg	PROPN
ecj-13829	189	2	med	med	PROPN
ecj-13829	189	3	j	j	PROPN
ecj-13829	189	4	2021;38:808	2021;38:808	PROPN
ecj-13829	189	5	-	-	SYM
ecj-13829	189	6	13	13	NUM
ecj-13829	189	7	.	.	NOUN
ecj-13829	189	8	8	8	NUM
ecj-13829	189	9	.	.	X
ecj-13829	190	1	thangaraj	thangaraj	PROPN
ecj-13829	190	2	pm	pm	PROPN
ecj-13829	190	3	,	,	PUNCT
ecj-13829	190	4	khera	khera	PROPN
ecj-13829	190	5	r.	r.	PROPN
ecj-13829	190	6	accelerating	accelerate	VERB
ecj-13829	190	7	chest	chest	NOUN
ecj-13829	190	8	pain	pain	NOUN
ecj-13829	190	9	evaluation	evaluation	NOUN
ecj-13829	190	10	with	with	ADP
ecj-13829	190	11	machine	machine	NOUN
ecj-13829	190	12	learning	learning	NOUN
ecj-13829	190	13	.	.	PUNCT
ecj-13829	191	1	eur	eur	PROPN
ecj-13829	191	2	heart	heart	PROPN
ecj-13829	191	3	j	j	PROPN
ecj-13829	191	4	acute	acute	PROPN
ecj-13829	191	5	cardiovasc	cardiovasc	PROPN
ecj-13829	191	6	care	care	VERB
ecj-13829	191	7	2023;12:753	2023;12:753	NOUN
ecj-13829	191	8	-	-	PUNCT
ecj-13829	191	9	4	4	NUM
ecj-13829	191	10	.	.	NOUN
ecj-13829	191	11	9	9	NUM
ecj-13829	191	12	.	.	X
ecj-13829	191	13	stewart	stewart	PROPN
ecj-13829	191	14	j	j	PROPN
ecj-13829	191	15	,	,	PUNCT
ecj-13829	191	16	lu	lu	PROPN
ecj-13829	191	17	j	j	PROPN
ecj-13829	191	18	,	,	PUNCT
ecj-13829	191	19	goudie	goudie	VERB
ecj-13829	191	20	a	a	PRON
ecj-13829	191	21	,	,	PUNCT
ecj-13829	191	22	et	et	PROPN
ecj-13829	191	23	al	al	PROPN
ecj-13829	191	24	.	.	PUNCT
ecj-13829	192	1	applications	application	NOUN
ecj-13829	192	2	of	of	ADP
ecj-13829	192	3	machine	machine	NOUN
ecj-13829	192	4	learning	learn	VERB
ecj-13829	192	5	to	to	ADP
ecj-13829	192	6	undifferentiated	undifferentiated	ADJ
ecj-13829	192	7	chest	chest	NOUN
ecj-13829	192	8	pain	pain	NOUN
ecj-13829	192	9	in	in	ADP
ecj-13829	192	10	the	the	DET
ecj-13829	192	11	emergency	emergency	NOUN
ecj-13829	192	12	department	department	NOUN
ecj-13829	192	13	:	:	PUNCT
ecj-13829	192	14	a	a	DET
ecj-13829	192	15	systematic	systematic	ADJ
ecj-13829	192	16	review	review	NOUN
ecj-13829	192	17	.	.	PUNCT
ecj-13829	193	1	plos	plos	PROPN
ecj-13829	193	2	one	one	NUM
ecj-13829	193	3	2021;16	2021;16	NUM
ecj-13829	193	4	:	:	PUNCT
ecj-13829	193	5	e0252612	e0252612	NOUN
ecj-13829	193	6	.	.	PROPN
ecj-13829	193	7	10	10	NUM
ecj-13829	193	8	.	.	PUNCT
ecj-13829	194	1	günay	günay	PROPN
ecj-13829	194	2	s	s	PROPN
ecj-13829	194	3	,	,	PUNCT
ecj-13829	194	4	öztürk	öztürk	PROPN
ecj-13829	194	5	a	a	NOUN
ecj-13829	194	6	,	,	PUNCT
ecj-13829	194	7	özerol	özerol	NOUN
ecj-13829	194	8	h	h	PROPN
ecj-13829	194	9	,	,	PUNCT
ecj-13829	194	10	et	et	PROPN
ecj-13829	194	11	al	al	PROPN
ecj-13829	194	12	.	.	PROPN
ecj-13829	194	13	comparison	comparison	NOUN
ecj-13829	194	14	of	of	ADP
ecj-13829	194	15	emergency	emergency	NOUN
ecj-13829	194	16	medicine	medicine	NOUN
ecj-13829	194	17	specialist	specialist	NOUN
ecj-13829	194	18	,	,	PUNCT
ecj-13829	194	19	cardiologist	cardiologist	NOUN
ecj-13829	194	20	,	,	PUNCT
ecj-13829	194	21	and	and	CCONJ
ecj-13829	194	22	chat	chat	NOUN
ecj-13829	194	23	-	-	PUNCT
ecj-13829	194	24	gpt	gpt	NOUN
ecj-13829	194	25	in	in	ADP
ecj-13829	194	26	electrocardiography	electrocardiography	NOUN
ecj-13829	194	27	assessment	assessment	NOUN
ecj-13829	194	28	.	.	PUNCT
ecj-13829	195	1	am	be	AUX
ecj-13829	195	2	j	j	PROPN
ecj-13829	195	3	emerg	emerg	PROPN
ecj-13829	195	4	med	med	PROPN
ecj-13829	195	5	2024;80:5160	2024;80:5160	NUM
ecj-13829	195	6	.	.	PROPN
ecj-13829	195	7	11	11	NUM
ecj-13829	195	8	.	.	PUNCT
ecj-13829	196	1	hinson	hinson	PROPN
ecj-13829	196	2	js	js	PROPN
ecj-13829	196	3	,	,	PUNCT
ecj-13829	196	4	taylor	taylor	PROPN
ecj-13829	196	5	ra	ra	PROPN
ecj-13829	196	6	,	,	PUNCT
ecj-13829	196	7	venkatesh	venkatesh	PROPN
ecj-13829	196	8	a	a	PROPN
ecj-13829	196	9	,	,	PUNCT
ecj-13829	196	10	et	et	PROPN
ecj-13829	196	11	al	al	PROPN
ecj-13829	196	12	.	.	PROPN
ecj-13829	196	13	accelerated	accelerate	VERB
ecj-13829	196	14	chest	chest	NOUN
ecj-13829	196	15	pain	pain	NOUN
ecj-13829	196	16	treatment	treatment	NOUN
ecj-13829	196	17	with	with	ADP
ecj-13829	196	18	artificial	artificial	ADJ
ecj-13829	196	19	intelligence	intelligence	NOUN
ecj-13829	196	20	-	-	PUNCT
ecj-13829	196	21	informed	inform	VERB
ecj-13829	196	22	,	,	PUNCT
ecj-13829	196	23	risk	risk	NOUN
ecj-13829	196	24	-	-	PUNCT
ecj-13829	196	25	driven	drive	VERB
ecj-13829	196	26	triage	triage	NOUN
ecj-13829	196	27	.	.	PUNCT
ecj-13829	197	1	jama	jama	PROPN
ecj-13829	197	2	intern	intern	PROPN
ecj-13829	197	3	med	med	PROPN
ecj-13829	197	4	2024;184:1125	2024;184:1125	PROPN
ecj-13829	197	5	-	-	PUNCT
ecj-13829	197	6	7	7	NUM
ecj-13829	197	7	.	.	NOUN
ecj-13829	197	8	12	12	NUM
ecj-13829	197	9	.	.	PUNCT
ecj-13829	198	1	dawson	dawson	PROPN
ecj-13829	198	2	lp	lp	PROPN
ecj-13829	198	3	,	,	PUNCT
ecj-13829	198	4	smith	smith	PROPN
ecj-13829	198	5	k	k	PROPN
ecj-13829	198	6	,	,	PUNCT
ecj-13829	198	7	cullen	cullen	NOUN
ecj-13829	198	8	l	l	PROPN
ecj-13829	198	9	,	,	PUNCT
ecj-13829	198	10	et	et	PROPN
ecj-13829	198	11	al	al	PROPN
ecj-13829	198	12	.	.	PROPN
ecj-13829	198	13	care	care	NOUN
ecj-13829	198	14	models	model	NOUN
ecj-13829	198	15	for	for	ADP
ecj-13829	198	16	acute	acute	ADJ
ecj-13829	198	17	chest	chest	NOUN
ecj-13829	198	18	pain	pain	NOUN
ecj-13829	198	19	that	that	PRON
ecj-13829	198	20	improve	improve	VERB
ecj-13829	198	21	outcomes	outcome	NOUN
ecj-13829	198	22	and	and	CCONJ
ecj-13829	198	23	efficiency	efficiency	NOUN
ecj-13829	198	24	:	:	PUNCT
ecj-13829	198	25	jacc	jacc	PROPN
ecj-13829	198	26	stateof	stateof	VERB
ecj-13829	198	27	-	-	PUNCT
ecj-13829	198	28	the	the	DET
ecj-13829	198	29	-	-	PUNCT
ecj-13829	198	30	art	art	NOUN
ecj-13829	198	31	review	review	NOUN
ecj-13829	198	32	.	.	PUNCT
ecj-13829	199	1	j	j	PROPN
ecj-13829	199	2	am	be	AUX
ecj-13829	199	3	coll	coll	PROPN
ecj-13829	199	4	cardiol	cardiol	VERB
ecj-13829	199	5	2022;79:2333	2022;79:2333	PROPN
ecj-13829	199	6	-	-	SYM
ecj-13829	199	7	48	48	NUM
ecj-13829	199	8	.	.	PUNCT
ecj-13829	200	1	13	13	NUM
ecj-13829	200	2	.	.	X
ecj-13829	201	1	zhang	zhang	PROPN
ecj-13829	201	2	pi	pi	PROPN
ecj-13829	201	3	,	,	PUNCT
ecj-13829	201	4	hsu	hsu	PROPN
ecj-13829	201	5	cc	cc	PROPN
ecj-13829	201	6	,	,	PUNCT
ecj-13829	201	7	kao	kao	PROPN
ecj-13829	201	8	y	y	PROPN
ecj-13829	201	9	,	,	PUNCT
ecj-13829	201	10	et	et	PROPN
ecj-13829	201	11	al	al	PROPN
ecj-13829	201	12	.	.	PUNCT
ecj-13829	202	1	real	real	ADJ
ecj-13829	202	2	-	-	PUNCT
ecj-13829	202	3	time	time	NOUN
ecj-13829	202	4	ai	ai	ADJ
ecj-13829	202	5	prediction	prediction	NOUN
ecj-13829	202	6	for	for	ADP
ecj-13829	202	7	major	major	ADJ
ecj-13829	202	8	adverse	adverse	ADJ
ecj-13829	202	9	cardiac	cardiac	ADJ
ecj-13829	202	10	events	event	NOUN
ecj-13829	202	11	in	in	ADP
ecj-13829	202	12	emergency	emergency	NOUN
ecj-13829	202	13	department	department	NOUN
ecj-13829	202	14	patients	patient	NOUN
ecj-13829	202	15	with	with	ADP
ecj-13829	202	16	chest	chest	NOUN
ecj-13829	202	17	pain	pain	NOUN
ecj-13829	202	18	.	.	PUNCT
ecj-13829	203	1	scand	scand	PROPN
ecj-13829	203	2	j	j	PROPN
ecj-13829	204	1	trauma	trauma	NOUN
ecj-13829	204	2	resusc	resusc	VERB
ecj-13829	204	3	emerg	emerg	PROPN
ecj-13829	204	4	med	med	ADJ
ecj-13829	204	5	2020;28:93	2020;28:93	NUM
ecj-13829	204	6	.	.	PUNCT
ecj-13829	205	1	14	14	NUM
ecj-13829	205	2	.	.	PUNCT
ecj-13829	206	1	liu	liu	PROPN
ecj-13829	206	2	n	n	SYM
ecj-13829	206	3	,	,	PUNCT
ecj-13829	206	4	chee	chee	NOUN
ecj-13829	206	5	ml	ml	NOUN
ecj-13829	206	6	,	,	PUNCT
ecj-13829	206	7	koh	koh	PROPN
ecj-13829	206	8	zx	zx	PROPN
ecj-13829	206	9	,	,	PUNCT
ecj-13829	206	10	et	et	PROPN
ecj-13829	206	11	al	al	PROPN
ecj-13829	206	12	.	.	PUNCT
ecj-13829	206	13	utilizing	utilize	VERB
ecj-13829	206	14	machine	machine	NOUN
ecj-13829	206	15	learning	learn	VERB
ecj-13829	206	16	dimensionality	dimensionality	NOUN
ecj-13829	206	17	reduction	reduction	NOUN
ecj-13829	206	18	for	for	ADP
ecj-13829	206	19	risk	risk	NOUN
ecj-13829	206	20	stratification	stratification	NOUN
ecj-13829	206	21	of	of	ADP
ecj-13829	206	22	chest	chest	NOUN
ecj-13829	206	23	pain	pain	NOUN
ecj-13829	206	24	patients	patient	NOUN
ecj-13829	206	25	in	in	ADP
ecj-13829	206	26	the	the	DET
ecj-13829	206	27	emergency	emergency	NOUN
ecj-13829	206	28	department	department	NOUN
ecj-13829	206	29	.	.	PUNCT
ecj-13829	207	1	bmc	bmc	PROPN
ecj-13829	207	2	med	med	ADJ
ecj-13829	207	3	res	re	NOUN
ecj-13829	207	4	methodol	methodol	PROPN
ecj-13829	207	5	2021;21:74	2021;21:74	NUM
ecj-13829	207	6	.	.	PUNCT
ecj-13829	207	7	15	15	NUM
ecj-13829	207	8	.	.	PUNCT
ecj-13829	208	1	ting	ting	PROPN
ecj-13829	208	2	sim	sim	PROPN
ecj-13829	208	3	jz	jz	PROPN
ecj-13829	208	4	,	,	PUNCT
ecj-13829	208	5	fong	fong	PROPN
ecj-13829	208	6	qw	qw	PROPN
ecj-13829	208	7	,	,	PUNCT
ecj-13829	208	8	huang	huang	PROPN
ecj-13829	208	9	w	w	PROPN
ecj-13829	208	10	,	,	PUNCT
ecj-13829	208	11	tan	tan	PROPN
ecj-13829	208	12	ch	ch	PROPN
ecj-13829	208	13	.	.	PUNCT
ecj-13829	208	14	machine	machine	NOUN
ecj-13829	208	15	learning	learning	NOUN
ecj-13829	208	16	in	in	ADP
ecj-13829	208	17	medicine	medicine	NOUN
ecj-13829	208	18	:	:	PUNCT
ecj-13829	208	19	what	what	DET
ecj-13829	208	20	clinicians	clinician	NOUN
ecj-13829	208	21	should	should	AUX
ecj-13829	208	22	know	know	VERB
ecj-13829	208	23	.	.	PUNCT
ecj-13829	209	1	singapore	singapore	PROPN
ecj-13829	209	2	med	med	PROPN
ecj-13829	209	3	j	j	PROPN
ecj-13829	209	4	2023;64:91	2023;64:91	NUM
ecj-13829	209	5	-	-	SYM
ecj-13829	209	6	7	7	NUM
ecj-13829	209	7	.	.	NOUN
ecj-13829	209	8	16	16	NUM
ecj-13829	209	9	.	.	PUNCT
ecj-13829	210	1	sidey	sidey	NOUN
ecj-13829	210	2	-	-	PUNCT
ecj-13829	210	3	gibbons	gibbon	NOUN
ecj-13829	210	4	jam	jam	NOUN
ecj-13829	210	5	,	,	PUNCT
ecj-13829	210	6	sidey	sidey	NOUN
ecj-13829	210	7	-	-	PUNCT
ecj-13829	210	8	gibbons	gibbon	NOUN
ecj-13829	210	9	cj	cj	PROPN
ecj-13829	210	10	.	.	PUNCT
ecj-13829	210	11	machine	machine	NOUN
ecj-13829	210	12	learning	learning	NOUN
ecj-13829	210	13	in	in	ADP
ecj-13829	210	14	medicine	medicine	NOUN
ecj-13829	210	15	:	:	PUNCT
ecj-13829	210	16	a	a	DET
ecj-13829	210	17	practical	practical	ADJ
ecj-13829	210	18	introduction	introduction	NOUN
ecj-13829	210	19	.	.	PUNCT
ecj-13829	211	1	bmc	bmc	PROPN
ecj-13829	211	2	med	med	ADJ
ecj-13829	211	3	res	re	NOUN
ecj-13829	211	4	methodol	methodol	NOUN
ecj-13829	211	5	2019;19:64	2019;19:64	NUM
ecj-13829	211	6	.	.	PUNCT
ecj-13829	212	1	17	17	NUM
ecj-13829	212	2	.	.	PUNCT
ecj-13829	213	1	tan	tan	PROPN
ecj-13829	213	2	s	s	PART
ecj-13829	213	3	,	,	PUNCT
ecj-13829	213	4	xin	xin	PROPN
ecj-13829	213	5	x	x	PROPN
ecj-13829	213	6	,	,	PUNCT
ecj-13829	213	7	wu	wu	PROPN
ecj-13829	213	8	d.	d.	PROPN
ecj-13829	213	9	chatgpt	chatgpt	PROPN
ecj-13829	213	10	in	in	ADP
ecj-13829	213	11	medicine	medicine	NOUN
ecj-13829	213	12	:	:	PUNCT
ecj-13829	213	13	prospects	prospect	NOUN
ecj-13829	213	14	and	and	CCONJ
ecj-13829	213	15	challenges	challenge	NOUN
ecj-13829	213	16	:	:	PUNCT
ecj-13829	213	17	a	a	DET
ecj-13829	213	18	review	review	NOUN
ecj-13829	213	19	article	article	NOUN
ecj-13829	213	20	.	.	PUNCT
ecj-13829	214	1	int	int	PROPN
ecj-13829	214	2	j	j	PROPN
ecj-13829	214	3	surg	surg	PROPN
ecj-13829	214	4	2024;110:3701	2024;110:3701	NUM
ecj-13829	214	5	-	-	SYM
ecj-13829	214	6	6	6	NUM
ecj-13829	214	7	.	.	NOUN
ecj-13829	214	8	18	18	NUM
ecj-13829	214	9	.	.	PUNCT
ecj-13829	215	1	zaboli	zaboli	PROPN
ecj-13829	215	2	a	a	PRON
ecj-13829	215	3	,	,	PUNCT
ecj-13829	215	4	brigo	brigo	PROPN
ecj-13829	215	5	f	f	PROPN
ecj-13829	215	6	,	,	PUNCT
ecj-13829	215	7	sibilio	sibilio	NOUN
ecj-13829	215	8	s	s	PROPN
ecj-13829	215	9	,	,	PUNCT
ecj-13829	215	10	et	et	PROPN
ecj-13829	215	11	al	al	PROPN
ecj-13829	215	12	.	.	PUNCT
ecj-13829	216	1	human	human	ADJ
ecj-13829	216	2	intelligence	intelligence	PROPN
ecj-13829	216	3	versus	versus	ADP
ecj-13829	216	4	chat	chat	NOUN
ecj-13829	216	5	-	-	PUNCT
ecj-13829	216	6	gpt	gpt	NOUN
ecj-13829	216	7	:	:	PUNCT
ecj-13829	216	8	who	who	PRON
ecj-13829	216	9	performs	perform	VERB
ecj-13829	216	10	better	well	ADV
ecj-13829	216	11	in	in	ADP
ecj-13829	216	12	correctly	correctly	ADV
ecj-13829	216	13	classifying	classify	VERB
ecj-13829	216	14	patients	patient	NOUN
ecj-13829	216	15	in	in	ADP
ecj-13829	216	16	triage	triage	NOUN
ecj-13829	216	17	?	?	PUNCT
ecj-13829	217	1	am	be	AUX
ecj-13829	217	2	j	j	PROPN
ecj-13829	217	3	emerg	emerg	PROPN
ecj-13829	217	4	med	med	ADJ
ecj-13829	217	5	2024;79:44	2024;79:44	NUM
ecj-13829	217	6	-	-	SYM
ecj-13829	217	7	7	7	NUM
ecj-13829	217	8	.	.	NOUN
ecj-13829	217	9	19	19	NUM
ecj-13829	217	10	.	.	PUNCT
ecj-13829	218	1	heston	heston	PROPN
ecj-13829	218	2	tf	tf	PROPN
ecj-13829	218	3	,	,	PUNCT
ecj-13829	218	4	lewis	lewis	PROPN
ecj-13829	218	5	lm	lm	PROPN
ecj-13829	218	6	.	.	PROPN
ecj-13829	219	1	chatgpt	chatgpt	PROPN
ecj-13829	219	2	provides	provide	VERB
ecj-13829	219	3	inconsistent	inconsistent	ADJ
ecj-13829	219	4	riskstratification	riskstratification	NOUN
ecj-13829	219	5	of	of	ADP
ecj-13829	219	6	patients	patient	NOUN
ecj-13829	219	7	with	with	ADP
ecj-13829	219	8	atraumatic	atraumatic	ADJ
ecj-13829	219	9	chest	chest	NOUN
ecj-13829	219	10	pain	pain	NOUN
ecj-13829	219	11	.	.	PUNCT
ecj-13829	220	1	plos	plos	PROPN
ecj-13829	220	2	one	one	NUM
ecj-13829	220	3	2024;19	2024;19	NUM
ecj-13829	220	4	:	:	PUNCT
ecj-13829	220	5	e0301854	e0301854	NOUN
ecj-13829	220	6	.	.	PROPN
ecj-13829	220	7	20	20	NUM
ecj-13829	220	8	.	.	PUNCT
ecj-13829	221	1	wu	wu	PROPN
ecj-13829	221	2	cc	cc	PROPN
ecj-13829	221	3	,	,	PUNCT
ecj-13829	221	4	hsu	hsu	PROPN
ecj-13829	221	5	wd	wd	PROPN
ecj-13829	221	6	,	,	PUNCT
ecj-13829	221	7	islam	islam	PROPN
ecj-13829	221	8	mm	mm	PROPN
ecj-13829	221	9	,	,	PUNCT
ecj-13829	221	10	et	et	PROPN
ecj-13829	221	11	al	al	PROPN
ecj-13829	221	12	.	.	PUNCT
ecj-13829	222	1	an	an	DET
ecj-13829	222	2	artificial	artificial	ADJ
ecj-13829	222	3	intelligence	intelligence	NOUN
ecj-13829	222	4	approach	approach	NOUN
ecj-13829	222	5	to	to	AUX
ecj-13829	222	6	early	early	ADV
ecj-13829	222	7	predict	predict	VERB
ecj-13829	222	8	non	non	ADJ
ecj-13829	222	9	-	-	ADJ
ecj-13829	222	10	st	st	ADJ
ecj-13829	222	11	-	-	PUNCT
ecj-13829	222	12	elevation	elevation	NOUN
ecj-13829	222	13	myocardial	myocardial	ADJ
ecj-13829	222	14	infarction	infarction	NOUN
ecj-13829	222	15	patients	patient	NOUN
ecj-13829	222	16	with	with	ADP
ecj-13829	222	17	chest	chest	NOUN
ecj-13829	222	18	pain	pain	NOUN
ecj-13829	222	19	.	.	PUNCT
ecj-13829	223	1	comput	comput	NOUN
ecj-13829	223	2	methods	method	NOUN
ecj-13829	223	3	programs	program	NOUN
ecj-13829	223	4	biomed	biome	VERB
ecj-13829	223	5	.	.	PUNCT
ecj-13829	224	1	2019;173:109	2019;173:109	NUM
ecj-13829	224	2	-	-	SYM
ecj-13829	224	3	17	17	NUM
ecj-13829	224	4	.	.	PUNCT
ecj-13829	225	1	21	21	NUM
ecj-13829	225	2	.	.	PUNCT
ecj-13829	226	1	tsai	tsai	PROPN
ecj-13829	226	2	dj	dj	PROPN
ecj-13829	226	3	,	,	PUNCT
ecj-13829	226	4	tsai	tsai	PROPN
ecj-13829	226	5	sh	sh	PROPN
ecj-13829	226	6	,	,	PUNCT
ecj-13829	226	7	chiang	chiang	PROPN
ecj-13829	226	8	hh	hh	PROPN
ecj-13829	226	9	,	,	PUNCT
ecj-13829	226	10	et	et	PROPN
ecj-13829	226	11	al	al	PROPN
ecj-13829	226	12	.	.	PROPN
ecj-13829	226	13	development	development	PROPN
ecj-13829	226	14	and	and	CCONJ
ecj-13829	226	15	validation	validation	NOUN
ecj-13829	226	16	of	of	ADP
ecj-13829	226	17	an	an	DET
ecj-13829	226	18	artificial	artificial	ADJ
ecj-13829	226	19	intelligence	intelligence	NOUN
ecj-13829	226	20	electrocardiogram	electrocardiogram	NOUN
ecj-13829	226	21	recommendation	recommendation	NOUN
ecj-13829	226	22	system	system	NOUN
ecj-13829	226	23	in	in	ADP
ecj-13829	226	24	the	the	DET
ecj-13829	226	25	emergency	emergency	NOUN
ecj-13829	226	26	department	department	NOUN
ecj-13829	226	27	.	.	PUNCT
ecj-13829	227	1	j	j	PROPN
ecj-13829	227	2	pers	per	NOUN
ecj-13829	227	3	med	me	VERB
ecj-13829	227	4	2022;12:700	2022;12:700	NUM
ecj-13829	227	5	.	.	PUNCT
ecj-13829	228	1	article	article	NOUN
ecj-13829	229	1	[	[	X
ecj-13829	229	2	page	page	NOUN
ecj-13829	229	3	22	22	NUM
ecj-13829	229	4	]	]	PUNCT
ecj-13829	230	1	[	[	X
ecj-13829	230	2	emergency	emergency	NOUN
ecj-13829	230	3	care	care	NOUN
ecj-13829	230	4	journal	journal	NOUN
ecj-13829	230	5	2025	2025	NUM
ecj-13829	230	6	;	;	PUNCT
ecj-13829	230	7	21:13829	21:13829	NUM
ecj-13829	230	8	]	]	PUNCT