id	sid	tid	token	lemma	pos
ajmpe-258	1	1	top	top	ADJ
ajmpe-258	1	2	health	health	PROPN
ajmpe-258	1	3	sciences	sciences	PROPN
ajmpe-258	1	4	research	research	PROPN
ajmpe-258	1	5	journal	journal	PROPN
ajmpe-258	1	6	vol.7	vol.7	PROPN
ajmpe-258	1	7	,	,	PUNCT
ajmpe-258	1	8	issue	issue	NOUN
ajmpe-258	1	9	1	1	NUM
ajmpe-258	1	10	;	;	PUNCT
ajmpe-258	1	11	january	january	PROPN
ajmpe-258	1	12	-	-	PUNCT
ajmpe-258	1	13	febuary	febuary	PROPN
ajmpe-258	1	14	2022	2022	NUM
ajmpe-258	1	15	;	;	PUNCT
ajmpe-258	1	16	1252	1252	NUM
ajmpe-258	1	17	columbia	columbia	PROPN
ajmpe-258	1	18	rd	rd	PROPN
ajmpe-258	1	19	nw	nw	PROPN
ajmpe-258	1	20	,	,	PUNCT
ajmpe-258	1	21	washington	washington	PROPN
ajmpe-258	1	22	dc	dc	PROPN
ajmpe-258	1	23	,	,	PUNCT
ajmpe-258	1	24	united	united	PROPN
ajmpe-258	1	25	states	states	PROPN
ajmpe-258	1	26	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	1	27	;	;	PUNCT
ajmpe-258	1	28	mail	mail	NOUN
ajmpe-258	1	29	:	:	PUNCT
ajmpe-258	1	30	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	2	1	1	1	NUM
ajmpe-258	3	1	|	|	ADV
ajmpe-258	3	2	t	t	X
ajmpe-258	3	3	o	o	NOUN
ajmpe-258	4	1	p	p	X
ajmpe-258	4	2	h	h	NOUN
ajmpe-258	4	3	e	e	PROPN
ajmpe-258	4	4	a	a	PROPN
ajmpe-258	4	5	l	l	NOUN
ajmpe-258	4	6	t	t	NOUN
ajmpe-258	4	7	h	h	NOUN
ajmpe-258	4	8	s	s	VERB
ajmpe-258	4	9	c	c	NOUN
ajmpe-258	5	1	i	i	NOUN
ajmpe-258	5	2	e	e	PROPN
ajmpe-258	5	3	n	n	PROPN
ajmpe-258	5	4	c	c	NOUN
ajmpe-258	5	5	e	e	NOUN
ajmpe-258	5	6	s	s	NOUN
ajmpe-258	5	7	r	r	NOUN
ajmpe-258	5	8	e	e	NOUN
ajmpe-258	5	9	s	s	NOUN
ajmpe-258	5	10	e	e	NOUN
ajmpe-258	5	11	a	a	DET
ajmpe-258	5	12	r	r	NOUN
ajmpe-258	5	13	c	c	NOUN
ajmpe-258	5	14	h	h	NOUN
ajmpe-258	6	1	j	j	NOUN
ajmpe-258	6	2	o	o	X
ajmpe-258	6	3	u	u	NOUN
ajmpe-258	6	4	r	r	NOUN
ajmpe-258	6	5	n	n	ADV
ajmpe-258	6	6	a	a	DET
ajmpe-258	6	7	l	l	NOUN
ajmpe-258	7	1	|	|	ADV
ajmpe-258	7	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	7	3	risk	risk	NOUN
ajmpe-258	7	4	factors	factor	NOUN
ajmpe-258	7	5	for	for	ADP
ajmpe-258	7	6	readmission	readmission	NOUN
ajmpe-258	7	7	of	of	ADP
ajmpe-258	7	8	cardiac	cardiac	ADJ
ajmpe-258	7	9	patients	patient	NOUN
ajmpe-258	7	10	doe	doe	PROPN
ajmpe-258	7	11	jane	jane	PROPN
ajmpe-258	7	12	university	university	PROPN
ajmpe-258	7	13	of	of	ADP
ajmpe-258	7	14	south	south	PROPN
ajmpe-258	7	15	dakota	dakota	PROPN
ajmpe-258	7	16	,	,	PUNCT
ajmpe-258	7	17	beacom	beacom	PROPN
ajmpe-258	7	18	school	school	NOUN
ajmpe-258	7	19	of	of	ADP
ajmpe-258	7	20	business	business	NOUN
ajmpe-258	7	21	,	,	PUNCT
ajmpe-258	7	22	414	414	NUM
ajmpe-258	7	23	e.	e.	PROPN
ajmpe-258	7	24	clark	clark	PROPN
ajmpe-258	7	25	street	street	PROPN
ajmpe-258	7	26	,	,	PUNCT
ajmpe-258	7	27	vermillion	vermillion	NOUN
ajmpe-258	7	28	,	,	PUNCT
ajmpe-258	7	29	sd	sd	ADP
ajmpe-258	7	30	57069	57069	NUM
ajmpe-258	7	31	,	,	PUNCT
ajmpe-258	7	32	usa	usa	PROPN
ajmpe-258	7	33	.	.	PROPN
ajmpe-258	7	34	abstract	abstract	ADJ
ajmpe-258	7	35	:	:	PUNCT
ajmpe-258	7	36	hospital	hospital	NOUN
ajmpe-258	7	37	readmissions	readmission	NOUN
ajmpe-258	7	38	are	be	AUX
ajmpe-258	7	39	a	a	DET
ajmpe-258	7	40	major	major	ADJ
ajmpe-258	7	41	problem	problem	NOUN
ajmpe-258	7	42	in	in	ADP
ajmpe-258	7	43	the	the	DET
ajmpe-258	7	44	united	united	PROPN
ajmpe-258	7	45	states	states	PROPN
ajmpe-258	7	46	,	,	PUNCT
ajmpe-258	7	47	costing	cost	VERB
ajmpe-258	7	48	billions	billion	NOUN
ajmpe-258	7	49	of	of	ADP
ajmpe-258	7	50	dollars	dollar	NOUN
ajmpe-258	7	51	each	each	DET
ajmpe-258	7	52	year	year	NOUN
ajmpe-258	7	53	.	.	PUNCT
ajmpe-258	8	1	this	this	DET
ajmpe-258	8	2	study	study	NOUN
ajmpe-258	8	3	aimed	aim	VERB
ajmpe-258	8	4	to	to	PART
ajmpe-258	8	5	identify	identify	VERB
ajmpe-258	8	6	the	the	DET
ajmpe-258	8	7	factors	factor	NOUN
ajmpe-258	8	8	that	that	PRON
ajmpe-258	8	9	can	can	AUX
ajmpe-258	8	10	predict	predict	VERB
ajmpe-258	8	11	cardiac	cardiac	ADJ
ajmpe-258	8	12	patient	patient	ADJ
ajmpe-258	8	13	readmissions	readmission	NOUN
ajmpe-258	8	14	.	.	PUNCT
ajmpe-258	9	1	a	a	DET
ajmpe-258	9	2	retrospective	retrospective	ADJ
ajmpe-258	9	3	cohort	cohort	NOUN
ajmpe-258	9	4	study	study	NOUN
ajmpe-258	9	5	was	be	AUX
ajmpe-258	9	6	conducted	conduct	VERB
ajmpe-258	9	7	of	of	ADP
ajmpe-258	9	8	patients	patient	NOUN
ajmpe-258	9	9	who	who	PRON
ajmpe-258	9	10	were	be	AUX
ajmpe-258	9	11	discharged	discharge	VERB
ajmpe-258	9	12	from	from	ADP
ajmpe-258	9	13	a	a	DET
ajmpe-258	9	14	hospital	hospital	NOUN
ajmpe-258	9	15	with	with	ADP
ajmpe-258	9	16	a	a	DET
ajmpe-258	9	17	diagnosis	diagnosis	NOUN
ajmpe-258	9	18	of	of	ADP
ajmpe-258	9	19	heart	heart	NOUN
ajmpe-258	9	20	failure	failure	NOUN
ajmpe-258	9	21	.	.	PUNCT
ajmpe-258	10	1	the	the	DET
ajmpe-258	10	2	risk	risk	NOUN
ajmpe-258	10	3	of	of	ADP
ajmpe-258	10	4	readmission	readmission	NOUN
ajmpe-258	10	5	was	be	AUX
ajmpe-258	10	6	assessed	assess	VERB
ajmpe-258	10	7	using	use	VERB
ajmpe-258	10	8	a	a	DET
ajmpe-258	10	9	variety	variety	NOUN
ajmpe-258	10	10	of	of	ADP
ajmpe-258	10	11	factors	factor	NOUN
ajmpe-258	10	12	,	,	PUNCT
ajmpe-258	10	13	including	include	VERB
ajmpe-258	10	14	age	age	NOUN
ajmpe-258	10	15	,	,	PUNCT
ajmpe-258	10	16	gender	gender	NOUN
ajmpe-258	10	17	,	,	PUNCT
ajmpe-258	10	18	race	race	NOUN
ajmpe-258	10	19	,	,	PUNCT
ajmpe-258	10	20	ethnicity	ethnicity	NOUN
ajmpe-258	10	21	,	,	PUNCT
ajmpe-258	10	22	comorbidities	comorbiditie	NOUN
ajmpe-258	10	23	,	,	PUNCT
ajmpe-258	10	24	and	and	CCONJ
ajmpe-258	10	25	discharge	discharge	VERB
ajmpe-258	10	26	medications	medication	NOUN
ajmpe-258	10	27	.	.	PUNCT
ajmpe-258	11	1	the	the	DET
ajmpe-258	11	2	results	result	NOUN
ajmpe-258	11	3	showed	show	VERB
ajmpe-258	11	4	that	that	SCONJ
ajmpe-258	11	5	the	the	DET
ajmpe-258	11	6	following	follow	VERB
ajmpe-258	11	7	factors	factor	NOUN
ajmpe-258	11	8	were	be	AUX
ajmpe-258	11	9	associated	associate	VERB
ajmpe-258	11	10	with	with	ADP
ajmpe-258	11	11	an	an	DET
ajmpe-258	11	12	increased	increase	VERB
ajmpe-258	11	13	risk	risk	NOUN
ajmpe-258	11	14	of	of	ADP
ajmpe-258	11	15	readmission	readmission	NOUN
ajmpe-258	11	16	:	:	PUNCT
ajmpe-258	11	17	age	age	NOUN
ajmpe-258	11	18	,	,	PUNCT
ajmpe-258	11	19	female	female	ADJ
ajmpe-258	11	20	gender	gender	NOUN
ajmpe-258	11	21	,	,	PUNCT
ajmpe-258	11	22	black	black	ADJ
ajmpe-258	11	23	race	race	NOUN
ajmpe-258	11	24	,	,	PUNCT
ajmpe-258	11	25	hispanic	hispanic	ADJ
ajmpe-258	11	26	ethnicity	ethnicity	NOUN
ajmpe-258	11	27	comorbidities	comorbiditie	NOUN
ajmpe-258	11	28	such	such	ADJ
ajmpe-258	11	29	as	as	ADP
ajmpe-258	11	30	diabetes	diabetes	NOUN
ajmpe-258	11	31	,	,	PUNCT
ajmpe-258	11	32	chronic	chronic	ADJ
ajmpe-258	11	33	obstructive	obstructive	ADJ
ajmpe-258	11	34	pulmonary	pulmonary	ADJ
ajmpe-258	11	35	disease	disease	NOUN
ajmpe-258	11	36	,	,	PUNCT
ajmpe-258	11	37	and	and	CCONJ
ajmpe-258	11	38	chronic	chronic	ADJ
ajmpe-258	11	39	kidney	kidney	NOUN
ajmpe-258	11	40	disease	disease	NOUN
ajmpe-258	11	41	discharge	discharge	VERB
ajmpe-258	11	42	medications	medication	NOUN
ajmpe-258	11	43	such	such	ADJ
ajmpe-258	11	44	as	as	ADP
ajmpe-258	11	45	diuretics	diuretic	NOUN
ajmpe-258	11	46	and	and	CCONJ
ajmpe-258	11	47	beta	beta	NOUN
ajmpe-258	11	48	-	-	PUNCT
ajmpe-258	11	49	blockers	blocker	NOUN
ajmpe-258	11	50	a	a	DET
ajmpe-258	11	51	risk	risk	NOUN
ajmpe-258	11	52	score	score	NOUN
ajmpe-258	11	53	was	be	AUX
ajmpe-258	11	54	developed	develop	VERB
ajmpe-258	11	55	based	base	VERB
ajmpe-258	11	56	on	on	ADP
ajmpe-258	11	57	these	these	DET
ajmpe-258	11	58	factors	factor	NOUN
ajmpe-258	11	59	and	and	CCONJ
ajmpe-258	11	60	was	be	AUX
ajmpe-258	11	61	found	find	VERB
ajmpe-258	11	62	to	to	PART
ajmpe-258	11	63	be	be	AUX
ajmpe-258	11	64	a	a	DET
ajmpe-258	11	65	significant	significant	ADJ
ajmpe-258	11	66	predictor	predictor	NOUN
ajmpe-258	11	67	of	of	ADP
ajmpe-258	11	68	readmission	readmission	NOUN
ajmpe-258	11	69	.	.	PUNCT
ajmpe-258	12	1	this	this	DET
ajmpe-258	12	2	study	study	NOUN
ajmpe-258	12	3	provides	provide	VERB
ajmpe-258	12	4	valuable	valuable	ADJ
ajmpe-258	12	5	insights	insight	NOUN
ajmpe-258	12	6	into	into	ADP
ajmpe-258	12	7	the	the	DET
ajmpe-258	12	8	factors	factor	NOUN
ajmpe-258	12	9	that	that	PRON
ajmpe-258	12	10	can	can	AUX
ajmpe-258	12	11	predict	predict	VERB
ajmpe-258	12	12	cardiac	cardiac	ADJ
ajmpe-258	12	13	patient	patient	ADJ
ajmpe-258	12	14	readmissions	readmission	NOUN
ajmpe-258	12	15	.	.	PUNCT
ajmpe-258	13	1	the	the	DET
ajmpe-258	13	2	risk	risk	NOUN
ajmpe-258	13	3	score	score	NOUN
ajmpe-258	13	4	developed	develop	VERB
ajmpe-258	13	5	in	in	ADP
ajmpe-258	13	6	this	this	DET
ajmpe-258	13	7	study	study	NOUN
ajmpe-258	13	8	can	can	AUX
ajmpe-258	13	9	be	be	AUX
ajmpe-258	13	10	used	use	VERB
ajmpe-258	13	11	to	to	PART
ajmpe-258	13	12	identify	identify	VERB
ajmpe-258	13	13	patients	patient	NOUN
ajmpe-258	13	14	who	who	PRON
ajmpe-258	13	15	are	be	AUX
ajmpe-258	13	16	at	at	ADP
ajmpe-258	13	17	high	high	ADJ
ajmpe-258	13	18	risk	risk	NOUN
ajmpe-258	13	19	of	of	ADP
ajmpe-258	13	20	readmission	readmission	NOUN
ajmpe-258	13	21	and	and	CCONJ
ajmpe-258	13	22	to	to	PART
ajmpe-258	13	23	target	target	VERB
ajmpe-258	13	24	interventions	intervention	NOUN
ajmpe-258	13	25	to	to	PART
ajmpe-258	13	26	prevent	prevent	VERB
ajmpe-258	13	27	these	these	DET
ajmpe-258	13	28	readmissions	readmission	NOUN
ajmpe-258	13	29	.	.	PUNCT
ajmpe-258	14	1	keywords	keyword	NOUN
ajmpe-258	14	2	:	:	PUNCT
ajmpe-258	14	3	hospital	hospital	NOUN
ajmpe-258	14	4	readmission	readmission	NOUN
ajmpe-258	14	5	,	,	PUNCT
ajmpe-258	14	6	cardiac	cardiac	ADJ
ajmpe-258	14	7	patient	patient	NOUN
ajmpe-258	14	8	,	,	PUNCT
ajmpe-258	14	9	risk	risk	NOUN
ajmpe-258	14	10	factors	factor	NOUN
ajmpe-258	14	11	,	,	PUNCT
ajmpe-258	14	12	risk	risk	NOUN
ajmpe-258	14	13	score	score	NOUN
ajmpe-258	14	14	,	,	PUNCT
ajmpe-258	14	15	heart	heart	NOUN
ajmpe-258	14	16	failure	failure	NOUN
ajmpe-258	14	17	,	,	PUNCT
ajmpe-258	14	18	diuretics	diuretic	NOUN
ajmpe-258	14	19	,	,	PUNCT
ajmpe-258	14	20	betablockers	betablocker	NOUN
ajmpe-258	14	21	introduction	introduction	NOUN
ajmpe-258	14	22	and	and	CCONJ
ajmpe-258	14	23	motivation	motivation	NOUN
ajmpe-258	14	24	american	american	ADJ
ajmpe-258	14	25	health	health	PROPN
ajmpe-258	14	26	care	care	NOUN
ajmpe-258	14	27	consumers	consumer	NOUN
ajmpe-258	14	28	struggle	struggle	VERB
ajmpe-258	14	29	to	to	PART
ajmpe-258	14	30	find	find	VERB
ajmpe-258	14	31	balance	balance	NOUN
ajmpe-258	14	32	between	between	ADP
ajmpe-258	14	33	access	access	NOUN
ajmpe-258	14	34	to	to	ADP
ajmpe-258	14	35	health	health	NOUN
ajmpe-258	14	36	care	care	NOUN
ajmpe-258	14	37	services	service	NOUN
ajmpe-258	14	38	,	,	PUNCT
ajmpe-258	14	39	the	the	DET
ajmpe-258	14	40	cost	cost	NOUN
ajmpe-258	14	41	of	of	ADP
ajmpe-258	14	42	health	health	NOUN
ajmpe-258	14	43	care	care	NOUN
ajmpe-258	14	44	,	,	PUNCT
ajmpe-258	14	45	and	and	CCONJ
ajmpe-258	14	46	the	the	DET
ajmpe-258	14	47	quality	quality	NOUN
ajmpe-258	14	48	of	of	ADP
ajmpe-258	14	49	the	the	DET
ajmpe-258	14	50	health	health	NOUN
ajmpe-258	14	51	care	care	NOUN
ajmpe-258	14	52	.	.	PUNCT
ajmpe-258	15	1	due	due	ADP
ajmpe-258	15	2	to	to	ADP
ajmpe-258	15	3	rising	rise	VERB
ajmpe-258	15	4	costs	cost	NOUN
ajmpe-258	15	5	,	,	PUNCT
ajmpe-258	15	6	new	new	ADJ
ajmpe-258	15	7	legislation	legislation	NOUN
ajmpe-258	15	8	,	,	PUNCT
ajmpe-258	15	9	changing	change	VERB
ajmpe-258	15	10	population	population	NOUN
ajmpe-258	15	11	health	health	NOUN
ajmpe-258	15	12	care	care	NOUN
ajmpe-258	15	13	needs	need	NOUN
ajmpe-258	15	14	,	,	PUNCT
ajmpe-258	15	15	and	and	CCONJ
ajmpe-258	15	16	discrepancies	discrepancy	NOUN
ajmpe-258	15	17	in	in	ADP
ajmpe-258	15	18	defining	define	VERB
ajmpe-258	15	19	quality	quality	NOUN
ajmpe-258	15	20	,	,	PUNCT
ajmpe-258	15	21	maximizing	maximize	VERB
ajmpe-258	15	22	the	the	DET
ajmpe-258	15	23	value	value	NOUN
ajmpe-258	15	24	proposition	proposition	NOUN
ajmpe-258	15	25	within	within	ADP
ajmpe-258	15	26	american	american	ADJ
ajmpe-258	15	27	health	health	PROPN
ajmpe-258	15	28	care	care	NOUN
ajmpe-258	15	29	is	be	AUX
ajmpe-258	15	30	complicated	complicated	ADJ
ajmpe-258	15	31	.	.	PUNCT
ajmpe-258	16	1	one	one	NUM
ajmpe-258	16	2	approach	approach	NOUN
ajmpe-258	16	3	has	have	AUX
ajmpe-258	16	4	been	be	AUX
ajmpe-258	16	5	the	the	DET
ajmpe-258	16	6	hospital	hospital	NOUN
ajmpe-258	16	7	readmissions	readmission	NOUN
ajmpe-258	16	8	reduction	reduction	NOUN
ajmpe-258	16	9	program	program	NOUN
ajmpe-258	16	10	(	(	PUNCT
ajmpe-258	16	11	hrrp	hrrp	PROPN
ajmpe-258	16	12	)	)	PUNCT
ajmpe-258	16	13	,	,	PUNCT
ajmpe-258	16	14	part	part	NOUN
ajmpe-258	16	15	of	of	ADP
ajmpe-258	16	16	the	the	DET
ajmpe-258	16	17	2010	2010	NUM
ajmpe-258	16	18	patient	patient	NOUN
ajmpe-258	16	19	protection	protection	NOUN
ajmpe-258	16	20	and	and	CCONJ
ajmpe-258	16	21	affordable	affordable	ADJ
ajmpe-258	16	22	care	care	NOUN
ajmpe-258	16	23	act	act	NOUN
ajmpe-258	16	24	(	(	PUNCT
ajmpe-258	16	25	ppaca	ppaca	PROPN
ajmpe-258	16	26	)	)	PUNCT
ajmpe-258	16	27	,	,	PUNCT
ajmpe-258	16	28	that	that	SCONJ
ajmpe-258	16	29	penalizes	penalize	VERB
ajmpe-258	16	30	hospitals	hospital	NOUN
ajmpe-258	16	31	with	with	ADP
ajmpe-258	16	32	higher	high	ADJ
ajmpe-258	16	33	-	-	PUNCT
ajmpe-258	16	34	than	than	ADP
ajmpe-258	16	35	-	-	PUNCT
ajmpe-258	16	36	expected	expect	VERB
ajmpe-258	16	37	readmission	readmission	NOUN
ajmpe-258	16	38	rates	rate	NOUN
ajmpe-258	16	39	,	,	PUNCT
ajmpe-258	16	40	up	up	ADP
ajmpe-258	16	41	to	to	PART
ajmpe-258	16	42	3	3	NUM
ajmpe-258	16	43	%	%	NOUN
ajmpe-258	16	44	of	of	ADP
ajmpe-258	16	45	their	their	PRON
ajmpe-258	16	46	total	total	ADJ
ajmpe-258	16	47	medicare	medicare	NOUN
ajmpe-258	16	48	payments	payment	NOUN
ajmpe-258	16	49	(	(	PUNCT
ajmpe-258	16	50	http://go.cms.gov/1l93lh4	http://go.cms.gov/1l93lh4	NOUN
ajmpe-258	16	51	)	)	PUNCT
ajmpe-258	16	52	.	.	PUNCT
ajmpe-258	17	1	hospital	hospital	NOUN
ajmpe-258	17	2	readmissions	readmission	NOUN
ajmpe-258	17	3	,	,	PUNCT
ajmpe-258	17	4	according	accord	VERB
ajmpe-258	17	5	to	to	ADP
ajmpe-258	17	6	centers	center	NOUN
ajmpe-258	17	7	for	for	ADP
ajmpe-258	17	8	medicare	medicare	PROPN
ajmpe-258	17	9	and	and	CCONJ
ajmpe-258	17	10	medicaid	medicaid	PROPN
ajmpe-258	17	11	,	,	PUNCT
ajmpe-258	17	12	are	be	AUX
ajmpe-258	17	13	common	common	ADJ
ajmpe-258	17	14	,	,	PUNCT
ajmpe-258	17	15	costly	costly	ADJ
ajmpe-258	17	16	,	,	PUNCT
ajmpe-258	17	17	and	and	CCONJ
ajmpe-258	17	18	most	most	ADV
ajmpe-258	17	19	importantly	importantly	ADV
ajmpe-258	17	20	correctable	correctable	ADJ
ajmpe-258	17	21	.	.	PUNCT
ajmpe-258	18	1	more	more	ADJ
ajmpe-258	18	2	than	than	ADP
ajmpe-258	18	3	2,000	2,000	NUM
ajmpe-258	18	4	hospitals	hospital	NOUN
ajmpe-258	18	5	are	be	AUX
ajmpe-258	18	6	penalized	penalize	VERB
ajmpe-258	18	7	for	for	ADP
ajmpe-258	18	8	readmission	readmission	NOUN
ajmpe-258	18	9	and	and	CCONJ
ajmpe-258	18	10	therefore	therefore	ADV
ajmpe-258	18	11	forfeit	forfeit	VERB
ajmpe-258	18	12	about	about	ADV
ajmpe-258	18	13	$	$	SYM
ajmpe-258	18	14	280	280	NUM
ajmpe-258	18	15	million	million	NUM
ajmpe-258	18	16	in	in	ADP
ajmpe-258	18	17	medicare	medicare	PROPN
ajmpe-258	18	18	funds	fund	NOUN
ajmpe-258	18	19	annually	annually	ADV
ajmpe-258	18	20	.	.	PUNCT
ajmpe-258	19	1	it	it	PRON
ajmpe-258	19	2	is	be	AUX
ajmpe-258	19	3	not	not	PART
ajmpe-258	19	4	just	just	ADV
ajmpe-258	19	5	cost	cost	NOUN
ajmpe-258	19	6	of	of	ADP
ajmpe-258	19	7	unnecessary	unnecessary	ADJ
ajmpe-258	19	8	hospitalizations	hospitalization	NOUN
ajmpe-258	19	9	but	but	CCONJ
ajmpe-258	19	10	a	a	DET
ajmpe-258	19	11	social	social	ADJ
ajmpe-258	19	12	impact	impact	NOUN
ajmpe-258	19	13	(	(	PUNCT
ajmpe-258	19	14	externalities	externality	NOUN
ajmpe-258	19	15	)	)	PUNCT
ajmpe-258	19	16	in	in	ADP
ajmpe-258	19	17	lost	lose	VERB
ajmpe-258	19	18	wages	wage	NOUN
ajmpe-258	19	19	and	and	CCONJ
ajmpe-258	19	20	production	production	NOUN
ajmpe-258	19	21	as	as	ADV
ajmpe-258	19	22	well	well	ADV
ajmpe-258	19	23	as	as	ADP
ajmpe-258	19	24	improvement	improvement	NOUN
ajmpe-258	19	25	in	in	ADP
ajmpe-258	19	26	care	care	NOUN
ajmpe-258	19	27	.	.	PUNCT
ajmpe-258	20	1	this	this	DET
ajmpe-258	20	2	study	study	NOUN
ajmpe-258	20	3	aims	aim	VERB
ajmpe-258	20	4	to	to	PART
ajmpe-258	20	5	identify	identify	VERB
ajmpe-258	20	6	the	the	DET
ajmpe-258	20	7	factors	factor	NOUN
ajmpe-258	20	8	that	that	PRON
ajmpe-258	20	9	can	can	AUX
ajmpe-258	20	10	predict	predict	VERB
ajmpe-258	20	11	characteristics	characteristic	NOUN
ajmpe-258	20	12	of	of	ADP
ajmpe-258	20	13	cardiac	cardiac	ADJ
ajmpe-258	20	14	patient	patient	ADJ
ajmpe-258	20	15	readmissions	readmission	NOUN
ajmpe-258	20	16	.	.	PUNCT
ajmpe-258	21	1	specifically	specifically	ADV
ajmpe-258	21	2	,	,	PUNCT
ajmpe-258	21	3	weaimed	weaime	VERB
ajmpe-258	21	4	to	to	PART
ajmpe-258	21	5	achieve	achieve	VERB
ajmpe-258	21	6	two	two	NUM
ajmpe-258	21	7	goals	goal	NOUN
ajmpe-258	21	8	:	:	PUNCT
ajmpe-258	21	9	1	1	X
ajmpe-258	21	10	)	)	PUNCT
ajmpe-258	21	11	identify	identify	VERB
ajmpe-258	21	12	significant	significant	ADJ
ajmpe-258	21	13	risk	risk	NOUN
ajmpe-258	21	14	factors	factor	NOUN
ajmpe-258	21	15	that	that	PRON
ajmpe-258	21	16	can	can	AUX
ajmpe-258	21	17	predict	predict	VERB
ajmpe-258	21	18	cardiac	cardiac	ADJ
ajmpe-258	21	19	patient	patient	ADJ
ajmpe-258	21	20	readmissions	readmission	NOUN
ajmpe-258	21	21	and	and	CCONJ
ajmpe-258	21	22	2	2	NUM
ajmpe-258	21	23	)	)	PUNCT
ajmpe-258	21	24	develop	develop	VERB
ajmpe-258	21	25	a	a	DET
ajmpe-258	21	26	risk	risk	NOUN
ajmpe-258	21	27	score	score	NOUN
ajmpe-258	21	28	for	for	ADP
ajmpe-258	21	29	readmission	readmission	NOUN
ajmpe-258	21	30	and	and	CCONJ
ajmpe-258	21	31	validate	validate	VERB
ajmpe-258	21	32	it	it	PRON
ajmpe-258	21	33	.	.	PUNCT
ajmpe-258	22	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	22	2	http://go.cms.gov/1l93lh4	http://go.cms.gov/1l93lh4	NOUN
ajmpe-258	22	3	http://go.cms.gov/1l93lh4	http://go.cms.gov/1l93lh4	PROPN
ajmpe-258	22	4	top	top	ADJ
ajmpe-258	22	5	health	health	NOUN
ajmpe-258	22	6	sciences	sciences	PROPN
ajmpe-258	22	7	research	research	PROPN
ajmpe-258	22	8	journal	journal	PROPN
ajmpe-258	22	9	vol.7	vol.7	PROPN
ajmpe-258	22	10	,	,	PUNCT
ajmpe-258	22	11	issue	issue	NOUN
ajmpe-258	22	12	1	1	NUM
ajmpe-258	22	13	;	;	PUNCT
ajmpe-258	22	14	january	january	PROPN
ajmpe-258	22	15	-	-	PUNCT
ajmpe-258	22	16	febuary	febuary	PROPN
ajmpe-258	22	17	2022	2022	NUM
ajmpe-258	22	18	;	;	PUNCT
ajmpe-258	22	19	1252	1252	NUM
ajmpe-258	22	20	columbia	columbia	PROPN
ajmpe-258	22	21	rd	rd	PROPN
ajmpe-258	22	22	nw	nw	PROPN
ajmpe-258	22	23	,	,	PUNCT
ajmpe-258	22	24	washington	washington	PROPN
ajmpe-258	22	25	dc	dc	PROPN
ajmpe-258	22	26	,	,	PUNCT
ajmpe-258	22	27	united	united	PROPN
ajmpe-258	22	28	states	states	PROPN
ajmpe-258	22	29	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	22	30	;	;	PUNCT
ajmpe-258	22	31	mail	mail	NOUN
ajmpe-258	22	32	:	:	PUNCT
ajmpe-258	22	33	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	22	34	2	2	NUM
ajmpe-258	23	1	|	|	ADV
ajmpe-258	23	2	t	t	X
ajmpe-258	23	3	o	o	NOUN
ajmpe-258	24	1	p	p	X
ajmpe-258	24	2	h	h	NOUN
ajmpe-258	24	3	e	e	PROPN
ajmpe-258	24	4	a	a	PROPN
ajmpe-258	24	5	l	l	NOUN
ajmpe-258	24	6	t	t	NOUN
ajmpe-258	24	7	h	h	NOUN
ajmpe-258	24	8	s	s	VERB
ajmpe-258	24	9	c	c	NOUN
ajmpe-258	25	1	i	i	NOUN
ajmpe-258	25	2	e	e	PROPN
ajmpe-258	25	3	n	n	PROPN
ajmpe-258	25	4	c	c	NOUN
ajmpe-258	25	5	e	e	NOUN
ajmpe-258	25	6	s	s	NOUN
ajmpe-258	25	7	r	r	NOUN
ajmpe-258	25	8	e	e	NOUN
ajmpe-258	25	9	s	s	NOUN
ajmpe-258	25	10	e	e	NOUN
ajmpe-258	25	11	a	a	DET
ajmpe-258	25	12	r	r	NOUN
ajmpe-258	25	13	c	c	NOUN
ajmpe-258	25	14	h	h	NOUN
ajmpe-258	26	1	j	j	NOUN
ajmpe-258	26	2	o	o	X
ajmpe-258	26	3	u	u	NOUN
ajmpe-258	26	4	r	r	NOUN
ajmpe-258	26	5	n	n	ADV
ajmpe-258	26	6	a	a	DET
ajmpe-258	26	7	l	l	NOUN
ajmpe-258	27	1	|	|	NOUN
ajmpe-258	27	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	27	3	identification	identification	NOUN
ajmpe-258	27	4	of	of	ADP
ajmpe-258	27	5	risk	risk	NOUN
ajmpe-258	27	6	factors	factor	NOUN
ajmpe-258	27	7	that	that	PRON
ajmpe-258	27	8	can	can	AUX
ajmpe-258	27	9	predict	predict	VERB
ajmpe-258	27	10	,	,	PUNCT
ajmpe-258	27	11	with	with	ADP
ajmpe-258	27	12	varying	vary	VERB
ajmpe-258	27	13	levels	level	NOUN
ajmpe-258	27	14	of	of	ADP
ajmpe-258	27	15	certainty	certainty	NOUN
ajmpe-258	27	16	,	,	PUNCT
ajmpe-258	27	17	whether	whether	SCONJ
ajmpe-258	27	18	a	a	DET
ajmpe-258	27	19	cardiac	cardiac	ADJ
ajmpe-258	27	20	patient	patient	NOUN
ajmpe-258	27	21	will	will	AUX
ajmpe-258	27	22	be	be	AUX
ajmpe-258	27	23	readmitted	readmitte	VERB
ajmpe-258	27	24	following	follow	VERB
ajmpe-258	27	25	discharge	discharge	NOUN
ajmpe-258	27	26	from	from	ADP
ajmpe-258	27	27	the	the	DET
ajmpe-258	27	28	hospital	hospital	NOUN
ajmpe-258	27	29	can	can	AUX
ajmpe-258	27	30	advance	advance	VERB
ajmpe-258	27	31	the	the	DET
ajmpe-258	27	32	practice	practice	NOUN
ajmpe-258	27	33	of	of	ADP
ajmpe-258	27	34	medicine	medicine	NOUN
ajmpe-258	27	35	.	.	PUNCT
ajmpe-258	28	1	more	more	ADV
ajmpe-258	28	2	importantly	importantly	ADV
ajmpe-258	28	3	,	,	PUNCT
ajmpe-258	28	4	quality	quality	NOUN
ajmpe-258	28	5	of	of	ADP
ajmpe-258	28	6	care	care	NOUN
ajmpe-258	28	7	can	can	AUX
ajmpe-258	28	8	be	be	AUX
ajmpe-258	28	9	improved	improve	VERB
ajmpe-258	28	10	with	with	ADP
ajmpe-258	28	11	providers	provider	NOUN
ajmpe-258	28	12	mindful	mindful	ADJ
ajmpe-258	28	13	of	of	ADP
ajmpe-258	28	14	characteristics	characteristic	NOUN
ajmpe-258	28	15	in	in	ADP
ajmpe-258	28	16	their	their	PRON
ajmpe-258	28	17	patient	patient	ADJ
ajmpe-258	28	18	population	population	NOUN
ajmpe-258	28	19	which	which	PRON
ajmpe-258	28	20	can	can	AUX
ajmpe-258	28	21	increase	increase	VERB
ajmpe-258	28	22	the	the	DET
ajmpe-258	28	23	risk	risk	NOUN
ajmpe-258	28	24	of	of	ADP
ajmpe-258	28	25	readmissions	readmission	NOUN
ajmpe-258	28	26	this	this	DET
ajmpe-258	28	27	type	type	NOUN
ajmpe-258	28	28	of	of	ADP
ajmpe-258	28	29	risk	risk	NOUN
ajmpe-258	28	30	scoring	scoring	NOUN
ajmpe-258	28	31	tool	tool	NOUN
ajmpe-258	28	32	is	be	AUX
ajmpe-258	28	33	customized	customize	VERB
ajmpe-258	28	34	to	to	PART
ajmpe-258	28	35	patient	patient	VERB
ajmpe-258	28	36	specific	specific	ADJ
ajmpe-258	28	37	data	datum	NOUN
ajmpe-258	28	38	,	,	PUNCT
ajmpe-258	28	39	resulting	result	VERB
ajmpe-258	28	40	in	in	ADP
ajmpe-258	28	41	a	a	DET
ajmpe-258	28	42	more	more	ADV
ajmpe-258	28	43	targeted	target	VERB
ajmpe-258	28	44	approach	approach	NOUN
ajmpe-258	28	45	.	.	PUNCT
ajmpe-258	29	1	consequently	consequently	ADV
ajmpe-258	29	2	,	,	PUNCT
ajmpe-258	29	3	generalization	generalization	NOUN
ajmpe-258	29	4	of	of	ADP
ajmpe-258	29	5	this	this	DET
ajmpe-258	29	6	score	score	NOUN
ajmpe-258	29	7	is	be	AUX
ajmpe-258	29	8	possible	possible	ADJ
ajmpe-258	29	9	across	across	ADP
ajmpe-258	29	10	various	various	ADJ
ajmpe-258	29	11	regions	region	NOUN
ajmpe-258	29	12	.	.	PUNCT
ajmpe-258	30	1	1.2	1.2	NUM
ajmpe-258	30	2	literature	literature	PROPN
ajmpe-258	30	3	review	review	VERB
ajmpe-258	30	4	the	the	DET
ajmpe-258	30	5	u.s	u.s	PROPN
ajmpe-258	30	6	.	.	PROPN
ajmpe-258	30	7	healthcare	healthcare	PROPN
ajmpe-258	30	8	system	system	NOUN
ajmpe-258	30	9	historically	historically	ADV
ajmpe-258	30	10	spends	spend	VERB
ajmpe-258	30	11	far	far	ADV
ajmpe-258	30	12	more	more	ADJ
ajmpe-258	30	13	per	per	ADP
ajmpe-258	30	14	capita	capita	X
ajmpe-258	30	15	on	on	ADP
ajmpe-258	30	16	health	health	NOUN
ajmpe-258	30	17	care	care	NOUN
ajmpe-258	30	18	than	than	ADP
ajmpe-258	30	19	the	the	DET
ajmpe-258	30	20	rest	rest	NOUN
ajmpe-258	30	21	of	of	ADP
ajmpe-258	30	22	the	the	DET
ajmpe-258	30	23	world	world	NOUN
ajmpe-258	30	24	.	.	PUNCT
ajmpe-258	31	1	data	datum	NOUN
ajmpe-258	31	2	from	from	ADP
ajmpe-258	31	3	the	the	DET
ajmpe-258	31	4	world	world	NOUN
ajmpe-258	31	5	bank	bank	PROPN
ajmpe-258	31	6	shows	show	VERB
ajmpe-258	31	7	the	the	DET
ajmpe-258	31	8	u.s	u.s	PROPN
ajmpe-258	31	9	.	.	PROPN
ajmpe-258	31	10	spends	spend	VERB
ajmpe-258	31	11	approximately	approximately	ADV
ajmpe-258	31	12	$	$	SYM
ajmpe-258	31	13	9,146	9,146	NUM
ajmpe-258	31	14	for	for	ADP
ajmpe-258	31	15	health	health	NOUN
ajmpe-258	31	16	per	per	ADP
ajmpe-258	31	17	capita	capita	NOUN
ajmpe-258	31	18	.	.	PUNCT
ajmpe-258	32	1	only	only	ADV
ajmpe-258	32	2	norway	norway	PROPN
ajmpe-258	32	3	and	and	CCONJ
ajmpe-258	32	4	switzerland	switzerland	PROPN
ajmpe-258	32	5	spend	spend	VERB
ajmpe-258	32	6	more	more	ADJ
ajmpe-258	32	7	(	(	PUNCT
ajmpe-258	32	8	the	the	DET
ajmpe-258	32	9	world	world	PROPN
ajmpe-258	32	10	bank	bank	PROPN
ajmpe-258	32	11	,	,	PUNCT
ajmpe-258	32	12	2015	2015	NUM
ajmpe-258	32	13	)	)	PUNCT
ajmpe-258	32	14	.	.	PUNCT
ajmpe-258	33	1	the	the	DET
ajmpe-258	33	2	patient	patient	NOUN
ajmpe-258	33	3	protection	protection	NOUN
ajmpe-258	33	4	and	and	CCONJ
ajmpe-258	33	5	affordable	affordable	ADJ
ajmpe-258	33	6	care	care	NOUN
ajmpe-258	33	7	act	act	PROPN
ajmpe-258	33	8	(	(	PUNCT
ajmpe-258	33	9	ppaca	ppaca	PROPN
ajmpe-258	33	10	)	)	PUNCT
ajmpe-258	33	11	is	be	AUX
ajmpe-258	33	12	the	the	DET
ajmpe-258	33	13	first	first	ADJ
ajmpe-258	33	14	attempt	attempt	NOUN
ajmpe-258	33	15	to	to	PART
ajmpe-258	33	16	reduce	reduce	VERB
ajmpe-258	33	17	cost	cost	NOUN
ajmpe-258	33	18	while	while	SCONJ
ajmpe-258	33	19	improving	improve	VERB
ajmpe-258	33	20	access	access	NOUN
ajmpe-258	33	21	,	,	PUNCT
ajmpe-258	33	22	through	through	ADP
ajmpe-258	33	23	insurance	insurance	NOUN
ajmpe-258	33	24	,	,	PUNCT
ajmpe-258	33	25	and	and	CCONJ
ajmpe-258	33	26	thus	thus	ADV
ajmpe-258	33	27	improving	improve	VERB
ajmpe-258	33	28	quality	quality	NOUN
ajmpe-258	33	29	.	.	PUNCT
ajmpe-258	34	1	success	success	NOUN
ajmpe-258	34	2	in	in	ADP
ajmpe-258	34	3	these	these	DET
ajmpe-258	34	4	areas	area	NOUN
ajmpe-258	34	5	remains	remain	VERB
ajmpe-258	34	6	to	to	PART
ajmpe-258	34	7	be	be	AUX
ajmpe-258	34	8	proven	prove	VERB
ajmpe-258	34	9	.	.	PUNCT
ajmpe-258	35	1	in	in	ADP
ajmpe-258	35	2	an	an	DET
ajmpe-258	35	3	attempt	attempt	NOUN
ajmpe-258	35	4	to	to	PART
ajmpe-258	35	5	juggle	juggle	VERB
ajmpe-258	35	6	these	these	DET
ajmpe-258	35	7	varied	varied	ADJ
ajmpe-258	35	8	attributes	attribute	NOUN
ajmpe-258	35	9	,	,	PUNCT
ajmpe-258	35	10	numerous	numerous	ADJ
ajmpe-258	35	11	population	population	NOUN
ajmpe-258	35	12	health	health	NOUN
ajmpe-258	35	13	management	management	NOUN
ajmpe-258	35	14	(	(	PUNCT
ajmpe-258	35	15	pm	pm	NOUN
ajmpe-258	35	16	)	)	PUNCT
ajmpe-258	35	17	initiatives	initiative	NOUN
ajmpe-258	35	18	are	be	AUX
ajmpe-258	35	19	being	be	AUX
ajmpe-258	35	20	developed	develop	VERB
ajmpe-258	35	21	in	in	ADP
ajmpe-258	35	22	an	an	DET
ajmpe-258	35	23	attempt	attempt	NOUN
ajmpe-258	35	24	to	to	PART
ajmpe-258	35	25	provide	provide	VERB
ajmpe-258	35	26	systemic	systemic	ADJ
ajmpe-258	35	27	solutions	solution	NOUN
ajmpe-258	35	28	(	(	PUNCT
ajmpe-258	35	29	snowdon	snowdon	PROPN
ajmpe-258	35	30	,	,	PUNCT
ajmpe-258	35	31	2014	2014	NUM
ajmpe-258	35	32	)	)	PUNCT
ajmpe-258	35	33	hospital	hospital	NOUN
ajmpe-258	35	34	readmissions	readmission	NOUN
ajmpe-258	35	35	are	be	AUX
ajmpe-258	35	36	found	find	VERB
ajmpe-258	35	37	in	in	ADP
ajmpe-258	35	38	20	20	NUM
ajmpe-258	35	39	%	%	NOUN
ajmpe-258	35	40	of	of	ADP
ajmpe-258	35	41	medicare	medicare	PROPN
ajmpe-258	35	42	beneficiaries	beneficiary	NOUN
ajmpe-258	35	43	costing	cost	VERB
ajmpe-258	35	44	$	$	SYM
ajmpe-258	35	45	19	19	NUM
ajmpe-258	35	46	billion	billion	NUM
ajmpe-258	35	47	annually	annually	ADV
ajmpe-258	35	48	.	.	PUNCT
ajmpe-258	36	1	according	accord	VERB
ajmpe-258	36	2	to	to	ADP
ajmpe-258	36	3	ban	ban	VERB
ajmpe-258	36	4	off	off	ADP
ajmpe-258	36	5	,	,	PUNCT
ajmpe-258	36	6	milner	milner	NOUN
ajmpe-258	36	7	,	,	PUNCT
ajmpe-258	36	8	rimar	rimar	PROPN
ajmpe-258	36	9	,	,	PUNCT
ajmpe-258	36	10	greer	greer	PROPN
ajmpe-258	36	11	and	and	CCONJ
ajmpe-258	36	12	canavan	canavan	PROPN
ajmpe-258	36	13	(	(	PUNCT
ajmpe-258	36	14	2016	2016	NUM
ajmpe-258	36	15	)	)	PUNCT
ajmpe-258	36	16	,	,	PUNCT
ajmpe-258	36	17	heart	heart	NOUN
ajmpe-258	36	18	failure	failure	NOUN
ajmpe-258	36	19	(	(	PUNCT
ajmpe-258	36	20	hf	hf	NOUN
ajmpe-258	36	21	)	)	PUNCT
ajmpe-258	36	22	is	be	AUX
ajmpe-258	36	23	the	the	DET
ajmpe-258	36	24	most	most	ADV
ajmpe-258	36	25	common	common	ADJ
ajmpe-258	36	26	of	of	ADP
ajmpe-258	36	27	cardiac	cardiac	ADJ
ajmpe-258	36	28	-	-	PUNCT
ajmpe-258	36	29	related	relate	VERB
ajmpe-258	36	30	readmissions	readmission	NOUN
ajmpe-258	36	31	;	;	PUNCT
ajmpe-258	36	32	alone	alone	ADV
ajmpe-258	36	33	it	it	PRON
ajmpe-258	36	34	accounts	account	VERB
ajmpe-258	36	35	for	for	ADP
ajmpe-258	36	36	$	$	SYM
ajmpe-258	36	37	1	1	NUM
ajmpe-258	36	38	billion	billion	NUM
ajmpe-258	36	39	.	.	PUNCT
ajmpe-258	37	1	readmission	readmission	NOUN
ajmpe-258	37	2	risk	risk	NOUN
ajmpe-258	37	3	assessment	assessment	NOUN
ajmpe-258	37	4	can	can	AUX
ajmpe-258	37	5	be	be	AUX
ajmpe-258	37	6	used	use	VERB
ajmpe-258	37	7	to	to	PART
ajmpe-258	37	8	help	help	VERB
ajmpe-258	37	9	target	target	VERB
ajmpe-258	37	10	the	the	DET
ajmpe-258	37	11	delivery	delivery	NOUN
ajmpe-258	37	12	of	of	ADP
ajmpe-258	37	13	these	these	DET
ajmpe-258	37	14	resource	resource	NOUN
ajmpe-258	37	15	-	-	PUNCT
ajmpe-258	37	16	intensive	intensive	ADJ
ajmpe-258	37	17	interventions	intervention	NOUN
ajmpe-258	37	18	to	to	ADP
ajmpe-258	37	19	the	the	DET
ajmpe-258	37	20	patients	patient	NOUN
ajmpe-258	37	21	at	at	ADP
ajmpe-258	37	22	greatest	great	ADJ
ajmpe-258	37	23	risk	risk	NOUN
ajmpe-258	37	24	.	.	PUNCT
ajmpe-258	38	1	past	past	ADJ
ajmpe-258	38	2	studies	study	NOUN
ajmpe-258	38	3	have	have	AUX
ajmpe-258	38	4	identified	identify	VERB
ajmpe-258	38	5	the	the	DET
ajmpe-258	38	6	benefit	benefit	NOUN
ajmpe-258	38	7	of	of	ADP
ajmpe-258	38	8	interventions	intervention	NOUN
ajmpe-258	38	9	to	to	PART
ajmpe-258	38	10	reduce	reduce	VERB
ajmpe-258	38	11	admissions	admission	NOUN
ajmpe-258	38	12	.	.	PUNCT
ajmpe-258	39	1	unfortunately	unfortunately	ADV
ajmpe-258	39	2	,	,	PUNCT
ajmpe-258	39	3	an	an	DET
ajmpe-258	39	4	effective	effective	ADJ
ajmpe-258	39	5	readmission	readmission	NOUN
ajmpe-258	39	6	remains	remain	VERB
ajmpe-258	39	7	elusive	elusive	ADJ
ajmpe-258	39	8	.	.	PUNCT
ajmpe-258	39	9	;	;	PUNCT
ajmpe-258	39	10	transitional	transitional	ADJ
ajmpe-258	39	11	care	care	NOUN
ajmpe-258	39	12	interventions	intervention	NOUN
ajmpe-258	39	13	may	may	AUX
ajmpe-258	39	14	reduce	reduce	VERB
ajmpe-258	39	15	readmissions	readmission	NOUN
ajmpe-258	39	16	among	among	ADP
ajmpe-258	39	17	chronically	chronically	ADV
ajmpe-258	39	18	ill	ill	ADJ
ajmpe-258	39	19	.	.	PUNCT
ajmpe-258	40	1	(	(	PUNCT
ajmpe-258	40	2	falvey	falvey	NOUN
ajmpe-258	40	3	,	,	PUNCT
ajmpe-258	40	4	burke	burke	PROPN
ajmpe-258	40	5	,	,	PUNCT
ajmpe-258	40	6	malone	malone	NOUN
ajmpe-258	40	7	,	,	PUNCT
ajmpe-258	40	8	ridgeway	ridgeway	NOUN
ajmpe-258	40	9	,	,	PUNCT
ajmpe-258	40	10	mcmanus	mcmanus	PROPN
ajmpe-258	40	11	,	,	PUNCT
ajmpe-258	40	12	&	&	CCONJ
ajmpe-258	40	13	stevens	stevens	PROPN
ajmpe-258	40	14	lapsley	lapsley	PROPN
ajmpe-258	40	15	,	,	PUNCT
ajmpe-258	40	16	2016	2016	NUM
ajmpe-258	40	17	)	)	PUNCT
ajmpe-258	40	18	.	.	PUNCT
ajmpe-258	41	1	readmission	readmission	NOUN
ajmpe-258	41	2	scores	score	NOUN
ajmpe-258	41	3	are	be	AUX
ajmpe-258	41	4	not	not	PART
ajmpe-258	41	5	unique	unique	ADJ
ajmpe-258	41	6	but	but	CCONJ
ajmpe-258	41	7	often	often	ADV
ajmpe-258	41	8	lack	lack	VERB
ajmpe-258	41	9	specificity	specificity	NOUN
ajmpe-258	41	10	to	to	ADP
ajmpe-258	41	11	the	the	DET
ajmpe-258	41	12	disease	disease	NOUN
ajmpe-258	41	13	at	at	ADP
ajmpe-258	41	14	hand	hand	NOUN
ajmpe-258	41	15	.	.	PUNCT
ajmpe-258	42	1	van	van	PROPN
ajmpe-258	42	2	walraven	walraven	PROPN
ajmpe-258	42	3	and	and	CCONJ
ajmpe-258	42	4	associates	associate	NOUN
ajmpe-258	42	5	(	(	PUNCT
ajmpe-258	42	6	2010	2010	NUM
ajmpe-258	42	7	)	)	PUNCT
ajmpe-258	42	8	developed	develop	VERB
ajmpe-258	42	9	the	the	DET
ajmpe-258	42	10	lace	lace	NOUN
ajmpe-258	42	11	index	index	NOUN
ajmpe-258	42	12	which	which	PRON
ajmpe-258	42	13	relies	rely	VERB
ajmpe-258	42	14	on	on	ADP
ajmpe-258	42	15	four	four	NUM
ajmpe-258	42	16	variables	variable	NOUN
ajmpe-258	42	17	;	;	PUNCT
ajmpe-258	42	18	los	los	PROPN
ajmpe-258	42	19	(	(	PUNCT
ajmpe-258	42	20	“	"	PUNCT
ajmpe-258	42	21	l	l	NOUN
ajmpe-258	42	22	”	"	PUNCT
ajmpe-258	42	23	)	)	PUNCT
ajmpe-258	42	24	,	,	PUNCT
ajmpe-258	42	25	acuity	acuity	NOUN
ajmpe-258	42	26	of	of	ADP
ajmpe-258	42	27	the	the	DET
ajmpe-258	42	28	admission	admission	NOUN
ajmpe-258	42	29	(	(	PUNCT
ajmpe-258	42	30	e.g.	e.g.	ADV
ajmpe-258	42	31	,	,	PUNCT
ajmpe-258	42	32	emergency	emergency	NOUN
ajmpe-258	42	33	admission	admission	NOUN
ajmpe-258	42	34	)	)	PUNCT
ajmpe-258	42	35	(	(	PUNCT
ajmpe-258	42	36	“	"	PUNCT
ajmpe-258	42	37	a	a	PRON
ajmpe-258	42	38	”	"	PUNCT
ajmpe-258	42	39	)	)	PUNCT
ajmpe-258	42	40	,	,	PUNCT
ajmpe-258	42	41	charlson	charlson	NOUN
ajmpe-258	42	42	comorbidity	comorbidity	PROPN
ajmpe-258	42	43	index	index	NOUN
ajmpe-258	42	44	score	score	NOUN
ajmpe-258	42	45	(	(	PUNCT
ajmpe-258	42	46	“	"	PUNCT
ajmpe-258	42	47	c	c	NOUN
ajmpe-258	42	48	”	"	PUNCT
ajmpe-258	42	49	)	)	PUNCT
ajmpe-258	42	50	,	,	PUNCT
ajmpe-258	42	51	and	and	CCONJ
ajmpe-258	42	52	the	the	DET
ajmpe-258	42	53	number	number	NOUN
ajmpe-258	42	54	of	of	ADP
ajmpe-258	42	55	previous	previous	ADJ
ajmpe-258	42	56	emergency	emergency	NOUN
ajmpe-258	42	57	department	department	NOUN
ajmpe-258	42	58	visits	visit	NOUN
ajmpe-258	42	59	in	in	ADP
ajmpe-258	42	60	the	the	DET
ajmpe-258	42	61	past	past	ADJ
ajmpe-258	42	62	6	6	NUM
ajmpe-258	42	63	months	month	NOUN
ajmpe-258	42	64	(	(	PUNCT
ajmpe-258	42	65	“	"	PUNCT
ajmpe-258	42	66	e	e	NOUN
ajmpe-258	42	67	”	"	PUNCT
ajmpe-258	42	68	)	)	PUNCT
ajmpe-258	42	69	.	.	PUNCT
ajmpe-258	43	1	the	the	DET
ajmpe-258	43	2	lace	lace	NOUN
ajmpe-258	43	3	index	index	NOUN
ajmpe-258	43	4	has	have	AUX
ajmpe-258	43	5	been	be	AUX
ajmpe-258	43	6	validated	validate	VERB
ajmpe-258	43	7	using	use	VERB
ajmpe-258	43	8	a	a	DET
ajmpe-258	43	9	mix	mix	NOUN
ajmpe-258	43	10	of	of	ADP
ajmpe-258	43	11	medical	medical	ADJ
ajmpe-258	43	12	and	and	CCONJ
ajmpe-258	43	13	surgical	surgical	ADJ
ajmpe-258	43	14	patients	patient	NOUN
ajmpe-258	43	15	.	.	PUNCT
ajmpe-258	44	1	wang	wang	PROPN
ajmpe-258	44	2	and	and	CCONJ
ajmpe-258	44	3	colleagues	colleague	NOUN
ajmpe-258	44	4	(	(	PUNCT
ajmpe-258	44	5	2014	2014	NUM
ajmpe-258	44	6	)	)	PUNCT
ajmpe-258	44	7	test	test	VERB
ajmpe-258	44	8	the	the	DET
ajmpe-258	44	9	lace	lace	NOUN
ajmpe-258	44	10	index	index	NOUN
ajmpe-258	44	11	with	with	ADP
ajmpe-258	44	12	patients	patient	NOUN
ajmpe-258	44	13	with	with	ADP
ajmpe-258	44	14	hf	hf	NOUN
ajmpe-258	44	15	and	and	CCONJ
ajmpe-258	44	16	find	find	VERB
ajmpe-258	44	17	that	that	SCONJ
ajmpe-258	44	18	the	the	DET
ajmpe-258	44	19	index	index	NOUN
ajmpe-258	44	20	does	do	AUX
ajmpe-258	44	21	not	not	PART
ajmpe-258	44	22	predict	predict	VERB
ajmpe-258	44	23	unplanned	unplanned	ADJ
ajmpe-258	44	24	readmission	readmission	NOUN
ajmpe-258	44	25	within	within	ADP
ajmpe-258	44	26	30	30	NUM
ajmpe-258	44	27	days	day	NOUN
ajmpe-258	44	28	reliably	reliably	ADV
ajmpe-258	44	29	.	.	PUNCT
ajmpe-258	45	1	similarly	similarly	ADV
ajmpe-258	45	2	,	,	PUNCT
ajmpe-258	45	3	in	in	ADP
ajmpe-258	45	4	a	a	DET
ajmpe-258	45	5	study	study	NOUN
ajmpe-258	45	6	of	of	ADP
ajmpe-258	45	7	general	general	ADJ
ajmpe-258	45	8	medical	medical	ADJ
ajmpe-258	45	9	patients	patient	NOUN
ajmpe-258	45	10	in	in	ADP
ajmpe-258	45	11	the	the	DET
ajmpe-258	45	12	united	united	ADJ
ajmpe-258	45	13	kingdom	kingdom	PROPN
ajmpe-258	45	14	,	,	PUNCT
ajmpe-258	45	15	the	the	DET
ajmpe-258	45	16	lace	lace	NOUN
ajmpe-258	45	17	index	index	NOUN
ajmpe-258	45	18	shows	show	VERB
ajmpe-258	45	19	fair	fair	ADJ
ajmpe-258	45	20	predictive	predictive	ADJ
ajmpe-258	45	21	value	value	NOUN
ajmpe-258	45	22	for	for	ADP
ajmpe-258	45	23	30	30	NUM
ajmpe-258	45	24	-	-	PUNCT
ajmpe-258	45	25	day	day	NOUN
ajmpe-258	45	26	readmission	readmission	NOUN
ajmpe-258	45	27	with	with	ADP
ajmpe-258	45	28	a	a	DET
ajmpe-258	45	29	c	c	NOUN
ajmpe-258	45	30	-	-	PUNCT
ajmpe-258	45	31	statistic	statistic	NOUN
ajmpe-258	45	32	of	of	ADP
ajmpe-258	45	33	0.55	0.55	NUM
ajmpe-258	45	34	(	(	PUNCT
ajmpe-258	45	35	cotter	cotter	NOUN
ajmpe-258	45	36	,	,	PUNCT
ajmpe-258	45	37	bhalla	bhalla	PROPN
ajmpe-258	45	38	,	,	PUNCT
ajmpe-258	45	39	wallis	wallis	PROPN
ajmpe-258	45	40	,	,	PUNCT
ajmpe-258	45	41	&	&	CCONJ
ajmpe-258	45	42	biram	biram	PROPN
ajmpe-258	45	43	,	,	PUNCT
ajmpe-258	45	44	2012	2012	NUM
ajmpe-258	45	45	)	)	PUNCT
ajmpe-258	45	46	,	,	PUNCT
ajmpe-258	45	47	and	and	CCONJ
ajmpe-258	45	48	in	in	ADP
ajmpe-258	45	49	medical	medical	ADJ
ajmpe-258	45	50	patients	patient	NOUN
ajmpe-258	45	51	in	in	ADP
ajmpe-258	45	52	canada	canada	PROPN
ajmpe-258	45	53	,	,	PUNCT
ajmpe-258	45	54	the	the	DET
ajmpe-258	45	55	index	index	NOUN
ajmpe-258	45	56	identifies50	identifies50	NOUN
ajmpe-258	45	57	%	%	NOUN
ajmpe-258	46	1	the	the	DET
ajmpe-258	46	2	patients	patient	NOUN
ajmpe-258	46	3	readmitted	readmitte	VERB
ajmpe-258	46	4	within	within	ADP
ajmpe-258	46	5	30	30	NUM
ajmpe-258	46	6	days	day	NOUN
ajmpe-258	46	7	of	of	ADP
ajmpe-258	46	8	discharge	discharge	NOUN
ajmpe-258	46	9	but	but	CCONJ
ajmpe-258	46	10	does	do	AUX
ajmpe-258	46	11	not	not	PART
ajmpe-258	46	12	identify	identify	VERB
ajmpe-258	46	13	the	the	DET
ajmpe-258	46	14	other	other	ADJ
ajmpe-258	46	15	half	half	NOUN
ajmpe-258	46	16	(	(	PUNCT
ajmpe-258	46	17	gruneir	gruneir	PROPN
ajmpe-258	46	18	et	et	PROPN
ajmpe-258	46	19	al	al	PROPN
ajmpe-258	46	20	.	.	PROPN
ajmpe-258	46	21	,	,	PUNCT
ajmpe-258	46	22	2011	2011	NUM
ajmpe-258	46	23	)	)	PUNCT
ajmpe-258	46	24	.	.	PUNCT
ajmpe-258	47	1	choudhry	choudhry	PROPN
ajmpe-258	47	2	and	and	CCONJ
ajmpe-258	47	3	coauthors	coauthor	NOUN
ajmpe-258	47	4	(	(	PUNCT
ajmpe-258	47	5	2013	2013	NUM
ajmpe-258	47	6	)	)	PUNCT
ajmpe-258	47	7	have	have	AUX
ajmpe-258	47	8	been	be	AUX
ajmpe-258	47	9	developing	develop	VERB
ajmpe-258	47	10	allcause	allcause	ADP
ajmpe-258	47	11	hospital	hospital	NOUN
ajmpe-258	47	12	readmission	readmission	NOUN
ajmpe-258	47	13	risk	risk	NOUN
ajmpe-258	47	14	-	-	PUNCT
ajmpe-258	47	15	prediction	prediction	NOUN
ajmpe-258	47	16	models	model	NOUN
ajmpe-258	47	17	to	to	PART
ajmpe-258	47	18	identify	identify	VERB
ajmpe-258	47	19	adult	adult	NOUN
ajmpe-258	47	20	patients	patient	NOUN
ajmpe-258	47	21	at	at	ADP
ajmpe-258	47	22	high	high	ADJ
ajmpe-258	47	23	risk	risk	NOUN
ajmpe-258	47	24	for	for	ADP
ajmpe-258	47	25	30	30	NUM
ajmpe-258	47	26	-	-	PUNCT
ajmpe-258	47	27	day	day	NOUN
ajmpe-258	47	28	readmission	readmission	NOUN
ajmpe-258	47	29	upon	upon	SCONJ
ajmpe-258	47	30	admission	admission	NOUN
ajmpe-258	47	31	and	and	CCONJ
ajmpe-258	47	32	discharge	discharge	VERB
ajmpe-258	47	33	.	.	PUNCT
ajmpe-258	48	1	unfortunately	unfortunately	ADV
ajmpe-258	48	2	,	,	PUNCT
ajmpe-258	48	3	the	the	DET
ajmpe-258	48	4	evidence	evidence	NOUN
ajmpe-258	48	5	to	to	ADP
ajmpe-258	48	6	date	date	NOUN
ajmpe-258	48	7	points	point	NOUN
ajmpe-258	48	8	to	to	ADP
ajmpe-258	48	9	a	a	DET
ajmpe-258	48	10	score	score	NOUN
ajmpe-258	48	11	that	that	PRON
ajmpe-258	48	12	may	may	AUX
ajmpe-258	48	13	generally	generally	ADV
ajmpe-258	48	14	identify	identify	VERB
ajmpe-258	48	15	readmission	readmission	NOUN
ajmpe-258	48	16	risk	risk	NOUN
ajmpe-258	48	17	but	but	CCONJ
ajmpe-258	48	18	fail	fail	VERB
ajmpe-258	48	19	in	in	ADP
ajmpe-258	48	20	identifying	identify	VERB
ajmpe-258	48	21	specific	specific	ADJ
ajmpe-258	48	22	to	to	ADP
ajmpe-258	48	23	the	the	DET
ajmpe-258	48	24	cardiovascular	cardiovascular	ADJ
ajmpe-258	48	25	population	population	NOUN
ajmpe-258	48	26	.	.	PUNCT
ajmpe-258	49	1	within	within	ADP
ajmpe-258	49	2	cardiovascular	cardiovascular	ADJ
ajmpe-258	49	3	medicine	medicine	NOUN
ajmpe-258	49	4	,	,	PUNCT
ajmpe-258	49	5	several	several	ADJ
ajmpe-258	49	6	attempts	attempt	NOUN
ajmpe-258	49	7	have	have	AUX
ajmpe-258	49	8	been	be	AUX
ajmpe-258	49	9	made	make	VERB
ajmpe-258	49	10	to	to	PART
ajmpe-258	49	11	categorize	categorize	VERB
ajmpe-258	49	12	readmission	readmission	NOUN
ajmpe-258	49	13	risk	risk	NOUN
ajmpe-258	49	14	.	.	PUNCT
ajmpe-258	50	1	a	a	DET
ajmpe-258	50	2	systematic	systematic	ADJ
ajmpe-258	50	3	review	review	NOUN
ajmpe-258	50	4	of	of	ADP
ajmpe-258	50	5	statistical	statistical	ADJ
ajmpe-258	50	6	models	model	NOUN
ajmpe-258	50	7	to	to	PART
ajmpe-258	50	8	predict	predict	VERB
ajmpe-258	50	9	a	a	DET
ajmpe-258	50	10	hf	hf	PROPN
ajmpe-258	50	11	patient	patient	NOUN
ajmpe-258	50	12	’s	’s	PART
ajmpe-258	50	13	risk	risk	NOUN
ajmpe-258	50	14	of	of	ADP
ajmpe-258	50	15	readmission	readmission	NOUN
ajmpe-258	50	16	by	by	ADP
ajmpe-258	50	17	ross	ross	PROPN
ajmpe-258	50	18	and	and	CCONJ
ajmpe-258	50	19	colleagues	colleague	NOUN
ajmpe-258	50	20	(	(	PUNCT
ajmpe-258	50	21	2008	2008	NUM
ajmpe-258	50	22	)	)	PUNCT
ajmpe-258	50	23	reveal	reveal	VERB
ajmpe-258	50	24	substantial	substantial	ADJ
ajmpe-258	50	25	inconsistencies	inconsistency	NOUN
ajmpe-258	50	26	in	in	ADP
ajmpe-258	50	27	patient	patient	ADJ
ajmpe-258	50	28	characteristics	characteristic	NOUN
ajmpe-258	50	29	that	that	PRON
ajmpe-258	50	30	are	be	AUX
ajmpe-258	50	31	predictive	predictive	ADJ
ajmpe-258	50	32	of	of	ADP
ajmpe-258	50	33	readmission	readmission	NOUN
ajmpe-258	50	34	in	in	ADP
ajmpe-258	50	35	this	this	DET
ajmpe-258	50	36	population	population	NOUN
ajmpe-258	50	37	.	.	PUNCT
ajmpe-258	51	1	most	most	ADJ
ajmpe-258	51	2	models	model	NOUN
ajmpe-258	51	3	rely	rely	VERB
ajmpe-258	51	4	on	on	ADP
ajmpe-258	51	5	retrospective	retrospective	ADJ
ajmpe-258	51	6	administrative	administrative	ADJ
ajmpe-258	51	7	data	datum	NOUN
ajmpe-258	51	8	;	;	PUNCT
ajmpe-258	51	9	however	however	ADV
ajmpe-258	51	10	,	,	PUNCT
ajmpe-258	51	11	a	a	DET
ajmpe-258	51	12	few	few	ADJ
ajmpe-258	51	13	relied	rely	VERB
ajmpe-258	51	14	on	on	ADP
ajmpe-258	51	15	real	real	ADJ
ajmpe-258	51	16	-	-	PUNCT
ajmpe-258	51	17	time	time	NOUN
ajmpe-258	51	18	administrative	administrative	ADJ
ajmpe-258	51	19	data	datum	NOUN
ajmpe-258	51	20	.	.	PUNCT
ajmpe-258	52	1	some	some	PRON
ajmpe-258	52	2	of	of	ADP
ajmpe-258	52	3	the	the	DET
ajmpe-258	52	4	models	model	NOUN
ajmpe-258	52	5	incorporate	incorporate	VERB
ajmpe-258	52	6	primary	primary	ADJ
ajmpe-258	52	7	data	datum	NOUN
ajmpe-258	52	8	collection	collection	NOUN
ajmpe-258	52	9	,	,	PUNCT
ajmpe-258	52	10	an	an	DET
ajmpe-258	52	11	effort	effort	NOUN
ajmpe-258	52	12	that	that	PRON
ajmpe-258	52	13	often	often	ADV
ajmpe-258	52	14	creates	create	VERB
ajmpe-258	52	15	limits	limit	NOUN
ajmpe-258	52	16	practical	practical	ADJ
ajmpe-258	52	17	application	application	NOUN
ajmpe-258	52	18	.	.	PUNCT
ajmpe-258	53	1	banoff	banoff	PROPN
ajmpe-258	53	2	et	et	PROPN
ajmpe-258	53	3	.	.	PUNCT
ajmpe-258	54	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	54	2	top	top	ADJ
ajmpe-258	54	3	health	health	PROPN
ajmpe-258	54	4	sciences	sciences	PROPN
ajmpe-258	54	5	research	research	PROPN
ajmpe-258	54	6	journal	journal	PROPN
ajmpe-258	54	7	vol.7	vol.7	PROPN
ajmpe-258	54	8	,	,	PUNCT
ajmpe-258	54	9	issue	issue	NOUN
ajmpe-258	54	10	1	1	NUM
ajmpe-258	54	11	;	;	PUNCT
ajmpe-258	54	12	january	january	PROPN
ajmpe-258	54	13	-	-	PUNCT
ajmpe-258	54	14	febuary	febuary	PROPN
ajmpe-258	54	15	2022	2022	NUM
ajmpe-258	54	16	;	;	PUNCT
ajmpe-258	54	17	1252	1252	NUM
ajmpe-258	54	18	columbia	columbia	PROPN
ajmpe-258	54	19	rd	rd	PROPN
ajmpe-258	54	20	nw	nw	PROPN
ajmpe-258	54	21	,	,	PUNCT
ajmpe-258	54	22	washington	washington	PROPN
ajmpe-258	54	23	dc	dc	PROPN
ajmpe-258	54	24	,	,	PUNCT
ajmpe-258	54	25	united	united	PROPN
ajmpe-258	54	26	states	states	PROPN
ajmpe-258	54	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	54	28	;	;	PUNCT
ajmpe-258	54	29	mail	mail	NOUN
ajmpe-258	54	30	:	:	PUNCT
ajmpe-258	54	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	55	1	3	3	NUM
ajmpe-258	56	1	|	|	ADV
ajmpe-258	56	2	t	t	X
ajmpe-258	56	3	o	o	NOUN
ajmpe-258	57	1	p	p	X
ajmpe-258	57	2	h	h	NOUN
ajmpe-258	57	3	e	e	PROPN
ajmpe-258	57	4	a	a	PROPN
ajmpe-258	57	5	l	l	NOUN
ajmpe-258	57	6	t	t	NOUN
ajmpe-258	57	7	h	h	NOUN
ajmpe-258	57	8	s	s	VERB
ajmpe-258	57	9	c	c	NOUN
ajmpe-258	58	1	i	i	NOUN
ajmpe-258	58	2	e	e	PROPN
ajmpe-258	58	3	n	n	PROPN
ajmpe-258	58	4	c	c	NOUN
ajmpe-258	58	5	e	e	NOUN
ajmpe-258	58	6	s	s	NOUN
ajmpe-258	58	7	r	r	NOUN
ajmpe-258	58	8	e	e	NOUN
ajmpe-258	58	9	s	s	NOUN
ajmpe-258	58	10	e	e	NOUN
ajmpe-258	58	11	a	a	DET
ajmpe-258	58	12	r	r	NOUN
ajmpe-258	58	13	c	c	NOUN
ajmpe-258	58	14	h	h	NOUN
ajmpe-258	59	1	j	j	NOUN
ajmpe-258	59	2	o	o	X
ajmpe-258	59	3	u	u	NOUN
ajmpe-258	59	4	r	r	NOUN
ajmpe-258	59	5	n	n	ADV
ajmpe-258	59	6	a	a	DET
ajmpe-258	59	7	l	l	NOUN
ajmpe-258	60	1	|	|	NOUN
ajmpe-258	60	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	60	3	al	al	PROPN
ajmpe-258	60	4	.	.	PUNCT
ajmpe-258	61	1	(	(	PUNCT
ajmpe-258	61	2	2016	2016	NUM
ajmpe-258	61	3	)	)	PUNCT
ajmpe-258	61	4	advance	advance	VERB
ajmpe-258	61	5	an	an	DET
ajmpe-258	61	6	automated	automate	VERB
ajmpe-258	61	7	algorithm	algorithm	NOUN
ajmpe-258	61	8	within	within	ADP
ajmpe-258	61	9	the	the	DET
ajmpe-258	61	10	emr	emr	NOUN
ajmpe-258	61	11	which	which	PRON
ajmpe-258	61	12	transitioned	transition	VERB
ajmpe-258	61	13	the	the	DET
ajmpe-258	61	14	model	model	NOUN
ajmpe-258	61	15	to	to	ADP
ajmpe-258	61	16	a	a	DET
ajmpe-258	61	17	usable	usable	ADJ
ajmpe-258	61	18	tool	tool	NOUN
ajmpe-258	61	19	in	in	ADP
ajmpe-258	61	20	the	the	DET
ajmpe-258	61	21	clinical	clinical	ADJ
ajmpe-258	61	22	setting	setting	NOUN
ajmpe-258	61	23	called	call	VERB
ajmpe-258	61	24	the	the	DET
ajmpe-258	61	25	hospital	hospital	NOUN
ajmpe-258	61	26	score	score	NOUN
ajmpe-258	61	27	.	.	PUNCT
ajmpe-258	62	1	the	the	DET
ajmpe-258	62	2	hospital	hospital	NOUN
ajmpe-258	62	3	score	score	NOUN
ajmpe-258	62	4	includes	include	VERB
ajmpe-258	62	5	seven	seven	NUM
ajmpe-258	62	6	variables	variable	NOUN
ajmpe-258	62	7	:	:	PUNCT
ajmpe-258	62	8	hemoglobin	hemoglobin	NOUN
ajmpe-258	62	9	at	at	ADP
ajmpe-258	62	10	discharge	discharge	NOUN
ajmpe-258	62	11	,	,	PUNCT
ajmpe-258	62	12	discharge	discharge	VERB
ajmpe-258	62	13	from	from	ADP
ajmpe-258	62	14	oncology	oncology	NOUN
ajmpe-258	62	15	,	,	PUNCT
ajmpe-258	62	16	sodium	sodium	NOUN
ajmpe-258	62	17	level	level	NOUN
ajmpe-258	62	18	at	at	ADP
ajmpe-258	62	19	discharge	discharge	NOUN
ajmpe-258	62	20	,	,	PUNCT
ajmpe-258	62	21	having	have	VERB
ajmpe-258	62	22	a	a	DET
ajmpe-258	62	23	procedure	procedure	NOUN
ajmpe-258	62	24	,	,	PUNCT
ajmpe-258	62	25	type	type	NOUN
ajmpe-258	62	26	of	of	ADP
ajmpe-258	62	27	admission	admission	NOUN
ajmpe-258	62	28	,	,	PUNCT
ajmpe-258	62	29	number	number	NOUN
ajmpe-258	62	30	of	of	ADP
ajmpe-258	62	31	admissions	admission	NOUN
ajmpe-258	62	32	in	in	ADP
ajmpe-258	62	33	past	past	ADJ
ajmpe-258	62	34	year	year	NOUN
ajmpe-258	62	35	,	,	PUNCT
ajmpe-258	62	36	and	and	CCONJ
ajmpe-258	62	37	los	los	PROPN
ajmpe-258	62	38	.	.	PUNCT
ajmpe-258	63	1	the	the	DET
ajmpe-258	63	2	hospital	hospital	NOUN
ajmpe-258	63	3	score	score	NOUN
ajmpe-258	63	4	has	have	VERB
ajmpe-258	63	5	fair	fair	ADJ
ajmpe-258	63	6	discriminatory	discriminatory	ADJ
ajmpe-258	63	7	power	power	NOUN
ajmpe-258	63	8	for	for	ADP
ajmpe-258	63	9	prediction	prediction	NOUN
ajmpe-258	63	10	of	of	ADP
ajmpe-258	63	11	30day	30day	NOUN
ajmpe-258	63	12	readmission	readmission	NOUN
ajmpe-258	63	13	in	in	ADP
ajmpe-258	63	14	medical	medical	ADJ
ajmpe-258	63	15	patients	patient	NOUN
ajmpe-258	63	16	(	(	PUNCT
ajmpe-258	63	17	donze	donze	PROPN
ajmpe-258	63	18	,	,	PUNCT
ajmpe-258	63	19	aujesky	aujesky	PROPN
ajmpe-258	63	20	,	,	PUNCT
ajmpe-258	63	21	williams	williams	PROPN
ajmpe-258	63	22	,	,	PUNCT
ajmpe-258	63	23	&	&	CCONJ
ajmpe-258	63	24	schnipper	schnipper	NOUN
ajmpe-258	63	25	,	,	PUNCT
ajmpe-258	63	26	2013	2013	NUM
ajmpe-258	63	27	)	)	PUNCT
ajmpe-258	63	28	.	.	PUNCT
ajmpe-258	64	1	however	however	ADV
ajmpe-258	64	2	,	,	PUNCT
ajmpe-258	64	3	the	the	DET
ajmpe-258	64	4	hospital	hospital	NOUN
ajmpe-258	64	5	score	score	NOUN
ajmpe-258	64	6	does	do	AUX
ajmpe-258	64	7	not	not	PART
ajmpe-258	64	8	include	include	VERB
ajmpe-258	64	9	information	information	NOUN
ajmpe-258	64	10	from	from	ADP
ajmpe-258	64	11	nursing	nursing	NOUN
ajmpe-258	64	12	assessments	assessment	NOUN
ajmpe-258	64	13	in	in	ADP
ajmpe-258	64	14	their	their	PRON
ajmpe-258	64	15	estimation	estimation	NOUN
ajmpe-258	64	16	of	of	ADP
ajmpe-258	64	17	risk	risk	NOUN
ajmpe-258	64	18	for	for	ADP
ajmpe-258	64	19	30	30	NUM
ajmpe-258	64	20	-	-	PUNCT
ajmpe-258	64	21	day	day	NOUN
ajmpe-258	64	22	readmission	readmission	NOUN
ajmpe-258	64	23	.	.	PUNCT
ajmpe-258	65	1	both	both	PRON
ajmpe-258	65	2	also	also	ADV
ajmpe-258	65	3	lack	lack	VERB
ajmpe-258	65	4	data	datum	NOUN
ajmpe-258	65	5	on	on	ADP
ajmpe-258	65	6	the	the	DET
ajmpe-258	65	7	patient	patient	NOUN
ajmpe-258	65	8	’s	’s	PART
ajmpe-258	65	9	condition	condition	NOUN
ajmpe-258	65	10	throughout	throughout	ADP
ajmpe-258	65	11	the	the	DET
ajmpe-258	65	12	hospitalization	hospitalization	NOUN
ajmpe-258	65	13	.	.	PUNCT
ajmpe-258	66	1	valid	valid	ADJ
ajmpe-258	66	2	risk	risk	NOUN
ajmpe-258	66	3	adjustment	adjustment	NOUN
ajmpe-258	66	4	methods	method	NOUN
ajmpe-258	66	5	are	be	AUX
ajmpe-258	66	6	required	require	VERB
ajmpe-258	66	7	for	for	ADP
ajmpe-258	66	8	calculation	calculation	NOUN
ajmpe-258	66	9	of	of	ADP
ajmpe-258	66	10	risk	risk	NOUN
ajmpe-258	66	11	-	-	PUNCT
ajmpe-258	66	12	standardized	standardize	VERB
ajmpe-258	66	13	readmission	readmission	NOUN
ajmpe-258	66	14	rates	rate	NOUN
ajmpe-258	66	15	,	,	PUNCT
ajmpe-258	66	16	which	which	PRON
ajmpe-258	66	17	are	be	AUX
ajmpe-258	66	18	used	use	VERB
ajmpe-258	66	19	for	for	ADP
ajmpe-258	66	20	hospital	hospital	NOUN
ajmpe-258	66	21	comparison	comparison	NOUN
ajmpe-258	66	22	,	,	PUNCT
ajmpe-258	66	23	public	public	ADJ
ajmpe-258	66	24	reporting	reporting	NOUN
ajmpe-258	66	25	,	,	PUNCT
ajmpe-258	66	26	and	and	CCONJ
ajmpe-258	66	27	reimbursement	reimbursement	NOUN
ajmpe-258	66	28	determinations	determination	NOUN
ajmpe-258	66	29	.	.	PUNCT
ajmpe-258	67	1	models	model	NOUN
ajmpe-258	67	2	that	that	PRON
ajmpe-258	67	3	are	be	AUX
ajmpe-258	67	4	designed	design	VERB
ajmpe-258	67	5	for	for	ADP
ajmpe-258	67	6	these	these	DET
ajmpe-258	67	7	purposes	purpose	NOUN
ajmpe-258	67	8	will	will	AUX
ajmpe-258	67	9	have	have	VERB
ajmpe-258	67	10	good	good	ADJ
ajmpe-258	67	11	predictive	predictive	ADJ
ajmpe-258	67	12	ability	ability	NOUN
ajmpe-258	67	13	;	;	PUNCT
ajmpe-258	67	14	be	be	AUX
ajmpe-258	67	15	deployable	deployable	ADJ
ajmpe-258	67	16	in	in	ADP
ajmpe-258	67	17	large	large	ADJ
ajmpe-258	67	18	populations	population	NOUN
ajmpe-258	67	19	;	;	PUNCT
ajmpe-258	67	20	use	use	VERB
ajmpe-258	67	21	reliable	reliable	ADJ
ajmpe-258	67	22	data	datum	NOUN
ajmpe-258	67	23	that	that	PRON
ajmpe-258	67	24	can	can	AUX
ajmpe-258	67	25	be	be	AUX
ajmpe-258	67	26	easily	easily	ADV
ajmpe-258	67	27	obtained	obtain	VERB
ajmpe-258	67	28	;	;	PUNCT
ajmpe-258	67	29	and	and	CCONJ
ajmpe-258	67	30	use	use	VERB
ajmpe-258	67	31	variables	variable	NOUN
ajmpe-258	67	32	that	that	PRON
ajmpe-258	67	33	are	be	AUX
ajmpe-258	67	34	clinically	clinically	ADV
ajmpe-258	67	35	related	relate	VERB
ajmpe-258	67	36	to	to	ADP
ajmpe-258	67	37	and	and	CCONJ
ajmpe-258	67	38	validated	validate	VERB
ajmpe-258	67	39	in	in	ADP
ajmpe-258	67	40	the	the	DET
ajmpe-258	67	41	populations	population	NOUN
ajmpe-258	67	42	in	in	ADP
ajmpe-258	67	43	which	which	DET
ajmpe-258	67	44	use	use	NOUN
ajmpe-258	67	45	is	be	AUX
ajmpe-258	67	46	intended	intend	VERB
ajmpe-258	67	47	.	.	PUNCT
ajmpe-258	68	1	this	this	PRON
ajmpe-258	68	2	can	can	AUX
ajmpe-258	68	3	be	be	AUX
ajmpe-258	68	4	very	very	ADV
ajmpe-258	68	5	easily	easily	ADV
ajmpe-258	68	6	automated	automate	VERB
ajmpe-258	68	7	and	and	CCONJ
ajmpe-258	68	8	is	be	AUX
ajmpe-258	68	9	very	very	ADV
ajmpe-258	68	10	convenient	convenient	ADJ
ajmpe-258	68	11	for	for	ADP
ajmpe-258	68	12	physicians	physician	NOUN
ajmpe-258	68	13	charged	charge	VERB
ajmpe-258	68	14	with	with	ADP
ajmpe-258	68	15	making	make	VERB
ajmpe-258	68	16	discharge	discharge	NOUN
ajmpe-258	68	17	decisions	decision	NOUN
ajmpe-258	68	18	.	.	PUNCT
ajmpe-258	69	1	this	this	DET
ajmpe-258	69	2	risk	risk	NOUN
ajmpe-258	69	3	score	score	NOUN
ajmpe-258	69	4	formula	formula	NOUN
ajmpe-258	69	5	provides	provide	VERB
ajmpe-258	69	6	an	an	DET
ajmpe-258	69	7	opportunity	opportunity	NOUN
ajmpe-258	69	8	to	to	PART
ajmpe-258	69	9	identify	identify	VERB
ajmpe-258	69	10	high	high	ADJ
ajmpe-258	69	11	risk	risk	NOUN
ajmpe-258	69	12	patients	patient	NOUN
ajmpe-258	69	13	at	at	ADP
ajmpe-258	69	14	the	the	DET
ajmpe-258	69	15	time	time	NOUN
ajmpe-258	69	16	of	of	ADP
ajmpe-258	69	17	discharge	discharge	NOUN
ajmpe-258	69	18	.	.	PUNCT
ajmpe-258	70	1	it	it	PRON
ajmpe-258	70	2	may	may	AUX
ajmpe-258	70	3	help	help	VERB
ajmpe-258	70	4	them	they	PRON
ajmpe-258	70	5	enroll	enroll	VERB
ajmpe-258	70	6	in	in	ADP
ajmpe-258	70	7	preventive	preventive	ADJ
ajmpe-258	70	8	programs	program	NOUN
ajmpe-258	70	9	,	,	PUNCT
ajmpe-258	70	10	if	if	SCONJ
ajmpe-258	70	11	the	the	DET
ajmpe-258	70	12	doctor	doctor	NOUN
ajmpe-258	70	13	recommends	recommend	VERB
ajmpe-258	70	14	such	such	ADJ
ajmpe-258	70	15	action	action	NOUN
ajmpe-258	70	16	and	and	CCONJ
ajmpe-258	70	17	increase	increase	VERB
ajmpe-258	70	18	reimbursement	reimbursement	NOUN
ajmpe-258	70	19	potential	potential	NOUN
ajmpe-258	70	20	from	from	ADP
ajmpe-258	70	21	third	third	ADJ
ajmpe-258	70	22	party	party	NOUN
ajmpe-258	70	23	payers	payer	NOUN
ajmpe-258	70	24	.	.	PUNCT
ajmpe-258	71	1	this	this	DET
ajmpe-258	71	2	risk	risk	NOUN
ajmpe-258	71	3	score	score	NOUN
ajmpe-258	71	4	can	can	AUX
ajmpe-258	71	5	be	be	AUX
ajmpe-258	71	6	used	use	VERB
ajmpe-258	71	7	as	as	ADP
ajmpe-258	71	8	a	a	DET
ajmpe-258	71	9	proactive	proactive	ADJ
ajmpe-258	71	10	measure	measure	NOUN
ajmpe-258	71	11	to	to	PART
ajmpe-258	71	12	screen	screen	VERB
ajmpe-258	71	13	out	out	ADP
ajmpe-258	71	14	high	high	ADJ
ajmpe-258	71	15	risk	risk	NOUN
ajmpe-258	71	16	patients	patient	NOUN
ajmpe-258	71	17	.	.	PUNCT
ajmpe-258	72	1	this	this	DET
ajmpe-258	72	2	formula	formula	NOUN
ajmpe-258	72	3	groups	group	NOUN
ajmpe-258	72	4	cardiac	cardiac	ADJ
ajmpe-258	72	5	patients	patient	NOUN
ajmpe-258	72	6	in	in	ADP
ajmpe-258	72	7	to	to	ADP
ajmpe-258	72	8	three	three	NUM
ajmpe-258	72	9	groups	group	NOUN
ajmpe-258	72	10	:	:	PUNCT
ajmpe-258	72	11	low	low	ADJ
ajmpe-258	72	12	risk	risk	NOUN
ajmpe-258	72	13	;	;	PUNCT
ajmpe-258	72	14	medium	medium	ADJ
ajmpe-258	72	15	risk	risk	NOUN
ajmpe-258	72	16	and	and	CCONJ
ajmpe-258	72	17	high	high	ADJ
ajmpe-258	72	18	risk	risk	NOUN
ajmpe-258	72	19	based	base	VERB
ajmpe-258	72	20	on	on	ADP
ajmpe-258	72	21	ranges	range	NOUN
ajmpe-258	72	22	of	of	ADP
ajmpe-258	72	23	the	the	DET
ajmpe-258	72	24	risk	risk	NOUN
ajmpe-258	72	25	score	score	NOUN
ajmpe-258	72	26	.	.	PUNCT
ajmpe-258	73	1	the	the	DET
ajmpe-258	73	2	risk	risk	NOUN
ajmpe-258	73	3	score	score	NOUN
ajmpe-258	73	4	is	be	AUX
ajmpe-258	73	5	based	base	VERB
ajmpe-258	73	6	t	t	NOUN
ajmpe-258	73	7	-	-	PUNCT
ajmpe-258	73	8	test	test	NOUN
ajmpe-258	73	9	results	result	NOUN
ajmpe-258	73	10	and	and	CCONJ
ajmpe-258	73	11	on	on	ADP
ajmpe-258	73	12	chi	chi	ADJ
ajmpe-258	73	13	-	-	PUNCT
ajmpe-258	73	14	square	square	ADJ
ajmpe-258	73	15	values	value	NOUN
ajmpe-258	73	16	from	from	ADP
ajmpe-258	73	17	logistic	logistic	ADJ
ajmpe-258	73	18	regression	regression	NOUN
ajmpe-258	73	19	results	result	NOUN
ajmpe-258	73	20	.	.	PUNCT
ajmpe-258	74	1	the	the	DET
ajmpe-258	74	2	statistical	statistical	ADJ
ajmpe-258	74	3	results	result	NOUN
ajmpe-258	74	4	are	be	AUX
ajmpe-258	74	5	based	base	VERB
ajmpe-258	74	6	large	large	ADJ
ajmpe-258	74	7	sample	sample	NOUN
ajmpe-258	74	8	and	and	CCONJ
ajmpe-258	74	9	hence	hence	ADV
ajmpe-258	74	10	reliable	reliable	ADJ
ajmpe-258	74	11	.	.	PUNCT
ajmpe-258	75	1	2	2	X
ajmpe-258	75	2	.	.	X
ajmpe-258	75	3	methodology	methodology	NOUN
ajmpe-258	75	4	statistical	statistical	ADJ
ajmpe-258	75	5	results	result	NOUN
ajmpe-258	75	6	have	have	AUX
ajmpe-258	75	7	been	be	AUX
ajmpe-258	75	8	obtained	obtain	VERB
ajmpe-258	75	9	from	from	ADP
ajmpe-258	75	10	statistical	statistical	ADJ
ajmpe-258	75	11	models	model	NOUN
ajmpe-258	75	12	(	(	PUNCT
ajmpe-258	75	13	logistic	logistic	ADJ
ajmpe-258	75	14	regression	regression	NOUN
ajmpe-258	75	15	,	,	PUNCT
ajmpe-258	75	16	t	t	NOUN
ajmpe-258	75	17	-	-	PUNCT
ajmpe-258	75	18	tests	test	NOUN
ajmpe-258	75	19	,	,	PUNCT
ajmpe-258	75	20	and	and	CCONJ
ajmpe-258	75	21	discriminant	discriminant	ADJ
ajmpe-258	75	22	analysis	analysis	NOUN
ajmpe-258	75	23	)	)	PUNCT
ajmpe-258	75	24	.	.	PUNCT
ajmpe-258	76	1	several	several	ADJ
ajmpe-258	76	2	interventions	intervention	NOUN
ajmpe-258	76	3	that	that	PRON
ajmpe-258	76	4	involve	involve	VERB
ajmpe-258	76	5	multiple	multiple	ADJ
ajmpe-258	76	6	components	component	NOUN
ajmpe-258	76	7	(	(	PUNCT
ajmpe-258	76	8	e.g.	e.g.	ADV
ajmpe-258	76	9	,	,	PUNCT
ajmpe-258	76	10	patient	patient	NOUN
ajmpe-258	76	11	needs	need	VERB
ajmpe-258	76	12	assessment	assessment	NOUN
ajmpe-258	76	13	,	,	PUNCT
ajmpe-258	76	14	medication	medication	NOUN
ajmpe-258	76	15	reconciliation	reconciliation	NOUN
ajmpe-258	76	16	,	,	PUNCT
ajmpe-258	76	17	patient	patient	ADJ
ajmpe-258	76	18	education	education	NOUN
ajmpe-258	76	19	,	,	PUNCT
ajmpe-258	76	20	arranging	arrange	VERB
ajmpe-258	76	21	timely	timely	ADJ
ajmpe-258	76	22	outpatient	outpatient	NOUN
ajmpe-258	76	23	appointments	appointment	NOUN
ajmpe-258	76	24	,	,	PUNCT
ajmpe-258	76	25	and	and	CCONJ
ajmpe-258	76	26	providing	provide	VERB
ajmpe-258	76	27	telephone	telephone	NOUN
ajmpe-258	76	28	follow	follow	NOUN
ajmpe-258	76	29	-	-	PUNCT
ajmpe-258	76	30	up	up	NOUN
ajmpe-258	76	31	)	)	PUNCT
ajmpe-258	76	32	have	have	AUX
ajmpe-258	76	33	successfully	successfully	ADV
ajmpe-258	76	34	reduced	reduce	VERB
ajmpe-258	76	35	readmission	readmission	NOUN
ajmpe-258	76	36	rates	rate	NOUN
ajmpe-258	76	37	for	for	ADP
ajmpe-258	76	38	patients	patient	NOUN
ajmpe-258	76	39	discharged	discharge	VERB
ajmpe-258	76	40	to	to	ADP
ajmpe-258	76	41	home	home	NOUN
ajmpe-258	76	42	.	.	PUNCT
ajmpe-258	77	1	to	to	PART
ajmpe-258	77	2	help	help	VERB
ajmpe-258	77	3	sanford	sanford	PROPN
ajmpe-258	77	4	health	health	NOUN
ajmpe-258	77	5	system	system	NOUN
ajmpe-258	77	6	direct	direct	ADJ
ajmpe-258	77	7	resources	resource	NOUN
ajmpe-258	77	8	and	and	CCONJ
ajmpe-258	77	9	services	service	NOUN
ajmpe-258	77	10	to	to	ADP
ajmpe-258	77	11	patients	patient	NOUN
ajmpe-258	77	12	with	with	ADP
ajmpe-258	77	13	greater	great	ADJ
ajmpe-258	77	14	likelihood	likelihood	NOUN
ajmpe-258	77	15	of	of	ADP
ajmpe-258	77	16	readmission	readmission	NOUN
ajmpe-258	77	17	,	,	PUNCT
ajmpe-258	77	18	a	a	DET
ajmpe-258	77	19	number	number	NOUN
ajmpe-258	77	20	of	of	ADP
ajmpe-258	77	21	risk	risk	NOUN
ajmpe-258	77	22	stratification	stratification	NOUN
ajmpe-258	77	23	methods	method	NOUN
ajmpe-258	77	24	are	be	AUX
ajmpe-258	77	25	available	available	ADJ
ajmpe-258	77	26	.	.	PUNCT
ajmpe-258	78	1	outcomes	outcome	NOUN
ajmpe-258	78	2	can	can	AUX
ajmpe-258	78	3	better	well	ADV
ajmpe-258	78	4	define	define	VERB
ajmpe-258	78	5	the	the	DET
ajmpe-258	78	6	role	role	NOUN
ajmpe-258	78	7	of	of	ADP
ajmpe-258	78	8	home	home	NOUN
ajmpe-258	78	9	-	-	PUNCT
ajmpe-258	78	10	based	base	VERB
ajmpe-258	78	11	services	service	NOUN
ajmpe-258	78	12	,	,	PUNCT
ajmpe-258	78	13	information	information	NOUN
ajmpe-258	78	14	technology	technology	NOUN
ajmpe-258	78	15	,	,	PUNCT
ajmpe-258	78	16	mental	mental	ADJ
ajmpe-258	78	17	health	health	NOUN
ajmpe-258	78	18	care	care	NOUN
ajmpe-258	78	19	,	,	PUNCT
ajmpe-258	78	20	caregiver	caregiver	NOUN
ajmpe-258	78	21	support	support	NOUN
ajmpe-258	78	22	,	,	PUNCT
ajmpe-258	78	23	community	community	NOUN
ajmpe-258	78	24	partnerships	partnership	NOUN
ajmpe-258	78	25	,	,	PUNCT
ajmpe-258	78	26	and	and	CCONJ
ajmpe-258	78	27	new	new	ADJ
ajmpe-258	78	28	transitional	transitional	ADJ
ajmpe-258	78	29	care	care	NOUN
ajmpe-258	78	30	personnel	personnel	NOUN
ajmpe-258	78	31	(	(	PUNCT
ajmpe-258	78	32	kripalani	kripalani	NOUN
ajmpe-258	78	33	,	,	PUNCT
ajmpe-258	78	34	theobald	theobald	NOUN
ajmpe-258	78	35	,	,	PUNCT
ajmpe-258	78	36	anctil	anctil	ADJ
ajmpe-258	78	37	,	,	PUNCT
ajmpe-258	78	38	and	and	CCONJ
ajmpe-258	78	39	vasilevskis	vasilevskis	ADJ
ajmpe-258	78	40	,	,	PUNCT
ajmpe-258	78	41	2014	2014	NUM
ajmpe-258	78	42	)	)	PUNCT
ajmpe-258	78	43	.	.	PUNCT
ajmpe-258	79	1	logistic	logistic	ADJ
ajmpe-258	79	2	regression	regression	NOUN
ajmpe-258	79	3	and	and	CCONJ
ajmpe-258	79	4	t	t	PROPN
ajmpe-258	79	5	-	-	PUNCT
ajmpe-258	79	6	test	test	NOUN
ajmpe-258	79	7	results	result	NOUN
ajmpe-258	79	8	identify	identify	VERB
ajmpe-258	79	9	(	(	PUNCT
ajmpe-258	79	10	statistically	statistically	ADV
ajmpe-258	79	11	)	)	PUNCT
ajmpe-258	79	12	significant	significant	ADJ
ajmpe-258	79	13	variables	variable	NOUN
ajmpe-258	79	14	that	that	PRON
ajmpe-258	79	15	can	can	AUX
ajmpe-258	79	16	predict	predict	VERB
ajmpe-258	79	17	cardiac	cardiac	ADJ
ajmpe-258	79	18	readmissions	readmission	NOUN
ajmpe-258	79	19	.	.	PUNCT
ajmpe-258	80	1	de	de	NOUN
ajmpe-258	80	2	-	-	NOUN
ajmpe-258	80	3	identification	identification	NOUN
ajmpe-258	80	4	of	of	ADP
ajmpe-258	80	5	protected	protect	VERB
ajmpe-258	80	6	health	health	NOUN
ajmpe-258	80	7	information	information	NOUN
ajmpe-258	80	8	is	be	AUX
ajmpe-258	80	9	in	in	ADP
ajmpe-258	80	10	accordance	accordance	NOUN
ajmpe-258	80	11	with	with	ADP
ajmpe-258	80	12	the	the	DET
ajmpe-258	80	13	health	health	NOUN
ajmpe-258	80	14	insurance	insurance	NOUN
ajmpe-258	80	15	portability	portability	NOUN
ajmpe-258	80	16	and	and	CCONJ
ajmpe-258	80	17	accountability	accountability	NOUN
ajmpe-258	80	18	act	act	NOUN
ajmpe-258	80	19	(	(	PUNCT
ajmpe-258	80	20	hipaa	hipaa	PROPN
ajmpe-258	80	21	)	)	PUNCT
ajmpe-258	80	22	privacy	privacy	NOUN
ajmpe-258	80	23	rule	rule	NOUN
ajmpe-258	80	24	.	.	PUNCT
ajmpe-258	81	1	the	the	DET
ajmpe-258	81	2	data	datum	NOUN
ajmpe-258	81	3	set	set	VERB
ajmpe-258	81	4	is	be	AUX
ajmpe-258	81	5	de	de	ADJ
ajmpe-258	81	6	-	-	VERB
ajmpe-258	81	7	identified	identify	VERB
ajmpe-258	81	8	and	and	CCONJ
ajmpe-258	81	9	approved	approve	VERB
ajmpe-258	81	10	by	by	ADP
ajmpe-258	81	11	the	the	DET
ajmpe-258	81	12	sanford	sanford	PROPN
ajmpe-258	81	13	privacy	privacy	PROPN
ajmpe-258	81	14	board	board	PROPN
ajmpe-258	81	15	and	and	CCONJ
ajmpe-258	81	16	in	in	ADP
ajmpe-258	81	17	addition	addition	NOUN
ajmpe-258	81	18	is	be	AUX
ajmpe-258	81	19	also	also	ADV
ajmpe-258	81	20	irb	irb	NOUN
ajmpe-258	81	21	approved	approve	VERB
ajmpe-258	81	22	by	by	ADP
ajmpe-258	81	23	university	university	PROPN
ajmpe-258	81	24	of	of	ADP
ajmpe-258	81	25	south	south	PROPN
ajmpe-258	81	26	dakota	dakota	PROPN
ajmpe-258	81	27	.	.	PUNCT
ajmpe-258	82	1	sanford	sanford	PROPN
ajmpe-258	82	2	has	have	VERB
ajmpe-258	82	3	multiple	multiple	ADJ
ajmpe-258	82	4	hospitals	hospital	NOUN
ajmpe-258	82	5	that	that	PRON
ajmpe-258	82	6	admit	admit	VERB
ajmpe-258	82	7	for	for	ADP
ajmpe-258	82	8	cardiovascular	cardiovascular	ADJ
ajmpe-258	82	9	events	event	NOUN
ajmpe-258	82	10	.	.	PUNCT
ajmpe-258	83	1	there	there	PRON
ajmpe-258	83	2	are	be	VERB
ajmpe-258	83	3	four	four	NUM
ajmpe-258	83	4	regional	regional	ADJ
ajmpe-258	83	5	hospitals	hospital	NOUN
ajmpe-258	83	6	and	and	CCONJ
ajmpe-258	83	7	almost	almost	ADV
ajmpe-258	83	8	40	40	NUM
ajmpe-258	83	9	critical	critical	ADJ
ajmpe-258	83	10	access	access	NOUN
ajmpe-258	83	11	hospitals	hospital	NOUN
ajmpe-258	83	12	.	.	PUNCT
ajmpe-258	84	1	the	the	DET
ajmpe-258	84	2	researchers	researcher	NOUN
ajmpe-258	84	3	identified	identify	VERB
ajmpe-258	84	4	records	record	NOUN
ajmpe-258	84	5	of	of	ADP
ajmpe-258	84	6	19,263	19,263	NUM
ajmpe-258	84	7	cardiac	cardiac	ADJ
ajmpe-258	84	8	patients	patient	NOUN
ajmpe-258	84	9	out	out	ADP
ajmpe-258	84	10	of	of	ADP
ajmpe-258	84	11	which	which	PRON
ajmpe-258	84	12	2,687	2,687	NUM
ajmpe-258	84	13	have	have	AUX
ajmpe-258	84	14	been	be	AUX
ajmpe-258	84	15	readmitted	readmitte	VERB
ajmpe-258	84	16	once	once	ADV
ajmpe-258	84	17	or	or	CCONJ
ajmpe-258	84	18	more	more	ADJ
ajmpe-258	84	19	.	.	PUNCT
ajmpe-258	85	1	each	each	DET
ajmpe-258	85	2	patient	patient	NOUN
ajmpe-258	85	3	,	,	PUNCT
ajmpe-258	85	4	to	to	PART
ajmpe-258	85	5	be	be	AUX
ajmpe-258	85	6	part	part	NOUN
ajmpe-258	85	7	of	of	ADP
ajmpe-258	85	8	the	the	DET
ajmpe-258	85	9	sample	sample	NOUN
ajmpe-258	85	10	,	,	PUNCT
ajmpe-258	85	11	has	have	AUX
ajmpe-258	85	12	had	have	VERB
ajmpe-258	85	13	at	at	ADV
ajmpe-258	85	14	least	least	ADV
ajmpe-258	85	15	one	one	NUM
ajmpe-258	85	16	cardiac	cardiac	ADJ
ajmpe-258	85	17	event	event	NOUN
ajmpe-258	85	18	.	.	PUNCT
ajmpe-258	86	1	a	a	DET
ajmpe-258	86	2	random	random	ADJ
ajmpe-258	86	3	sample	sample	NOUN
ajmpe-258	86	4	of	of	ADP
ajmpe-258	86	5	33,642	33,642	NUM
ajmpe-258	86	6	non	non	ADJ
ajmpe-258	86	7	-	-	ADJ
ajmpe-258	86	8	cardiac	cardiac	ADJ
ajmpe-258	86	9	patient	patient	NOUN
ajmpe-258	86	10	records	record	NOUN
ajmpe-258	86	11	has	have	AUX
ajmpe-258	86	12	been	be	AUX
ajmpe-258	86	13	selected	select	VERB
ajmpe-258	86	14	for	for	ADP
ajmpe-258	86	15	further	further	ADJ
ajmpe-258	86	16	analysis	analysis	NOUN
ajmpe-258	86	17	in	in	ADP
ajmpe-258	86	18	the	the	DET
ajmpe-258	86	19	future	future	NOUN
ajmpe-258	86	20	.	.	PUNCT
ajmpe-258	87	1	a	a	DET
ajmpe-258	87	2	univariate	univariate	ADJ
ajmpe-258	87	3	test	test	NOUN
ajmpe-258	87	4	(	(	PUNCT
ajmpe-258	87	5	t	t	NOUN
ajmpe-258	87	6	-	-	PUNCT
ajmpe-258	87	7	test	test	NOUN
ajmpe-258	87	8	for	for	ADP
ajmpe-258	87	9	mean	mean	ADJ
ajmpe-258	87	10	differences	difference	NOUN
ajmpe-258	87	11	)	)	PUNCT
ajmpe-258	87	12	and	and	CCONJ
ajmpe-258	87	13	cohen	cohen	PROPN
ajmpe-258	87	14	’s	’s	PART
ajmpe-258	87	15	d	d	NOUN
ajmpe-258	87	16	are	be	AUX
ajmpe-258	87	17	used	use	VERB
ajmpe-258	87	18	for	for	ADP
ajmpe-258	87	19	feature	feature	NOUN
ajmpe-258	87	20	selection	selection	NOUN
ajmpe-258	87	21	and	and	CCONJ
ajmpe-258	87	22	logistic	logistic	ADJ
ajmpe-258	87	23	regression	regression	NOUN
ajmpe-258	87	24	and	and	CCONJ
ajmpe-258	87	25	discriminant	discriminant	ADJ
ajmpe-258	87	26	analysis	analysis	NOUN
ajmpe-258	87	27	models	model	NOUN
ajmpe-258	87	28	are	be	AUX
ajmpe-258	87	29	developed	develop	VERB
ajmpe-258	87	30	.	.	PUNCT
ajmpe-258	88	1	these	these	DET
ajmpe-258	88	2	two	two	NUM
ajmpe-258	88	3	are	be	AUX
ajmpe-258	88	4	multivariate	multivariate	NOUN
ajmpe-258	88	5	models	model	NOUN
ajmpe-258	88	6	.	.	PUNCT
ajmpe-258	89	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	89	2	top	top	ADJ
ajmpe-258	89	3	health	health	PROPN
ajmpe-258	89	4	sciences	sciences	PROPN
ajmpe-258	89	5	research	research	PROPN
ajmpe-258	89	6	journal	journal	PROPN
ajmpe-258	89	7	vol.7	vol.7	PROPN
ajmpe-258	89	8	,	,	PUNCT
ajmpe-258	89	9	issue	issue	NOUN
ajmpe-258	89	10	1	1	NUM
ajmpe-258	89	11	;	;	PUNCT
ajmpe-258	89	12	january	january	PROPN
ajmpe-258	89	13	-	-	PUNCT
ajmpe-258	89	14	febuary	febuary	PROPN
ajmpe-258	89	15	2022	2022	NUM
ajmpe-258	89	16	;	;	PUNCT
ajmpe-258	89	17	1252	1252	NUM
ajmpe-258	89	18	columbia	columbia	PROPN
ajmpe-258	89	19	rd	rd	PROPN
ajmpe-258	89	20	nw	nw	PROPN
ajmpe-258	89	21	,	,	PUNCT
ajmpe-258	89	22	washington	washington	PROPN
ajmpe-258	89	23	dc	dc	PROPN
ajmpe-258	89	24	,	,	PUNCT
ajmpe-258	89	25	united	united	PROPN
ajmpe-258	89	26	states	states	PROPN
ajmpe-258	89	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	89	28	;	;	PUNCT
ajmpe-258	89	29	mail	mail	NOUN
ajmpe-258	89	30	:	:	PUNCT
ajmpe-258	89	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	90	1	4	4	NUM
ajmpe-258	91	1	|	|	ADV
ajmpe-258	91	2	t	t	X
ajmpe-258	91	3	o	o	NOUN
ajmpe-258	92	1	p	p	X
ajmpe-258	92	2	h	h	NOUN
ajmpe-258	92	3	e	e	PROPN
ajmpe-258	92	4	a	a	PROPN
ajmpe-258	92	5	l	l	NOUN
ajmpe-258	92	6	t	t	NOUN
ajmpe-258	92	7	h	h	NOUN
ajmpe-258	92	8	s	s	VERB
ajmpe-258	92	9	c	c	NOUN
ajmpe-258	93	1	i	i	NOUN
ajmpe-258	93	2	e	e	PROPN
ajmpe-258	93	3	n	n	PROPN
ajmpe-258	93	4	c	c	NOUN
ajmpe-258	93	5	e	e	NOUN
ajmpe-258	93	6	s	s	NOUN
ajmpe-258	93	7	r	r	NOUN
ajmpe-258	93	8	e	e	NOUN
ajmpe-258	93	9	s	s	NOUN
ajmpe-258	93	10	e	e	NOUN
ajmpe-258	93	11	a	a	DET
ajmpe-258	93	12	r	r	NOUN
ajmpe-258	93	13	c	c	NOUN
ajmpe-258	93	14	h	h	NOUN
ajmpe-258	94	1	j	j	NOUN
ajmpe-258	94	2	o	o	X
ajmpe-258	94	3	u	u	NOUN
ajmpe-258	94	4	r	r	NOUN
ajmpe-258	94	5	n	n	ADV
ajmpe-258	94	6	a	a	DET
ajmpe-258	94	7	l	l	NOUN
ajmpe-258	94	8	|	|	ADV
ajmpe-258	94	9	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	94	10	3	3	NUM
ajmpe-258	94	11	.	.	PUNCT
ajmpe-258	95	1	data	datum	NOUN
ajmpe-258	95	2	description	description	NOUN
ajmpe-258	95	3	the	the	DET
ajmpe-258	95	4	sample	sample	NOUN
ajmpe-258	95	5	from	from	ADP
ajmpe-258	95	6	a	a	DET
ajmpe-258	95	7	large	large	ADJ
ajmpe-258	95	8	integrated	integrate	VERB
ajmpe-258	95	9	health	health	NOUN
ajmpe-258	95	10	system	system	NOUN
ajmpe-258	95	11	in	in	ADP
ajmpe-258	95	12	the	the	DET
ajmpe-258	95	13	midwest	midwest	NOUN
ajmpe-258	95	14	is	be	AUX
ajmpe-258	95	15	used	use	VERB
ajmpe-258	95	16	in	in	ADP
ajmpe-258	95	17	this	this	DET
ajmpe-258	95	18	study	study	NOUN
ajmpe-258	95	19	which	which	PRON
ajmpe-258	95	20	includes	include	VERB
ajmpe-258	95	21	data	datum	NOUN
ajmpe-258	95	22	from	from	ADP
ajmpe-258	95	23	19,263	19,263	NUM
ajmpe-258	95	24	cardiac	cardiac	ADJ
ajmpe-258	95	25	patients	patient	NOUN
ajmpe-258	95	26	.	.	PUNCT
ajmpe-258	96	1	of	of	ADP
ajmpe-258	96	2	these	these	DET
ajmpe-258	96	3	2,687	2,687	NUM
ajmpe-258	96	4	cardiac	cardiac	ADJ
ajmpe-258	96	5	patients	patient	NOUN
ajmpe-258	96	6	are	be	AUX
ajmpe-258	96	7	readmitted	readmitte	VERB
ajmpe-258	96	8	(	(	PUNCT
ajmpe-258	96	9	read	read	NOUN
ajmpe-258	96	10	)	)	PUNCT
ajmpe-258	96	11	and	and	CCONJ
ajmpe-258	96	12	16,576	16,576	NUM
ajmpe-258	96	13	(	(	PUNCT
ajmpe-258	96	14	not	not	PART
ajmpe-258	96	15	read	read	VERB
ajmpe-258	96	16	)	)	PUNCT
ajmpe-258	96	17	are	be	AUX
ajmpe-258	96	18	not	not	PART
ajmpe-258	96	19	readmitted	readmitte	VERB
ajmpe-258	96	20	.	.	PUNCT
ajmpe-258	97	1	the	the	DET
ajmpe-258	97	2	2,687	2,687	NUM
ajmpe-258	97	3	readmitted	readmitte	VERB
ajmpe-258	97	4	cardiac	cardiac	ADJ
ajmpe-258	97	5	patients	patient	NOUN
ajmpe-258	97	6	are	be	AUX
ajmpe-258	97	7	coded	code	VERB
ajmpe-258	97	8	as	as	ADP
ajmpe-258	97	9	1	1	NUM
ajmpe-258	97	10	and	and	CCONJ
ajmpe-258	97	11	the	the	DET
ajmpe-258	97	12	other	other	ADJ
ajmpe-258	97	13	16,576	16,576	NUM
ajmpe-258	97	14	are	be	AUX
ajmpe-258	97	15	coded	code	VERB
ajmpe-258	97	16	as	as	ADP
ajmpe-258	97	17	0	0	NUM
ajmpe-258	97	18	.	.	PUNCT
ajmpe-258	98	1	table	table	NOUN
ajmpe-258	98	2	1	1	NUM
ajmpe-258	98	3	:	:	PUNCT
ajmpe-258	98	4	variable	variable	ADJ
ajmpe-258	98	5	description	description	NOUN
ajmpe-258	98	6	variable	variable	ADJ
ajmpe-258	98	7	description	description	NOUN
ajmpe-258	98	8	problem	problem	NOUN
ajmpe-258	98	9	list	list	NOUN
ajmpe-258	98	10	diagnoses	diagnose	VERB
ajmpe-258	98	11	listed	list	VERB
ajmpe-258	98	12	cardev	cardev	NOUN
ajmpe-258	98	13	#	#	NOUN
ajmpe-258	98	14	of	of	ADP
ajmpe-258	98	15	cardiac	cardiac	ADJ
ajmpe-258	98	16	events	event	NOUN
ajmpe-258	98	17	cslos	cslo	VERB
ajmpe-258	98	18	length	length	NOUN
ajmpe-258	98	19	of	of	ADP
ajmpe-258	98	20	stay	stay	NOUN
ajmpe-258	98	21	for	for	SCONJ
ajmpe-258	98	22	each	each	DET
ajmpe-258	98	23	cardiac	cardiac	ADJ
ajmpe-258	98	24	event	event	NOUN
ajmpe-258	98	25	hsdrx	hsdrx	VERB
ajmpe-258	98	26	#	#	NOUN
ajmpe-258	98	27	of	of	ADP
ajmpe-258	98	28	prescriptions	prescription	NOUN
ajmpe-258	98	29	during	during	ADP
ajmpe-258	98	30	time	time	NOUN
ajmpe-258	98	31	period	period	NOUN
ajmpe-258	98	32	gender	gender	NOUN
ajmpe-258	98	33	male	male	NOUN
ajmpe-258	98	34	or	or	CCONJ
ajmpe-258	98	35	female	female	ADJ
ajmpe-258	98	36	patage	patage	NOUN
ajmpe-258	98	37	patient	patient	NOUN
ajmpe-258	98	38	age	age	NOUN
ajmpe-258	98	39	in	in	ADP
ajmpe-258	98	40	years	year	NOUN
ajmpe-258	98	41	bmi	bmi	VERB
ajmpe-258	98	42	most	most	ADJ
ajmpe-258	98	43	recent	recent	ADJ
ajmpe-258	98	44	body	body	NOUN
ajmpe-258	98	45	mass	mass	NOUN
ajmpe-258	98	46	index	index	NOUN
ajmpe-258	98	47	a1c	a1c	PROPN
ajmpe-258	98	48	a1c	a1c	PROPN
ajmpe-258	98	49	l	l	NOUN
ajmpe-258	98	50	diast	diast	VERB
ajmpe-258	98	51	most	most	ADV
ajmpe-258	98	52	recent	recent	ADJ
ajmpe-258	98	53	diastolic	diastolic	ADJ
ajmpe-258	98	54	blood	blood	NOUN
ajmpe-258	98	55	pressure	pressure	NOUN
ajmpe-258	98	56	l	l	NOUN
ajmpe-258	98	57	syst	syst	PROPN
ajmpe-258	98	58	most	most	ADV
ajmpe-258	98	59	systolic	systolic	ADJ
ajmpe-258	98	60	blood	blood	NOUN
ajmpe-258	98	61	pressure	pressure	NOUN
ajmpe-258	99	1	no	no	PRON
ajmpe-258	99	2	shows	show	VERB
ajmpe-258	99	3	#	#	NOUN
ajmpe-258	99	4	of	of	ADP
ajmpe-258	99	5	appointments	appointment	NOUN
ajmpe-258	99	6	that	that	SCONJ
ajmpe-258	99	7	the	the	DET
ajmpe-258	99	8	patient	patient	NOUN
ajmpe-258	99	9	missed	miss	VERB
ajmpe-258	99	10	race	race	NOUN
ajmpe-258	99	11	patient	patient	NOUN
ajmpe-258	99	12	race	race	NOUN
ajmpe-258	99	13	marital	marital	ADJ
ajmpe-258	99	14	status	status	NOUN
ajmpe-258	99	15	married	marry	VERB
ajmpe-258	99	16	or	or	CCONJ
ajmpe-258	99	17	single	single	ADJ
ajmpe-258	99	18	alcohol	alcohol	NOUN
ajmpe-258	99	19	use	use	NOUN
ajmpe-258	99	20	self	self	NOUN
ajmpe-258	99	21	-	-	PUNCT
ajmpe-258	99	22	reported	report	VERB
ajmpe-258	99	23	alcohol	alcohol	NOUN
ajmpe-258	99	24	use	use	NOUN
ajmpe-258	99	25	patient	patient	NOUN
ajmpe-258	99	26	location	location	NOUN
ajmpe-258	99	27	patient	patient	NOUN
ajmpe-258	99	28	location	location	NOUN
ajmpe-258	99	29	(	(	PUNCT
ajmpe-258	99	30	sf	sf	PROPN
ajmpe-258	99	31	/	/	SYM
ajmpe-258	99	32	fargo	fargo	PROPN
ajmpe-258	99	33	or	or	CCONJ
ajmpe-258	99	34	not	not	PART
ajmpe-258	99	35	)	)	PUNCT
ajmpe-258	99	36	discharge	discharge	VERB
ajmpe-258	99	37	location	location	NOUN
ajmpe-258	99	38	home	home	NOUN
ajmpe-258	99	39	or	or	CCONJ
ajmpe-258	99	40	snf	snf	PROPN
ajmpe-258	99	41	the	the	DET
ajmpe-258	99	42	researchers	researcher	NOUN
ajmpe-258	99	43	’	’	PART
ajmpe-258	99	44	have16	have16	NOUN
ajmpe-258	99	45	variables	variable	NOUN
ajmpe-258	99	46	on	on	ADP
ajmpe-258	99	47	these	these	DET
ajmpe-258	99	48	19,263	19,263	NUM
ajmpe-258	99	49	patients	patient	NOUN
ajmpe-258	99	50	.	.	PUNCT
ajmpe-258	100	1	a	a	DET
ajmpe-258	100	2	t	t	NOUN
ajmpe-258	100	3	-	-	PUNCT
ajmpe-258	100	4	test	test	NOUN
ajmpe-258	100	5	is	be	AUX
ajmpe-258	100	6	performed	perform	VERB
ajmpe-258	100	7	for	for	ADP
ajmpe-258	100	8	mean	mean	ADJ
ajmpe-258	100	9	differences	difference	NOUN
ajmpe-258	100	10	between	between	ADP
ajmpe-258	100	11	these	these	DET
ajmpe-258	100	12	two	two	NUM
ajmpe-258	100	13	groups	group	NOUN
ajmpe-258	100	14	–	–	PUNCT
ajmpe-258	100	15	read	read	VERB
ajmpe-258	100	16	and	and	CCONJ
ajmpe-258	100	17	not	not	PART
ajmpe-258	100	18	read	read	VERB
ajmpe-258	100	19	.	.	PUNCT
ajmpe-258	101	1	variables	variable	NOUN
ajmpe-258	101	2	with	with	ADP
ajmpe-258	101	3	insignificant	insignificant	ADJ
ajmpe-258	101	4	t	t	PROPN
ajmpe-258	101	5	-	-	PUNCT
ajmpe-258	101	6	scores	score	NOUN
ajmpe-258	101	7	are	be	AUX
ajmpe-258	101	8	dropped	drop	VERB
ajmpe-258	101	9	,	,	PUNCT
ajmpe-258	101	10	since	since	SCONJ
ajmpe-258	101	11	they	they	PRON
ajmpe-258	101	12	do	do	AUX
ajmpe-258	101	13	not	not	PART
ajmpe-258	101	14	contribute	contribute	VERB
ajmpe-258	101	15	to	to	ADP
ajmpe-258	101	16	the	the	DET
ajmpe-258	101	17	group	group	NOUN
ajmpe-258	101	18	separation	separation	NOUN
ajmpe-258	101	19	.	.	PUNCT
ajmpe-258	102	1	more	more	ADV
ajmpe-258	102	2	specifically	specifically	ADV
ajmpe-258	102	3	,	,	PUNCT
ajmpe-258	102	4	the	the	DET
ajmpe-258	102	5	research	research	NOUN
ajmpe-258	102	6	team	team	NOUN
ajmpe-258	102	7	drop	drop	VERB
ajmpe-258	102	8	race	race	NOUN
ajmpe-258	102	9	(	(	PUNCT
ajmpe-258	102	10	t	t	NOUN
ajmpe-258	102	11	=	=	PUNCT
ajmpe-258	102	12	0.395	0.395	NUM
ajmpe-258	102	13	)	)	PUNCT
ajmpe-258	102	14	,	,	PUNCT
ajmpe-258	102	15	marital	marital	ADJ
ajmpe-258	102	16	status	status	NOUN
ajmpe-258	102	17	(	(	PUNCT
ajmpe-258	102	18	t	t	NOUN
ajmpe-258	102	19	=	=	SYM
ajmpe-258	102	20	0441	0441	NUM
ajmpe-258	102	21	)	)	PUNCT
ajmpe-258	102	22	,	,	PUNCT
ajmpe-258	102	23	systolic	systolic	ADJ
ajmpe-258	102	24	pressure	pressure	NOUN
ajmpe-258	102	25	(	(	PUNCT
ajmpe-258	102	26	t	t	NOUN
ajmpe-258	102	27	=	=	SYM
ajmpe-258	102	28	0.64	0.64	NUM
ajmpe-258	102	29	)	)	PUNCT
ajmpe-258	102	30	,	,	PUNCT
ajmpe-258	102	31	alcohol	alcohol	NOUN
ajmpe-258	102	32	use	use	NOUN
ajmpe-258	102	33	(	(	PUNCT
ajmpe-258	102	34	t	t	NOUN
ajmpe-258	102	35	=	=	PUNCT
ajmpe-258	102	36	1.924	1.924	NUM
ajmpe-258	102	37	)	)	PUNCT
ajmpe-258	102	38	and	and	CCONJ
ajmpe-258	102	39	patient	patient	ADJ
ajmpe-258	102	40	location	location	NOUN
ajmpe-258	102	41	(	(	PUNCT
ajmpe-258	102	42	t=	t=	NOUN
ajmpe-258	102	43	0.386	0.386	NUM
ajmpe-258	102	44	)	)	PUNCT
ajmpe-258	102	45	.	.	PUNCT
ajmpe-258	103	1	researchers	researcher	NOUN
ajmpe-258	103	2	also	also	ADV
ajmpe-258	103	3	drop	drop	VERB
ajmpe-258	103	4	discharge	discharge	NOUN
ajmpe-258	103	5	location	location	NOUN
ajmpe-258	103	6	,	,	PUNCT
ajmpe-258	103	7	a1c	a1c	PROPN
ajmpe-258	103	8	,	,	PUNCT
ajmpe-258	103	9	and	and	CCONJ
ajmpe-258	103	10	smokeless	smokeless	NOUN
ajmpe-258	103	11	tobacco	tobacco	NOUN
ajmpe-258	103	12	use	use	NOUN
ajmpe-258	103	13	due	due	ADJ
ajmpe-258	103	14	to	to	ADP
ajmpe-258	103	15	too	too	ADV
ajmpe-258	103	16	many	many	ADJ
ajmpe-258	103	17	missing	missing	ADJ
ajmpe-258	103	18	variables	variable	NOUN
ajmpe-258	103	19	or	or	CCONJ
ajmpe-258	103	20	low	low	PROPN
ajmpe-258	103	21	cohen	cohen	PROPN
ajmpe-258	103	22	’s	’s	PART
ajmpe-258	103	23	d.	d.	PROPN
ajmpe-258	103	24	the	the	DET
ajmpe-258	103	25	remaining	remain	VERB
ajmpe-258	103	26	8variables	8variables	NUM
ajmpe-258	103	27	have	have	VERB
ajmpe-258	103	28	significant	significant	ADJ
ajmpe-258	103	29	t	t	PROPN
ajmpe-258	103	30	-	-	PUNCT
ajmpe-258	103	31	scores	score	NOUN
ajmpe-258	103	32	and/or	and/or	CCONJ
ajmpe-258	103	33	high	high	PROPN
ajmpe-258	103	34	cohen	cohen	PROPN
ajmpe-258	103	35	’s	’s	PART
ajmpe-258	103	36	d	d	NOUN
ajmpe-258	103	37	and	and	CCONJ
ajmpe-258	103	38	are	be	AUX
ajmpe-258	103	39	used	use	VERB
ajmpe-258	103	40	in	in	ADP
ajmpe-258	103	41	the	the	DET
ajmpe-258	103	42	multivariate	multivariate	NOUN
ajmpe-258	103	43	models	model	NOUN
ajmpe-258	103	44	(	(	PUNCT
ajmpe-258	103	45	logistic	logistic	ADJ
ajmpe-258	103	46	regression	regression	NOUN
ajmpe-258	103	47	and	and	CCONJ
ajmpe-258	103	48	discriminant	discriminant	NOUN
ajmpe-258	103	49	)	)	PUNCT
ajmpe-258	103	50	.	.	PUNCT
ajmpe-258	104	1	they	they	PRON
ajmpe-258	104	2	are	be	AUX
ajmpe-258	104	3	:	:	PUNCT
ajmpe-258	104	4	cardiac	cardiac	ADJ
ajmpe-258	104	5	events	event	NOUN
ajmpe-258	104	6	,	,	PUNCT
ajmpe-258	104	7	problem	problem	NOUN
ajmpe-258	104	8	list	list	NOUN
ajmpe-258	104	9	,	,	PUNCT
ajmpe-258	104	10	patient	patient	ADJ
ajmpe-258	104	11	age	age	NOUN
ajmpe-258	104	12	,	,	PUNCT
ajmpe-258	104	13	bmi	bmi	NOUN
ajmpe-258	104	14	,	,	PUNCT
ajmpe-258	104	15	diastolic	diastolic	ADJ
ajmpe-258	104	16	pressure	pressure	NOUN
ajmpe-258	104	17	,	,	PUNCT
ajmpe-258	104	18	no	no	DET
ajmpe-258	104	19	shows	show	NOUN
ajmpe-258	104	20	,	,	PUNCT
ajmpe-258	104	21	hsd	hsd	AUX
ajmpe-258	104	22	rx	rx	VERB
ajmpe-258	104	23	,	,	PUNCT
ajmpe-258	104	24	and	and	CCONJ
ajmpe-258	104	25	gender	gender	NOUN
ajmpe-258	104	26	.	.	PUNCT
ajmpe-258	105	1	many	many	ADJ
ajmpe-258	105	2	of	of	ADP
ajmpe-258	105	3	these	these	DET
ajmpe-258	105	4	8	8	NUM
ajmpe-258	105	5	explanatory	explanatory	ADJ
ajmpe-258	105	6	variables	variable	NOUN
ajmpe-258	105	7	have	have	AUX
ajmpe-258	105	8	missing	miss	VERB
ajmpe-258	105	9	values	value	NOUN
ajmpe-258	105	10	and	and	CCONJ
ajmpe-258	105	11	if	if	SCONJ
ajmpe-258	105	12	any	any	DET
ajmpe-258	105	13	one	one	NUM
ajmpe-258	105	14	of	of	ADP
ajmpe-258	105	15	these	these	DET
ajmpe-258	105	16	explanatory	explanatory	ADJ
ajmpe-258	105	17	variables	variable	NOUN
ajmpe-258	105	18	are	be	AUX
ajmpe-258	105	19	missing	miss	VERB
ajmpe-258	105	20	,	,	PUNCT
ajmpe-258	105	21	that	that	DET
ajmpe-258	105	22	record	record	NOUN
ajmpe-258	105	23	(	(	PUNCT
ajmpe-258	105	24	patient	patient	NOUN
ajmpe-258	105	25	)	)	PUNCT
ajmpe-258	105	26	is	be	AUX
ajmpe-258	105	27	dropped	drop	VERB
ajmpe-258	105	28	from	from	ADP
ajmpe-258	105	29	analysis	analysis	NOUN
ajmpe-258	105	30	.	.	PUNCT
ajmpe-258	106	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	106	2	top	top	ADJ
ajmpe-258	106	3	health	health	PROPN
ajmpe-258	106	4	sciences	sciences	PROPN
ajmpe-258	106	5	research	research	PROPN
ajmpe-258	106	6	journal	journal	PROPN
ajmpe-258	106	7	vol.7	vol.7	PROPN
ajmpe-258	106	8	,	,	PUNCT
ajmpe-258	106	9	issue	issue	NOUN
ajmpe-258	106	10	1	1	NUM
ajmpe-258	106	11	;	;	PUNCT
ajmpe-258	106	12	january	january	PROPN
ajmpe-258	106	13	-	-	PUNCT
ajmpe-258	106	14	febuary	febuary	PROPN
ajmpe-258	106	15	2022	2022	NUM
ajmpe-258	106	16	;	;	PUNCT
ajmpe-258	106	17	1252	1252	NUM
ajmpe-258	106	18	columbia	columbia	PROPN
ajmpe-258	106	19	rd	rd	PROPN
ajmpe-258	106	20	nw	nw	PROPN
ajmpe-258	106	21	,	,	PUNCT
ajmpe-258	106	22	washington	washington	PROPN
ajmpe-258	106	23	dc	dc	PROPN
ajmpe-258	106	24	,	,	PUNCT
ajmpe-258	106	25	united	united	PROPN
ajmpe-258	106	26	states	states	PROPN
ajmpe-258	106	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	106	28	;	;	PUNCT
ajmpe-258	106	29	mail	mail	NOUN
ajmpe-258	106	30	:	:	PUNCT
ajmpe-258	106	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	107	1	5	5	NUM
ajmpe-258	108	1	|	|	ADV
ajmpe-258	108	2	t	t	X
ajmpe-258	108	3	o	o	NOUN
ajmpe-258	109	1	p	p	X
ajmpe-258	109	2	h	h	NOUN
ajmpe-258	109	3	e	e	PROPN
ajmpe-258	109	4	a	a	PROPN
ajmpe-258	109	5	l	l	NOUN
ajmpe-258	109	6	t	t	NOUN
ajmpe-258	109	7	h	h	NOUN
ajmpe-258	109	8	s	s	VERB
ajmpe-258	109	9	c	c	NOUN
ajmpe-258	110	1	i	i	NOUN
ajmpe-258	110	2	e	e	PROPN
ajmpe-258	110	3	n	n	PROPN
ajmpe-258	110	4	c	c	NOUN
ajmpe-258	110	5	e	e	NOUN
ajmpe-258	110	6	s	s	NOUN
ajmpe-258	110	7	r	r	NOUN
ajmpe-258	110	8	e	e	NOUN
ajmpe-258	110	9	s	s	NOUN
ajmpe-258	110	10	e	e	NOUN
ajmpe-258	110	11	a	a	DET
ajmpe-258	110	12	r	r	NOUN
ajmpe-258	110	13	c	c	NOUN
ajmpe-258	110	14	h	h	NOUN
ajmpe-258	111	1	j	j	NOUN
ajmpe-258	111	2	o	o	X
ajmpe-258	111	3	u	u	NOUN
ajmpe-258	111	4	r	r	NOUN
ajmpe-258	111	5	n	n	ADV
ajmpe-258	111	6	a	a	DET
ajmpe-258	111	7	l	l	NOUN
ajmpe-258	111	8	|	|	NOUN
ajmpe-258	111	9	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	VERB
ajmpe-258	111	10	the	the	DET
ajmpe-258	111	11	final	final	ADJ
ajmpe-258	111	12	sample	sample	NOUN
ajmpe-258	111	13	to	to	PART
ajmpe-258	111	14	be	be	AUX
ajmpe-258	111	15	used	use	VERB
ajmpe-258	111	16	in	in	ADP
ajmpe-258	111	17	various	various	ADJ
ajmpe-258	111	18	analyses	analysis	NOUN
ajmpe-258	111	19	consists	consist	VERB
ajmpe-258	111	20	of	of	ADP
ajmpe-258	111	21	6,064	6,064	NUM
ajmpe-258	111	22	patients	patient	NOUN
ajmpe-258	111	23	.	.	PUNCT
ajmpe-258	112	1	this	this	PRON
ajmpe-258	112	2	is	be	AUX
ajmpe-258	112	3	divided	divide	VERB
ajmpe-258	112	4	into	into	ADP
ajmpe-258	112	5	two	two	NUM
ajmpe-258	112	6	samples	sample	NOUN
ajmpe-258	112	7	–	–	PUNCT
ajmpe-258	112	8	4,869	4,869	NUM
ajmpe-258	112	9	patients	patient	NOUN
ajmpe-258	112	10	in	in	ADP
ajmpe-258	112	11	the	the	DET
ajmpe-258	112	12	training	training	NOUN
ajmpe-258	112	13	sample	sample	NOUN
ajmpe-258	112	14	and	and	CCONJ
ajmpe-258	112	15	1,195	1,195	NUM
ajmpe-258	112	16	patients	patient	NOUN
ajmpe-258	112	17	in	in	ADP
ajmpe-258	112	18	the	the	DET
ajmpe-258	112	19	validation	validation	NOUN
ajmpe-258	112	20	sample	sample	NOUN
ajmpe-258	112	21	.	.	PUNCT
ajmpe-258	113	1	out	out	ADP
ajmpe-258	113	2	of	of	ADP
ajmpe-258	113	3	4,869	4,869	NUM
ajmpe-258	113	4	patients	patient	NOUN
ajmpe-258	113	5	in	in	ADP
ajmpe-258	113	6	the	the	DET
ajmpe-258	113	7	training	training	NOUN
ajmpe-258	113	8	sample	sample	NOUN
ajmpe-258	113	9	,	,	PUNCT
ajmpe-258	113	10	1,669	1,669	NUM
ajmpe-258	113	11	are	be	AUX
ajmpe-258	113	12	read	read	VERB
ajmpe-258	113	13	patients	patient	NOUN
ajmpe-258	113	14	and	and	CCONJ
ajmpe-258	113	15	3,200	3,200	NUM
ajmpe-258	113	16	are	be	AUX
ajmpe-258	113	17	not	not	PART
ajmpe-258	113	18	read	read	VERB
ajmpe-258	113	19	patients	patient	NOUN
ajmpe-258	113	20	.	.	PUNCT
ajmpe-258	114	1	out	out	ADP
ajmpe-258	114	2	of	of	ADP
ajmpe-258	114	3	1,195	1,195	NUM
ajmpe-258	114	4	patients	patient	NOUN
ajmpe-258	114	5	in	in	ADP
ajmpe-258	114	6	the	the	DET
ajmpe-258	114	7	validation	validation	NOUN
ajmpe-258	114	8	sample	sample	NOUN
ajmpe-258	114	9	,	,	PUNCT
ajmpe-258	114	10	417	417	NUM
ajmpe-258	114	11	are	be	AUX
ajmpe-258	114	12	read	read	VERB
ajmpe-258	114	13	cardiac	cardiac	ADJ
ajmpe-258	114	14	patients	patient	NOUN
ajmpe-258	114	15	and	and	CCONJ
ajmpe-258	114	16	778	778	NUM
ajmpe-258	114	17	are	be	AUX
ajmpe-258	114	18	not	not	PART
ajmpe-258	114	19	read	read	VERB
ajmpe-258	114	20	cardiac	cardiac	ADJ
ajmpe-258	114	21	patients	patient	NOUN
ajmpe-258	114	22	.	.	PUNCT
ajmpe-258	115	1	4.1	4.1	NUM
ajmpe-258	115	2	descriptive	descriptive	ADJ
ajmpe-258	115	3	statistics	statistic	NOUN
ajmpe-258	115	4	a	a	DET
ajmpe-258	115	5	summary	summary	NOUN
ajmpe-258	115	6	of	of	ADP
ajmpe-258	115	7	descriptive	descriptive	ADJ
ajmpe-258	115	8	statistics	statistic	NOUN
ajmpe-258	115	9	is	be	AUX
ajmpe-258	115	10	in	in	ADP
ajmpe-258	115	11	table	table	NOUN
ajmpe-258	115	12	2	2	NUM
ajmpe-258	115	13	.	.	PUNCT
ajmpe-258	115	14	for	for	ADP
ajmpe-258	115	15	readmitted	readmitte	VERB
ajmpe-258	115	16	cardiac	cardiac	ADJ
ajmpe-258	115	17	patients	patient	NOUN
ajmpe-258	115	18	(	(	PUNCT
ajmpe-258	115	19	read	read	VERB
ajmpe-258	115	20	)	)	PUNCT
ajmpe-258	115	21	and	and	CCONJ
ajmpe-258	115	22	not	not	PART
ajmpe-258	115	23	readmitted	readmitte	VERB
ajmpe-258	115	24	cardiac	cardiac	ADJ
ajmpe-258	115	25	patients	patient	NOUN
ajmpe-258	115	26	(	(	PUNCT
ajmpe-258	115	27	not	not	PART
ajmpe-258	115	28	read	read	VERB
ajmpe-258	115	29	)	)	PUNCT
ajmpe-258	115	30	,	,	PUNCT
ajmpe-258	115	31	this	this	DET
ajmpe-258	115	32	table	table	NOUN
ajmpe-258	115	33	reports	report	VERB
ajmpe-258	115	34	the	the	DET
ajmpe-258	115	35	mean	mean	NOUN
ajmpe-258	115	36	,	,	PUNCT
ajmpe-258	115	37	the	the	DET
ajmpe-258	115	38	standard	standard	ADJ
ajmpe-258	115	39	deviation	deviation	NOUN
ajmpe-258	115	40	,	,	PUNCT
ajmpe-258	115	41	and	and	CCONJ
ajmpe-258	115	42	t	t	PROPN
ajmpe-258	115	43	-	-	PUNCT
ajmpe-258	115	44	statistics	statistic	NOUN
ajmpe-258	115	45	for	for	ADP
ajmpe-258	115	46	several	several	ADJ
ajmpe-258	115	47	explanatory	explanatory	ADJ
ajmpe-258	115	48	variables	variable	NOUN
ajmpe-258	115	49	of	of	ADP
ajmpe-258	115	50	interest	interest	NOUN
ajmpe-258	115	51	.	.	PUNCT
ajmpe-258	116	1	mean	mean	VERB
ajmpe-258	116	2	values	value	NOUN
ajmpe-258	116	3	indicate	indicate	VERB
ajmpe-258	116	4	that	that	SCONJ
ajmpe-258	116	5	the	the	DET
ajmpe-258	116	6	read	read	NOUN
ajmpe-258	116	7	patients	patient	NOUN
ajmpe-258	116	8	have	have	VERB
ajmpe-258	116	9	higher	high	ADJ
ajmpe-258	116	10	a1c	a1c	NOUN
ajmpe-258	116	11	,	,	PUNCT
ajmpe-258	116	12	number	number	NOUN
ajmpe-258	116	13	of	of	ADP
ajmpe-258	116	14	prescriptions	prescription	NOUN
ajmpe-258	116	15	,	,	PUNCT
ajmpe-258	116	16	longer	long	ADJ
ajmpe-258	116	17	problem	problem	NOUN
ajmpe-258	116	18	list	list	NOUN
ajmpe-258	116	19	,	,	PUNCT
ajmpe-258	116	20	longer	long	ADJ
ajmpe-258	116	21	hospital	hospital	NOUN
ajmpe-258	116	22	stay	stay	NOUN
ajmpe-258	116	23	,	,	PUNCT
ajmpe-258	116	24	more	more	ADJ
ajmpe-258	116	25	cardiac	cardiac	ADJ
ajmpe-258	116	26	events	event	NOUN
ajmpe-258	116	27	and	and	CCONJ
ajmpe-258	116	28	are	be	AUX
ajmpe-258	116	29	older	old	ADJ
ajmpe-258	116	30	than	than	ADP
ajmpe-258	116	31	the	the	DET
ajmpe-258	116	32	control	control	NOUN
ajmpe-258	116	33	group	group	NOUN
ajmpe-258	116	34	.	.	PUNCT
ajmpe-258	117	1	however	however	ADV
ajmpe-258	117	2	,	,	PUNCT
ajmpe-258	117	3	read	read	VERB
ajmpe-258	117	4	cardiac	cardiac	ADJ
ajmpe-258	117	5	patients	patient	NOUN
ajmpe-258	117	6	have	have	VERB
ajmpe-258	117	7	lower	low	ADJ
ajmpe-258	117	8	mean	mean	ADJ
ajmpe-258	117	9	values	value	NOUN
ajmpe-258	117	10	for	for	ADP
ajmpe-258	117	11	body	body	NOUN
ajmpe-258	117	12	mass	mass	NOUN
ajmpe-258	117	13	index	index	NOUN
ajmpe-258	117	14	and	and	CCONJ
ajmpe-258	117	15	diastolic	diastolic	ADJ
ajmpe-258	117	16	blood	blood	NOUN
ajmpe-258	117	17	pressure	pressure	NOUN
ajmpe-258	117	18	.	.	PUNCT
ajmpe-258	118	1	ttests	ttest	NOUN
ajmpe-258	118	2	for	for	ADP
ajmpe-258	118	3	mean	mean	ADJ
ajmpe-258	118	4	difference	difference	NOUN
ajmpe-258	118	5	indicate	indicate	VERB
ajmpe-258	118	6	that	that	SCONJ
ajmpe-258	118	7	cardiac	cardiac	ADJ
ajmpe-258	118	8	events	event	NOUN
ajmpe-258	118	9	,	,	PUNCT
ajmpe-258	118	10	number	number	NOUN
ajmpe-258	118	11	of	of	ADP
ajmpe-258	118	12	no	no	DET
ajmpe-258	118	13	shows	show	NOUN
ajmpe-258	118	14	,	,	PUNCT
ajmpe-258	118	15	number	number	NOUN
ajmpe-258	118	16	of	of	ADP
ajmpe-258	118	17	prescriptions	prescription	NOUN
ajmpe-258	118	18	,	,	PUNCT
ajmpe-258	118	19	length	length	NOUN
ajmpe-258	118	20	of	of	ADP
ajmpe-258	118	21	stay	stay	NOUN
ajmpe-258	118	22	and	and	CCONJ
ajmpe-258	118	23	problem	problem	NOUN
ajmpe-258	118	24	list	list	NOUN
ajmpe-258	118	25	are	be	AUX
ajmpe-258	118	26	significantly	significantly	ADV
ajmpe-258	118	27	different	different	ADJ
ajmpe-258	118	28	between	between	ADP
ajmpe-258	118	29	the	the	DET
ajmpe-258	118	30	two	two	NUM
ajmpe-258	118	31	groups	group	NOUN
ajmpe-258	118	32	at	at	ADP
ajmpe-258	118	33	the	the	DET
ajmpe-258	118	34	1	1	NUM
ajmpe-258	118	35	percent	percent	NOUN
ajmpe-258	118	36	level	level	NOUN
ajmpe-258	118	37	.	.	PUNCT
ajmpe-258	119	1	t	t	NOUN
ajmpe-258	119	2	-	-	PUNCT
ajmpe-258	119	3	test	test	NOUN
ajmpe-258	119	4	results	result	NOUN
ajmpe-258	119	5	also	also	ADV
ajmpe-258	119	6	indicate	indicate	VERB
ajmpe-258	119	7	that	that	SCONJ
ajmpe-258	119	8	patient	patient	ADJ
ajmpe-258	119	9	age	age	NOUN
ajmpe-258	119	10	,	,	PUNCT
ajmpe-258	119	11	body	body	NOUN
ajmpe-258	119	12	mass	mass	PROPN
ajmpe-258	119	13	index	index	NOUN
ajmpe-258	119	14	,	,	PUNCT
ajmpe-258	119	15	and	and	CCONJ
ajmpe-258	119	16	diastolic	diastolic	ADJ
ajmpe-258	119	17	pressure	pressure	NOUN
ajmpe-258	119	18	are	be	AUX
ajmpe-258	119	19	significantly	significantly	ADV
ajmpe-258	119	20	different	different	ADJ
ajmpe-258	119	21	between	between	ADP
ajmpe-258	119	22	the	the	DET
ajmpe-258	119	23	two	two	NUM
ajmpe-258	119	24	groups	group	NOUN
ajmpe-258	119	25	.	.	PUNCT
ajmpe-258	120	1	effect	effect	NOUN
ajmpe-258	120	2	size	size	NOUN
ajmpe-258	120	3	as	as	SCONJ
ajmpe-258	120	4	measured	measure	VERB
ajmpe-258	120	5	by	by	ADP
ajmpe-258	120	6	cohen	cohen	PROPN
ajmpe-258	120	7	’s	’s	PART
ajmpe-258	120	8	d	d	NOUN
ajmpe-258	120	9	is	be	AUX
ajmpe-258	120	10	significant	significant	ADJ
ajmpe-258	120	11	(	(	PUNCT
ajmpe-258	120	12	large	large	ADJ
ajmpe-258	120	13	)	)	PUNCT
ajmpe-258	120	14	for	for	ADP
ajmpe-258	120	15	the	the	DET
ajmpe-258	120	16	following	following	ADJ
ajmpe-258	120	17	variables	variable	NOUN
ajmpe-258	120	18	:	:	PUNCT
ajmpe-258	120	19	cardiac	cardiac	ADJ
ajmpe-258	120	20	events	event	NOUN
ajmpe-258	120	21	,	,	PUNCT
ajmpe-258	120	22	no	no	DET
ajmpe-258	120	23	shows	show	NOUN
ajmpe-258	120	24	,	,	PUNCT
ajmpe-258	120	25	number	number	NOUN
ajmpe-258	120	26	of	of	ADP
ajmpe-258	120	27	prescriptions	prescription	NOUN
ajmpe-258	120	28	,	,	PUNCT
ajmpe-258	120	29	length	length	NOUN
ajmpe-258	120	30	of	of	ADP
ajmpe-258	120	31	stay	stay	NOUN
ajmpe-258	120	32	,	,	PUNCT
ajmpe-258	120	33	and	and	CCONJ
ajmpe-258	120	34	problem	problem	NOUN
ajmpe-258	120	35	list	list	NOUN
ajmpe-258	120	36	.	.	PUNCT
ajmpe-258	121	1	table	table	NOUN
ajmpe-258	121	2	2	2	NUM
ajmpe-258	121	3	:	:	PUNCT
ajmpe-258	121	4	descriptive	descriptive	ADJ
ajmpe-258	121	5	statistics	statistic	NOUN
ajmpe-258	121	6	variables	variables	PROPN
ajmpe-258	121	7	group	group	PROPN
ajmpe-258	121	8	code	code	PROPN
ajmpe-258	122	1	n	n	PRON
ajmpe-258	122	2	mean	mean	VERB
ajmpe-258	122	3	std	std	NOUN
ajmpe-258	122	4	.	.	PUNCT
ajmpe-258	123	1	deviation	deviation	NOUN
ajmpe-258	123	2	t	t	PROPN
ajmpe-258	123	3	-	-	PUNCT
ajmpe-258	123	4	statistic	statistic	NOUN
ajmpe-258	123	5	cohen	cohen	NOUN
ajmpe-258	123	6	’s	’s	PART
ajmpe-258	123	7	d	d	NOUN
ajmpe-258	123	8	patage	patage	NOUN
ajmpe-258	123	9	1	1	NUM
ajmpe-258	123	10	0	0	NUM
ajmpe-258	123	11	2687	2687	NUM
ajmpe-258	123	12	70.54	70.54	NUM
ajmpe-258	123	13	13.25	13.25	NUM
ajmpe-258	123	14	2.52b	2.52b	NUM
ajmpe-258	123	15	0.048	0.048	NUM
ajmpe-258	123	16	16575	16575	NUM
ajmpe-258	123	17	69.82	69.82	NUM
ajmpe-258	123	18	16.41	16.41	NUM
ajmpe-258	123	19	bmi	bmi	NOUN
ajmpe-258	123	20	1	1	NUM
ajmpe-258	123	21	2613	2613	NUM
ajmpe-258	123	22	29.76	29.76	NUM
ajmpe-258	123	23	6.86	6.86	NUM
ajmpe-258	123	24	-2.94	-2.94	NOUN
ajmpe-258	123	25	a	a	PRON
ajmpe-258	123	26	-0.059	-0.059	NUM
ajmpe-258	123	27	0	0	NUM
ajmpe-258	123	28	15103	15103	NUM
ajmpe-258	123	29	30.20	30.20	NUM
ajmpe-258	123	30	7.94	7.94	NUM
ajmpe-258	123	31	cardev	cardev	NOUN
ajmpe-258	123	32	1	1	NUM
ajmpe-258	123	33	2687	2687	NUM
ajmpe-258	123	34	2.16	2.16	NUM
ajmpe-258	123	35	1.37	1.37	NUM
ajmpe-258	123	36	35.78a	35.78a	NOUN
ajmpe-258	123	37	0.911	0.911	NUM
ajmpe-258	123	38	0	0	NUM
ajmpe-258	123	39	16575	16575	NUM
ajmpe-258	123	40	1.20	1.20	NUM
ajmpe-258	123	41	0.59	0.59	NUM
ajmpe-258	123	42	cslos	cslo	NOUN
ajmpe-258	123	43	1	1	NUM
ajmpe-258	123	44	2686	2686	NUM
ajmpe-258	123	45	5.45	5.45	NUM
ajmpe-258	123	46	5.75	5.75	NUM
ajmpe-258	123	47	7.74	7.74	NUM
ajmpe-258	123	48	a	a	DET
ajmpe-258	123	49	0.182	0.182	NUM
ajmpe-258	123	50	0	0	NUM
ajmpe-258	123	51	6775	6775	NUM
ajmpe-258	123	52	4.48	4.48	NUM
ajmpe-258	123	53	4.86	4.86	NUM
ajmpe-258	123	54	a1c	a1c	NOUN
ajmpe-258	123	55	1	1	NUM
ajmpe-258	123	56	1818	1818	NUM
ajmpe-258	123	57	6.68	6.68	NUM
ajmpe-258	123	58	1.59	1.59	NUM
ajmpe-258	123	59	2.42b	2.42b	NUM
ajmpe-258	123	60	0.066	0.066	NUM
ajmpe-258	123	61	0	0	NUM
ajmpe-258	123	62	8172	8172	NUM
ajmpe-258	123	63	6.58	6.58	NUM
ajmpe-258	123	64	1.45	1.45	NUM
ajmpe-258	123	65	lsystolic	lsystolic	NOUN
ajmpe-258	123	66	1	1	NUM
ajmpe-258	123	67	2687	2687	NUM
ajmpe-258	123	68	124.11	124.11	NUM
ajmpe-258	123	69	20.47	20.47	NUM
ajmpe-258	123	70	0.64	0.64	NUM
ajmpe-258	123	71	0.013	0.013	NUM
ajmpe-258	123	72	0	0	NUM
ajmpe-258	123	73	16571	16571	NUM
ajmpe-258	123	74	123.84	123.84	NUM
ajmpe-258	123	75	19.67	19.67	NUM
ajmpe-258	123	76	ldiastolic	ldiastolic	NOUN
ajmpe-258	123	77	1	1	NUM
ajmpe-258	123	78	2687	2687	NUM
ajmpe-258	123	79	68.99	68.99	NUM
ajmpe-258	123	80	13.10	13.10	NUM
ajmpe-258	123	81	-3.67	-3.67	NOUN
ajmpe-258	123	82	a	a	DET
ajmpe-258	123	83	-0.053	-0.053	NUM
ajmpe-258	123	84	0	0	NUM
ajmpe-258	123	85	16571	16571	NUM
ajmpe-258	123	86	69.98	69.98	NUM
ajmpe-258	123	87	12.92	12.92	NUM
ajmpe-258	123	88	noshows	noshow	VERB
ajmpe-258	123	89	1	1	NUM
ajmpe-258	123	90	2187	2187	NUM
ajmpe-258	123	91	7.90	7.90	NUM
ajmpe-258	123	92	12.55	12.55	NUM
ajmpe-258	123	93	10.74	10.74	NUM
ajmpe-258	123	94	a	a	DET
ajmpe-258	123	95	0.292	0.292	NUM
ajmpe-258	123	96	0	0	NUM
ajmpe-258	123	97	10729	10729	NUM
ajmpe-258	123	98	4.91	4.91	NUM
ajmpe-258	123	99	7.27	7.27	NUM
ajmpe-258	123	100	hsdrx	hsdrx	NOUN
ajmpe-258	123	101	1	1	NUM
ajmpe-258	123	102	0	0	NUM
ajmpe-258	123	103	2631	2631	NUM
ajmpe-258	123	104	365.17	365.17	NUM
ajmpe-258	123	105	396.43	396.43	NUM
ajmpe-258	123	106	14.99	14.99	NUM
ajmpe-258	123	107	a	a	DET
ajmpe-258	123	108	0.336	0.336	NUM
ajmpe-258	123	109	15399	15399	NUM
ajmpe-258	123	110	242.72	242.72	NUM
ajmpe-258	123	111	328.20	328.20	NUM
ajmpe-258	123	112	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	123	113	top	top	VERB
ajmpe-258	123	114	health	health	PROPN
ajmpe-258	123	115	sciences	sciences	PROPN
ajmpe-258	123	116	research	research	PROPN
ajmpe-258	123	117	journal	journal	PROPN
ajmpe-258	123	118	vol.7	vol.7	PROPN
ajmpe-258	123	119	,	,	PUNCT
ajmpe-258	123	120	issue	issue	NOUN
ajmpe-258	123	121	1	1	NUM
ajmpe-258	123	122	;	;	PUNCT
ajmpe-258	123	123	january	january	PROPN
ajmpe-258	123	124	-	-	PUNCT
ajmpe-258	123	125	febuary	febuary	PROPN
ajmpe-258	123	126	2022	2022	NUM
ajmpe-258	123	127	;	;	PUNCT
ajmpe-258	123	128	1252	1252	NUM
ajmpe-258	123	129	columbia	columbia	PROPN
ajmpe-258	123	130	rd	rd	PROPN
ajmpe-258	123	131	nw	nw	PROPN
ajmpe-258	123	132	,	,	PUNCT
ajmpe-258	123	133	washington	washington	PROPN
ajmpe-258	123	134	dc	dc	PROPN
ajmpe-258	123	135	,	,	PUNCT
ajmpe-258	123	136	united	united	PROPN
ajmpe-258	123	137	states	states	PROPN
ajmpe-258	123	138	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	123	139	;	;	PUNCT
ajmpe-258	123	140	mail	mail	NOUN
ajmpe-258	123	141	:	:	PUNCT
ajmpe-258	123	142	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	124	1	6	6	NUM
ajmpe-258	125	1	|	|	ADV
ajmpe-258	125	2	t	t	X
ajmpe-258	125	3	o	o	NOUN
ajmpe-258	126	1	p	p	X
ajmpe-258	126	2	h	h	NOUN
ajmpe-258	126	3	e	e	PROPN
ajmpe-258	126	4	a	a	PROPN
ajmpe-258	126	5	l	l	NOUN
ajmpe-258	126	6	t	t	NOUN
ajmpe-258	126	7	h	h	NOUN
ajmpe-258	126	8	s	s	VERB
ajmpe-258	126	9	c	c	NOUN
ajmpe-258	127	1	i	i	NOUN
ajmpe-258	127	2	e	e	PROPN
ajmpe-258	127	3	n	n	PROPN
ajmpe-258	127	4	c	c	NOUN
ajmpe-258	127	5	e	e	NOUN
ajmpe-258	127	6	s	s	NOUN
ajmpe-258	127	7	r	r	NOUN
ajmpe-258	127	8	e	e	NOUN
ajmpe-258	127	9	s	s	NOUN
ajmpe-258	127	10	e	e	NOUN
ajmpe-258	127	11	a	a	DET
ajmpe-258	127	12	r	r	NOUN
ajmpe-258	127	13	c	c	NOUN
ajmpe-258	127	14	h	h	NOUN
ajmpe-258	128	1	j	j	NOUN
ajmpe-258	128	2	o	o	X
ajmpe-258	128	3	u	u	NOUN
ajmpe-258	128	4	r	r	NOUN
ajmpe-258	128	5	n	n	ADV
ajmpe-258	128	6	a	a	DET
ajmpe-258	128	7	l	l	NOUN
ajmpe-258	129	1	|	|	ADV
ajmpe-258	129	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	129	3	problist	problist	NOUN
ajmpe-258	129	4	1	1	NUM
ajmpe-258	129	5	2687	2687	NUM
ajmpe-258	129	6	6.04	6.04	NUM
ajmpe-258	129	7	3.77	3.77	NUM
ajmpe-258	129	8	22.49	22.49	NUM
ajmpe-258	129	9	a	a	DET
ajmpe-258	129	10	0.494	0.494	NUM
ajmpe-258	129	11	0	0	NUM
ajmpe-258	129	12	16575	16575	NUM
ajmpe-258	129	13	4.31	4.31	NUM
ajmpe-258	129	14	3.19	3.19	NUM
ajmpe-258	129	15	group	group	NOUN
ajmpe-258	129	16	code	code	NOUN
ajmpe-258	129	17	:	:	PUNCT
ajmpe-258	129	18	1	1	NUM
ajmpe-258	129	19	=	=	NUM
ajmpe-258	129	20	readmitted	readmitte	VERB
ajmpe-258	129	21	(	(	PUNCT
ajmpe-258	129	22	read	read	NOUN
ajmpe-258	129	23	)	)	PUNCT
ajmpe-258	129	24	cp	cp	INTJ
ajmpe-258	129	25	0	0	NUM
ajmpe-258	129	26	=	=	PUNCT
ajmpe-258	129	27	not	not	PART
ajmpe-258	129	28	read	read	VERB
ajmpe-258	129	29	cp	cp	PROPN
ajmpe-258	129	30	a	a	DET
ajmpe-258	129	31	two	two	NUM
ajmpe-258	129	32	-	-	PUNCT
ajmpe-258	129	33	tailed	tail	VERB
ajmpe-258	129	34	significance	significance	NOUN
ajmpe-258	129	35	at	at	ADP
ajmpe-258	129	36	<	<	X
ajmpe-258	129	37	0.01	0.01	NUM
ajmpe-258	129	38	level	level	NOUN
ajmpe-258	129	39	b	b	NOUN
ajmpe-258	129	40	two	two	NUM
ajmpe-258	129	41	-	-	PUNCT
ajmpe-258	129	42	tailed	tail	VERB
ajmpe-258	129	43	significance	significance	NOUN
ajmpe-258	129	44	at	at	ADP
ajmpe-258	129	45	<	<	X
ajmpe-258	129	46	0.05	0.05	NUM
ajmpe-258	129	47	level	level	NOUN
ajmpe-258	129	48	patage	patage	NOUN
ajmpe-258	129	49	=	=	NOUN
ajmpe-258	129	50	patient	patient	ADJ
ajmpe-258	129	51	age	age	NOUN
ajmpe-258	129	52	;	;	PUNCT
ajmpe-258	129	53	cardev	cardev	NOUN
ajmpe-258	129	54	=	=	SYM
ajmpe-258	129	55	cardiac	cardiac	ADJ
ajmpe-258	129	56	event	event	NOUN
ajmpe-258	129	57	;	;	PUNCT
ajmpe-258	129	58	cslos	cslo	NOUN
ajmpe-258	129	59	=	=	SYM
ajmpe-258	129	60	cardiac	cardiac	ADJ
ajmpe-258	129	61	surgery	surgery	NOUN
ajmpe-258	129	62	length	length	NOUN
ajmpe-258	129	63	of	of	ADP
ajmpe-258	129	64	stay	stay	NOUN
ajmpe-258	129	65	hsdrx	hsdrx	NOUN
ajmpe-258	129	66	=	=	NOUN
ajmpe-258	129	67	#	#	NOUN
ajmpe-258	129	68	of	of	ADP
ajmpe-258	129	69	prescriptions	prescription	NOUN
ajmpe-258	129	70	over	over	ADP
ajmpe-258	129	71	3	3	NUM
ajmpe-258	129	72	years	year	NOUN
ajmpe-258	129	73	;	;	PUNCT
ajmpe-258	129	74	problist	problist	NOUN
ajmpe-258	129	75	=	=	PUNCT
ajmpe-258	129	76	diagnoses	diagnosis	NOUN
ajmpe-258	129	77	listed	list	VERB
ajmpe-258	129	78	cardiac	cardiac	ADJ
ajmpe-258	129	79	events	event	NOUN
ajmpe-258	129	80	include	include	VERB
ajmpe-258	129	81	:	:	PUNCT
ajmpe-258	129	82	asa	asa	PROPN
ajmpe-258	129	83	,	,	PUNCT
ajmpe-258	129	84	arrhythmia	arrhythmia	PROPN
ajmpe-258	129	85	,	,	PUNCT
ajmpe-258	129	86	cvd	cvd	PROPN
ajmpe-258	129	87	,	,	PUNCT
ajmpe-258	129	88	angina	angina	ADJ
ajmpe-258	129	89	,	,	PUNCT
ajmpe-258	129	90	ambulatorycardiacmonitoring	ambulatorycardiacmonitore	VERB
ajmpe-258	129	91	icd9	icd9	NOUN
ajmpe-258	129	92	89.50	89.50	NUM
ajmpe-258	129	93	,	,	PUNCT
ajmpe-258	129	94	rhythmekg	rhythmekg	NOUN
ajmpe-258	129	95	icd9	icd9	PROPN
ajmpe-258	129	96	,	,	PUNCT
ajmpe-258	129	97	and	and	CCONJ
ajmpe-258	129	98	electrographic	electrographic	PROPN
ajmpe-258	129	99	telemetry	telemetry	NOUN
ajmpe-258	129	100	icd9	icd9	NOUN
ajmpe-258	129	101	89.54	89.54	NUM
ajmpe-258	129	102	,	,	PUNCT
ajmpe-258	129	103	dyspnea	dyspnea	NOUN
ajmpe-258	129	104	,	,	PUNCT
ajmpe-258	129	105	&	&	CCONJ
ajmpe-258	129	106	renal	renal	ADJ
ajmpe-258	129	107	disease	disease	NOUN
ajmpe-258	129	108	.	.	PUNCT
ajmpe-258	130	1	4.2	4.2	NUM
ajmpe-258	130	2	:	:	PUNCT
ajmpe-258	130	3	correlation	correlation	NOUN
ajmpe-258	130	4	analysis	analysis	NOUN
ajmpe-258	130	5	table	table	NOUN
ajmpe-258	130	6	3	3	NUM
ajmpe-258	130	7	:	:	PUNCT
ajmpe-258	130	8	pearson	pearson	NOUN
ajmpe-258	130	9	correlation	correlation	NOUN
ajmpe-258	130	10	coefficients	coefficient	VERB
ajmpe-258	130	11	bmi	bmi	PROPN
ajmpe-258	130	12	ce	ce	PROPN
ajmpe-258	130	13	los	los	PROPN
ajmpe-258	130	14	ld	ld	PROPN
ajmpe-258	130	15	ns	ns	NUM
ajmpe-258	130	16	hsd	hsd	PROPN
ajmpe-258	130	17	gen	gen	PROPN
ajmpe-258	131	1	d	d	NOUN
ajmpe-258	131	2	pl	pl	X
ajmpe-258	131	3	bmi	bmi	PROPN
ajmpe-258	131	4	1.000	1.000	NUM
ajmpe-258	131	5	ce	ce	PROPN
ajmpe-258	131	6	.002	.002	NUM
ajmpe-258	131	7	1.000	1.000	NUM
ajmpe-258	131	8	los	los	PROPN
ajmpe-258	131	9	.007	.007	NUM
ajmpe-258	131	10	.077	.077	NUM
ajmpe-258	131	11	1.000	1.000	NUM
ajmpe-258	131	12	ld	ld	PROPN
ajmpe-258	131	13	.017	.017	NUM
ajmpe-258	131	14	-.020	-.020	PROPN
ajmpe-258	131	15	-.012	-.012	PROPN
ajmpe-258	131	16	1.000	1.000	NUM
ajmpe-258	131	17	ns	ns	NUM
ajmpe-258	131	18	.008	.008	NUM
ajmpe-258	131	19	.071	.071	NUM
ajmpe-258	131	20	.018	.018	NUM
ajmpe-258	131	21	.041	.041	NUM
ajmpe-258	131	22	1.000	1.000	NUM
ajmpe-258	131	23	hsd	hsd	NOUN
ajmpe-258	131	24	.008	.008	NUM
ajmpe-258	131	25	.053	.053	NUM
ajmpe-258	131	26	.010	.010	NUM
ajmpe-258	132	1	-.131	-.131	PROPN
ajmpe-258	132	2	.232	.232	NUM
ajmpe-258	132	3	1.000	1.000	NUM
ajmpe-258	132	4	gend	gend	NOUN
ajmpe-258	132	5	.039	.039	NUM
ajmpe-258	132	6	-.050	-.050	PROPN
ajmpe-258	132	7	-.038	-.038	PROPN
ajmpe-258	132	8	-.008	-.008	PROPN
ajmpe-258	132	9	.009	.009	NUM
ajmpe-258	132	10	-.001	-.001	PROPN
ajmpe-258	132	11	1.000	1.000	NUM
ajmpe-258	132	12	pl	pl	X
ajmpe-258	132	13	.060	.060	NUM
ajmpe-258	132	14	.401	.401	NUM
ajmpe-258	132	15	.119	.119	NUM
ajmpe-258	133	1	-.004	-.004	PROPN
ajmpe-258	133	2	.022	.022	NUM
ajmpe-258	133	3	.027	.027	NUM
ajmpe-258	133	4	-.029	-.029	PROPN
ajmpe-258	133	5	1.000	1.000	NUM
ajmpe-258	133	6	ce	ce	NOUN
ajmpe-258	133	7	=	=	SYM
ajmpe-258	133	8	cardiac	cardiac	ADJ
ajmpe-258	133	9	event	event	NOUN
ajmpe-258	133	10	;	;	PUNCT
ajmpe-258	133	11	los	los	PROPN
ajmpe-258	133	12	=	=	SYM
ajmpe-258	133	13	length	length	NOUN
ajmpe-258	133	14	of	of	ADP
ajmpe-258	133	15	stay	stay	NOUN
ajmpe-258	133	16	;	;	PUNCT
ajmpe-258	133	17	ld	ld	PROPN
ajmpe-258	133	18	=	=	NUM
ajmpe-258	133	19	last	last	ADJ
ajmpe-258	133	20	diastolic	diastolic	NOUN
ajmpe-258	133	21	;	;	PUNCT
ajmpe-258	133	22	ns	ns	NUM
ajmpe-258	133	23	=	=	NOUN
ajmpe-258	133	24	no	no	DET
ajmpe-258	133	25	shows	show	NOUN
ajmpe-258	133	26	;	;	PUNCT
ajmpe-258	133	27	gend	gend	NOUN
ajmpe-258	133	28	=	=	PUNCT
ajmpe-258	133	29	gender	gender	NOUN
ajmpe-258	133	30	;	;	PUNCT
ajmpe-258	133	31	hsd	hsd	NOUN
ajmpe-258	133	32	=	=	PUNCT
ajmpe-258	133	33	#	#	NOUN
ajmpe-258	133	34	of	of	ADP
ajmpe-258	133	35	prescriptions	prescription	NOUN
ajmpe-258	133	36	over	over	ADP
ajmpe-258	133	37	3	3	NUM
ajmpe-258	133	38	years	year	NOUN
ajmpe-258	133	39	;	;	PUNCT
ajmpe-258	133	40	pl	pl	PROPN
ajmpe-258	133	41	=	=	NOUN
ajmpe-258	133	42	diagnoses	diagnosis	NOUN
ajmpe-258	133	43	listed	list	VERB
ajmpe-258	133	44	there	there	PRON
ajmpe-258	133	45	are	be	VERB
ajmpe-258	133	46	a	a	DET
ajmpe-258	133	47	number	number	NOUN
ajmpe-258	133	48	of	of	ADP
ajmpe-258	133	49	strong	strong	ADJ
ajmpe-258	133	50	correlations	correlation	NOUN
ajmpe-258	133	51	among	among	ADP
ajmpe-258	133	52	the	the	DET
ajmpe-258	133	53	variables	variable	NOUN
ajmpe-258	133	54	and	and	CCONJ
ajmpe-258	133	55	the	the	DET
ajmpe-258	133	56	pearson	pearson	NOUN
ajmpe-258	133	57	correlation	correlation	NOUN
ajmpe-258	133	58	coefficients	coefficient	NOUN
ajmpe-258	133	59	are	be	AUX
ajmpe-258	133	60	reported	report	VERB
ajmpe-258	133	61	in	in	ADP
ajmpe-258	133	62	table	table	NOUN
ajmpe-258	133	63	3	3	NUM
ajmpe-258	133	64	.	.	PUNCT
ajmpe-258	134	1	no	no	DET
ajmpe-258	134	2	shows	show	NOUN
ajmpe-258	134	3	variable	variable	NOUN
ajmpe-258	134	4	is	be	AUX
ajmpe-258	134	5	positively	positively	ADV
ajmpe-258	134	6	correlated	correlate	VERB
ajmpe-258	134	7	with	with	ADP
ajmpe-258	134	8	cardiac	cardiac	ADJ
ajmpe-258	134	9	events	event	NOUN
ajmpe-258	134	10	,	,	PUNCT
ajmpe-258	134	11	hsd_rx	hsd_rx	NUM
ajmpe-258	134	12	,	,	PUNCT
ajmpe-258	134	13	and	and	CCONJ
ajmpe-258	134	14	to	to	PART
ajmpe-258	134	15	diastolic	diastolic	ADJ
ajmpe-258	134	16	pressure	pressure	NOUN
ajmpe-258	134	17	.	.	PUNCT
ajmpe-258	135	1	cardiac	cardiac	ADJ
ajmpe-258	135	2	events	event	NOUN
ajmpe-258	135	3	are	be	AUX
ajmpe-258	135	4	strongly	strongly	ADV
ajmpe-258	135	5	correlated	correlate	VERB
ajmpe-258	135	6	with	with	ADP
ajmpe-258	135	7	problem	problem	NOUN
ajmpe-258	135	8	list	list	NOUN
ajmpe-258	135	9	indicating	indicate	VERB
ajmpe-258	135	10	patients	patient	NOUN
ajmpe-258	135	11	with	with	ADP
ajmpe-258	135	12	multiple	multiple	ADJ
ajmpe-258	135	13	health	health	NOUN
ajmpe-258	135	14	problems	problem	NOUN
ajmpe-258	135	15	have	have	VERB
ajmpe-258	135	16	more	more	ADJ
ajmpe-258	135	17	cardiac	cardiac	ADJ
ajmpe-258	135	18	events	event	NOUN
ajmpe-258	135	19	.	.	PUNCT
ajmpe-258	136	1	there	there	PRON
ajmpe-258	136	2	is	be	VERB
ajmpe-258	136	3	a	a	DET
ajmpe-258	136	4	positive	positive	ADJ
ajmpe-258	136	5	relationship	relationship	NOUN
ajmpe-258	136	6	between	between	ADP
ajmpe-258	136	7	gender	gender	NOUN
ajmpe-258	136	8	and	and	CCONJ
ajmpe-258	136	9	bmi	bmi	NOUN
ajmpe-258	136	10	indicating	indicate	VERB
ajmpe-258	136	11	higher	high	ADJ
ajmpe-258	136	12	bmi	bmi	NOUN
ajmpe-258	136	13	for	for	ADP
ajmpe-258	136	14	males	male	NOUN
ajmpe-258	136	15	.	.	PUNCT
ajmpe-258	137	1	there	there	PRON
ajmpe-258	137	2	is	be	VERB
ajmpe-258	137	3	a	a	DET
ajmpe-258	137	4	positive	positive	ADJ
ajmpe-258	137	5	association	association	NOUN
ajmpe-258	137	6	between	between	ADP
ajmpe-258	137	7	length	length	NOUN
ajmpe-258	137	8	of	of	ADP
ajmpe-258	137	9	stay	stay	NOUN
ajmpe-258	137	10	and	and	CCONJ
ajmpe-258	137	11	cardiac	cardiac	ADJ
ajmpe-258	137	12	events	event	NOUN
ajmpe-258	137	13	,	,	PUNCT
ajmpe-258	137	14	indicating	indicate	VERB
ajmpe-258	137	15	a	a	DET
ajmpe-258	137	16	higher	high	ADJ
ajmpe-258	137	17	risk	risk	NOUN
ajmpe-258	137	18	for	for	ADP
ajmpe-258	137	19	longer	long	ADJ
ajmpe-258	137	20	stays	stay	NOUN
ajmpe-258	137	21	.	.	PUNCT
ajmpe-258	138	1	diastolic	diastolic	ADJ
ajmpe-258	138	2	blood	blood	NOUN
ajmpe-258	138	3	pressure	pressure	NOUN
ajmpe-258	138	4	is	be	AUX
ajmpe-258	138	5	negatively	negatively	ADV
ajmpe-258	138	6	correlated	correlate	VERB
ajmpe-258	138	7	with	with	ADP
ajmpe-258	138	8	hsd_rx	hsd_rx	PRON
ajmpe-258	138	9	.	.	PUNCT
ajmpe-258	139	1	even	even	ADV
ajmpe-258	139	2	though	though	SCONJ
ajmpe-258	139	3	some	some	PRON
ajmpe-258	139	4	of	of	ADP
ajmpe-258	139	5	these	these	DET
ajmpe-258	139	6	relationships	relationship	NOUN
ajmpe-258	139	7	among	among	ADP
ajmpe-258	139	8	independent	independent	ADJ
ajmpe-258	139	9	variables	variable	NOUN
ajmpe-258	139	10	are	be	AUX
ajmpe-258	139	11	significant	significant	ADJ
ajmpe-258	139	12	at	at	ADP
ajmpe-258	139	13	conventional	conventional	ADJ
ajmpe-258	139	14	levels	level	NOUN
ajmpe-258	139	15	,	,	PUNCT
ajmpe-258	139	16	none	none	NOUN
ajmpe-258	139	17	of	of	ADP
ajmpe-258	139	18	the	the	DET
ajmpe-258	139	19	correlations	correlation	NOUN
ajmpe-258	139	20	are	be	AUX
ajmpe-258	139	21	greater	great	ADJ
ajmpe-258	139	22	than	than	ADP
ajmpe-258	139	23	0.401	0.401	NUM
ajmpe-258	139	24	.	.	PUNCT
ajmpe-258	140	1	only	only	ADV
ajmpe-258	140	2	one	one	NUM
ajmpe-258	140	3	correlation	correlation	NOUN
ajmpe-258	140	4	(	(	PUNCT
ajmpe-258	140	5	out	out	ADP
ajmpe-258	140	6	of	of	ADP
ajmpe-258	140	7	45	45	NUM
ajmpe-258	140	8	)	)	PUNCT
ajmpe-258	140	9	is	be	AUX
ajmpe-258	140	10	greater	great	ADJ
ajmpe-258	140	11	than	than	ADP
ajmpe-258	140	12	0.4	0.4	NUM
ajmpe-258	140	13	and	and	CCONJ
ajmpe-258	140	14	it	it	PRON
ajmpe-258	140	15	is	be	AUX
ajmpe-258	140	16	at	at	ADP
ajmpe-258	140	17	0.401	0.401	NUM
ajmpe-258	140	18	between	between	ADP
ajmpe-258	140	19	cardiac	cardiac	ADJ
ajmpe-258	140	20	events	event	NOUN
ajmpe-258	140	21	and	and	CCONJ
ajmpe-258	140	22	problem	problem	NOUN
ajmpe-258	140	23	list	list	NOUN
ajmpe-258	140	24	.	.	PUNCT
ajmpe-258	141	1	judge	judge	PROPN
ajmpe-258	141	2	,	,	PUNCT
ajmpe-258	141	3	griffiths	griffiths	PROPN
ajmpe-258	141	4	,	,	PUNCT
ajmpe-258	141	5	hill	hill	PROPN
ajmpe-258	141	6	and	and	CCONJ
ajmpe-258	141	7	lee	lee	PROPN
ajmpe-258	141	8	(	(	PUNCT
ajmpe-258	141	9	1985	1985	NUM
ajmpe-258	141	10	)	)	PUNCT
ajmpe-258	141	11	,	,	PUNCT
ajmpe-258	141	12	suggest	suggest	VERB
ajmpe-258	141	13	that	that	SCONJ
ajmpe-258	141	14	multicollinearity	multicollinearity	NOUN
ajmpe-258	141	15	problems	problem	NOUN
ajmpe-258	141	16	arise	arise	VERB
ajmpe-258	141	17	only	only	ADV
ajmpe-258	141	18	when	when	SCONJ
ajmpe-258	141	19	the	the	DET
ajmpe-258	141	20	correlations	correlation	NOUN
ajmpe-258	141	21	among	among	ADP
ajmpe-258	141	22	independent	independent	ADJ
ajmpe-258	141	23	variables	variable	NOUN
ajmpe-258	141	24	are	be	AUX
ajmpe-258	141	25	higher	high	ADJ
ajmpe-258	141	26	than	than	ADP
ajmpe-258	141	27	0.8	0.8	NUM
ajmpe-258	141	28	.	.	PUNCT
ajmpe-258	142	1	hence	hence	ADV
ajmpe-258	142	2	,	,	PUNCT
ajmpe-258	142	3	the	the	DET
ajmpe-258	142	4	degree	degree	NOUN
ajmpe-258	142	5	of	of	ADP
ajmpe-258	142	6	collinearity	collinearity	NOUN
ajmpe-258	142	7	present	present	ADJ
ajmpe-258	142	8	among	among	ADP
ajmpe-258	142	9	independent	independent	ADJ
ajmpe-258	142	10	variables	variable	NOUN
ajmpe-258	142	11	appears	appear	VERB
ajmpe-258	142	12	to	to	PART
ajmpe-258	142	13	be	be	AUX
ajmpe-258	142	14	too	too	ADV
ajmpe-258	142	15	small	small	ADJ
ajmpe-258	142	16	to	to	PART
ajmpe-258	142	17	invalidate	invalidate	VERB
ajmpe-258	142	18	estimation	estimation	NOUN
ajmpe-258	142	19	results	result	NOUN
ajmpe-258	142	20	.	.	PUNCT
ajmpe-258	143	1	the	the	DET
ajmpe-258	143	2	vif	vif	PROPN
ajmpe-258	143	3	values	value	NOUN
ajmpe-258	143	4	are	be	AUX
ajmpe-258	143	5	also	also	ADV
ajmpe-258	143	6	computed	compute	VERB
ajmpe-258	143	7	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	143	8	top	top	ADJ
ajmpe-258	143	9	health	health	PROPN
ajmpe-258	143	10	sciences	sciences	PROPN
ajmpe-258	143	11	research	research	PROPN
ajmpe-258	143	12	journal	journal	PROPN
ajmpe-258	143	13	vol.7	vol.7	PROPN
ajmpe-258	143	14	,	,	PUNCT
ajmpe-258	143	15	issue	issue	NOUN
ajmpe-258	143	16	1	1	NUM
ajmpe-258	143	17	;	;	PUNCT
ajmpe-258	143	18	january	january	PROPN
ajmpe-258	143	19	-	-	PUNCT
ajmpe-258	143	20	febuary	febuary	PROPN
ajmpe-258	143	21	2022	2022	NUM
ajmpe-258	143	22	;	;	PUNCT
ajmpe-258	143	23	1252	1252	NUM
ajmpe-258	143	24	columbia	columbia	PROPN
ajmpe-258	143	25	rd	rd	PROPN
ajmpe-258	143	26	nw	nw	PROPN
ajmpe-258	143	27	,	,	PUNCT
ajmpe-258	143	28	washington	washington	PROPN
ajmpe-258	143	29	dc	dc	PROPN
ajmpe-258	143	30	,	,	PUNCT
ajmpe-258	143	31	united	united	PROPN
ajmpe-258	143	32	states	states	PROPN
ajmpe-258	143	33	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	143	34	;	;	PUNCT
ajmpe-258	143	35	mail	mail	NOUN
ajmpe-258	143	36	:	:	PUNCT
ajmpe-258	143	37	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	143	38	7	7	NUM
ajmpe-258	144	1	|	|	ADV
ajmpe-258	144	2	t	t	X
ajmpe-258	144	3	o	o	NOUN
ajmpe-258	145	1	p	p	X
ajmpe-258	145	2	h	h	NOUN
ajmpe-258	145	3	e	e	PROPN
ajmpe-258	145	4	a	a	PROPN
ajmpe-258	145	5	l	l	NOUN
ajmpe-258	145	6	t	t	NOUN
ajmpe-258	145	7	h	h	NOUN
ajmpe-258	145	8	s	s	VERB
ajmpe-258	145	9	c	c	NOUN
ajmpe-258	146	1	i	i	NOUN
ajmpe-258	146	2	e	e	PROPN
ajmpe-258	146	3	n	n	PROPN
ajmpe-258	146	4	c	c	NOUN
ajmpe-258	146	5	e	e	NOUN
ajmpe-258	146	6	s	s	NOUN
ajmpe-258	146	7	r	r	NOUN
ajmpe-258	146	8	e	e	NOUN
ajmpe-258	146	9	s	s	NOUN
ajmpe-258	146	10	e	e	NOUN
ajmpe-258	146	11	a	a	DET
ajmpe-258	146	12	r	r	NOUN
ajmpe-258	146	13	c	c	NOUN
ajmpe-258	146	14	h	h	NOUN
ajmpe-258	147	1	j	j	NOUN
ajmpe-258	147	2	o	o	X
ajmpe-258	147	3	u	u	NOUN
ajmpe-258	147	4	r	r	NOUN
ajmpe-258	147	5	n	n	ADV
ajmpe-258	147	6	a	a	DET
ajmpe-258	147	7	l	l	NOUN
ajmpe-258	148	1	|	|	NOUN
ajmpe-258	148	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	148	3	and	and	CCONJ
ajmpe-258	148	4	all	all	DET
ajmpe-258	148	5	eight	eight	NUM
ajmpe-258	148	6	of	of	ADP
ajmpe-258	148	7	them	they	PRON
ajmpe-258	148	8	are	be	AUX
ajmpe-258	148	9	less	less	ADJ
ajmpe-258	148	10	than	than	ADP
ajmpe-258	148	11	1.209	1.209	NUM
ajmpe-258	148	12	and	and	CCONJ
ajmpe-258	148	13	this	this	PRON
ajmpe-258	148	14	also	also	ADV
ajmpe-258	148	15	indicates	indicate	VERB
ajmpe-258	148	16	that	that	SCONJ
ajmpe-258	148	17	multicollinearity	multicollinearity	NOUN
ajmpe-258	148	18	is	be	AUX
ajmpe-258	148	19	not	not	PART
ajmpe-258	148	20	an	an	DET
ajmpe-258	148	21	issue	issue	NOUN
ajmpe-258	148	22	.	.	PUNCT
ajmpe-258	149	1	only	only	ADV
ajmpe-258	149	2	if	if	SCONJ
ajmpe-258	149	3	a	a	DET
ajmpe-258	149	4	vif	vif	NOUN
ajmpe-258	149	5	value	value	NOUN
ajmpe-258	149	6	exceeds	exceed	VERB
ajmpe-258	149	7	10	10	NUM
ajmpe-258	149	8	,	,	PUNCT
ajmpe-258	149	9	multicollinearity	multicollinearity	NOUN
ajmpe-258	149	10	is	be	AUX
ajmpe-258	149	11	a	a	DET
ajmpe-258	149	12	concern	concern	NOUN
ajmpe-258	149	13	.	.	PUNCT
ajmpe-258	150	1	5.1multivariate	5.1multivariate	NUM
ajmpe-258	150	2	model	model	NOUN
ajmpe-258	150	3	–	–	PUNCT
ajmpe-258	150	4	logistic	logistic	ADJ
ajmpe-258	150	5	regression	regression	NOUN
ajmpe-258	150	6	using	use	VERB
ajmpe-258	150	7	the	the	DET
ajmpe-258	150	8	independent	independent	ADJ
ajmpe-258	150	9	variables	variable	NOUN
ajmpe-258	150	10	in	in	ADP
ajmpe-258	150	11	a	a	DET
ajmpe-258	150	12	multivariate	multivariate	NOUN
ajmpe-258	150	13	context	context	NOUN
ajmpe-258	150	14	,	,	PUNCT
ajmpe-258	150	15	however	however	ADV
ajmpe-258	150	16	,	,	PUNCT
ajmpe-258	150	17	allows	allow	VERB
ajmpe-258	150	18	one	one	PRON
ajmpe-258	150	19	to	to	PART
ajmpe-258	150	20	examine	examine	VERB
ajmpe-258	150	21	their	their	PRON
ajmpe-258	150	22	relative	relative	ADJ
ajmpe-258	150	23	explanatory	explanatory	ADJ
ajmpe-258	150	24	power	power	NOUN
ajmpe-258	150	25	and	and	CCONJ
ajmpe-258	150	26	can	can	AUX
ajmpe-258	150	27	lead	lead	VERB
ajmpe-258	150	28	to	to	ADP
ajmpe-258	150	29	better	well	ADJ
ajmpe-258	150	30	predictions	prediction	NOUN
ajmpe-258	150	31	since	since	SCONJ
ajmpe-258	150	32	the	the	DET
ajmpe-258	150	33	information	information	NOUN
ajmpe-258	150	34	which	which	PRON
ajmpe-258	150	35	is	be	AUX
ajmpe-258	150	36	contained	contain	VERB
ajmpe-258	150	37	in	in	ADP
ajmpe-258	150	38	the	the	DET
ajmpe-258	150	39	crosscorrelations	crosscorrelation	NOUN
ajmpe-258	150	40	among	among	ADP
ajmpe-258	150	41	variables	variable	NOUN
ajmpe-258	150	42	is	be	AUX
ajmpe-258	150	43	utilized	utilize	VERB
ajmpe-258	150	44	.	.	PUNCT
ajmpe-258	151	1	a	a	DET
ajmpe-258	151	2	primary	primary	ADJ
ajmpe-258	151	3	objective	objective	NOUN
ajmpe-258	151	4	of	of	ADP
ajmpe-258	151	5	many	many	ADJ
ajmpe-258	151	6	multivariate	multivariate	NOUN
ajmpe-258	151	7	statistical	statistical	ADJ
ajmpe-258	151	8	techniques	technique	NOUN
ajmpe-258	151	9	is	be	AUX
ajmpe-258	151	10	to	to	PART
ajmpe-258	151	11	classify	classify	VERB
ajmpe-258	151	12	entries	entry	NOUN
ajmpe-258	151	13	correctly	correctly	ADV
ajmpe-258	151	14	into	into	ADP
ajmpe-258	151	15	mutually	mutually	ADV
ajmpe-258	151	16	exclusive	exclusive	ADJ
ajmpe-258	151	17	groups	group	NOUN
ajmpe-258	151	18	.	.	PUNCT
ajmpe-258	152	1	discriminant	discriminant	ADJ
ajmpe-258	152	2	analysis	analysis	NOUN
ajmpe-258	152	3	and	and	CCONJ
ajmpe-258	152	4	logistic	logistic	ADJ
ajmpe-258	152	5	regression	regression	NOUN
ajmpe-258	152	6	are	be	AUX
ajmpe-258	152	7	examples	example	NOUN
ajmpe-258	152	8	of	of	ADP
ajmpe-258	152	9	such	such	ADJ
ajmpe-258	152	10	multivariate	multivariate	NOUN
ajmpe-258	152	11	models	model	NOUN
ajmpe-258	152	12	.	.	PUNCT
ajmpe-258	153	1	in	in	ADP
ajmpe-258	153	2	this	this	DET
ajmpe-258	153	3	study	study	NOUN
ajmpe-258	153	4	,	,	PUNCT
ajmpe-258	153	5	the	the	DET
ajmpe-258	153	6	following	follow	VERB
ajmpe-258	153	7	logistic	logistic	ADJ
ajmpe-258	153	8	regression	regression	NOUN
ajmpe-258	153	9	(	(	PUNCT
ajmpe-258	153	10	logit	logit	PROPN
ajmpe-258	153	11	)	)	PUNCT
ajmpe-258	153	12	model	model	NOUN
ajmpe-258	153	13	is	be	AUX
ajmpe-258	153	14	proposed	propose	VERB
ajmpe-258	153	15	:	:	PUNCT
ajmpe-258	153	16	pr	pr	X
ajmpe-258	153	17	(	(	PUNCT
ajmpe-258	153	18	y=1|x	y=1|x	NOUN
ajmpe-258	153	19	)	)	PUNCT
ajmpe-258	154	1	=	=	SYM
ajmpe-258	154	2	f	f	PROPN
ajmpe-258	154	3	(	(	PUNCT
ajmpe-258	154	4	0	0	NUM
ajmpe-258	155	1	+	+	CCONJ
ajmpe-258	155	2	1x1	1x1	NUM
ajmpe-258	155	3	+	+	SYM
ajmpe-258	155	4	2x2+	2x2+	NUM
ajmpe-258	155	5	.....	.....	NOUN
ajmpe-258	155	6	+	+	NUM
ajmpe-258	155	7	kxk	kxk	PROPN
ajmpe-258	155	8	)	)	PUNCT
ajmpe-258	155	9	the	the	DET
ajmpe-258	155	10	dependent	dependent	ADJ
ajmpe-258	155	11	variable	variable	NOUN
ajmpe-258	155	12	y	y	PROPN
ajmpe-258	155	13	is	be	AUX
ajmpe-258	155	14	a	a	DET
ajmpe-258	155	15	dichotomous	dichotomous	ADJ
ajmpe-258	155	16	(	(	PUNCT
ajmpe-258	155	17	0	0	NUM
ajmpe-258	155	18	,	,	PUNCT
ajmpe-258	155	19	1	1	X
ajmpe-258	155	20	)	)	PUNCT
ajmpe-258	155	21	variable	variable	NOUN
ajmpe-258	155	22	representing	represent	VERB
ajmpe-258	155	23	the	the	DET
ajmpe-258	155	24	two	two	NUM
ajmpe-258	155	25	groups	group	NOUN
ajmpe-258	155	26	,	,	PUNCT
ajmpe-258	155	27	cardiac	cardiac	ADJ
ajmpe-258	155	28	patients	patient	NOUN
ajmpe-258	155	29	readmitted	readmitte	VERB
ajmpe-258	155	30	(	(	PUNCT
ajmpe-258	155	31	y=1	y=1	NOUN
ajmpe-258	155	32	)	)	PUNCT
ajmpe-258	155	33	and	and	CCONJ
ajmpe-258	155	34	cardiac	cardiac	ADJ
ajmpe-258	155	35	patients	patient	NOUN
ajmpe-258	155	36	not	not	PART
ajmpe-258	155	37	readmitted	readmitte	VERB
ajmpe-258	155	38	(	(	PUNCT
ajmpe-258	155	39	y=0	y=0	NOUN
ajmpe-258	155	40	)	)	PUNCT
ajmpe-258	155	41	firms	firm	NOUN
ajmpe-258	155	42	.	.	PUNCT
ajmpe-258	156	1	the	the	DET
ajmpe-258	156	2	independent	independent	ADJ
ajmpe-258	156	3	variables	variable	NOUN
ajmpe-258	156	4	x1	x1	PROPN
ajmpe-258	156	5	,	,	PUNCT
ajmpe-258	156	6	x2	x2	INTJ
ajmpe-258	156	7	,	,	PUNCT
ajmpe-258	156	8	....	....	PUNCT
ajmpe-258	157	1	xk	xk	PROPN
ajmpe-258	157	2	include	include	VERB
ajmpe-258	157	3	:	:	PUNCT
ajmpe-258	157	4	gender	gender	NOUN
ajmpe-258	157	5	,	,	PUNCT
ajmpe-258	157	6	bmi	bmi	NOUN
ajmpe-258	157	7	,	,	PUNCT
ajmpe-258	157	8	problem	problem	NOUN
ajmpe-258	157	9	list	list	NOUN
ajmpe-258	157	10	,	,	PUNCT
ajmpe-258	157	11	cardiac	cardiac	ADJ
ajmpe-258	157	12	events	event	NOUN
ajmpe-258	157	13	,	,	PUNCT
ajmpe-258	157	14	length	length	NOUN
ajmpe-258	157	15	of	of	ADP
ajmpe-258	157	16	stay	stay	NOUN
ajmpe-258	157	17	,	,	PUNCT
ajmpe-258	157	18	last	last	ADJ
ajmpe-258	157	19	diastolic	diastolic	NOUN
ajmpe-258	157	20	,	,	PUNCT
ajmpe-258	157	21	no	no	DET
ajmpe-258	157	22	shows	show	NOUN
ajmpe-258	157	23	,	,	PUNCT
ajmpe-258	157	24	and	and	CCONJ
ajmpe-258	157	25	hsd	hsd	AUX
ajmpe-258	157	26	rx	rx	VERB
ajmpe-258	157	27	.	.	PUNCT
ajmpe-258	158	1	it	it	PRON
ajmpe-258	158	2	is	be	AUX
ajmpe-258	158	3	assumed	assume	VERB
ajmpe-258	158	4	that	that	SCONJ
ajmpe-258	158	5	no	no	DET
ajmpe-258	158	6	exact	exact	ADJ
ajmpe-258	158	7	linear	linear	NOUN
ajmpe-258	158	8	dependencies	dependency	NOUN
ajmpe-258	158	9	exist	exist	VERB
ajmpe-258	158	10	among	among	ADP
ajmpe-258	158	11	x	x	NOUN
ajmpe-258	158	12	's	's	PART
ajmpe-258	158	13	across	across	ADP
ajmpe-258	158	14	k	k	NOUN
ajmpe-258	158	15	,	,	PUNCT
ajmpe-258	158	16	and	and	CCONJ
ajmpe-258	158	17	that	that	SCONJ
ajmpe-258	158	18	the	the	DET
ajmpe-258	158	19	relationship	relationship	NOUN
ajmpe-258	158	20	between	between	ADP
ajmpe-258	158	21	y	y	PROPN
ajmpe-258	158	22	's	's	PART
ajmpe-258	158	23	and	and	CCONJ
ajmpe-258	158	24	x	x	NOUN
ajmpe-258	158	25	's	's	PART
ajmpe-258	158	26	are	be	AUX
ajmpe-258	158	27	non	non	ADJ
ajmpe-258	158	28	-	-	ADJ
ajmpe-258	158	29	linear	linear	ADJ
ajmpe-258	158	30	or	or	CCONJ
ajmpe-258	158	31	logistic	logistic	ADJ
ajmpe-258	158	32	(	(	PUNCT
ajmpe-258	158	33	i.e.	i.e.	X
ajmpe-258	158	34	,	,	PUNCT
ajmpe-258	159	1	p(y	p(y	PROPN
ajmpe-258	159	2	=	=	NOUN
ajmpe-258	159	3	1|x	1|x	NUM
ajmpe-258	159	4	)	)	PUNCT
ajmpe-258	159	5	=	=	NOUN
ajmpe-258	159	6	exp	exp	NOUN
ajmpe-258	159	7	(	(	PUNCT
ajmpe-258	159	8	k	k	PROPN
ajmpe-258	159	9	xk	xk	PROPN
ajmpe-258	159	10	)	)	PUNCT
ajmpe-258	159	11	/	/	PUNCT
ajmpe-258	160	1	[	[	X
ajmpe-258	160	2	1	1	NUM
ajmpe-258	160	3	+	+	NUM
ajmpe-258	160	4	exp	exp	PROPN
ajmpe-258	160	5	(	(	PUNCT
ajmpe-258	160	6	k	k	PROPN
ajmpe-258	160	7	xk	xk	PROPN
ajmpe-258	160	8	)	)	PUNCT
ajmpe-258	160	9	]	]	PUNCT
ajmpe-258	160	10	.	.	PUNCT
ajmpe-258	160	11	)	)	PUNCT
ajmpe-258	161	1	the	the	DET
ajmpe-258	161	2	null	null	ADJ
ajmpe-258	161	3	hypotheses	hypothesis	NOUN
ajmpe-258	161	4	would	would	AUX
ajmpe-258	161	5	be	be	AUX
ajmpe-258	161	6	:	:	PUNCT
ajmpe-258	161	7	h0	h0	NOUN
ajmpe-258	161	8	:	:	PUNCT
ajmpe-258	162	1	k	k	X
ajmpe-258	162	2	=	=	SYM
ajmpe-258	162	3	0	0	PROPN
ajmpe-258	162	4	,	,	PUNCT
ajmpe-258	162	5	where	where	SCONJ
ajmpe-258	162	6	k	k	PROPN
ajmpe-258	162	7	=	=	SYM
ajmpe-258	162	8	1,	1,	NUM
ajmpe-258	162	9	…	…	SYM
ajmpe-258	162	10	.k	.k	PROPN
ajmpe-258	162	11	logit	logit	PROPN
ajmpe-258	162	12	results	result	NOUN
ajmpe-258	162	13	appear	appear	VERB
ajmpe-258	162	14	in	in	ADP
ajmpe-258	162	15	table	table	NOUN
ajmpe-258	162	16	4	4	NUM
ajmpe-258	162	17	.	.	PUNCT
ajmpe-258	162	18	of	of	ADP
ajmpe-258	162	19	the	the	DET
ajmpe-258	162	20	eight	eight	NUM
ajmpe-258	162	21	explanatory	explanatory	ADJ
ajmpe-258	162	22	variables	variable	NOUN
ajmpe-258	162	23	,	,	PUNCT
ajmpe-258	162	24	six	six	NUM
ajmpe-258	162	25	are	be	AUX
ajmpe-258	162	26	statistically	statistically	ADV
ajmpe-258	162	27	significant	significant	ADJ
ajmpe-258	162	28	and	and	CCONJ
ajmpe-258	162	29	those	those	DET
ajmpe-258	162	30	six	six	NUM
ajmpe-258	162	31	are	be	AUX
ajmpe-258	162	32	discussed	discuss	VERB
ajmpe-258	162	33	here	here	ADV
ajmpe-258	162	34	.	.	PUNCT
ajmpe-258	163	1	table4	table4	NOUN
ajmpe-258	163	2	:	:	PUNCT
ajmpe-258	163	3	logistic	logistic	ADJ
ajmpe-258	163	4	regression	regression	NOUN
ajmpe-258	163	5	analysis	analysis	NOUN
ajmpe-258	163	6	results	result	NOUN
ajmpe-258	163	7	(	(	PUNCT
ajmpe-258	163	8	y=1|x	y=1|x	NOUN
ajmpe-258	163	9	)	)	PUNCT
ajmpe-258	163	10	=	=	PUNCT
ajmpe-258	163	11	0	0	PUNCT
ajmpe-258	164	1	+	+	CCONJ
ajmpe-258	164	2	1	1	NUM
ajmpe-258	164	3	genderi+	genderi+	NOUN
ajmpe-258	164	4	2	2	NUM
ajmpe-258	164	5	bmii	bmii	NOUN
ajmpe-258	164	6	+	+	CCONJ
ajmpe-258	164	7	3	3	NUM
ajmpe-258	164	8	cardev	cardev	NOUN
ajmpe-258	164	9	i	i	PRON
ajmpe-258	165	1	+	+	NOUN
ajmpe-258	165	2	4	4	NUM
ajmpe-258	165	3	cslosi	cslosi	NOUN
ajmpe-258	165	4	+	+	CCONJ
ajmpe-258	165	5	5	5	NUM
ajmpe-258	165	6	ldiasti	ldiasti	NOUN
ajmpe-258	165	7	+	+	CCONJ
ajmpe-258	165	8	6	6	NUM
ajmpe-258	165	9	nosowsi	nosowsi	NOUN
ajmpe-258	165	10	+	+	CCONJ
ajmpe-258	165	11	7	7	NUM
ajmpe-258	165	12	hsdrxi	hsdrxi	NOUN
ajmpe-258	165	13	+	+	CCONJ
ajmpe-258	165	14	8	8	NUM
ajmpe-258	165	15	problisti	problisti	NOUN
ajmpe-258	165	16	model	model	NOUN
ajmpe-258	165	17	i	i	PRON
ajmpe-258	165	18	model	model	VERB
ajmpe-258	165	19	ii	ii	PROPN
ajmpe-258	165	20	variable	variable	ADJ
ajmpe-258	165	21	coefficient	coefficient	NOUN
ajmpe-258	165	22	coefficient	coefficient	NOUN
ajmpe-258	165	23	(	(	PUNCT
ajmpe-258	165	24	chi	chi	ADJ
ajmpe-258	165	25	-	-	PUNCT
ajmpe-258	165	26	square	square	NOUN
ajmpe-258	165	27	)	)	PUNCT
ajmpe-258	165	28	(	(	PUNCT
ajmpe-258	165	29	chi	chi	ADJ
ajmpe-258	165	30	-	-	PUNCT
ajmpe-258	165	31	square	square	ADJ
ajmpe-258	165	32	)	)	PUNCT
ajmpe-258	165	33	inter	inter	ADJ
ajmpe-258	165	34	-3.450	-3.450	X
ajmpe-258	165	35	-3.283	-3.283	NUM
ajmpe-258	165	36	(	(	PUNCT
ajmpe-258	165	37	135.14	135.14	NUM
ajmpe-258	165	38	)	)	PUNCT
ajmpe-258	165	39	a	a	PRON
ajmpe-258	165	40	(	(	PUNCT
ajmpe-258	165	41	217.14	217.14	NUM
ajmpe-258	165	42	)	)	PUNCT
ajmpe-258	165	43	a	a	DET
ajmpe-258	165	44	gender	gender	NOUN
ajmpe-258	165	45	0.13	0.13	NUM
ajmpe-258	165	46	0.413	0.413	NUM
ajmpe-258	165	47	(	(	PUNCT
ajmpe-258	165	48	0.03	0.03	NUM
ajmpe-258	165	49	)	)	PUNCT
ajmpe-258	165	50	(	(	PUNCT
ajmpe-258	165	51	41.53	41.53	NUM
ajmpe-258	165	52	)	)	PUNCT
ajmpe-258	165	53	a	a	DET
ajmpe-258	165	54	bmi	bmi	NOUN
ajmpe-258	165	55	-0.015	-0.015	PUNCT
ajmpe-258	165	56	-0.011	-0.011	X
ajmpe-258	165	57	(	(	PUNCT
ajmpe-258	165	58	6.81	6.81	NUM
ajmpe-258	165	59	)	)	PUNCT
ajmpe-258	165	60	a	a	DET
ajmpe-258	165	61	(	(	PUNCT
ajmpe-258	165	62	7.08	7.08	NUM
ajmpe-258	165	63	)	)	PUNCT
ajmpe-258	165	64	a	a	DET
ajmpe-258	165	65	cardev	cardev	NOUN
ajmpe-258	165	66	1.991	1.991	NUM
ajmpe-258	165	67	1.155	1.155	NUM
ajmpe-258	165	68	(	(	PUNCT
ajmpe-258	165	69	776.36	776.36	NUM
ajmpe-258	165	70	)	)	PUNCT
ajmpe-258	165	71	a	a	PRON
ajmpe-258	165	72	(	(	PUNCT
ajmpe-258	165	73	812.07	812.07	NUM
ajmpe-258	165	74	)	)	PUNCT
ajmpe-258	165	75	a	a	DET
ajmpe-258	165	76	cslos	cslo	NOUN
ajmpe-258	165	77	-0.058	-0.058	X
ajmpe-258	165	78	---------	---------	PUNCT
ajmpe-258	165	79	(	(	PUNCT
ajmpe-258	165	80	11.50	11.50	NUM
ajmpe-258	165	81	)	)	PUNCT
ajmpe-258	165	82	a	a	PRON
ajmpe-258	165	83	---------	---------	PUNCT
ajmpe-258	165	84	ldiast	ldiast	ADJ
ajmpe-258	165	85	-0.005	-0.005	INTJ
ajmpe-258	165	86	-0.005	-0.005	INTJ
ajmpe-258	165	87	(	(	PUNCT
ajmpe-258	165	88	2.80	2.80	NUM
ajmpe-258	165	89	)	)	PUNCT
ajmpe-258	165	90	(	(	PUNCT
ajmpe-258	165	91	4.04	4.04	NUM
ajmpe-258	165	92	)	)	PUNCT
ajmpe-258	165	93	b	b	NOUN
ajmpe-258	165	94	noshows	noshow	VERB
ajmpe-258	165	95	0.022	0.022	NUM
ajmpe-258	165	96	0.001	0.001	NUM
ajmpe-258	165	97	(	(	PUNCT
ajmpe-258	165	98	26.66	26.66	NUM
ajmpe-258	165	99	)	)	PUNCT
ajmpe-258	165	100	a	a	PRON
ajmpe-258	165	101	(	(	PUNCT
ajmpe-258	165	102	50.00	50.00	NUM
ajmpe-258	165	103	)	)	PUNCT
ajmpe-258	165	104	a	a	DET
ajmpe-258	165	105	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	165	106	top	top	PROPN
ajmpe-258	165	107	health	health	PROPN
ajmpe-258	165	108	sciences	sciences	PROPN
ajmpe-258	165	109	research	research	PROPN
ajmpe-258	165	110	journal	journal	PROPN
ajmpe-258	165	111	vol.7	vol.7	PROPN
ajmpe-258	165	112	,	,	PUNCT
ajmpe-258	165	113	issue	issue	NOUN
ajmpe-258	165	114	1	1	NUM
ajmpe-258	165	115	;	;	PUNCT
ajmpe-258	165	116	january	january	PROPN
ajmpe-258	165	117	-	-	PUNCT
ajmpe-258	165	118	febuary	febuary	PROPN
ajmpe-258	165	119	2022	2022	NUM
ajmpe-258	165	120	;	;	PUNCT
ajmpe-258	165	121	1252	1252	NUM
ajmpe-258	165	122	columbia	columbia	PROPN
ajmpe-258	165	123	rd	rd	PROPN
ajmpe-258	165	124	nw	nw	PROPN
ajmpe-258	165	125	,	,	PUNCT
ajmpe-258	165	126	washington	washington	PROPN
ajmpe-258	165	127	dc	dc	PROPN
ajmpe-258	165	128	,	,	PUNCT
ajmpe-258	165	129	united	united	PROPN
ajmpe-258	165	130	states	states	PROPN
ajmpe-258	165	131	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	165	132	;	;	PUNCT
ajmpe-258	165	133	mail	mail	NOUN
ajmpe-258	165	134	:	:	PUNCT
ajmpe-258	165	135	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	165	136	8	8	NUM
ajmpe-258	166	1	|	|	ADV
ajmpe-258	166	2	t	t	X
ajmpe-258	166	3	o	o	NOUN
ajmpe-258	167	1	p	p	X
ajmpe-258	167	2	h	h	NOUN
ajmpe-258	167	3	e	e	PROPN
ajmpe-258	167	4	a	a	PROPN
ajmpe-258	167	5	l	l	NOUN
ajmpe-258	167	6	t	t	NOUN
ajmpe-258	167	7	h	h	NOUN
ajmpe-258	167	8	s	s	VERB
ajmpe-258	167	9	c	c	NOUN
ajmpe-258	168	1	i	i	NOUN
ajmpe-258	168	2	e	e	PROPN
ajmpe-258	168	3	n	n	PROPN
ajmpe-258	168	4	c	c	NOUN
ajmpe-258	168	5	e	e	NOUN
ajmpe-258	168	6	s	s	NOUN
ajmpe-258	168	7	r	r	NOUN
ajmpe-258	168	8	e	e	NOUN
ajmpe-258	168	9	s	s	NOUN
ajmpe-258	168	10	e	e	NOUN
ajmpe-258	168	11	a	a	DET
ajmpe-258	168	12	r	r	NOUN
ajmpe-258	168	13	c	c	NOUN
ajmpe-258	168	14	h	h	NOUN
ajmpe-258	169	1	j	j	NOUN
ajmpe-258	169	2	o	o	X
ajmpe-258	169	3	u	u	NOUN
ajmpe-258	169	4	r	r	NOUN
ajmpe-258	169	5	n	n	ADV
ajmpe-258	169	6	a	a	DET
ajmpe-258	169	7	l	l	NOUN
ajmpe-258	169	8	|	|	ADV
ajmpe-258	169	9	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	169	10	hsdrx	hsdrx	NOUN
ajmpe-258	169	11	0.000	0.000	NUM
ajmpe-258	169	12	0.001	0.001	NUM
ajmpe-258	169	13	(	(	PUNCT
ajmpe-258	169	14	28.41	28.41	NUM
ajmpe-258	169	15	)	)	PUNCT
ajmpe-258	169	16	a	a	PRON
ajmpe-258	169	17	(	(	PUNCT
ajmpe-258	169	18	51.89	51.89	NUM
ajmpe-258	169	19	)	)	PUNCT
ajmpe-258	169	20	a	a	DET
ajmpe-258	169	21	problist	problist	NOUN
ajmpe-258	169	22	0.063	0.063	NUM
ajmpe-258	169	23	0.019	0.019	NUM
ajmpe-258	169	24	(	(	PUNCT
ajmpe-258	169	25	24.25	24.25	NUM
ajmpe-258	169	26	)	)	PUNCT
ajmpe-258	169	27	a	a	DET
ajmpe-258	169	28	(	(	PUNCT
ajmpe-258	169	29	4.16	4.16	NUM
ajmpe-258	169	30	)	)	PUNCT
ajmpe-258	169	31	b	b	NOUN
ajmpe-258	169	32	n	n	ADP
ajmpe-258	169	33	4,869	4,869	NUM
ajmpe-258	169	34	9,299	9,299	NUM
ajmpe-258	169	35	a	a	DET
ajmpe-258	169	36	two	two	NUM
ajmpe-258	169	37	-	-	PUNCT
ajmpe-258	169	38	tailed	tail	VERB
ajmpe-258	169	39	significance	significance	NOUN
ajmpe-258	169	40	at	at	ADP
ajmpe-258	169	41	<	<	X
ajmpe-258	169	42	0.01	0.01	NUM
ajmpe-258	169	43	level	level	NOUN
ajmpe-258	169	44	b	b	NOUN
ajmpe-258	169	45	two	two	NUM
ajmpe-258	169	46	-	-	PUNCT
ajmpe-258	169	47	tailed	tail	VERB
ajmpe-258	169	48	significance	significance	NOUN
ajmpe-258	169	49	at	at	ADP
ajmpe-258	169	50	<	<	X
ajmpe-258	169	51	0.05	0.05	NUM
ajmpe-258	169	52	level	level	NOUN
ajmpe-258	169	53	dependent	dependent	ADJ
ajmpe-258	169	54	variable	variable	NOUN
ajmpe-258	169	55	:	:	PUNCT
ajmpe-258	169	56	1	1	NUM
ajmpe-258	170	1	=	=	NOUN
ajmpe-258	170	2	readcp	readcp	NOUN
ajmpe-258	170	3	0	0	NUM
ajmpe-258	171	1	=	=	SYM
ajmpe-258	171	2	notreadcp	notreadcp	PROPN
ajmpe-258	171	3	nagelkerke	nagelkerke	PROPN
ajmpe-258	171	4	r	r	PROPN
ajmpe-258	171	5	square	square	NOUN
ajmpe-258	171	6	=	=	PUNCT
ajmpe-258	171	7	0.432	0.432	NUM
ajmpe-258	171	8	;	;	PUNCT
ajmpe-258	171	9	0.259	0.259	NUM
ajmpe-258	171	10	model	model	NOUN
ajmpe-258	171	11	log	log	NOUN
ajmpe-258	171	12	likelihood	likelihood	NOUN
ajmpe-258	171	13	=	=	PUNCT
ajmpe-258	171	14	4435.71	4435.71	NUM
ajmpe-258	171	15	;	;	PUNCT
ajmpe-258	171	16	7159.02	7159.02	NUM
ajmpe-258	171	17	%	%	NOUN
ajmpe-258	171	18	correctly	correctly	ADV
ajmpe-258	171	19	classified	classify	VERB
ajmpe-258	171	20	=	=	SYM
ajmpe-258	171	21	81.7	81.7	NUM
ajmpe-258	171	22	;	;	PUNCT
ajmpe-258	171	23	84.0	84.0	NUM
ajmpe-258	171	24	h2	h2	NOUN
ajmpe-258	171	25	(	(	PUNCT
ajmpe-258	171	26	null	null	NOUN
ajmpe-258	171	27	)	)	PUNCT
ajmpe-258	171	28	suggests	suggest	VERB
ajmpe-258	171	29	that	that	SCONJ
ajmpe-258	171	30	there	there	PRON
ajmpe-258	171	31	is	be	VERB
ajmpe-258	171	32	no	no	DET
ajmpe-258	171	33	statistically	statistically	ADV
ajmpe-258	171	34	significant	significant	ADJ
ajmpe-258	171	35	difference	difference	NOUN
ajmpe-258	171	36	in	in	ADP
ajmpe-258	171	37	bmi	bmi	NOUN
ajmpe-258	171	38	between	between	ADP
ajmpe-258	171	39	read	read	NOUN
ajmpe-258	171	40	and	and	CCONJ
ajmpe-258	171	41	not	not	PART
ajmpe-258	171	42	read	read	VERB
ajmpe-258	171	43	groups	group	NOUN
ajmpe-258	171	44	.	.	PUNCT
ajmpe-258	172	1	the	the	DET
ajmpe-258	172	2	coefficient	coefficient	ADJ
ajmpe-258	172	3	estimate	estimate	NOUN
ajmpe-258	172	4	for	for	ADP
ajmpe-258	172	5	the	the	DET
ajmpe-258	172	6	cash	cash	NOUN
ajmpe-258	172	7	turnover	turnover	NOUN
ajmpe-258	172	8	ratio	ratio	NOUN
ajmpe-258	172	9	is	be	AUX
ajmpe-258	172	10	-0.015	-0.015	PUNCT
ajmpe-258	172	11	and	and	CCONJ
ajmpe-258	172	12	is	be	AUX
ajmpe-258	172	13	statistically	statistically	ADV
ajmpe-258	172	14	significant	significant	ADJ
ajmpe-258	172	15	at	at	ADP
ajmpe-258	172	16	the	the	DET
ajmpe-258	172	17	0.01	0.01	NUM
ajmpe-258	172	18	level	level	NOUN
ajmpe-258	172	19	.	.	PUNCT
ajmpe-258	173	1	this	this	PRON
ajmpe-258	173	2	suggests	suggest	VERB
ajmpe-258	173	3	bmi	bmi	NOUN
ajmpe-258	173	4	values	value	NOUN
ajmpe-258	173	5	are	be	AUX
ajmpe-258	173	6	different	different	ADJ
ajmpe-258	173	7	between	between	ADP
ajmpe-258	173	8	the	the	DET
ajmpe-258	173	9	two	two	NUM
ajmpe-258	173	10	groups	group	NOUN
ajmpe-258	173	11	.	.	PUNCT
ajmpe-258	174	1	interestingly	interestingly	ADV
ajmpe-258	174	2	,	,	PUNCT
ajmpe-258	174	3	average	average	ADJ
ajmpe-258	174	4	bmi	bmi	NOUN
ajmpe-258	174	5	scores	score	NOUN
ajmpe-258	174	6	are	be	AUX
ajmpe-258	174	7	slightly	slightly	ADV
ajmpe-258	174	8	higher	high	ADJ
ajmpe-258	174	9	for	for	ADP
ajmpe-258	174	10	read	read	NOUN
ajmpe-258	174	11	group	group	NOUN
ajmpe-258	174	12	.	.	PUNCT
ajmpe-258	175	1	both	both	DET
ajmpe-258	175	2	groups	group	NOUN
ajmpe-258	175	3	are	be	AUX
ajmpe-258	175	4	somewhat	somewhat	ADV
ajmpe-258	175	5	obese	obese	ADJ
ajmpe-258	175	6	.	.	PUNCT
ajmpe-258	176	1	h3	h3	NOUN
ajmpe-258	176	2	(	(	PUNCT
ajmpe-258	176	3	null	null	NOUN
ajmpe-258	176	4	)	)	PUNCT
ajmpe-258	176	5	suggests	suggest	VERB
ajmpe-258	176	6	that	that	SCONJ
ajmpe-258	176	7	there	there	PRON
ajmpe-258	176	8	is	be	VERB
ajmpe-258	176	9	no	no	DET
ajmpe-258	176	10	statistically	statistically	ADV
ajmpe-258	176	11	significant	significant	ADJ
ajmpe-258	176	12	difference	difference	NOUN
ajmpe-258	176	13	in	in	ADP
ajmpe-258	176	14	the	the	DET
ajmpe-258	176	15	cardiac	cardiac	ADJ
ajmpe-258	176	16	events	event	NOUN
ajmpe-258	176	17	measure	measure	NOUN
ajmpe-258	176	18	between	between	ADP
ajmpe-258	176	19	read	read	NOUN
ajmpe-258	176	20	and	and	CCONJ
ajmpe-258	176	21	not	not	PART
ajmpe-258	176	22	read	read	VERB
ajmpe-258	176	23	groups	group	NOUN
ajmpe-258	176	24	.	.	PUNCT
ajmpe-258	177	1	the	the	DET
ajmpe-258	177	2	coefficient	coefficient	ADJ
ajmpe-258	177	3	estimate	estimate	NOUN
ajmpe-258	177	4	for	for	ADP
ajmpe-258	177	5	cardiac	cardiac	ADJ
ajmpe-258	177	6	events	event	NOUN
ajmpe-258	177	7	variable	variable	NOUN
ajmpe-258	177	8	is	be	AUX
ajmpe-258	177	9	1.991	1.991	NUM
ajmpe-258	177	10	and	and	CCONJ
ajmpe-258	177	11	is	be	AUX
ajmpe-258	177	12	highly	highly	ADV
ajmpe-258	177	13	statistically	statistically	ADV
ajmpe-258	177	14	significant	significant	ADJ
ajmpe-258	177	15	at	at	ADP
ajmpe-258	177	16	the	the	DET
ajmpe-258	177	17	0.0001	0.0001	NUM
ajmpe-258	177	18	level	level	NOUN
ajmpe-258	177	19	.	.	PUNCT
ajmpe-258	178	1	this	this	PRON
ajmpe-258	178	2	suggests	suggest	VERB
ajmpe-258	178	3	that	that	SCONJ
ajmpe-258	178	4	cardiac	cardiac	ADJ
ajmpe-258	178	5	events	event	NOUN
ajmpe-258	178	6	measure	measure	NOUN
ajmpe-258	178	7	is	be	AUX
ajmpe-258	178	8	significantly	significantly	ADV
ajmpe-258	178	9	different	different	ADJ
ajmpe-258	178	10	between	between	ADP
ajmpe-258	178	11	the	the	DET
ajmpe-258	178	12	two	two	NUM
ajmpe-258	178	13	groups	group	NOUN
ajmpe-258	178	14	.	.	PUNCT
ajmpe-258	179	1	read	read	VERB
ajmpe-258	179	2	patients	patient	NOUN
ajmpe-258	179	3	had	have	VERB
ajmpe-258	179	4	,	,	PUNCT
ajmpe-258	179	5	on	on	ADP
ajmpe-258	179	6	average	average	ADJ
ajmpe-258	179	7	,	,	PUNCT
ajmpe-258	179	8	much	much	ADV
ajmpe-258	179	9	higher	high	ADJ
ajmpe-258	179	10	cardiac	cardiac	ADJ
ajmpe-258	179	11	events	event	NOUN
ajmpe-258	179	12	than	than	ADP
ajmpe-258	179	13	the	the	DET
ajmpe-258	179	14	control	control	NOUN
ajmpe-258	179	15	group	group	NOUN
ajmpe-258	179	16	.	.	PUNCT
ajmpe-258	180	1	h4	h4	PROPN
ajmpe-258	180	2	(	(	PUNCT
ajmpe-258	180	3	null	null	NOUN
ajmpe-258	180	4	)	)	PUNCT
ajmpe-258	180	5	suggests	suggest	VERB
ajmpe-258	180	6	that	that	SCONJ
ajmpe-258	180	7	there	there	PRON
ajmpe-258	180	8	is	be	VERB
ajmpe-258	180	9	no	no	DET
ajmpe-258	180	10	statistically	statistically	ADV
ajmpe-258	180	11	significant	significant	ADJ
ajmpe-258	180	12	difference	difference	NOUN
ajmpe-258	180	13	in	in	ADP
ajmpe-258	180	14	length	length	NOUN
ajmpe-258	180	15	of	of	ADP
ajmpe-258	180	16	stay	stay	NOUN
ajmpe-258	180	17	between	between	ADP
ajmpe-258	180	18	read	read	NOUN
ajmpe-258	180	19	and	and	CCONJ
ajmpe-258	180	20	not	not	PART
ajmpe-258	180	21	read	read	VERB
ajmpe-258	180	22	groups	group	NOUN
ajmpe-258	180	23	.	.	PUNCT
ajmpe-258	181	1	the	the	DET
ajmpe-258	181	2	coefficient	coefficient	ADJ
ajmpe-258	181	3	estimate	estimate	NOUN
ajmpe-258	181	4	for	for	ADP
ajmpe-258	181	5	cardiac	cardiac	ADJ
ajmpe-258	181	6	events	event	NOUN
ajmpe-258	181	7	variable	variable	NOUN
ajmpe-258	181	8	is	be	AUX
ajmpe-258	181	9	-0.058	-0.058	PUNCT
ajmpe-258	181	10	and	and	CCONJ
ajmpe-258	181	11	is	be	AUX
ajmpe-258	181	12	highly	highly	ADV
ajmpe-258	181	13	statistically	statistically	ADV
ajmpe-258	181	14	significant	significant	ADJ
ajmpe-258	181	15	at	at	ADP
ajmpe-258	181	16	the	the	DET
ajmpe-258	181	17	0.001	0.001	NUM
ajmpe-258	181	18	level	level	NOUN
ajmpe-258	181	19	.	.	PUNCT
ajmpe-258	182	1	this	this	PRON
ajmpe-258	182	2	suggests	suggest	VERB
ajmpe-258	182	3	that	that	SCONJ
ajmpe-258	182	4	length	length	NOUN
ajmpe-258	182	5	of	of	ADP
ajmpe-258	182	6	stay	stay	NOUN
ajmpe-258	182	7	is	be	AUX
ajmpe-258	182	8	significantly	significantly	ADV
ajmpe-258	182	9	different	different	ADJ
ajmpe-258	182	10	between	between	ADP
ajmpe-258	182	11	the	the	DET
ajmpe-258	182	12	two	two	NUM
ajmpe-258	182	13	groups	group	NOUN
ajmpe-258	182	14	.	.	PUNCT
ajmpe-258	183	1	read	read	VERB
ajmpe-258	183	2	patients	patient	NOUN
ajmpe-258	183	3	have	have	AUX
ajmpe-258	183	4	had	have	AUX
ajmpe-258	183	5	,	,	PUNCT
ajmpe-258	183	6	on	on	ADP
ajmpe-258	183	7	average	average	ADJ
ajmpe-258	183	8	,	,	PUNCT
ajmpe-258	183	9	longer	long	ADV
ajmpe-258	183	10	stay	stay	VERB
ajmpe-258	183	11	than	than	ADP
ajmpe-258	183	12	the	the	DET
ajmpe-258	183	13	control	control	NOUN
ajmpe-258	183	14	group	group	NOUN
ajmpe-258	183	15	.	.	PUNCT
ajmpe-258	184	1	h6	h6	PROPN
ajmpe-258	184	2	(	(	PUNCT
ajmpe-258	184	3	null	null	NOUN
ajmpe-258	184	4	)	)	PUNCT
ajmpe-258	184	5	suggests	suggest	VERB
ajmpe-258	184	6	that	that	SCONJ
ajmpe-258	184	7	there	there	PRON
ajmpe-258	184	8	is	be	VERB
ajmpe-258	184	9	no	no	DET
ajmpe-258	184	10	statistically	statistically	ADV
ajmpe-258	184	11	significant	significant	ADJ
ajmpe-258	184	12	difference	difference	NOUN
ajmpe-258	184	13	in	in	ADP
ajmpe-258	184	14	the	the	DET
ajmpe-258	184	15	no	no	PROPN
ajmpe-258	184	16	shows	show	NOUN
ajmpe-258	184	17	measure	measure	NOUN
ajmpe-258	184	18	between	between	ADP
ajmpe-258	184	19	read	read	NOUN
ajmpe-258	184	20	and	and	CCONJ
ajmpe-258	184	21	not	not	PART
ajmpe-258	184	22	read	read	VERB
ajmpe-258	184	23	groups	group	NOUN
ajmpe-258	184	24	.	.	PUNCT
ajmpe-258	185	1	the	the	DET
ajmpe-258	185	2	coefficient	coefficient	ADJ
ajmpe-258	185	3	estimate	estimate	NOUN
ajmpe-258	185	4	for	for	ADP
ajmpe-258	185	5	the	the	DET
ajmpe-258	185	6	no	no	PROPN
ajmpe-258	185	7	shows	show	NOUN
ajmpe-258	185	8	variable	variable	NOUN
ajmpe-258	185	9	is	be	AUX
ajmpe-258	185	10	0.022	0.022	NUM
ajmpe-258	185	11	and	and	CCONJ
ajmpe-258	185	12	is	be	AUX
ajmpe-258	185	13	highly	highly	ADV
ajmpe-258	185	14	statistically	statistically	ADV
ajmpe-258	185	15	significant	significant	ADJ
ajmpe-258	185	16	at	at	ADP
ajmpe-258	185	17	the	the	DET
ajmpe-258	185	18	0.0001	0.0001	NUM
ajmpe-258	185	19	level	level	NOUN
ajmpe-258	185	20	.	.	PUNCT
ajmpe-258	186	1	this	this	PRON
ajmpe-258	186	2	suggests	suggest	VERB
ajmpe-258	186	3	that	that	SCONJ
ajmpe-258	186	4	no	no	DET
ajmpe-258	186	5	shows	show	NOUN
ajmpe-258	186	6	measure	measure	NOUN
ajmpe-258	186	7	is	be	AUX
ajmpe-258	186	8	significantly	significantly	ADV
ajmpe-258	186	9	different	different	ADJ
ajmpe-258	186	10	between	between	ADP
ajmpe-258	186	11	the	the	DET
ajmpe-258	186	12	two	two	NUM
ajmpe-258	186	13	groups	group	NOUN
ajmpe-258	186	14	.	.	PUNCT
ajmpe-258	187	1	read	read	VERB
ajmpe-258	187	2	patients	patient	NOUN
ajmpe-258	187	3	missed	miss	VERB
ajmpe-258	187	4	,	,	PUNCT
ajmpe-258	187	5	on	on	ADP
ajmpe-258	187	6	average	average	ADJ
ajmpe-258	187	7	,	,	PUNCT
ajmpe-258	187	8	more	more	ADJ
ajmpe-258	187	9	appointments	appointment	NOUN
ajmpe-258	187	10	than	than	ADP
ajmpe-258	187	11	the	the	DET
ajmpe-258	187	12	control	control	NOUN
ajmpe-258	187	13	group	group	NOUN
ajmpe-258	187	14	.	.	PUNCT
ajmpe-258	188	1	this	this	PRON
ajmpe-258	188	2	is	be	AUX
ajmpe-258	188	3	along	along	ADP
ajmpe-258	188	4	the	the	DET
ajmpe-258	188	5	expected	expect	VERB
ajmpe-258	188	6	lines	line	NOUN
ajmpe-258	188	7	.	.	PUNCT
ajmpe-258	189	1	h7	h7	PROPN
ajmpe-258	189	2	(	(	PUNCT
ajmpe-258	189	3	null	null	NOUN
ajmpe-258	189	4	)	)	PUNCT
ajmpe-258	189	5	suggests	suggest	VERB
ajmpe-258	189	6	that	that	SCONJ
ajmpe-258	189	7	there	there	PRON
ajmpe-258	189	8	is	be	VERB
ajmpe-258	189	9	no	no	DET
ajmpe-258	189	10	statistically	statistically	ADV
ajmpe-258	189	11	significant	significant	ADJ
ajmpe-258	189	12	difference	difference	NOUN
ajmpe-258	189	13	in	in	ADP
ajmpe-258	189	14	the	the	DET
ajmpe-258	189	15	hsd	hsd	NOUN
ajmpe-258	189	16	rx	rx	VERB
ajmpe-258	189	17	measure	measure	NOUN
ajmpe-258	189	18	between	between	ADP
ajmpe-258	189	19	read	read	NOUN
ajmpe-258	189	20	and	and	CCONJ
ajmpe-258	189	21	not	not	PART
ajmpe-258	189	22	read	read	VERB
ajmpe-258	189	23	groups	group	NOUN
ajmpe-258	189	24	.	.	PUNCT
ajmpe-258	190	1	the	the	DET
ajmpe-258	190	2	coefficient	coefficient	NOUN
ajmpe-258	190	3	estimate	estimate	NOUN
ajmpe-258	190	4	for	for	ADP
ajmpe-258	190	5	hsd	hsd	NOUN
ajmpe-258	190	6	rx	rx	X
ajmpe-258	190	7	variable	variable	NOUN
ajmpe-258	190	8	is	be	AUX
ajmpe-258	190	9	0.0001	0.0001	NUM
ajmpe-258	190	10	and	and	CCONJ
ajmpe-258	190	11	is	be	AUX
ajmpe-258	190	12	highly	highly	ADV
ajmpe-258	190	13	statistically	statistically	ADV
ajmpe-258	190	14	significant	significant	ADJ
ajmpe-258	190	15	at	at	ADP
ajmpe-258	190	16	the	the	DET
ajmpe-258	190	17	0.0001	0.0001	NUM
ajmpe-258	190	18	level	level	NOUN
ajmpe-258	190	19	.	.	PUNCT
ajmpe-258	191	1	this	this	PRON
ajmpe-258	191	2	suggests	suggest	VERB
ajmpe-258	191	3	that	that	SCONJ
ajmpe-258	191	4	number	number	NOUN
ajmpe-258	191	5	of	of	ADP
ajmpe-258	191	6	prescriptions	prescription	NOUN
ajmpe-258	191	7	measure	measure	NOUN
ajmpe-258	191	8	is	be	AUX
ajmpe-258	191	9	significantly	significantly	ADV
ajmpe-258	191	10	different	different	ADJ
ajmpe-258	191	11	between	between	ADP
ajmpe-258	191	12	the	the	DET
ajmpe-258	191	13	two	two	NUM
ajmpe-258	191	14	groups	group	NOUN
ajmpe-258	191	15	.	.	PUNCT
ajmpe-258	192	1	read	read	VERB
ajmpe-258	192	2	patients	patient	NOUN
ajmpe-258	192	3	had	have	VERB
ajmpe-258	192	4	,	,	PUNCT
ajmpe-258	192	5	on	on	ADP
ajmpe-258	192	6	average	average	ADJ
ajmpe-258	192	7	,	,	PUNCT
ajmpe-258	192	8	many	many	ADJ
ajmpe-258	192	9	more	more	ADJ
ajmpe-258	192	10	prescriptions	prescription	NOUN
ajmpe-258	192	11	than	than	ADP
ajmpe-258	192	12	the	the	DET
ajmpe-258	192	13	control	control	NOUN
ajmpe-258	192	14	group	group	NOUN
ajmpe-258	192	15	.	.	PUNCT
ajmpe-258	193	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	193	2	top	top	ADJ
ajmpe-258	193	3	health	health	PROPN
ajmpe-258	193	4	sciences	sciences	PROPN
ajmpe-258	193	5	research	research	PROPN
ajmpe-258	193	6	journal	journal	PROPN
ajmpe-258	193	7	vol.7	vol.7	PROPN
ajmpe-258	193	8	,	,	PUNCT
ajmpe-258	193	9	issue	issue	NOUN
ajmpe-258	193	10	1	1	NUM
ajmpe-258	193	11	;	;	PUNCT
ajmpe-258	193	12	january	january	PROPN
ajmpe-258	193	13	-	-	PUNCT
ajmpe-258	193	14	febuary	febuary	PROPN
ajmpe-258	193	15	2022	2022	NUM
ajmpe-258	193	16	;	;	PUNCT
ajmpe-258	193	17	1252	1252	NUM
ajmpe-258	193	18	columbia	columbia	PROPN
ajmpe-258	193	19	rd	rd	PROPN
ajmpe-258	193	20	nw	nw	PROPN
ajmpe-258	193	21	,	,	PUNCT
ajmpe-258	193	22	washington	washington	PROPN
ajmpe-258	193	23	dc	dc	PROPN
ajmpe-258	193	24	,	,	PUNCT
ajmpe-258	193	25	united	united	PROPN
ajmpe-258	193	26	states	states	PROPN
ajmpe-258	193	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	193	28	;	;	PUNCT
ajmpe-258	193	29	mail	mail	NOUN
ajmpe-258	193	30	:	:	PUNCT
ajmpe-258	193	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	194	1	9	9	NUM
ajmpe-258	195	1	|	|	ADV
ajmpe-258	195	2	t	t	X
ajmpe-258	195	3	o	o	NOUN
ajmpe-258	196	1	p	p	X
ajmpe-258	196	2	h	h	NOUN
ajmpe-258	196	3	e	e	PROPN
ajmpe-258	196	4	a	a	PROPN
ajmpe-258	196	5	l	l	NOUN
ajmpe-258	196	6	t	t	NOUN
ajmpe-258	196	7	h	h	NOUN
ajmpe-258	196	8	s	s	VERB
ajmpe-258	196	9	c	c	NOUN
ajmpe-258	197	1	i	i	NOUN
ajmpe-258	197	2	e	e	PROPN
ajmpe-258	197	3	n	n	PROPN
ajmpe-258	197	4	c	c	NOUN
ajmpe-258	197	5	e	e	NOUN
ajmpe-258	197	6	s	s	NOUN
ajmpe-258	197	7	r	r	NOUN
ajmpe-258	197	8	e	e	NOUN
ajmpe-258	197	9	s	s	NOUN
ajmpe-258	197	10	e	e	NOUN
ajmpe-258	197	11	a	a	DET
ajmpe-258	197	12	r	r	NOUN
ajmpe-258	197	13	c	c	NOUN
ajmpe-258	197	14	h	h	NOUN
ajmpe-258	198	1	j	j	NOUN
ajmpe-258	198	2	o	o	X
ajmpe-258	198	3	u	u	NOUN
ajmpe-258	198	4	r	r	NOUN
ajmpe-258	198	5	n	n	ADV
ajmpe-258	198	6	a	a	DET
ajmpe-258	198	7	l	l	NOUN
ajmpe-258	199	1	|	|	NOUN
ajmpe-258	199	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	199	3	h8	h8	PROPN
ajmpe-258	199	4	(	(	PUNCT
ajmpe-258	199	5	null	null	NOUN
ajmpe-258	199	6	)	)	PUNCT
ajmpe-258	199	7	suggests	suggest	VERB
ajmpe-258	199	8	that	that	SCONJ
ajmpe-258	199	9	there	there	PRON
ajmpe-258	199	10	is	be	VERB
ajmpe-258	199	11	no	no	DET
ajmpe-258	199	12	statistically	statistically	ADV
ajmpe-258	199	13	significant	significant	ADJ
ajmpe-258	199	14	difference	difference	NOUN
ajmpe-258	199	15	in	in	ADP
ajmpe-258	199	16	the	the	DET
ajmpe-258	199	17	problem	problem	NOUN
ajmpe-258	199	18	list	list	NOUN
ajmpe-258	199	19	measure	measure	NOUN
ajmpe-258	199	20	between	between	ADP
ajmpe-258	199	21	read	read	NOUN
ajmpe-258	199	22	and	and	CCONJ
ajmpe-258	199	23	not	not	PART
ajmpe-258	199	24	read	read	VERB
ajmpe-258	199	25	groups	group	NOUN
ajmpe-258	199	26	.	.	PUNCT
ajmpe-258	200	1	the	the	DET
ajmpe-258	200	2	coefficient	coefficient	ADJ
ajmpe-258	200	3	estimate	estimate	NOUN
ajmpe-258	200	4	for	for	ADP
ajmpe-258	200	5	the	the	DET
ajmpe-258	200	6	problem	problem	NOUN
ajmpe-258	200	7	list	list	NOUN
ajmpe-258	200	8	variable	variable	NOUN
ajmpe-258	200	9	is	be	AUX
ajmpe-258	200	10	0.063	0.063	NUM
ajmpe-258	200	11	and	and	CCONJ
ajmpe-258	200	12	is	be	AUX
ajmpe-258	200	13	highly	highly	ADV
ajmpe-258	200	14	statistically	statistically	ADV
ajmpe-258	200	15	significant	significant	ADJ
ajmpe-258	200	16	at	at	ADP
ajmpe-258	200	17	the	the	DET
ajmpe-258	200	18	0.0001	0.0001	NUM
ajmpe-258	200	19	level	level	NOUN
ajmpe-258	200	20	.	.	PUNCT
ajmpe-258	201	1	this	this	PRON
ajmpe-258	201	2	suggests	suggest	VERB
ajmpe-258	201	3	that	that	SCONJ
ajmpe-258	201	4	the	the	DET
ajmpe-258	201	5	problem	problem	NOUN
ajmpe-258	201	6	list	list	NOUN
ajmpe-258	201	7	measure	measure	NOUN
ajmpe-258	201	8	is	be	AUX
ajmpe-258	201	9	significantly	significantly	ADV
ajmpe-258	201	10	different	different	ADJ
ajmpe-258	201	11	between	between	ADP
ajmpe-258	201	12	the	the	DET
ajmpe-258	201	13	two	two	NUM
ajmpe-258	201	14	groups	group	NOUN
ajmpe-258	201	15	.	.	PUNCT
ajmpe-258	202	1	read	read	VERB
ajmpe-258	202	2	patients	patient	NOUN
ajmpe-258	202	3	had	have	VERB
ajmpe-258	202	4	,	,	PUNCT
ajmpe-258	202	5	on	on	ADP
ajmpe-258	202	6	average	average	ADJ
ajmpe-258	202	7	,	,	PUNCT
ajmpe-258	202	8	many	many	ADJ
ajmpe-258	202	9	more	more	ADJ
ajmpe-258	202	10	health	health	NOUN
ajmpe-258	202	11	problems	problem	NOUN
ajmpe-258	202	12	listed	list	VERB
ajmpe-258	202	13	than	than	ADP
ajmpe-258	202	14	the	the	DET
ajmpe-258	202	15	control	control	NOUN
ajmpe-258	202	16	group	group	NOUN
ajmpe-258	202	17	.	.	PUNCT
ajmpe-258	203	1	this	this	PRON
ajmpe-258	203	2	is	be	AUX
ajmpe-258	203	3	called	call	VERB
ajmpe-258	203	4	comorbid	comorbid	NOUN
ajmpe-258	203	5	illnesses	illness	NOUN
ajmpe-258	203	6	in	in	ADP
ajmpe-258	203	7	the	the	DET
ajmpe-258	203	8	literature	literature	NOUN
ajmpe-258	203	9	and	and	CCONJ
ajmpe-258	203	10	has	have	AUX
ajmpe-258	203	11	been	be	AUX
ajmpe-258	203	12	significant	significant	ADJ
ajmpe-258	203	13	in	in	ADP
ajmpe-258	203	14	predicting	predict	VERB
ajmpe-258	203	15	readmission	readmission	NOUN
ajmpe-258	203	16	in	in	ADP
ajmpe-258	203	17	prior	prior	ADJ
ajmpe-258	203	18	literature	literature	NOUN
ajmpe-258	203	19	.	.	PUNCT
ajmpe-258	204	1	5.2	5.2	NUM
ajmpe-258	204	2	classification	classification	NOUN
ajmpe-258	204	3	by	by	ADP
ajmpe-258	204	4	multivariate	multivariate	NOUN
ajmpe-258	204	5	models	model	NOUN
ajmpe-258	204	6	o'leary	o'leary	PROPN
ajmpe-258	204	7	(	(	PUNCT
ajmpe-258	204	8	1987	1987	NUM
ajmpe-258	204	9	)	)	PUNCT
ajmpe-258	204	10	recommends	recommend	VERB
ajmpe-258	204	11	validating	validate	VERB
ajmpe-258	204	12	decision	decision	NOUN
ajmpe-258	204	13	support	support	NOUN
ajmpe-258	204	14	systems	system	NOUN
ajmpe-258	204	15	(	(	PUNCT
ajmpe-258	204	16	alternatively	alternatively	ADV
ajmpe-258	204	17	risk	risk	VERB
ajmpe-258	204	18	score	score	NOUN
ajmpe-258	204	19	algorithms	algorithm	NOUN
ajmpe-258	204	20	)	)	PUNCT
ajmpe-258	204	21	against	against	ADP
ajmpe-258	204	22	other	other	ADJ
ajmpe-258	204	23	statistical	statistical	ADJ
ajmpe-258	204	24	models	model	NOUN
ajmpe-258	204	25	,	,	PUNCT
ajmpe-258	204	26	if	if	SCONJ
ajmpe-258	204	27	tests	test	NOUN
ajmpe-258	204	28	against	against	ADP
ajmpe-258	204	29	human	human	ADJ
ajmpe-258	204	30	experts	expert	NOUN
ajmpe-258	204	31	are	be	AUX
ajmpe-258	204	32	very	very	ADV
ajmpe-258	204	33	expensive	expensive	ADJ
ajmpe-258	204	34	.	.	PUNCT
ajmpe-258	205	1	first	first	ADV
ajmpe-258	205	2	,	,	PUNCT
ajmpe-258	205	3	the	the	DET
ajmpe-258	205	4	multiple	multiple	ADJ
ajmpe-258	205	5	discriminant	discriminant	ADJ
ajmpe-258	205	6	analysis	analysis	NOUN
ajmpe-258	205	7	model	model	NOUN
ajmpe-258	205	8	is	be	AUX
ajmpe-258	205	9	employed	employ	VERB
ajmpe-258	205	10	in	in	ADP
ajmpe-258	205	11	this	this	DET
ajmpe-258	205	12	study	study	NOUN
ajmpe-258	205	13	as	as	ADP
ajmpe-258	205	14	a	a	DET
ajmpe-258	205	15	content	content	NOUN
ajmpe-258	205	16	validation	validation	NOUN
ajmpe-258	205	17	tool	tool	NOUN
ajmpe-258	205	18	to	to	PART
ajmpe-258	205	19	evaluate	evaluate	VERB
ajmpe-258	205	20	the	the	DET
ajmpe-258	205	21	risk	risk	NOUN
ajmpe-258	205	22	score	score	NOUN
ajmpe-258	205	23	.	.	PUNCT
ajmpe-258	206	1	the	the	DET
ajmpe-258	206	2	purpose	purpose	NOUN
ajmpe-258	206	3	of	of	ADP
ajmpe-258	206	4	discriminant	discriminant	ADJ
ajmpe-258	206	5	analysis	analysis	NOUN
ajmpe-258	206	6	(	(	PUNCT
ajmpe-258	206	7	da	da	NOUN
ajmpe-258	206	8	)	)	PUNCT
ajmpe-258	206	9	is	be	AUX
ajmpe-258	206	10	to	to	PART
ajmpe-258	206	11	find	find	VERB
ajmpe-258	206	12	the	the	DET
ajmpe-258	206	13	linear	linear	ADJ
ajmpe-258	206	14	combination	combination	NOUN
ajmpe-258	206	15	of	of	ADP
ajmpe-258	206	16	risk	risk	NOUN
ajmpe-258	206	17	factors	factor	NOUN
ajmpe-258	206	18	that	that	PRON
ajmpe-258	206	19	best	good	ADJ
ajmpe-258	206	20	discriminates	discriminate	VERB
ajmpe-258	206	21	between	between	ADP
ajmpe-258	206	22	groups	group	NOUN
ajmpe-258	206	23	that	that	PRON
ajmpe-258	206	24	are	be	AUX
ajmpe-258	206	25	partitioned	partition	VERB
ajmpe-258	206	26	.	.	PUNCT
ajmpe-258	207	1	da	da	X
ajmpe-258	207	2	is	be	AUX
ajmpe-258	207	3	often	often	ADV
ajmpe-258	207	4	applied	apply	VERB
ajmpe-258	207	5	to	to	ADP
ajmpe-258	207	6	problems	problem	NOUN
ajmpe-258	207	7	where	where	SCONJ
ajmpe-258	207	8	the	the	DET
ajmpe-258	207	9	dependent	dependent	ADJ
ajmpe-258	207	10	variable	variable	NOUN
ajmpe-258	207	11	is	be	AUX
ajmpe-258	207	12	dichotomous	dichotomous	ADJ
ajmpe-258	207	13	.	.	PUNCT
ajmpe-258	208	1	da	da	PROPN
ajmpe-258	208	2	classifies	classify	VERB
ajmpe-258	208	3	entries	entry	NOUN
ajmpe-258	208	4	into	into	ADP
ajmpe-258	208	5	mutually	mutually	ADV
ajmpe-258	208	6	exclusive	exclusive	ADJ
ajmpe-258	208	7	groups	group	NOUN
ajmpe-258	208	8	by	by	ADP
ajmpe-258	208	9	maximizing	maximize	VERB
ajmpe-258	208	10	the	the	DET
ajmpe-258	208	11	inter	inter	NOUN
ajmpe-258	208	12	-	-	NOUN
ajmpe-258	208	13	group	group	NOUN
ajmpe-258	208	14	to	to	ADP
ajmpe-258	208	15	intra	intra	ADJ
ajmpe-258	208	16	-	-	PROPN
ajmpe-258	208	17	group	group	NOUN
ajmpe-258	208	18	variance	variance	NOUN
ajmpe-258	208	19	-	-	NOUN
ajmpe-258	208	20	covariance	covariance	NOUN
ajmpe-258	208	21	from	from	ADP
ajmpe-258	208	22	a	a	DET
ajmpe-258	208	23	set	set	NOUN
ajmpe-258	208	24	of	of	ADP
ajmpe-258	208	25	predictor	predictor	NOUN
ajmpe-258	208	26	variables	variable	NOUN
ajmpe-258	208	27	.	.	PUNCT
ajmpe-258	209	1	conventional	conventional	ADJ
ajmpe-258	209	2	statistical	statistical	ADJ
ajmpe-258	209	3	methods	method	NOUN
ajmpe-258	209	4	such	such	ADJ
ajmpe-258	209	5	as	as	ADP
ajmpe-258	209	6	da	da	ADJ
ajmpe-258	209	7	and	and	CCONJ
ajmpe-258	209	8	logistic	logistic	ADJ
ajmpe-258	209	9	regression	regression	NOUN
ajmpe-258	209	10	(	(	PUNCT
ajmpe-258	209	11	logit	logit	PROPN
ajmpe-258	209	12	)	)	PUNCT
ajmpe-258	209	13	attempt	attempt	NOUN
ajmpe-258	209	14	to	to	PART
ajmpe-258	209	15	arrive	arrive	VERB
ajmpe-258	209	16	at	at	ADP
ajmpe-258	209	17	group	group	NOUN
ajmpe-258	209	18	separation	separation	NOUN
ajmpe-258	209	19	by	by	ADP
ajmpe-258	209	20	simultaneously	simultaneously	ADV
ajmpe-258	209	21	considering	consider	VERB
ajmpe-258	209	22	all	all	DET
ajmpe-258	209	23	attributes	attribute	NOUN
ajmpe-258	209	24	.	.	PUNCT
ajmpe-258	210	1	the	the	DET
ajmpe-258	210	2	discriminant	discriminant	ADJ
ajmpe-258	210	3	analysis	analysis	NOUN
ajmpe-258	210	4	results	result	NOUN
ajmpe-258	210	5	are	be	AUX
ajmpe-258	210	6	described	describe	VERB
ajmpe-258	210	7	in	in	ADP
ajmpe-258	210	8	table	table	NOUN
ajmpe-258	210	9	5	5	NUM
ajmpe-258	210	10	.	.	PUNCT
ajmpe-258	211	1	the	the	DET
ajmpe-258	211	2	canonical	canonical	ADJ
ajmpe-258	211	3	correlation	correlation	NOUN
ajmpe-258	211	4	for	for	ADP
ajmpe-258	211	5	the	the	DET
ajmpe-258	211	6	discriminant	discriminant	NOUN
ajmpe-258	211	7	function	function	NOUN
ajmpe-258	211	8	is	be	AUX
ajmpe-258	211	9	0.535	0.535	NUM
ajmpe-258	211	10	,	,	PUNCT
ajmpe-258	211	11	and	and	CCONJ
ajmpe-258	211	12	the	the	DET
ajmpe-258	211	13	chi	chi	ADJ
ajmpe-258	211	14	-	-	PUNCT
ajmpe-258	211	15	square	square	ADJ
ajmpe-258	211	16	statistic	statistic	NOUN
ajmpe-258	211	17	is	be	AUX
ajmpe-258	211	18	1639.51	1639.51	NUM
ajmpe-258	211	19	suggesting	suggest	VERB
ajmpe-258	211	20	significance	significance	NOUN
ajmpe-258	211	21	at	at	ADP
ajmpe-258	211	22	p=0.0001	p=0.0001	NOUN
ajmpe-258	211	23	level	level	NOUN
ajmpe-258	211	24	.	.	PUNCT
ajmpe-258	212	1	the	the	DET
ajmpe-258	212	2	relation	relation	NOUN
ajmpe-258	212	3	between	between	ADP
ajmpe-258	212	4	hospital	hospital	NOUN
ajmpe-258	212	5	readmissions	readmission	NOUN
ajmpe-258	212	6	and	and	CCONJ
ajmpe-258	212	7	the	the	DET
ajmpe-258	212	8	risk	risk	NOUN
ajmpe-258	212	9	factors	factor	NOUN
ajmpe-258	212	10	that	that	PRON
ajmpe-258	212	11	are	be	AUX
ajmpe-258	212	12	contained	contain	VERB
ajmpe-258	212	13	in	in	ADP
ajmpe-258	212	14	the	the	DET
ajmpe-258	212	15	model	model	NOUN
ajmpe-258	212	16	appears	appear	VERB
ajmpe-258	212	17	to	to	PART
ajmpe-258	212	18	be	be	AUX
ajmpe-258	212	19	strong	strong	ADJ
ajmpe-258	212	20	.	.	PUNCT
ajmpe-258	213	1	wilk	wilk	PROPN
ajmpe-258	213	2	's	's	PART
ajmpe-258	213	3	lambda	lambda	NOUN
ajmpe-258	213	4	,	,	PUNCT
ajmpe-258	213	5	a	a	DET
ajmpe-258	213	6	measure	measure	NOUN
ajmpe-258	213	7	of	of	ADP
ajmpe-258	213	8	residual	residual	ADJ
ajmpe-258	213	9	discrimination	discrimination	NOUN
ajmpe-258	213	10	,	,	PUNCT
ajmpe-258	213	11	is	be	AUX
ajmpe-258	213	12	0.724	0.724	NUM
ajmpe-258	213	13	and	and	CCONJ
ajmpe-258	213	14	suggests	suggest	VERB
ajmpe-258	213	15	that	that	SCONJ
ajmpe-258	213	16	other	other	ADJ
ajmpe-258	213	17	factors	factor	NOUN
ajmpe-258	213	18	outside	outside	ADP
ajmpe-258	213	19	the	the	DET
ajmpe-258	213	20	model	model	NOUN
ajmpe-258	213	21	may	may	AUX
ajmpe-258	213	22	also	also	ADV
ajmpe-258	213	23	influence	influence	VERB
ajmpe-258	213	24	readmissions	readmission	NOUN
ajmpe-258	213	25	.	.	PUNCT
ajmpe-258	214	1	however	however	ADV
ajmpe-258	214	2	,	,	PUNCT
ajmpe-258	214	3	to	to	ADP
ajmpe-258	214	4	an	an	DET
ajmpe-258	214	5	extent	extent	NOUN
ajmpe-258	214	6	,	,	PUNCT
ajmpe-258	214	7	it	it	PRON
ajmpe-258	214	8	is	be	AUX
ajmpe-258	214	9	not	not	PART
ajmpe-258	214	10	critical	critical	ADJ
ajmpe-258	214	11	to	to	PART
ajmpe-258	214	12	include	include	VERB
ajmpe-258	214	13	every	every	DET
ajmpe-258	214	14	variable	variable	NOUN
ajmpe-258	214	15	that	that	PRON
ajmpe-258	214	16	might	might	AUX
ajmpe-258	214	17	be	be	AUX
ajmpe-258	214	18	significant	significant	ADJ
ajmpe-258	214	19	for	for	ADP
ajmpe-258	214	20	the	the	DET
ajmpe-258	214	21	purpose	purpose	NOUN
ajmpe-258	214	22	of	of	ADP
ajmpe-258	214	23	our	our	PRON
ajmpe-258	214	24	study	study	NOUN
ajmpe-258	214	25	.	.	PUNCT
ajmpe-258	215	1	this	this	PRON
ajmpe-258	215	2	is	be	AUX
ajmpe-258	215	3	because	because	SCONJ
ajmpe-258	215	4	,	,	PUNCT
ajmpe-258	215	5	adding	add	VERB
ajmpe-258	215	6	every	every	DET
ajmpe-258	215	7	variable	variable	NOUN
ajmpe-258	215	8	to	to	ADP
ajmpe-258	215	9	the	the	DET
ajmpe-258	215	10	model	model	NOUN
ajmpe-258	215	11	will	will	AUX
ajmpe-258	215	12	complicate	complicate	VERB
ajmpe-258	215	13	the	the	DET
ajmpe-258	215	14	model	model	NOUN
ajmpe-258	215	15	,	,	PUNCT
ajmpe-258	215	16	make	make	VERB
ajmpe-258	215	17	it	it	PRON
ajmpe-258	215	18	less	less	ADV
ajmpe-258	215	19	parsimonious	parsimonious	ADJ
ajmpe-258	215	20	,	,	PUNCT
ajmpe-258	215	21	and	and	CCONJ
ajmpe-258	215	22	impractical	impractical	ADJ
ajmpe-258	215	23	to	to	PART
ajmpe-258	215	24	use	use	VERB
ajmpe-258	215	25	.	.	PUNCT
ajmpe-258	216	1	table	table	NOUN
ajmpe-258	216	2	5	5	NUM
ajmpe-258	216	3	:	:	PUNCT
ajmpe-258	216	4	discriminant	discriminant	ADJ
ajmpe-258	216	5	analysis	analysis	NOUN
ajmpe-258	216	6	results	result	VERB
ajmpe-258	216	7	panel	panel	NOUN
ajmpe-258	216	8	a	a	DET
ajmpe-258	216	9	:	:	PUNCT
ajmpe-258	216	10	da	da	ADJ
ajmpe-258	216	11	:	:	PUNCT
ajmpe-258	216	12	training	training	NOUN
ajmpe-258	216	13	sample	sample	NOUN
ajmpe-258	216	14	results	result	VERB
ajmpe-258	216	15	classification	classification	NOUN
ajmpe-258	216	16	matrix	matrix	NOUN
ajmpe-258	216	17	predicted	predict	VERB
ajmpe-258	216	18	group	group	NOUN
ajmpe-258	217	1	total	total	ADJ
ajmpe-258	217	2	actual	actual	ADJ
ajmpe-258	217	3	group	group	NOUN
ajmpe-258	217	4	%	%	NOUN
ajmpe-258	217	5	correct	correct	ADJ
ajmpe-258	217	6	notreadcp	notreadcp	ADJ
ajmpe-258	217	7	readcp	readcp	NOUN
ajmpe-258	217	8	notreadcp	notreadcp	PROPN
ajmpe-258	217	9	88.9	88.9	NUM
ajmpe-258	217	10	%	%	NOUN
ajmpe-258	217	11	2845	2845	NUM
ajmpe-258	217	12	355	355	NUM
ajmpe-258	217	13	3200	3200	NUM
ajmpe-258	217	14	readcp	readcp	NOUN
ajmpe-258	217	15	64.9	64.9	NUM
ajmpe-258	217	16	%	%	NOUN
ajmpe-258	217	17	586	586	NUM
ajmpe-258	217	18	1083	1083	NUM
ajmpe-258	217	19	1669	1669	NUM
ajmpe-258	217	20	type	type	NOUN
ajmpe-258	217	21	i	i	PRON
ajmpe-258	217	22	error	error	NOUN
ajmpe-258	217	23	:	:	PUNCT
ajmpe-258	217	24	11.1	11.1	NUM
ajmpe-258	217	25	%	%	NOUN
ajmpe-258	217	26	*	*	PUNCT
ajmpe-258	217	27	*	*	PROPN
ajmpe-258	217	28	type	type	PROPN
ajmpe-258	217	29	ii	ii	NOUN
ajmpe-258	217	30	error	error	NOUN
ajmpe-258	217	31	:	:	PUNCT
ajmpe-258	217	32	35.1	35.1	NUM
ajmpe-258	217	33	%	%	NOUN
ajmpe-258	217	34	panel	panel	NOUN
ajmpe-258	217	35	b	b	NOUN
ajmpe-258	217	36	:	:	PUNCT
ajmpe-258	217	37	da	da	ADJ
ajmpe-258	217	38	:	:	PUNCT
ajmpe-258	217	39	holdout	holdout	NOUN
ajmpe-258	217	40	sample	sample	NOUN
ajmpe-258	217	41	results	result	VERB
ajmpe-258	217	42	classification	classification	NOUN
ajmpe-258	217	43	matrix	matrix	NOUN
ajmpe-258	217	44	predicted	predict	VERB
ajmpe-258	217	45	group	group	NOUN
ajmpe-258	217	46	total	total	ADJ
ajmpe-258	217	47	actual	actual	ADJ
ajmpe-258	217	48	group	group	NOUN
ajmpe-258	217	49	%	%	NOUN
ajmpe-258	217	50	correct	correct	ADJ
ajmpe-258	217	51	notreadcp	notreadcp	ADJ
ajmpe-258	217	52	readcp	readcp	NOUN
ajmpe-258	217	53	notreadcp	notreadcp	PROPN
ajmpe-258	217	54	90.6	90.6	NUM
ajmpe-258	217	55	%	%	NOUN
ajmpe-258	217	56	705	705	NUM
ajmpe-258	217	57	73	73	NUM
ajmpe-258	217	58	778	778	NUM
ajmpe-258	217	59	readcp	readcp	NOUN
ajmpe-258	217	60	66.9	66.9	NUM
ajmpe-258	217	61	%	%	NOUN
ajmpe-258	217	62	138	138	NUM
ajmpe-258	217	63	279	279	NUM
ajmpe-258	217	64	417	417	NUM
ajmpe-258	217	65	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	217	66	top	top	ADJ
ajmpe-258	217	67	health	health	PROPN
ajmpe-258	217	68	sciences	sciences	PROPN
ajmpe-258	217	69	research	research	PROPN
ajmpe-258	217	70	journal	journal	PROPN
ajmpe-258	217	71	vol.7	vol.7	PROPN
ajmpe-258	217	72	,	,	PUNCT
ajmpe-258	217	73	issue	issue	NOUN
ajmpe-258	217	74	1	1	NUM
ajmpe-258	217	75	;	;	PUNCT
ajmpe-258	217	76	january	january	PROPN
ajmpe-258	217	77	-	-	PUNCT
ajmpe-258	217	78	febuary	febuary	PROPN
ajmpe-258	217	79	2022	2022	NUM
ajmpe-258	217	80	;	;	PUNCT
ajmpe-258	217	81	1252	1252	NUM
ajmpe-258	217	82	columbia	columbia	PROPN
ajmpe-258	217	83	rd	rd	PROPN
ajmpe-258	217	84	nw	nw	PROPN
ajmpe-258	217	85	,	,	PUNCT
ajmpe-258	217	86	washington	washington	PROPN
ajmpe-258	217	87	dc	dc	PROPN
ajmpe-258	217	88	,	,	PUNCT
ajmpe-258	217	89	united	united	PROPN
ajmpe-258	217	90	states	states	PROPN
ajmpe-258	217	91	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	217	92	;	;	PUNCT
ajmpe-258	217	93	mail	mail	NOUN
ajmpe-258	217	94	:	:	PUNCT
ajmpe-258	217	95	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	218	1	10	10	NUM
ajmpe-258	219	1	|	|	ADV
ajmpe-258	219	2	t	t	X
ajmpe-258	219	3	o	o	NOUN
ajmpe-258	220	1	p	p	X
ajmpe-258	220	2	h	h	NOUN
ajmpe-258	220	3	e	e	PROPN
ajmpe-258	220	4	a	a	PROPN
ajmpe-258	220	5	l	l	NOUN
ajmpe-258	220	6	t	t	NOUN
ajmpe-258	220	7	h	h	NOUN
ajmpe-258	220	8	s	s	VERB
ajmpe-258	220	9	c	c	NOUN
ajmpe-258	221	1	i	i	NOUN
ajmpe-258	221	2	e	e	PROPN
ajmpe-258	221	3	n	n	PROPN
ajmpe-258	221	4	c	c	NOUN
ajmpe-258	221	5	e	e	NOUN
ajmpe-258	221	6	s	s	NOUN
ajmpe-258	221	7	r	r	NOUN
ajmpe-258	221	8	e	e	NOUN
ajmpe-258	221	9	s	s	NOUN
ajmpe-258	221	10	e	e	NOUN
ajmpe-258	221	11	a	a	DET
ajmpe-258	221	12	r	r	NOUN
ajmpe-258	221	13	c	c	NOUN
ajmpe-258	221	14	h	h	NOUN
ajmpe-258	222	1	j	j	NOUN
ajmpe-258	222	2	o	o	X
ajmpe-258	222	3	u	u	NOUN
ajmpe-258	222	4	r	r	NOUN
ajmpe-258	222	5	n	n	ADV
ajmpe-258	222	6	a	a	DET
ajmpe-258	222	7	l	l	NOUN
ajmpe-258	222	8	|	|	NOUN
ajmpe-258	222	9	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	222	10	type	type	NOUN
ajmpe-258	222	11	i	i	PRON
ajmpe-258	222	12	error	error	NOUN
ajmpe-258	222	13	:	:	PUNCT
ajmpe-258	222	14	9.4	9.4	NUM
ajmpe-258	222	15	%	%	NOUN
ajmpe-258	222	16	*	*	PUNCT
ajmpe-258	222	17	*	*	PROPN
ajmpe-258	222	18	type	type	PROPN
ajmpe-258	222	19	ii	ii	NOUN
ajmpe-258	222	20	error	error	NOUN
ajmpe-258	222	21	:	:	PUNCT
ajmpe-258	222	22	33.1	33.1	NUM
ajmpe-258	222	23	%	%	NOUN
ajmpe-258	222	24	*	*	PUNCT
ajmpe-258	222	25	*	*	PUNCT
ajmpe-258	222	26	type	type	NOUN
ajmpe-258	222	27	i	i	PROPN
ajmpe-258	222	28	(	(	PUNCT
ajmpe-258	222	29	ii	ii	NOUN
ajmpe-258	222	30	)	)	PUNCT
ajmpe-258	222	31	error	error	NOUN
ajmpe-258	222	32	is	be	AUX
ajmpe-258	222	33	defined	define	VERB
ajmpe-258	222	34	as	as	ADP
ajmpe-258	222	35	the	the	DET
ajmpe-258	222	36	percentage	percentage	NOUN
ajmpe-258	222	37	of	of	ADP
ajmpe-258	222	38	notreadcp	notreadcp	ADJ
ajmpe-258	222	39	(	(	PUNCT
ajmpe-258	222	40	readcp	readcp	PROPN
ajmpe-258	222	41	)	)	PUNCT
ajmpe-258	222	42	patients	patient	NOUN
ajmpe-258	222	43	that	that	PRON
ajmpe-258	222	44	were	be	AUX
ajmpe-258	222	45	classified	classify	VERB
ajmpe-258	222	46	as	as	ADP
ajmpe-258	222	47	readcp	readcp	NOUN
ajmpe-258	222	48	(	(	PUNCT
ajmpe-258	222	49	notreadcp	notreadcp	ADJ
ajmpe-258	222	50	)	)	PUNCT
ajmpe-258	222	51	patients	patient	NOUN
ajmpe-258	222	52	.	.	PUNCT
ajmpe-258	223	1	table	table	NOUN
ajmpe-258	223	2	4	4	NUM
ajmpe-258	223	3	gives	give	VERB
ajmpe-258	223	4	the	the	DET
ajmpe-258	223	5	classification	classification	NOUN
ajmpe-258	223	6	matrix	matrix	NOUN
ajmpe-258	223	7	obtained	obtain	VERB
ajmpe-258	223	8	from	from	ADP
ajmpe-258	223	9	da	da	PROPN
ajmpe-258	223	10	.	.	PUNCT
ajmpe-258	223	11	panel	panel	NOUN
ajmpe-258	223	12	a	a	PRON
ajmpe-258	223	13	of	of	ADP
ajmpe-258	223	14	table	table	NOUN
ajmpe-258	223	15	4	4	NUM
ajmpe-258	223	16	gives	give	VERB
ajmpe-258	223	17	the	the	DET
ajmpe-258	223	18	training	training	NOUN
ajmpe-258	223	19	sample	sample	NOUN
ajmpe-258	223	20	results	result	NOUN
ajmpe-258	223	21	indicating	indicate	VERB
ajmpe-258	223	22	that	that	SCONJ
ajmpe-258	223	23	the	the	DET
ajmpe-258	223	24	8	8	NUM
ajmpe-258	223	25	-	-	PUNCT
ajmpe-258	223	26	variable	variable	ADJ
ajmpe-258	223	27	discriminant	discriminant	NOUN
ajmpe-258	223	28	analysis	analysis	NOUN
ajmpe-258	223	29	model	model	NOUN
ajmpe-258	223	30	classifies	classify	VERB
ajmpe-258	223	31	64.9	64.9	NUM
ajmpe-258	223	32	percent	percent	NOUN
ajmpe-258	223	33	of	of	ADP
ajmpe-258	223	34	the	the	DET
ajmpe-258	223	35	readmitted	readmitte	VERB
ajmpe-258	223	36	patients	patient	NOUN
ajmpe-258	223	37	and	and	CCONJ
ajmpe-258	223	38	88.9	88.9	NUM
ajmpe-258	223	39	percent	percent	NOUN
ajmpe-258	223	40	of	of	ADP
ajmpe-258	223	41	the	the	DET
ajmpe-258	223	42	not	not	PART
ajmpe-258	223	43	-	-	PUNCT
ajmpe-258	223	44	readmitted	readmitte	VERB
ajmpe-258	223	45	patients	patient	NOUN
ajmpe-258	223	46	correctly	correctly	ADV
ajmpe-258	223	47	.	.	PUNCT
ajmpe-258	224	1	panel	panel	NOUN
ajmpe-258	224	2	b	b	PROPN
ajmpe-258	224	3	of	of	ADP
ajmpe-258	224	4	table	table	NOUN
ajmpe-258	224	5	4	4	NUM
ajmpe-258	224	6	shows	show	VERB
ajmpe-258	224	7	that	that	SCONJ
ajmpe-258	224	8	when	when	SCONJ
ajmpe-258	224	9	the	the	DET
ajmpe-258	224	10	discriminant	discriminant	ADJ
ajmpe-258	224	11	model	model	NOUN
ajmpe-258	224	12	is	be	AUX
ajmpe-258	224	13	employed	employ	VERB
ajmpe-258	224	14	to	to	PART
ajmpe-258	224	15	analyze	analyze	VERB
ajmpe-258	224	16	the	the	DET
ajmpe-258	224	17	holdout	holdout	NOUN
ajmpe-258	224	18	sample	sample	NOUN
ajmpe-258	224	19	,	,	PUNCT
ajmpe-258	224	20	66.9	66.9	NUM
ajmpe-258	224	21	percent	percent	NOUN
ajmpe-258	224	22	of	of	ADP
ajmpe-258	224	23	the	the	DET
ajmpe-258	224	24	readmitted	readmitte	VERB
ajmpe-258	224	25	and	and	CCONJ
ajmpe-258	224	26	90.6	90.6	NUM
ajmpe-258	224	27	percent	percent	NOUN
ajmpe-258	224	28	of	of	ADP
ajmpe-258	224	29	the	the	DET
ajmpe-258	224	30	not	not	PART
ajmpe-258	224	31	-	-	PUNCT
ajmpe-258	224	32	readmitted	readmitte	VERB
ajmpe-258	224	33	cases	case	NOUN
ajmpe-258	224	34	are	be	AUX
ajmpe-258	224	35	grouped	group	VERB
ajmpe-258	224	36	correctly	correctly	ADV
ajmpe-258	224	37	.	.	PUNCT
ajmpe-258	225	1	researchers	researcher	NOUN
ajmpe-258	225	2	also	also	ADV
ajmpe-258	225	3	performed	perform	VERB
ajmpe-258	225	4	a	a	DET
ajmpe-258	225	5	logistic	logistic	ADJ
ajmpe-258	225	6	regression	regression	NOUN
ajmpe-258	225	7	(	(	PUNCT
ajmpe-258	225	8	logit	logit	PROPN
ajmpe-258	225	9	)	)	PUNCT
ajmpe-258	225	10	analysis	analysis	NOUN
ajmpe-258	225	11	using	use	VERB
ajmpe-258	225	12	the	the	DET
ajmpe-258	225	13	same	same	ADJ
ajmpe-258	225	14	data	data	NOUN
ajmpe-258	225	15	sets	set	NOUN
ajmpe-258	225	16	for	for	ADP
ajmpe-258	225	17	the	the	DET
ajmpe-258	225	18	training	training	NOUN
ajmpe-258	225	19	and	and	CCONJ
ajmpe-258	225	20	the	the	DET
ajmpe-258	225	21	holdout	holdout	NOUN
ajmpe-258	225	22	samples	sample	NOUN
ajmpe-258	225	23	and	and	CCONJ
ajmpe-258	225	24	the	the	DET
ajmpe-258	225	25	logit	logit	NOUN
ajmpe-258	225	26	results	result	NOUN
ajmpe-258	225	27	are	be	AUX
ajmpe-258	225	28	reported	report	VERB
ajmpe-258	225	29	in	in	ADP
ajmpe-258	225	30	table	table	NOUN
ajmpe-258	225	31	6	6	NUM
ajmpe-258	225	32	.	.	PUNCT
ajmpe-258	226	1	the	the	DET
ajmpe-258	226	2	training	training	NOUN
ajmpe-258	226	3	sample	sample	NOUN
ajmpe-258	226	4	results	result	NOUN
ajmpe-258	226	5	indicate	indicate	VERB
ajmpe-258	226	6	that	that	SCONJ
ajmpe-258	226	7	the	the	DET
ajmpe-258	226	8	8variable	8variable	NUM
ajmpe-258	226	9	logit	logit	NOUN
ajmpe-258	226	10	model	model	NOUN
ajmpe-258	226	11	classifies	classify	VERB
ajmpe-258	226	12	65.7	65.7	NUM
ajmpe-258	226	13	percent	percent	NOUN
ajmpe-258	226	14	of	of	ADP
ajmpe-258	226	15	the	the	DET
ajmpe-258	226	16	readmitted	readmitte	VERB
ajmpe-258	226	17	patients	patient	NOUN
ajmpe-258	226	18	and	and	CCONJ
ajmpe-258	226	19	90.1	90.1	NUM
ajmpe-258	226	20	percent	percent	NOUN
ajmpe-258	226	21	of	of	ADP
ajmpe-258	226	22	the	the	DET
ajmpe-258	226	23	not	not	PART
ajmpe-258	226	24	-	-	PUNCT
ajmpe-258	226	25	readmitted	readmitte	VERB
ajmpe-258	226	26	patients	patient	NOUN
ajmpe-258	226	27	correctly	correctly	ADV
ajmpe-258	226	28	(	(	PUNCT
ajmpe-258	226	29	see	see	VERB
ajmpe-258	226	30	panel	panel	NOUN
ajmpe-258	226	31	a	a	PRON
ajmpe-258	226	32	of	of	ADP
ajmpe-258	226	33	table	table	NOUN
ajmpe-258	226	34	5	5	NUM
ajmpe-258	226	35	)	)	PUNCT
ajmpe-258	226	36	.	.	PUNCT
ajmpe-258	227	1	when	when	SCONJ
ajmpe-258	227	2	the	the	DET
ajmpe-258	227	3	logit	logit	NOUN
ajmpe-258	227	4	model	model	NOUN
ajmpe-258	227	5	is	be	AUX
ajmpe-258	227	6	applied	apply	VERB
ajmpe-258	227	7	to	to	PART
ajmpe-258	227	8	analyze	analyze	VERB
ajmpe-258	227	9	the	the	DET
ajmpe-258	227	10	holdout	holdout	NOUN
ajmpe-258	227	11	sample	sample	NOUN
ajmpe-258	227	12	,	,	PUNCT
ajmpe-258	227	13	66.4	66.4	NUM
ajmpe-258	227	14	percent	percent	NOUN
ajmpe-258	227	15	of	of	ADP
ajmpe-258	227	16	the	the	DET
ajmpe-258	227	17	readmitted	readmitte	VERB
ajmpe-258	227	18	patients	patient	NOUN
ajmpe-258	227	19	and	and	CCONJ
ajmpe-258	227	20	91.6	91.6	NUM
ajmpe-258	227	21	percent	percent	NOUN
ajmpe-258	227	22	of	of	ADP
ajmpe-258	227	23	the	the	DET
ajmpe-258	227	24	not	not	PART
ajmpe-258	227	25	-	-	PUNCT
ajmpe-258	227	26	readmitted	readmitte	VERB
ajmpe-258	227	27	patients	patient	NOUN
ajmpe-258	227	28	are	be	AUX
ajmpe-258	227	29	grouped	group	VERB
ajmpe-258	227	30	correctly	correctly	ADV
ajmpe-258	227	31	(	(	PUNCT
ajmpe-258	227	32	see	see	VERB
ajmpe-258	227	33	panel	panel	NOUN
ajmpe-258	227	34	b	b	PROPN
ajmpe-258	227	35	of	of	ADP
ajmpe-258	227	36	table	table	NOUN
ajmpe-258	227	37	5	5	NUM
ajmpe-258	227	38	)	)	PUNCT
ajmpe-258	227	39	.	.	PUNCT
ajmpe-258	228	1	when	when	SCONJ
ajmpe-258	228	2	you	you	PRON
ajmpe-258	228	3	analyze	analyze	VERB
ajmpe-258	228	4	the	the	DET
ajmpe-258	228	5	type	type	NOUN
ajmpe-258	228	6	ii	ii	NOUN
ajmpe-258	228	7	errors	error	NOUN
ajmpe-258	228	8	,	,	PUNCT
ajmpe-258	228	9	(	(	PUNCT
ajmpe-258	228	10	33.1	33.1	NUM
ajmpe-258	228	11	%	%	NOUN
ajmpe-258	228	12	and	and	CCONJ
ajmpe-258	228	13	33.6	33.6	NUM
ajmpe-258	228	14	%	%	NOUN
ajmpe-258	228	15	for	for	ADP
ajmpe-258	228	16	the	the	DET
ajmpe-258	228	17	two	two	NUM
ajmpe-258	228	18	models	model	NOUN
ajmpe-258	228	19	in	in	ADP
ajmpe-258	228	20	the	the	DET
ajmpe-258	228	21	holdout	holdout	NOUN
ajmpe-258	228	22	sample	sample	NOUN
ajmpe-258	228	23	)	)	PUNCT
ajmpe-258	228	24	,	,	PUNCT
ajmpe-258	228	25	it	it	PRON
ajmpe-258	228	26	shows	show	VERB
ajmpe-258	228	27	that	that	SCONJ
ajmpe-258	228	28	both	both	DET
ajmpe-258	228	29	models	model	NOUN
ajmpe-258	228	30	perform	perform	VERB
ajmpe-258	228	31	equally	equally	ADV
ajmpe-258	228	32	well	well	ADV
ajmpe-258	228	33	,	,	PUNCT
ajmpe-258	228	34	but	but	CCONJ
ajmpe-258	228	35	there	there	PRON
ajmpe-258	228	36	is	be	VERB
ajmpe-258	228	37	certainly	certainly	ADV
ajmpe-258	228	38	room	room	NOUN
ajmpe-258	228	39	for	for	ADP
ajmpe-258	228	40	improvement	improvement	NOUN
ajmpe-258	228	41	.	.	PUNCT
ajmpe-258	229	1	table	table	NOUN
ajmpe-258	229	2	6	6	NUM
ajmpe-258	229	3	:	:	PUNCT
ajmpe-258	229	4	logit	logit	VERB
ajmpe-258	229	5	analysis	analysis	NOUN
ajmpe-258	229	6	results	result	NOUN
ajmpe-258	229	7	panel	panel	NOUN
ajmpe-258	229	8	a	a	DET
ajmpe-258	229	9	:	:	PUNCT
ajmpe-258	229	10	logit	logit	PROPN
ajmpe-258	229	11	:	:	PUNCT
ajmpe-258	229	12	training	training	NOUN
ajmpe-258	229	13	sample	sample	NOUN
ajmpe-258	229	14	results	result	VERB
ajmpe-258	229	15	classification	classification	NOUN
ajmpe-258	229	16	matrix	matrix	NOUN
ajmpe-258	229	17	predicted	predict	VERB
ajmpe-258	229	18	group	group	NOUN
ajmpe-258	230	1	total	total	ADJ
ajmpe-258	230	2	actual	actual	ADJ
ajmpe-258	230	3	group	group	NOUN
ajmpe-258	230	4	%	%	NOUN
ajmpe-258	230	5	correct	correct	ADJ
ajmpe-258	230	6	notreadcp	notreadcp	ADJ
ajmpe-258	230	7	readcp	readcp	NOUN
ajmpe-258	230	8	notreadcp	notreadcp	PROPN
ajmpe-258	230	9	90.1	90.1	NUM
ajmpe-258	230	10	%	%	NOUN
ajmpe-258	230	11	2883	2883	NUM
ajmpe-258	230	12	317	317	NUM
ajmpe-258	230	13	3200	3200	NUM
ajmpe-258	230	14	readcp	readcp	NOUN
ajmpe-258	230	15	65.7	65.7	NUM
ajmpe-258	230	16	%	%	NOUN
ajmpe-258	230	17	573	573	NUM
ajmpe-258	230	18	1096	1096	NUM
ajmpe-258	230	19	1669	1669	NUM
ajmpe-258	230	20	type	type	NOUN
ajmpe-258	230	21	i	i	PRON
ajmpe-258	230	22	error	error	NOUN
ajmpe-258	230	23	:	:	PUNCT
ajmpe-258	230	24	9.9	9.9	NUM
ajmpe-258	230	25	%	%	NOUN
ajmpe-258	230	26	*	*	PUNCT
ajmpe-258	230	27	*	*	PROPN
ajmpe-258	230	28	type	type	PROPN
ajmpe-258	230	29	ii	ii	NOUN
ajmpe-258	230	30	error	error	NOUN
ajmpe-258	230	31	:	:	PUNCT
ajmpe-258	230	32	34.3	34.3	NUM
ajmpe-258	230	33	%	%	NOUN
ajmpe-258	230	34	panel	panel	NOUN
ajmpe-258	230	35	b	b	NOUN
ajmpe-258	230	36	:	:	PUNCT
ajmpe-258	230	37	logit	logit	PROPN
ajmpe-258	230	38	:	:	PUNCT
ajmpe-258	230	39	holdout	holdout	NOUN
ajmpe-258	230	40	sample	sample	NOUN
ajmpe-258	230	41	results	result	VERB
ajmpe-258	230	42	classification	classification	NOUN
ajmpe-258	230	43	matrix	matrix	NOUN
ajmpe-258	230	44	predicted	predict	VERB
ajmpe-258	230	45	group	group	NOUN
ajmpe-258	230	46	total	total	ADJ
ajmpe-258	230	47	actual	actual	ADJ
ajmpe-258	230	48	group	group	NOUN
ajmpe-258	230	49	%	%	NOUN
ajmpe-258	230	50	correct	correct	ADJ
ajmpe-258	230	51	notreadcp	notreadcp	ADJ
ajmpe-258	230	52	readcp	readcp	NOUN
ajmpe-258	230	53	notreadcp	notreadcp	PROPN
ajmpe-258	230	54	91.6	91.6	NUM
ajmpe-258	230	55	%	%	NOUN
ajmpe-258	230	56	713	713	NUM
ajmpe-258	230	57	65	65	NUM
ajmpe-258	230	58	778	778	NUM
ajmpe-258	230	59	readcp	readcp	NOUN
ajmpe-258	230	60	66.4	66.4	NUM
ajmpe-258	230	61	%	%	NOUN
ajmpe-258	230	62	140	140	NUM
ajmpe-258	230	63	277	277	NUM
ajmpe-258	230	64	417	417	NUM
ajmpe-258	230	65	type	type	NOUN
ajmpe-258	230	66	i	i	PRON
ajmpe-258	230	67	error	error	NOUN
ajmpe-258	230	68	:	:	PUNCT
ajmpe-258	230	69	8.4	8.4	NUM
ajmpe-258	230	70	%	%	NOUN
ajmpe-258	230	71	*	*	PUNCT
ajmpe-258	230	72	*	*	PROPN
ajmpe-258	230	73	type	type	PROPN
ajmpe-258	230	74	ii	ii	NOUN
ajmpe-258	230	75	error	error	NOUN
ajmpe-258	230	76	:	:	PUNCT
ajmpe-258	230	77	33.6	33.6	NUM
ajmpe-258	230	78	%	%	NOUN
ajmpe-258	230	79	*	*	PUNCT
ajmpe-258	230	80	*	*	PUNCT
ajmpe-258	230	81	type	type	NOUN
ajmpe-258	230	82	i	i	PROPN
ajmpe-258	230	83	(	(	PUNCT
ajmpe-258	230	84	ii	ii	NOUN
ajmpe-258	230	85	)	)	PUNCT
ajmpe-258	230	86	error	error	NOUN
ajmpe-258	230	87	is	be	AUX
ajmpe-258	230	88	defined	define	VERB
ajmpe-258	230	89	as	as	ADP
ajmpe-258	230	90	the	the	DET
ajmpe-258	230	91	percentage	percentage	NOUN
ajmpe-258	230	92	of	of	ADP
ajmpe-258	230	93	noreadcp	noreadcp	PROPN
ajmpe-258	230	94	(	(	PUNCT
ajmpe-258	230	95	readcp	readcp	PROPN
ajmpe-258	230	96	)	)	PUNCT
ajmpe-258	230	97	patients	patient	NOUN
ajmpe-258	230	98	that	that	PRON
ajmpe-258	230	99	were	be	AUX
ajmpe-258	230	100	classified	classify	VERB
ajmpe-258	230	101	as	as	ADP
ajmpe-258	230	102	readcp	readcp	NOUN
ajmpe-258	230	103	(	(	PUNCT
ajmpe-258	230	104	noreadcp	noreadcp	PROPN
ajmpe-258	230	105	)	)	PUNCT
ajmpe-258	230	106	patients	patient	NOUN
ajmpe-258	230	107	.	.	PUNCT
ajmpe-258	231	1	6	6	X
ajmpe-258	231	2	.	.	X
ajmpe-258	231	3	preliminary	preliminary	ADJ
ajmpe-258	231	4	risk	risk	NOUN
ajmpe-258	231	5	score	score	NOUN
ajmpe-258	231	6	for	for	ADP
ajmpe-258	231	7	cardiac	cardiac	ADJ
ajmpe-258	231	8	patient	patient	ADJ
ajmpe-258	231	9	readmission	readmission	NOUN
ajmpe-258	231	10	a	a	DET
ajmpe-258	231	11	preliminary	preliminary	ADJ
ajmpe-258	231	12	risk	risk	NOUN
ajmpe-258	231	13	score	score	NOUN
ajmpe-258	231	14	for	for	ADP
ajmpe-258	231	15	cardiac	cardiac	ADJ
ajmpe-258	231	16	patient	patient	ADJ
ajmpe-258	231	17	readmission	readmission	NOUN
ajmpe-258	231	18	is	be	AUX
ajmpe-258	231	19	given	give	VERB
ajmpe-258	231	20	in	in	ADP
ajmpe-258	231	21	appendix	appendix	ADJ
ajmpe-258	231	22	a.	a.	NOUN
ajmpe-258	231	23	this	this	DET
ajmpe-258	231	24	risk	risk	NOUN
ajmpe-258	231	25	score	score	NOUN
ajmpe-258	231	26	is	be	AUX
ajmpe-258	231	27	based	base	VERB
ajmpe-258	231	28	on	on	ADP
ajmpe-258	231	29	t	t	PROPN
ajmpe-258	231	30	-	-	PUNCT
ajmpe-258	231	31	statistics	statistic	NOUN
ajmpe-258	231	32	and	and	CCONJ
ajmpe-258	231	33	chi	chi	ADJ
ajmpe-258	231	34	-	-	PUNCT
ajmpe-258	231	35	square	square	ADJ
ajmpe-258	231	36	statistics	statistic	NOUN
ajmpe-258	231	37	(	(	PUNCT
ajmpe-258	231	38	from	from	ADP
ajmpe-258	231	39	logistic	logistic	ADJ
ajmpe-258	231	40	regression	regression	NOUN
ajmpe-258	231	41	)	)	PUNCT
ajmpe-258	231	42	.	.	PUNCT
ajmpe-258	232	1	d.	d.	PROPN
ajmpe-258	232	2	the	the	DET
ajmpe-258	232	3	dataset	dataset	NOUN
ajmpe-258	232	4	used	use	VERB
ajmpe-258	232	5	in	in	ADP
ajmpe-258	232	6	this	this	DET
ajmpe-258	232	7	study	study	NOUN
ajmpe-258	232	8	is	be	AUX
ajmpe-258	232	9	unique	unique	ADJ
ajmpe-258	232	10	in	in	ADP
ajmpe-258	232	11	the	the	DET
ajmpe-258	232	12	population	population	NOUN
ajmpe-258	232	13	it	it	PRON
ajmpe-258	232	14	covers	cover	VERB
ajmpe-258	232	15	,	,	PUNCT
ajmpe-258	232	16	specifically	specifically	ADV
ajmpe-258	232	17	within	within	ADP
ajmpe-258	232	18	a	a	DET
ajmpe-258	232	19	region	region	NOUN
ajmpe-258	232	20	including	include	VERB
ajmpe-258	232	21	various	various	ADJ
ajmpe-258	232	22	rural	rural	ADJ
ajmpe-258	232	23	and	and	CCONJ
ajmpe-258	232	24	mid	mid	ADJ
ajmpe-258	232	25	-	-	NOUN
ajmpe-258	232	26	size	size	NOUN
ajmpe-258	232	27	urban	urban	ADJ
ajmpe-258	232	28	centers	center	NOUN
ajmpe-258	232	29	,	,	PUNCT
ajmpe-258	232	30	distinct	distinct	ADJ
ajmpe-258	232	31	from	from	ADP
ajmpe-258	232	32	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	232	33	top	top	PROPN
ajmpe-258	232	34	health	health	PROPN
ajmpe-258	232	35	sciences	sciences	PROPN
ajmpe-258	232	36	research	research	PROPN
ajmpe-258	232	37	journal	journal	PROPN
ajmpe-258	232	38	vol.7	vol.7	PROPN
ajmpe-258	232	39	,	,	PUNCT
ajmpe-258	232	40	issue	issue	NOUN
ajmpe-258	232	41	1	1	NUM
ajmpe-258	232	42	;	;	PUNCT
ajmpe-258	232	43	january	january	PROPN
ajmpe-258	232	44	-	-	PUNCT
ajmpe-258	232	45	febuary	febuary	PROPN
ajmpe-258	232	46	2022	2022	NUM
ajmpe-258	232	47	;	;	PUNCT
ajmpe-258	232	48	1252	1252	NUM
ajmpe-258	232	49	columbia	columbia	PROPN
ajmpe-258	232	50	rd	rd	PROPN
ajmpe-258	232	51	nw	nw	PROPN
ajmpe-258	232	52	,	,	PUNCT
ajmpe-258	232	53	washington	washington	PROPN
ajmpe-258	232	54	dc	dc	PROPN
ajmpe-258	232	55	,	,	PUNCT
ajmpe-258	232	56	united	united	PROPN
ajmpe-258	232	57	states	states	PROPN
ajmpe-258	232	58	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	232	59	;	;	PUNCT
ajmpe-258	232	60	mail	mail	NOUN
ajmpe-258	232	61	:	:	PUNCT
ajmpe-258	232	62	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	232	63	11	11	NUM
ajmpe-258	233	1	|	|	ADV
ajmpe-258	233	2	t	t	X
ajmpe-258	233	3	o	o	NOUN
ajmpe-258	234	1	p	p	X
ajmpe-258	234	2	h	h	NOUN
ajmpe-258	234	3	e	e	PROPN
ajmpe-258	234	4	a	a	PROPN
ajmpe-258	234	5	l	l	NOUN
ajmpe-258	234	6	t	t	NOUN
ajmpe-258	234	7	h	h	NOUN
ajmpe-258	234	8	s	s	VERB
ajmpe-258	234	9	c	c	NOUN
ajmpe-258	235	1	i	i	NOUN
ajmpe-258	235	2	e	e	PROPN
ajmpe-258	235	3	n	n	PROPN
ajmpe-258	235	4	c	c	NOUN
ajmpe-258	235	5	e	e	NOUN
ajmpe-258	235	6	s	s	NOUN
ajmpe-258	235	7	r	r	NOUN
ajmpe-258	235	8	e	e	NOUN
ajmpe-258	235	9	s	s	NOUN
ajmpe-258	235	10	e	e	NOUN
ajmpe-258	235	11	a	a	DET
ajmpe-258	235	12	r	r	NOUN
ajmpe-258	235	13	c	c	NOUN
ajmpe-258	235	14	h	h	NOUN
ajmpe-258	236	1	j	j	NOUN
ajmpe-258	236	2	o	o	X
ajmpe-258	236	3	u	u	NOUN
ajmpe-258	236	4	r	r	NOUN
ajmpe-258	236	5	n	n	ADV
ajmpe-258	236	6	a	a	DET
ajmpe-258	236	7	l	l	NOUN
ajmpe-258	237	1	|	|	ADV
ajmpe-258	237	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	237	3	larger	large	ADJ
ajmpe-258	237	4	urban	urban	ADJ
ajmpe-258	237	5	hospitals	hospital	NOUN
ajmpe-258	237	6	with	with	ADP
ajmpe-258	237	7	a	a	DET
ajmpe-258	237	8	high	high	ADJ
ajmpe-258	237	9	volume	volume	NOUN
ajmpe-258	237	10	of	of	ADP
ajmpe-258	237	11	patients	patient	NOUN
ajmpe-258	237	12	in	in	ADP
ajmpe-258	237	13	close	close	ADJ
ajmpe-258	237	14	proximity	proximity	NOUN
ajmpe-258	237	15	.	.	PUNCT
ajmpe-258	238	1	our	our	PRON
ajmpe-258	238	2	risk	risk	NOUN
ajmpe-258	238	3	score	score	NOUN
ajmpe-258	238	4	formula	formula	NOUN
ajmpe-258	238	5	has	have	VERB
ajmpe-258	238	6	the	the	DET
ajmpe-258	238	7	ability	ability	NOUN
ajmpe-258	238	8	,	,	PUNCT
ajmpe-258	238	9	unlike	unlike	ADP
ajmpe-258	238	10	previously	previously	ADV
ajmpe-258	238	11	published	publish	VERB
ajmpe-258	238	12	scores	score	NOUN
ajmpe-258	238	13	,	,	PUNCT
ajmpe-258	238	14	to	to	PART
ajmpe-258	238	15	predict	predict	VERB
ajmpe-258	238	16	potential	potential	ADJ
ajmpe-258	238	17	cardiac	cardiac	ADJ
ajmpe-258	238	18	patient	patient	NOUN
ajmpe-258	238	19	readmission	readmission	NOUN
ajmpe-258	238	20	at	at	ADP
ajmpe-258	238	21	the	the	DET
ajmpe-258	238	22	time	time	NOUN
ajmpe-258	238	23	of	of	ADP
ajmpe-258	238	24	discharge	discharge	NOUN
ajmpe-258	238	25	(	(	PUNCT
ajmpe-258	238	26	not	not	PART
ajmpe-258	238	27	after	after	ADP
ajmpe-258	238	28	)	)	PUNCT
ajmpe-258	238	29	.	.	PUNCT
ajmpe-258	239	1	as	as	ADP
ajmpe-258	239	2	such	such	ADJ
ajmpe-258	239	3	,	,	PUNCT
ajmpe-258	239	4	it	it	PRON
ajmpe-258	239	5	has	have	VERB
ajmpe-258	239	6	the	the	DET
ajmpe-258	239	7	potential	potential	NOUN
ajmpe-258	239	8	for	for	ADP
ajmpe-258	239	9	automation	automation	NOUN
ajmpe-258	239	10	and	and	CCONJ
ajmpe-258	239	11	uptake	uptake	ADJ
ajmpe-258	239	12	in	in	ADP
ajmpe-258	239	13	clinic	clinic	NOUN
ajmpe-258	239	14	flow	flow	NOUN
ajmpe-258	239	15	.	.	PUNCT
ajmpe-258	240	1	input	input	NOUN
ajmpe-258	240	2	factors	factor	NOUN
ajmpe-258	240	3	are	be	AUX
ajmpe-258	240	4	readily	readily	ADV
ajmpe-258	240	5	available	available	ADJ
ajmpe-258	240	6	for	for	ADP
ajmpe-258	240	7	patients	patient	NOUN
ajmpe-258	240	8	and	and	CCONJ
ajmpe-258	240	9	their	their	PRON
ajmpe-258	240	10	readmission	readmission	NOUN
ajmpe-258	240	11	risk	risk	NOUN
ajmpe-258	240	12	score	score	NOUN
ajmpe-258	240	13	can	can	AUX
ajmpe-258	240	14	be	be	AUX
ajmpe-258	240	15	easily	easily	ADV
ajmpe-258	240	16	calculated	calculate	VERB
ajmpe-258	240	17	.	.	PUNCT
ajmpe-258	241	1	the	the	DET
ajmpe-258	241	2	formula	formula	NOUN
ajmpe-258	241	3	groups	group	NOUN
ajmpe-258	241	4	cardiac	cardiac	ADJ
ajmpe-258	241	5	patients	patient	NOUN
ajmpe-258	241	6	in	in	ADP
ajmpe-258	241	7	to	to	ADP
ajmpe-258	241	8	three	three	NUM
ajmpe-258	241	9	groups	group	NOUN
ajmpe-258	241	10	:	:	PUNCT
ajmpe-258	241	11	low	low	ADJ
ajmpe-258	241	12	risk	risk	NOUN
ajmpe-258	241	13	;	;	PUNCT
ajmpe-258	241	14	medium	medium	ADJ
ajmpe-258	241	15	risk	risk	NOUN
ajmpe-258	241	16	and	and	CCONJ
ajmpe-258	241	17	high	high	ADJ
ajmpe-258	241	18	risk	risk	NOUN
ajmpe-258	241	19	based	base	VERB
ajmpe-258	241	20	on	on	ADP
ajmpe-258	241	21	ranges	range	NOUN
ajmpe-258	241	22	of	of	ADP
ajmpe-258	241	23	the	the	DET
ajmpe-258	241	24	risk	risk	NOUN
ajmpe-258	241	25	score	score	NOUN
ajmpe-258	241	26	.	.	PUNCT
ajmpe-258	242	1	the	the	DET
ajmpe-258	242	2	risk	risk	NOUN
ajmpe-258	242	3	score	score	NOUN
ajmpe-258	242	4	is	be	AUX
ajmpe-258	242	5	based	base	VERB
ajmpe-258	242	6	t	t	NOUN
ajmpe-258	242	7	-	-	PUNCT
ajmpe-258	242	8	test	test	NOUN
ajmpe-258	242	9	results	result	NOUN
ajmpe-258	242	10	and	and	CCONJ
ajmpe-258	242	11	on	on	ADP
ajmpe-258	242	12	chi	chi	ADJ
ajmpe-258	242	13	-	-	PUNCT
ajmpe-258	242	14	square	square	ADJ
ajmpe-258	242	15	values	value	NOUN
ajmpe-258	242	16	from	from	ADP
ajmpe-258	242	17	logistic	logistic	ADJ
ajmpe-258	242	18	regression	regression	NOUN
ajmpe-258	242	19	results	result	NOUN
ajmpe-258	242	20	.	.	PUNCT
ajmpe-258	243	1	7	7	X
ajmpe-258	243	2	.	.	X
ajmpe-258	243	3	conclusion	conclusion	NOUN
ajmpe-258	243	4	the	the	DET
ajmpe-258	243	5	current	current	ADJ
ajmpe-258	243	6	study	study	NOUN
ajmpe-258	243	7	is	be	AUX
ajmpe-258	243	8	novel	novel	ADJ
ajmpe-258	243	9	in	in	ADP
ajmpe-258	243	10	its	its	PRON
ajmpe-258	243	11	approach	approach	NOUN
ajmpe-258	243	12	to	to	ADP
ajmpe-258	243	13	predicting	predict	VERB
ajmpe-258	243	14	and	and	CCONJ
ajmpe-258	243	15	ultimately	ultimately	ADV
ajmpe-258	243	16	providing	provide	VERB
ajmpe-258	243	17	a	a	DET
ajmpe-258	243	18	prescriptive	prescriptive	ADJ
ajmpe-258	243	19	direction	direction	NOUN
ajmpe-258	243	20	to	to	ADP
ajmpe-258	243	21	healthcare	healthcare	NOUN
ajmpe-258	243	22	decision	decision	NOUN
ajmpe-258	243	23	-	-	PUNCT
ajmpe-258	243	24	makers	maker	NOUN
ajmpe-258	243	25	in	in	ADP
ajmpe-258	243	26	examining	examine	VERB
ajmpe-258	243	27	cardiac	cardiac	ADJ
ajmpe-258	243	28	readmissions	readmission	NOUN
ajmpe-258	243	29	with	with	ADP
ajmpe-258	243	30	the	the	DET
ajmpe-258	243	31	introduction	introduction	NOUN
ajmpe-258	243	32	of	of	ADP
ajmpe-258	243	33	a	a	DET
ajmpe-258	243	34	new	new	ADJ
ajmpe-258	243	35	algorithm	algorithm	NOUN
ajmpe-258	243	36	.	.	PUNCT
ajmpe-258	244	1	existing	exist	VERB
ajmpe-258	244	2	tools	tool	NOUN
ajmpe-258	244	3	/	/	SYM
ajmpe-258	244	4	models	model	NOUN
ajmpe-258	244	5	for	for	ADP
ajmpe-258	244	6	predicting	predict	VERB
ajmpe-258	244	7	30	30	NUM
ajmpe-258	244	8	-	-	PUNCT
ajmpe-258	244	9	day	day	NOUN
ajmpe-258	244	10	readmission	readmission	NOUN
ajmpe-258	244	11	and	and	CCONJ
ajmpe-258	244	12	los	los	PROPN
ajmpe-258	244	13	have	have	AUX
ajmpe-258	244	14	been	be	AUX
ajmpe-258	244	15	limited	limit	VERB
ajmpe-258	244	16	.	.	PUNCT
ajmpe-258	245	1	as	as	SCONJ
ajmpe-258	245	2	previously	previously	ADV
ajmpe-258	245	3	highlighted	highlight	VERB
ajmpe-258	245	4	,	,	PUNCT
ajmpe-258	245	5	current	current	ADJ
ajmpe-258	245	6	industry	industry	NOUN
ajmpe-258	245	7	standards	standard	NOUN
ajmpe-258	245	8	such	such	ADJ
ajmpe-258	245	9	as	as	ADP
ajmpe-258	245	10	the	the	DET
ajmpe-258	245	11	lace	lace	NOUN
ajmpe-258	245	12	index	index	NOUN
ajmpe-258	245	13	are	be	AUX
ajmpe-258	245	14	non	non	ADJ
ajmpe-258	245	15	-	-	ADJ
ajmpe-258	245	16	specific	specific	ADJ
ajmpe-258	245	17	and	and	CCONJ
ajmpe-258	245	18	rely	rely	VERB
ajmpe-258	245	19	solely	solely	ADV
ajmpe-258	245	20	upon	upon	SCONJ
ajmpe-258	245	21	clinical	clinical	ADJ
ajmpe-258	245	22	drivers	driver	NOUN
ajmpe-258	245	23	with	with	ADP
ajmpe-258	245	24	prediction	prediction	NOUN
ajmpe-258	245	25	rates	rate	NOUN
ajmpe-258	245	26	hovering	hover	VERB
ajmpe-258	245	27	around	around	ADP
ajmpe-258	245	28	50	50	NUM
ajmpe-258	245	29	%	%	NOUN
ajmpe-258	245	30	(	(	PUNCT
ajmpe-258	245	31	cotter	cotter	NOUN
ajmpe-258	245	32	,	,	PUNCT
ajmpe-258	245	33	bhalla	bhalla	PROPN
ajmpe-258	245	34	,	,	PUNCT
ajmpe-258	245	35	wallis	wallis	PROPN
ajmpe-258	245	36	,	,	PUNCT
ajmpe-258	245	37	&	&	CCONJ
ajmpe-258	245	38	biram	biram	PROPN
ajmpe-258	245	39	,	,	PUNCT
ajmpe-258	245	40	2012	2012	NUM
ajmpe-258	245	41	)	)	PUNCT
ajmpe-258	245	42	.	.	PUNCT
ajmpe-258	246	1	our	our	PRON
ajmpe-258	246	2	findings	finding	NOUN
ajmpe-258	246	3	not	not	PART
ajmpe-258	246	4	only	only	ADV
ajmpe-258	246	5	provide	provide	VERB
ajmpe-258	246	6	increased	increase	VERB
ajmpe-258	246	7	ability	ability	NOUN
ajmpe-258	246	8	to	to	PART
ajmpe-258	246	9	both	both	PRON
ajmpe-258	246	10	predict	predict	VERB
ajmpe-258	246	11	those	those	PRON
ajmpe-258	246	12	at	at	ADP
ajmpe-258	246	13	-	-	PUNCT
ajmpe-258	246	14	risk	risk	NOUN
ajmpe-258	246	15	for	for	ADP
ajmpe-258	246	16	readmission	readmission	NOUN
ajmpe-258	246	17	but	but	CCONJ
ajmpe-258	246	18	also	also	ADV
ajmpe-258	246	19	in	in	ADP
ajmpe-258	246	20	our	our	PRON
ajmpe-258	246	21	prediction	prediction	NOUN
ajmpe-258	246	22	of	of	ADP
ajmpe-258	246	23	identifying	identify	VERB
ajmpe-258	246	24	those	those	PRON
ajmpe-258	246	25	not	not	PART
ajmpe-258	246	26	at	at	ADP
ajmpe-258	246	27	-	-	PUNCT
ajmpe-258	246	28	risk	risk	NOUN
ajmpe-258	246	29	adding	add	VERB
ajmpe-258	246	30	to	to	ADP
ajmpe-258	246	31	the	the	DET
ajmpe-258	246	32	literature	literature	NOUN
ajmpe-258	246	33	in	in	ADP
ajmpe-258	246	34	this	this	DET
ajmpe-258	246	35	area	area	NOUN
ajmpe-258	246	36	.	.	PUNCT
ajmpe-258	247	1	this	this	PRON
ajmpe-258	247	2	is	be	AUX
ajmpe-258	247	3	particularly	particularly	ADV
ajmpe-258	247	4	timely	timely	ADJ
ajmpe-258	247	5	in	in	ADP
ajmpe-258	247	6	the	the	DET
ajmpe-258	247	7	transition	transition	NOUN
ajmpe-258	247	8	from	from	ADP
ajmpe-258	247	9	fee	fee	NOUN
ajmpe-258	247	10	for	for	ADP
ajmpe-258	247	11	service	service	NOUN
ajmpe-258	247	12	to	to	ADP
ajmpe-258	247	13	value	value	NOUN
ajmpe-258	247	14	-	-	PUNCT
ajmpe-258	247	15	based	base	VERB
ajmpe-258	247	16	healthcare	healthcare	NOUN
ajmpe-258	247	17	in	in	ADP
ajmpe-258	247	18	which	which	PRON
ajmpe-258	247	19	there	there	PRON
ajmpe-258	247	20	is	be	VERB
ajmpe-258	247	21	an	an	DET
ajmpe-258	247	22	increasing	increase	VERB
ajmpe-258	247	23	responsibility	responsibility	NOUN
ajmpe-258	247	24	to	to	PART
ajmpe-258	247	25	begin	begin	VERB
ajmpe-258	247	26	identifying	identify	VERB
ajmpe-258	247	27	and	and	CCONJ
ajmpe-258	247	28	working	work	VERB
ajmpe-258	247	29	to	to	PART
ajmpe-258	247	30	mitigate	mitigate	VERB
ajmpe-258	247	31	the	the	DET
ajmpe-258	247	32	determinants	determinant	NOUN
ajmpe-258	247	33	,	,	PUNCT
ajmpe-258	247	34	whether	whether	SCONJ
ajmpe-258	247	35	clinical	clinical	ADJ
ajmpe-258	247	36	,	,	PUNCT
ajmpe-258	247	37	biological	biological	ADJ
ajmpe-258	247	38	,	,	PUNCT
ajmpe-258	247	39	or	or	CCONJ
ajmpe-258	247	40	social	social	ADJ
ajmpe-258	247	41	,	,	PUNCT
ajmpe-258	247	42	contributing	contribute	VERB
ajmpe-258	247	43	to	to	ADP
ajmpe-258	247	44	health	health	NOUN
ajmpe-258	247	45	outcomes	outcome	NOUN
ajmpe-258	247	46	including	include	VERB
ajmpe-258	247	47	readmissions	readmission	NOUN
ajmpe-258	247	48	.	.	PUNCT
ajmpe-258	248	1	as	as	ADP
ajmpe-258	248	2	such	such	ADJ
ajmpe-258	248	3	,	,	PUNCT
ajmpe-258	248	4	this	this	DET
ajmpe-258	248	5	research	research	NOUN
ajmpe-258	248	6	has	have	VERB
ajmpe-258	248	7	the	the	DET
ajmpe-258	248	8	potential	potential	NOUN
ajmpe-258	248	9	to	to	PART
ajmpe-258	248	10	help	help	VERB
ajmpe-258	248	11	reduce	reduce	VERB
ajmpe-258	248	12	overall	overall	ADJ
ajmpe-258	248	13	hospital	hospital	NOUN
ajmpe-258	248	14	readmission	readmission	NOUN
ajmpe-258	248	15	rates	rate	NOUN
ajmpe-258	248	16	and	and	CCONJ
ajmpe-258	248	17	allow	allow	VERB
ajmpe-258	248	18	hospitals	hospital	NOUN
ajmpe-258	248	19	to	to	PART
ajmpe-258	248	20	utilize	utilize	VERB
ajmpe-258	248	21	their	their	PRON
ajmpe-258	248	22	resources	resource	NOUN
ajmpe-258	248	23	more	more	ADV
ajmpe-258	248	24	efficiently	efficiently	ADV
ajmpe-258	248	25	to	to	PART
ajmpe-258	248	26	enhance	enhance	VERB
ajmpe-258	248	27	interventions	intervention	NOUN
ajmpe-258	248	28	for	for	ADP
ajmpe-258	248	29	high	high	ADJ
ajmpe-258	248	30	-	-	PUNCT
ajmpe-258	248	31	risk	risk	NOUN
ajmpe-258	248	32	patients	patient	NOUN
ajmpe-258	248	33	by	by	ADP
ajmpe-258	248	34	contributing	contribute	VERB
ajmpe-258	248	35	to	to	ADP
ajmpe-258	248	36	:	:	PUNCT
ajmpe-258	248	37	1	1	X
ajmpe-258	248	38	)	)	PUNCT
ajmpe-258	248	39	successful	successful	ADJ
ajmpe-258	248	40	identification	identification	NOUN
ajmpe-258	248	41	of	of	ADP
ajmpe-258	248	42	significant	significant	ADJ
ajmpe-258	248	43	risk	risk	NOUN
ajmpe-258	248	44	factors	factor	NOUN
ajmpe-258	248	45	that	that	PRON
ajmpe-258	248	46	can	can	AUX
ajmpe-258	248	47	predict	predict	VERB
ajmpe-258	248	48	cardiac	cardiac	ADJ
ajmpe-258	248	49	patient	patient	ADJ
ajmpe-258	248	50	readmissions	readmission	NOUN
ajmpe-258	248	51	;	;	PUNCT
ajmpe-258	248	52	2	2	X
ajmpe-258	248	53	)	)	PUNCT
ajmpe-258	248	54	development	development	NOUN
ajmpe-258	248	55	of	of	ADP
ajmpe-258	248	56	a	a	DET
ajmpe-258	248	57	risk	risk	NOUN
ajmpe-258	248	58	score	score	NOUN
ajmpe-258	248	59	for	for	ADP
ajmpe-258	248	60	readmission	readmission	NOUN
ajmpe-258	248	61	;	;	PUNCT
ajmpe-258	248	62	and	and	CCONJ
ajmpe-258	248	63	3	3	X
ajmpe-258	248	64	)	)	PUNCT
ajmpe-258	248	65	early	early	ADJ
ajmpe-258	248	66	identification	identification	NOUN
ajmpe-258	248	67	of	of	ADP
ajmpe-258	248	68	the	the	DET
ajmpe-258	248	69	at	at	ADP
ajmpe-258	248	70	-	-	PUNCT
ajmpe-258	248	71	risk	risk	NOUN
ajmpe-258	248	72	population	population	NOUN
ajmpe-258	248	73	and	and	CCONJ
ajmpe-258	248	74	introducing	introduce	VERB
ajmpe-258	248	75	preventive	preventive	ADJ
ajmpe-258	248	76	healthcare	healthcare	NOUN
ajmpe-258	248	77	measures	measure	NOUN
ajmpe-258	248	78	(	(	PUNCT
ajmpe-258	248	79	exercise	exercise	NOUN
ajmpe-258	248	80	,	,	PUNCT
ajmpe-258	248	81	education	education	NOUN
ajmpe-258	248	82	,	,	PUNCT
ajmpe-258	248	83	therapy	therapy	NOUN
ajmpe-258	248	84	etc	etc	X
ajmpe-258	248	85	.	.	PUNCT
ajmpe-258	248	86	)	)	PUNCT
ajmpe-258	248	87	to	to	PART
ajmpe-258	248	88	reduce	reduce	VERB
ajmpe-258	248	89	hospital	hospital	NOUN
ajmpe-258	248	90	readmission	readmission	NOUN
ajmpe-258	248	91	rates	rate	NOUN
ajmpe-258	248	92	prior	prior	ADV
ajmpe-258	248	93	to	to	ADP
ajmpe-258	248	94	and	and	CCONJ
ajmpe-258	248	95	following	follow	VERB
ajmpe-258	248	96	discharge	discharge	NOUN
ajmpe-258	248	97	.	.	PUNCT
ajmpe-258	249	1	in	in	ADP
ajmpe-258	249	2	alignment	alignment	NOUN
ajmpe-258	249	3	with	with	ADP
ajmpe-258	249	4	current	current	ADJ
ajmpe-258	249	5	healthcare	healthcare	NOUN
ajmpe-258	249	6	transition	transition	NOUN
ajmpe-258	249	7	,	,	PUNCT
ajmpe-258	249	8	this	this	DET
ajmpe-258	249	9	work	work	NOUN
ajmpe-258	249	10	assists	assist	VERB
ajmpe-258	249	11	not	not	PART
ajmpe-258	249	12	only	only	ADV
ajmpe-258	249	13	in	in	ADP
ajmpe-258	249	14	providing	provide	VERB
ajmpe-258	249	15	a	a	DET
ajmpe-258	249	16	direction	direction	NOUN
ajmpe-258	249	17	towards	towards	ADP
ajmpe-258	249	18	cost	cost	NOUN
ajmpe-258	249	19	reduction	reduction	NOUN
ajmpe-258	249	20	but	but	CCONJ
ajmpe-258	249	21	importantly	importantly	ADV
ajmpe-258	249	22	makes	make	VERB
ajmpe-258	249	23	strides	stride	NOUN
ajmpe-258	249	24	towards	towards	ADP
ajmpe-258	249	25	increased	increase	VERB
ajmpe-258	249	26	quality	quality	NOUN
ajmpe-258	249	27	of	of	ADP
ajmpe-258	249	28	life	life	NOUN
ajmpe-258	249	29	for	for	ADP
ajmpe-258	249	30	cardiac	cardiac	ADJ
ajmpe-258	249	31	patients	patient	NOUN
ajmpe-258	249	32	through	through	ADP
ajmpe-258	249	33	data	data	NOUN
ajmpe-258	249	34	-	-	PUNCT
ajmpe-258	249	35	driven	drive	VERB
ajmpe-258	249	36	preventative	preventative	ADJ
ajmpe-258	249	37	efforts	effort	NOUN
ajmpe-258	249	38	for	for	ADP
ajmpe-258	249	39	at	at	ADP
ajmpe-258	249	40	-	-	PUNCT
ajmpe-258	249	41	risk	risk	NOUN
ajmpe-258	249	42	identified	identify	VERB
ajmpe-258	249	43	populations	population	NOUN
ajmpe-258	249	44	.	.	PUNCT
ajmpe-258	250	1	as	as	SCONJ
ajmpe-258	250	2	shown	show	VERB
ajmpe-258	250	3	in	in	ADP
ajmpe-258	250	4	this	this	DET
ajmpe-258	250	5	study	study	NOUN
ajmpe-258	250	6	,	,	PUNCT
ajmpe-258	250	7	readmission	readmission	NOUN
ajmpe-258	250	8	is	be	AUX
ajmpe-258	250	9	not	not	PART
ajmpe-258	250	10	only	only	ADV
ajmpe-258	250	11	affected	affect	VERB
ajmpe-258	250	12	by	by	ADP
ajmpe-258	250	13	clinical	clinical	ADJ
ajmpe-258	250	14	indicators	indicator	NOUN
ajmpe-258	250	15	,	,	PUNCT
ajmpe-258	250	16	but	but	CCONJ
ajmpe-258	250	17	socioeconomic	socioeconomic	ADJ
ajmpe-258	250	18	factors	factor	NOUN
ajmpe-258	250	19	of	of	ADP
ajmpe-258	250	20	patients	patient	NOUN
ajmpe-258	250	21	as	as	ADV
ajmpe-258	250	22	well	well	ADV
ajmpe-258	250	23	.	.	PUNCT
ajmpe-258	251	1	however	however	ADV
ajmpe-258	251	2	,	,	PUNCT
ajmpe-258	251	3	programs	program	NOUN
ajmpe-258	251	4	like	like	ADP
ajmpe-258	251	5	hrpp	hrpp	PROPN
ajmpe-258	251	6	hold	hold	VERB
ajmpe-258	251	7	healthcare	healthcare	NOUN
ajmpe-258	251	8	providers	provider	NOUN
ajmpe-258	251	9	accountable	accountable	ADJ
ajmpe-258	251	10	,	,	PUNCT
ajmpe-258	251	11	making	make	VERB
ajmpe-258	251	12	it	it	PRON
ajmpe-258	251	13	necessary	necessary	ADJ
ajmpe-258	251	14	for	for	SCONJ
ajmpe-258	251	15	the	the	DET
ajmpe-258	251	16	healthcare	healthcare	NOUN
ajmpe-258	251	17	industry	industry	NOUN
ajmpe-258	251	18	to	to	PART
ajmpe-258	251	19	leverage	leverage	VERB
ajmpe-258	251	20	existing	exist	VERB
ajmpe-258	251	21	medical	medical	ADJ
ajmpe-258	251	22	and	and	CCONJ
ajmpe-258	251	23	social	social	ADJ
ajmpe-258	251	24	data	datum	NOUN
ajmpe-258	251	25	to	to	PART
ajmpe-258	251	26	identify	identify	VERB
ajmpe-258	251	27	patients	patient	NOUN
ajmpe-258	251	28	at	at	ADP
ajmpe-258	251	29	risk	risk	NOUN
ajmpe-258	251	30	and	and	CCONJ
ajmpe-258	251	31	develop	develop	VERB
ajmpe-258	251	32	necessary	necessary	ADJ
ajmpe-258	251	33	interventions	intervention	NOUN
ajmpe-258	251	34	.	.	PUNCT
ajmpe-258	252	1	data	data	NOUN
ajmpe-258	252	2	-	-	PUNCT
ajmpe-258	252	3	driven	drive	VERB
ajmpe-258	252	4	methodologies	methodology	NOUN
ajmpe-258	252	5	such	such	ADJ
ajmpe-258	252	6	as	as	ADP
ajmpe-258	252	7	the	the	DET
ajmpe-258	252	8	ones	one	NOUN
ajmpe-258	252	9	performed	perform	VERB
ajmpe-258	252	10	in	in	ADP
ajmpe-258	252	11	this	this	DET
ajmpe-258	252	12	algorithm	algorithm	NOUN
ajmpe-258	252	13	development	development	NOUN
ajmpe-258	252	14	are	be	AUX
ajmpe-258	252	15	necessary	necessary	ADJ
ajmpe-258	252	16	to	to	PART
ajmpe-258	252	17	provide	provide	VERB
ajmpe-258	252	18	a	a	DET
ajmpe-258	252	19	framework	framework	NOUN
ajmpe-258	252	20	for	for	ADP
ajmpe-258	252	21	balancing	balance	VERB
ajmpe-258	252	22	resource	resource	NOUN
ajmpe-258	252	23	utilization	utilization	NOUN
ajmpe-258	252	24	towards	towards	ADP
ajmpe-258	252	25	such	such	ADJ
ajmpe-258	252	26	patients	patient	NOUN
ajmpe-258	252	27	with	with	ADP
ajmpe-258	252	28	the	the	DET
ajmpe-258	252	29	risk	risk	NOUN
ajmpe-258	252	30	of	of	ADP
ajmpe-258	252	31	reduced	reduced	ADJ
ajmpe-258	252	32	payments	payment	NOUN
ajmpe-258	252	33	.	.	PUNCT
ajmpe-258	253	1	our	our	PRON
ajmpe-258	253	2	algorithm	algorithm	NOUN
ajmpe-258	253	3	uniquely	uniquely	ADV
ajmpe-258	253	4	collates	collate	VERB
ajmpe-258	253	5	predictors	predictor	NOUN
ajmpe-258	253	6	across	across	ADP
ajmpe-258	253	7	both	both	CCONJ
ajmpe-258	253	8	clinical	clinical	ADJ
ajmpe-258	253	9	and	and	CCONJ
ajmpe-258	253	10	social	social	ADJ
ajmpe-258	253	11	determinants	determinant	NOUN
ajmpe-258	253	12	of	of	ADP
ajmpe-258	253	13	health	health	NOUN
ajmpe-258	253	14	,	,	PUNCT
ajmpe-258	253	15	specifically	specifically	ADV
ajmpe-258	253	16	contributing	contribute	VERB
ajmpe-258	253	17	to	to	ADP
ajmpe-258	253	18	the	the	DET
ajmpe-258	253	19	social	social	ADJ
ajmpe-258	253	20	drivers	driver	NOUN
ajmpe-258	253	21	crucial	crucial	ADJ
ajmpe-258	253	22	to	to	ADP
ajmpe-258	253	23	readmissions	readmission	NOUN
ajmpe-258	253	24	as	as	SCONJ
ajmpe-258	253	25	patients	patient	NOUN
ajmpe-258	253	26	are	be	AUX
ajmpe-258	253	27	discharged	discharge	VERB
ajmpe-258	253	28	into	into	ADP
ajmpe-258	253	29	their	their	PRON
ajmpe-258	253	30	social	social	ADJ
ajmpe-258	253	31	environments	environment	NOUN
ajmpe-258	253	32	.	.	PUNCT
ajmpe-258	254	1	in	in	ADP
ajmpe-258	254	2	our	our	PRON
ajmpe-258	254	3	findings	finding	NOUN
ajmpe-258	254	4	,	,	PUNCT
ajmpe-258	254	5	two	two	NUM
ajmpe-258	254	6	drivers	driver	NOUN
ajmpe-258	254	7	viewed	view	VERB
ajmpe-258	254	8	as	as	ADP
ajmpe-258	254	9	proxies	proxy	NOUN
ajmpe-258	254	10	of	of	ADP
ajmpe-258	254	11	social	social	ADJ
ajmpe-258	254	12	environments	environment	NOUN
ajmpe-258	254	13	,	,	PUNCT
ajmpe-258	254	14	are	be	AUX
ajmpe-258	254	15	unique	unique	ADJ
ajmpe-258	254	16	within	within	ADP
ajmpe-258	254	17	the	the	DET
ajmpe-258	254	18	cardiac	cardiac	ADJ
ajmpe-258	254	19	readmission	readmission	NOUN
ajmpe-258	254	20	research	research	NOUN
ajmpe-258	254	21	literature	literature	NOUN
ajmpe-258	254	22	.	.	PUNCT
ajmpe-258	255	1	drivers	driver	NOUN
ajmpe-258	255	2	of	of	ADP
ajmpe-258	255	3	patient	patient	ADJ
ajmpe-258	255	4	no	no	DET
ajmpe-258	255	5	shows	show	NOUN
ajmpe-258	255	6	or	or	CCONJ
ajmpe-258	255	7	missed	miss	VERB
ajmpe-258	255	8	medical	medical	ADJ
ajmpe-258	255	9	appointments	appointment	NOUN
ajmpe-258	255	10	,	,	PUNCT
ajmpe-258	255	11	include	include	VERB
ajmpe-258	255	12	both	both	DET
ajmpe-258	255	13	patient	patient	ADJ
ajmpe-258	255	14	behavior	behavior	NOUN
ajmpe-258	255	15	characteristics	characteristic	NOUN
ajmpe-258	255	16	but	but	CCONJ
ajmpe-258	255	17	also	also	ADV
ajmpe-258	255	18	potential	potential	ADJ
ajmpe-258	255	19	social	social	ADJ
ajmpe-258	255	20	determinants	determinant	NOUN
ajmpe-258	255	21	impacting	impact	VERB
ajmpe-258	255	22	means	mean	VERB
ajmpe-258	255	23	to	to	PART
ajmpe-258	255	24	attend	attend	VERB
ajmpe-258	255	25	appointments	appointment	NOUN
ajmpe-258	255	26	(	(	PUNCT
ajmpe-258	255	27	i.e.	i.e.	X
ajmpe-258	255	28	,	,	PUNCT
ajmpe-258	255	29	lack	lack	NOUN
ajmpe-258	255	30	of	of	ADP
ajmpe-258	255	31	transportation	transportation	NOUN
ajmpe-258	255	32	,	,	PUNCT
ajmpe-258	255	33	lack	lack	NOUN
ajmpe-258	255	34	of	of	ADP
ajmpe-258	255	35	social	social	ADJ
ajmpe-258	255	36	support	support	NOUN
ajmpe-258	255	37	able	able	ADJ
ajmpe-258	255	38	to	to	PART
ajmpe-258	255	39	provide	provide	VERB
ajmpe-258	255	40	transportation	transportation	NOUN
ajmpe-258	255	41	,	,	PUNCT
ajmpe-258	255	42	poverty	poverty	NOUN
ajmpe-258	255	43	,	,	PUNCT
ajmpe-258	255	44	distance	distance	NOUN
ajmpe-258	255	45	to	to	ADP
ajmpe-258	255	46	hospital	hospital	NOUN
ajmpe-258	255	47	)	)	PUNCT
ajmpe-258	255	48	.	.	PUNCT
ajmpe-258	256	1	similarly	similarly	ADV
ajmpe-258	256	2	,	,	PUNCT
ajmpe-258	256	3	number	number	NOUN
ajmpe-258	256	4	of	of	ADP
ajmpe-258	256	5	prescriptions	prescription	NOUN
ajmpe-258	256	6	provides	provide	VERB
ajmpe-258	256	7	a	a	DET
ajmpe-258	256	8	proxy	proxy	NOUN
ajmpe-258	256	9	for	for	ADP
ajmpe-258	256	10	comorbid	comorbid	NOUN
ajmpe-258	256	11	illnesses	illness	NOUN
ajmpe-258	256	12	,	,	PUNCT
ajmpe-258	256	13	drug	drug	NOUN
ajmpe-258	256	14	interactions	interaction	NOUN
ajmpe-258	256	15	,	,	PUNCT
ajmpe-258	256	16	and	and	CCONJ
ajmpe-258	256	17	age	age	NOUN
ajmpe-258	256	18	which	which	PRON
ajmpe-258	256	19	are	be	AUX
ajmpe-258	256	20	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	256	21	top	top	ADJ
ajmpe-258	256	22	health	health	PROPN
ajmpe-258	256	23	sciences	sciences	PROPN
ajmpe-258	256	24	research	research	PROPN
ajmpe-258	256	25	journal	journal	PROPN
ajmpe-258	256	26	vol.7	vol.7	PROPN
ajmpe-258	256	27	,	,	PUNCT
ajmpe-258	256	28	issue	issue	NOUN
ajmpe-258	256	29	1	1	NUM
ajmpe-258	256	30	;	;	PUNCT
ajmpe-258	256	31	january	january	PROPN
ajmpe-258	256	32	-	-	PUNCT
ajmpe-258	256	33	febuary	febuary	PROPN
ajmpe-258	256	34	2022	2022	NUM
ajmpe-258	256	35	;	;	PUNCT
ajmpe-258	256	36	1252	1252	NUM
ajmpe-258	256	37	columbia	columbia	PROPN
ajmpe-258	256	38	rd	rd	PROPN
ajmpe-258	256	39	nw	nw	PROPN
ajmpe-258	256	40	,	,	PUNCT
ajmpe-258	256	41	washington	washington	PROPN
ajmpe-258	256	42	dc	dc	PROPN
ajmpe-258	256	43	,	,	PUNCT
ajmpe-258	256	44	united	united	PROPN
ajmpe-258	256	45	states	states	PROPN
ajmpe-258	256	46	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	256	47	;	;	PUNCT
ajmpe-258	256	48	mail	mail	NOUN
ajmpe-258	256	49	:	:	PUNCT
ajmpe-258	256	50	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	257	1	12	12	NUM
ajmpe-258	258	1	|	|	ADV
ajmpe-258	258	2	t	t	X
ajmpe-258	258	3	o	o	NOUN
ajmpe-258	259	1	p	p	X
ajmpe-258	259	2	h	h	NOUN
ajmpe-258	259	3	e	e	PROPN
ajmpe-258	259	4	a	a	PROPN
ajmpe-258	259	5	l	l	NOUN
ajmpe-258	259	6	t	t	NOUN
ajmpe-258	259	7	h	h	NOUN
ajmpe-258	259	8	s	s	VERB
ajmpe-258	259	9	c	c	NOUN
ajmpe-258	260	1	i	i	NOUN
ajmpe-258	260	2	e	e	PROPN
ajmpe-258	260	3	n	n	PROPN
ajmpe-258	260	4	c	c	NOUN
ajmpe-258	260	5	e	e	NOUN
ajmpe-258	260	6	s	s	NOUN
ajmpe-258	260	7	r	r	NOUN
ajmpe-258	260	8	e	e	NOUN
ajmpe-258	260	9	s	s	NOUN
ajmpe-258	260	10	e	e	NOUN
ajmpe-258	260	11	a	a	DET
ajmpe-258	260	12	r	r	NOUN
ajmpe-258	260	13	c	c	NOUN
ajmpe-258	260	14	h	h	NOUN
ajmpe-258	261	1	j	j	NOUN
ajmpe-258	261	2	o	o	X
ajmpe-258	261	3	u	u	NOUN
ajmpe-258	261	4	r	r	NOUN
ajmpe-258	261	5	n	n	ADV
ajmpe-258	261	6	a	a	DET
ajmpe-258	261	7	l	l	NOUN
ajmpe-258	262	1	|	|	ADV
ajmpe-258	262	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	262	3	crucial	crucial	ADJ
ajmpe-258	262	4	to	to	ADP
ajmpe-258	262	5	patient	patient	ADJ
ajmpe-258	262	6	engagement	engagement	NOUN
ajmpe-258	262	7	with	with	ADP
ajmpe-258	262	8	their	their	PRON
ajmpe-258	262	9	healthcare	healthcare	NOUN
ajmpe-258	262	10	.	.	PUNCT
ajmpe-258	263	1	as	as	ADP
ajmpe-258	263	2	such	such	ADJ
ajmpe-258	263	3	,	,	PUNCT
ajmpe-258	263	4	a	a	DET
ajmpe-258	263	5	risk	risk	NOUN
ajmpe-258	263	6	score	score	NOUN
ajmpe-258	263	7	revealing	reveal	VERB
ajmpe-258	263	8	these	these	DET
ajmpe-258	263	9	important	important	ADJ
ajmpe-258	263	10	socioeconomic	socioeconomic	ADJ
ajmpe-258	263	11	drivers	driver	NOUN
ajmpe-258	263	12	,	,	PUNCT
ajmpe-258	263	13	along	along	ADP
ajmpe-258	263	14	with	with	ADP
ajmpe-258	263	15	clinical	clinical	ADJ
ajmpe-258	263	16	determinants	determinant	NOUN
ajmpe-258	263	17	,	,	PUNCT
ajmpe-258	263	18	are	be	AUX
ajmpe-258	263	19	poised	poise	VERB
ajmpe-258	263	20	to	to	PART
ajmpe-258	263	21	provide	provide	VERB
ajmpe-258	263	22	healthcare	healthcare	NOUN
ajmpe-258	263	23	systems	system	NOUN
ajmpe-258	263	24	with	with	ADP
ajmpe-258	263	25	actionable	actionable	ADJ
ajmpe-258	263	26	insights	insight	NOUN
ajmpe-258	263	27	on	on	ADP
ajmpe-258	263	28	how	how	SCONJ
ajmpe-258	263	29	to	to	PART
ajmpe-258	263	30	intervene	intervene	VERB
ajmpe-258	263	31	with	with	ADP
ajmpe-258	263	32	patient	patient	ADJ
ajmpe-258	263	33	populations	population	NOUN
ajmpe-258	263	34	shown	show	VERB
ajmpe-258	263	35	to	to	PART
ajmpe-258	263	36	be	be	AUX
ajmpe-258	263	37	at	at	ADP
ajmpe-258	263	38	risk	risk	NOUN
ajmpe-258	263	39	for	for	ADP
ajmpe-258	263	40	readmission	readmission	NOUN
ajmpe-258	263	41	.	.	PUNCT
ajmpe-258	264	1	this	this	DET
ajmpe-258	264	2	risk	risk	NOUN
ajmpe-258	264	3	score	score	NOUN
ajmpe-258	264	4	formula	formula	NOUN
ajmpe-258	264	5	,	,	PUNCT
ajmpe-258	264	6	unique	unique	ADJ
ajmpe-258	264	7	within	within	ADV
ajmpe-258	264	8	in	in	ADP
ajmpe-258	264	9	the	the	DET
ajmpe-258	264	10	published	publish	VERB
ajmpe-258	264	11	literature	literature	NOUN
ajmpe-258	264	12	,	,	PUNCT
ajmpe-258	264	13	provides	provide	VERB
ajmpe-258	264	14	an	an	DET
ajmpe-258	264	15	opportunity	opportunity	NOUN
ajmpe-258	264	16	to	to	PART
ajmpe-258	264	17	identify	identify	VERB
ajmpe-258	264	18	high	high	ADJ
ajmpe-258	264	19	risk	risk	NOUN
ajmpe-258	264	20	patients	patient	NOUN
ajmpe-258	264	21	at	at	ADP
ajmpe-258	264	22	the	the	DET
ajmpe-258	264	23	time	time	NOUN
ajmpe-258	264	24	of	of	ADP
ajmpe-258	264	25	discharge	discharge	NOUN
ajmpe-258	264	26	.	.	PUNCT
ajmpe-258	265	1	the	the	DET
ajmpe-258	265	2	analyses	analysis	NOUN
ajmpe-258	265	3	utilized	utilize	VERB
ajmpe-258	265	4	not	not	PART
ajmpe-258	265	5	only	only	ADV
ajmpe-258	265	6	allows	allow	VERB
ajmpe-258	265	7	us	we	PRON
ajmpe-258	265	8	to	to	PART
ajmpe-258	265	9	score	score	VERB
ajmpe-258	265	10	a	a	DET
ajmpe-258	265	11	patient	patient	NOUN
ajmpe-258	265	12	at	at	ADP
ajmpe-258	265	13	various	various	ADJ
ajmpe-258	265	14	levels	level	NOUN
ajmpe-258	265	15	of	of	ADP
ajmpe-258	265	16	risk	risk	NOUN
ajmpe-258	265	17	for	for	ADP
ajmpe-258	265	18	readmission	readmission	NOUN
ajmpe-258	265	19	(	(	PUNCT
ajmpe-258	265	20	predictive	predictive	NOUN
ajmpe-258	265	21	)	)	PUNCT
ajmpe-258	265	22	,	,	PUNCT
ajmpe-258	265	23	it	it	PRON
ajmpe-258	265	24	also	also	ADV
ajmpe-258	265	25	provides	provide	VERB
ajmpe-258	265	26	information	information	NOUN
ajmpe-258	265	27	on	on	ADP
ajmpe-258	265	28	the	the	DET
ajmpe-258	265	29	individual	individual	ADJ
ajmpe-258	265	30	drivers	driver	NOUN
ajmpe-258	265	31	for	for	ADP
ajmpe-258	265	32	each	each	DET
ajmpe-258	265	33	score	score	NOUN
ajmpe-258	265	34	(	(	PUNCT
ajmpe-258	265	35	prescriptive	prescriptive	NOUN
ajmpe-258	265	36	)	)	PUNCT
ajmpe-258	265	37	.	.	PUNCT
ajmpe-258	266	1	this	this	DET
ajmpe-258	266	2	statistical	statistical	ADJ
ajmpe-258	266	3	approach	approach	NOUN
ajmpe-258	266	4	will	will	AUX
ajmpe-258	266	5	allow	allow	VERB
ajmpe-258	266	6	providers	provider	NOUN
ajmpe-258	266	7	to	to	PART
ajmpe-258	266	8	compare	compare	VERB
ajmpe-258	266	9	and	and	CCONJ
ajmpe-258	266	10	find	find	VERB
ajmpe-258	266	11	the	the	DET
ajmpe-258	266	12	best	good	ADJ
ajmpe-258	266	13	fit	fit	NOUN
ajmpe-258	266	14	on	on	ADP
ajmpe-258	266	15	an	an	DET
ajmpe-258	266	16	individual	individual	ADJ
ajmpe-258	266	17	level	level	NOUN
ajmpe-258	266	18	.	.	PUNCT
ajmpe-258	267	1	on	on	ADP
ajmpe-258	267	2	a	a	DET
ajmpe-258	267	3	population	population	NOUN
ajmpe-258	267	4	level	level	NOUN
ajmpe-258	267	5	of	of	ADP
ajmpe-258	267	6	analytics	analytic	NOUN
ajmpe-258	267	7	this	this	DET
ajmpe-258	267	8	tool	tool	NOUN
ajmpe-258	267	9	allows	allow	VERB
ajmpe-258	267	10	a	a	DET
ajmpe-258	267	11	look	look	NOUN
ajmpe-258	267	12	across	across	ADP
ajmpe-258	267	13	the	the	DET
ajmpe-258	267	14	whole	whole	ADJ
ajmpe-258	267	15	healthcare	healthcare	NOUN
ajmpe-258	267	16	enterprise	enterprise	NOUN
ajmpe-258	267	17	.	.	PUNCT
ajmpe-258	268	1	in	in	ADP
ajmpe-258	268	2	addition	addition	NOUN
ajmpe-258	268	3	,	,	PUNCT
ajmpe-258	268	4	once	once	ADV
ajmpe-258	268	5	validated	validate	VERB
ajmpe-258	268	6	will	will	AUX
ajmpe-258	268	7	allow	allow	VERB
ajmpe-258	268	8	for	for	ADP
ajmpe-258	268	9	prescriptive	prescriptive	ADJ
ajmpe-258	268	10	analytics	analytic	NOUN
ajmpe-258	268	11	.	.	PUNCT
ajmpe-258	269	1	this	this	DET
ajmpe-258	269	2	novel	novel	ADJ
ajmpe-258	269	3	statistical	statistical	ADJ
ajmpe-258	269	4	approach	approach	NOUN
ajmpe-258	269	5	proves	prove	VERB
ajmpe-258	269	6	to	to	PART
ajmpe-258	269	7	be	be	AUX
ajmpe-258	269	8	a	a	DET
ajmpe-258	269	9	unique	unique	ADJ
ajmpe-258	269	10	tool	tool	NOUN
ajmpe-258	269	11	and	and	CCONJ
ajmpe-258	269	12	a	a	DET
ajmpe-258	269	13	smart	smart	ADJ
ajmpe-258	269	14	collaboration	collaboration	NOUN
ajmpe-258	269	15	within	within	ADP
ajmpe-258	269	16	in	in	ADP
ajmpe-258	269	17	the	the	DET
ajmpe-258	269	18	healthcare	healthcare	NOUN
ajmpe-258	269	19	space	space	NOUN
ajmpe-258	269	20	.	.	PUNCT
ajmpe-258	270	1	limitations	limitation	NOUN
ajmpe-258	270	2	to	to	ADP
ajmpe-258	270	3	the	the	DET
ajmpe-258	270	4	current	current	ADJ
ajmpe-258	270	5	study	study	NOUN
ajmpe-258	270	6	include	include	VERB
ajmpe-258	270	7	a	a	DET
ajmpe-258	270	8	lack	lack	NOUN
ajmpe-258	270	9	of	of	ADP
ajmpe-258	270	10	data	datum	NOUN
ajmpe-258	270	11	in	in	ADP
ajmpe-258	270	12	potentially	potentially	ADV
ajmpe-258	270	13	important	important	ADJ
ajmpe-258	270	14	drivers	driver	NOUN
ajmpe-258	270	15	of	of	ADP
ajmpe-258	270	16	readmission	readmission	NOUN
ajmpe-258	270	17	.	.	PUNCT
ajmpe-258	271	1	we	we	PRON
ajmpe-258	271	2	did	do	AUX
ajmpe-258	271	3	not	not	PART
ajmpe-258	271	4	include	include	VERB
ajmpe-258	271	5	data	datum	NOUN
ajmpe-258	271	6	on	on	ADP
ajmpe-258	271	7	emergency	emergency	NOUN
ajmpe-258	271	8	admissions	admission	NOUN
ajmpe-258	271	9	or	or	CCONJ
ajmpe-258	271	10	patient	patient	NOUN
ajmpe-258	271	11	’s	’s	PART
ajmpe-258	271	12	patterns	pattern	NOUN
ajmpe-258	271	13	of	of	ADP
ajmpe-258	271	14	inappropriate	inappropriate	ADJ
ajmpe-258	271	15	utilization	utilization	NOUN
ajmpe-258	271	16	that	that	PRON
ajmpe-258	271	17	may	may	AUX
ajmpe-258	271	18	begin	begin	VERB
ajmpe-258	271	19	to	to	PART
ajmpe-258	271	20	reveal	reveal	VERB
ajmpe-258	271	21	behavioral	behavioral	ADJ
ajmpe-258	271	22	patterns	pattern	NOUN
ajmpe-258	271	23	around	around	ADP
ajmpe-258	271	24	healthcare	healthcare	PROPN
ajmpe-258	271	25	.	.	PUNCT
ajmpe-258	272	1	other	other	ADJ
ajmpe-258	272	2	pertinent	pertinent	ADJ
ajmpe-258	272	3	predictors	predictor	NOUN
ajmpe-258	272	4	of	of	ADP
ajmpe-258	272	5	readmission	readmission	NOUN
ajmpe-258	272	6	seen	see	VERB
ajmpe-258	272	7	in	in	ADP
ajmpe-258	272	8	prior	prior	ADJ
ajmpe-258	272	9	works	work	NOUN
ajmpe-258	272	10	including	include	VERB
ajmpe-258	272	11	patient	patient	NOUN
ajmpe-258	272	12	’s	’s	PART
ajmpe-258	272	13	social	social	ADJ
ajmpe-258	272	14	support	support	NOUN
ajmpe-258	272	15	are	be	AUX
ajmpe-258	272	16	unfortunately	unfortunately	ADV
ajmpe-258	272	17	unavailable	unavailable	ADJ
ajmpe-258	272	18	in	in	ADP
ajmpe-258	272	19	electronic	electronic	ADJ
ajmpe-258	272	20	medical	medical	ADJ
ajmpe-258	272	21	records	record	NOUN
ajmpe-258	272	22	and	and	CCONJ
ajmpe-258	272	23	therefore	therefore	ADV
ajmpe-258	272	24	not	not	PART
ajmpe-258	272	25	included	include	VERB
ajmpe-258	272	26	in	in	ADP
ajmpe-258	272	27	these	these	DET
ajmpe-258	272	28	analyses	analysis	NOUN
ajmpe-258	272	29	.	.	PUNCT
ajmpe-258	273	1	further	far	ADV
ajmpe-258	273	2	,	,	PUNCT
ajmpe-258	273	3	only	only	ADV
ajmpe-258	273	4	discharge	discharge	NOUN
ajmpe-258	273	5	data	datum	NOUN
ajmpe-258	273	6	are	be	AUX
ajmpe-258	273	7	used	use	VERB
ajmpe-258	273	8	to	to	PART
ajmpe-258	273	9	develop	develop	VERB
ajmpe-258	273	10	the	the	DET
ajmpe-258	273	11	risk	risk	NOUN
ajmpe-258	273	12	score	score	NOUN
ajmpe-258	273	13	for	for	ADP
ajmpe-258	273	14	readmission	readmission	NOUN
ajmpe-258	273	15	.	.	PUNCT
ajmpe-258	274	1	the	the	DET
ajmpe-258	274	2	statistical	statistical	ADJ
ajmpe-258	274	3	tests	test	NOUN
ajmpe-258	274	4	used	use	VERB
ajmpe-258	274	5	in	in	ADP
ajmpe-258	274	6	this	this	DET
ajmpe-258	274	7	study	study	NOUN
ajmpe-258	274	8	are	be	AUX
ajmpe-258	274	9	association	association	NOUN
ajmpe-258	274	10	tests	test	NOUN
ajmpe-258	274	11	and	and	CCONJ
ajmpe-258	274	12	they	they	PRON
ajmpe-258	274	13	do	do	AUX
ajmpe-258	274	14	not	not	PART
ajmpe-258	274	15	establish	establish	VERB
ajmpe-258	274	16	causality	causality	NOUN
ajmpe-258	274	17	.	.	PUNCT
ajmpe-258	275	1	since	since	SCONJ
ajmpe-258	275	2	the	the	DET
ajmpe-258	275	3	dataset	dataset	NOUN
ajmpe-258	275	4	comes	come	VERB
ajmpe-258	275	5	from	from	ADP
ajmpe-258	275	6	hospital	hospital	NOUN
ajmpe-258	275	7	in	in	ADP
ajmpe-258	275	8	the	the	DET
ajmpe-258	275	9	upper	upper	ADJ
ajmpe-258	275	10	midwest	midwest	NOUN
ajmpe-258	275	11	,	,	PUNCT
ajmpe-258	275	12	the	the	DET
ajmpe-258	275	13	patients	patient	NOUN
ajmpe-258	275	14	are	be	AUX
ajmpe-258	275	15	primarily	primarily	ADV
ajmpe-258	275	16	caucasian	caucasian	ADJ
ajmpe-258	275	17	.	.	PUNCT
ajmpe-258	276	1	no	no	DET
ajmpe-258	276	2	chart	chart	NOUN
ajmpe-258	276	3	review	review	NOUN
ajmpe-258	276	4	information	information	NOUN
ajmpe-258	276	5	is	be	AUX
ajmpe-258	276	6	used	use	VERB
ajmpe-258	276	7	in	in	ADP
ajmpe-258	276	8	the	the	DET
ajmpe-258	276	9	score	score	NOUN
ajmpe-258	276	10	.	.	PUNCT
ajmpe-258	277	1	future	future	ADJ
ajmpe-258	277	2	directions	direction	NOUN
ajmpe-258	277	3	include	include	VERB
ajmpe-258	277	4	refinement	refinement	NOUN
ajmpe-258	277	5	and	and	CCONJ
ajmpe-258	277	6	validation	validation	NOUN
ajmpe-258	277	7	of	of	ADP
ajmpe-258	277	8	the	the	DET
ajmpe-258	277	9	current	current	ADJ
ajmpe-258	277	10	risk	risk	NOUN
ajmpe-258	277	11	score	score	NOUN
ajmpe-258	277	12	.	.	PUNCT
ajmpe-258	278	1	specifically	specifically	ADV
ajmpe-258	278	2	,	,	PUNCT
ajmpe-258	278	3	placing	place	VERB
ajmpe-258	278	4	the	the	DET
ajmpe-258	278	5	score	score	NOUN
ajmpe-258	278	6	into	into	ADP
ajmpe-258	278	7	a	a	DET
ajmpe-258	278	8	live	live	ADJ
ajmpe-258	278	9	clinical	clinical	ADJ
ajmpe-258	278	10	environment	environment	NOUN
ajmpe-258	278	11	to	to	PART
ajmpe-258	278	12	assess	assess	VERB
ajmpe-258	278	13	real	real	ADJ
ajmpe-258	278	14	-	-	PUNCT
ajmpe-258	278	15	life	life	NOUN
ajmpe-258	278	16	effectiveness	effectiveness	NOUN
ajmpe-258	278	17	.	.	PUNCT
ajmpe-258	279	1	historically	historically	ADV
ajmpe-258	279	2	,	,	PUNCT
ajmpe-258	279	3	impacts	impact	NOUN
ajmpe-258	279	4	of	of	ADP
ajmpe-258	279	5	regression	regression	NOUN
ajmpe-258	279	6	to	to	ADP
ajmpe-258	279	7	the	the	DET
ajmpe-258	279	8	mean	mean	NOUN
ajmpe-258	279	9	(	(	PUNCT
ajmpe-258	279	10	patient	patient	NOUN
ajmpe-258	279	11	’s	’s	PART
ajmpe-258	279	12	eventual	eventual	ADJ
ajmpe-258	279	13	regress	regress	NOUN
ajmpe-258	279	14	to	to	ADP
ajmpe-258	279	15	the	the	DET
ajmpe-258	279	16	mean	mean	NOUN
ajmpe-258	279	17	without	without	ADP
ajmpe-258	279	18	intervention	intervention	NOUN
ajmpe-258	279	19	)	)	PUNCT
ajmpe-258	279	20	have	have	AUX
ajmpe-258	279	21	clouded	cloud	VERB
ajmpe-258	279	22	the	the	DET
ajmpe-258	279	23	influence	influence	NOUN
ajmpe-258	279	24	of	of	ADP
ajmpe-258	279	25	predictive	predictive	ADJ
ajmpe-258	279	26	ability	ability	NOUN
ajmpe-258	279	27	,	,	PUNCT
ajmpe-258	279	28	especially	especially	ADV
ajmpe-258	279	29	in	in	ADP
ajmpe-258	279	30	assessments	assessment	NOUN
ajmpe-258	279	31	applying	apply	VERB
ajmpe-258	279	32	preand	preand	NOUN
ajmpe-258	279	33	poststudies	poststudie	NOUN
ajmpe-258	279	34	.	.	PUNCT
ajmpe-258	280	1	we	we	PRON
ajmpe-258	280	2	intend	intend	VERB
ajmpe-258	280	3	on	on	ADP
ajmpe-258	280	4	circumventing	circumvent	VERB
ajmpe-258	280	5	any	any	DET
ajmpe-258	280	6	confounding	confound	VERB
ajmpe-258	280	7	factors	factor	NOUN
ajmpe-258	280	8	by	by	ADP
ajmpe-258	280	9	implementing	implement	VERB
ajmpe-258	280	10	our	our	PRON
ajmpe-258	280	11	validation	validation	NOUN
ajmpe-258	280	12	through	through	ADP
ajmpe-258	280	13	control	control	NOUN
ajmpe-258	280	14	intervention	intervention	NOUN
ajmpe-258	280	15	environments	environment	NOUN
ajmpe-258	280	16	.	.	PUNCT
ajmpe-258	281	1	in	in	ADP
ajmpe-258	281	2	collaboration	collaboration	NOUN
ajmpe-258	281	3	with	with	ADP
ajmpe-258	281	4	a	a	DET
ajmpe-258	281	5	large	large	ADJ
ajmpe-258	281	6	integrated	integrate	VERB
ajmpe-258	281	7	healthcare	healthcare	NOUN
ajmpe-258	281	8	delivery	delivery	NOUN
ajmpe-258	281	9	system	system	NOUN
ajmpe-258	281	10	we	we	PRON
ajmpe-258	281	11	have	have	VERB
ajmpe-258	281	12	the	the	DET
ajmpe-258	281	13	ability	ability	NOUN
ajmpe-258	281	14	to	to	PART
ajmpe-258	281	15	evaluate	evaluate	VERB
ajmpe-258	281	16	the	the	DET
ajmpe-258	281	17	score	score	NOUN
ajmpe-258	281	18	with	with	ADP
ajmpe-258	281	19	a	a	DET
ajmpe-258	281	20	relatively	relatively	ADV
ajmpe-258	281	21	homogenous	homogenous	ADJ
ajmpe-258	281	22	patient	patient	ADJ
ajmpe-258	281	23	population	population	NOUN
ajmpe-258	281	24	where	where	SCONJ
ajmpe-258	281	25	patients	patient	NOUN
ajmpe-258	281	26	are	be	AUX
ajmpe-258	281	27	separated	separate	VERB
ajmpe-258	281	28	by	by	ADP
ajmpe-258	281	29	large	large	ADJ
ajmpe-258	281	30	distances	distance	NOUN
ajmpe-258	281	31	.	.	PUNCT
ajmpe-258	282	1	as	as	ADP
ajmpe-258	282	2	such	such	ADJ
ajmpe-258	282	3	,	,	PUNCT
ajmpe-258	282	4	any	any	DET
ajmpe-258	282	5	novel	novel	ADJ
ajmpe-258	282	6	interventions	intervention	NOUN
ajmpe-258	282	7	such	such	ADJ
ajmpe-258	282	8	as	as	ADP
ajmpe-258	282	9	score	score	NOUN
ajmpe-258	282	10	implementation	implementation	NOUN
ajmpe-258	282	11	in	in	ADP
ajmpe-258	282	12	one	one	NUM
ajmpe-258	282	13	setting	setting	NOUN
ajmpe-258	282	14	and	and	CCONJ
ajmpe-258	282	15	not	not	PART
ajmpe-258	282	16	another	another	PRON
ajmpe-258	282	17	will	will	AUX
ajmpe-258	282	18	not	not	PART
ajmpe-258	282	19	cross	cross	VERB
ajmpe-258	282	20	contaminate	contaminate	VERB
ajmpe-258	282	21	the	the	DET
ajmpe-258	282	22	control	control	NOUN
ajmpe-258	282	23	-	-	PUNCT
ajmpe-258	282	24	intervention	intervention	NOUN
ajmpe-258	282	25	environments	environment	NOUN
ajmpe-258	282	26	.	.	PUNCT
ajmpe-258	283	1	metrics	metric	NOUN
ajmpe-258	283	2	indicating	indicate	VERB
ajmpe-258	283	3	predictive	predictive	ADJ
ajmpe-258	283	4	success	success	NOUN
ajmpe-258	283	5	will	will	AUX
ajmpe-258	283	6	be	be	AUX
ajmpe-258	283	7	available	available	ADJ
ajmpe-258	283	8	through	through	ADP
ajmpe-258	283	9	emr	emr	PROPN
ajmpe-258	283	10	data	datum	NOUN
ajmpe-258	283	11	including	include	VERB
ajmpe-258	283	12	decreased	decrease	VERB
ajmpe-258	283	13	readmissions	readmission	NOUN
ajmpe-258	283	14	overtime	overtime	NOUN
ajmpe-258	283	15	.	.	PUNCT
ajmpe-258	284	1	it	it	PRON
ajmpe-258	284	2	is	be	AUX
ajmpe-258	284	3	evident	evident	ADJ
ajmpe-258	284	4	that	that	SCONJ
ajmpe-258	284	5	prescriptive	prescriptive	ADJ
ajmpe-258	284	6	algorithms	algorithm	NOUN
ajmpe-258	284	7	are	be	AUX
ajmpe-258	284	8	the	the	DET
ajmpe-258	284	9	future	future	NOUN
ajmpe-258	284	10	for	for	ADP
ajmpe-258	284	11	analytics	analytic	NOUN
ajmpe-258	284	12	in	in	ADP
ajmpe-258	284	13	healthcare	healthcare	PROPN
ajmpe-258	284	14	.	.	PUNCT
ajmpe-258	285	1	past	past	ADP
ajmpe-258	285	2	the	the	DET
ajmpe-258	285	3	promise	promise	NOUN
ajmpe-258	285	4	of	of	ADP
ajmpe-258	285	5	prediction	prediction	NOUN
ajmpe-258	285	6	,	,	PUNCT
ajmpe-258	285	7	prescriptive	prescriptive	ADJ
ajmpe-258	285	8	approaches	approach	NOUN
ajmpe-258	285	9	will	will	AUX
ajmpe-258	285	10	fully	fully	ADV
ajmpe-258	285	11	engage	engage	VERB
ajmpe-258	285	12	providers	provider	NOUN
ajmpe-258	285	13	in	in	ADP
ajmpe-258	285	14	the	the	DET
ajmpe-258	285	15	use	use	NOUN
ajmpe-258	285	16	of	of	ADP
ajmpe-258	285	17	big	big	ADJ
ajmpe-258	285	18	data	datum	NOUN
ajmpe-258	285	19	and	and	CCONJ
ajmpe-258	285	20	analytics	analytic	NOUN
ajmpe-258	285	21	.	.	PUNCT
ajmpe-258	286	1	the	the	DET
ajmpe-258	286	2	current	current	ADJ
ajmpe-258	286	3	risk	risk	NOUN
ajmpe-258	286	4	score	score	NOUN
ajmpe-258	286	5	with	with	ADP
ajmpe-258	286	6	predictive	predictive	ADJ
ajmpe-258	286	7	and	and	CCONJ
ajmpe-258	286	8	prescriptive	prescriptive	ADJ
ajmpe-258	286	9	capability	capability	NOUN
ajmpe-258	286	10	provides	provide	VERB
ajmpe-258	286	11	a	a	DET
ajmpe-258	286	12	much	much	ADV
ajmpe-258	286	13	-	-	PUNCT
ajmpe-258	286	14	needed	need	VERB
ajmpe-258	286	15	movement	movement	NOUN
ajmpe-258	286	16	towards	towards	ADP
ajmpe-258	286	17	this	this	DET
ajmpe-258	286	18	work	work	NOUN
ajmpe-258	286	19	.	.	PUNCT
ajmpe-258	287	1	references	reference	NOUN
ajmpe-258	287	2	andel	andel	PROPN
ajmpe-258	287	3	,	,	PUNCT
ajmpe-258	287	4	c.	c.	PROPN
ajmpe-258	287	5	,	,	PUNCT
ajmpe-258	287	6	davidow	davidow	NOUN
ajmpe-258	287	7	,	,	PUNCT
ajmpe-258	287	8	s.	s.	PROPN
ajmpe-258	287	9	l.	l.	PROPN
ajmpe-258	287	10	,	,	PUNCT
ajmpe-258	287	11	hollander	hollander	PROPN
ajmpe-258	287	12	,	,	PUNCT
ajmpe-258	287	13	m.	m.	NOUN
ajmpe-258	287	14	,	,	PUNCT
ajmpe-258	287	15	&	&	CCONJ
ajmpe-258	287	16	moreno	moreno	PROPN
ajmpe-258	287	17	,	,	PUNCT
ajmpe-258	287	18	d.	d.	PROPN
ajmpe-258	287	19	a.	a.	PROPN
ajmpe-258	287	20	(	(	PUNCT
ajmpe-258	287	21	2012	2012	NUM
ajmpe-258	287	22	)	)	PUNCT
ajmpe-258	287	23	.	.	PUNCT
ajmpe-258	288	1	the	the	DET
ajmpe-258	288	2	economics	economic	NOUN
ajmpe-258	288	3	of	of	ADP
ajmpe-258	288	4	health	health	NOUN
ajmpe-258	288	5	care	care	NOUN
ajmpe-258	288	6	quality	quality	NOUN
ajmpe-258	288	7	and	and	CCONJ
ajmpe-258	288	8	medical	medical	ADJ
ajmpe-258	288	9	errors	error	NOUN
ajmpe-258	288	10	.	.	PUNCT
ajmpe-258	289	1	journal	journal	PROPN
ajmpe-258	289	2	of	of	ADP
ajmpe-258	289	3	health	health	PROPN
ajmpe-258	289	4	care	care	NOUN
ajmpe-258	289	5	finance	finance	NOUN
ajmpe-258	289	6	,	,	PUNCT
ajmpe-258	289	7	39(1	39(1	NUM
ajmpe-258	289	8	)	)	PUNCT
ajmpe-258	289	9	39	39	NUM
ajmpe-258	289	10	.	.	PUNCT
ajmpe-258	290	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	290	2	top	top	ADJ
ajmpe-258	290	3	health	health	PROPN
ajmpe-258	290	4	sciences	sciences	PROPN
ajmpe-258	290	5	research	research	PROPN
ajmpe-258	290	6	journal	journal	PROPN
ajmpe-258	290	7	vol.7	vol.7	PROPN
ajmpe-258	290	8	,	,	PUNCT
ajmpe-258	290	9	issue	issue	NOUN
ajmpe-258	290	10	1	1	NUM
ajmpe-258	290	11	;	;	PUNCT
ajmpe-258	290	12	january	january	PROPN
ajmpe-258	290	13	-	-	PUNCT
ajmpe-258	290	14	febuary	febuary	PROPN
ajmpe-258	290	15	2022	2022	NUM
ajmpe-258	290	16	;	;	PUNCT
ajmpe-258	290	17	1252	1252	NUM
ajmpe-258	290	18	columbia	columbia	PROPN
ajmpe-258	290	19	rd	rd	PROPN
ajmpe-258	290	20	nw	nw	PROPN
ajmpe-258	290	21	,	,	PUNCT
ajmpe-258	290	22	washington	washington	PROPN
ajmpe-258	290	23	dc	dc	PROPN
ajmpe-258	290	24	,	,	PUNCT
ajmpe-258	290	25	united	united	PROPN
ajmpe-258	290	26	states	states	PROPN
ajmpe-258	290	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	290	28	;	;	PUNCT
ajmpe-258	290	29	mail	mail	NOUN
ajmpe-258	290	30	:	:	PUNCT
ajmpe-258	290	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	291	1	13	13	NUM
ajmpe-258	292	1	|	|	ADV
ajmpe-258	292	2	t	t	X
ajmpe-258	292	3	o	o	NOUN
ajmpe-258	293	1	p	p	X
ajmpe-258	293	2	h	h	NOUN
ajmpe-258	293	3	e	e	PROPN
ajmpe-258	293	4	a	a	PROPN
ajmpe-258	293	5	l	l	NOUN
ajmpe-258	293	6	t	t	NOUN
ajmpe-258	293	7	h	h	NOUN
ajmpe-258	293	8	s	s	VERB
ajmpe-258	293	9	c	c	NOUN
ajmpe-258	294	1	i	i	NOUN
ajmpe-258	294	2	e	e	PROPN
ajmpe-258	294	3	n	n	PROPN
ajmpe-258	294	4	c	c	NOUN
ajmpe-258	294	5	e	e	NOUN
ajmpe-258	294	6	s	s	NOUN
ajmpe-258	294	7	r	r	NOUN
ajmpe-258	294	8	e	e	NOUN
ajmpe-258	294	9	s	s	NOUN
ajmpe-258	294	10	e	e	NOUN
ajmpe-258	294	11	a	a	DET
ajmpe-258	294	12	r	r	NOUN
ajmpe-258	294	13	c	c	NOUN
ajmpe-258	294	14	h	h	NOUN
ajmpe-258	295	1	j	j	NOUN
ajmpe-258	295	2	o	o	X
ajmpe-258	295	3	u	u	NOUN
ajmpe-258	295	4	r	r	NOUN
ajmpe-258	295	5	n	n	ADV
ajmpe-258	295	6	a	a	DET
ajmpe-258	295	7	l	l	NOUN
ajmpe-258	296	1	|	|	NOUN
ajmpe-258	296	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	296	3	banoff	banoff	NOUN
ajmpe-258	296	4	,	,	PUNCT
ajmpe-258	296	5	k.	k.	PROPN
ajmpe-258	296	6	m.	m.	PROPN
ajmpe-258	296	7	,	,	PUNCT
ajmpe-258	296	8	milner	milner	NOUN
ajmpe-258	296	9	,	,	PUNCT
ajmpe-258	296	10	k.	k.	PROPN
ajmpe-258	296	11	,	,	PUNCT
ajmpe-258	296	12	rimar	rimar	PROPN
ajmpe-258	296	13	,	,	PUNCT
ajmpe-258	296	14	j.	j.	PROPN
ajmpe-258	296	15	,	,	PUNCT
ajmpe-258	296	16	greer	greer	PROPN
ajmpe-258	296	17	,	,	PUNCT
ajmpe-258	296	18	a.	a.	PROPN
ajmpe-258	296	19	e.	e.	PROPN
ajmpe-258	296	20	,	,	PUNCT
ajmpe-258	296	21	&	&	CCONJ
ajmpe-258	296	22	canavan	canavan	PROPN
ajmpe-258	296	23	,	,	PUNCT
ajmpe-258	296	24	m.	m.	NOUN
ajmpe-258	296	25	(	(	PUNCT
ajmpe-258	296	26	2016	2016	NUM
ajmpe-258	296	27	)	)	PUNCT
ajmpe-258	296	28	.	.	PUNCT
ajmpe-258	297	1	assessment	assessment	NOUN
ajmpe-258	297	2	of	of	ADP
ajmpe-258	297	3	a	a	DET
ajmpe-258	297	4	novel	novel	ADJ
ajmpe-258	297	5	tool	tool	NOUN
ajmpe-258	297	6	for	for	ADP
ajmpe-258	297	7	identifying	identify	VERB
ajmpe-258	297	8	hospitalized	hospitalize	VERB
ajmpe-258	297	9	patients	patient	NOUN
ajmpe-258	297	10	with	with	ADP
ajmpe-258	297	11	heart	heart	NOUN
ajmpe-258	297	12	failure	failure	NOUN
ajmpe-258	297	13	at	at	ADP
ajmpe-258	297	14	risk	risk	NOUN
ajmpe-258	297	15	for	for	ADP
ajmpe-258	297	16	30	30	NUM
ajmpe-258	297	17	-	-	PUNCT
ajmpe-258	297	18	day	day	NOUN
ajmpe-258	297	19	readmission	readmission	NOUN
ajmpe-258	297	20	,	,	PUNCT
ajmpe-258	297	21	high	high	ADJ
ajmpe-258	297	22	cost	cost	NOUN
ajmpe-258	297	23	,	,	PUNCT
ajmpe-258	297	24	and	and	CCONJ
ajmpe-258	297	25	longer	long	ADJ
ajmpe-258	297	26	length	length	NOUN
ajmpe-258	297	27	of	of	ADP
ajmpe-258	297	28	stay	stay	NOUN
ajmpe-258	297	29	.	.	PUNCT
ajmpe-258	298	1	nursing	nursing	NOUN
ajmpe-258	298	2	economics	economic	NOUN
ajmpe-258	298	3	,	,	PUNCT
ajmpe-258	298	4	34(4	34(4	NUM
ajmpe-258	298	5	)	)	PUNCT
ajmpe-258	298	6	,	,	PUNCT
ajmpe-258	298	7	172	172	NUM
ajmpe-258	298	8	.	.	PUNCT
ajmpe-258	298	9	bradley	bradley	PROPN
ajmpe-258	298	10	,	,	PUNCT
ajmpe-258	298	11	e.	e.	PROPN
ajmpe-258	298	12	,	,	PUNCT
ajmpe-258	298	13	yakusheva	yakusheva	PROPN
ajmpe-258	298	14	,	,	PUNCT
ajmpe-258	298	15	o.	o.	PROPN
ajmpe-258	298	16	,	,	PUNCT
ajmpe-258	298	17	horwitz	horwitz	PROPN
ajmpe-258	298	18	,	,	PUNCT
ajmpe-258	298	19	l.	l.	PROPN
ajmpe-258	298	20	i.	i.	PROPN
ajmpe-258	298	21	,	,	PUNCT
ajmpe-258	298	22	sipsma	sipsma	PROPN
ajmpe-258	298	23	,	,	PUNCT
ajmpe-258	298	24	h.	h.	PROPN
ajmpe-258	298	25	,	,	PUNCT
ajmpe-258	298	26	&	&	CCONJ
ajmpe-258	298	27	fletcher	fletcher	PROPN
ajmpe-258	298	28	,	,	PUNCT
ajmpe-258	298	29	j.	j.	PROPN
ajmpe-258	298	30	(	(	PUNCT
ajmpe-258	298	31	2013	2013	NUM
ajmpe-258	298	32	)	)	PUNCT
ajmpe-258	298	33	.	.	PUNCT
ajmpe-258	299	1	identifying	identify	VERB
ajmpe-258	299	2	patients	patient	NOUN
ajmpe-258	299	3	at	at	ADP
ajmpe-258	299	4	increased	increase	VERB
ajmpe-258	299	5	risk	risk	NOUN
ajmpe-258	299	6	for	for	ADP
ajmpe-258	299	7	unplanned	unplanned	ADJ
ajmpe-258	299	8	readmission	readmission	NOUN
ajmpe-258	299	9	.	.	PUNCT
ajmpe-258	300	1	medical	medical	ADJ
ajmpe-258	300	2	care	care	NOUN
ajmpe-258	300	3	,	,	PUNCT
ajmpe-258	300	4	51(9	51(9	NOUN
ajmpe-258	300	5	)	)	PUNCT
ajmpe-258	300	6	,	,	PUNCT
ajmpe-258	300	7	761	761	NUM
ajmpe-258	300	8	.	.	PUNCT
ajmpe-258	300	9	centers	center	NOUN
ajmpe-258	300	10	for	for	ADP
ajmpe-258	300	11	medicare	medicare	PROPN
ajmpe-258	300	12	&	&	CCONJ
ajmpe-258	300	13	medicaid	medicaid	PROPN
ajmpe-258	300	14	services	services	PROPN
ajmpe-258	300	15	(	(	PUNCT
ajmpe-258	300	16	cms	cms	PROPN
ajmpe-258	300	17	)	)	PUNCT
ajmpe-258	300	18	.	.	PUNCT
ajmpe-258	301	1	(	(	PUNCT
ajmpe-258	301	2	2012	2012	NUM
ajmpe-258	301	3	)	)	PUNCT
ajmpe-258	301	4	.	.	PUNCT
ajmpe-258	302	1	readmissions	readmission	NOUN
ajmpe-258	302	2	reduction	reduction	NOUN
ajmpe-258	302	3	program	program	NOUN
ajmpe-258	302	4	.	.	PUNCT
ajmpe-258	303	1	retrieved	retrieve	VERB
ajmpe-258	303	2	from	from	ADP
ajmpe-258	303	3	http://go.cms.gov/1l93lh4	http://go.cms.gov/1l93lh4	NOUN
ajmpe-258	303	4	)	)	PUNCT
ajmpe-258	303	5	.	.	PUNCT
ajmpe-258	304	1	cotter	cotter	NOUN
ajmpe-258	304	2	,	,	PUNCT
ajmpe-258	304	3	p.	p.	PROPN
ajmpe-258	304	4	e.	e.	PROPN
ajmpe-258	304	5	,	,	PUNCT
ajmpe-258	304	6	bhalla	bhalla	PROPN
ajmpe-258	304	7	,	,	PUNCT
ajmpe-258	304	8	v.	v.	PROPN
ajmpe-258	304	9	k.	k.	PROPN
ajmpe-258	304	10	,	,	PUNCT
ajmpe-258	304	11	wallis	wallis	PROPN
ajmpe-258	304	12	,	,	PUNCT
ajmpe-258	304	13	s.	s.	PROPN
ajmpe-258	304	14	j.	j.	PROPN
ajmpe-258	304	15	,	,	PUNCT
ajmpe-258	304	16	&	&	CCONJ
ajmpe-258	304	17	biram	biram	PROPN
ajmpe-258	304	18	,	,	PUNCT
ajmpe-258	304	19	r.	r.	PROPN
ajmpe-258	304	20	w.	w.	PROPN
ajmpe-258	304	21	(	(	PUNCT
ajmpe-258	304	22	2012	2012	NUM
ajmpe-258	304	23	)	)	PUNCT
ajmpe-258	304	24	.	.	PUNCT
ajmpe-258	305	1	predicting	predict	VERB
ajmpe-258	305	2	readmissions	readmission	NOUN
ajmpe-258	305	3	:	:	PUNCT
ajmpe-258	305	4	poor	poor	ADJ
ajmpe-258	305	5	performance	performance	NOUN
ajmpe-258	305	6	of	of	ADP
ajmpe-258	305	7	the	the	DET
ajmpe-258	305	8	lace	lace	NOUN
ajmpe-258	305	9	index	index	NOUN
ajmpe-258	305	10	in	in	ADP
ajmpe-258	305	11	an	an	DET
ajmpe-258	305	12	older	old	ADJ
ajmpe-258	305	13	uk	uk	NOUN
ajmpe-258	305	14	population	population	NOUN
ajmpe-258	305	15	.	.	PUNCT
ajmpe-258	306	1	age	age	NOUN
ajmpe-258	306	2	and	and	CCONJ
ajmpe-258	306	3	ageing	ageing	NOUN
ajmpe-258	306	4	,	,	PUNCT
ajmpe-258	306	5	41(6	41(6	NOUN
ajmpe-258	306	6	)	)	PUNCT
ajmpe-258	306	7	,	,	PUNCT
ajmpe-258	306	8	784	784	NUM
ajmpe-258	306	9	-	-	SYM
ajmpe-258	306	10	789	789	NUM
ajmpe-258	306	11	.	.	PUNCT
ajmpe-258	307	1	de	de	X
ajmpe-258	307	2	lissovoy	lissovoy	NOUN
ajmpe-258	307	3	,	,	PUNCT
ajmpe-258	307	4	g.	g.	PROPN
ajmpe-258	307	5	(	(	PUNCT
ajmpe-258	307	6	2013	2013	NUM
ajmpe-258	307	7	)	)	PUNCT
ajmpe-258	307	8	.	.	PUNCT
ajmpe-258	308	1	big	big	ADJ
ajmpe-258	308	2	data	datum	NOUN
ajmpe-258	308	3	meets	meet	VERB
ajmpe-258	308	4	the	the	DET
ajmpe-258	308	5	electronic	electronic	ADJ
ajmpe-258	308	6	medical	medical	ADJ
ajmpe-258	308	7	record	record	NOUN
ajmpe-258	308	8	:	:	PUNCT
ajmpe-258	308	9	a	a	DET
ajmpe-258	308	10	commentary	commentary	NOUN
ajmpe-258	308	11	on	on	ADP
ajmpe-258	308	12	“	"	PUNCT
ajmpe-258	308	13	identifying	identify	VERB
ajmpe-258	308	14	patients	patient	NOUN
ajmpe-258	308	15	at	at	ADP
ajmpe-258	308	16	increased	increase	VERB
ajmpe-258	308	17	risk	risk	NOUN
ajmpe-258	308	18	for	for	ADP
ajmpe-258	308	19	unplanned	unplanned	ADJ
ajmpe-258	308	20	readmission	readmission	NOUN
ajmpe-258	308	21	”	"	PUNCT
ajmpe-258	308	22	.	.	PUNCT
ajmpe-258	309	1	medical	medical	ADJ
ajmpe-258	309	2	care	care	NOUN
ajmpe-258	309	3	,	,	PUNCT
ajmpe-258	309	4	51(9	51(9	PROPN
ajmpe-258	309	5	)	)	PUNCT
ajmpe-258	309	6	,	,	PUNCT
ajmpe-258	309	7	759	759	NUM
ajmpe-258	309	8	-	-	SYM
ajmpe-258	309	9	760	760	NUM
ajmpe-258	309	10	.	.	PUNCT
ajmpe-258	309	11	donzé	donzé	PROPN
ajmpe-258	309	12	,	,	PUNCT
ajmpe-258	309	13	j.	j.	PROPN
ajmpe-258	309	14	,	,	PUNCT
ajmpe-258	309	15	aujesky	aujesky	PROPN
ajmpe-258	309	16	,	,	PUNCT
ajmpe-258	309	17	d.	d.	PROPN
ajmpe-258	309	18	,	,	PUNCT
ajmpe-258	309	19	williams	williams	PROPN
ajmpe-258	309	20	,	,	PUNCT
ajmpe-258	309	21	d.	d.	PROPN
ajmpe-258	309	22	,	,	PUNCT
ajmpe-258	309	23	&	&	CCONJ
ajmpe-258	309	24	schnipper	schnipper	NOUN
ajmpe-258	309	25	,	,	PUNCT
ajmpe-258	309	26	j.	j.	PROPN
ajmpe-258	309	27	l.	l.	PROPN
ajmpe-258	309	28	(	(	PUNCT
ajmpe-258	309	29	2013	2013	NUM
ajmpe-258	309	30	)	)	PUNCT
ajmpe-258	309	31	.	.	PUNCT
ajmpe-258	310	1	potentially	potentially	ADV
ajmpe-258	310	2	avoidable	avoidable	ADJ
ajmpe-258	310	3	30	30	NUM
ajmpe-258	310	4	-	-	PUNCT
ajmpe-258	310	5	day	day	NOUN
ajmpe-258	310	6	hospital	hospital	NOUN
ajmpe-258	310	7	readmissions	readmission	NOUN
ajmpe-258	310	8	in	in	ADP
ajmpe-258	310	9	medical	medical	ADJ
ajmpe-258	310	10	patients	patient	NOUN
ajmpe-258	310	11	:	:	PUNCT
ajmpe-258	310	12	derivation	derivation	NOUN
ajmpe-258	310	13	and	and	CCONJ
ajmpe-258	310	14	validation	validation	NOUN
ajmpe-258	310	15	of	of	ADP
ajmpe-258	310	16	a	a	DET
ajmpe-258	310	17	prediction	prediction	NOUN
ajmpe-258	310	18	model	model	NOUN
ajmpe-258	310	19	.	.	PUNCT
ajmpe-258	311	1	jama	jama	PROPN
ajmpe-258	311	2	internal	internal	ADJ
ajmpe-258	311	3	medicine	medicine	NOUN
ajmpe-258	311	4	,	,	PUNCT
ajmpe-258	311	5	173(8	173(8	NUM
ajmpe-258	311	6	)	)	PUNCT
ajmpe-258	311	7	,	,	PUNCT
ajmpe-258	311	8	632	632	NUM
ajmpe-258	311	9	-	-	SYM
ajmpe-258	311	10	638	638	NUM
ajmpe-258	311	11	.	.	PUNCT
ajmpe-258	312	1	falvey	falvey	NOUN
ajmpe-258	312	2	,	,	PUNCT
ajmpe-258	312	3	j.	j.	PROPN
ajmpe-258	312	4	r.	r.	PROPN
ajmpe-258	312	5	,	,	PUNCT
ajmpe-258	312	6	burke	burke	PROPN
ajmpe-258	312	7	,	,	PUNCT
ajmpe-258	312	8	r.	r.	PROPN
ajmpe-258	312	9	e.	e.	PROPN
ajmpe-258	312	10	,	,	PUNCT
ajmpe-258	312	11	malone	malone	PROPN
ajmpe-258	312	12	,	,	PUNCT
ajmpe-258	312	13	d.	d.	PROPN
ajmpe-258	312	14	,	,	PUNCT
ajmpe-258	312	15	ridgeway	ridgeway	PROPN
ajmpe-258	312	16	,	,	PUNCT
ajmpe-258	312	17	k.	k.	PROPN
ajmpe-258	312	18	j.	j.	PROPN
ajmpe-258	312	19	,	,	PUNCT
ajmpe-258	312	20	mcmanus	mcmanus	PROPN
ajmpe-258	312	21	,	,	PUNCT
ajmpe-258	312	22	b.	b.	PROPN
ajmpe-258	312	23	m.	m.	PROPN
ajmpe-258	312	24	,	,	PUNCT
ajmpe-258	312	25	&	&	CCONJ
ajmpe-258	312	26	stevens	stevens	PROPN
ajmpe-258	312	27	-	-	PUNCT
ajmpe-258	312	28	lapsley	lapsley	PROPN
ajmpe-258	312	29	,	,	PUNCT
ajmpe-258	312	30	j.	j.	PROPN
ajmpe-258	312	31	e.	e.	PROPN
ajmpe-258	312	32	(	(	PUNCT
ajmpe-258	312	33	2016	2016	NUM
ajmpe-258	312	34	)	)	PUNCT
ajmpe-258	312	35	.	.	PUNCT
ajmpe-258	313	1	role	role	NOUN
ajmpe-258	313	2	of	of	ADP
ajmpe-258	313	3	physical	physical	ADJ
ajmpe-258	313	4	therapists	therapist	NOUN
ajmpe-258	313	5	in	in	ADP
ajmpe-258	313	6	reducing	reduce	VERB
ajmpe-258	313	7	hospital	hospital	NOUN
ajmpe-258	313	8	readmissions	readmission	NOUN
ajmpe-258	313	9	:	:	PUNCT
ajmpe-258	313	10	optimizing	optimize	VERB
ajmpe-258	313	11	outcomes	outcome	NOUN
ajmpe-258	313	12	for	for	ADP
ajmpe-258	313	13	older	old	ADJ
ajmpe-258	313	14	adults	adult	NOUN
ajmpe-258	313	15	during	during	ADP
ajmpe-258	313	16	care	care	NOUN
ajmpe-258	313	17	transitions	transition	NOUN
ajmpe-258	313	18	from	from	ADP
ajmpe-258	313	19	hospital	hospital	NOUN
ajmpe-258	313	20	to	to	ADP
ajmpe-258	313	21	community	community	NOUN
ajmpe-258	313	22	.	.	PUNCT
ajmpe-258	314	1	physical	physical	ADJ
ajmpe-258	314	2	therapy	therapy	NOUN
ajmpe-258	314	3	,	,	PUNCT
ajmpe-258	314	4	96(8	96(8	NUM
ajmpe-258	314	5	)	)	PUNCT
ajmpe-258	314	6	,	,	PUNCT
ajmpe-258	314	7	1125	1125	NUM
ajmpe-258	314	8	-	-	SYM
ajmpe-258	314	9	1134	1134	NUM
ajmpe-258	314	10	.	.	PUNCT
ajmpe-258	315	1	gruneir	gruneir	PROPN
ajmpe-258	315	2	,	,	PUNCT
ajmpe-258	315	3	a.	a.	NOUN
ajmpe-258	315	4	,	,	PUNCT
ajmpe-258	315	5	dhalla	dhalla	PROPN
ajmpe-258	315	6	,	,	PUNCT
ajmpe-258	315	7	i.	i.	PROPN
ajmpe-258	315	8	a.	a.	PROPN
ajmpe-258	315	9	,	,	PUNCT
ajmpe-258	315	10	van	van	PROPN
ajmpe-258	315	11	walraven	walraven	PROPN
ajmpe-258	315	12	,	,	PUNCT
ajmpe-258	315	13	c.	c.	PROPN
ajmpe-258	315	14	,	,	PUNCT
ajmpe-258	315	15	fischer	fischer	PROPN
ajmpe-258	315	16	,	,	PUNCT
ajmpe-258	315	17	h.	h.	PROPN
ajmpe-258	315	18	d.	d.	PROPN
ajmpe-258	315	19	,	,	PUNCT
ajmpe-258	315	20	camacho	camacho	PROPN
ajmpe-258	315	21	,	,	PUNCT
ajmpe-258	315	22	x.	x.	NOUN
ajmpe-258	315	23	,	,	PUNCT
ajmpe-258	315	24	rochon	rochon	PROPN
ajmpe-258	315	25	,	,	PUNCT
ajmpe-258	315	26	p.	p.	NOUN
ajmpe-258	315	27	a.	a.	NOUN
ajmpe-258	315	28	,	,	PUNCT
ajmpe-258	315	29	&	&	CCONJ
ajmpe-258	315	30	anderson	anderson	PROPN
ajmpe-258	315	31	,	,	PUNCT
ajmpe-258	315	32	g.	g.	PROPN
ajmpe-258	315	33	m.	m.	PROPN
ajmpe-258	315	34	(	(	PUNCT
ajmpe-258	315	35	2011	2011	NUM
ajmpe-258	315	36	)	)	PUNCT
ajmpe-258	315	37	.	.	PUNCT
ajmpe-258	316	1	unplanned	unplanned	ADJ
ajmpe-258	316	2	readmissions	readmission	NOUN
ajmpe-258	316	3	after	after	ADP
ajmpe-258	316	4	hospital	hospital	NOUN
ajmpe-258	316	5	discharge	discharge	NOUN
ajmpe-258	316	6	among	among	ADP
ajmpe-258	316	7	patients	patient	NOUN
ajmpe-258	316	8	identified	identify	VERB
ajmpe-258	316	9	as	as	ADP
ajmpe-258	316	10	being	be	AUX
ajmpe-258	316	11	at	at	ADP
ajmpe-258	316	12	high	high	ADJ
ajmpe-258	316	13	risk	risk	NOUN
ajmpe-258	316	14	for	for	ADP
ajmpe-258	316	15	readmission	readmission	NOUN
ajmpe-258	316	16	using	use	VERB
ajmpe-258	316	17	a	a	DET
ajmpe-258	316	18	validated	validate	VERB
ajmpe-258	316	19	predictive	predictive	ADJ
ajmpe-258	316	20	algorithm	algorithm	NOUN
ajmpe-258	316	21	.	.	PUNCT
ajmpe-258	317	1	open	open	ADJ
ajmpe-258	317	2	medicine	medicine	NOUN
ajmpe-258	317	3	,	,	PUNCT
ajmpe-258	317	4	5(2	5(2	NUM
ajmpe-258	317	5	)	)	PUNCT
ajmpe-258	317	6	,	,	PUNCT
ajmpe-258	317	7	e104	e104	PROPN
ajmpe-258	317	8	.	.	PUNCT
ajmpe-258	317	9	judge	judge	PROPN
ajmpe-258	317	10	,	,	PUNCT
ajmpe-258	317	11	g.	g.	PROPN
ajmpe-258	317	12	g.	g.	PROPN
ajmpe-258	317	13	,	,	PUNCT
ajmpe-258	317	14	griffiths	griffiths	PROPN
ajmpe-258	317	15	,	,	PUNCT
ajmpe-258	317	16	w.	w.	PROPN
ajmpe-258	317	17	e.	e.	PROPN
ajmpe-258	317	18	,	,	PUNCT
ajmpe-258	317	19	carter	carter	PROPN
ajmpe-258	317	20	hill	hill	PROPN
ajmpe-258	317	21	,	,	PUNCT
ajmpe-258	317	22	r.	r.	PROPN
ajmpe-258	317	23	,	,	PUNCT
ajmpe-258	317	24	&	&	CCONJ
ajmpe-258	317	25	lütkepohl	lütkepohl	PROPN
ajmpe-258	317	26	,	,	PUNCT
ajmpe-258	317	27	h.	h.	PROPN
ajmpe-258	317	28	tsoung	tsoung	PROPN
ajmpe-258	317	29	-	-	PUNCT
ajmpe-258	317	30	chao	chao	PROPN
ajmpe-258	317	31	lee	lee	PROPN
ajmpe-258	317	32	(	(	PUNCT
ajmpe-258	317	33	1985	1985	NUM
ajmpe-258	317	34	)	)	PUNCT
ajmpe-258	317	35	.	.	PUNCT
ajmpe-258	318	1	the	the	DET
ajmpe-258	318	2	theory	theory	NOUN
ajmpe-258	318	3	and	and	CCONJ
ajmpe-258	318	4	practice	practice	NOUN
ajmpe-258	318	5	of	of	ADP
ajmpe-258	318	6	econometrics	econometric	NOUN
ajmpe-258	318	7	.	.	PUNCT
ajmpe-258	319	1	new	new	ADJ
ajmpe-258	319	2	nork	nork	PROPN
ajmpe-258	319	3	,	,	PUNCT
ajmpe-258	319	4	ny	ny	PROPN
ajmpe-258	319	5	:	:	PUNCT
ajmpe-258	319	6	john	john	PROPN
ajmpe-258	319	7	wiley	wiley	PROPN
ajmpe-258	319	8	&	&	CCONJ
ajmpe-258	319	9	sons	son	NOUN
ajmpe-258	319	10	.	.	PUNCT
ajmpe-258	320	1	kansagara	kansagara	PROPN
ajmpe-258	320	2	,	,	PUNCT
ajmpe-258	320	3	d.	d.	PROPN
ajmpe-258	320	4	,	,	PUNCT
ajmpe-258	320	5	englander	englander	NOUN
ajmpe-258	320	6	,	,	PUNCT
ajmpe-258	320	7	h.	h.	PROPN
ajmpe-258	320	8	,	,	PUNCT
ajmpe-258	320	9	salanitro	salanitro	VERB
ajmpe-258	320	10	,	,	PUNCT
ajmpe-258	320	11	a.	a.	NOUN
ajmpe-258	320	12	,	,	PUNCT
ajmpe-258	320	13	kagen	kagen	PROPN
ajmpe-258	320	14	,	,	PUNCT
ajmpe-258	320	15	d.	d.	PROPN
ajmpe-258	320	16	,	,	PUNCT
ajmpe-258	320	17	theobald	theobald	NOUN
ajmpe-258	320	18	,	,	PUNCT
ajmpe-258	320	19	c.	c.	PROPN
ajmpe-258	320	20	,	,	PUNCT
ajmpe-258	320	21	freeman	freeman	PROPN
ajmpe-258	320	22	,	,	PUNCT
ajmpe-258	320	23	m.	m.	NOUN
ajmpe-258	320	24	,	,	PUNCT
ajmpe-258	320	25	&	&	CCONJ
ajmpe-258	320	26	kripalani	kripalani	PROPN
ajmpe-258	320	27	,	,	PUNCT
ajmpe-258	320	28	s.	s.	PROPN
ajmpe-258	320	29	(	(	PUNCT
ajmpe-258	320	30	2011	2011	NUM
ajmpe-258	320	31	)	)	PUNCT
ajmpe-258	320	32	.	.	PUNCT
ajmpe-258	321	1	risk	risk	NOUN
ajmpe-258	321	2	prediction	prediction	NOUN
ajmpe-258	321	3	models	model	NOUN
ajmpe-258	321	4	for	for	ADP
ajmpe-258	321	5	hospital	hospital	NOUN
ajmpe-258	321	6	readmission	readmission	NOUN
ajmpe-258	321	7	:	:	PUNCT
ajmpe-258	321	8	a	a	DET
ajmpe-258	321	9	systematic	systematic	ADJ
ajmpe-258	321	10	review	review	NOUN
ajmpe-258	321	11	.	.	PUNCT
ajmpe-258	322	1	journal	journal	NOUN
ajmpe-258	322	2	of	of	ADP
ajmpe-258	322	3	the	the	DET
ajmpe-258	322	4	american	american	PROPN
ajmpe-258	322	5	medical	medical	PROPN
ajmpe-258	322	6	association	association	PROPN
ajmpe-258	322	7	,	,	PUNCT
ajmpe-258	322	8	306(15	306(15	NUM
ajmpe-258	322	9	)	)	PUNCT
ajmpe-258	322	10	,	,	PUNCT
ajmpe-258	322	11	1688	1688	NUM
ajmpe-258	322	12	-	-	SYM
ajmpe-258	322	13	2698	2698	NUM
ajmpe-258	322	14	kasotakis	kasotaki	NOUN
ajmpe-258	322	15	,	,	PUNCT
ajmpe-258	322	16	g.	g.	PROPN
ajmpe-258	322	17	,	,	PUNCT
ajmpe-258	322	18	schmidt	schmidt	PROPN
ajmpe-258	322	19	,	,	PUNCT
ajmpe-258	322	20	u.	u.	PROPN
ajmpe-258	322	21	,	,	PUNCT
ajmpe-258	322	22	perry	perry	PROPN
ajmpe-258	322	23	,	,	PUNCT
ajmpe-258	322	24	d.	d.	PROPN
ajmpe-258	322	25	,	,	PUNCT
ajmpe-258	322	26	grosse	grosse	NOUN
ajmpe-258	322	27	-	-	PUNCT
ajmpe-258	322	28	sundrup	sundrup	NOUN
ajmpe-258	322	29	,	,	PUNCT
ajmpe-258	322	30	m.	m.	NOUN
ajmpe-258	322	31	,	,	PUNCT
ajmpe-258	322	32	benjamin	benjamin	PROPN
ajmpe-258	322	33	,	,	PUNCT
ajmpe-258	322	34	j.	j.	PROPN
ajmpe-258	322	35	,	,	PUNCT
ajmpe-258	322	36	ryan	ryan	PROPN
ajmpe-258	322	37	,	,	PUNCT
ajmpe-258	322	38	c.	c.	PROPN
ajmpe-258	322	39	,	,	PUNCT
ajmpe-258	322	40	&	&	CCONJ
ajmpe-258	322	41	bittner	bittner	PROPN
ajmpe-258	322	42	,	,	PUNCT
ajmpe-258	322	43	e.	e.	PROPN
ajmpe-258	322	44	a.	a.	PROPN
ajmpe-258	322	45	(	(	PUNCT
ajmpe-258	322	46	2012	2012	NUM
ajmpe-258	322	47	)	)	PUNCT
ajmpe-258	322	48	.	.	PUNCT
ajmpe-258	323	1	the	the	DET
ajmpe-258	323	2	surgical	surgical	ADJ
ajmpe-258	323	3	intensive	intensive	ADJ
ajmpe-258	323	4	care	care	NOUN
ajmpe-258	323	5	unit	unit	NOUN
ajmpe-258	323	6	optimal	optimal	ADJ
ajmpe-258	323	7	mobility	mobility	NOUN
ajmpe-258	323	8	score	score	NOUN
ajmpe-258	323	9	predicts	predict	VERB
ajmpe-258	323	10	mortality	mortality	NOUN
ajmpe-258	323	11	and	and	CCONJ
ajmpe-258	323	12	length	length	NOUN
ajmpe-258	323	13	of	of	ADP
ajmpe-258	323	14	stay	stay	NOUN
ajmpe-258	323	15	.	.	PUNCT
ajmpe-258	324	1	critical	critical	ADJ
ajmpe-258	324	2	care	care	NOUN
ajmpe-258	324	3	medicine	medicine	NOUN
ajmpe-258	324	4	,	,	PUNCT
ajmpe-258	324	5	40(4	40(4	NUM
ajmpe-258	324	6	)	)	PUNCT
ajmpe-258	324	7	,	,	PUNCT
ajmpe-258	324	8	11221128	11221128	NUM
ajmpe-258	324	9	.	.	PUNCT
ajmpe-258	325	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajmpe-258	325	2	top	top	ADJ
ajmpe-258	325	3	health	health	PROPN
ajmpe-258	325	4	sciences	sciences	PROPN
ajmpe-258	325	5	research	research	PROPN
ajmpe-258	325	6	journal	journal	PROPN
ajmpe-258	325	7	vol.7	vol.7	PROPN
ajmpe-258	325	8	,	,	PUNCT
ajmpe-258	325	9	issue	issue	NOUN
ajmpe-258	325	10	1	1	NUM
ajmpe-258	325	11	;	;	PUNCT
ajmpe-258	325	12	january	january	PROPN
ajmpe-258	325	13	-	-	PUNCT
ajmpe-258	325	14	febuary	febuary	PROPN
ajmpe-258	325	15	2022	2022	NUM
ajmpe-258	325	16	;	;	PUNCT
ajmpe-258	325	17	1252	1252	NUM
ajmpe-258	325	18	columbia	columbia	PROPN
ajmpe-258	325	19	rd	rd	PROPN
ajmpe-258	325	20	nw	nw	PROPN
ajmpe-258	325	21	,	,	PUNCT
ajmpe-258	325	22	washington	washington	PROPN
ajmpe-258	325	23	dc	dc	PROPN
ajmpe-258	325	24	,	,	PUNCT
ajmpe-258	325	25	united	united	PROPN
ajmpe-258	325	26	states	states	PROPN
ajmpe-258	325	27	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	325	28	;	;	PUNCT
ajmpe-258	325	29	mail	mail	NOUN
ajmpe-258	325	30	:	:	PUNCT
ajmpe-258	325	31	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	326	1	14	14	NUM
ajmpe-258	327	1	|	|	ADV
ajmpe-258	327	2	t	t	X
ajmpe-258	327	3	o	o	NOUN
ajmpe-258	328	1	p	p	X
ajmpe-258	328	2	h	h	NOUN
ajmpe-258	328	3	e	e	PROPN
ajmpe-258	328	4	a	a	PROPN
ajmpe-258	328	5	l	l	NOUN
ajmpe-258	328	6	t	t	NOUN
ajmpe-258	328	7	h	h	NOUN
ajmpe-258	328	8	s	s	VERB
ajmpe-258	328	9	c	c	NOUN
ajmpe-258	329	1	i	i	NOUN
ajmpe-258	329	2	e	e	PROPN
ajmpe-258	329	3	n	n	PROPN
ajmpe-258	329	4	c	c	NOUN
ajmpe-258	329	5	e	e	NOUN
ajmpe-258	329	6	s	s	NOUN
ajmpe-258	329	7	r	r	NOUN
ajmpe-258	329	8	e	e	NOUN
ajmpe-258	329	9	s	s	NOUN
ajmpe-258	329	10	e	e	NOUN
ajmpe-258	329	11	a	a	DET
ajmpe-258	329	12	r	r	NOUN
ajmpe-258	329	13	c	c	NOUN
ajmpe-258	329	14	h	h	NOUN
ajmpe-258	330	1	j	j	NOUN
ajmpe-258	330	2	o	o	X
ajmpe-258	330	3	u	u	NOUN
ajmpe-258	330	4	r	r	NOUN
ajmpe-258	330	5	n	n	ADV
ajmpe-258	330	6	a	a	DET
ajmpe-258	330	7	l	l	NOUN
ajmpe-258	330	8	|	|	ADV
ajmpe-258	330	9	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	330	10	kripalani	kripalani	NOUN
ajmpe-258	330	11	,	,	PUNCT
ajmpe-258	330	12	s.	s.	PROPN
ajmpe-258	330	13	,	,	PUNCT
ajmpe-258	330	14	theobald	theobald	NOUN
ajmpe-258	330	15	,	,	PUNCT
ajmpe-258	330	16	c.	c.	PROPN
ajmpe-258	330	17	n.	n.	PROPN
ajmpe-258	330	18	,	,	PUNCT
ajmpe-258	330	19	anctil	anctil	PROPN
ajmpe-258	330	20	,	,	PUNCT
ajmpe-258	330	21	b.	b.	PROPN
ajmpe-258	330	22	,	,	PUNCT
ajmpe-258	330	23	&	&	CCONJ
ajmpe-258	330	24	vasilevskis	vasilevskis	PROPN
ajmpe-258	330	25	,	,	PUNCT
ajmpe-258	330	26	e.	e.	PROPN
ajmpe-258	330	27	e.	e.	PROPN
ajmpe-258	330	28	(	(	PUNCT
ajmpe-258	330	29	2014	2014	NUM
ajmpe-258	330	30	)	)	PUNCT
ajmpe-258	330	31	.	.	PUNCT
ajmpe-258	331	1	reducing	reduce	VERB
ajmpe-258	331	2	hospital	hospital	NOUN
ajmpe-258	331	3	readmission	readmission	NOUN
ajmpe-258	331	4	rates	rate	NOUN
ajmpe-258	331	5	:	:	PUNCT
ajmpe-258	331	6	current	current	ADJ
ajmpe-258	331	7	strategies	strategy	NOUN
ajmpe-258	331	8	and	and	CCONJ
ajmpe-258	331	9	future	future	ADJ
ajmpe-258	331	10	directions	direction	NOUN
ajmpe-258	331	11	.	.	PUNCT
ajmpe-258	332	1	annual	annual	ADJ
ajmpe-258	332	2	review	review	NOUN
ajmpe-258	332	3	of	of	ADP
ajmpe-258	332	4	medicine	medicine	NOUN
ajmpe-258	332	5	,	,	PUNCT
ajmpe-258	332	6	65	65	NUM
ajmpe-258	332	7	,	,	PUNCT
ajmpe-258	332	8	471	471	NUM
ajmpe-258	332	9	-	-	SYM
ajmpe-258	332	10	485	485	NUM
ajmpe-258	332	11	.	.	PUNCT
ajmpe-258	333	1	ross	ross	PROPN
ajmpe-258	333	2	,	,	PUNCT
ajmpe-258	333	3	j.	j.	PROPN
ajmpe-258	333	4	s.	s.	PROPN
ajmpe-258	333	5	,	,	PUNCT
ajmpe-258	333	6	mulvey	mulvey	PROPN
ajmpe-258	333	7	,	,	PUNCT
ajmpe-258	333	8	g.	g.	PROPN
ajmpe-258	333	9	k.	k.	PROPN
ajmpe-258	333	10	,	,	PUNCT
ajmpe-258	333	11	stauffer	stauffer	PROPN
ajmpe-258	333	12	,	,	PUNCT
ajmpe-258	333	13	b.	b.	PROPN
ajmpe-258	333	14	,	,	PUNCT
ajmpe-258	333	15	patlolla	patlolla	NOUN
ajmpe-258	333	16	,	,	PUNCT
ajmpe-258	333	17	v.	v.	ADP
ajmpe-258	333	18	,	,	PUNCT
ajmpe-258	333	19	bernheim	bernheim	PROPN
ajmpe-258	333	20	,	,	PUNCT
ajmpe-258	333	21	s.	s.	PROPN
ajmpe-258	333	22	m.	m.	PROPN
ajmpe-258	333	23	,	,	PUNCT
ajmpe-258	333	24	keenan	keenan	PROPN
ajmpe-258	333	25	,	,	PUNCT
ajmpe-258	333	26	p.	p.	PROPN
ajmpe-258	333	27	s.	s.	PROPN
ajmpe-258	333	28	,	,	PUNCT
ajmpe-258	333	29	&	&	CCONJ
ajmpe-258	333	30	krumholz	krumholz	PROPN
ajmpe-258	333	31	,	,	PUNCT
ajmpe-258	333	32	h.	h.	PROPN
ajmpe-258	333	33	m.	m.	PROPN
ajmpe-258	333	34	(	(	PUNCT
ajmpe-258	333	35	2008	2008	NUM
ajmpe-258	333	36	)	)	PUNCT
ajmpe-258	333	37	.	.	PUNCT
ajmpe-258	334	1	statistical	statistical	ADJ
ajmpe-258	334	2	models	model	NOUN
ajmpe-258	334	3	and	and	CCONJ
ajmpe-258	334	4	patient	patient	ADJ
ajmpe-258	334	5	predictors	predictor	NOUN
ajmpe-258	334	6	of	of	ADP
ajmpe-258	334	7	readmission	readmission	NOUN
ajmpe-258	334	8	for	for	ADP
ajmpe-258	334	9	heart	heart	NOUN
ajmpe-258	334	10	failure	failure	NOUN
ajmpe-258	334	11	:	:	PUNCT
ajmpe-258	334	12	a	a	DET
ajmpe-258	334	13	systematic	systematic	ADJ
ajmpe-258	334	14	review	review	NOUN
ajmpe-258	334	15	.	.	PUNCT
ajmpe-258	335	1	archives	archive	NOUN
ajmpe-258	335	2	of	of	ADP
ajmpe-258	335	3	internal	internal	ADJ
ajmpe-258	335	4	medicine	medicine	NOUN
ajmpe-258	335	5	,	,	PUNCT
ajmpe-258	335	6	168(13	168(13	NUM
ajmpe-258	335	7	)	)	PUNCT
ajmpe-258	335	8	,	,	PUNCT
ajmpe-258	335	9	1371	1371	NUM
ajmpe-258	335	10	-	-	SYM
ajmpe-258	335	11	1386	1386	NUM
ajmpe-258	335	12	.	.	PUNCT
ajmpe-258	336	1	rothman	rothman	PROPN
ajmpe-258	336	2	,	,	PUNCT
ajmpe-258	336	3	m.j	m.j	PROPN
ajmpe-258	336	4	.	.	PROPN
ajmpe-258	336	5	,	,	PUNCT
ajmpe-258	336	6	rothman	rothman	PROPN
ajmpe-258	336	7	,	,	PUNCT
ajmpe-258	336	8	s.i	s.i	PROPN
ajmpe-258	336	9	.	.	PROPN
ajmpe-258	336	10	&	&	CCONJ
ajmpe-258	336	11	beals	beals	PROPN
ajmpe-258	336	12	,	,	PUNCT
ajmpe-258	336	13	j.	j.	PROPN
ajmpe-258	336	14	(	(	PUNCT
ajmpe-258	336	15	2013	2013	NUM
ajmpe-258	336	16	)	)	PUNCT
ajmpe-258	336	17	.	.	PUNCT
ajmpe-258	337	1	development	development	NOUN
ajmpe-258	337	2	and	and	CCONJ
ajmpe-258	337	3	validation	validation	NOUN
ajmpe-258	337	4	of	of	ADP
ajmpe-258	337	5	a	a	DET
ajmpe-258	337	6	continuous	continuous	ADJ
ajmpe-258	337	7	measure	measure	NOUN
ajmpe-258	337	8	of	of	ADP
ajmpe-258	337	9	patient	patient	ADJ
ajmpe-258	337	10	condition	condition	NOUN
ajmpe-258	337	11	using	use	VERB
ajmpe-258	337	12	the	the	DET
ajmpe-258	337	13	electronic	electronic	ADJ
ajmpe-258	337	14	medical	medical	ADJ
ajmpe-258	337	15	record	record	NOUN
ajmpe-258	337	16	.	.	PUNCT
ajmpe-258	338	1	journal	journal	PROPN
ajmpe-258	338	2	of	of	ADP
ajmpe-258	338	3	biomedical	biomedical	ADJ
ajmpe-258	338	4	informatics	informatic	NOUN
ajmpe-258	338	5	,	,	PUNCT
ajmpe-258	338	6	46(5	46(5	PROPN
ajmpe-258	338	7	)	)	PUNCT
ajmpe-258	338	8	,	,	PUNCT
ajmpe-258	338	9	837	837	NUM
ajmpe-258	338	10	-	-	SYM
ajmpe-258	338	11	848	848	NUM
ajmpe-258	338	12	.	.	PUNCT
ajmpe-258	339	1	rothman	rothman	PROPN
ajmpe-258	339	2	,	,	PUNCT
ajmpe-258	339	3	m.j	m.j	PROPN
ajmpe-258	339	4	.	.	PROPN
ajmpe-258	339	5	,	,	PUNCT
ajmpe-258	339	6	solinger	solinger	NOUN
ajmpe-258	339	7	,	,	PUNCT
ajmpe-258	339	8	a.b	a.b	PROPN
ajmpe-258	339	9	.	.	PROPN
ajmpe-258	339	10	,	,	PUNCT
ajmpe-258	339	11	rothman	rothman	PROPN
ajmpe-258	339	12	,	,	PUNCT
ajmpe-258	339	13	s.i	s.i	PROPN
ajmpe-258	339	14	.	.	PROPN
ajmpe-258	339	15	,	,	PUNCT
ajmpe-258	339	16	&	&	CCONJ
ajmpe-258	339	17	finlay	finlay	PROPN
ajmpe-258	339	18	,	,	PUNCT
ajmpe-258	339	19	g.d	g.d	NOUN
ajmpe-258	339	20	.	.	PROPN
ajmpe-258	339	21	(	(	PUNCT
ajmpe-258	339	22	2012	2012	NUM
ajmpe-258	339	23	)	)	PUNCT
ajmpe-258	339	24	.	.	PUNCT
ajmpe-258	340	1	clinical	clinical	ADJ
ajmpe-258	340	2	implications	implication	NOUN
ajmpe-258	340	3	and	and	CCONJ
ajmpe-258	340	4	validity	validity	NOUN
ajmpe-258	340	5	of	of	ADP
ajmpe-258	340	6	nursing	nursing	NOUN
ajmpe-258	340	7	assessments	assessment	NOUN
ajmpe-258	340	8	:	:	PUNCT
ajmpe-258	340	9	a	a	DET
ajmpe-258	340	10	longitudinal	longitudinal	ADJ
ajmpe-258	340	11	measure	measure	NOUN
ajmpe-258	340	12	of	of	ADP
ajmpe-258	340	13	patient	patient	ADJ
ajmpe-258	340	14	condition	condition	NOUN
ajmpe-258	340	15	from	from	ADP
ajmpe-258	340	16	analysis	analysis	NOUN
ajmpe-258	340	17	of	of	ADP
ajmpe-258	340	18	the	the	DET
ajmpe-258	340	19	electronic	electronic	ADJ
ajmpe-258	340	20	medical	medical	ADJ
ajmpe-258	340	21	record	record	NOUN
ajmpe-258	340	22	.	.	PUNCT
ajmpe-258	341	1	bmj	bmj	PROPN
ajmpe-258	341	2	open	open	ADJ
ajmpe-258	341	3	,	,	PUNCT
ajmpe-258	341	4	2(e000849	2(e000849	NUM
ajmpe-258	341	5	)	)	PUNCT
ajmpe-258	341	6	,	,	PUNCT
ajmpe-258	341	7	1	1	NUM
ajmpe-258	341	8	-	-	SYM
ajmpe-258	341	9	6	6	NUM
ajmpe-258	341	10	.	.	PUNCT
ajmpe-258	342	1	snowdon	snowdon	PROPN
ajmpe-258	342	2	,	,	PUNCT
ajmpe-258	342	3	m.	m.	NOUN
ajmpe-258	342	4	(	(	PUNCT
ajmpe-258	342	5	2014	2014	NUM
ajmpe-258	342	6	)	)	PUNCT
ajmpe-258	342	7	white	white	ADJ
ajmpe-258	342	8	paper	paper	NOUN
ajmpe-258	342	9	:	:	PUNCT
ajmpe-258	342	10	the	the	DET
ajmpe-258	342	11	four	four	NUM
ajmpe-258	342	12	steps	step	NOUN
ajmpe-258	342	13	of	of	ADP
ajmpe-258	342	14	population	population	NOUN
ajmpe-258	342	15	health	health	NOUN
ajmpe-258	342	16	management	management	NOUN
ajmpe-258	342	17	.	.	PUNCT
ajmpe-258	343	1	optum	optum	PROPN
ajmpe-258	343	2	tan	tan	PROPN
ajmpe-258	343	3	,	,	PUNCT
ajmpe-258	343	4	c.	c.	PROPN
ajmpe-258	343	5	,	,	PUNCT
ajmpe-258	343	6	loo	loo	NOUN
ajmpe-258	343	7	,	,	PUNCT
ajmpe-258	343	8	g	g	PROPN
ajmpe-258	343	9	,	,	PUNCT
ajmpe-258	343	10	pua	pua	PROPN
ajmpe-258	343	11	,	,	PUNCT
ajmpe-258	343	12	y.	y.	PROPN
ajmpe-258	343	13	,	,	PUNCT
ajmpe-258	343	14	chong	chong	PROPN
ajmpe-258	343	15	,	,	PUNCT
ajmpe-258	343	16	h.	h.	PROPN
ajmpe-258	343	17	,	,	PUNCT
ajmpe-258	343	18	yeo	yeo	PROPN
ajmpe-258	343	19	,	,	PUNCT
ajmpe-258	343	20	w.	w.	PROPN
ajmpe-258	343	21	,	,	PUNCT
ajmpe-258	343	22	ong	ong	PROPN
ajmpe-258	343	23	,	,	PUNCT
ajmpe-258	343	24	p.	p.	PROPN
ajmpe-258	343	25	,	,	PUNCT
ajmpe-258	343	26	…	…	PUNCT
ajmpe-258	343	27	allison	allison	PROPN
ajmpe-258	343	28	,	,	PUNCT
ajmpe-258	343	29	g.	g.	PROPN
ajmpe-258	343	30	(	(	PUNCT
ajmpe-258	343	31	2014	2014	NUM
ajmpe-258	343	32	)	)	PUNCT
ajmpe-258	343	33	.	.	PUNCT
ajmpe-258	344	1	predicting	predict	VERB
ajmpe-258	344	2	discharge	discharge	NOUN
ajmpe-258	344	3	outcomes	outcome	NOUN
ajmpe-258	344	4	after	after	ADP
ajmpe-258	344	5	total	total	ADJ
ajmpe-258	344	6	knee	knee	NOUN
ajmpe-258	344	7	replacement	replacement	NOUN
ajmpe-258	344	8	using	use	VERB
ajmpe-258	344	9	the	the	DET
ajmpe-258	344	10	risk	risk	NOUN
ajmpe-258	344	11	assessment	assessment	NOUN
ajmpe-258	344	12	and	and	CCONJ
ajmpe-258	344	13	predictor	predictor	NOUN
ajmpe-258	344	14	tool	tool	PROPN
ajmpe-258	344	15	.	.	PUNCT
ajmpe-258	345	1	physiotherapy	physiotherapy	NOUN
ajmpe-258	345	2	,	,	PUNCT
ajmpe-258	345	3	100(2	100(2	NUM
ajmpe-258	345	4	)	)	PUNCT
ajmpe-258	345	5	,	,	PUNCT
ajmpe-258	345	6	176181	176181	NUM
ajmpe-258	345	7	.	.	PUNCT
ajmpe-258	346	1	the	the	DET
ajmpe-258	346	2	patient	patient	ADJ
ajmpe-258	346	3	factor	factor	NOUN
ajmpe-258	346	4	(	(	PUNCT
ajmpe-258	346	5	2016	2016	NUM
ajmpe-258	346	6	)	)	PUNCT
ajmpe-258	346	7	.	.	PUNCT
ajmpe-258	347	1	world	world	PROPN
ajmpe-258	347	2	health	health	PROPN
ajmpe-258	347	3	organization	organization	PROPN
ajmpe-258	347	4	’s	’s	PART
ajmpe-258	347	5	ranking	ranking	NOUN
ajmpe-258	347	6	of	of	ADP
ajmpe-258	347	7	the	the	DET
ajmpe-258	347	8	world	world	NOUN
ajmpe-258	347	9	’s	’s	PART
ajmpe-258	347	10	health	health	NOUN
ajmpe-258	347	11	systems/	systems/	NUM
ajmpe-258	347	12	august	august	PROPN
ajmpe-258	347	13	16	16	NUM
ajmpe-258	347	14	,	,	PUNCT
ajmpe-258	347	15	2016	2016	NUM
ajmpe-258	347	16	.	.	PUNCT
ajmpe-258	347	17	,	,	PUNCT
ajmpe-258	347	18	retrieved	retrieve	VERB
ajmpe-258	347	19	from	from	ADP
ajmpe-258	347	20	http://thepatientfactor.com/canadian-health-care-information/world-healthorganizationsranking-of-the-worlds-health-systems/	http://thepatientfactor.com/canadian-health-care-information/world-healthorganizationsranking-of-the-worlds-health-systems/	AUX
ajmpe-258	347	21	the	the	DET
ajmpe-258	347	22	world	world	PROPN
ajmpe-258	347	23	bank	bank	PROPN
ajmpe-258	347	24	group	group	NOUN
ajmpe-258	347	25	.	.	PUNCT
ajmpe-258	348	1	(	(	PUNCT
ajmpe-258	348	2	2015	2015	NUM
ajmpe-258	348	3	)	)	PUNCT
ajmpe-258	348	4	.	.	PUNCT
ajmpe-258	349	1	health	health	NOUN
ajmpe-258	349	2	expenditure	expenditure	NOUN
ajmpe-258	349	3	per	per	ADP
ajmpe-258	349	4	capita	capita	X
ajmpe-258	349	5	(	(	PUNCT
ajmpe-258	349	6	current	current	ADJ
ajmpe-258	349	7	us$	us$	NOUN
ajmpe-258	349	8	)	)	PUNCT
ajmpe-258	349	9	.	.	PUNCT
ajmpe-258	350	1	the	the	DET
ajmpe-258	350	2	world	world	PROPN
ajmpe-258	350	3	bank	bank	PROPN
ajmpe-258	350	4	.	.	PUNCT
ajmpe-258	350	5	retrieved	retrieve	VERB
ajmpe-258	350	6	august	august	PROPN
ajmpe-258	350	7	26,2015fromhttp://data.worldbank.org	26,2015fromhttp://data.worldbank.org	NUM
ajmpe-258	350	8	/	/	SYM
ajmpe-258	350	9	indicator	indicator	NOUN
ajmpe-258	350	10	/	/	SYM
ajmpe-258	350	11	sh.xpd.pcap?order	sh.xpd.pcap?order	NOUN
ajmpe-258	350	12	=	=	NOUN
ajmpe-258	350	13	wbapi_data_value_2013+wbapi	wbapi_data_value_2013+wbapi	X
ajmpe-258	350	14	_	_	PUNCT
ajmpe-258	350	15	data_value+w	data_value+w	ADJ
ajmpe-258	350	16	bapi_data_value	bapi_data_value	PROPN
ajmpe-258	350	17	-	-	PUNCT
ajmpe-258	350	18	last&sort	last&sort	NOUN
ajmpe-258	350	19	=	=	NOUN
ajmpe-258	350	20	desc	desc	NOUN
ajmpe-258	350	21	tsai	tsai	PROPN
ajmpe-258	350	22	,	,	PUNCT
ajmpe-258	350	23	t.	t.	PROPN
ajmpe-258	350	24	c.	c.	PROPN
ajmpe-258	350	25	,	,	PUNCT
ajmpe-258	350	26	joynt	joynt	PROPN
ajmpe-258	350	27	,	,	PUNCT
ajmpe-258	350	28	k.	k.	PROPN
ajmpe-258	350	29	e.	e.	PROPN
ajmpe-258	350	30	,	,	PUNCT
ajmpe-258	350	31	orav	orav	PROPN
ajmpe-258	350	32	,	,	PUNCT
ajmpe-258	350	33	e.	e.	PROPN
ajmpe-258	350	34	j.	j.	PROPN
ajmpe-258	350	35	,	,	PUNCT
ajmpe-258	350	36	gawande	gawande	PROPN
ajmpe-258	350	37	,	,	PUNCT
ajmpe-258	350	38	a.	a.	NOUN
ajmpe-258	350	39	a.	a.	PROPN
ajmpe-258	350	40	,	,	PUNCT
ajmpe-258	350	41	&	&	CCONJ
ajmpe-258	350	42	jha	jha	PROPN
ajmpe-258	350	43	,	,	PUNCT
ajmpe-258	350	44	a.	a.	PROPN
ajmpe-258	350	45	k.	k.	PROPN
ajmpe-258	350	46	(	(	PUNCT
ajmpe-258	350	47	2013	2013	NUM
ajmpe-258	350	48	)	)	PUNCT
ajmpe-258	350	49	.	.	PUNCT
ajmpe-258	351	1	variation	variation	NOUN
ajmpe-258	351	2	in	in	ADP
ajmpe-258	351	3	surgical	surgical	ADJ
ajmpe-258	351	4	-	-	PUNCT
ajmpe-258	351	5	readmission	readmission	NOUN
ajmpe-258	351	6	rates	rate	NOUN
ajmpe-258	351	7	and	and	CCONJ
ajmpe-258	351	8	quality	quality	NOUN
ajmpe-258	351	9	of	of	ADP
ajmpe-258	351	10	hospital	hospital	NOUN
ajmpe-258	351	11	care	care	NOUN
ajmpe-258	351	12	.	.	PUNCT
ajmpe-258	352	1	new	new	PROPN
ajmpe-258	352	2	england	england	PROPN
ajmpe-258	352	3	journal	journal	PROPN
ajmpe-258	352	4	of	of	ADP
ajmpe-258	352	5	medicine	medicine	NOUN
ajmpe-258	352	6	,	,	PUNCT
ajmpe-258	352	7	369(12	369(12	NUM
ajmpe-258	352	8	)	)	PUNCT
ajmpe-258	352	9	,	,	PUNCT
ajmpe-258	352	10	1134	1134	NUM
ajmpe-258	352	11	-	-	SYM
ajmpe-258	352	12	1142	1142	NUM
ajmpe-258	352	13	.	.	PUNCT
ajmpe-258	353	1	van	van	PROPN
ajmpe-258	353	2	walraven	walraven	PROPN
ajmpe-258	353	3	,	,	PUNCT
ajmpe-258	353	4	c.	c.	PROPN
ajmpe-258	353	5	,	,	PUNCT
ajmpe-258	353	6	dhalla	dhalla	PROPN
ajmpe-258	353	7	,	,	PUNCT
ajmpe-258	353	8	i.	i.	PROPN
ajmpe-258	353	9	,	,	PUNCT
ajmpe-258	353	10	bell	bell	PROPN
ajmpe-258	353	11	,	,	PUNCT
ajmpe-258	353	12	c.	c.	PROPN
ajmpe-258	353	13	,	,	PUNCT
ajmpe-258	353	14	etchells	etchell	NOUN
ajmpe-258	353	15	,	,	PUNCT
ajmpe-258	353	16	e.	e.	PROPN
ajmpe-258	353	17	,	,	PUNCT
ajmpe-258	353	18	stiell	stiell	PROPN
ajmpe-258	353	19	,	,	PUNCT
ajmpe-258	353	20	i.	i.	NOUN
ajmpe-258	353	21	,	,	PUNCT
ajmpe-258	353	22	zarnke	zarnke	NOUN
ajmpe-258	353	23	,	,	PUNCT
ajmpe-258	353	24	k.	k.	PROPN
ajmpe-258	353	25	,	,	PUNCT
ajmpe-258	353	26	…	…	PUNCT
ajmpe-258	353	27	forster	forster	PROPN
ajmpe-258	353	28	,	,	PUNCT
ajmpe-258	353	29	a.	a.	NOUN
ajmpe-258	353	30	(	(	PUNCT
ajmpe-258	353	31	2010	2010	NUM
ajmpe-258	353	32	)	)	PUNCT
ajmpe-258	353	33	.	.	PUNCT
ajmpe-258	354	1	derivation	derivation	NOUN
ajmpe-258	354	2	and	and	CCONJ
ajmpe-258	354	3	validation	validation	NOUN
ajmpe-258	354	4	of	of	ADP
ajmpe-258	354	5	an	an	DET
ajmpe-258	354	6	index	index	NOUN
ajmpe-258	354	7	to	to	PART
ajmpe-258	354	8	predict	predict	VERB
ajmpe-258	354	9	early	early	ADJ
ajmpe-258	354	10	death	death	NOUN
ajmpe-258	354	11	or	or	CCONJ
ajmpe-258	354	12	unplanned	unplanned	ADJ
ajmpe-258	354	13	readmission	readmission	NOUN
ajmpe-258	354	14	after	after	ADP
ajmpe-258	354	15	discharge	discharge	NOUN
ajmpe-258	354	16	from	from	ADP
ajmpe-258	354	17	hospital	hospital	NOUN
ajmpe-258	354	18	to	to	ADP
ajmpe-258	354	19	the	the	DET
ajmpe-258	354	20	community	community	NOUN
ajmpe-258	354	21	.	.	PUNCT
ajmpe-258	355	1	canadian	canadian	PROPN
ajmpe-258	355	2	medical	medical	PROPN
ajmpe-258	355	3	association	association	PROPN
ajmpe-258	355	4	journal	journal	NOUN
ajmpe-258	355	5	,	,	PUNCT
ajmpe-258	355	6	182(6	182(6	NUM
ajmpe-258	355	7	)	)	PUNCT
ajmpe-258	355	8	,	,	PUNCT
ajmpe-258	355	9	551	551	NUM
ajmpe-258	355	10	-	-	SYM
ajmpe-258	355	11	557	557	NUM
ajmpe-258	355	12	.	.	PUNCT
ajmpe-258	356	1	wagener	wagener	NOUN
ajmpe-258	356	2	,	,	PUNCT
ajmpe-258	356	3	g.	g.	PROPN
ajmpe-258	356	4	,	,	PUNCT
ajmpe-258	356	5	minhaz	minhaz	NOUN
ajmpe-258	356	6	,	,	PUNCT
ajmpe-258	356	7	m.	m.	NOUN
ajmpe-258	356	8	,	,	PUNCT
ajmpe-258	356	9	wang	wang	PROPN
ajmpe-258	356	10	,	,	PUNCT
ajmpe-258	356	11	s.	s.	PROPN
ajmpe-258	356	12	,	,	PUNCT
ajmpe-258	356	13	panzer	panzer	PROPN
ajmpe-258	356	14	,	,	PUNCT
ajmpe-258	356	15	o.	o.	PROPN
ajmpe-258	356	16	,	,	PUNCT
ajmpe-258	356	17	wunsch	wunsch	PROPN
ajmpe-258	356	18	,	,	PUNCT
ajmpe-258	356	19	h.	h.	PROPN
ajmpe-258	356	20	,	,	PUNCT
ajmpe-258	356	21	playford	playford	PROPN
ajmpe-258	356	22	,	,	PUNCT
ajmpe-258	356	23	h.	h.	PROPN
ajmpe-258	356	24	,	,	PUNCT
ajmpe-258	356	25	&	&	CCONJ
ajmpe-258	356	26	sladen	sladen	PROPN
ajmpe-258	356	27	,	,	PUNCT
ajmpe-258	356	28	r.	r.	PROPN
ajmpe-258	356	29	(	(	PUNCT
ajmpe-258	356	30	2011	2011	NUM
ajmpe-258	356	31	)	)	PUNCT
ajmpe-258	356	32	.	.	PUNCT
ajmpe-258	357	1	the	the	DET
ajmpe-258	357	2	surgical	surgical	ADJ
ajmpe-258	357	3	procedure	procedure	NOUN
ajmpe-258	357	4	assessment	assessment	NOUN
ajmpe-258	357	5	(	(	PUNCT
ajmpe-258	357	6	spa	spa	NOUN
ajmpe-258	357	7	)	)	PUNCT
ajmpe-258	357	8	score	score	NOUN
ajmpe-258	357	9	predicts	predict	VERB
ajmpe-258	357	10	intensive	intensive	ADJ
ajmpe-258	357	11	care	care	NOUN
ajmpe-258	357	12	unit	unit	NOUN
ajmpe-258	357	13	length	length	NOUN
ajmpe-258	357	14	of	of	ADP
ajmpe-258	357	15	stay	stay	NOUN
ajmpe-258	357	16	after	after	ADP
ajmpe-258	357	17	cardiac	cardiac	ADJ
ajmpe-258	357	18	surgery	surgery	NOUN
ajmpe-258	357	19	.	.	PUNCT
ajmpe-258	358	1	journal	journal	NOUN
ajmpe-258	358	2	of	of	ADP
ajmpe-258	358	3	thoracic	thoracic	NOUN
ajmpe-258	358	4	cardiovascular	cardiovascular	ADJ
ajmpe-258	358	5	surgery	surgery	NOUN
ajmpe-258	358	6	,	,	PUNCT
ajmpe-258	358	7	142(2	142(2	NUM
ajmpe-258	358	8	)	)	PUNCT
ajmpe-258	358	9	,	,	PUNCT
ajmpe-258	358	10	443	443	NUM
ajmpe-258	358	11	-	-	SYM
ajmpe-258	358	12	450	450	NUM
ajmpe-258	358	13	.	.	PUNCT
ajmpe-258	359	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X
ajmpe-258	359	2	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	PROPN
ajmpe-258	360	1	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	X
ajmpe-258	360	2	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/	PROPN
ajmpe-258	360	3	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	PROPN
ajmpe-258	360	4	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	PROPN
ajmpe-258	360	5	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	PROPN
ajmpe-258	360	6	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	http://data.worldbank.org/indicator/sh.xpd.pcap?order=wbapi_data_value_2013+wbapi_data_value+wbapi_data_value-last&sort=desc	VERB
ajmpe-258	360	7	top	top	ADJ
ajmpe-258	360	8	health	health	PROPN
ajmpe-258	360	9	sciences	sciences	PROPN
ajmpe-258	360	10	research	research	PROPN
ajmpe-258	360	11	journal	journal	PROPN
ajmpe-258	360	12	vol.7	vol.7	PROPN
ajmpe-258	360	13	,	,	PUNCT
ajmpe-258	360	14	issue	issue	NOUN
ajmpe-258	360	15	1	1	NUM
ajmpe-258	360	16	;	;	PUNCT
ajmpe-258	360	17	january	january	PROPN
ajmpe-258	360	18	-	-	PUNCT
ajmpe-258	360	19	febuary	febuary	PROPN
ajmpe-258	360	20	2022	2022	NUM
ajmpe-258	360	21	;	;	PUNCT
ajmpe-258	360	22	1252	1252	NUM
ajmpe-258	360	23	columbia	columbia	PROPN
ajmpe-258	360	24	rd	rd	PROPN
ajmpe-258	360	25	nw	nw	PROPN
ajmpe-258	360	26	,	,	PUNCT
ajmpe-258	360	27	washington	washington	PROPN
ajmpe-258	360	28	dc	dc	PROPN
ajmpe-258	360	29	,	,	PUNCT
ajmpe-258	360	30	united	united	PROPN
ajmpe-258	360	31	states	states	PROPN
ajmpe-258	360	32	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	360	33	;	;	PUNCT
ajmpe-258	360	34	mail	mail	NOUN
ajmpe-258	360	35	:	:	PUNCT
ajmpe-258	360	36	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajmpe-258	361	1	15	15	NUM
ajmpe-258	362	1	|	|	ADV
ajmpe-258	362	2	t	t	X
ajmpe-258	362	3	o	o	NOUN
ajmpe-258	363	1	p	p	X
ajmpe-258	363	2	h	h	NOUN
ajmpe-258	363	3	e	e	PROPN
ajmpe-258	363	4	a	a	PROPN
ajmpe-258	363	5	l	l	NOUN
ajmpe-258	363	6	t	t	NOUN
ajmpe-258	363	7	h	h	NOUN
ajmpe-258	363	8	s	s	VERB
ajmpe-258	363	9	c	c	NOUN
ajmpe-258	364	1	i	i	NOUN
ajmpe-258	364	2	e	e	PROPN
ajmpe-258	364	3	n	n	PROPN
ajmpe-258	364	4	c	c	NOUN
ajmpe-258	364	5	e	e	NOUN
ajmpe-258	364	6	s	s	NOUN
ajmpe-258	364	7	r	r	NOUN
ajmpe-258	364	8	e	e	NOUN
ajmpe-258	364	9	s	s	NOUN
ajmpe-258	364	10	e	e	NOUN
ajmpe-258	364	11	a	a	DET
ajmpe-258	364	12	r	r	NOUN
ajmpe-258	364	13	c	c	NOUN
ajmpe-258	364	14	h	h	NOUN
ajmpe-258	365	1	j	j	NOUN
ajmpe-258	365	2	o	o	X
ajmpe-258	365	3	u	u	NOUN
ajmpe-258	365	4	r	r	NOUN
ajmpe-258	365	5	n	n	ADV
ajmpe-258	365	6	a	a	DET
ajmpe-258	365	7	l	l	NOUN
ajmpe-258	366	1	|	|	NOUN
ajmpe-258	366	2	https://topjournals.org/index.php/thsrj	https://topjournals.org/index.php/thsrj	NOUN
ajmpe-258	366	3	wang	wang	PROPN
ajmpe-258	366	4	,	,	PUNCT
ajmpe-258	366	5	h.	h.	PROPN
ajmpe-258	366	6	,	,	PUNCT
ajmpe-258	366	7	robinson	robinson	PROPN
ajmpe-258	366	8	,	,	PUNCT
ajmpe-258	366	9	r.	r.	PROPN
ajmpe-258	366	10	,	,	PUNCT
ajmpe-258	366	11	johnson	johnson	PROPN
ajmpe-258	366	12	,	,	PUNCT
ajmpe-258	366	13	c.	c.	PROPN
ajmpe-258	366	14	,	,	PUNCT
ajmpe-258	366	15	zenarosa	zenarosa	PROPN
ajmpe-258	366	16	,	,	PUNCT
ajmpe-258	366	17	n.	n.	NOUN
ajmpe-258	366	18	,	,	PUNCT
ajmpe-258	366	19	jayswal	jayswal	PROPN
ajmpe-258	366	20	,	,	PUNCT
ajmpe-258	366	21	r.	r.	PROPN
ajmpe-258	366	22	,	,	PUNCT
ajmpe-258	366	23	keithley	keithley	PROPN
ajmpe-258	366	24	,	,	PUNCT
ajmpe-258	366	25	j.	j.	PROPN
ajmpe-258	366	26	,	,	PUNCT
ajmpe-258	366	27	&	&	CCONJ
ajmpe-258	366	28	delaney	delaney	PROPN
ajmpe-258	366	29	,	,	PUNCT
ajmpe-258	366	30	k.	k.	PROPN
ajmpe-258	366	31	(	(	PUNCT
ajmpe-258	366	32	2014	2014	NUM
ajmpe-258	366	33	)	)	PUNCT
ajmpe-258	366	34	.	.	PUNCT
ajmpe-258	367	1	using	use	VERB
ajmpe-258	367	2	the	the	DET
ajmpe-258	367	3	lace	lace	NOUN
ajmpe-258	367	4	index	index	NOUN
ajmpe-258	367	5	to	to	PART
ajmpe-258	367	6	predict	predict	VERB
ajmpe-258	367	7	hospital	hospital	NOUN
ajmpe-258	367	8	readmissions	readmission	NOUN
ajmpe-258	367	9	in	in	ADP
ajmpe-258	367	10	congestive	congestive	ADJ
ajmpe-258	367	11	heart	heart	NOUN
ajmpe-258	367	12	failure	failure	NOUN
ajmpe-258	367	13	patients	patient	NOUN
ajmpe-258	367	14	.	.	PUNCT
ajmpe-258	368	1	bmc	bmc	ADJ
ajmpe-258	368	2	cardiovascular	cardiovascular	ADJ
ajmpe-258	368	3	disorders	disorder	NOUN
ajmpe-258	368	4	,	,	PUNCT
ajmpe-258	368	5	14	14	NUM
ajmpe-258	368	6	,	,	PUNCT
ajmpe-258	368	7	1	1	NUM
ajmpe-258	368	8	-	-	SYM
ajmpe-258	368	9	8	8	NUM
ajmpe-258	368	10	.	.	PUNCT
ajmpe-258	369	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	X