id	sid	tid	token	lemma	pos
easat-8468	1	1	edelweiss	edelweiss	PROPN
easat-8468	1	2	applied	apply	VERB
easat-8468	1	3	science	science	NOUN
easat-8468	1	4	and	and	CCONJ
easat-8468	1	5	technology	technology	NOUN
easat-8468	1	6	issn	issn	PROPN
easat-8468	1	7	:	:	PUNCT
easat-8468	1	8	2576	2576	NUM
easat-8468	1	9	-	-	SYM
easat-8468	1	10	8484	8484	NUM
easat-8468	1	11	vol	vol	NOUN
easat-8468	1	12	.	.	PROPN
easat-8468	2	1	9	9	NUM
easat-8468	2	2	,	,	PUNCT
easat-8468	2	3	no	no	INTJ
easat-8468	2	4	.	.	NOUN
easat-8468	2	5	6	6	NUM
easat-8468	2	6	,	,	PUNCT
easat-8468	2	7	2731	2731	NUM
easat-8468	2	8	-	-	SYM
easat-8468	2	9	2742	2742	NUM
easat-8468	2	10	2025	2025	NUM
easat-8468	2	11	publisher	publisher	NOUN
easat-8468	2	12	:	:	PUNCT
easat-8468	2	13	learning	learn	VERB
easat-8468	2	14	gate	gate	NOUN
easat-8468	2	15	doi	doi	PROPN
easat-8468	2	16	:	:	PUNCT
easat-8468	2	17	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	2	18	©	©	PROPN
easat-8468	2	19	2025	2025	NUM
easat-8468	2	20	by	by	ADP
easat-8468	2	21	the	the	DET
easat-8468	2	22	authors	author	NOUN
easat-8468	2	23	;	;	PUNCT
easat-8468	2	24	licensee	licensee	PROPN
easat-8468	2	25	learning	learning	NOUN
easat-8468	2	26	gate	gate	NOUN
easat-8468	3	1	©	©	PROPN
easat-8468	3	2	2025	2025	NUM
easat-8468	3	3	by	by	ADP
easat-8468	3	4	the	the	DET
easat-8468	3	5	authors	author	NOUN
easat-8468	3	6	;	;	PUNCT
easat-8468	3	7	licensee	licensee	PROPN
easat-8468	3	8	learning	learning	NOUN
easat-8468	3	9	gate	gate	NOUN
easat-8468	3	10	history	history	NOUN
easat-8468	3	11	:	:	PUNCT
easat-8468	3	12	received	receive	VERB
easat-8468	3	13	:	:	PUNCT
easat-8468	3	14	17	17	NUM
easat-8468	3	15	april	april	PROPN
easat-8468	3	16	2025	2025	NUM
easat-8468	3	17	;	;	PUNCT
easat-8468	3	18	revised	revise	VERB
easat-8468	3	19	:	:	PUNCT
easat-8468	3	20	16	16	NUM
easat-8468	3	21	june	june	PROPN
easat-8468	3	22	2025	2025	NUM
easat-8468	3	23	;	;	PUNCT
easat-8468	3	24	accepted	accept	VERB
easat-8468	3	25	:	:	PUNCT
easat-8468	3	26	20	20	NUM
easat-8468	3	27	june	june	PROPN
easat-8468	3	28	2025	2025	NUM
easat-8468	3	29	;	;	PUNCT
easat-8468	3	30	published	publish	VERB
easat-8468	3	31	:	:	PUNCT
easat-8468	3	32	30	30	NUM
easat-8468	3	33	june	june	PROPN
easat-8468	3	34	2025	2025	NUM
easat-8468	3	35	*	*	PUNCT
easat-8468	3	36	correspondence	correspondence	NOUN
easat-8468	3	37	:	:	PUNCT
easat-8468	3	38	linda_widya@udb.ac.id	linda_widya@udb.ac.id	VERB
easat-8468	3	39	relationship	relationship	NOUN
easat-8468	3	40	between	between	ADP
easat-8468	3	41	specificity	specificity	NOUN
easat-8468	3	42	of	of	ADP
easat-8468	3	43	diagnosis	diagnosis	NOUN
easat-8468	3	44	writing	writing	NOUN
easat-8468	3	45	and	and	CCONJ
easat-8468	3	46	accuracy	accuracy	NOUN
easat-8468	3	47	of	of	ADP
easat-8468	3	48	chronic	chronic	ADJ
easat-8468	3	49	kidney	kidney	NOUN
easat-8468	3	50	disease	disease	NOUN
easat-8468	3	51	codes	code	VERB
easat-8468	3	52	linda	linda	PROPN
easat-8468	3	53	widyaningrum1	widyaningrum1	PROPN
easat-8468	3	54	*	*	PUNCT
easat-8468	3	55	,	,	PUNCT
easat-8468	4	1	aditya	aditya	PROPN
easat-8468	4	2	kurniawan2	kurniawan2	PROPN
easat-8468	4	3	1,2d3	1,2d3	PROPN
easat-8468	4	4	medical	medical	ADJ
easat-8468	4	5	records	record	NOUN
easat-8468	4	6	and	and	CCONJ
easat-8468	4	7	health	health	NOUN
easat-8468	4	8	information	information	NOUN
easat-8468	4	9	study	study	NOUN
easat-8468	4	10	program	program	NOUN
easat-8468	4	11	,	,	PUNCT
easat-8468	4	12	faculty	faculty	NOUN
easat-8468	4	13	of	of	ADP
easat-8468	4	14	health	health	NOUN
easat-8468	4	15	sciences	science	NOUN
easat-8468	4	16	,	,	PUNCT
easat-8468	4	17	universitas	universitas	PROPN
easat-8468	4	18	duta	duta	PROPN
easat-8468	4	19	bangsa	bangsa	PROPN
easat-8468	4	20	,	,	PUNCT
easat-8468	4	21	surakarta	surakarta	PROPN
easat-8468	4	22	,	,	PUNCT
easat-8468	4	23	indonesia	indonesia	PROPN
easat-8468	4	24	;	;	PUNCT
easat-8468	4	25	linda_widya@udb.ac.id	linda_widya@udb.ac.id	X
easat-8468	4	26	(	(	PUNCT
easat-8468	4	27	l.w	l.w	PROPN
easat-8468	4	28	.	.	PROPN
easat-8468	4	29	)	)	PUNCT
easat-8468	4	30	.	.	PUNCT
easat-8468	5	1	abstract	abstract	ADJ
easat-8468	5	2	:	:	PUNCT
easat-8468	5	3	inaccurate	inaccurate	ADJ
easat-8468	5	4	diagnostic	diagnostic	ADJ
easat-8468	5	5	coding	coding	NOUN
easat-8468	5	6	in	in	ADP
easat-8468	5	7	health	health	NOUN
easat-8468	5	8	services	service	NOUN
easat-8468	5	9	often	often	ADV
easat-8468	5	10	results	result	VERB
easat-8468	5	11	from	from	ADP
easat-8468	5	12	incomplete	incomplete	ADJ
easat-8468	5	13	or	or	CCONJ
easat-8468	5	14	unclear	unclear	ADJ
easat-8468	5	15	diagnostic	diagnostic	ADJ
easat-8468	5	16	documentation	documentation	NOUN
easat-8468	5	17	,	,	PUNCT
easat-8468	5	18	particularly	particularly	ADV
easat-8468	5	19	in	in	ADP
easat-8468	5	20	chronic	chronic	ADJ
easat-8468	5	21	conditions	condition	NOUN
easat-8468	5	22	like	like	ADP
easat-8468	5	23	kidney	kidney	NOUN
easat-8468	5	24	disease	disease	NOUN
easat-8468	5	25	.	.	PUNCT
easat-8468	6	1	this	this	DET
easat-8468	6	2	study	study	NOUN
easat-8468	6	3	aimed	aim	VERB
easat-8468	6	4	to	to	PART
easat-8468	6	5	examine	examine	VERB
easat-8468	6	6	the	the	DET
easat-8468	6	7	relationship	relationship	NOUN
easat-8468	6	8	between	between	ADP
easat-8468	6	9	the	the	DET
easat-8468	6	10	specificity	specificity	NOUN
easat-8468	6	11	of	of	ADP
easat-8468	6	12	diagnostic	diagnostic	ADJ
easat-8468	6	13	writing	writing	NOUN
easat-8468	6	14	and	and	CCONJ
easat-8468	6	15	the	the	DET
easat-8468	6	16	accuracy	accuracy	NOUN
easat-8468	6	17	of	of	ADP
easat-8468	6	18	chronic	chronic	ADJ
easat-8468	6	19	kidney	kidney	NOUN
easat-8468	6	20	disease	disease	NOUN
easat-8468	6	21	(	(	PUNCT
easat-8468	6	22	ckd	ckd	NOUN
easat-8468	6	23	)	)	PUNCT
easat-8468	6	24	codes	code	NOUN
easat-8468	6	25	in	in	ADP
easat-8468	6	26	medical	medical	ADJ
easat-8468	6	27	records	record	NOUN
easat-8468	6	28	.	.	PUNCT
easat-8468	7	1	an	an	DET
easat-8468	7	2	analytical	analytical	ADJ
easat-8468	7	3	retrospective	retrospective	ADJ
easat-8468	7	4	study	study	NOUN
easat-8468	7	5	was	be	AUX
easat-8468	7	6	conducted	conduct	VERB
easat-8468	7	7	at	at	ADP
easat-8468	7	8	a	a	DET
easat-8468	7	9	tertiary	tertiary	ADJ
easat-8468	7	10	hospital	hospital	NOUN
easat-8468	7	11	,	,	PUNCT
easat-8468	7	12	analyzing	analyze	VERB
easat-8468	7	13	110	110	NUM
easat-8468	7	14	medical	medical	ADJ
easat-8468	7	15	record	record	NOUN
easat-8468	7	16	documents	document	NOUN
easat-8468	7	17	with	with	ADP
easat-8468	7	18	ckd	ckd	PROPN
easat-8468	7	19	diagnoses	diagnosis	NOUN
easat-8468	7	20	,	,	PUNCT
easat-8468	7	21	selected	select	VERB
easat-8468	7	22	through	through	ADP
easat-8468	7	23	total	total	ADJ
easat-8468	7	24	sampling	sampling	NOUN
easat-8468	7	25	from	from	ADP
easat-8468	7	26	january	january	PROPN
easat-8468	7	27	to	to	ADP
easat-8468	7	28	december	december	PROPN
easat-8468	7	29	2024	2024	NUM
easat-8468	7	30	.	.	PUNCT
easat-8468	8	1	data	datum	NOUN
easat-8468	8	2	were	be	AUX
easat-8468	8	3	analyzed	analyze	VERB
easat-8468	8	4	using	use	VERB
easat-8468	8	5	the	the	DET
easat-8468	8	6	chi	chi	ADJ
easat-8468	8	7	-	-	PUNCT
easat-8468	8	8	square	square	ADJ
easat-8468	8	9	test	test	NOUN
easat-8468	8	10	to	to	PART
easat-8468	8	11	evaluate	evaluate	VERB
easat-8468	8	12	the	the	DET
easat-8468	8	13	association	association	NOUN
easat-8468	8	14	between	between	ADP
easat-8468	8	15	diagnostic	diagnostic	ADJ
easat-8468	8	16	writing	writing	NOUN
easat-8468	8	17	specificity	specificity	NOUN
easat-8468	8	18	(	(	PUNCT
easat-8468	8	19	independent	independent	ADJ
easat-8468	8	20	variable	variable	NOUN
easat-8468	8	21	)	)	PUNCT
easat-8468	8	22	and	and	CCONJ
easat-8468	8	23	ckd	ckd	PROPN
easat-8468	8	24	code	code	PROPN
easat-8468	8	25	accuracy	accuracy	NOUN
easat-8468	8	26	(	(	PUNCT
easat-8468	8	27	dependent	dependent	ADJ
easat-8468	8	28	variable	variable	NOUN
easat-8468	8	29	)	)	PUNCT
easat-8468	8	30	.	.	PUNCT
easat-8468	9	1	results	result	NOUN
easat-8468	9	2	revealed	reveal	VERB
easat-8468	9	3	that	that	SCONJ
easat-8468	9	4	78	78	NUM
easat-8468	9	5	documents	document	NOUN
easat-8468	9	6	(	(	PUNCT
easat-8468	9	7	70.9	70.9	NUM
easat-8468	9	8	%	%	NOUN
easat-8468	9	9	)	)	PUNCT
easat-8468	9	10	had	have	VERB
easat-8468	9	11	specific	specific	ADJ
easat-8468	9	12	diagnostic	diagnostic	ADJ
easat-8468	9	13	writing	writing	NOUN
easat-8468	9	14	,	,	PUNCT
easat-8468	9	15	while	while	SCONJ
easat-8468	9	16	32	32	NUM
easat-8468	9	17	(	(	PUNCT
easat-8468	9	18	29.1	29.1	NUM
easat-8468	9	19	%	%	NOUN
easat-8468	9	20	)	)	PUNCT
easat-8468	9	21	were	be	AUX
easat-8468	9	22	non	non	ADJ
easat-8468	9	23	-	-	ADJ
easat-8468	9	24	specific	specific	ADJ
easat-8468	9	25	.	.	PUNCT
easat-8468	9	26	accurate	accurate	ADJ
easat-8468	9	27	codes	code	NOUN
easat-8468	9	28	appeared	appear	VERB
easat-8468	9	29	in	in	ADP
easat-8468	9	30	98	98	NUM
easat-8468	9	31	documents	document	NOUN
easat-8468	9	32	(	(	PUNCT
easat-8468	9	33	89	89	NUM
easat-8468	9	34	%	%	NOUN
easat-8468	9	35	)	)	PUNCT
easat-8468	9	36	,	,	PUNCT
easat-8468	9	37	with	with	ADP
easat-8468	9	38	12	12	NUM
easat-8468	9	39	(	(	PUNCT
easat-8468	9	40	11	11	NUM
easat-8468	9	41	%	%	NOUN
easat-8468	9	42	)	)	PUNCT
easat-8468	9	43	inaccurate	inaccurate	ADJ
easat-8468	9	44	.	.	PUNCT
easat-8468	10	1	the	the	DET
easat-8468	10	2	chi	chi	ADJ
easat-8468	10	3	-	-	PUNCT
easat-8468	10	4	square	square	ADJ
easat-8468	10	5	test	test	NOUN
easat-8468	10	6	yielded	yield	VERB
easat-8468	10	7	a	a	DET
easat-8468	10	8	p	p	NOUN
easat-8468	10	9	-	-	PUNCT
easat-8468	10	10	value	value	NOUN
easat-8468	10	11	<	<	NOUN
easat-8468	10	12	0.05	0.05	NUM
easat-8468	10	13	,	,	PUNCT
easat-8468	10	14	confirming	confirm	VERB
easat-8468	10	15	a	a	DET
easat-8468	10	16	significant	significant	ADJ
easat-8468	10	17	relationship	relationship	NOUN
easat-8468	10	18	:	:	PUNCT
easat-8468	10	19	more	more	ADV
easat-8468	10	20	specific	specific	ADJ
easat-8468	10	21	diagnostic	diagnostic	ADJ
easat-8468	10	22	writing	writing	NOUN
easat-8468	10	23	enhances	enhance	VERB
easat-8468	10	24	code	code	NOUN
easat-8468	10	25	accuracy	accuracy	NOUN
easat-8468	10	26	.	.	PUNCT
easat-8468	11	1	these	these	DET
easat-8468	11	2	findings	finding	NOUN
easat-8468	11	3	highlight	highlight	VERB
easat-8468	11	4	the	the	DET
easat-8468	11	5	critical	critical	ADJ
easat-8468	11	6	role	role	NOUN
easat-8468	11	7	of	of	ADP
easat-8468	11	8	precise	precise	ADJ
easat-8468	11	9	documentation	documentation	NOUN
easat-8468	11	10	in	in	ADP
easat-8468	11	11	healthcare	healthcare	NOUN
easat-8468	11	12	coding	coding	NOUN
easat-8468	11	13	.	.	PUNCT
easat-8468	12	1	to	to	PART
easat-8468	12	2	reduce	reduce	VERB
easat-8468	12	3	errors	error	NOUN
easat-8468	12	4	,	,	PUNCT
easat-8468	12	5	physicians	physician	NOUN
easat-8468	12	6	and	and	CCONJ
easat-8468	12	7	coding	code	VERB
easat-8468	12	8	officers	officer	NOUN
easat-8468	12	9	should	should	AUX
easat-8468	12	10	improve	improve	VERB
easat-8468	12	11	icd-10	icd-10	DET
easat-8468	12	12	comprehension	comprehension	NOUN
easat-8468	12	13	through	through	ADP
easat-8468	12	14	regular	regular	ADJ
easat-8468	12	15	training	training	NOUN
easat-8468	12	16	,	,	PUNCT
easat-8468	12	17	strengthen	strengthen	VERB
easat-8468	12	18	interdisciplinary	interdisciplinary	ADJ
easat-8468	12	19	communication	communication	NOUN
easat-8468	12	20	,	,	PUNCT
easat-8468	12	21	and	and	CCONJ
easat-8468	12	22	adopt	adopt	VERB
easat-8468	12	23	standardized	standardized	ADJ
easat-8468	12	24	documentation	documentation	NOUN
easat-8468	12	25	protocols	protocol	NOUN
easat-8468	12	26	,	,	PUNCT
easat-8468	12	27	ultimately	ultimately	ADV
easat-8468	12	28	enhancing	enhance	VERB
easat-8468	12	29	diagnostic	diagnostic	ADJ
easat-8468	12	30	coding	code	VERB
easat-8468	12	31	quality	quality	NOUN
easat-8468	12	32	and	and	CCONJ
easat-8468	12	33	patient	patient	ADJ
easat-8468	12	34	care	care	NOUN
easat-8468	12	35	outcomes	outcome	NOUN
easat-8468	12	36	.	.	PUNCT
easat-8468	13	1	keywords	keyword	NOUN
easat-8468	13	2	:	:	PUNCT
easat-8468	13	3	chronic	chronic	ADJ
easat-8468	13	4	kidney	kidney	NOUN
easat-8468	13	5	disease	disease	NOUN
easat-8468	13	6	,	,	PUNCT
easat-8468	13	7	code	code	NOUN
easat-8468	13	8	accuracy	accuracy	NOUN
easat-8468	13	9	,	,	PUNCT
easat-8468	13	10	diagnosis	diagnosis	NOUN
easat-8468	13	11	,	,	PUNCT
easat-8468	13	12	icd-10	icd-10	NOUN
easat-8468	13	13	,	,	PUNCT
easat-8468	13	14	specificity	specificity	NOUN
easat-8468	13	15	.	.	PUNCT
easat-8468	14	1	1	1	X
easat-8468	14	2	.	.	X
easat-8468	14	3	introduction	introduction	NOUN
easat-8468	14	4	the	the	DET
easat-8468	14	5	accuracy	accuracy	NOUN
easat-8468	14	6	of	of	ADP
easat-8468	14	7	diagnostic	diagnostic	ADJ
easat-8468	14	8	coding	coding	NOUN
easat-8468	14	9	is	be	AUX
easat-8468	14	10	pivotal	pivotal	ADJ
easat-8468	14	11	in	in	ADP
easat-8468	14	12	the	the	DET
easat-8468	14	13	healthcare	healthcare	NOUN
easat-8468	14	14	system	system	NOUN
easat-8468	14	15	,	,	PUNCT
easat-8468	14	16	influencing	influence	VERB
easat-8468	14	17	various	various	ADJ
easat-8468	14	18	aspects	aspect	NOUN
easat-8468	14	19	of	of	ADP
easat-8468	14	20	clinical	clinical	ADJ
easat-8468	14	21	data	datum	NOUN
easat-8468	14	22	management	management	NOUN
easat-8468	14	23	,	,	PUNCT
easat-8468	14	24	decision	decision	NOUN
easat-8468	14	25	-	-	PUNCT
easat-8468	14	26	making	making	NOUN
easat-8468	14	27	,	,	PUNCT
easat-8468	14	28	and	and	CCONJ
easat-8468	14	29	health	health	NOUN
easat-8468	14	30	insurance	insurance	NOUN
easat-8468	14	31	claims	claim	NOUN
easat-8468	14	32	.	.	PUNCT
easat-8468	15	1	inaccurate	inaccurate	ADJ
easat-8468	15	2	coding	coding	NOUN
easat-8468	15	3	can	can	AUX
easat-8468	15	4	lead	lead	VERB
easat-8468	15	5	to	to	ADP
easat-8468	15	6	significant	significant	ADJ
easat-8468	15	7	financial	financial	ADJ
easat-8468	15	8	repercussions	repercussion	NOUN
easat-8468	15	9	,	,	PUNCT
easat-8468	15	10	demonstrating	demonstrate	VERB
easat-8468	15	11	disparities	disparity	NOUN
easat-8468	15	12	in	in	ADP
easat-8468	15	13	resource	resource	NOUN
easat-8468	15	14	allocation	allocation	NOUN
easat-8468	15	15	and	and	CCONJ
easat-8468	15	16	impacting	impact	VERB
easat-8468	15	17	reimbursement	reimbursement	NOUN
easat-8468	15	18	policies	policy	NOUN
easat-8468	15	19	.	.	PUNCT
easat-8468	16	1	for	for	ADP
easat-8468	16	2	example	example	NOUN
easat-8468	16	3	,	,	PUNCT
easat-8468	16	4	the	the	DET
easat-8468	16	5	indonesian	indonesian	ADJ
easat-8468	16	6	healthcare	healthcare	PROPN
easat-8468	16	7	system	system	NOUN
easat-8468	16	8	,	,	PUNCT
easat-8468	16	9	particularly	particularly	ADV
easat-8468	16	10	with	with	ADP
easat-8468	16	11	its	its	PRON
easat-8468	16	12	bpjs	bpjs	NOUN
easat-8468	16	13	(	(	PUNCT
easat-8468	16	14	badan	badan	PROPN
easat-8468	16	15	penyelenggara	penyelenggara	PROPN
easat-8468	16	16	jaminan	jaminan	PROPN
easat-8468	16	17	sosial	sosial	PROPN
easat-8468	16	18	)	)	PUNCT
easat-8468	16	19	,	,	PUNCT
easat-8468	16	20	has	have	AUX
easat-8468	16	21	been	be	AUX
easat-8468	16	22	critiqued	critique	VERB
easat-8468	16	23	for	for	ADP
easat-8468	16	24	its	its	PRON
easat-8468	16	25	reliance	reliance	NOUN
easat-8468	16	26	on	on	ADP
easat-8468	16	27	accurate	accurate	ADJ
easat-8468	16	28	coding	coding	NOUN
easat-8468	16	29	for	for	ADP
easat-8468	16	30	reimbursement	reimbursement	NOUN
easat-8468	16	31	of	of	ADP
easat-8468	16	32	healthcare	healthcare	PROPN
easat-8468	16	33	services	service	NOUN
easat-8468	16	34	,	,	PUNCT
easat-8468	16	35	highlighting	highlight	VERB
easat-8468	16	36	that	that	SCONJ
easat-8468	16	37	coding	code	VERB
easat-8468	16	38	inaccuracies	inaccuracy	NOUN
easat-8468	16	39	can	can	AUX
easat-8468	16	40	result	result	VERB
easat-8468	16	41	in	in	ADP
easat-8468	16	42	wrongful	wrongful	ADJ
easat-8468	16	43	payment	payment	NOUN
easat-8468	16	44	denials	denial	NOUN
easat-8468	16	45	and	and	CCONJ
easat-8468	16	46	financial	financial	ADJ
easat-8468	16	47	strain	strain	NOUN
easat-8468	16	48	on	on	ADP
easat-8468	16	49	health	health	NOUN
easat-8468	16	50	institutions	institution	NOUN
easat-8468	16	51	[	[	X
easat-8468	16	52	1	1	NUM
easat-8468	16	53	]	]	PUNCT
easat-8468	16	54	.	.	PUNCT
easat-8468	17	1	similarly	similarly	ADV
easat-8468	17	2	,	,	PUNCT
easat-8468	17	3	the	the	DET
easat-8468	17	4	complexity	complexity	NOUN
easat-8468	17	5	of	of	ADP
easat-8468	17	6	global	global	ADJ
easat-8468	17	7	insurance	insurance	NOUN
easat-8468	17	8	systems	system	NOUN
easat-8468	17	9	,	,	PUNCT
easat-8468	17	10	which	which	PRON
easat-8468	17	11	often	often	ADV
easat-8468	17	12	rely	rely	VERB
easat-8468	17	13	on	on	ADP
easat-8468	17	14	international	international	ADJ
easat-8468	17	15	classification	classification	NOUN
easat-8468	17	16	of	of	ADP
easat-8468	17	17	diseases	disease	NOUN
easat-8468	17	18	(	(	PUNCT
easat-8468	17	19	icd	icd	NOUN
easat-8468	17	20	)	)	PUNCT
easat-8468	17	21	codes	code	NOUN
easat-8468	17	22	,	,	PUNCT
easat-8468	17	23	necessitates	necessitate	VERB
easat-8468	17	24	high	high	ADJ
easat-8468	17	25	accuracy	accuracy	NOUN
easat-8468	17	26	to	to	PART
easat-8468	17	27	mitigate	mitigate	VERB
easat-8468	17	28	risks	risk	NOUN
easat-8468	17	29	associated	associate	VERB
easat-8468	17	30	with	with	ADP
easat-8468	17	31	incorrect	incorrect	ADJ
easat-8468	17	32	reimbursement	reimbursement	NOUN
easat-8468	17	33	processes	process	NOUN
easat-8468	17	34	[	[	X
easat-8468	17	35	2	2	NUM
easat-8468	17	36	]	]	PUNCT
easat-8468	17	37	.	.	PUNCT
easat-8468	18	1	the	the	DET
easat-8468	18	2	global	global	ADJ
easat-8468	18	3	prevalence	prevalence	NOUN
easat-8468	18	4	of	of	ADP
easat-8468	18	5	chronic	chronic	ADJ
easat-8468	18	6	kidney	kidney	NOUN
easat-8468	18	7	disease	disease	NOUN
easat-8468	18	8	(	(	PUNCT
easat-8468	18	9	ckd	ckd	NOUN
easat-8468	18	10	)	)	PUNCT
easat-8468	18	11	underscores	underscore	VERB
easat-8468	18	12	challenges	challenge	NOUN
easat-8468	18	13	in	in	ADP
easat-8468	18	14	coding	code	VERB
easat-8468	18	15	diagnoses	diagnosis	NOUN
easat-8468	18	16	according	accord	VERB
easat-8468	18	17	to	to	ADP
easat-8468	18	18	icd-10	icd-10	DET
easat-8468	18	19	standards	standard	NOUN
easat-8468	18	20	.	.	PUNCT
easat-8468	19	1	ckd	ckd	PROPN
easat-8468	19	2	has	have	AUX
easat-8468	19	3	reached	reach	VERB
easat-8468	19	4	concerning	concern	VERB
easat-8468	19	5	levels	level	NOUN
easat-8468	19	6	worldwide	worldwide	ADV
easat-8468	19	7	,	,	PUNCT
easat-8468	19	8	affecting	affect	VERB
easat-8468	19	9	millions	million	NOUN
easat-8468	19	10	and	and	CCONJ
easat-8468	19	11	posing	pose	VERB
easat-8468	19	12	significant	significant	ADJ
easat-8468	19	13	public	public	ADJ
easat-8468	19	14	health	health	NOUN
easat-8468	19	15	challenges	challenge	NOUN
easat-8468	19	16	[	[	X
easat-8468	19	17	3	3	NUM
easat-8468	19	18	]	]	PUNCT
easat-8468	19	19	.	.	PUNCT
easat-8468	20	1	however	however	ADV
easat-8468	20	2	,	,	PUNCT
easat-8468	20	3	variability	variability	NOUN
easat-8468	20	4	in	in	ADP
easat-8468	20	5	coding	code	VERB
easat-8468	20	6	practices	practice	NOUN
easat-8468	20	7	often	often	ADV
easat-8468	20	8	leads	lead	VERB
easat-8468	20	9	to	to	ADP
easat-8468	20	10	underreporting	underreporte	VERB
easat-8468	20	11	or	or	CCONJ
easat-8468	20	12	misclassification	misclassification	NOUN
easat-8468	20	13	of	of	ADP
easat-8468	20	14	ckd	ckd	PROPN
easat-8468	20	15	.	.	PUNCT
easat-8468	21	1	one	one	NUM
easat-8468	21	2	study	study	NOUN
easat-8468	21	3	pointed	point	VERB
easat-8468	21	4	out	out	ADP
easat-8468	21	5	that	that	SCONJ
easat-8468	21	6	the	the	DET
easat-8468	21	7	presence	presence	NOUN
easat-8468	21	8	of	of	ADP
easat-8468	21	9	diagnostic	diagnostic	ADJ
easat-8468	21	10	uncertainty	uncertainty	NOUN
easat-8468	21	11	complicates	complicate	VERB
easat-8468	21	12	accurate	accurate	ADJ
easat-8468	21	13	coding	coding	NOUN
easat-8468	21	14	and	and	CCONJ
easat-8468	21	15	distorts	distort	VERB
easat-8468	21	16	epidemiological	epidemiological	ADJ
easat-8468	21	17	data	datum	NOUN
easat-8468	21	18	regarding	regard	VERB
easat-8468	21	19	ckd	ckd	PROPN
easat-8468	21	20	prevalence	prevalence	NOUN
easat-8468	21	21	[	[	X
easat-8468	21	22	4	4	NUM
easat-8468	21	23	]	]	PUNCT
easat-8468	21	24	.	.	PUNCT
easat-8468	22	1	under	under	ADP
easat-8468	22	2	these	these	DET
easat-8468	22	3	circumstances	circumstance	NOUN
easat-8468	22	4	,	,	PUNCT
easat-8468	22	5	establishing	establish	VERB
easat-8468	22	6	new	new	ADJ
easat-8468	22	7	codes	code	NOUN
easat-8468	22	8	or	or	CCONJ
easat-8468	22	9	refining	refine	VERB
easat-8468	22	10	existing	exist	VERB
easat-8468	22	11	ones	one	NOUN
easat-8468	22	12	to	to	PART
easat-8468	22	13	capture	capture	VERB
easat-8468	22	14	such	such	ADJ
easat-8468	22	15	uncertainties	uncertainty	NOUN
easat-8468	22	16	in	in	ADP
easat-8468	22	17	ckd	ckd	NOUN
easat-8468	22	18	diagnosis	diagnosis	NOUN
easat-8468	22	19	could	could	AUX
easat-8468	22	20	vastly	vastly	ADV
easat-8468	22	21	improve	improve	VERB
easat-8468	22	22	the	the	DET
easat-8468	22	23	quality	quality	NOUN
easat-8468	22	24	of	of	ADP
easat-8468	22	25	health	health	NOUN
easat-8468	22	26	data	datum	NOUN
easat-8468	22	27	reported	report	VERB
easat-8468	22	28	.	.	PUNCT
easat-8468	23	1	2732	2732	NUM
easat-8468	23	2	edelweiss	edelweiss	PROPN
easat-8468	23	3	applied	apply	VERB
easat-8468	23	4	science	science	NOUN
easat-8468	23	5	and	and	CCONJ
easat-8468	23	6	technology	technology	NOUN
easat-8468	23	7	issn	issn	PROPN
easat-8468	23	8	:	:	PUNCT
easat-8468	23	9	2576	2576	NUM
easat-8468	23	10	-	-	SYM
easat-8468	23	11	8484	8484	NUM
easat-8468	23	12	vol	vol	NOUN
easat-8468	23	13	.	.	PROPN
easat-8468	24	1	9	9	NUM
easat-8468	24	2	,	,	PUNCT
easat-8468	24	3	no	no	INTJ
easat-8468	24	4	.	.	NOUN
easat-8468	25	1	6	6	NUM
easat-8468	25	2	:	:	SYM
easat-8468	25	3	2731	2731	NUM
easat-8468	25	4	-	-	SYM
easat-8468	25	5	2742	2742	NUM
easat-8468	25	6	,	,	PUNCT
easat-8468	25	7	2025	2025	NUM
easat-8468	25	8	doi	doi	NOUN
easat-8468	25	9	:	:	PUNCT
easat-8468	25	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	25	11	©	©	PROPN
easat-8468	25	12	2025	2025	NUM
easat-8468	25	13	by	by	ADP
easat-8468	25	14	the	the	DET
easat-8468	25	15	authors	author	NOUN
easat-8468	25	16	;	;	PUNCT
easat-8468	25	17	licensee	licensee	PROPN
easat-8468	25	18	learning	learning	NOUN
easat-8468	25	19	gate	gate	VERB
easat-8468	25	20	common	common	ADJ
easat-8468	25	21	issues	issue	NOUN
easat-8468	25	22	in	in	ADP
easat-8468	25	23	medical	medical	ADJ
easat-8468	25	24	documentation	documentation	NOUN
easat-8468	25	25	,	,	PUNCT
easat-8468	25	26	such	such	ADJ
easat-8468	25	27	as	as	ADP
easat-8468	25	28	the	the	DET
easat-8468	25	29	lack	lack	NOUN
easat-8468	25	30	of	of	ADP
easat-8468	25	31	specificity	specificity	NOUN
easat-8468	25	32	in	in	ADP
easat-8468	25	33	written	write	VERB
easat-8468	25	34	diagnoses	diagnosis	NOUN
easat-8468	25	35	by	by	ADP
easat-8468	25	36	healthcare	healthcare	PROPN
easat-8468	25	37	professionals	professional	NOUN
easat-8468	25	38	,	,	PUNCT
easat-8468	25	39	contribute	contribute	VERB
easat-8468	25	40	directly	directly	ADV
easat-8468	25	41	to	to	ADP
easat-8468	25	42	coding	code	VERB
easat-8468	25	43	errors	error	NOUN
easat-8468	25	44	.	.	PUNCT
easat-8468	26	1	documentation	documentation	NOUN
easat-8468	26	2	that	that	PRON
easat-8468	26	3	fails	fail	VERB
easat-8468	26	4	to	to	PART
easat-8468	26	5	provide	provide	VERB
easat-8468	26	6	sufficient	sufficient	ADJ
easat-8468	26	7	detail	detail	NOUN
easat-8468	26	8	can	can	AUX
easat-8468	26	9	lead	lead	VERB
easat-8468	26	10	to	to	ADP
easat-8468	26	11	misclassification	misclassification	NOUN
easat-8468	26	12	by	by	ADP
easat-8468	26	13	coding	code	VERB
easat-8468	26	14	personnel	personnel	NOUN
easat-8468	26	15	,	,	PUNCT
easat-8468	26	16	particularly	particularly	ADV
easat-8468	26	17	when	when	SCONJ
easat-8468	26	18	converting	convert	VERB
easat-8468	26	19	physician	physician	NOUN
easat-8468	26	20	notes	note	NOUN
easat-8468	26	21	into	into	ADP
easat-8468	26	22	standardized	standardized	ADJ
easat-8468	26	23	codes	code	NOUN
easat-8468	26	24	like	like	ADP
easat-8468	26	25	icd-10	icd-10	PRON
easat-8468	26	26	[	[	X
easat-8468	26	27	5	5	NUM
easat-8468	26	28	]	]	PUNCT
easat-8468	26	29	.	.	PUNCT
easat-8468	27	1	this	this	DET
easat-8468	27	2	lack	lack	NOUN
easat-8468	27	3	of	of	ADP
easat-8468	27	4	specificity	specificity	NOUN
easat-8468	27	5	complicates	complicate	VERB
easat-8468	27	6	the	the	DET
easat-8468	27	7	coding	code	VERB
easat-8468	27	8	process	process	NOUN
easat-8468	27	9	and	and	CCONJ
easat-8468	27	10	hampers	hamper	VERB
easat-8468	27	11	patient	patient	ADJ
easat-8468	27	12	care	care	NOUN
easat-8468	27	13	by	by	ADP
easat-8468	27	14	masking	mask	VERB
easat-8468	27	15	the	the	DET
easat-8468	27	16	true	true	ADJ
easat-8468	27	17	nature	nature	NOUN
easat-8468	27	18	of	of	ADP
easat-8468	27	19	health	health	NOUN
easat-8468	27	20	conditions	condition	NOUN
easat-8468	27	21	,	,	PUNCT
easat-8468	27	22	thus	thus	ADV
easat-8468	27	23	affecting	affect	VERB
easat-8468	27	24	treatment	treatment	NOUN
easat-8468	27	25	decisions	decision	NOUN
easat-8468	27	26	[	[	X
easat-8468	27	27	6	6	NUM
easat-8468	27	28	]	]	PUNCT
easat-8468	27	29	.	.	PUNCT
easat-8468	28	1	the	the	DET
easat-8468	28	2	implications	implication	NOUN
easat-8468	28	3	of	of	ADP
easat-8468	28	4	such	such	ADJ
easat-8468	28	5	documentation	documentation	NOUN
easat-8468	28	6	errors	error	NOUN
easat-8468	28	7	are	be	AUX
easat-8468	28	8	profound	profound	ADJ
easat-8468	28	9	,	,	PUNCT
easat-8468	28	10	often	often	ADV
easat-8468	28	11	leading	lead	VERB
easat-8468	28	12	to	to	ADP
easat-8468	28	13	conflicts	conflict	NOUN
easat-8468	28	14	in	in	ADP
easat-8468	28	15	clinical	clinical	ADJ
easat-8468	28	16	management	management	NOUN
easat-8468	28	17	and	and	CCONJ
easat-8468	28	18	hindering	hinder	VERB
easat-8468	28	19	quality	quality	NOUN
easat-8468	28	20	improvement	improvement	NOUN
easat-8468	28	21	initiatives	initiative	NOUN
easat-8468	28	22	focused	focus	VERB
easat-8468	28	23	on	on	ADP
easat-8468	28	24	patient	patient	ADJ
easat-8468	28	25	safety	safety	NOUN
easat-8468	28	26	[	[	X
easat-8468	28	27	7	7	NUM
easat-8468	28	28	]	]	PUNCT
easat-8468	28	29	.	.	PUNCT
easat-8468	29	1	the	the	DET
easat-8468	29	2	ramifications	ramification	NOUN
easat-8468	29	3	of	of	ADP
easat-8468	29	4	inaccurate	inaccurate	ADJ
easat-8468	29	5	diagnostic	diagnostic	ADJ
easat-8468	29	6	codes	code	NOUN
easat-8468	29	7	are	be	AUX
easat-8468	29	8	manifold	manifold	ADJ
easat-8468	29	9	in	in	ADP
easat-8468	29	10	terms	term	NOUN
easat-8468	29	11	of	of	ADP
easat-8468	29	12	healthcare	healthcare	PROPN
easat-8468	29	13	quality	quality	NOUN
easat-8468	29	14	,	,	PUNCT
easat-8468	29	15	cost	cost	NOUN
easat-8468	29	16	implications	implication	NOUN
easat-8468	29	17	,	,	PUNCT
easat-8468	29	18	and	and	CCONJ
easat-8468	29	19	patient	patient	ADJ
easat-8468	29	20	safety	safety	NOUN
easat-8468	29	21	.	.	PUNCT
easat-8468	30	1	erroneous	erroneous	ADJ
easat-8468	30	2	coding	coding	NOUN
easat-8468	30	3	can	can	AUX
easat-8468	30	4	dramatically	dramatically	ADV
easat-8468	30	5	inflate	inflate	VERB
easat-8468	30	6	healthcare	healthcare	NOUN
easat-8468	30	7	costs	cost	NOUN
easat-8468	30	8	due	due	ADJ
easat-8468	30	9	to	to	ADP
easat-8468	30	10	unnecessary	unnecessary	ADJ
easat-8468	30	11	procedures	procedure	NOUN
easat-8468	30	12	or	or	CCONJ
easat-8468	30	13	interventions	intervention	NOUN
easat-8468	30	14	triggered	trigger	VERB
easat-8468	30	15	by	by	ADP
easat-8468	30	16	misdiagnosed	misdiagnose	VERB
easat-8468	30	17	patient	patient	ADJ
easat-8468	30	18	conditions	condition	NOUN
easat-8468	30	19	[	[	X
easat-8468	30	20	2	2	NUM
easat-8468	30	21	]	]	PUNCT
easat-8468	30	22	.	.	PUNCT
easat-8468	31	1	additionally	additionally	ADV
easat-8468	31	2	,	,	PUNCT
easat-8468	31	3	it	it	PRON
easat-8468	31	4	poses	pose	VERB
easat-8468	31	5	a	a	DET
easat-8468	31	6	threat	threat	NOUN
easat-8468	31	7	to	to	PART
easat-8468	31	8	patient	patient	VERB
easat-8468	31	9	safety	safety	NOUN
easat-8468	31	10	by	by	ADP
easat-8468	31	11	potentially	potentially	ADV
easat-8468	31	12	leading	lead	VERB
easat-8468	31	13	to	to	ADP
easat-8468	31	14	inappropriate	inappropriate	ADJ
easat-8468	31	15	treatment	treatment	NOUN
easat-8468	31	16	or	or	CCONJ
easat-8468	31	17	failure	failure	NOUN
easat-8468	31	18	to	to	PART
easat-8468	31	19	deliver	deliver	VERB
easat-8468	31	20	the	the	DET
easat-8468	31	21	correct	correct	ADJ
easat-8468	31	22	interventions	intervention	NOUN
easat-8468	31	23	warranted	warrant	VERB
easat-8468	31	24	by	by	ADP
easat-8468	31	25	the	the	DET
easat-8468	31	26	true	true	ADJ
easat-8468	31	27	nature	nature	NOUN
easat-8468	31	28	of	of	ADP
easat-8468	31	29	the	the	DET
easat-8468	31	30	patient	patient	NOUN
easat-8468	31	31	's	's	PART
easat-8468	31	32	condition[7	condition[7	NOUN
easat-8468	31	33	]	]	PUNCT
easat-8468	31	34	.	.	PUNCT
easat-8468	32	1	this	this	PRON
easat-8468	32	2	undermines	undermine	VERB
easat-8468	32	3	trust	trust	NOUN
easat-8468	32	4	in	in	ADP
easat-8468	32	5	healthcare	healthcare	NOUN
easat-8468	32	6	systems	system	NOUN
easat-8468	32	7	and	and	CCONJ
easat-8468	32	8	brings	bring	VERB
easat-8468	32	9	forth	forth	ADP
easat-8468	32	10	ethical	ethical	ADJ
easat-8468	32	11	implications	implication	NOUN
easat-8468	32	12	surrounding	surround	VERB
easat-8468	32	13	patient	patient	NOUN
easat-8468	32	14	care	care	NOUN
easat-8468	32	15	standards	standard	NOUN
easat-8468	32	16	[	[	X
easat-8468	32	17	8	8	NUM
easat-8468	32	18	]	]	PUNCT
easat-8468	32	19	.	.	PUNCT
easat-8468	33	1	to	to	PART
easat-8468	33	2	enhance	enhance	VERB
easat-8468	33	3	the	the	DET
easat-8468	33	4	accuracy	accuracy	NOUN
easat-8468	33	5	of	of	ADP
easat-8468	33	6	coding	coding	NOUN
easat-8468	33	7	,	,	PUNCT
easat-8468	33	8	healthcare	healthcare	NOUN
easat-8468	33	9	systems	system	NOUN
easat-8468	33	10	globally	globally	ADV
easat-8468	33	11	must	must	AUX
easat-8468	33	12	prioritize	prioritize	VERB
easat-8468	33	13	education	education	NOUN
easat-8468	33	14	and	and	CCONJ
easat-8468	33	15	training	training	NOUN
easat-8468	33	16	for	for	ADP
easat-8468	33	17	medical	medical	ADJ
easat-8468	33	18	professionals	professional	NOUN
easat-8468	33	19	on	on	ADP
easat-8468	33	20	the	the	DET
easat-8468	33	21	importance	importance	NOUN
easat-8468	33	22	of	of	ADP
easat-8468	33	23	precise	precise	ADJ
easat-8468	33	24	documentation	documentation	NOUN
easat-8468	33	25	.	.	PUNCT
easat-8468	34	1	furthermore	furthermore	ADV
easat-8468	34	2	,	,	PUNCT
easat-8468	34	3	integrating	integrate	VERB
easat-8468	34	4	technology	technology	NOUN
easat-8468	34	5	with	with	ADP
easat-8468	34	6	structured	structured	ADJ
easat-8468	34	7	protocols	protocol	NOUN
easat-8468	34	8	can	can	AUX
easat-8468	34	9	serve	serve	VERB
easat-8468	34	10	as	as	ADP
easat-8468	34	11	an	an	DET
easat-8468	34	12	effective	effective	ADJ
easat-8468	34	13	strategy	strategy	NOUN
easat-8468	34	14	to	to	PART
easat-8468	34	15	minimize	minimize	VERB
easat-8468	34	16	diagnostic	diagnostic	ADJ
easat-8468	34	17	errors	error	NOUN
easat-8468	34	18	[	[	X
easat-8468	34	19	9	9	NUM
easat-8468	34	20	]	]	PUNCT
easat-8468	34	21	.	.	PUNCT
easat-8468	35	1	by	by	ADP
easat-8468	35	2	emphasizing	emphasize	VERB
easat-8468	35	3	these	these	DET
easat-8468	35	4	elements	element	NOUN
easat-8468	35	5	within	within	ADP
easat-8468	35	6	clinical	clinical	ADJ
easat-8468	35	7	practice	practice	NOUN
easat-8468	35	8	,	,	PUNCT
easat-8468	35	9	healthcare	healthcare	NOUN
easat-8468	35	10	providers	provider	NOUN
easat-8468	35	11	can	can	AUX
easat-8468	35	12	improve	improve	VERB
easat-8468	35	13	the	the	DET
easat-8468	35	14	quality	quality	NOUN
easat-8468	35	15	of	of	ADP
easat-8468	35	16	care	care	NOUN
easat-8468	35	17	delivered	deliver	VERB
easat-8468	35	18	to	to	ADP
easat-8468	35	19	patients	patient	NOUN
easat-8468	35	20	and	and	CCONJ
easat-8468	35	21	ensure	ensure	VERB
easat-8468	35	22	a	a	DET
easat-8468	35	23	more	more	ADV
easat-8468	35	24	equitable	equitable	ADJ
easat-8468	35	25	distribution	distribution	NOUN
easat-8468	35	26	of	of	ADP
easat-8468	35	27	healthcare	healthcare	NOUN
easat-8468	35	28	resources	resource	NOUN
easat-8468	35	29	across	across	ADP
easat-8468	35	30	systems	system	NOUN
easat-8468	35	31	and	and	CCONJ
easat-8468	35	32	nations	nation	NOUN
easat-8468	35	33	[	[	X
easat-8468	35	34	10	10	NUM
easat-8468	35	35	]	]	PUNCT
easat-8468	35	36	.	.	PUNCT
easat-8468	36	1	this	this	DET
easat-8468	36	2	study	study	NOUN
easat-8468	36	3	focuses	focus	VERB
easat-8468	36	4	on	on	ADP
easat-8468	36	5	the	the	DET
easat-8468	36	6	importance	importance	NOUN
easat-8468	36	7	of	of	ADP
easat-8468	36	8	accurate	accurate	ADJ
easat-8468	36	9	diagnosis	diagnosis	NOUN
easat-8468	36	10	coding	code	VERB
easat-8468	36	11	in	in	ADP
easat-8468	36	12	the	the	DET
easat-8468	36	13	health	health	NOUN
easat-8468	36	14	system	system	NOUN
easat-8468	36	15	,	,	PUNCT
easat-8468	36	16	which	which	PRON
easat-8468	36	17	not	not	PART
easat-8468	36	18	only	only	ADV
easat-8468	36	19	affects	affect	VERB
easat-8468	36	20	the	the	DET
easat-8468	36	21	quality	quality	NOUN
easat-8468	36	22	of	of	ADP
easat-8468	36	23	medical	medical	ADJ
easat-8468	36	24	services	service	NOUN
easat-8468	36	25	but	but	CCONJ
easat-8468	36	26	also	also	ADV
easat-8468	36	27	plays	play	VERB
easat-8468	36	28	a	a	DET
easat-8468	36	29	role	role	NOUN
easat-8468	36	30	in	in	ADP
easat-8468	36	31	cost	cost	NOUN
easat-8468	36	32	management	management	NOUN
easat-8468	36	33	and	and	CCONJ
easat-8468	36	34	resource	resource	NOUN
easat-8468	36	35	allocation	allocation	NOUN
easat-8468	36	36	.	.	PUNCT
easat-8468	37	1	clear	clear	ADJ
easat-8468	37	2	and	and	CCONJ
easat-8468	37	3	specific	specific	ADJ
easat-8468	37	4	medical	medical	ADJ
easat-8468	37	5	documentation	documentation	NOUN
easat-8468	37	6	,	,	PUNCT
easat-8468	37	7	especially	especially	ADV
easat-8468	37	8	in	in	ADP
easat-8468	37	9	writing	write	VERB
easat-8468	37	10	ckd	ckd	PROPN
easat-8468	37	11	diagnoses	diagnosis	NOUN
easat-8468	37	12	,	,	PUNCT
easat-8468	37	13	is	be	AUX
easat-8468	37	14	essential	essential	ADJ
easat-8468	37	15	to	to	PART
easat-8468	37	16	ensure	ensure	VERB
easat-8468	37	17	that	that	SCONJ
easat-8468	37	18	the	the	DET
easat-8468	37	19	diagnosis	diagnosis	NOUN
easat-8468	37	20	codes	code	NOUN
easat-8468	37	21	used	use	VERB
easat-8468	37	22	are	be	AUX
easat-8468	37	23	in	in	ADP
easat-8468	37	24	accordance	accordance	NOUN
easat-8468	37	25	with	with	ADP
easat-8468	37	26	the	the	DET
easat-8468	37	27	icd-10	icd-10	DET
easat-8468	37	28	guidelines	guideline	NOUN
easat-8468	37	29	.	.	PUNCT
easat-8468	38	1	inaccuracy	inaccuracy	NOUN
easat-8468	38	2	in	in	ADP
easat-8468	38	3	coding	code	VERB
easat-8468	38	4	can	can	AUX
easat-8468	38	5	lead	lead	VERB
easat-8468	38	6	to	to	ADP
easat-8468	38	7	errors	error	NOUN
easat-8468	38	8	in	in	ADP
easat-8468	38	9	patient	patient	ADJ
easat-8468	38	10	management	management	NOUN
easat-8468	38	11	and	and	CCONJ
easat-8468	38	12	inappropriate	inappropriate	VERB
easat-8468	38	13	clinical	clinical	ADJ
easat-8468	38	14	decision	decision	NOUN
easat-8468	38	15	making	making	NOUN
easat-8468	38	16	.	.	PUNCT
easat-8468	39	1	therefore	therefore	ADV
easat-8468	39	2	,	,	PUNCT
easat-8468	39	3	this	this	DET
easat-8468	39	4	study	study	NOUN
easat-8468	39	5	aims	aim	VERB
easat-8468	39	6	to	to	PART
easat-8468	39	7	analyze	analyze	VERB
easat-8468	39	8	the	the	DET
easat-8468	39	9	relationship	relationship	NOUN
easat-8468	39	10	between	between	ADP
easat-8468	39	11	the	the	DET
easat-8468	39	12	specificity	specificity	NOUN
easat-8468	39	13	of	of	ADP
easat-8468	39	14	physicians	physician	NOUN
easat-8468	39	15	'	'	PART
easat-8468	39	16	diagnosis	diagnosis	NOUN
easat-8468	39	17	writing	writing	NOUN
easat-8468	39	18	and	and	CCONJ
easat-8468	39	19	the	the	DET
easat-8468	39	20	accuracy	accuracy	NOUN
easat-8468	39	21	of	of	ADP
easat-8468	39	22	ckd	ckd	PROPN
easat-8468	39	23	diagnosis	diagnosis	NOUN
easat-8468	39	24	codes	code	NOUN
easat-8468	39	25	based	base	VERB
easat-8468	39	26	on	on	ADP
easat-8468	39	27	icd-10	icd-10	PROPN
easat-8468	39	28	,	,	PUNCT
easat-8468	39	29	with	with	ADP
easat-8468	39	30	the	the	DET
easat-8468	39	31	hope	hope	NOUN
easat-8468	39	32	of	of	ADP
easat-8468	39	33	improving	improve	VERB
easat-8468	39	34	the	the	DET
easat-8468	39	35	quality	quality	NOUN
easat-8468	39	36	of	of	ADP
easat-8468	39	37	medical	medical	ADJ
easat-8468	39	38	documentation	documentation	NOUN
easat-8468	39	39	and	and	CCONJ
easat-8468	39	40	more	more	ADV
easat-8468	39	41	accurate	accurate	ADJ
easat-8468	39	42	coding	coding	NOUN
easat-8468	39	43	in	in	ADP
easat-8468	39	44	clinical	clinical	ADJ
easat-8468	39	45	practice	practice	NOUN
easat-8468	39	46	.	.	PUNCT
easat-8468	40	1	2	2	X
easat-8468	40	2	.	.	X
easat-8468	40	3	literature	literature	NOUN
easat-8468	40	4	review	review	VERB
easat-8468	40	5	2.1	2.1	NUM
easat-8468	40	6	.	.	PUNCT
easat-8468	41	1	coding	code	VERB
easat-8468	41	2	of	of	ADP
easat-8468	41	3	diagnosis	diagnosis	NOUN
easat-8468	41	4	in	in	ADP
easat-8468	41	5	healthcare	healthcare	NOUN
easat-8468	41	6	diagnosis	diagnosis	NOUN
easat-8468	41	7	coding	coding	NOUN
easat-8468	41	8	based	base	VERB
easat-8468	41	9	on	on	ADP
easat-8468	41	10	the	the	DET
easat-8468	41	11	international	international	ADJ
easat-8468	41	12	classification	classification	NOUN
easat-8468	41	13	of	of	ADP
easat-8468	41	14	diseases	disease	NOUN
easat-8468	41	15	,	,	PUNCT
easat-8468	41	16	tenth	tenth	ADJ
easat-8468	41	17	revision	revision	NOUN
easat-8468	41	18	(	(	PUNCT
easat-8468	41	19	icd-10	icd-10	NOUN
easat-8468	41	20	)	)	PUNCT
easat-8468	41	21	,	,	PUNCT
easat-8468	41	22	is	be	AUX
easat-8468	41	23	crucial	crucial	ADJ
easat-8468	41	24	for	for	ADP
easat-8468	41	25	health	health	NOUN
easat-8468	41	26	information	information	NOUN
easat-8468	41	27	management	management	NOUN
easat-8468	41	28	,	,	PUNCT
easat-8468	41	29	as	as	SCONJ
easat-8468	41	30	it	it	PRON
easat-8468	41	31	provides	provide	VERB
easat-8468	41	32	a	a	DET
easat-8468	41	33	standardized	standardized	ADJ
easat-8468	41	34	framework	framework	NOUN
easat-8468	41	35	for	for	ADP
easat-8468	41	36	classifying	classify	VERB
easat-8468	41	37	and	and	CCONJ
easat-8468	41	38	managing	manage	VERB
easat-8468	41	39	health	health	NOUN
easat-8468	41	40	conditions	condition	NOUN
easat-8468	41	41	accurately	accurately	ADV
easat-8468	41	42	.	.	PUNCT
easat-8468	42	1	this	this	DET
easat-8468	42	2	coding	code	VERB
easat-8468	42	3	system	system	NOUN
easat-8468	42	4	is	be	AUX
easat-8468	42	5	essential	essential	ADJ
easat-8468	42	6	for	for	ADP
easat-8468	42	7	communication	communication	NOUN
easat-8468	42	8	across	across	ADP
easat-8468	42	9	various	various	ADJ
easat-8468	42	10	healthcare	healthcare	NOUN
easat-8468	42	11	settings	setting	NOUN
easat-8468	42	12	,	,	PUNCT
easat-8468	42	13	supporting	support	VERB
easat-8468	42	14	accurate	accurate	ADJ
easat-8468	42	15	billing	billing	NOUN
easat-8468	42	16	,	,	PUNCT
easat-8468	42	17	public	public	ADJ
easat-8468	42	18	health	health	NOUN
easat-8468	42	19	monitoring	monitoring	NOUN
easat-8468	42	20	,	,	PUNCT
easat-8468	42	21	and	and	CCONJ
easat-8468	42	22	research	research	NOUN
easat-8468	42	23	[	[	X
easat-8468	42	24	11	11	NUM
easat-8468	42	25	]	]	PUNCT
easat-8468	42	26	.	.	PUNCT
easat-8468	43	1	accurate	accurate	ADJ
easat-8468	43	2	diagnostic	diagnostic	ADJ
easat-8468	43	3	coding	coding	NOUN
easat-8468	43	4	plays	play	VERB
easat-8468	43	5	a	a	DET
easat-8468	43	6	vital	vital	ADJ
easat-8468	43	7	role	role	NOUN
easat-8468	43	8	in	in	ADP
easat-8468	43	9	clinical	clinical	ADJ
easat-8468	43	10	and	and	CCONJ
easat-8468	43	11	administrative	administrative	ADJ
easat-8468	43	12	decision	decision	NOUN
easat-8468	43	13	-	-	PUNCT
easat-8468	43	14	making	making	NOUN
easat-8468	43	15	by	by	ADP
easat-8468	43	16	influencing	influence	VERB
easat-8468	43	17	patient	patient	ADJ
easat-8468	43	18	care	care	NOUN
easat-8468	43	19	,	,	PUNCT
easat-8468	43	20	resource	resource	NOUN
easat-8468	43	21	allocation	allocation	NOUN
easat-8468	43	22	,	,	PUNCT
easat-8468	43	23	and	and	CCONJ
easat-8468	43	24	health	health	NOUN
easat-8468	43	25	policy	policy	NOUN
easat-8468	43	26	development	development	NOUN
easat-8468	43	27	[	[	X
easat-8468	43	28	12	12	NUM
easat-8468	43	29	]	]	PUNCT
easat-8468	43	30	.	.	PUNCT
easat-8468	44	1	it	it	PRON
easat-8468	44	2	also	also	ADV
easat-8468	44	3	impacts	impact	VERB
easat-8468	44	4	epidemiological	epidemiological	ADJ
easat-8468	44	5	studies	study	NOUN
easat-8468	44	6	and	and	CCONJ
easat-8468	44	7	public	public	ADJ
easat-8468	44	8	health	health	NOUN
easat-8468	44	9	initiatives	initiative	NOUN
easat-8468	44	10	,	,	PUNCT
easat-8468	44	11	such	such	ADJ
easat-8468	44	12	as	as	ADP
easat-8468	44	13	those	those	PRON
easat-8468	44	14	aimed	aim	VERB
easat-8468	44	15	at	at	ADP
easat-8468	44	16	ckd	ckd	PROPN
easat-8468	44	17	prevention	prevention	NOUN
easat-8468	44	18	and	and	CCONJ
easat-8468	44	19	management	management	NOUN
easat-8468	44	20	[	[	X
easat-8468	44	21	13	13	NUM
easat-8468	44	22	]	]	PUNCT
easat-8468	44	23	.	.	PUNCT
easat-8468	45	1	furthermore	furthermore	ADV
easat-8468	45	2	,	,	PUNCT
easat-8468	45	3	healthcare	healthcare	NOUN
easat-8468	45	4	managers	manager	NOUN
easat-8468	45	5	rely	rely	VERB
easat-8468	45	6	on	on	ADP
easat-8468	45	7	coded	code	VERB
easat-8468	45	8	data	datum	NOUN
easat-8468	45	9	for	for	ADP
easat-8468	45	10	evaluating	evaluate	VERB
easat-8468	45	11	clinical	clinical	ADJ
easat-8468	45	12	performance	performance	NOUN
easat-8468	45	13	and	and	CCONJ
easat-8468	45	14	resource	resource	NOUN
easat-8468	45	15	utilization	utilization	NOUN
easat-8468	45	16	,	,	PUNCT
easat-8468	45	17	enhancing	enhance	VERB
easat-8468	45	18	operational	operational	ADJ
easat-8468	45	19	efficiency	efficiency	NOUN
easat-8468	45	20	,	,	PUNCT
easat-8468	45	21	and	and	CCONJ
easat-8468	45	22	ensuring	ensure	VERB
easat-8468	45	23	that	that	SCONJ
easat-8468	45	24	clinical	clinical	ADJ
easat-8468	45	25	guidelines	guideline	NOUN
easat-8468	45	26	and	and	CCONJ
easat-8468	45	27	treatment	treatment	NOUN
easat-8468	45	28	pathways	pathway	NOUN
easat-8468	45	29	lead	lead	VERB
easat-8468	45	30	to	to	ADP
easat-8468	45	31	better	well	ADJ
easat-8468	45	32	patient	patient	ADJ
easat-8468	45	33	outcomes	outcome	NOUN
easat-8468	45	34	[	[	X
easat-8468	45	35	14	14	NUM
easat-8468	45	36	]	]	PUNCT
easat-8468	45	37	.	.	PUNCT
easat-8468	46	1	however	however	ADV
easat-8468	46	2	,	,	PUNCT
easat-8468	46	3	despite	despite	SCONJ
easat-8468	46	4	its	its	PRON
easat-8468	46	5	critical	critical	ADJ
easat-8468	46	6	function	function	NOUN
easat-8468	46	7	,	,	PUNCT
easat-8468	46	8	diagnosis	diagnosis	NOUN
easat-8468	46	9	coding	coding	NOUN
easat-8468	46	10	is	be	AUX
easat-8468	46	11	fraught	fraught	ADJ
easat-8468	46	12	with	with	ADP
easat-8468	46	13	challenges	challenge	NOUN
easat-8468	46	14	that	that	PRON
easat-8468	46	15	can	can	AUX
easat-8468	46	16	compromise	compromise	VERB
easat-8468	46	17	its	its	PRON
easat-8468	46	18	effectiveness	effectiveness	NOUN
easat-8468	46	19	.	.	PUNCT
easat-8468	47	1	common	common	ADJ
easat-8468	47	2	issues	issue	NOUN
easat-8468	47	3	include	include	VERB
easat-8468	47	4	coder	coder	NOUN
easat-8468	47	5	errors	error	NOUN
easat-8468	47	6	,	,	PUNCT
easat-8468	47	7	incomplete	incomplete	ADJ
easat-8468	47	8	documentation	documentation	NOUN
easat-8468	47	9	,	,	PUNCT
easat-8468	47	10	and	and	CCONJ
easat-8468	47	11	a	a	DET
easat-8468	47	12	lack	lack	NOUN
easat-8468	47	13	of	of	ADP
easat-8468	47	14	adequate	adequate	ADJ
easat-8468	47	15	training	training	NOUN
easat-8468	47	16	among	among	ADP
easat-8468	47	17	coding	code	VERB
easat-8468	47	18	professionals	professional	NOUN
easat-8468	47	19	[	[	X
easat-8468	47	20	12	12	NUM
easat-8468	47	21	]	]	PUNCT
easat-8468	47	22	.	.	PUNCT
easat-8468	48	1	for	for	ADP
easat-8468	48	2	instance	instance	NOUN
easat-8468	48	3	,	,	PUNCT
easat-8468	48	4	a	a	DET
easat-8468	48	5	study	study	NOUN
easat-8468	48	6	of	of	ADP
easat-8468	48	7	obstetric	obstetric	ADJ
easat-8468	48	8	cases	case	NOUN
easat-8468	48	9	revealed	reveal	VERB
easat-8468	48	10	that	that	SCONJ
easat-8468	48	11	while	while	SCONJ
easat-8468	48	12	68	68	NUM
easat-8468	48	13	%	%	NOUN
easat-8468	48	14	of	of	ADP
easat-8468	48	15	diagnoses	diagnosis	NOUN
easat-8468	48	16	were	be	AUX
easat-8468	48	17	coded	code	VERB
easat-8468	48	18	accurately	accurately	ADV
easat-8468	48	19	,	,	PUNCT
easat-8468	48	20	a	a	DET
easat-8468	48	21	significant	significant	ADJ
easat-8468	48	22	percentage	percentage	NOUN
easat-8468	48	23	showed	show	VERB
easat-8468	48	24	inaccuracies	inaccuracy	NOUN
easat-8468	48	25	stemming	stem	VERB
easat-8468	48	26	from	from	ADP
easat-8468	48	27	poor	poor	ADJ
easat-8468	48	28	documentation	documentation	NOUN
easat-8468	48	29	practices	practice	NOUN
easat-8468	48	30	[	[	X
easat-8468	48	31	15	15	NUM
easat-8468	48	32	]	]	PUNCT
easat-8468	48	33	.	.	PUNCT
easat-8468	49	1	moreover	moreover	ADV
easat-8468	49	2	,	,	PUNCT
easat-8468	49	3	insufficient	insufficient	ADJ
easat-8468	49	4	training	training	NOUN
easat-8468	49	5	can	can	AUX
easat-8468	49	6	lead	lead	VERB
easat-8468	49	7	to	to	ADP
easat-8468	49	8	misunderstandings	misunderstanding	NOUN
easat-8468	49	9	of	of	ADP
easat-8468	49	10	coding	code	VERB
easat-8468	49	11	guidelines	guideline	NOUN
easat-8468	49	12	and	and	CCONJ
easat-8468	49	13	nuances	nuance	NOUN
easat-8468	49	14	in	in	ADP
easat-8468	49	15	documentation	documentation	NOUN
easat-8468	49	16	,	,	PUNCT
easat-8468	49	17	resulting	result	VERB
easat-8468	49	18	in	in	ADP
easat-8468	49	19	misclassification	misclassification	NOUN
easat-8468	49	20	of	of	ADP
easat-8468	49	21	health	health	NOUN
easat-8468	49	22	conditions	condition	NOUN
easat-8468	49	23	[	[	X
easat-8468	49	24	11	11	NUM
easat-8468	49	25	]	]	PUNCT
easat-8468	49	26	.	.	PUNCT
easat-8468	50	1	this	this	PRON
easat-8468	50	2	is	be	AUX
easat-8468	50	3	particularly	particularly	ADV
easat-8468	50	4	pronounced	pronounce	VERB
easat-8468	50	5	in	in	ADP
easat-8468	50	6	complex	complex	ADJ
easat-8468	50	7	cases	case	NOUN
easat-8468	50	8	where	where	SCONJ
easat-8468	50	9	specificity	specificity	NOUN
easat-8468	50	10	in	in	ADP
easat-8468	50	11	diagnosis	diagnosis	NOUN
easat-8468	50	12	writing	writing	NOUN
easat-8468	50	13	is	be	AUX
easat-8468	50	14	crucial	crucial	ADJ
easat-8468	50	15	for	for	ADP
easat-8468	50	16	accurate	accurate	ADJ
easat-8468	50	17	coding	coding	NOUN
easat-8468	50	18	,	,	PUNCT
easat-8468	50	19	such	such	ADJ
easat-8468	50	20	coding	code	VERB
easat-8468	50	21	inaccuracies	inaccuracy	NOUN
easat-8468	50	22	not	not	PART
easat-8468	50	23	only	only	ADV
easat-8468	50	24	2733	2733	NUM
easat-8468	50	25	edelweiss	edelweiss	PROPN
easat-8468	50	26	applied	apply	VERB
easat-8468	50	27	science	science	NOUN
easat-8468	50	28	and	and	CCONJ
easat-8468	50	29	technology	technology	NOUN
easat-8468	50	30	issn	issn	PROPN
easat-8468	50	31	:	:	PUNCT
easat-8468	50	32	2576	2576	NUM
easat-8468	50	33	-	-	SYM
easat-8468	50	34	8484	8484	NUM
easat-8468	50	35	vol	vol	NOUN
easat-8468	50	36	.	.	PROPN
easat-8468	51	1	9	9	NUM
easat-8468	51	2	,	,	PUNCT
easat-8468	51	3	no	no	INTJ
easat-8468	51	4	.	.	NOUN
easat-8468	52	1	6	6	NUM
easat-8468	52	2	:	:	SYM
easat-8468	52	3	2731	2731	NUM
easat-8468	52	4	-	-	SYM
easat-8468	52	5	2742	2742	NUM
easat-8468	52	6	,	,	PUNCT
easat-8468	52	7	2025	2025	NUM
easat-8468	52	8	doi	doi	NOUN
easat-8468	52	9	:	:	PUNCT
easat-8468	52	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	52	11	©	©	PROPN
easat-8468	52	12	2025	2025	NUM
easat-8468	52	13	by	by	ADP
easat-8468	52	14	the	the	DET
easat-8468	52	15	authors	author	NOUN
easat-8468	52	16	;	;	PUNCT
easat-8468	52	17	licensee	licensee	PROPN
easat-8468	52	18	learning	learn	VERB
easat-8468	52	19	gate	gate	NOUN
easat-8468	52	20	undermine	undermine	VERB
easat-8468	52	21	the	the	DET
easat-8468	52	22	quality	quality	NOUN
easat-8468	52	23	of	of	ADP
easat-8468	52	24	healthcare	healthcare	NOUN
easat-8468	52	25	data	datum	NOUN
easat-8468	52	26	but	but	CCONJ
easat-8468	52	27	also	also	ADV
easat-8468	52	28	adversely	adversely	ADV
easat-8468	52	29	impact	impact	VERB
easat-8468	52	30	secondary	secondary	ADJ
easat-8468	52	31	applications	application	NOUN
easat-8468	52	32	like	like	ADP
easat-8468	52	33	resource	resource	NOUN
easat-8468	52	34	allocation	allocation	NOUN
easat-8468	52	35	and	and	CCONJ
easat-8468	52	36	clinical	clinical	ADJ
easat-8468	52	37	decision	decision	NOUN
easat-8468	52	38	-	-	PUNCT
easat-8468	52	39	making	making	NOUN
easat-8468	52	40	[	[	X
easat-8468	52	41	12	12	NUM
easat-8468	52	42	]	]	PUNCT
easat-8468	52	43	.	.	PUNCT
easat-8468	53	1	addressing	address	VERB
easat-8468	53	2	these	these	DET
easat-8468	53	3	challenges	challenge	NOUN
easat-8468	53	4	requires	require	VERB
easat-8468	53	5	comprehensive	comprehensive	ADJ
easat-8468	53	6	training	training	NOUN
easat-8468	53	7	programs	program	NOUN
easat-8468	53	8	tailored	tailor	VERB
easat-8468	53	9	to	to	PART
easat-8468	53	10	enhance	enhance	VERB
easat-8468	53	11	coding	code	VERB
easat-8468	53	12	practices	practice	NOUN
easat-8468	53	13	and	and	CCONJ
easat-8468	53	14	improve	improve	VERB
easat-8468	53	15	documentation	documentation	NOUN
easat-8468	53	16	quality	quality	NOUN
easat-8468	53	17	.	.	PUNCT
easat-8468	54	1	in	in	ADP
easat-8468	54	2	tandem	tandem	PROPN
easat-8468	54	3	,	,	PUNCT
easat-8468	54	4	healthcare	healthcare	NOUN
easat-8468	54	5	organizations	organization	NOUN
easat-8468	54	6	must	must	AUX
easat-8468	54	7	invest	invest	VERB
easat-8468	54	8	in	in	ADP
easat-8468	54	9	systems	system	NOUN
easat-8468	54	10	and	and	CCONJ
easat-8468	54	11	technologies	technology	NOUN
easat-8468	54	12	that	that	PRON
easat-8468	54	13	automate	automate	ADJ
easat-8468	54	14	coding	coding	NOUN
easat-8468	54	15	processes	process	NOUN
easat-8468	54	16	,	,	PUNCT
easat-8468	54	17	thereby	thereby	ADV
easat-8468	54	18	reducing	reduce	VERB
easat-8468	54	19	manual	manual	ADJ
easat-8468	54	20	errors	error	NOUN
easat-8468	54	21	and	and	CCONJ
easat-8468	54	22	increasing	increase	VERB
easat-8468	54	23	overall	overall	ADJ
easat-8468	54	24	efficiency	efficiency	NOUN
easat-8468	54	25	[	[	X
easat-8468	54	26	12	12	NUM
easat-8468	54	27	]	]	PUNCT
easat-8468	54	28	.	.	PUNCT
easat-8468	55	1	moreover	moreover	ADV
easat-8468	55	2	,	,	PUNCT
easat-8468	55	3	cultivating	cultivate	VERB
easat-8468	55	4	a	a	DET
easat-8468	55	5	culture	culture	NOUN
easat-8468	55	6	of	of	ADP
easat-8468	55	7	accuracy	accuracy	NOUN
easat-8468	55	8	and	and	CCONJ
easat-8468	55	9	accountability	accountability	NOUN
easat-8468	55	10	in	in	ADP
easat-8468	55	11	documentation	documentation	NOUN
easat-8468	55	12	is	be	AUX
easat-8468	55	13	crucial	crucial	ADJ
easat-8468	55	14	for	for	ADP
easat-8468	55	15	driving	drive	VERB
easat-8468	55	16	effective	effective	ADJ
easat-8468	55	17	health	health	NOUN
easat-8468	55	18	information	information	NOUN
easat-8468	55	19	management	management	NOUN
easat-8468	55	20	.	.	PUNCT
easat-8468	56	1	with	with	ADP
easat-8468	56	2	these	these	DET
easat-8468	56	3	strategies	strategy	NOUN
easat-8468	56	4	in	in	ADP
easat-8468	56	5	place	place	NOUN
easat-8468	56	6	,	,	PUNCT
easat-8468	56	7	the	the	DET
easat-8468	56	8	healthcare	healthcare	NOUN
easat-8468	56	9	system	system	NOUN
easat-8468	56	10	can	can	AUX
easat-8468	56	11	ensure	ensure	VERB
easat-8468	56	12	that	that	SCONJ
easat-8468	56	13	accurate	accurate	ADJ
easat-8468	56	14	diagnosis	diagnosis	NOUN
easat-8468	56	15	coding	coding	NOUN
easat-8468	56	16	serves	serve	VERB
easat-8468	56	17	its	its	PRON
easat-8468	56	18	intended	intended	ADJ
easat-8468	56	19	purpose	purpose	NOUN
easat-8468	56	20	of	of	ADP
easat-8468	56	21	enhancing	enhance	VERB
easat-8468	56	22	clinical	clinical	ADJ
easat-8468	56	23	and	and	CCONJ
easat-8468	56	24	administrative	administrative	ADJ
easat-8468	56	25	operations	operation	NOUN
easat-8468	56	26	,	,	PUNCT
easat-8468	56	27	ultimately	ultimately	ADV
easat-8468	56	28	leading	lead	VERB
easat-8468	56	29	to	to	ADP
easat-8468	56	30	better	well	ADJ
easat-8468	56	31	health	health	NOUN
easat-8468	56	32	outcomes	outcome	NOUN
easat-8468	56	33	.	.	PUNCT
easat-8468	57	1	2.2	2.2	NUM
easat-8468	57	2	.	.	PUNCT
easat-8468	57	3	specificity	specificity	NOUN
easat-8468	57	4	of	of	ADP
easat-8468	57	5	writing	write	VERB
easat-8468	57	6	a	a	DET
easat-8468	57	7	diagnosis	diagnosis	NOUN
easat-8468	57	8	diagnostic	diagnostic	ADJ
easat-8468	57	9	writing	writing	NOUN
easat-8468	57	10	specificity	specificity	NOUN
easat-8468	57	11	refers	refer	VERB
easat-8468	57	12	to	to	ADP
easat-8468	57	13	the	the	DET
easat-8468	57	14	precision	precision	NOUN
easat-8468	57	15	and	and	CCONJ
easat-8468	57	16	clarity	clarity	NOUN
easat-8468	57	17	with	with	ADP
easat-8468	57	18	which	which	PRON
easat-8468	57	19	clinicians	clinician	NOUN
easat-8468	57	20	articulate	articulate	VERB
easat-8468	57	21	diagnoses	diagnosis	NOUN
easat-8468	57	22	in	in	ADP
easat-8468	57	23	medical	medical	ADJ
easat-8468	57	24	records	record	NOUN
easat-8468	57	25	,	,	PUNCT
easat-8468	57	26	which	which	PRON
easat-8468	57	27	is	be	AUX
easat-8468	57	28	crucial	crucial	ADJ
easat-8468	57	29	for	for	ADP
easat-8468	57	30	accurate	accurate	ADJ
easat-8468	57	31	coding	coding	NOUN
easat-8468	57	32	under	under	ADP
easat-8468	57	33	the	the	DET
easat-8468	57	34	icd-10	icd-10	PRON
easat-8468	57	35	standards	standard	NOUN
easat-8468	57	36	.	.	PUNCT
easat-8468	58	1	specificity	specificity	NOUN
easat-8468	58	2	involves	involve	VERB
easat-8468	58	3	providing	provide	VERB
easat-8468	58	4	detailed	detailed	ADJ
easat-8468	58	5	descriptions	description	NOUN
easat-8468	58	6	of	of	ADP
easat-8468	58	7	a	a	DET
easat-8468	58	8	patient	patient	NOUN
easat-8468	58	9	's	's	PART
easat-8468	58	10	condition	condition	NOUN
easat-8468	58	11	,	,	PUNCT
easat-8468	58	12	which	which	PRON
easat-8468	58	13	is	be	AUX
easat-8468	58	14	essential	essential	ADJ
easat-8468	58	15	for	for	ADP
easat-8468	58	16	accurate	accurate	ADJ
easat-8468	58	17	coding	coding	NOUN
easat-8468	58	18	by	by	ADP
easat-8468	58	19	clinical	clinical	ADJ
easat-8468	58	20	coders	coder	NOUN
easat-8468	59	1	[	[	X
easat-8468	59	2	16	16	NUM
easat-8468	59	3	]	]	PUNCT
easat-8468	59	4	.	.	PUNCT
easat-8468	60	1	detailed	detail	VERB
easat-8468	60	2	icd-10	icd-10	DET
easat-8468	60	3	codes	code	NOUN
easat-8468	60	4	correspond	correspond	VERB
easat-8468	60	5	to	to	ADP
easat-8468	60	6	specific	specific	ADJ
easat-8468	60	7	diseases	disease	NOUN
easat-8468	60	8	,	,	PUNCT
easat-8468	60	9	injuries	injury	NOUN
easat-8468	60	10	,	,	PUNCT
easat-8468	60	11	and	and	CCONJ
easat-8468	60	12	health	health	NOUN
easat-8468	60	13	issues	issue	NOUN
easat-8468	60	14	,	,	PUNCT
easat-8468	60	15	ensuring	ensure	VERB
easat-8468	60	16	healthcare	healthcare	NOUN
easat-8468	60	17	data	datum	NOUN
easat-8468	60	18	accurately	accurately	ADV
easat-8468	60	19	reflects	reflect	VERB
easat-8468	60	20	patient	patient	ADJ
easat-8468	60	21	health	health	NOUN
easat-8468	60	22	and	and	CCONJ
easat-8468	60	23	treatment	treatment	NOUN
easat-8468	60	24	needs	need	NOUN
easat-8468	60	25	.	.	PUNCT
easat-8468	61	1	poor	poor	ADJ
easat-8468	61	2	specificity	specificity	NOUN
easat-8468	61	3	can	can	AUX
easat-8468	61	4	result	result	VERB
easat-8468	61	5	in	in	ADP
easat-8468	61	6	misclassifications	misclassification	NOUN
easat-8468	61	7	,	,	PUNCT
easat-8468	61	8	affecting	affect	VERB
easat-8468	61	9	clinical	clinical	ADJ
easat-8468	61	10	decisions	decision	NOUN
easat-8468	61	11	,	,	PUNCT
easat-8468	61	12	healthcare	healthcare	NOUN
easat-8468	61	13	policy	policy	NOUN
easat-8468	61	14	,	,	PUNCT
easat-8468	61	15	and	and	CCONJ
easat-8468	61	16	epidemiological	epidemiological	ADJ
easat-8468	61	17	research	research	NOUN
easat-8468	61	18	[	[	X
easat-8468	61	19	17	17	NUM
easat-8468	61	20	]	]	PUNCT
easat-8468	61	21	.	.	PUNCT
easat-8468	62	1	therefore	therefore	ADV
easat-8468	62	2	,	,	PUNCT
easat-8468	62	3	enhancing	enhance	VERB
easat-8468	62	4	diagnostic	diagnostic	ADJ
easat-8468	62	5	writing	writing	NOUN
easat-8468	62	6	specificity	specificity	NOUN
easat-8468	62	7	is	be	AUX
easat-8468	62	8	vital	vital	ADJ
easat-8468	62	9	for	for	ADP
easat-8468	62	10	reducing	reduce	VERB
easat-8468	62	11	icd-10	icd-10	DET
easat-8468	62	12	coding	code	VERB
easat-8468	62	13	inaccuracies	inaccuracy	NOUN
easat-8468	62	14	.	.	PUNCT
easat-8468	63	1	key	key	ADJ
easat-8468	63	2	factors	factor	NOUN
easat-8468	63	3	influencing	influence	VERB
easat-8468	63	4	specificity	specificity	NOUN
easat-8468	63	5	include	include	VERB
easat-8468	63	6	the	the	DET
easat-8468	63	7	clarity	clarity	NOUN
easat-8468	63	8	of	of	ADP
easat-8468	63	9	medical	medical	ADJ
easat-8468	63	10	terminology	terminology	NOUN
easat-8468	63	11	used	use	VERB
easat-8468	63	12	by	by	ADP
easat-8468	63	13	clinicians	clinician	NOUN
easat-8468	63	14	.	.	PUNCT
easat-8468	64	1	using	use	VERB
easat-8468	64	2	precise	precise	ADJ
easat-8468	64	3	and	and	CCONJ
easat-8468	64	4	widely	widely	ADV
easat-8468	64	5	understood	understand	VERB
easat-8468	64	6	terms	term	NOUN
easat-8468	64	7	increases	increase	VERB
easat-8468	64	8	the	the	DET
easat-8468	64	9	likelihood	likelihood	NOUN
easat-8468	64	10	of	of	ADP
easat-8468	64	11	accurate	accurate	ADJ
easat-8468	64	12	coding	coding	NOUN
easat-8468	64	13	[	[	X
easat-8468	64	14	17	17	NUM
easat-8468	64	15	]	]	PUNCT
easat-8468	64	16	.	.	PUNCT
easat-8468	65	1	additionally	additionally	ADV
easat-8468	65	2	,	,	PUNCT
easat-8468	65	3	clinicians	clinician	NOUN
easat-8468	65	4	must	must	AUX
easat-8468	65	5	receive	receive	VERB
easat-8468	65	6	adequate	adequate	ADJ
easat-8468	65	7	training	training	NOUN
easat-8468	65	8	in	in	ADP
easat-8468	65	9	coding	code	VERB
easat-8468	65	10	practices	practice	NOUN
easat-8468	65	11	to	to	PART
easat-8468	65	12	understand	understand	VERB
easat-8468	65	13	how	how	SCONJ
easat-8468	65	14	their	their	PRON
easat-8468	65	15	documentation	documentation	NOUN
easat-8468	65	16	impacts	impact	VERB
easat-8468	65	17	coding	code	VERB
easat-8468	65	18	outcomes	outcome	NOUN
easat-8468	65	19	.	.	PUNCT
easat-8468	66	1	discrepancies	discrepancy	NOUN
easat-8468	66	2	often	often	ADV
easat-8468	66	3	arise	arise	VERB
easat-8468	66	4	from	from	ADP
easat-8468	66	5	varied	varied	ADJ
easat-8468	66	6	terminologies	terminology	NOUN
easat-8468	66	7	and	and	CCONJ
easat-8468	66	8	communication	communication	NOUN
easat-8468	66	9	barriers	barrier	NOUN
easat-8468	66	10	between	between	ADP
easat-8468	66	11	physicians	physician	NOUN
easat-8468	66	12	and	and	CCONJ
easat-8468	66	13	coders	coder	NOUN
easat-8468	66	14	[	[	X
easat-8468	66	15	18	18	NUM
easat-8468	66	16	,	,	PUNCT
easat-8468	66	17	19	19	NUM
easat-8468	66	18	]	]	PUNCT
easat-8468	66	19	highlighting	highlight	VERB
easat-8468	66	20	the	the	DET
easat-8468	66	21	importance	importance	NOUN
easat-8468	66	22	of	of	ADP
easat-8468	66	23	effective	effective	ADJ
easat-8468	66	24	communication	communication	NOUN
easat-8468	66	25	to	to	PART
easat-8468	66	26	align	align	VERB
easat-8468	66	27	understanding	understanding	NOUN
easat-8468	66	28	and	and	CCONJ
easat-8468	66	29	reduce	reduce	VERB
easat-8468	66	30	miscommunication	miscommunication	NOUN
easat-8468	66	31	regarding	regard	VERB
easat-8468	66	32	a	a	DET
easat-8468	66	33	patient	patient	NOUN
easat-8468	66	34	’s	’s	PART
easat-8468	66	35	condition	condition	NOUN
easat-8468	66	36	.	.	PUNCT
easat-8468	67	1	addressing	address	VERB
easat-8468	67	2	these	these	DET
easat-8468	67	3	factors	factor	NOUN
easat-8468	67	4	can	can	AUX
easat-8468	67	5	significantly	significantly	ADV
easat-8468	67	6	improve	improve	VERB
easat-8468	67	7	diagnostic	diagnostic	ADJ
easat-8468	67	8	writing	writing	NOUN
easat-8468	67	9	clarity	clarity	NOUN
easat-8468	67	10	and	and	CCONJ
easat-8468	67	11	icd-10	icd-10	DET
easat-8468	67	12	coding	code	VERB
easat-8468	67	13	accuracy	accuracy	NOUN
easat-8468	67	14	.	.	PUNCT
easat-8468	68	1	evidence	evidence	NOUN
easat-8468	68	2	from	from	ADP
easat-8468	68	3	previous	previous	ADJ
easat-8468	68	4	studies	study	NOUN
easat-8468	68	5	underscores	underscore	VERB
easat-8468	68	6	the	the	DET
easat-8468	68	7	critical	critical	ADJ
easat-8468	68	8	impact	impact	NOUN
easat-8468	68	9	of	of	ADP
easat-8468	68	10	diagnostic	diagnostic	ADJ
easat-8468	68	11	specificity	specificity	NOUN
easat-8468	68	12	on	on	ADP
easat-8468	68	13	coding	code	VERB
easat-8468	68	14	accuracy	accuracy	NOUN
easat-8468	68	15	.	.	PUNCT
easat-8468	69	1	for	for	ADP
easat-8468	69	2	instance	instance	NOUN
easat-8468	69	3	,	,	PUNCT
easat-8468	69	4	jalal	jalal	PROPN
easat-8468	69	5	et	et	PROPN
easat-8468	69	6	al	al	PROPN
easat-8468	69	7	.	.	PROPN
easat-8468	69	8	demonstrated	demonstrate	VERB
easat-8468	69	9	that	that	SCONJ
easat-8468	69	10	improved	improve	VERB
easat-8468	69	11	specificity	specificity	NOUN
easat-8468	69	12	in	in	ADP
easat-8468	69	13	diagnosing	diagnose	VERB
easat-8468	69	14	chronic	chronic	ADJ
easat-8468	69	15	kidney	kidney	NOUN
easat-8468	69	16	disease	disease	NOUN
easat-8468	69	17	(	(	PUNCT
easat-8468	69	18	ckd	ckd	NOUN
easat-8468	69	19	)	)	PUNCT
easat-8468	69	20	correlated	correlate	VERB
easat-8468	69	21	with	with	ADP
easat-8468	69	22	enhanced	enhanced	ADJ
easat-8468	69	23	coding	coding	NOUN
easat-8468	69	24	accuracy	accuracy	NOUN
easat-8468	69	25	,	,	PUNCT
easat-8468	69	26	highlighting	highlight	VERB
easat-8468	69	27	the	the	DET
easat-8468	69	28	need	need	NOUN
easat-8468	69	29	for	for	ADP
easat-8468	69	30	precise	precise	ADJ
easat-8468	69	31	documentation	documentation	NOUN
easat-8468	69	32	in	in	ADP
easat-8468	69	33	clinical	clinical	ADJ
easat-8468	69	34	settings	setting	NOUN
easat-8468	69	35	[	[	X
easat-8468	69	36	20	20	NUM
easat-8468	69	37	]	]	PUNCT
easat-8468	69	38	.	.	PUNCT
easat-8468	70	1	furthermore	furthermore	ADV
easat-8468	70	2	,	,	PUNCT
easat-8468	70	3	studies	study	NOUN
easat-8468	70	4	indicate	indicate	VERB
easat-8468	70	5	that	that	SCONJ
easat-8468	70	6	more	more	ADV
easat-8468	70	7	explicit	explicit	ADJ
easat-8468	70	8	documentation	documentation	NOUN
easat-8468	70	9	practices	practice	NOUN
easat-8468	70	10	result	result	VERB
easat-8468	70	11	in	in	ADP
easat-8468	70	12	coding	code	VERB
easat-8468	70	13	sensitivities	sensitivity	NOUN
easat-8468	70	14	and	and	CCONJ
easat-8468	70	15	specificities	specificity	NOUN
easat-8468	70	16	that	that	PRON
easat-8468	70	17	better	well	ADV
easat-8468	70	18	reflect	reflect	VERB
easat-8468	70	19	accurate	accurate	ADJ
easat-8468	70	20	disease	disease	NOUN
easat-8468	70	21	prevalence	prevalence	NOUN
easat-8468	71	1	[	[	X
easat-8468	71	2	11	11	NUM
easat-8468	71	3	]	]	PUNCT
easat-8468	71	4	.	.	PUNCT
easat-8468	72	1	clinical	clinical	ADJ
easat-8468	72	2	audits	audits	NOUN
easat-8468	72	3	have	have	AUX
easat-8468	72	4	repeatedly	repeatedly	ADV
easat-8468	72	5	shown	show	VERB
easat-8468	72	6	that	that	SCONJ
easat-8468	72	7	incomplete	incomplete	ADJ
easat-8468	72	8	or	or	CCONJ
easat-8468	72	9	vague	vague	ADJ
easat-8468	72	10	documentation	documentation	NOUN
easat-8468	72	11	significantly	significantly	ADV
easat-8468	72	12	contributes	contribute	VERB
easat-8468	72	13	to	to	ADP
easat-8468	72	14	coding	code	VERB
easat-8468	72	15	errors	error	NOUN
easat-8468	72	16	,	,	PUNCT
easat-8468	72	17	emphasizing	emphasize	VERB
easat-8468	72	18	the	the	DET
easat-8468	72	19	direct	direct	ADJ
easat-8468	72	20	relationship	relationship	NOUN
easat-8468	72	21	between	between	ADP
easat-8468	72	22	writing	write	VERB
easat-8468	72	23	specificity	specificity	NOUN
easat-8468	72	24	and	and	CCONJ
easat-8468	72	25	diagnostic	diagnostic	ADJ
easat-8468	72	26	coding	coding	NOUN
easat-8468	72	27	[	[	X
easat-8468	72	28	18	18	NUM
easat-8468	72	29	]	]	PUNCT
easat-8468	72	30	.	.	PUNCT
easat-8468	73	1	these	these	DET
easat-8468	73	2	findings	finding	NOUN
easat-8468	73	3	reinforce	reinforce	VERB
easat-8468	73	4	the	the	DET
easat-8468	73	5	notion	notion	NOUN
easat-8468	73	6	that	that	SCONJ
easat-8468	73	7	cultivating	cultivate	VERB
easat-8468	73	8	specific	specific	ADJ
easat-8468	73	9	diagnostic	diagnostic	ADJ
easat-8468	73	10	writing	writing	NOUN
easat-8468	73	11	habits	habit	NOUN
easat-8468	73	12	can	can	AUX
easat-8468	73	13	minimize	minimize	VERB
easat-8468	73	14	common	common	ADJ
easat-8468	73	15	coding	code	VERB
easat-8468	73	16	challenges	challenge	NOUN
easat-8468	73	17	faced	face	VERB
easat-8468	73	18	in	in	ADP
easat-8468	73	19	healthcare	healthcare	NOUN
easat-8468	73	20	settings	setting	NOUN
easat-8468	73	21	.	.	PUNCT
easat-8468	74	1	in	in	ADP
easat-8468	74	2	conclusion	conclusion	NOUN
easat-8468	74	3	,	,	PUNCT
easat-8468	74	4	the	the	DET
easat-8468	74	5	specificity	specificity	NOUN
easat-8468	74	6	of	of	ADP
easat-8468	74	7	diagnostic	diagnostic	ADJ
easat-8468	74	8	writing	writing	NOUN
easat-8468	74	9	is	be	AUX
easat-8468	74	10	integral	integral	ADJ
easat-8468	74	11	to	to	ADP
easat-8468	74	12	achieving	achieve	VERB
easat-8468	74	13	accurate	accurate	ADJ
easat-8468	74	14	icd-10	icd-10	DET
easat-8468	74	15	coding	coding	NOUN
easat-8468	74	16	.	.	PUNCT
easat-8468	75	1	strong	strong	ADJ
easat-8468	75	2	relationships	relationship	NOUN
easat-8468	75	3	exist	exist	VERB
easat-8468	75	4	between	between	ADP
easat-8468	75	5	the	the	DET
easat-8468	75	6	clarity	clarity	NOUN
easat-8468	75	7	of	of	ADP
easat-8468	75	8	medical	medical	ADJ
easat-8468	75	9	terminology	terminology	NOUN
easat-8468	75	10	,	,	PUNCT
easat-8468	75	11	the	the	DET
easat-8468	75	12	quality	quality	NOUN
easat-8468	75	13	of	of	ADP
easat-8468	75	14	communication	communication	NOUN
easat-8468	75	15	between	between	ADP
easat-8468	75	16	clinicians	clinician	NOUN
easat-8468	75	17	and	and	CCONJ
easat-8468	75	18	coders	coder	NOUN
easat-8468	75	19	,	,	PUNCT
easat-8468	75	20	and	and	CCONJ
easat-8468	75	21	training	training	NOUN
easat-8468	75	22	practices	practice	NOUN
easat-8468	75	23	that	that	PRON
easat-8468	75	24	enhance	enhance	VERB
easat-8468	75	25	diagnostic	diagnostic	ADJ
easat-8468	75	26	writing	writing	NOUN
easat-8468	75	27	.	.	PUNCT
easat-8468	76	1	2.3	2.3	NUM
easat-8468	76	2	.	.	PUNCT
easat-8468	77	1	ckd	ckd	PROPN
easat-8468	77	2	diagnosis	diagnosis	PROPN
easat-8468	77	3	code	code	PROPN
easat-8468	77	4	accuracy	accuracy	NOUN
easat-8468	77	5	chronic	chronic	ADJ
easat-8468	77	6	kidney	kidney	NOUN
easat-8468	77	7	disease	disease	NOUN
easat-8468	77	8	(	(	PUNCT
easat-8468	77	9	ckd	ckd	NOUN
easat-8468	77	10	)	)	PUNCT
easat-8468	77	11	is	be	AUX
easat-8468	77	12	a	a	DET
easat-8468	77	13	progressive	progressive	ADJ
easat-8468	77	14	condition	condition	NOUN
easat-8468	77	15	marked	mark	VERB
easat-8468	77	16	by	by	ADP
easat-8468	77	17	the	the	DET
easat-8468	77	18	gradual	gradual	ADJ
easat-8468	77	19	decline	decline	NOUN
easat-8468	77	20	in	in	ADP
easat-8468	77	21	kidney	kidney	NOUN
easat-8468	77	22	function	function	NOUN
easat-8468	77	23	,	,	PUNCT
easat-8468	77	24	classified	classify	VERB
easat-8468	77	25	into	into	ADP
easat-8468	77	26	five	five	NUM
easat-8468	77	27	stages	stage	NOUN
easat-8468	77	28	based	base	VERB
easat-8468	77	29	on	on	ADP
easat-8468	77	30	glomerular	glomerular	ADJ
easat-8468	77	31	filtration	filtration	NOUN
easat-8468	77	32	rate	rate	NOUN
easat-8468	77	33	(	(	PUNCT
easat-8468	77	34	gfr	gfr	NOUN
easat-8468	77	35	)	)	PUNCT
easat-8468	77	36	and	and	CCONJ
easat-8468	77	37	albuminuria	albuminuria	PROPN
easat-8468	77	38	levels	level	NOUN
easat-8468	77	39	.	.	PUNCT
easat-8468	78	1	stage	stage	NOUN
easat-8468	78	2	1	1	NUM
easat-8468	78	3	involves	involve	VERB
easat-8468	78	4	mild	mild	ADJ
easat-8468	78	5	kidney	kidney	NOUN
easat-8468	78	6	damage	damage	NOUN
easat-8468	78	7	with	with	ADP
easat-8468	78	8	a	a	DET
easat-8468	78	9	normal	normal	ADJ
easat-8468	78	10	or	or	CCONJ
easat-8468	78	11	elevated	elevated	ADJ
easat-8468	78	12	gfr	gfr	NOUN
easat-8468	78	13	(	(	PUNCT
easat-8468	78	14	>	>	SYM
easat-8468	78	15	90	90	NUM
easat-8468	78	16	ml	ml	NOUN
easat-8468	78	17	/	/	SYM
easat-8468	78	18	min	min	NOUN
easat-8468	78	19	)	)	PUNCT
easat-8468	78	20	,	,	PUNCT
easat-8468	78	21	while	while	SCONJ
easat-8468	78	22	stage	stage	NOUN
easat-8468	78	23	5	5	NUM
easat-8468	78	24	,	,	PUNCT
easat-8468	78	25	or	or	CCONJ
easat-8468	78	26	end	end	NOUN
easat-8468	78	27	-	-	PUNCT
easat-8468	78	28	stage	stage	NOUN
easat-8468	78	29	renal	renal	ADJ
easat-8468	78	30	disease	disease	NOUN
easat-8468	78	31	(	(	PUNCT
easat-8468	78	32	esrd	esrd	PROPN
easat-8468	78	33	)	)	PUNCT
easat-8468	78	34	,	,	PUNCT
easat-8468	78	35	represents	represent	VERB
easat-8468	78	36	severe	severe	ADJ
easat-8468	78	37	kidney	kidney	NOUN
easat-8468	78	38	impairment	impairment	NOUN
easat-8468	78	39	(	(	PUNCT
easat-8468	78	40	egfr	egfr	X
easat-8468	78	41	<	<	X
easat-8468	78	42	15	15	NUM
easat-8468	78	43	ml	ml	NOUN
easat-8468	78	44	/	/	SYM
easat-8468	78	45	min	min	NOUN
easat-8468	78	46	)	)	PUNCT
easat-8468	78	47	,	,	PUNCT
easat-8468	78	48	often	often	ADV
easat-8468	78	49	requiring	require	VERB
easat-8468	78	50	dialysis	dialysis	NOUN
easat-8468	78	51	or	or	CCONJ
easat-8468	78	52	a	a	DET
easat-8468	78	53	kidney	kidney	NOUN
easat-8468	78	54	transplant	transplant	NOUN
easat-8468	79	1	[	[	X
easat-8468	79	2	21	21	NUM
easat-8468	79	3	]	]	PUNCT
easat-8468	79	4	.	.	PUNCT
easat-8468	80	1	the	the	DET
easat-8468	80	2	icd-10	icd-10	DET
easat-8468	80	3	system	system	NOUN
easat-8468	80	4	provides	provide	VERB
easat-8468	80	5	specific	specific	ADJ
easat-8468	80	6	codes	code	NOUN
easat-8468	80	7	(	(	PUNCT
easat-8468	80	8	n18.1	n18.1	ADV
easat-8468	80	9	to	to	ADP
easat-8468	80	10	n18.9	n18.9	NUM
easat-8468	80	11	)	)	PUNCT
easat-8468	80	12	for	for	ADP
easat-8468	80	13	these	these	DET
easat-8468	80	14	stages	stage	NOUN
easat-8468	80	15	,	,	PUNCT
easat-8468	80	16	facilitating	facilitate	VERB
easat-8468	80	17	precise	precise	ADJ
easat-8468	80	18	clinical	clinical	ADJ
easat-8468	80	19	reporting	reporting	NOUN
easat-8468	80	20	and	and	CCONJ
easat-8468	80	21	statistical	statistical	ADJ
easat-8468	80	22	analysis	analysis	NOUN
easat-8468	80	23	[	[	X
easat-8468	80	24	22	22	NUM
easat-8468	80	25	,	,	PUNCT
easat-8468	80	26	23	23	NUM
easat-8468	80	27	]	]	PUNCT
easat-8468	80	28	.	.	PUNCT
easat-8468	81	1	however	however	ADV
easat-8468	81	2	,	,	PUNCT
easat-8468	81	3	challenges	challenge	NOUN
easat-8468	81	4	remain	remain	VERB
easat-8468	81	5	in	in	ADP
easat-8468	81	6	the	the	DET
easat-8468	81	7	accurate	accurate	ADJ
easat-8468	81	8	coding	coding	NOUN
easat-8468	81	9	of	of	ADP
easat-8468	81	10	ckd	ckd	PROPN
easat-8468	81	11	,	,	PUNCT
easat-8468	81	12	particularly	particularly	ADV
easat-8468	81	13	due	due	ADJ
easat-8468	81	14	to	to	ADP
easat-8468	81	15	nonspecific	nonspecific	ADJ
easat-8468	81	16	diagnoses	diagnosis	NOUN
easat-8468	81	17	where	where	SCONJ
easat-8468	81	18	healthcare	healthcare	NOUN
easat-8468	81	19	providers	provider	NOUN
easat-8468	81	20	document	document	NOUN
easat-8468	81	21	only	only	ADV
easat-8468	81	22	"	"	PUNCT
easat-8468	81	23	ckd	ckd	NOUN
easat-8468	81	24	"	"	PUNCT
easat-8468	81	25	without	without	ADP
easat-8468	81	26	indicating	indicate	VERB
easat-8468	81	27	its	its	PRON
easat-8468	81	28	stage	stage	NOUN
easat-8468	81	29	.	.	PUNCT
easat-8468	82	1	this	this	DET
easat-8468	82	2	lack	lack	NOUN
easat-8468	82	3	of	of	ADP
easat-8468	82	4	detail	detail	NOUN
easat-8468	82	5	leads	lead	VERB
easat-8468	82	6	to	to	ADP
easat-8468	82	7	significant	significant	ADJ
easat-8468	82	8	inaccuracies	inaccuracy	NOUN
easat-8468	82	9	in	in	ADP
easat-8468	82	10	coding	code	VERB
easat-8468	82	11	,	,	PUNCT
easat-8468	82	12	which	which	PRON
easat-8468	82	13	underrepresents	underrepresent	VERB
easat-8468	82	14	ckd	ckd	NOUN
easat-8468	82	15	prevalence	prevalence	NOUN
easat-8468	82	16	in	in	ADP
easat-8468	82	17	administrative	administrative	ADJ
easat-8468	82	18	datasets	dataset	NOUN
easat-8468	82	19	.	.	PUNCT
easat-8468	83	1	research	research	NOUN
easat-8468	83	2	shows	show	VERB
easat-8468	83	3	that	that	SCONJ
easat-8468	83	4	nonspecific	nonspecific	ADJ
easat-8468	83	5	documentation	documentation	NOUN
easat-8468	83	6	contributes	contribute	VERB
easat-8468	83	7	to	to	ADP
easat-8468	83	8	coding	code	VERB
easat-8468	83	9	errors	error	NOUN
easat-8468	83	10	,	,	PUNCT
easat-8468	83	11	affecting	affect	VERB
easat-8468	83	12	both	both	CCONJ
easat-8468	83	13	clinical	clinical	ADJ
easat-8468	83	14	2734	2734	NUM
easat-8468	83	15	edelweiss	edelweiss	PROPN
easat-8468	83	16	applied	apply	VERB
easat-8468	83	17	science	science	NOUN
easat-8468	83	18	and	and	CCONJ
easat-8468	83	19	technology	technology	NOUN
easat-8468	83	20	issn	issn	PROPN
easat-8468	83	21	:	:	PUNCT
easat-8468	83	22	2576	2576	NUM
easat-8468	83	23	-	-	SYM
easat-8468	83	24	8484	8484	NUM
easat-8468	83	25	vol	vol	NOUN
easat-8468	83	26	.	.	PROPN
easat-8468	84	1	9	9	NUM
easat-8468	84	2	,	,	PUNCT
easat-8468	84	3	no	no	INTJ
easat-8468	84	4	.	.	NOUN
easat-8468	85	1	6	6	NUM
easat-8468	85	2	:	:	SYM
easat-8468	85	3	2731	2731	NUM
easat-8468	85	4	-	-	SYM
easat-8468	85	5	2742	2742	NUM
easat-8468	85	6	,	,	PUNCT
easat-8468	85	7	2025	2025	NUM
easat-8468	85	8	doi	doi	NOUN
easat-8468	85	9	:	:	PUNCT
easat-8468	85	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	85	11	©	©	PROPN
easat-8468	85	12	2025	2025	NUM
easat-8468	85	13	by	by	ADP
easat-8468	85	14	the	the	DET
easat-8468	85	15	authors	author	NOUN
easat-8468	85	16	;	;	PUNCT
easat-8468	85	17	licensee	licensee	PROPN
easat-8468	85	18	learning	learn	VERB
easat-8468	85	19	gate	gate	NOUN
easat-8468	85	20	decision	decision	NOUN
easat-8468	85	21	-	-	PUNCT
easat-8468	85	22	making	make	VERB
easat-8468	85	23	and	and	CCONJ
easat-8468	85	24	research	research	NOUN
easat-8468	85	25	data	datum	NOUN
easat-8468	85	26	[	[	X
easat-8468	85	27	16	16	NUM
easat-8468	85	28	]	]	PUNCT
easat-8468	85	29	.	.	PUNCT
easat-8468	86	1	for	for	ADP
easat-8468	86	2	example	example	NOUN
easat-8468	86	3	,	,	PUNCT
easat-8468	86	4	the	the	DET
easat-8468	86	5	careme	careme	ADJ
easat-8468	86	6	study	study	NOUN
easat-8468	86	7	revealed	reveal	VERB
easat-8468	86	8	that	that	SCONJ
easat-8468	86	9	only	only	ADV
easat-8468	86	10	34	34	NUM
easat-8468	86	11	%	%	NOUN
easat-8468	86	12	of	of	ADP
easat-8468	86	13	laboratory	laboratory	NOUN
easat-8468	86	14	-	-	PUNCT
easat-8468	86	15	confirmed	confirm	VERB
easat-8468	86	16	ckd	ckd	NOUN
easat-8468	86	17	cases	case	NOUN
easat-8468	86	18	were	be	AUX
easat-8468	86	19	accurately	accurately	ADV
easat-8468	86	20	coded	code	VERB
easat-8468	86	21	,	,	PUNCT
easat-8468	86	22	underscoring	underscore	VERB
easat-8468	86	23	systemic	systemic	ADJ
easat-8468	86	24	issues	issue	NOUN
easat-8468	86	25	in	in	ADP
easat-8468	86	26	the	the	DET
easat-8468	86	27	diagnostic	diagnostic	ADJ
easat-8468	86	28	documentation	documentation	NOUN
easat-8468	86	29	process	process	NOUN
easat-8468	86	30	[	[	X
easat-8468	86	31	23	23	NUM
easat-8468	86	32	]	]	PUNCT
easat-8468	86	33	.	.	PUNCT
easat-8468	87	1	a	a	DET
easat-8468	87	2	review	review	NOUN
easat-8468	87	3	of	of	ADP
easat-8468	87	4	existing	exist	VERB
easat-8468	87	5	literature	literature	NOUN
easat-8468	87	6	identifies	identify	VERB
easat-8468	87	7	several	several	ADJ
easat-8468	87	8	factors	factor	NOUN
easat-8468	87	9	contributing	contribute	VERB
easat-8468	87	10	to	to	ADP
easat-8468	87	11	inaccuracies	inaccuracy	NOUN
easat-8468	87	12	in	in	ADP
easat-8468	87	13	ckd	ckd	NOUN
easat-8468	87	14	coding	coding	NOUN
easat-8468	87	15	.	.	PUNCT
easat-8468	88	1	first	first	ADJ
easat-8468	88	2	,	,	PUNCT
easat-8468	88	3	considerable	considerable	ADJ
easat-8468	88	4	research	research	NOUN
easat-8468	88	5	has	have	AUX
easat-8468	88	6	shown	show	VERB
easat-8468	88	7	that	that	SCONJ
easat-8468	88	8	incomplete	incomplete	ADJ
easat-8468	88	9	documentation	documentation	NOUN
easat-8468	88	10	by	by	ADP
easat-8468	88	11	healthcare	healthcare	NOUN
easat-8468	88	12	providers	provider	NOUN
easat-8468	88	13	leads	lead	VERB
easat-8468	88	14	to	to	ADP
easat-8468	88	15	discrepancies	discrepancy	NOUN
easat-8468	88	16	in	in	ADP
easat-8468	88	17	coding	code	VERB
easat-8468	88	18	practices	practice	NOUN
easat-8468	88	19	.	.	PUNCT
easat-8468	89	1	for	for	ADP
easat-8468	89	2	instance	instance	NOUN
easat-8468	89	3	,	,	PUNCT
easat-8468	89	4	one	one	NUM
easat-8468	89	5	study	study	NOUN
easat-8468	89	6	observed	observe	VERB
easat-8468	89	7	that	that	SCONJ
easat-8468	89	8	less	less	ADJ
easat-8468	89	9	than	than	ADP
easat-8468	89	10	half	half	NOUN
easat-8468	89	11	of	of	ADP
easat-8468	89	12	the	the	DET
easat-8468	89	13	patients	patient	NOUN
easat-8468	89	14	with	with	ADP
easat-8468	89	15	lab	lab	NOUN
easat-8468	89	16	-	-	PUNCT
easat-8468	89	17	confirmed	confirm	VERB
easat-8468	89	18	ckd	ckd	PROPN
easat-8468	89	19	were	be	AUX
easat-8468	89	20	accurately	accurately	ADV
easat-8468	89	21	represented	represent	VERB
easat-8468	89	22	in	in	ADP
easat-8468	89	23	their	their	PRON
easat-8468	89	24	medical	medical	ADJ
easat-8468	89	25	records	record	NOUN
easat-8468	89	26	,	,	PUNCT
easat-8468	89	27	affecting	affect	VERB
easat-8468	89	28	the	the	DET
easat-8468	89	29	overall	overall	ADJ
easat-8468	89	30	clinical	clinical	ADJ
easat-8468	89	31	awareness	awareness	NOUN
easat-8468	89	32	of	of	ADP
easat-8468	89	33	ckd	ckd	PROPN
easat-8468	89	34	within	within	ADP
easat-8468	89	35	the	the	DET
easat-8468	89	36	patient	patient	ADJ
easat-8468	89	37	population	population	NOUN
easat-8468	90	1	[	[	X
easat-8468	90	2	23	23	NUM
easat-8468	90	3	]	]	PUNCT
easat-8468	90	4	.	.	PUNCT
easat-8468	91	1	furthermore	furthermore	ADV
easat-8468	91	2	,	,	PUNCT
easat-8468	91	3	physician	physician	NOUN
easat-8468	91	4	training	training	NOUN
easat-8468	91	5	in	in	ADP
easat-8468	91	6	coding	code	VERB
easat-8468	91	7	practices	practice	NOUN
easat-8468	91	8	and	and	CCONJ
easat-8468	91	9	effective	effective	ADJ
easat-8468	91	10	communication	communication	NOUN
easat-8468	91	11	between	between	ADP
easat-8468	91	12	clinicians	clinician	NOUN
easat-8468	91	13	and	and	CCONJ
easat-8468	91	14	coders	coder	NOUN
easat-8468	91	15	significantly	significantly	ADV
easat-8468	91	16	influence	influence	VERB
easat-8468	91	17	the	the	DET
easat-8468	91	18	precision	precision	NOUN
easat-8468	91	19	of	of	ADP
easat-8468	91	20	diagnostic	diagnostic	ADJ
easat-8468	91	21	writing	writing	NOUN
easat-8468	91	22	[	[	X
easat-8468	91	23	3	3	NUM
easat-8468	91	24	,	,	PUNCT
easat-8468	91	25	24	24	NUM
easat-8468	91	26	]	]	PUNCT
easat-8468	91	27	.	.	PUNCT
easat-8468	92	1	the	the	DET
easat-8468	92	2	interactions	interaction	NOUN
easat-8468	92	3	between	between	ADP
easat-8468	92	4	healthcare	healthcare	NOUN
easat-8468	92	5	professionals	professional	NOUN
easat-8468	92	6	and	and	CCONJ
easat-8468	92	7	coders	coder	NOUN
easat-8468	92	8	play	play	VERB
easat-8468	92	9	a	a	DET
easat-8468	92	10	vital	vital	ADJ
easat-8468	92	11	role	role	NOUN
easat-8468	92	12	,	,	PUNCT
easat-8468	92	13	as	as	SCONJ
easat-8468	92	14	ambiguous	ambiguous	ADJ
easat-8468	92	15	notes	note	NOUN
easat-8468	92	16	can	can	AUX
easat-8468	92	17	lead	lead	VERB
easat-8468	92	18	to	to	ADP
easat-8468	92	19	misinterpretation	misinterpretation	NOUN
easat-8468	92	20	during	during	ADP
easat-8468	92	21	the	the	DET
easat-8468	92	22	coding	code	VERB
easat-8468	92	23	process	process	NOUN
easat-8468	92	24	.	.	PUNCT
easat-8468	93	1	previous	previous	ADJ
easat-8468	93	2	research	research	NOUN
easat-8468	93	3	on	on	ADP
easat-8468	93	4	ckd	ckd	PROPN
easat-8468	93	5	coding	code	VERB
easat-8468	93	6	accuracy	accuracy	NOUN
easat-8468	93	7	highlights	highlight	NOUN
easat-8468	93	8	several	several	ADJ
easat-8468	93	9	factors	factor	NOUN
easat-8468	93	10	contributing	contribute	VERB
easat-8468	93	11	to	to	ADP
easat-8468	93	12	inaccuracies	inaccuracy	NOUN
easat-8468	93	13	.	.	PUNCT
easat-8468	94	1	jalal	jalal	PROPN
easat-8468	94	2	et	et	PROPN
easat-8468	94	3	al	al	PROPN
easat-8468	94	4	.	.	PROPN
easat-8468	94	5	found	find	VERB
easat-8468	94	6	that	that	SCONJ
easat-8468	94	7	the	the	DET
easat-8468	94	8	transition	transition	NOUN
easat-8468	94	9	from	from	ADP
easat-8468	94	10	icd-9	icd-9	ADV
easat-8468	94	11	to	to	ADP
easat-8468	94	12	icd-10	icd-10	PRON
easat-8468	94	13	did	do	AUX
easat-8468	94	14	not	not	PART
easat-8468	94	15	sufficiently	sufficiently	ADV
easat-8468	94	16	improve	improve	VERB
easat-8468	94	17	the	the	DET
easat-8468	94	18	identification	identification	NOUN
easat-8468	94	19	of	of	ADP
easat-8468	94	20	patients	patient	NOUN
easat-8468	94	21	with	with	ADP
easat-8468	94	22	rapidly	rapidly	ADV
easat-8468	94	23	progressing	progress	VERB
easat-8468	94	24	ckd	ckd	NOUN
easat-8468	94	25	stages	stage	NOUN
easat-8468	94	26	.	.	PUNCT
easat-8468	95	1	a	a	DET
easat-8468	95	2	population	population	NOUN
easat-8468	95	3	-	-	PUNCT
easat-8468	95	4	based	base	VERB
easat-8468	95	5	study	study	NOUN
easat-8468	95	6	revealed	reveal	VERB
easat-8468	95	7	low	low	ADJ
easat-8468	95	8	sensitivity	sensitivity	NOUN
easat-8468	95	9	but	but	CCONJ
easat-8468	95	10	higher	high	ADJ
easat-8468	95	11	positive	positive	ADJ
easat-8468	95	12	predictive	predictive	ADJ
easat-8468	95	13	values	value	NOUN
easat-8468	95	14	for	for	ADP
easat-8468	95	15	ckd	ckd	PROPN
easat-8468	95	16	coding	code	VERB
easat-8468	95	17	under	under	ADP
easat-8468	95	18	icd-10	icd-10	NOUN
easat-8468	95	19	,	,	PUNCT
easat-8468	95	20	with	with	ADP
easat-8468	95	21	significant	significant	ADJ
easat-8468	95	22	variation	variation	NOUN
easat-8468	95	23	across	across	ADP
easat-8468	95	24	different	different	ADJ
easat-8468	95	25	patient	patient	ADJ
easat-8468	95	26	groups	group	NOUN
easat-8468	95	27	[	[	X
easat-8468	95	28	25	25	NUM
easat-8468	95	29	]	]	PUNCT
easat-8468	95	30	.	.	PUNCT
easat-8468	96	1	these	these	DET
easat-8468	96	2	findings	finding	NOUN
easat-8468	96	3	underscore	underscore	VERB
easat-8468	96	4	the	the	DET
easat-8468	96	5	need	need	NOUN
easat-8468	96	6	for	for	ADP
easat-8468	96	7	continuous	continuous	ADJ
easat-8468	96	8	improvements	improvement	NOUN
easat-8468	96	9	in	in	ADP
easat-8468	96	10	documentation	documentation	NOUN
easat-8468	96	11	practices	practice	NOUN
easat-8468	96	12	and	and	CCONJ
easat-8468	96	13	coding	code	VERB
easat-8468	96	14	education	education	NOUN
easat-8468	96	15	to	to	PART
easat-8468	96	16	enhance	enhance	VERB
easat-8468	96	17	the	the	DET
easat-8468	96	18	accuracy	accuracy	NOUN
easat-8468	96	19	of	of	ADP
easat-8468	96	20	ckd	ckd	PROPN
easat-8468	96	21	diagnosis	diagnosis	NOUN
easat-8468	96	22	coding	coding	NOUN
easat-8468	96	23	.	.	PUNCT
easat-8468	97	1	such	such	ADJ
easat-8468	97	2	efforts	effort	NOUN
easat-8468	97	3	are	be	AUX
easat-8468	97	4	crucial	crucial	ADJ
easat-8468	97	5	for	for	ADP
easat-8468	97	6	improving	improve	VERB
easat-8468	97	7	clinical	clinical	ADJ
easat-8468	97	8	practices	practice	NOUN
easat-8468	97	9	,	,	PUNCT
easat-8468	97	10	healthcare	healthcare	NOUN
easat-8468	97	11	funding	funding	NOUN
easat-8468	97	12	,	,	PUNCT
easat-8468	97	13	and	and	CCONJ
easat-8468	97	14	policy	policy	NOUN
easat-8468	97	15	-	-	PUNCT
easat-8468	97	16	making	making	NOUN
easat-8468	97	17	,	,	PUNCT
easat-8468	97	18	ultimately	ultimately	ADV
easat-8468	97	19	impacting	impact	VERB
easat-8468	97	20	patient	patient	ADJ
easat-8468	97	21	care	care	NOUN
easat-8468	97	22	outcomes	outcome	NOUN
easat-8468	97	23	.	.	PUNCT
easat-8468	98	1	in	in	ADP
easat-8468	98	2	conclusion	conclusion	NOUN
easat-8468	98	3	,	,	PUNCT
easat-8468	98	4	while	while	SCONJ
easat-8468	98	5	icd-10	icd-10	PRON
easat-8468	98	6	offers	offer	VERB
easat-8468	98	7	a	a	DET
easat-8468	98	8	structured	structured	ADJ
easat-8468	98	9	approach	approach	NOUN
easat-8468	98	10	to	to	ADP
easat-8468	98	11	ckd	ckd	PROPN
easat-8468	98	12	coding	coding	PROPN
easat-8468	98	13	,	,	PUNCT
easat-8468	98	14	the	the	DET
easat-8468	98	15	issues	issue	NOUN
easat-8468	98	16	of	of	ADP
easat-8468	98	17	nonspecific	nonspecific	ADJ
easat-8468	98	18	diagnoses	diagnosis	NOUN
easat-8468	98	19	and	and	CCONJ
easat-8468	98	20	incomplete	incomplete	ADJ
easat-8468	98	21	documentation	documentation	NOUN
easat-8468	98	22	highlight	highlight	VERB
easat-8468	98	23	the	the	DET
easat-8468	98	24	need	need	NOUN
easat-8468	98	25	for	for	ADP
easat-8468	98	26	focused	focused	ADJ
easat-8468	98	27	efforts	effort	NOUN
easat-8468	98	28	to	to	PART
easat-8468	98	29	improve	improve	VERB
easat-8468	98	30	diagnostic	diagnostic	ADJ
easat-8468	98	31	writing	writing	NOUN
easat-8468	98	32	specificity	specificity	NOUN
easat-8468	98	33	in	in	ADP
easat-8468	98	34	healthcare	healthcare	NOUN
easat-8468	98	35	settings	setting	NOUN
easat-8468	98	36	.	.	PUNCT
easat-8468	99	1	3	3	X
easat-8468	99	2	.	.	X
easat-8468	99	3	method	method	NOUN
easat-8468	99	4	this	this	DET
easat-8468	99	5	study	study	NOUN
easat-8468	99	6	uses	use	VERB
easat-8468	99	7	an	an	DET
easat-8468	99	8	analytical	analytical	ADJ
easat-8468	99	9	research	research	NOUN
easat-8468	99	10	design	design	NOUN
easat-8468	99	11	with	with	ADP
easat-8468	99	12	a	a	DET
easat-8468	99	13	retrospective	retrospective	ADJ
easat-8468	99	14	approach	approach	NOUN
easat-8468	99	15	to	to	PART
easat-8468	99	16	analyze	analyze	VERB
easat-8468	99	17	medical	medical	ADJ
easat-8468	99	18	record	record	NOUN
easat-8468	99	19	documents	document	NOUN
easat-8468	99	20	of	of	ADP
easat-8468	99	21	patients	patient	NOUN
easat-8468	99	22	diagnosed	diagnose	VERB
easat-8468	99	23	with	with	ADP
easat-8468	99	24	chronic	chronic	ADJ
easat-8468	99	25	kidney	kidney	NOUN
easat-8468	99	26	disease	disease	NOUN
easat-8468	99	27	(	(	PUNCT
easat-8468	99	28	ckd	ckd	NOUN
easat-8468	99	29	)	)	PUNCT
easat-8468	99	30	at	at	ADP
easat-8468	99	31	waras	waras	PROPN
easat-8468	99	32	wiris	wiris	VERB
easat-8468	99	33	hospital	hospital	NOUN
easat-8468	99	34	,	,	PUNCT
easat-8468	99	35	boyolali	boyolali	VERB
easat-8468	100	1	[	[	X
easat-8468	100	2	26	26	NUM
easat-8468	100	3	]	]	PUNCT
easat-8468	100	4	.	.	PUNCT
easat-8468	101	1	the	the	DET
easat-8468	101	2	retrospective	retrospective	ADJ
easat-8468	101	3	approach	approach	NOUN
easat-8468	101	4	was	be	AUX
easat-8468	101	5	chosen	choose	VERB
easat-8468	101	6	because	because	SCONJ
easat-8468	101	7	this	this	DET
easat-8468	101	8	study	study	NOUN
easat-8468	101	9	aims	aim	VERB
easat-8468	101	10	to	to	PART
easat-8468	101	11	analyze	analyze	VERB
easat-8468	101	12	existing	exist	VERB
easat-8468	101	13	data	datum	NOUN
easat-8468	101	14	,	,	PUNCT
easat-8468	101	15	namely	namely	ADV
easat-8468	101	16	medical	medical	ADJ
easat-8468	101	17	record	record	NOUN
easat-8468	101	18	documents	document	NOUN
easat-8468	101	19	containing	contain	VERB
easat-8468	101	20	a	a	DET
easat-8468	101	21	diagnosis	diagnosis	NOUN
easat-8468	101	22	of	of	ADP
easat-8468	101	23	ckd	ckd	NOUN
easat-8468	102	1	[	[	X
easat-8468	102	2	27	27	NUM
easat-8468	102	3	]	]	PUNCT
easat-8468	102	4	.	.	PUNCT
easat-8468	103	1	by	by	ADP
easat-8468	103	2	using	use	VERB
easat-8468	103	3	this	this	DET
easat-8468	103	4	approach	approach	NOUN
easat-8468	103	5	,	,	PUNCT
easat-8468	103	6	researchers	researcher	NOUN
easat-8468	103	7	can	can	AUX
easat-8468	103	8	see	see	VERB
easat-8468	103	9	the	the	DET
easat-8468	103	10	relationship	relationship	NOUN
easat-8468	103	11	between	between	ADP
easat-8468	103	12	the	the	DET
easat-8468	103	13	specificity	specificity	NOUN
easat-8468	103	14	of	of	ADP
easat-8468	103	15	writing	write	VERB
easat-8468	103	16	a	a	DET
easat-8468	103	17	diagnosis	diagnosis	NOUN
easat-8468	103	18	and	and	CCONJ
easat-8468	103	19	the	the	DET
easat-8468	103	20	accuracy	accuracy	NOUN
easat-8468	103	21	of	of	ADP
easat-8468	103	22	the	the	DET
easat-8468	103	23	ckd	ckd	PROPN
easat-8468	103	24	diagnosis	diagnosis	PROPN
easat-8468	103	25	code	code	NOUN
easat-8468	103	26	without	without	ADP
easat-8468	103	27	the	the	DET
easat-8468	103	28	need	need	NOUN
easat-8468	103	29	for	for	ADP
easat-8468	103	30	direct	direct	ADJ
easat-8468	103	31	intervention	intervention	NOUN
easat-8468	103	32	on	on	ADP
easat-8468	103	33	patients	patient	NOUN
easat-8468	103	34	,	,	PUNCT
easat-8468	103	35	because	because	SCONJ
easat-8468	103	36	the	the	DET
easat-8468	103	37	data	datum	NOUN
easat-8468	103	38	analyzed	analyze	VERB
easat-8468	103	39	has	have	AUX
easat-8468	103	40	been	be	AUX
easat-8468	103	41	recorded	record	VERB
easat-8468	103	42	in	in	ADP
easat-8468	103	43	the	the	DET
easat-8468	103	44	previous	previous	ADJ
easat-8468	103	45	period	period	NOUN
easat-8468	103	46	,	,	PUNCT
easat-8468	103	47	namely	namely	ADV
easat-8468	103	48	2023	2023	NUM
easat-8468	103	49	.	.	PUNCT
easat-8468	104	1	the	the	DET
easat-8468	104	2	population	population	NOUN
easat-8468	104	3	of	of	ADP
easat-8468	104	4	this	this	DET
easat-8468	104	5	study	study	NOUN
easat-8468	104	6	consisted	consist	VERB
easat-8468	104	7	of	of	ADP
easat-8468	104	8	all	all	DET
easat-8468	104	9	medical	medical	ADJ
easat-8468	104	10	record	record	NOUN
easat-8468	104	11	documents	document	NOUN
easat-8468	104	12	of	of	ADP
easat-8468	104	13	patients	patient	NOUN
easat-8468	104	14	diagnosed	diagnose	VERB
easat-8468	104	15	with	with	ADP
easat-8468	104	16	ckd	ckd	PROPN
easat-8468	104	17	at	at	ADP
easat-8468	104	18	waras	waras	PROPN
easat-8468	104	19	wiris	wiris	VERB
easat-8468	104	20	hospital	hospital	NOUN
easat-8468	104	21	,	,	PUNCT
easat-8468	104	22	boyolali	boyolali	VERB
easat-8468	104	23	during	during	ADP
easat-8468	104	24	2023	2023	NUM
easat-8468	104	25	.	.	PUNCT
easat-8468	105	1	documents	document	NOUN
easat-8468	105	2	recording	record	VERB
easat-8468	105	3	the	the	DET
easat-8468	105	4	diagnosis	diagnosis	NOUN
easat-8468	105	5	of	of	ADP
easat-8468	105	6	ckd	ckd	PROPN
easat-8468	105	7	were	be	AUX
easat-8468	105	8	the	the	DET
easat-8468	105	9	main	main	ADJ
easat-8468	105	10	focus	focus	NOUN
easat-8468	105	11	of	of	ADP
easat-8468	105	12	this	this	DET
easat-8468	105	13	study	study	NOUN
easat-8468	105	14	because	because	SCONJ
easat-8468	105	15	of	of	ADP
easat-8468	105	16	their	their	PRON
easat-8468	105	17	relevance	relevance	NOUN
easat-8468	105	18	to	to	ADP
easat-8468	105	19	the	the	DET
easat-8468	105	20	aim	aim	NOUN
easat-8468	105	21	of	of	ADP
easat-8468	105	22	assessing	assess	VERB
easat-8468	105	23	the	the	DET
easat-8468	105	24	specificity	specificity	NOUN
easat-8468	105	25	of	of	ADP
easat-8468	105	26	diagnosis	diagnosis	NOUN
easat-8468	105	27	writing	writing	NOUN
easat-8468	105	28	and	and	CCONJ
easat-8468	105	29	the	the	DET
easat-8468	105	30	accuracy	accuracy	NOUN
easat-8468	105	31	of	of	ADP
easat-8468	105	32	diagnosis	diagnosis	NOUN
easat-8468	105	33	codes	code	NOUN
easat-8468	105	34	based	base	VERB
easat-8468	105	35	on	on	ADP
easat-8468	105	36	icd-10	icd-10	PROPN
easat-8468	105	37	.	.	PUNCT
easat-8468	106	1	this	this	DET
easat-8468	106	2	study	study	NOUN
easat-8468	106	3	used	use	VERB
easat-8468	106	4	the	the	DET
easat-8468	106	5	total	total	ADJ
easat-8468	106	6	sampling	sampling	NOUN
easat-8468	106	7	method	method	NOUN
easat-8468	106	8	,	,	PUNCT
easat-8468	106	9	which	which	PRON
easat-8468	106	10	means	mean	VERB
easat-8468	106	11	that	that	SCONJ
easat-8468	106	12	all	all	DET
easat-8468	106	13	documents	document	NOUN
easat-8468	106	14	that	that	PRON
easat-8468	106	15	met	meet	VERB
easat-8468	106	16	the	the	DET
easat-8468	106	17	inclusion	inclusion	NOUN
easat-8468	106	18	criteria	criterion	NOUN
easat-8468	106	19	were	be	AUX
easat-8468	106	20	included	include	VERB
easat-8468	106	21	in	in	ADP
easat-8468	106	22	the	the	DET
easat-8468	106	23	study	study	NOUN
easat-8468	106	24	sample	sample	NOUN
easat-8468	106	25	.	.	PUNCT
easat-8468	107	1	thus	thus	ADV
easat-8468	107	2	,	,	PUNCT
easat-8468	107	3	the	the	DET
easat-8468	107	4	total	total	ADJ
easat-8468	107	5	sample	sample	NOUN
easat-8468	107	6	used	use	VERB
easat-8468	107	7	in	in	ADP
easat-8468	107	8	this	this	DET
easat-8468	107	9	study	study	NOUN
easat-8468	107	10	was	be	AUX
easat-8468	107	11	110	110	NUM
easat-8468	107	12	medical	medical	ADJ
easat-8468	107	13	record	record	NOUN
easat-8468	107	14	documents	document	NOUN
easat-8468	107	15	recording	record	VERB
easat-8468	107	16	the	the	DET
easat-8468	107	17	diagnosis	diagnosis	NOUN
easat-8468	107	18	of	of	ADP
easat-8468	107	19	ckd	ckd	PROPN
easat-8468	107	20	.	.	PROPN
easat-8468	107	21	table	table	PROPN
easat-8468	107	22	1	1	NUM
easat-8468	107	23	.	.	X
easat-8468	107	24	inclusion	inclusion	NOUN
easat-8468	107	25	and	and	CCONJ
easat-8468	107	26	exclusion	exclusion	NOUN
easat-8468	107	27	criteria	criterion	NOUN
easat-8468	107	28	.	.	PUNCT
easat-8468	108	1	criteria	criterion	NOUN
easat-8468	108	2	description	description	NOUN
easat-8468	108	3	inclusion	inclusion	NOUN
easat-8468	108	4	patient	patient	ADJ
easat-8468	108	5	medical	medical	ADJ
easat-8468	108	6	record	record	NOUN
easat-8468	108	7	documents	document	NOUN
easat-8468	108	8	that	that	PRON
easat-8468	108	9	record	record	VERB
easat-8468	108	10	a	a	DET
easat-8468	108	11	ckd	ckd	NOUN
easat-8468	108	12	diagnosis	diagnosis	NOUN
easat-8468	108	13	according	accord	VERB
easat-8468	108	14	to	to	ADP
easat-8468	108	15	icd-10	icd-10	PROPN
easat-8468	108	16	.	.	PROPN
easat-8468	108	17	complete	complete	ADJ
easat-8468	108	18	medical	medical	ADJ
easat-8468	108	19	documents	document	NOUN
easat-8468	108	20	that	that	PRON
easat-8468	108	21	can	can	AUX
easat-8468	108	22	be	be	AUX
easat-8468	108	23	used	use	VERB
easat-8468	108	24	for	for	ADP
easat-8468	108	25	analysis	analysis	NOUN
easat-8468	108	26	.	.	PUNCT
easat-8468	109	1	exclusion	exclusion	NOUN
easat-8468	109	2	incomplete	incomplete	ADJ
easat-8468	109	3	documents	document	NOUN
easat-8468	109	4	or	or	CCONJ
easat-8468	109	5	documents	document	NOUN
easat-8468	109	6	that	that	PRON
easat-8468	109	7	do	do	AUX
easat-8468	109	8	not	not	PART
easat-8468	109	9	comply	comply	VERB
easat-8468	109	10	with	with	ADP
easat-8468	109	11	icd-10	icd-10	DET
easat-8468	109	12	standards	standard	NOUN
easat-8468	109	13	.	.	PUNCT
easat-8468	110	1	medical	medical	ADJ
easat-8468	110	2	records	record	NOUN
easat-8468	110	3	that	that	PRON
easat-8468	110	4	do	do	AUX
easat-8468	110	5	not	not	PART
easat-8468	110	6	include	include	VERB
easat-8468	110	7	a	a	DET
easat-8468	110	8	ckd	ckd	NOUN
easat-8468	110	9	diagnosis	diagnosis	NOUN
easat-8468	110	10	.	.	PUNCT
easat-8468	111	1	data	datum	NOUN
easat-8468	111	2	collection	collection	NOUN
easat-8468	111	3	in	in	ADP
easat-8468	111	4	this	this	DET
easat-8468	111	5	study	study	NOUN
easat-8468	111	6	was	be	AUX
easat-8468	111	7	carried	carry	VERB
easat-8468	111	8	out	out	ADP
easat-8468	111	9	through	through	ADP
easat-8468	111	10	three	three	NUM
easat-8468	111	11	main	main	ADJ
easat-8468	111	12	methods	method	NOUN
easat-8468	111	13	:	:	PUNCT
easat-8468	111	14	interviews	interview	NOUN
easat-8468	111	15	with	with	ADP
easat-8468	111	16	medical	medical	ADJ
easat-8468	111	17	record	record	NOUN
easat-8468	111	18	officers	officer	NOUN
easat-8468	111	19	or	or	CCONJ
easat-8468	111	20	doctors	doctor	NOUN
easat-8468	111	21	to	to	PART
easat-8468	111	22	understand	understand	VERB
easat-8468	111	23	the	the	DET
easat-8468	111	24	obstacles	obstacle	NOUN
easat-8468	111	25	to	to	ADP
easat-8468	111	26	writing	write	VERB
easat-8468	111	27	a	a	DET
easat-8468	111	28	specific	specific	ADJ
easat-8468	111	29	ckd	ckd	NOUN
easat-8468	111	30	diagnosis	diagnosis	NOUN
easat-8468	111	31	,	,	PUNCT
easat-8468	111	32	document	document	NOUN
easat-8468	111	33	observation	observation	NOUN
easat-8468	111	34	to	to	PART
easat-8468	111	35	analyze	analyze	VERB
easat-8468	111	36	whether	whether	SCONJ
easat-8468	111	37	the	the	DET
easat-8468	111	38	ckd	ckd	NOUN
easat-8468	111	39	diagnosis	diagnosis	NOUN
easat-8468	111	40	includes	include	VERB
easat-8468	111	41	the	the	DET
easat-8468	111	42	stage	stage	NOUN
easat-8468	111	43	according	accord	VERB
easat-8468	111	44	to	to	ADP
easat-8468	111	45	icd-10	icd-10	NUM
easat-8468	111	46	,	,	PUNCT
easat-8468	111	47	and	and	CCONJ
easat-8468	111	48	icd-10	icd-10	DET
easat-8468	111	49	code	code	NOUN
easat-8468	111	50	checking	check	VERB
easat-8468	111	51	to	to	PART
easat-8468	111	52	verify	verify	VERB
easat-8468	111	53	the	the	DET
easat-8468	111	54	accuracy	accuracy	NOUN
easat-8468	111	55	of	of	ADP
easat-8468	111	56	the	the	DET
easat-8468	111	57	diagnosis	diagnosis	NOUN
easat-8468	111	58	code	code	NOUN
easat-8468	111	59	in	in	ADP
easat-8468	111	60	medical	medical	ADJ
easat-8468	111	61	documents	document	NOUN
easat-8468	111	62	.	.	PUNCT
easat-8468	112	1	the	the	DET
easat-8468	112	2	instruments	instrument	NOUN
easat-8468	112	3	used	use	VERB
easat-8468	112	4	included	include	VERB
easat-8468	112	5	a	a	DET
easat-8468	112	6	diagnosis	diagnosis	NOUN
easat-8468	112	7	specificity	specificity	NOUN
easat-8468	112	8	analysis	analysis	NOUN
easat-8468	112	9	form	form	NOUN
easat-8468	112	10	to	to	PART
easat-8468	112	11	categorize	categorize	VERB
easat-8468	112	12	the	the	DET
easat-8468	112	13	ckd	ckd	NOUN
easat-8468	112	14	diagnosis	diagnosis	NOUN
easat-8468	112	15	as	as	ADP
easat-8468	112	16	specific	specific	ADJ
easat-8468	112	17	or	or	CCONJ
easat-8468	112	18	non	non	ADJ
easat-8468	112	19	-	-	ADJ
easat-8468	112	20	specific	specific	ADJ
easat-8468	112	21	,	,	PUNCT
easat-8468	112	22	2735	2735	NUM
easat-8468	112	23	edelweiss	edelweiss	PROPN
easat-8468	112	24	applied	apply	VERB
easat-8468	112	25	science	science	NOUN
easat-8468	112	26	and	and	CCONJ
easat-8468	112	27	technology	technology	NOUN
easat-8468	112	28	issn	issn	PROPN
easat-8468	112	29	:	:	PUNCT
easat-8468	112	30	2576	2576	NUM
easat-8468	112	31	-	-	SYM
easat-8468	112	32	8484	8484	NUM
easat-8468	112	33	vol	vol	NOUN
easat-8468	112	34	.	.	PROPN
easat-8468	113	1	9	9	NUM
easat-8468	113	2	,	,	PUNCT
easat-8468	113	3	no	no	INTJ
easat-8468	113	4	.	.	NOUN
easat-8468	114	1	6	6	NUM
easat-8468	114	2	:	:	SYM
easat-8468	114	3	2731	2731	NUM
easat-8468	114	4	-	-	SYM
easat-8468	114	5	2742	2742	NUM
easat-8468	114	6	,	,	PUNCT
easat-8468	114	7	2025	2025	NUM
easat-8468	114	8	doi	doi	NOUN
easat-8468	114	9	:	:	PUNCT
easat-8468	114	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	114	11	©	©	PROPN
easat-8468	114	12	2025	2025	NUM
easat-8468	114	13	by	by	ADP
easat-8468	114	14	the	the	DET
easat-8468	114	15	authors	author	NOUN
easat-8468	114	16	;	;	PUNCT
easat-8468	114	17	licensee	licensee	PROPN
easat-8468	114	18	learning	learning	NOUN
easat-8468	114	19	gate	gate	NOUN
easat-8468	114	20	and	and	CCONJ
easat-8468	114	21	an	an	DET
easat-8468	114	22	interview	interview	NOUN
easat-8468	114	23	guide	guide	NOUN
easat-8468	114	24	to	to	PART
easat-8468	114	25	explore	explore	VERB
easat-8468	114	26	obstacles	obstacle	NOUN
easat-8468	114	27	in	in	ADP
easat-8468	114	28	writing	write	VERB
easat-8468	114	29	a	a	DET
easat-8468	114	30	non	non	ADJ
easat-8468	114	31	-	-	ADJ
easat-8468	114	32	specific	specific	ADJ
easat-8468	114	33	diagnosis	diagnosis	NOUN
easat-8468	114	34	.	.	PUNCT
easat-8468	115	1	this	this	DET
easat-8468	115	2	study	study	NOUN
easat-8468	115	3	measured	measure	VERB
easat-8468	115	4	two	two	NUM
easat-8468	115	5	main	main	ADJ
easat-8468	115	6	variables	variable	NOUN
easat-8468	115	7	:	:	PUNCT
easat-8468	115	8	the	the	DET
easat-8468	115	9	independent	independent	ADJ
easat-8468	115	10	variable	variable	NOUN
easat-8468	115	11	,	,	PUNCT
easat-8468	115	12	namely	namely	ADV
easat-8468	115	13	the	the	DET
easat-8468	115	14	specificity	specificity	NOUN
easat-8468	115	15	of	of	ADP
easat-8468	115	16	the	the	DET
easat-8468	115	17	writing	writing	NOUN
easat-8468	115	18	of	of	ADP
easat-8468	115	19	the	the	DET
easat-8468	115	20	ckd	ckd	NOUN
easat-8468	115	21	diagnosis	diagnosis	NOUN
easat-8468	115	22	by	by	ADP
easat-8468	115	23	doctors	doctor	NOUN
easat-8468	115	24	(	(	PUNCT
easat-8468	115	25	specific	specific	ADJ
easat-8468	115	26	vs.	vs.	X
easat-8468	115	27	non	non	ADJ
easat-8468	115	28	-	-	ADJ
easat-8468	115	29	specific	specific	ADJ
easat-8468	115	30	)	)	PUNCT
easat-8468	115	31	,	,	PUNCT
easat-8468	115	32	and	and	CCONJ
easat-8468	115	33	the	the	DET
easat-8468	115	34	dependent	dependent	ADJ
easat-8468	115	35	variable	variable	NOUN
easat-8468	115	36	,	,	PUNCT
easat-8468	115	37	namely	namely	ADV
easat-8468	115	38	the	the	DET
easat-8468	115	39	accuracy	accuracy	NOUN
easat-8468	115	40	of	of	ADP
easat-8468	115	41	the	the	DET
easat-8468	115	42	ckd	ckd	PROPN
easat-8468	115	43	diagnosis	diagnosis	NOUN
easat-8468	115	44	code	code	NOUN
easat-8468	115	45	as	as	SCONJ
easat-8468	115	46	measured	measure	VERB
easat-8468	115	47	based	base	VERB
easat-8468	115	48	on	on	ADP
easat-8468	115	49	the	the	DET
easat-8468	115	50	conformity	conformity	NOUN
easat-8468	115	51	of	of	ADP
easat-8468	115	52	the	the	DET
easat-8468	115	53	code	code	NOUN
easat-8468	115	54	in	in	ADP
easat-8468	115	55	the	the	DET
easat-8468	115	56	medical	medical	ADJ
easat-8468	115	57	document	document	NOUN
easat-8468	115	58	with	with	ADP
easat-8468	115	59	the	the	DET
easat-8468	115	60	applicable	applicable	ADJ
easat-8468	115	61	icd-10	icd-10	PRON
easat-8468	115	62	standards	standard	NOUN
easat-8468	115	63	,	,	PUNCT
easat-8468	115	64	such	such	ADJ
easat-8468	115	65	as	as	ADP
easat-8468	115	66	n18.1	n18.1	PROPN
easat-8468	115	67	for	for	ADP
easat-8468	115	68	ckd	ckd	PROPN
easat-8468	115	69	stage	stage	NOUN
easat-8468	115	70	1	1	NUM
easat-8468	115	71	or	or	CCONJ
easat-8468	115	72	n18.9	n18.9	PROPN
easat-8468	115	73	for	for	ADP
easat-8468	115	74	unspecified	unspecified	ADJ
easat-8468	115	75	ckd	ckd	PROPN
easat-8468	116	1	[	[	X
easat-8468	116	2	26	26	NUM
easat-8468	116	3	,	,	PUNCT
easat-8468	116	4	27	27	NUM
easat-8468	116	5	]	]	PUNCT
easat-8468	116	6	.	.	PUNCT
easat-8468	117	1	data	datum	NOUN
easat-8468	117	2	collection	collection	NOUN
easat-8468	117	3	was	be	AUX
easat-8468	117	4	carried	carry	VERB
easat-8468	117	5	out	out	ADP
easat-8468	117	6	through	through	ADP
easat-8468	117	7	several	several	ADJ
easat-8468	117	8	stages	stage	NOUN
easat-8468	117	9	.	.	PUNCT
easat-8468	118	1	starting	start	VERB
easat-8468	118	2	with	with	ADP
easat-8468	118	3	collecting	collect	VERB
easat-8468	118	4	medical	medical	ADJ
easat-8468	118	5	record	record	NOUN
easat-8468	118	6	documents	document	NOUN
easat-8468	118	7	of	of	ADP
easat-8468	118	8	ckd	ckd	PROPN
easat-8468	118	9	patients	patient	NOUN
easat-8468	118	10	from	from	ADP
easat-8468	118	11	waras	waras	PROPN
easat-8468	118	12	wiris	wiris	PROPN
easat-8468	118	13	hospital	hospital	NOUN
easat-8468	118	14	,	,	PUNCT
easat-8468	118	15	boyolali	boyolali	PROPN
easat-8468	118	16	,	,	PUNCT
easat-8468	118	17	then	then	ADV
easat-8468	118	18	an	an	DET
easat-8468	118	19	analysis	analysis	NOUN
easat-8468	118	20	of	of	ADP
easat-8468	118	21	the	the	DET
easat-8468	118	22	specificity	specificity	NOUN
easat-8468	118	23	of	of	ADP
easat-8468	118	24	writing	write	VERB
easat-8468	118	25	a	a	DET
easat-8468	118	26	ckd	ckd	NOUN
easat-8468	118	27	diagnosis	diagnosis	NOUN
easat-8468	118	28	was	be	AUX
easat-8468	118	29	carried	carry	VERB
easat-8468	118	30	out	out	ADP
easat-8468	118	31	which	which	PRON
easat-8468	118	32	was	be	AUX
easat-8468	118	33	categorized	categorize	VERB
easat-8468	118	34	into	into	ADP
easat-8468	118	35	specific	specific	ADJ
easat-8468	118	36	and	and	CCONJ
easat-8468	118	37	non	non	ADJ
easat-8468	118	38	-	-	ADJ
easat-8468	118	39	specific	specific	ADJ
easat-8468	118	40	diagnoses	diagnosis	NOUN
easat-8468	118	41	.	.	PUNCT
easat-8468	119	1	furthermore	furthermore	ADV
easat-8468	119	2	,	,	PUNCT
easat-8468	119	3	verification	verification	NOUN
easat-8468	119	4	of	of	ADP
easat-8468	119	5	the	the	DET
easat-8468	119	6	conformity	conformity	NOUN
easat-8468	119	7	of	of	ADP
easat-8468	119	8	the	the	DET
easat-8468	119	9	diagnosis	diagnosis	NOUN
easat-8468	119	10	code	code	NOUN
easat-8468	119	11	with	with	ADP
easat-8468	119	12	the	the	DET
easat-8468	119	13	relevant	relevant	ADJ
easat-8468	119	14	icd-10	icd-10	PRON
easat-8468	119	15	code	code	NOUN
easat-8468	119	16	was	be	AUX
easat-8468	119	17	carried	carry	VERB
easat-8468	119	18	out	out	ADP
easat-8468	119	19	to	to	PART
easat-8468	119	20	ensure	ensure	VERB
easat-8468	119	21	compliance	compliance	NOUN
easat-8468	119	22	with	with	ADP
easat-8468	119	23	applicable	applicable	ADJ
easat-8468	119	24	standards	standard	NOUN
easat-8468	119	25	.	.	PUNCT
easat-8468	120	1	the	the	DET
easat-8468	120	2	diagnostic	diagnostic	ADJ
easat-8468	120	3	code	code	NOUN
easat-8468	120	4	accuracy	accuracy	NOUN
easat-8468	120	5	verification	verification	NOUN
easat-8468	120	6	procedure	procedure	NOUN
easat-8468	120	7	includes	include	VERB
easat-8468	120	8	coding	code	VERB
easat-8468	120	9	the	the	DET
easat-8468	120	10	ckd	ckd	NOUN
easat-8468	120	11	diagnosis	diagnosis	NOUN
easat-8468	120	12	by	by	ADP
easat-8468	120	13	a	a	DET
easat-8468	120	14	team	team	NOUN
easat-8468	120	15	of	of	ADP
easat-8468	120	16	analysts	analyst	NOUN
easat-8468	120	17	based	base	VERB
easat-8468	120	18	on	on	ADP
easat-8468	120	19	icd-10	icd-10	DET
easat-8468	120	20	guidelines	guideline	NOUN
easat-8468	120	21	,	,	PUNCT
easat-8468	120	22	with	with	ADP
easat-8468	120	23	references	reference	NOUN
easat-8468	120	24	from	from	ADP
easat-8468	120	25	doctors	doctor	NOUN
easat-8468	120	26	or	or	CCONJ
easat-8468	120	27	medical	medical	ADJ
easat-8468	120	28	record	record	NOUN
easat-8468	120	29	experts	expert	NOUN
easat-8468	120	30	.	.	PUNCT
easat-8468	121	1	finally	finally	ADV
easat-8468	121	2	,	,	PUNCT
easat-8468	121	3	a	a	DET
easat-8468	121	4	re	re	NOUN
easat-8468	121	5	-	-	NOUN
easat-8468	121	6	check	check	NOUN
easat-8468	121	7	was	be	AUX
easat-8468	121	8	carried	carry	VERB
easat-8468	121	9	out	out	ADP
easat-8468	121	10	on	on	ADP
easat-8468	121	11	the	the	DET
easat-8468	121	12	codes	code	NOUN
easat-8468	121	13	attached	attach	VERB
easat-8468	121	14	to	to	ADP
easat-8468	121	15	the	the	DET
easat-8468	121	16	medical	medical	ADJ
easat-8468	121	17	record	record	NOUN
easat-8468	121	18	documents	document	NOUN
easat-8468	121	19	to	to	PART
easat-8468	121	20	ensure	ensure	VERB
easat-8468	121	21	coding	code	VERB
easat-8468	121	22	accuracy	accuracy	NOUN
easat-8468	121	23	.	.	PUNCT
easat-8468	122	1	data	datum	NOUN
easat-8468	122	2	analysis	analysis	NOUN
easat-8468	122	3	was	be	AUX
easat-8468	122	4	carried	carry	VERB
easat-8468	122	5	out	out	ADP
easat-8468	122	6	through	through	ADP
easat-8468	122	7	two	two	NUM
easat-8468	122	8	approaches	approach	NOUN
easat-8468	122	9	.	.	PUNCT
easat-8468	123	1	univariate	univariate	ADJ
easat-8468	123	2	analysis	analysis	NOUN
easat-8468	123	3	presents	present	VERB
easat-8468	123	4	the	the	DET
easat-8468	123	5	frequency	frequency	NOUN
easat-8468	123	6	distribution	distribution	NOUN
easat-8468	123	7	of	of	ADP
easat-8468	123	8	the	the	DET
easat-8468	123	9	specificity	specificity	NOUN
easat-8468	123	10	of	of	ADP
easat-8468	123	11	writing	write	VERB
easat-8468	123	12	a	a	DET
easat-8468	123	13	ckd	ckd	NOUN
easat-8468	123	14	diagnosis	diagnosis	NOUN
easat-8468	123	15	and	and	CCONJ
easat-8468	123	16	the	the	DET
easat-8468	123	17	accuracy	accuracy	NOUN
easat-8468	123	18	of	of	ADP
easat-8468	123	19	the	the	DET
easat-8468	123	20	diagnosis	diagnosis	NOUN
easat-8468	123	21	code	code	NOUN
easat-8468	123	22	which	which	PRON
easat-8468	123	23	is	be	AUX
easat-8468	123	24	divided	divide	VERB
easat-8468	123	25	into	into	ADP
easat-8468	123	26	two	two	NUM
easat-8468	123	27	categories	category	NOUN
easat-8468	123	28	:	:	PUNCT
easat-8468	123	29	specific	specific	ADJ
easat-8468	123	30	vs.	vs.	ADP
easat-8468	123	31	non	non	ADJ
easat-8468	123	32	-	-	ADJ
easat-8468	123	33	specific	specific	ADJ
easat-8468	123	34	and	and	CCONJ
easat-8468	123	35	accurate	accurate	ADJ
easat-8468	123	36	vs.	vs.	ADP
easat-8468	123	37	inaccurate	inaccurate	ADJ
easat-8468	123	38	based	base	VERB
easat-8468	123	39	on	on	ADP
easat-8468	123	40	the	the	DET
easat-8468	123	41	icd-10	icd-10	DET
easat-8468	123	42	code	code	NOUN
easat-8468	123	43	.	.	PUNCT
easat-8468	124	1	bivariate	bivariate	ADJ
easat-8468	124	2	analysis	analysis	NOUN
easat-8468	124	3	uses	use	VERB
easat-8468	124	4	the	the	DET
easat-8468	124	5	chi	chi	ADJ
easat-8468	124	6	-	-	PUNCT
easat-8468	124	7	square	square	ADJ
easat-8468	124	8	test	test	NOUN
easat-8468	124	9	to	to	PART
easat-8468	124	10	test	test	VERB
easat-8468	124	11	for	for	ADP
easat-8468	124	12	a	a	DET
easat-8468	124	13	significant	significant	ADJ
easat-8468	124	14	relationship	relationship	NOUN
easat-8468	124	15	between	between	ADP
easat-8468	124	16	the	the	DET
easat-8468	124	17	specificity	specificity	NOUN
easat-8468	124	18	of	of	ADP
easat-8468	124	19	writing	write	VERB
easat-8468	124	20	a	a	DET
easat-8468	124	21	diagnosis	diagnosis	NOUN
easat-8468	124	22	and	and	CCONJ
easat-8468	124	23	the	the	DET
easat-8468	124	24	accuracy	accuracy	NOUN
easat-8468	124	25	of	of	ADP
easat-8468	124	26	the	the	DET
easat-8468	124	27	ckd	ckd	PROPN
easat-8468	124	28	diagnosis	diagnosis	PROPN
easat-8468	124	29	code	code	PROPN
easat-8468	124	30	,	,	PUNCT
easat-8468	124	31	with	with	ADP
easat-8468	124	32	a	a	DET
easat-8468	124	33	p	p	NOUN
easat-8468	124	34	-	-	PUNCT
easat-8468	124	35	value	value	NOUN
easat-8468	124	36	<	<	NOUN
easat-8468	124	37	0.05	0.05	NUM
easat-8468	124	38	indicating	indicate	VERB
easat-8468	124	39	a	a	DET
easat-8468	124	40	significant	significant	ADJ
easat-8468	124	41	relationship	relationship	NOUN
easat-8468	124	42	.	.	PUNCT
easat-8468	125	1	the	the	DET
easat-8468	125	2	odds	odd	NOUN
easat-8468	125	3	ratio	ratio	NOUN
easat-8468	125	4	of	of	ADP
easat-8468	125	5	0.667	0.667	NUM
easat-8468	125	6	indicates	indicate	VERB
easat-8468	125	7	that	that	SCONJ
easat-8468	125	8	specificity	specificity	NOUN
easat-8468	125	9	of	of	ADP
easat-8468	125	10	diagnosis	diagnosis	NOUN
easat-8468	125	11	increases	increase	VERB
easat-8468	125	12	the	the	DET
easat-8468	125	13	chances	chance	NOUN
easat-8468	125	14	of	of	ADP
easat-8468	125	15	ckd	ckd	PROPN
easat-8468	125	16	code	code	PROPN
easat-8468	125	17	accuracy	accuracy	NOUN
easat-8468	125	18	by	by	ADP
easat-8468	125	19	0.667	0.667	NUM
easat-8468	125	20	times	time	NOUN
easat-8468	125	21	[	[	X
easat-8468	125	22	28	28	NUM
easat-8468	125	23	]	]	PUNCT
easat-8468	125	24	.	.	PUNCT
easat-8468	126	1	the	the	DET
easat-8468	126	2	validity	validity	NOUN
easat-8468	126	3	of	of	ADP
easat-8468	126	4	the	the	DET
easat-8468	126	5	data	datum	NOUN
easat-8468	126	6	was	be	AUX
easat-8468	126	7	maintained	maintain	VERB
easat-8468	126	8	by	by	ADP
easat-8468	126	9	testing	test	VERB
easat-8468	126	10	the	the	DET
easat-8468	126	11	validity	validity	NOUN
easat-8468	126	12	of	of	ADP
easat-8468	126	13	the	the	DET
easat-8468	126	14	instrument	instrument	NOUN
easat-8468	126	15	through	through	ADP
easat-8468	126	16	trials	trial	NOUN
easat-8468	126	17	and	and	CCONJ
easat-8468	126	18	testing	testing	NOUN
easat-8468	126	19	by	by	ADP
easat-8468	126	20	a	a	DET
easat-8468	126	21	team	team	NOUN
easat-8468	126	22	of	of	ADP
easat-8468	126	23	experts	expert	NOUN
easat-8468	126	24	,	,	PUNCT
easat-8468	126	25	who	who	PRON
easat-8468	126	26	ensured	ensure	VERB
easat-8468	126	27	that	that	SCONJ
easat-8468	126	28	the	the	DET
easat-8468	126	29	instrument	instrument	NOUN
easat-8468	126	30	measured	measure	VERB
easat-8468	126	31	the	the	DET
easat-8468	126	32	specificity	specificity	NOUN
easat-8468	126	33	of	of	ADP
easat-8468	126	34	the	the	DET
easat-8468	126	35	diagnosis	diagnosis	NOUN
easat-8468	126	36	and	and	CCONJ
easat-8468	126	37	code	code	NOUN
easat-8468	126	38	accuracy	accuracy	NOUN
easat-8468	126	39	correctly	correctly	ADV
easat-8468	126	40	.	.	PUNCT
easat-8468	127	1	verification	verification	NOUN
easat-8468	127	2	of	of	ADP
easat-8468	127	3	the	the	DET
easat-8468	127	4	ckd	ckd	PROPN
easat-8468	127	5	diagnosis	diagnosis	PROPN
easat-8468	127	6	code	code	NOUN
easat-8468	127	7	by	by	ADP
easat-8468	127	8	the	the	DET
easat-8468	127	9	analyst	analyst	NOUN
easat-8468	127	10	team	team	NOUN
easat-8468	127	11	using	use	VERB
easat-8468	127	12	the	the	DET
easat-8468	127	13	icd-10	icd-10	PRON
easat-8468	127	14	guidelines	guideline	NOUN
easat-8468	127	15	resulted	result	VERB
easat-8468	127	16	in	in	ADP
easat-8468	127	17	89	89	NUM
easat-8468	127	18	%	%	NOUN
easat-8468	127	19	accurate	accurate	ADJ
easat-8468	127	20	codes	code	NOUN
easat-8468	127	21	.	.	PUNCT
easat-8468	128	1	limitations	limitation	NOUN
easat-8468	128	2	of	of	ADP
easat-8468	128	3	the	the	DET
easat-8468	128	4	study	study	NOUN
easat-8468	128	5	include	include	VERB
easat-8468	128	6	bias	bias	NOUN
easat-8468	128	7	in	in	ADP
easat-8468	128	8	incomplete	incomplete	ADJ
easat-8468	128	9	medical	medical	ADJ
easat-8468	128	10	record	record	NOUN
easat-8468	128	11	data	datum	NOUN
easat-8468	128	12	and	and	CCONJ
easat-8468	128	13	coding	code	VERB
easat-8468	128	14	discrepancies	discrepancy	NOUN
easat-8468	128	15	that	that	PRON
easat-8468	128	16	were	be	AUX
easat-8468	128	17	not	not	PART
easat-8468	128	18	fully	fully	ADV
easat-8468	128	19	controlled	control	VERB
easat-8468	128	20	,	,	PUNCT
easat-8468	128	21	resulting	result	VERB
easat-8468	128	22	in	in	ADP
easat-8468	128	23	11	11	NUM
easat-8468	128	24	%	%	NOUN
easat-8468	128	25	of	of	ADP
easat-8468	128	26	documents	document	NOUN
easat-8468	128	27	having	have	VERB
easat-8468	128	28	coding	code	VERB
easat-8468	128	29	errors	error	NOUN
easat-8468	128	30	.	.	PUNCT
easat-8468	129	1	table	table	NOUN
easat-8468	129	2	2	2	NUM
easat-8468	129	3	.	.	PUNCT
easat-8468	129	4	results	result	NOUN
easat-8468	129	5	of	of	ADP
easat-8468	129	6	validity	validity	NOUN
easat-8468	129	7	test	test	NOUN
easat-8468	129	8	analysis	analysis	NOUN
easat-8468	129	9	.	.	PUNCT
easat-8468	130	1	analysis	analysis	NOUN
easat-8468	130	2	description	description	NOUN
easat-8468	130	3	results	result	VERB
easat-8468	130	4	chi	chi	ADJ
easat-8468	130	5	-	-	PUNCT
easat-8468	130	6	square	square	ADJ
easat-8468	130	7	test	test	NOUN
easat-8468	130	8	to	to	PART
easat-8468	130	9	test	test	VERB
easat-8468	130	10	the	the	DET
easat-8468	130	11	significant	significant	ADJ
easat-8468	130	12	relationship	relationship	NOUN
easat-8468	130	13	between	between	ADP
easat-8468	130	14	specificity	specificity	NOUN
easat-8468	130	15	of	of	ADP
easat-8468	130	16	diagnosis	diagnosis	NOUN
easat-8468	130	17	writing	writing	NOUN
easat-8468	130	18	and	and	CCONJ
easat-8468	130	19	accuracy	accuracy	NOUN
easat-8468	130	20	of	of	ADP
easat-8468	130	21	ckd	ckd	PROPN
easat-8468	130	22	diagnosis	diagnosis	NOUN
easat-8468	130	23	codes	code	NOUN
easat-8468	130	24	.	.	PUNCT
easat-8468	131	1	p	p	X
easat-8468	131	2	-	-	PUNCT
easat-8468	131	3	value	value	NOUN
easat-8468	131	4	<	<	X
easat-8468	131	5	0.05	0.05	NUM
easat-8468	131	6	(	(	PUNCT
easat-8468	131	7	significant	significant	ADJ
easat-8468	131	8	)	)	PUNCT
easat-8468	131	9	odd	odd	ADJ
easat-8468	131	10	ratio	ratio	NOUN
easat-8468	131	11	to	to	PART
easat-8468	131	12	measure	measure	VERB
easat-8468	131	13	the	the	DET
easat-8468	131	14	strength	strength	NOUN
easat-8468	131	15	of	of	ADP
easat-8468	131	16	the	the	DET
easat-8468	131	17	relationship	relationship	NOUN
easat-8468	131	18	between	between	ADP
easat-8468	131	19	specificity	specificity	NOUN
easat-8468	131	20	of	of	ADP
easat-8468	131	21	diagnosis	diagnosis	NOUN
easat-8468	131	22	writing	writing	NOUN
easat-8468	131	23	and	and	CCONJ
easat-8468	131	24	accuracy	accuracy	NOUN
easat-8468	131	25	of	of	ADP
easat-8468	131	26	ckd	ckd	PROPN
easat-8468	131	27	diagnosis	diagnosis	NOUN
easat-8468	131	28	codes	code	NOUN
easat-8468	131	29	.	.	PUNCT
easat-8468	132	1	odd	odd	ADJ
easat-8468	132	2	ratio	ratio	NOUN
easat-8468	132	3	=	=	SYM
easat-8468	132	4	0.667	0.667	NUM
easat-8468	132	5	icd-10	icd-10	DET
easat-8468	132	6	code	code	NOUN
easat-8468	132	7	accuracy	accuracy	NOUN
easat-8468	132	8	to	to	PART
easat-8468	132	9	verify	verify	VERB
easat-8468	132	10	the	the	DET
easat-8468	132	11	consistency	consistency	NOUN
easat-8468	132	12	and	and	CCONJ
easat-8468	132	13	accuracy	accuracy	NOUN
easat-8468	132	14	of	of	ADP
easat-8468	132	15	diagnosis	diagnosis	NOUN
easat-8468	132	16	codes	code	NOUN
easat-8468	132	17	based	base	VERB
easat-8468	132	18	on	on	ADP
easat-8468	132	19	icd-10	icd-10	DET
easat-8468	132	20	coding	coding	NOUN
easat-8468	132	21	performed	perform	VERB
easat-8468	132	22	by	by	ADP
easat-8468	132	23	the	the	DET
easat-8468	132	24	analysis	analysis	NOUN
easat-8468	132	25	team	team	NOUN
easat-8468	132	26	,	,	PUNCT
easat-8468	132	27	reducing	reduce	VERB
easat-8468	132	28	coding	code	VERB
easat-8468	132	29	errors	error	NOUN
easat-8468	132	30	.	.	PUNCT
easat-8468	133	1	89	89	NUM
easat-8468	133	2	%	%	NOUN
easat-8468	133	3	accurate	accurate	ADJ
easat-8468	133	4	,	,	PUNCT
easat-8468	133	5	11	11	NUM
easat-8468	133	6	%	%	NOUN
easat-8468	133	7	inaccurate	inaccurate	ADJ
easat-8468	133	8	limitations	limitation	NOUN
easat-8468	133	9	in	in	ADP
easat-8468	133	10	data	datum	NOUN
easat-8468	133	11	the	the	DET
easat-8468	133	12	possibility	possibility	NOUN
easat-8468	133	13	of	of	ADP
easat-8468	133	14	bias	bias	NOUN
easat-8468	133	15	or	or	CCONJ
easat-8468	133	16	data	datum	NOUN
easat-8468	133	17	inconsistency	inconsistency	NOUN
easat-8468	133	18	in	in	ADP
easat-8468	133	19	incomplete	incomplete	ADJ
easat-8468	133	20	medical	medical	ADJ
easat-8468	133	21	records	record	NOUN
easat-8468	133	22	,	,	PUNCT
easat-8468	133	23	as	as	ADV
easat-8468	133	24	well	well	ADV
easat-8468	133	25	as	as	ADP
easat-8468	133	26	coding	code	VERB
easat-8468	133	27	that	that	PRON
easat-8468	133	28	is	be	AUX
easat-8468	133	29	not	not	PART
easat-8468	133	30	always	always	ADV
easat-8468	133	31	consistent	consistent	ADJ
easat-8468	133	32	.	.	PUNCT
easat-8468	134	1	not	not	PART
easat-8468	134	2	fully	fully	ADV
easat-8468	134	3	controlled	control	VERB
easat-8468	134	4	,	,	PUNCT
easat-8468	134	5	high	high	ADJ
easat-8468	134	6	potential	potential	NOUN
easat-8468	134	7	for	for	ADP
easat-8468	134	8	bias	bias	NOUN
easat-8468	134	9	in	in	ADP
easat-8468	134	10	incomplete	incomplete	ADJ
easat-8468	134	11	documents	document	NOUN
easat-8468	134	12	4	4	NUM
easat-8468	134	13	.	.	PUNCT
easat-8468	134	14	results	result	VERB
easat-8468	134	15	4.1	4.1	NUM
easat-8468	134	16	.	.	PUNCT
easat-8468	135	1	the	the	DET
easat-8468	135	2	specificity	specificity	NOUN
easat-8468	135	3	of	of	ADP
easat-8468	135	4	writing	write	VERB
easat-8468	135	5	the	the	DET
easat-8468	135	6	diagnosis	diagnosis	NOUN
easat-8468	135	7	of	of	ADP
easat-8468	135	8	chronic	chronic	ADJ
easat-8468	135	9	kidney	kidney	NOUN
easat-8468	135	10	disease	disease	NOUN
easat-8468	135	11	the	the	DET
easat-8468	135	12	specificity	specificity	NOUN
easat-8468	135	13	of	of	ADP
easat-8468	135	14	writing	write	VERB
easat-8468	135	15	the	the	DET
easat-8468	135	16	diagnosis	diagnosis	NOUN
easat-8468	135	17	of	of	ADP
easat-8468	135	18	chronic	chronic	ADJ
easat-8468	135	19	kidney	kidney	NOUN
easat-8468	135	20	disease	disease	NOUN
easat-8468	135	21	(	(	PUNCT
easat-8468	135	22	ckd	ckd	NOUN
easat-8468	135	23	)	)	PUNCT
easat-8468	135	24	was	be	AUX
easat-8468	135	25	obtained	obtain	VERB
easat-8468	135	26	directly	directly	ADV
easat-8468	135	27	by	by	ADP
easat-8468	135	28	the	the	DET
easat-8468	135	29	researchers	researcher	NOUN
easat-8468	135	30	through	through	ADP
easat-8468	135	31	the	the	DET
easat-8468	135	32	analysis	analysis	NOUN
easat-8468	135	33	of	of	ADP
easat-8468	135	34	110	110	NUM
easat-8468	135	35	patient	patient	ADJ
easat-8468	135	36	medical	medical	ADJ
easat-8468	135	37	record	record	NOUN
easat-8468	135	38	documents	document	NOUN
easat-8468	135	39	.	.	PUNCT
easat-8468	136	1	the	the	DET
easat-8468	136	2	analysis	analysis	NOUN
easat-8468	136	3	categorized	categorize	VERB
easat-8468	136	4	the	the	DET
easat-8468	136	5	specificity	specificity	NOUN
easat-8468	136	6	of	of	ADP
easat-8468	136	7	ckd	ckd	PROPN
easat-8468	136	8	diagnosis	diagnosis	NOUN
easat-8468	136	9	writing	write	VERB
easat-8468	136	10	into	into	ADP
easat-8468	136	11	two	two	NUM
easat-8468	136	12	groups	group	NOUN
easat-8468	136	13	:	:	PUNCT
easat-8468	136	14	specific	specific	ADJ
easat-8468	136	15	and	and	CCONJ
easat-8468	136	16	non	non	ADJ
easat-8468	136	17	-	-	ADJ
easat-8468	136	18	specific	specific	ADJ
easat-8468	136	19	.	.	PUNCT
easat-8468	137	1	based	base	VERB
easat-8468	137	2	on	on	ADP
easat-8468	137	3	the	the	DET
easat-8468	137	4	results	result	NOUN
easat-8468	137	5	of	of	ADP
easat-8468	137	6	the	the	DET
easat-8468	137	7	observations	observation	NOUN
easat-8468	137	8	,	,	PUNCT
easat-8468	137	9	the	the	DET
easat-8468	137	10	number	number	NOUN
easat-8468	137	11	and	and	CCONJ
easat-8468	137	12	percentage	percentage	NOUN
easat-8468	137	13	of	of	ADP
easat-8468	137	14	each	each	DET
easat-8468	137	15	category	category	NOUN
easat-8468	137	16	are	be	AUX
easat-8468	137	17	as	as	SCONJ
easat-8468	137	18	follows	follow	VERB
easat-8468	137	19	:	:	PUNCT
easat-8468	137	20	table	table	NOUN
easat-8468	138	1	3	3	NUM
easat-8468	138	2	.	.	X
easat-8468	139	1	specificity	specificity	NOUN
easat-8468	139	2	of	of	ADP
easat-8468	139	3	writing	write	VERB
easat-8468	139	4	ckd	ckd	NOUN
easat-8468	139	5	diagnosis	diagnosis	NOUN
easat-8468	139	6	.	.	PUNCT
easat-8468	140	1	specificity	specificity	NOUN
easat-8468	140	2	of	of	ADP
easat-8468	140	3	diagnosis	diagnosis	NOUN
easat-8468	140	4	amount	amount	NOUN
easat-8468	140	5	percentage	percentage	NOUN
easat-8468	140	6	%	%	NOUN
easat-8468	140	7	specific	specific	ADJ
easat-8468	140	8	78	78	NUM
easat-8468	140	9	71	71	NUM
easat-8468	140	10	not	not	PART
easat-8468	140	11	specific	specific	ADJ
easat-8468	140	12	32	32	NUM
easat-8468	140	13	29	29	NUM
easat-8468	140	14	total	total	NOUN
easat-8468	140	15	110	110	NUM
easat-8468	140	16	100	100	NUM
easat-8468	140	17	2736	2736	NUM
easat-8468	140	18	edelweiss	edelweiss	PROPN
easat-8468	140	19	applied	apply	VERB
easat-8468	140	20	science	science	NOUN
easat-8468	140	21	and	and	CCONJ
easat-8468	140	22	technology	technology	NOUN
easat-8468	140	23	issn	issn	PROPN
easat-8468	140	24	:	:	PUNCT
easat-8468	140	25	2576	2576	NUM
easat-8468	140	26	-	-	SYM
easat-8468	140	27	8484	8484	NUM
easat-8468	140	28	vol	vol	NOUN
easat-8468	140	29	.	.	PROPN
easat-8468	141	1	9	9	NUM
easat-8468	141	2	,	,	PUNCT
easat-8468	141	3	no	no	INTJ
easat-8468	141	4	.	.	NOUN
easat-8468	142	1	6	6	NUM
easat-8468	142	2	:	:	SYM
easat-8468	142	3	2731	2731	NUM
easat-8468	142	4	-	-	SYM
easat-8468	142	5	2742	2742	NUM
easat-8468	142	6	,	,	PUNCT
easat-8468	142	7	2025	2025	NUM
easat-8468	142	8	doi	doi	NOUN
easat-8468	142	9	:	:	PUNCT
easat-8468	142	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	142	11	©	©	PROPN
easat-8468	142	12	2025	2025	NUM
easat-8468	142	13	by	by	ADP
easat-8468	142	14	the	the	DET
easat-8468	142	15	authors	author	NOUN
easat-8468	142	16	;	;	PUNCT
easat-8468	142	17	licensee	licensee	PROPN
easat-8468	142	18	learning	learning	NOUN
easat-8468	142	19	gate	gate	VERB
easat-8468	142	20	the	the	DET
easat-8468	142	21	specificity	specificity	NOUN
easat-8468	142	22	of	of	ADP
easat-8468	142	23	diagnosis	diagnosis	NOUN
easat-8468	142	24	writing	writing	NOUN
easat-8468	142	25	is	be	AUX
easat-8468	142	26	categorized	categorize	VERB
easat-8468	142	27	into	into	ADP
easat-8468	142	28	two	two	NUM
easat-8468	142	29	types	type	NOUN
easat-8468	142	30	:	:	PUNCT
easat-8468	142	31	specific	specific	ADJ
easat-8468	142	32	and	and	CCONJ
easat-8468	142	33	non	non	ADJ
easat-8468	142	34	-	-	ADJ
easat-8468	142	35	specific	specific	ADJ
easat-8468	142	36	.	.	PUNCT
easat-8468	143	1	a	a	DET
easat-8468	143	2	diagnosis	diagnosis	NOUN
easat-8468	143	3	is	be	AUX
easat-8468	143	4	considered	consider	VERB
easat-8468	143	5	specific	specific	ADJ
easat-8468	143	6	if	if	SCONJ
easat-8468	143	7	it	it	PRON
easat-8468	143	8	aligns	align	VERB
easat-8468	143	9	with	with	ADP
easat-8468	143	10	the	the	DET
easat-8468	143	11	classification	classification	NOUN
easat-8468	143	12	of	of	ADP
easat-8468	143	13	chronic	chronic	ADJ
easat-8468	143	14	kidney	kidney	NOUN
easat-8468	143	15	disease	disease	NOUN
easat-8468	143	16	(	(	PUNCT
easat-8468	143	17	ckd	ckd	NOUN
easat-8468	143	18	)	)	PUNCT
easat-8468	143	19	severity	severity	NOUN
easat-8468	143	20	,	,	PUNCT
easat-8468	143	21	ranging	range	VERB
easat-8468	143	22	from	from	ADP
easat-8468	143	23	stage	stage	NOUN
easat-8468	143	24	1	1	NUM
easat-8468	143	25	to	to	PART
easat-8468	143	26	stage	stage	VERB
easat-8468	143	27	5	5	NUM
easat-8468	143	28	.	.	PUNCT
easat-8468	144	1	conversely	conversely	ADV
easat-8468	144	2	,	,	PUNCT
easat-8468	144	3	a	a	DET
easat-8468	144	4	diagnosis	diagnosis	NOUN
easat-8468	144	5	is	be	AUX
easat-8468	144	6	considered	consider	VERB
easat-8468	144	7	non	non	ADJ
easat-8468	144	8	-	-	ADJ
easat-8468	144	9	specific	specific	ADJ
easat-8468	144	10	if	if	SCONJ
easat-8468	144	11	it	it	PRON
easat-8468	144	12	does	do	AUX
easat-8468	144	13	not	not	PART
easat-8468	144	14	correspond	correspond	VERB
easat-8468	144	15	to	to	ADP
easat-8468	144	16	the	the	DET
easat-8468	144	17	ckd	ckd	PROPN
easat-8468	144	18	severity	severity	PROPN
easat-8468	144	19	classification	classification	NOUN
easat-8468	144	20	(	(	PUNCT
easat-8468	144	21	stages	stage	NOUN
easat-8468	144	22	1	1	NUM
easat-8468	144	23	to	to	ADP
easat-8468	144	24	5	5	NUM
easat-8468	144	25	)	)	PUNCT
easat-8468	144	26	.	.	PUNCT
easat-8468	145	1	the	the	DET
easat-8468	145	2	detailed	detailed	ADJ
easat-8468	145	3	description	description	NOUN
easat-8468	145	4	is	be	AUX
easat-8468	145	5	as	as	SCONJ
easat-8468	145	6	follows	follow	VERB
easat-8468	145	7	:	:	PUNCT
easat-8468	145	8	table	table	NOUN
easat-8468	145	9	4	4	NUM
easat-8468	145	10	.	.	PUNCT
easat-8468	145	11	specificity	specificity	NOUN
easat-8468	145	12	of	of	ADP
easat-8468	145	13	writing	write	VERB
easat-8468	145	14	ckd	ckd	NOUN
easat-8468	145	15	diagnosis	diagnosis	NOUN
easat-8468	145	16	.	.	PUNCT
easat-8468	146	1	no	no	INTJ
easat-8468	146	2	.	.	PUNCT
easat-8468	147	1	diagnosis	diagnosis	NOUN
easat-8468	147	2	amount	amount	NOUN
easat-8468	147	3	percentage	percentage	NOUN
easat-8468	147	4	%	%	NOUN
easat-8468	147	5	1	1	NUM
easat-8468	147	6	.	.	PUNCT
easat-8468	148	1	ckd	ckd	PROPN
easat-8468	148	2	stage	stage	NOUN
easat-8468	148	3	1	1	NUM
easat-8468	148	4	1	1	NUM
easat-8468	148	5	1	1	NUM
easat-8468	148	6	2	2	NUM
easat-8468	148	7	.	.	PUNCT
easat-8468	149	1	ckd	ckd	PROPN
easat-8468	149	2	stage	stage	NOUN
easat-8468	149	3	2	2	NUM
easat-8468	149	4	8	8	NUM
easat-8468	149	5	10	10	NUM
easat-8468	149	6	3	3	NUM
easat-8468	149	7	.	.	PUNCT
easat-8468	150	1	ckd	ckd	PROPN
easat-8468	150	2	stage	stage	NOUN
easat-8468	150	3	3	3	NUM
easat-8468	150	4	13	13	NUM
easat-8468	150	5	17	17	NUM
easat-8468	150	6	4	4	NUM
easat-8468	150	7	.	.	PUNCT
easat-8468	151	1	ckd	ckd	PROPN
easat-8468	151	2	stage	stage	NOUN
easat-8468	151	3	4	4	NUM
easat-8468	151	4	20	20	NUM
easat-8468	151	5	25	25	NUM
easat-8468	151	6	5	5	NUM
easat-8468	151	7	.	.	PUNCT
easat-8468	152	1	ckd	ckd	PROPN
easat-8468	152	2	stage	stage	NOUN
easat-8468	152	3	5	5	NUM
easat-8468	152	4	36	36	NUM
easat-8468	152	5	47	47	NUM
easat-8468	152	6	total	total	NOUN
easat-8468	152	7	78	78	NUM
easat-8468	152	8	100	100	NUM
easat-8468	152	9	based	base	VERB
easat-8468	152	10	on	on	ADP
easat-8468	152	11	the	the	DET
easat-8468	152	12	table	table	NOUN
easat-8468	152	13	above	above	ADV
easat-8468	152	14	,	,	PUNCT
easat-8468	152	15	it	it	PRON
easat-8468	152	16	shows	show	VERB
easat-8468	152	17	that	that	SCONJ
easat-8468	152	18	the	the	DET
easat-8468	152	19	specificity	specificity	NOUN
easat-8468	152	20	of	of	ADP
easat-8468	152	21	writing	write	VERB
easat-8468	152	22	a	a	DET
easat-8468	152	23	ckd	ckd	NOUN
easat-8468	152	24	diagnosis	diagnosis	NOUN
easat-8468	152	25	with	with	ADP
easat-8468	152	26	the	the	DET
easat-8468	152	27	largest	large	ADJ
easat-8468	152	28	number	number	NOUN
easat-8468	152	29	of	of	ADP
easat-8468	152	30	cases	case	NOUN
easat-8468	152	31	is	be	AUX
easat-8468	152	32	in	in	ADP
easat-8468	152	33	the	the	DET
easat-8468	152	34	diagnosis	diagnosis	NOUN
easat-8468	152	35	of	of	ADP
easat-8468	152	36	ckd	ckd	PROPN
easat-8468	152	37	stage	stage	NOUN
easat-8468	152	38	5	5	NUM
easat-8468	152	39	with	with	ADP
easat-8468	152	40	a	a	DET
easat-8468	152	41	total	total	NOUN
easat-8468	152	42	of	of	ADP
easat-8468	152	43	36	36	NUM
easat-8468	152	44	documents	document	NOUN
easat-8468	152	45	with	with	ADP
easat-8468	152	46	a	a	DET
easat-8468	152	47	percentage	percentage	NOUN
easat-8468	152	48	of	of	ADP
easat-8468	152	49	47	47	NUM
easat-8468	152	50	%	%	NOUN
easat-8468	152	51	and	and	CCONJ
easat-8468	152	52	the	the	DET
easat-8468	152	53	lowest	low	ADJ
easat-8468	152	54	is	be	AUX
easat-8468	152	55	ckd	ckd	NOUN
easat-8468	152	56	stage	stage	NOUN
easat-8468	152	57	1	1	NUM
easat-8468	152	58	with	with	ADP
easat-8468	152	59	a	a	DET
easat-8468	152	60	percentage	percentage	NOUN
easat-8468	152	61	of	of	ADP
easat-8468	152	62	1	1	NUM
easat-8468	152	63	%	%	NOUN
easat-8468	152	64	.	.	PUNCT
easat-8468	153	1	based	base	VERB
easat-8468	153	2	on	on	ADP
easat-8468	153	3	the	the	DET
easat-8468	153	4	results	result	NOUN
easat-8468	153	5	of	of	ADP
easat-8468	153	6	observations	observation	NOUN
easat-8468	153	7	of	of	ADP
easat-8468	153	8	110	110	NUM
easat-8468	153	9	medical	medical	ADJ
easat-8468	153	10	record	record	NOUN
easat-8468	153	11	files	file	NOUN
easat-8468	153	12	in	in	ADP
easat-8468	153	13	ckd	ckd	PROPN
easat-8468	153	14	,	,	PUNCT
easat-8468	153	15	32	32	NUM
easat-8468	153	16	files	file	NOUN
easat-8468	153	17	were	be	AUX
easat-8468	153	18	obtained	obtain	VERB
easat-8468	153	19	that	that	PRON
easat-8468	153	20	were	be	AUX
easat-8468	153	21	not	not	PART
easat-8468	153	22	specific	specific	ADJ
easat-8468	153	23	.	.	PUNCT
easat-8468	154	1	the	the	DET
easat-8468	154	2	results	result	NOUN
easat-8468	154	3	of	of	ADP
easat-8468	154	4	the	the	DET
easat-8468	154	5	nonspecificity	nonspecificity	NOUN
easat-8468	154	6	of	of	ADP
easat-8468	154	7	writing	write	VERB
easat-8468	154	8	the	the	DET
easat-8468	154	9	diagnosis	diagnosis	NOUN
easat-8468	154	10	are	be	AUX
easat-8468	154	11	as	as	SCONJ
easat-8468	154	12	follows	follow	VERB
easat-8468	154	13	:	:	PUNCT
easat-8468	154	14	table	table	NOUN
easat-8468	154	15	5	5	NUM
easat-8468	154	16	.	.	PUNCT
easat-8468	155	1	nonspecificity	nonspecificity	NOUN
easat-8468	155	2	of	of	ADP
easat-8468	155	3	ckd	ckd	PROPN
easat-8468	155	4	diagnosis	diagnosis	NOUN
easat-8468	155	5	writing	writing	NOUN
easat-8468	155	6	.	.	PUNCT
easat-8468	156	1	no	no	INTJ
easat-8468	156	2	.	.	PUNCT
easat-8468	157	1	diagnosis	diagnosis	NOUN
easat-8468	157	2	specific	specific	ADJ
easat-8468	157	3	non	non	ADJ
easat-8468	157	4	-	-	ADJ
easat-8468	157	5	specific	specific	ADJ
easat-8468	157	6	caused	cause	VERB
easat-8468	157	7	1	1	NUM
easat-8468	157	8	ckd	ckd	PROPN
easat-8468	157	9	32	32	NUM
easat-8468	157	10	because	because	SCONJ
easat-8468	157	11	the	the	DET
easat-8468	157	12	writing	writing	NOUN
easat-8468	157	13	of	of	ADP
easat-8468	157	14	the	the	DET
easat-8468	157	15	ckd	ckd	PROPN
easat-8468	157	16	type	type	NOUN
easat-8468	157	17	is	be	AUX
easat-8468	157	18	not	not	PART
easat-8468	157	19	specific	specific	ADJ
easat-8468	157	20	according	accord	VERB
easat-8468	157	21	to	to	ADP
easat-8468	157	22	the	the	DET
easat-8468	157	23	icd	icd	PROPN
easat-8468	157	24	total	total	ADJ
easat-8468	157	25	32	32	NUM
easat-8468	157	26	based	base	VERB
easat-8468	157	27	on	on	ADP
easat-8468	157	28	the	the	DET
easat-8468	157	29	table	table	NOUN
easat-8468	157	30	above	above	ADV
easat-8468	158	1	,	,	PUNCT
easat-8468	158	2	it	it	PRON
easat-8468	158	3	shows	show	VERB
easat-8468	158	4	that	that	SCONJ
easat-8468	158	5	there	there	PRON
easat-8468	158	6	are	be	VERB
easat-8468	158	7	32	32	NUM
easat-8468	158	8	documents	document	NOUN
easat-8468	158	9	that	that	PRON
easat-8468	158	10	are	be	AUX
easat-8468	158	11	not	not	PART
easat-8468	158	12	as	as	ADV
easat-8468	158	13	specific	specific	ADJ
easat-8468	158	14	as	as	ADP
easat-8468	158	15	the	the	DET
easat-8468	158	16	diagnosis	diagnosis	NOUN
easat-8468	158	17	written	write	VERB
easat-8468	158	18	because	because	SCONJ
easat-8468	158	19	they	they	PRON
easat-8468	158	20	do	do	AUX
easat-8468	158	21	not	not	PART
easat-8468	158	22	write	write	VERB
easat-8468	158	23	the	the	DET
easat-8468	158	24	details	detail	NOUN
easat-8468	158	25	of	of	ADP
easat-8468	158	26	the	the	DET
easat-8468	158	27	type	type	NOUN
easat-8468	158	28	of	of	ADP
easat-8468	158	29	ckd	ckd	PROPN
easat-8468	158	30	according	accord	VERB
easat-8468	158	31	to	to	ADP
easat-8468	158	32	the	the	DET
easat-8468	158	33	icd	icd	NOUN
easat-8468	158	34	.	.	PUNCT
easat-8468	159	1	4.2	4.2	NUM
easat-8468	159	2	.	.	PUNCT
easat-8468	159	3	accuracy	accuracy	NOUN
easat-8468	159	4	of	of	ADP
easat-8468	159	5	chronic	chronic	ADJ
easat-8468	159	6	kidney	kidney	NOUN
easat-8468	159	7	disease	disease	NOUN
easat-8468	159	8	diagnosis	diagnosis	NOUN
easat-8468	159	9	code	code	VERB
easat-8468	159	10	the	the	DET
easat-8468	159	11	accuracy	accuracy	NOUN
easat-8468	159	12	of	of	ADP
easat-8468	159	13	the	the	DET
easat-8468	159	14	chronic	chronic	ADJ
easat-8468	159	15	kidney	kidney	NOUN
easat-8468	159	16	disease	disease	NOUN
easat-8468	159	17	diagnosis	diagnosis	NOUN
easat-8468	159	18	code	code	NOUN
easat-8468	159	19	is	be	AUX
easat-8468	159	20	data	datum	NOUN
easat-8468	159	21	obtained	obtain	VERB
easat-8468	159	22	by	by	ADP
easat-8468	159	23	researchers	researcher	NOUN
easat-8468	159	24	by	by	ADP
easat-8468	159	25	observing	observe	VERB
easat-8468	159	26	110	110	NUM
easat-8468	159	27	medical	medical	ADJ
easat-8468	159	28	record	record	NOUN
easat-8468	159	29	documents	document	NOUN
easat-8468	159	30	.	.	PUNCT
easat-8468	160	1	the	the	DET
easat-8468	160	2	analysis	analysis	NOUN
easat-8468	160	3	of	of	ADP
easat-8468	160	4	the	the	DET
easat-8468	160	5	accuracy	accuracy	NOUN
easat-8468	160	6	of	of	ADP
easat-8468	160	7	the	the	DET
easat-8468	160	8	chronic	chronic	ADJ
easat-8468	160	9	kidney	kidney	NOUN
easat-8468	160	10	disease	disease	NOUN
easat-8468	160	11	diagnosis	diagnosis	NOUN
easat-8468	160	12	code	code	NOUN
easat-8468	160	13	is	be	AUX
easat-8468	160	14	divided	divide	VERB
easat-8468	160	15	into	into	ADP
easat-8468	160	16	two	two	NUM
easat-8468	160	17	,	,	PUNCT
easat-8468	160	18	namely	namely	ADV
easat-8468	160	19	accurate	accurate	ADJ
easat-8468	160	20	and	and	CCONJ
easat-8468	160	21	inaccurate	inaccurate	ADJ
easat-8468	160	22	.	.	PUNCT
easat-8468	161	1	based	base	VERB
easat-8468	161	2	on	on	ADP
easat-8468	161	3	observations	observation	NOUN
easat-8468	161	4	,	,	PUNCT
easat-8468	161	5	the	the	DET
easat-8468	161	6	number	number	NOUN
easat-8468	161	7	and	and	CCONJ
easat-8468	161	8	percentage	percentage	NOUN
easat-8468	161	9	of	of	ADP
easat-8468	161	10	code	code	NOUN
easat-8468	161	11	accuracy	accuracy	NOUN
easat-8468	161	12	are	be	AUX
easat-8468	161	13	as	as	SCONJ
easat-8468	161	14	follows	follow	VERB
easat-8468	161	15	:	:	PUNCT
easat-8468	161	16	table	table	NOUN
easat-8468	161	17	6	6	NUM
easat-8468	161	18	.	.	PUNCT
easat-8468	161	19	accuracy	accuracy	NOUN
easat-8468	161	20	of	of	ADP
easat-8468	161	21	chronic	chronic	ADJ
easat-8468	161	22	kidney	kidney	NOUN
easat-8468	161	23	disease	disease	NOUN
easat-8468	161	24	diagnosis	diagnosis	NOUN
easat-8468	161	25	codes	code	NOUN
easat-8468	161	26	.	.	PUNCT
easat-8468	162	1	accuracy	accuracy	NOUN
easat-8468	162	2	of	of	ADP
easat-8468	162	3	code	code	NOUN
easat-8468	162	4	amount	amount	NOUN
easat-8468	162	5	percentage	percentage	NOUN
easat-8468	162	6	%	%	NOUN
easat-8468	162	7	accurate	accurate	ADJ
easat-8468	162	8	98	98	NUM
easat-8468	162	9	89	89	NUM
easat-8468	162	10	not	not	PART
easat-8468	162	11	accurate	accurate	ADJ
easat-8468	162	12	12	12	NUM
easat-8468	162	13	11	11	NUM
easat-8468	162	14	total	total	NOUN
easat-8468	162	15	110	110	NUM
easat-8468	162	16	100	100	NUM
easat-8468	162	17	inaccuracy	inaccuracy	NOUN
easat-8468	162	18	of	of	ADP
easat-8468	162	19	chronic	chronic	ADJ
easat-8468	162	20	kidney	kidney	NOUN
easat-8468	162	21	disease	disease	NOUN
easat-8468	162	22	diagnosis	diagnosis	NOUN
easat-8468	162	23	codes	code	NOUN
easat-8468	162	24	due	due	ADP
easat-8468	162	25	to	to	ADP
easat-8468	162	26	coders	coder	NOUN
easat-8468	162	27	making	make	VERB
easat-8468	162	28	mistakes	mistake	NOUN
easat-8468	162	29	in	in	ADP
easat-8468	162	30	determining	determine	VERB
easat-8468	162	31	diagnosis	diagnosis	NOUN
easat-8468	162	32	codes	code	NOUN
easat-8468	162	33	was	be	AUX
easat-8468	162	34	found	find	VERB
easat-8468	162	35	in	in	ADP
easat-8468	162	36	2	2	NUM
easat-8468	162	37	documents	document	NOUN
easat-8468	162	38	out	out	ADP
easat-8468	162	39	of	of	ADP
easat-8468	162	40	110	110	NUM
easat-8468	162	41	documents	document	NOUN
easat-8468	162	42	.	.	PUNCT
easat-8468	163	1	the	the	DET
easat-8468	163	2	results	result	NOUN
easat-8468	163	3	of	of	ADP
easat-8468	163	4	the	the	DET
easat-8468	163	5	inaccuracy	inaccuracy	NOUN
easat-8468	163	6	are	be	AUX
easat-8468	163	7	as	as	SCONJ
easat-8468	163	8	follows	follow	VERB
easat-8468	163	9	:	:	PUNCT
easat-8468	163	10	2737	2737	NUM
easat-8468	163	11	edelweiss	edelweiss	PROPN
easat-8468	163	12	applied	apply	VERB
easat-8468	163	13	science	science	NOUN
easat-8468	163	14	and	and	CCONJ
easat-8468	163	15	technology	technology	NOUN
easat-8468	163	16	issn	issn	PROPN
easat-8468	163	17	:	:	PUNCT
easat-8468	163	18	2576	2576	NUM
easat-8468	163	19	-	-	SYM
easat-8468	163	20	8484	8484	NUM
easat-8468	163	21	vol	vol	NOUN
easat-8468	163	22	.	.	PROPN
easat-8468	164	1	9	9	NUM
easat-8468	164	2	,	,	PUNCT
easat-8468	164	3	no	no	INTJ
easat-8468	164	4	.	.	NOUN
easat-8468	165	1	6	6	NUM
easat-8468	165	2	:	:	SYM
easat-8468	165	3	2731	2731	NUM
easat-8468	165	4	-	-	SYM
easat-8468	165	5	2742	2742	NUM
easat-8468	165	6	,	,	PUNCT
easat-8468	165	7	2025	2025	NUM
easat-8468	165	8	doi	doi	NOUN
easat-8468	165	9	:	:	PUNCT
easat-8468	165	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	165	11	©	©	PROPN
easat-8468	165	12	2025	2025	NUM
easat-8468	165	13	by	by	ADP
easat-8468	165	14	the	the	DET
easat-8468	165	15	authors	author	NOUN
easat-8468	165	16	;	;	PUNCT
easat-8468	165	17	licensee	licensee	PROPN
easat-8468	165	18	learning	learn	VERB
easat-8468	165	19	gate	gate	NOUN
easat-8468	165	20	table	table	NOUN
easat-8468	165	21	7	7	NUM
easat-8468	165	22	.	.	PUNCT
easat-8468	166	1	inaccuracy	inaccuracy	NOUN
easat-8468	166	2	of	of	ADP
easat-8468	166	3	ckd	ckd	PROPN
easat-8468	166	4	diagnosis	diagnosis	NOUN
easat-8468	166	5	codes	code	VERB
easat-8468	166	6	wrong	wrong	ADJ
easat-8468	166	7	code	code	NOUN
easat-8468	166	8	.	.	PUNCT
easat-8468	167	1	no	no	INTJ
easat-8468	167	2	.	.	PUNCT
easat-8468	168	1	diagnosis	diagnosis	NOUN
easat-8468	168	2	code	code	NOUN
easat-8468	168	3	information	information	NOUN
easat-8468	168	4	1	1	NUM
easat-8468	168	5	ckd	ckd	PROPN
easat-8468	168	6	dan	dan	PROPN
easat-8468	168	7	cholic	cholic	PROPN
easat-8468	168	8	abdomen	abdomen	VERB
easat-8468	168	9	n18.2	n18.2	NUM
easat-8468	169	1	j18.0	j18.0	PROPN
easat-8468	170	1	it	it	PRON
easat-8468	170	2	is	be	AUX
easat-8468	170	3	not	not	PART
easat-8468	170	4	accurate	accurate	ADJ
easat-8468	170	5	because	because	SCONJ
easat-8468	170	6	on	on	ADP
easat-8468	170	7	all	all	DET
easat-8468	170	8	the	the	DET
easat-8468	170	9	medical	medical	ADJ
easat-8468	170	10	record	record	NOUN
easat-8468	170	11	resume	resume	NOUN
easat-8468	170	12	,	,	PUNCT
easat-8468	170	13	cppt	cppt	NOUN
easat-8468	170	14	and	and	CCONJ
easat-8468	170	15	supporting	support	VERB
easat-8468	170	16	documents	document	NOUN
easat-8468	170	17	,	,	PUNCT
easat-8468	170	18	the	the	DET
easat-8468	170	19	patient	patient	NOUN
easat-8468	170	20	's	's	PART
easat-8468	170	21	diagnosis	diagnosis	NOUN
easat-8468	170	22	is	be	AUX
easat-8468	170	23	written	write	VERB
easat-8468	170	24	as	as	ADP
easat-8468	170	25	ckd	ckd	PROPN
easat-8468	170	26	.	.	PUNCT
easat-8468	171	1	the	the	DET
easat-8468	171	2	diagnosis	diagnosis	NOUN
easat-8468	171	3	of	of	ADP
easat-8468	171	4	ckd	ckd	PROPN
easat-8468	171	5	should	should	AUX
easat-8468	171	6	be	be	AUX
easat-8468	171	7	n18.9	n18.9	PROPN
easat-8468	171	8	,	,	PUNCT
easat-8468	171	9	not	not	PART
easat-8468	171	10	n18.2	n18.2	NUM
easat-8468	171	11	.	.	NOUN
easat-8468	171	12	2	2	NUM
easat-8468	171	13	febris	febris	ADP
easat-8468	171	14	viral	viral	ADJ
easat-8468	171	15	dan	dan	PROPN
easat-8468	171	16	ckd	ckd	PROPN
easat-8468	171	17	stage	stage	NOUN
easat-8468	171	18	4	4	NUM
easat-8468	171	19	b34.9	b34.9	NOUN
easat-8468	171	20	n18.5	n18.5	PROPN
easat-8468	171	21	it	it	PRON
easat-8468	171	22	is	be	AUX
easat-8468	171	23	not	not	PART
easat-8468	171	24	accurate	accurate	ADJ
easat-8468	171	25	because	because	SCONJ
easat-8468	171	26	the	the	DET
easat-8468	171	27	supporting	support	VERB
easat-8468	171	28	examination	examination	NOUN
easat-8468	171	29	shows	show	VERB
easat-8468	171	30	ckd	ckd	PROPN
easat-8468	171	31	stage	stage	NOUN
easat-8468	171	32	4	4	NUM
easat-8468	171	33	,	,	PUNCT
easat-8468	171	34	for	for	ADP
easat-8468	171	35	ckd	ckd	PROPN
easat-8468	171	36	stage	stage	NOUN
easat-8468	171	37	4	4	NUM
easat-8468	171	38	the	the	DET
easat-8468	171	39	code	code	NOUN
easat-8468	171	40	is	be	AUX
easat-8468	171	41	n18.4	n18.4	NOUN
easat-8468	171	42	not	not	PART
easat-8468	171	43	n18.5	n18.5	NUM
easat-8468	171	44	inaccuracy	inaccuracy	NOUN
easat-8468	171	45	of	of	ADP
easat-8468	171	46	the	the	DET
easat-8468	171	47	code	code	NOUN
easat-8468	171	48	due	due	ADP
easat-8468	171	49	to	to	ADP
easat-8468	171	50	errors	error	NOUN
easat-8468	171	51	in	in	ADP
easat-8468	171	52	coding	coding	NOUN
easat-8468	171	53	occurred	occur	VERB
easat-8468	171	54	in	in	ADP
easat-8468	171	55	2	2	NUM
easat-8468	171	56	diagnoses	diagnosis	NOUN
easat-8468	171	57	,	,	PUNCT
easat-8468	171	58	namely	namely	ADV
easat-8468	171	59	in	in	ADP
easat-8468	171	60	the	the	DET
easat-8468	171	61	diagnosis	diagnosis	NOUN
easat-8468	171	62	of	of	ADP
easat-8468	171	63	ckd	ckd	PROPN
easat-8468	171	64	the	the	DET
easat-8468	171	65	hospital	hospital	NOUN
easat-8468	171	66	gave	give	VERB
easat-8468	171	67	the	the	DET
easat-8468	171	68	code	code	NOUN
easat-8468	171	69	n18.2	n18.2	NUM
easat-8468	171	70	chronic	chronic	ADJ
easat-8468	171	71	kidney	kidney	NOUN
easat-8468	171	72	disease	disease	NOUN
easat-8468	171	73	,	,	PUNCT
easat-8468	171	74	stage	stage	NOUN
easat-8468	171	75	2	2	NUM
easat-8468	171	76	while	while	SCONJ
easat-8468	171	77	the	the	DET
easat-8468	171	78	researcher	researcher	NOUN
easat-8468	171	79	applied	apply	VERB
easat-8468	171	80	the	the	DET
easat-8468	171	81	code	code	NOUN
easat-8468	171	82	n18.9	n18.9	PROPN
easat-8468	171	83	,	,	PUNCT
easat-8468	171	84	namely	namely	ADV
easat-8468	171	85	chronic	chronic	ADJ
easat-8468	171	86	kidney	kidney	NOUN
easat-8468	171	87	disease	disease	NOUN
easat-8468	171	88	unspecified	unspecified	ADJ
easat-8468	171	89	based	base	VERB
easat-8468	171	90	on	on	ADP
easat-8468	171	91	the	the	DET
easat-8468	171	92	medical	medical	ADJ
easat-8468	171	93	record	record	NOUN
easat-8468	171	94	resume	resume	NOUN
easat-8468	171	95	document	document	NOUN
easat-8468	171	96	sheet	sheet	NOUN
easat-8468	171	97	,	,	PUNCT
easat-8468	171	98	cppt	cppt	NOUN
easat-8468	171	99	and	and	CCONJ
easat-8468	171	100	supporting	support	VERB
easat-8468	171	101	documents	document	NOUN
easat-8468	171	102	showing	show	VERB
easat-8468	171	103	the	the	DET
easat-8468	171	104	patient	patient	NOUN
easat-8468	171	105	was	be	AUX
easat-8468	171	106	diagnosed	diagnose	VERB
easat-8468	171	107	with	with	ADP
easat-8468	171	108	chronic	chronic	ADJ
easat-8468	171	109	kidney	kidney	NOUN
easat-8468	171	110	disease	disease	NOUN
easat-8468	171	111	unspecified	unspecified	ADJ
easat-8468	171	112	.	.	PUNCT
easat-8468	172	1	for	for	ADP
easat-8468	172	2	the	the	DET
easat-8468	172	3	diagnosis	diagnosis	NOUN
easat-8468	172	4	of	of	ADP
easat-8468	172	5	ckd	ckd	PROPN
easat-8468	172	6	stage	stage	NOUN
easat-8468	172	7	4	4	NUM
easat-8468	172	8	the	the	DET
easat-8468	172	9	hospital	hospital	NOUN
easat-8468	172	10	gave	give	VERB
easat-8468	172	11	the	the	DET
easat-8468	172	12	code	code	NOUN
easat-8468	172	13	n18.5	n18.5	PROPN
easat-8468	172	14	,	,	PUNCT
easat-8468	172	15	namely	namely	ADV
easat-8468	172	16	chronic	chronic	ADJ
easat-8468	172	17	kidney	kidney	NOUN
easat-8468	172	18	disease	disease	NOUN
easat-8468	172	19	,	,	PUNCT
easat-8468	172	20	stage	stage	NOUN
easat-8468	172	21	5	5	NUM
easat-8468	172	22	while	while	SCONJ
easat-8468	172	23	the	the	DET
easat-8468	172	24	researcher	researcher	NOUN
easat-8468	172	25	applied	apply	VERB
easat-8468	172	26	the	the	DET
easat-8468	172	27	code	code	NOUN
easat-8468	172	28	n18.4	n18.4	X
easat-8468	172	29	chronic	chronic	ADJ
easat-8468	172	30	kidney	kidney	NOUN
easat-8468	172	31	disease	disease	NOUN
easat-8468	172	32	,	,	PUNCT
easat-8468	172	33	stage	stage	NOUN
easat-8468	172	34	4	4	NUM
easat-8468	172	35	based	base	VERB
easat-8468	172	36	on	on	ADP
easat-8468	172	37	the	the	DET
easat-8468	172	38	results	result	NOUN
easat-8468	172	39	of	of	ADP
easat-8468	172	40	supporting	support	VERB
easat-8468	172	41	examinations	examination	NOUN
easat-8468	172	42	showing	show	VERB
easat-8468	172	43	the	the	DET
easat-8468	172	44	diagnosis	diagnosis	NOUN
easat-8468	172	45	of	of	ADP
easat-8468	172	46	chronic	chronic	ADJ
easat-8468	172	47	kidney	kidney	NOUN
easat-8468	172	48	disease	disease	NOUN
easat-8468	172	49	,	,	PUNCT
easat-8468	172	50	stage	stage	NOUN
easat-8468	172	51	4	4	NUM
easat-8468	172	52	the	the	DET
easat-8468	172	53	inaccuracy	inaccuracy	NOUN
easat-8468	172	54	of	of	ADP
easat-8468	172	55	the	the	DET
easat-8468	172	56	code	code	NOUN
easat-8468	172	57	was	be	AUX
easat-8468	172	58	caused	cause	VERB
easat-8468	172	59	by	by	ADP
easat-8468	172	60	the	the	DET
easat-8468	172	61	lack	lack	NOUN
easat-8468	172	62	of	of	ADP
easat-8468	172	63	coder	coder	NOUN
easat-8468	172	64	accuracy	accuracy	NOUN
easat-8468	172	65	when	when	SCONJ
easat-8468	172	66	carrying	carry	VERB
easat-8468	172	67	out	out	ADP
easat-8468	172	68	the	the	DET
easat-8468	172	69	coding	code	VERB
easat-8468	172	70	process	process	NOUN
easat-8468	172	71	.	.	PUNCT
easat-8468	173	1	inaccuracy	inaccuracy	NOUN
easat-8468	173	2	of	of	ADP
easat-8468	173	3	chronic	chronic	ADJ
easat-8468	173	4	kidney	kidney	NOUN
easat-8468	173	5	disease	disease	NOUN
easat-8468	173	6	diagnosis	diagnosis	NOUN
easat-8468	173	7	codes	code	NOUN
easat-8468	173	8	due	due	ADP
easat-8468	173	9	to	to	ADP
easat-8468	173	10	coders	coder	NOUN
easat-8468	173	11	not	not	PART
easat-8468	173	12	providing	provide	VERB
easat-8468	173	13	diagnosis	diagnosis	NOUN
easat-8468	173	14	codes	code	NOUN
easat-8468	173	15	on	on	ADP
easat-8468	173	16	medical	medical	ADJ
easat-8468	173	17	record	record	NOUN
easat-8468	173	18	documents	document	NOUN
easat-8468	173	19	was	be	AUX
easat-8468	173	20	found	find	VERB
easat-8468	173	21	in	in	ADP
easat-8468	173	22	10	10	NUM
easat-8468	173	23	documents	document	NOUN
easat-8468	173	24	out	out	ADP
easat-8468	173	25	of	of	ADP
easat-8468	173	26	110	110	NUM
easat-8468	173	27	documents	document	NOUN
easat-8468	173	28	.	.	PUNCT
easat-8468	174	1	the	the	DET
easat-8468	174	2	results	result	NOUN
easat-8468	174	3	of	of	ADP
easat-8468	174	4	the	the	DET
easat-8468	174	5	inaccuracy	inaccuracy	NOUN
easat-8468	174	6	are	be	AUX
easat-8468	174	7	as	as	SCONJ
easat-8468	174	8	follows	follow	VERB
easat-8468	174	9	:	:	PUNCT
easat-8468	174	10	table	table	NOUN
easat-8468	174	11	8	8	NUM
easat-8468	174	12	.	.	PUNCT
easat-8468	174	13	table	table	NOUN
easat-8468	174	14	of	of	ADP
easat-8468	174	15	inaccuracy	inaccuracy	NOUN
easat-8468	174	16	of	of	ADP
easat-8468	174	17	chronic	chronic	ADJ
easat-8468	174	18	kidney	kidney	NOUN
easat-8468	174	19	disease	disease	NOUN
easat-8468	174	20	diagnosis	diagnosis	NOUN
easat-8468	174	21	codes	code	NOUN
easat-8468	174	22	due	due	ADP
easat-8468	174	23	to	to	ADP
easat-8468	174	24	not	not	PART
easat-8468	174	25	coding	code	VERB
easat-8468	174	26	.	.	PUNCT
easat-8468	175	1	no	no	INTJ
easat-8468	175	2	.	.	PUNCT
easat-8468	176	1	diagnosis	diagnosis	NOUN
easat-8468	176	2	code	code	NOUN
easat-8468	176	3	amount	amount	NOUN
easat-8468	176	4	information	information	NOUN
easat-8468	176	5	1	1	NUM
easat-8468	176	6	.	.	PUNCT
easat-8468	177	1	ckd	ckd	PROPN
easat-8468	177	2	with	with	ADP
easat-8468	177	3	anemia	anemia	NOUN
easat-8468	177	4	1	1	NUM
easat-8468	177	5	inaccurate	inaccurate	ADJ
easat-8468	177	6	because	because	SCONJ
easat-8468	177	7	it	it	PRON
easat-8468	177	8	is	be	AUX
easat-8468	177	9	not	not	PART
easat-8468	177	10	coded	code	VERB
easat-8468	177	11	on	on	ADP
easat-8468	177	12	the	the	DET
easat-8468	177	13	manual	manual	ADJ
easat-8468	177	14	medical	medical	ADJ
easat-8468	177	15	resume	resume	NOUN
easat-8468	177	16	for	for	ADP
easat-8468	177	17	the	the	DET
easat-8468	177	18	diagnosis	diagnosis	NOUN
easat-8468	177	19	of	of	ADP
easat-8468	177	20	ckd	ckd	NOUN
easat-8468	177	21	it	it	PRON
easat-8468	177	22	should	should	AUX
easat-8468	177	23	be	be	AUX
easat-8468	177	24	coded	code	VERB
easat-8468	177	25	n18.9	n18.9	PROPN
easat-8468	177	26	and	and	CCONJ
easat-8468	177	27	for	for	ADP
easat-8468	177	28	the	the	DET
easat-8468	177	29	diagnosis	diagnosis	NOUN
easat-8468	177	30	of	of	ADP
easat-8468	177	31	anemia	anemia	NOUN
easat-8468	177	32	d63.8	d63.8	PROPN
easat-8468	177	33	2	2	NUM
easat-8468	177	34	hhd	hhd	NOUN
easat-8468	177	35	with	with	ADP
easat-8468	177	36	ckd	ckd	PROPN
easat-8468	177	37	stage	stage	NOUN
easat-8468	177	38	4	4	NUM
easat-8468	177	39	1	1	NUM
easat-8468	177	40	inaccurate	inaccurate	ADJ
easat-8468	177	41	because	because	SCONJ
easat-8468	177	42	it	it	PRON
easat-8468	177	43	is	be	AUX
easat-8468	177	44	not	not	PART
easat-8468	177	45	coded	code	VERB
easat-8468	177	46	on	on	ADP
easat-8468	177	47	the	the	DET
easat-8468	177	48	manual	manual	ADJ
easat-8468	177	49	medical	medical	ADJ
easat-8468	177	50	resume	resume	NOUN
easat-8468	177	51	for	for	ADP
easat-8468	177	52	the	the	DET
easat-8468	177	53	diagnosis	diagnosis	NOUN
easat-8468	177	54	of	of	ADP
easat-8468	177	55	ckd	ckd	PROPN
easat-8468	177	56	stage	stage	NOUN
easat-8468	177	57	4	4	NUM
easat-8468	177	58	it	it	PRON
easat-8468	177	59	should	should	AUX
easat-8468	177	60	be	be	AUX
easat-8468	177	61	coded	code	VERB
easat-8468	177	62	n18.4	n18.4	X
easat-8468	177	63	and	and	CCONJ
easat-8468	177	64	for	for	ADP
easat-8468	177	65	the	the	DET
easat-8468	177	66	diagnosis	diagnosis	NOUN
easat-8468	177	67	of	of	ADP
easat-8468	177	68	hhd	hhd	PROPN
easat-8468	177	69	i13.0	i13.0	PROPN
easat-8468	177	70	3	3	PROPN
easat-8468	177	71	.	.	PUNCT
easat-8468	178	1	ckd	ckd	PROPN
easat-8468	178	2	stage	stage	PROPN
easat-8468	178	3	5	5	NUM
easat-8468	178	4	dengan	dengan	NOUN
easat-8468	178	5	ht	ht	PROPN
easat-8468	178	6	1	1	NUM
easat-8468	178	7	inaccurate	inaccurate	ADJ
easat-8468	178	8	because	because	SCONJ
easat-8468	178	9	it	it	PRON
easat-8468	178	10	is	be	AUX
easat-8468	178	11	not	not	PART
easat-8468	178	12	coded	code	VERB
easat-8468	178	13	on	on	ADP
easat-8468	178	14	the	the	DET
easat-8468	178	15	manual	manual	ADJ
easat-8468	178	16	medical	medical	ADJ
easat-8468	178	17	resume	resume	NOUN
easat-8468	178	18	for	for	ADP
easat-8468	178	19	the	the	DET
easat-8468	178	20	diagnosis	diagnosis	NOUN
easat-8468	178	21	of	of	ADP
easat-8468	178	22	ckd	ckd	PROPN
easat-8468	178	23	stage	stage	NOUN
easat-8468	178	24	5	5	NUM
easat-8468	178	25	with	with	ADP
easat-8468	178	26	ht	ht	PROPN
easat-8468	178	27	it	it	PRON
easat-8468	178	28	should	should	AUX
easat-8468	178	29	be	be	AUX
easat-8468	178	30	coded	code	VERB
easat-8468	178	31	i12.0	i12.0	PROPN
easat-8468	178	32	4	4	NUM
easat-8468	178	33	.	.	PUNCT
easat-8468	179	1	ckd	ckd	PROPN
easat-8468	179	2	with	with	ADP
easat-8468	179	3	ulkus	ulku	NOUN
easat-8468	179	4	dm	dm	PROPN
easat-8468	179	5	1	1	NUM
easat-8468	179	6	inaccurate	inaccurate	ADJ
easat-8468	179	7	because	because	SCONJ
easat-8468	179	8	it	it	PRON
easat-8468	179	9	is	be	AUX
easat-8468	179	10	not	not	PART
easat-8468	179	11	coded	code	VERB
easat-8468	179	12	on	on	ADP
easat-8468	179	13	the	the	DET
easat-8468	179	14	manual	manual	ADJ
easat-8468	179	15	medical	medical	ADJ
easat-8468	179	16	resume	resume	NOUN
easat-8468	179	17	for	for	ADP
easat-8468	179	18	the	the	DET
easat-8468	179	19	diagnosis	diagnosis	NOUN
easat-8468	179	20	of	of	ADP
easat-8468	179	21	ckd	ckd	NOUN
easat-8468	179	22	it	it	PRON
easat-8468	179	23	should	should	AUX
easat-8468	179	24	be	be	AUX
easat-8468	179	25	coded	code	VERB
easat-8468	179	26	n18.9	n18.9	PROPN
easat-8468	179	27	and	and	CCONJ
easat-8468	179	28	for	for	ADP
easat-8468	179	29	the	the	DET
easat-8468	179	30	diagnosis	diagnosis	NOUN
easat-8468	179	31	of	of	ADP
easat-8468	179	32	dm	dm	NUM
easat-8468	179	33	ulcer	ulcer	NOUN
easat-8468	179	34	the	the	DET
easat-8468	179	35	code	code	NOUN
easat-8468	179	36	is	be	AUX
easat-8468	179	37	e11.5	e11.5	NUM
easat-8468	179	38	5	5	NUM
easat-8468	179	39	.	.	PUNCT
easat-8468	180	1	covid	covid	PROPN
easat-8468	180	2	19	19	NUM
easat-8468	180	3	with	with	ADP
easat-8468	180	4	ckd	ckd	PROPN
easat-8468	180	5	stage	stage	NOUN
easat-8468	180	6	5	5	NUM
easat-8468	180	7	1	1	NUM
easat-8468	180	8	inaccurate	inaccurate	ADJ
easat-8468	180	9	because	because	SCONJ
easat-8468	180	10	it	it	PRON
easat-8468	180	11	is	be	AUX
easat-8468	180	12	not	not	PART
easat-8468	180	13	coded	code	VERB
easat-8468	180	14	on	on	ADP
easat-8468	180	15	the	the	DET
easat-8468	180	16	manual	manual	ADJ
easat-8468	180	17	medical	medical	ADJ
easat-8468	180	18	resume	resume	NOUN
easat-8468	180	19	,	,	PUNCT
easat-8468	180	20	for	for	ADP
easat-8468	180	21	ckd	ckd	PROPN
easat-8468	180	22	stage	stage	NOUN
easat-8468	180	23	5	5	NUM
easat-8468	181	1	it	it	PRON
easat-8468	181	2	should	should	AUX
easat-8468	181	3	be	be	AUX
easat-8468	181	4	coded	code	VERB
easat-8468	181	5	n18.5	n18.5	PRON
easat-8468	181	6	and	and	CCONJ
easat-8468	181	7	for	for	ADP
easat-8468	181	8	the	the	DET
easat-8468	181	9	diagnosis	diagnosis	NOUN
easat-8468	181	10	of	of	ADP
easat-8468	181	11	covid	covid	PROPN
easat-8468	181	12	19	19	NUM
easat-8468	181	13	the	the	DET
easat-8468	181	14	code	code	NOUN
easat-8468	181	15	is	be	AUX
easat-8468	181	16	b34.2	b34.2	PROPN
easat-8468	181	17	6	6	NUM
easat-8468	181	18	.	.	PUNCT
easat-8468	182	1	ckd	ckd	PROPN
easat-8468	182	2	stage	stage	NOUN
easat-8468	182	3	5	5	NUM
easat-8468	182	4	with	with	ADP
easat-8468	182	5	anemia	anemia	NOUN
easat-8468	182	6	1	1	NUM
easat-8468	182	7	inaccurate	inaccurate	ADJ
easat-8468	182	8	because	because	SCONJ
easat-8468	182	9	it	it	PRON
easat-8468	182	10	is	be	AUX
easat-8468	182	11	not	not	PART
easat-8468	182	12	coded	code	VERB
easat-8468	182	13	on	on	ADP
easat-8468	182	14	the	the	DET
easat-8468	182	15	manual	manual	ADJ
easat-8468	182	16	medical	medical	ADJ
easat-8468	182	17	resume	resume	NOUN
easat-8468	182	18	for	for	ADP
easat-8468	182	19	ckd	ckd	PROPN
easat-8468	182	20	stage	stage	NOUN
easat-8468	182	21	5	5	NUM
easat-8468	182	22	it	it	PRON
easat-8468	182	23	should	should	AUX
easat-8468	182	24	be	be	AUX
easat-8468	182	25	coded	code	VERB
easat-8468	182	26	n18.5	n18.5	PRON
easat-8468	182	27	and	and	CCONJ
easat-8468	182	28	for	for	ADP
easat-8468	182	29	the	the	DET
easat-8468	182	30	diagnosis	diagnosis	NOUN
easat-8468	182	31	of	of	ADP
easat-8468	182	32	anemia	anemia	NOUN
easat-8468	182	33	the	the	DET
easat-8468	182	34	code	code	NOUN
easat-8468	182	35	is	be	AUX
easat-8468	182	36	d63.8	d63.8	ADJ
easat-8468	182	37	7	7	NUM
easat-8468	182	38	.	.	PUNCT
easat-8468	183	1	ckd	ckd	PROPN
easat-8468	183	2	2	2	NUM
easat-8468	183	3	inaccurate	inaccurate	ADJ
easat-8468	183	4	because	because	SCONJ
easat-8468	183	5	it	it	PRON
easat-8468	183	6	is	be	AUX
easat-8468	183	7	not	not	PART
easat-8468	183	8	coded	code	VERB
easat-8468	183	9	on	on	ADP
easat-8468	183	10	the	the	DET
easat-8468	183	11	manual	manual	ADJ
easat-8468	183	12	medical	medical	ADJ
easat-8468	183	13	resume	resume	NOUN
easat-8468	183	14	for	for	ADP
easat-8468	183	15	the	the	DET
easat-8468	183	16	diagnosis	diagnosis	NOUN
easat-8468	183	17	of	of	ADP
easat-8468	183	18	ckd	ckd	NOUN
easat-8468	183	19	it	it	PRON
easat-8468	183	20	should	should	AUX
easat-8468	183	21	be	be	AUX
easat-8468	183	22	coded	code	VERB
easat-8468	183	23	n18.9	n18.9	PROPN
easat-8468	183	24	8	8	NUM
easat-8468	183	25	.	.	PUNCT
easat-8468	184	1	chf	chf	PROPN
easat-8468	184	2	with	with	ADP
easat-8468	184	3	ckd	ckd	PROPN
easat-8468	184	4	stage	stage	NOUN
easat-8468	184	5	4	4	NUM
easat-8468	184	6	2	2	NUM
easat-8468	184	7	inaccurate	inaccurate	ADJ
easat-8468	184	8	because	because	SCONJ
easat-8468	184	9	it	it	PRON
easat-8468	184	10	is	be	AUX
easat-8468	184	11	not	not	PART
easat-8468	184	12	coded	code	VERB
easat-8468	184	13	on	on	ADP
easat-8468	184	14	the	the	DET
easat-8468	184	15	manual	manual	ADJ
easat-8468	184	16	medical	medical	ADJ
easat-8468	184	17	resume	resume	NOUN
easat-8468	184	18	for	for	ADP
easat-8468	184	19	the	the	DET
easat-8468	184	20	diagnosis	diagnosis	NOUN
easat-8468	184	21	of	of	ADP
easat-8468	184	22	ckd	ckd	PROPN
easat-8468	184	23	stage	stage	NOUN
easat-8468	184	24	4	4	NUM
easat-8468	184	25	it	it	PRON
easat-8468	184	26	is	be	AUX
easat-8468	184	27	coded	code	VERB
easat-8468	184	28	n18.4	n18.4	X
easat-8468	184	29	and	and	CCONJ
easat-8468	184	30	for	for	ADP
easat-8468	184	31	the	the	DET
easat-8468	184	32	diagnosis	diagnosis	NOUN
easat-8468	184	33	of	of	ADP
easat-8468	184	34	chf	chf	NOUN
easat-8468	184	35	the	the	DET
easat-8468	184	36	code	code	NOUN
easat-8468	184	37	is	be	AUX
easat-8468	184	38	i50.0	i50.0	VERB
easat-8468	184	39	the	the	DET
easat-8468	184	40	table	table	NOUN
easat-8468	184	41	above	above	ADV
easat-8468	184	42	shows	show	VERB
easat-8468	184	43	that	that	SCONJ
easat-8468	184	44	the	the	DET
easat-8468	184	45	inconsistency	inconsistency	NOUN
easat-8468	184	46	of	of	ADP
easat-8468	184	47	the	the	DET
easat-8468	184	48	chronic	chronic	ADJ
easat-8468	184	49	kidney	kidney	NOUN
easat-8468	184	50	disease	disease	NOUN
easat-8468	184	51	(	(	PUNCT
easat-8468	184	52	ckd	ckd	NOUN
easat-8468	184	53	)	)	PUNCT
easat-8468	184	54	diagnosis	diagnosis	NOUN
easat-8468	184	55	code	code	NOUN
easat-8468	184	56	due	due	ADP
easat-8468	184	57	to	to	ADP
easat-8468	184	58	the	the	DET
easat-8468	184	59	absence	absence	NOUN
easat-8468	184	60	of	of	ADP
easat-8468	184	61	coding	coding	NOUN
easat-8468	184	62	was	be	AUX
easat-8468	184	63	found	find	VERB
easat-8468	184	64	in	in	ADP
easat-8468	184	65	10	10	NUM
easat-8468	184	66	documents	document	NOUN
easat-8468	184	67	,	,	PUNCT
easat-8468	184	68	with	with	ADP
easat-8468	184	69	a	a	DET
easat-8468	184	70	percentage	percentage	NOUN
easat-8468	184	71	of	of	ADP
easat-8468	184	72	10	10	NUM
easat-8468	184	73	%	%	NOUN
easat-8468	184	74	.	.	PUNCT
easat-8468	185	1	this	this	DET
easat-8468	185	2	code	code	NOUN
easat-8468	185	3	inaccuracy	inaccuracy	NOUN
easat-8468	185	4	is	be	AUX
easat-8468	185	5	caused	cause	VERB
easat-8468	185	6	by	by	ADP
easat-8468	185	7	the	the	DET
easat-8468	185	8	lack	lack	NOUN
easat-8468	185	9	of	of	ADP
easat-8468	185	10	coding	code	VERB
easat-8468	185	11	in	in	ADP
easat-8468	185	12	the	the	DET
easat-8468	185	13	manual	manual	ADJ
easat-8468	185	14	medical	medical	ADJ
easat-8468	185	15	resume	resume	NOUN
easat-8468	185	16	,	,	PUNCT
easat-8468	185	17	low	low	ADJ
easat-8468	185	18	coder	coder	NOUN
easat-8468	185	19	accuracy	accuracy	NOUN
easat-8468	185	20	,	,	PUNCT
easat-8468	185	21	and	and	CCONJ
easat-8468	185	22	incomplete	incomplete	ADJ
easat-8468	185	23	documents	document	NOUN
easat-8468	185	24	so	so	SCONJ
easat-8468	185	25	that	that	SCONJ
easat-8468	185	26	the	the	DET
easat-8468	185	27	icd	icd	PROPN
easat-8468	185	28	code	code	NOUN
easat-8468	185	29	is	be	AUX
easat-8468	185	30	not	not	PART
easat-8468	185	31	recorded	record	VERB
easat-8468	185	32	in	in	ADP
easat-8468	185	33	the	the	DET
easat-8468	185	34	manual	manual	ADJ
easat-8468	185	35	medical	medical	ADJ
easat-8468	185	36	record	record	NOUN
easat-8468	185	37	.	.	PUNCT
easat-8468	186	1	the	the	DET
easat-8468	186	2	results	result	NOUN
easat-8468	186	3	of	of	ADP
easat-8468	186	4	the	the	DET
easat-8468	186	5	chisquare	chisquare	PROPN
easat-8468	186	6	test	test	NOUN
easat-8468	186	7	show	show	VERB
easat-8468	186	8	a	a	DET
easat-8468	186	9	p	p	NOUN
easat-8468	186	10	-	-	PUNCT
easat-8468	186	11	value	value	NOUN
easat-8468	186	12	of	of	ADP
easat-8468	186	13	0.00	0.00	NUM
easat-8468	186	14	with	with	ADP
easat-8468	186	15	an	an	DET
easat-8468	186	16	error	error	NOUN
easat-8468	186	17	rate	rate	NOUN
easat-8468	186	18	of	of	ADP
easat-8468	186	19	0.05	0.05	NUM
easat-8468	186	20	,	,	PUNCT
easat-8468	186	21	which	which	PRON
easat-8468	186	22	means	mean	VERB
easat-8468	186	23	p	p	X
easat-8468	186	24	<	<	NOUN
easat-8468	186	25	0.05	0.05	NUM
easat-8468	186	26	.	.	PUNCT
easat-8468	187	1	based	base	VERB
easat-8468	187	2	on	on	ADP
easat-8468	187	3	these	these	DET
easat-8468	187	4	results	result	NOUN
easat-8468	187	5	,	,	PUNCT
easat-8468	187	6	the	the	DET
easat-8468	187	7	null	null	ADJ
easat-8468	187	8	hypothesis	hypothesis	NOUN
easat-8468	187	9	(	(	PUNCT
easat-8468	187	10	ho	ho	PROPN
easat-8468	187	11	)	)	PUNCT
easat-8468	187	12	is	be	AUX
easat-8468	187	13	rejected	reject	VERB
easat-8468	187	14	and	and	CCONJ
easat-8468	187	15	the	the	DET
easat-8468	187	16	alternative	alternative	ADJ
easat-8468	187	17	hypothesis	hypothesis	NOUN
easat-8468	187	18	(	(	PUNCT
easat-8468	187	19	ha	ha	INTJ
easat-8468	187	20	)	)	PUNCT
easat-8468	187	21	is	be	AUX
easat-8468	187	22	accepted	accept	VERB
easat-8468	187	23	,	,	PUNCT
easat-8468	187	24	which	which	PRON
easat-8468	187	25	indicates	indicate	VERB
easat-8468	187	26	a	a	DET
easat-8468	187	27	significant	significant	ADJ
easat-8468	187	28	relationship	relationship	NOUN
easat-8468	187	29	between	between	ADP
easat-8468	187	30	the	the	DET
easat-8468	187	31	specificity	specificity	NOUN
easat-8468	187	32	of	of	ADP
easat-8468	187	33	writing	write	VERB
easat-8468	187	34	the	the	DET
easat-8468	187	35	diagnosis	diagnosis	NOUN
easat-8468	187	36	and	and	CCONJ
easat-8468	187	37	the	the	DET
easat-8468	187	38	accuracy	accuracy	NOUN
easat-8468	187	39	of	of	ADP
easat-8468	187	40	2738	2738	NUM
easat-8468	187	41	edelweiss	edelweiss	PROPN
easat-8468	187	42	applied	apply	VERB
easat-8468	187	43	science	science	NOUN
easat-8468	187	44	and	and	CCONJ
easat-8468	187	45	technology	technology	NOUN
easat-8468	187	46	issn	issn	PROPN
easat-8468	187	47	:	:	PUNCT
easat-8468	187	48	2576	2576	NUM
easat-8468	187	49	-	-	SYM
easat-8468	187	50	8484	8484	NUM
easat-8468	187	51	vol	vol	NOUN
easat-8468	187	52	.	.	PROPN
easat-8468	188	1	9	9	NUM
easat-8468	188	2	,	,	PUNCT
easat-8468	188	3	no	no	INTJ
easat-8468	188	4	.	.	NOUN
easat-8468	189	1	6	6	NUM
easat-8468	189	2	:	:	SYM
easat-8468	189	3	2731	2731	NUM
easat-8468	189	4	-	-	SYM
easat-8468	189	5	2742	2742	NUM
easat-8468	189	6	,	,	PUNCT
easat-8468	189	7	2025	2025	NUM
easat-8468	189	8	doi	doi	NOUN
easat-8468	189	9	:	:	PUNCT
easat-8468	189	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	189	11	©	©	PROPN
easat-8468	189	12	2025	2025	NUM
easat-8468	189	13	by	by	ADP
easat-8468	189	14	the	the	DET
easat-8468	189	15	authors	author	NOUN
easat-8468	189	16	;	;	PUNCT
easat-8468	189	17	licensee	licensee	PROPN
easat-8468	189	18	learning	learning	NOUN
easat-8468	189	19	gate	gate	VERB
easat-8468	189	20	the	the	DET
easat-8468	189	21	ckd	ckd	PROPN
easat-8468	189	22	diagnosis	diagnosis	PROPN
easat-8468	189	23	code	code	NOUN
easat-8468	189	24	.	.	PUNCT
easat-8468	190	1	the	the	DET
easat-8468	190	2	odds	odd	NOUN
easat-8468	190	3	ratio	ratio	NOUN
easat-8468	190	4	value	value	NOUN
easat-8468	190	5	of	of	ADP
easat-8468	190	6	0.667	0.667	NUM
easat-8468	190	7	indicates	indicate	VERB
easat-8468	190	8	that	that	SCONJ
easat-8468	190	9	each	each	DET
easat-8468	190	10	specification	specification	NOUN
easat-8468	190	11	of	of	ADP
easat-8468	190	12	writing	write	VERB
easat-8468	190	13	the	the	DET
easat-8468	190	14	diagnosis	diagnosis	NOUN
easat-8468	190	15	increases	increase	VERB
easat-8468	190	16	the	the	DET
easat-8468	190	17	chance	chance	NOUN
easat-8468	190	18	of	of	ADP
easat-8468	190	19	accuracy	accuracy	NOUN
easat-8468	190	20	of	of	ADP
easat-8468	190	21	the	the	DET
easat-8468	190	22	ckd	ckd	PROPN
easat-8468	190	23	diagnosis	diagnosis	PROPN
easat-8468	190	24	code	code	NOUN
easat-8468	190	25	by	by	ADP
easat-8468	190	26	0.667	0.667	NUM
easat-8468	190	27	times	time	NOUN
easat-8468	190	28	higher	high	ADJ
easat-8468	190	29	than	than	ADP
easat-8468	190	30	writing	write	VERB
easat-8468	190	31	a	a	DET
easat-8468	190	32	non	non	ADJ
easat-8468	190	33	-	-	ADJ
easat-8468	190	34	specific	specific	ADJ
easat-8468	190	35	diagnosis	diagnosis	NOUN
easat-8468	190	36	.	.	PUNCT
easat-8468	191	1	5	5	X
easat-8468	191	2	.	.	X
easat-8468	191	3	discussion	discussion	NOUN
easat-8468	191	4	5.1	5.1	NUM
easat-8468	191	5	.	.	PUNCT
easat-8468	192	1	specificity	specificity	NOUN
easat-8468	192	2	of	of	ADP
easat-8468	192	3	writing	write	VERB
easat-8468	192	4	the	the	DET
easat-8468	192	5	diagnosis	diagnosis	NOUN
easat-8468	192	6	of	of	ADP
easat-8468	192	7	chronic	chronic	ADJ
easat-8468	192	8	kidney	kidney	NOUN
easat-8468	192	9	disease	disease	NOUN
easat-8468	192	10	(	(	PUNCT
easat-8468	192	11	ckd	ckd	PROPN
easat-8468	192	12	)	)	PUNCT
easat-8468	192	13	the	the	DET
easat-8468	192	14	analysis	analysis	NOUN
easat-8468	192	15	of	of	ADP
easat-8468	192	16	the	the	DET
easat-8468	192	17	specificity	specificity	NOUN
easat-8468	192	18	in	in	ADP
easat-8468	192	19	documenting	document	VERB
easat-8468	192	20	the	the	DET
easat-8468	192	21	diagnosis	diagnosis	NOUN
easat-8468	192	22	of	of	ADP
easat-8468	192	23	chronic	chronic	ADJ
easat-8468	192	24	kidney	kidney	NOUN
easat-8468	192	25	disease	disease	NOUN
easat-8468	192	26	(	(	PUNCT
easat-8468	192	27	ckd	ckd	NOUN
easat-8468	192	28	)	)	PUNCT
easat-8468	192	29	revealed	reveal	VERB
easat-8468	192	30	that	that	SCONJ
easat-8468	192	31	out	out	ADP
easat-8468	192	32	of	of	ADP
easat-8468	192	33	110	110	NUM
easat-8468	192	34	examined	examine	VERB
easat-8468	192	35	medical	medical	ADJ
easat-8468	192	36	records	record	NOUN
easat-8468	192	37	,	,	PUNCT
easat-8468	192	38	78	78	NUM
easat-8468	192	39	documents	document	NOUN
easat-8468	192	40	(	(	PUNCT
easat-8468	192	41	71	71	NUM
easat-8468	192	42	%	%	NOUN
easat-8468	192	43	)	)	PUNCT
easat-8468	192	44	specified	specify	VERB
easat-8468	192	45	a	a	DET
easat-8468	192	46	diagnosis	diagnosis	NOUN
easat-8468	192	47	of	of	ADP
easat-8468	192	48	ckd	ckd	PROPN
easat-8468	192	49	,	,	PUNCT
easat-8468	192	50	whereas	whereas	SCONJ
easat-8468	192	51	32	32	NUM
easat-8468	192	52	documents	document	NOUN
easat-8468	192	53	(	(	PUNCT
easat-8468	192	54	29	29	NUM
easat-8468	192	55	%	%	NOUN
easat-8468	192	56	)	)	PUNCT
easat-8468	192	57	failed	fail	VERB
easat-8468	192	58	to	to	PART
easat-8468	192	59	detail	detail	VERB
easat-8468	192	60	the	the	DET
easat-8468	192	61	stage	stage	NOUN
easat-8468	192	62	of	of	ADP
easat-8468	192	63	the	the	DET
easat-8468	192	64	disease	disease	NOUN
easat-8468	192	65	.	.	PUNCT
easat-8468	193	1	specific	specific	ADJ
easat-8468	193	2	diagnoses	diagnosis	NOUN
easat-8468	193	3	provide	provide	VERB
easat-8468	193	4	information	information	NOUN
easat-8468	193	5	regarding	regard	VERB
easat-8468	193	6	the	the	DET
easat-8468	193	7	severity	severity	NOUN
easat-8468	193	8	of	of	ADP
easat-8468	193	9	the	the	DET
easat-8468	193	10	disease	disease	NOUN
easat-8468	193	11	as	as	ADP
easat-8468	193	12	per	per	ADP
easat-8468	193	13	the	the	DET
easat-8468	193	14	icd-10	icd-10	DET
easat-8468	193	15	classification	classification	NOUN
easat-8468	193	16	,	,	PUNCT
easat-8468	193	17	whereas	whereas	SCONJ
easat-8468	193	18	non	non	ADJ
easat-8468	193	19	-	-	ADJ
easat-8468	193	20	specific	specific	ADJ
easat-8468	193	21	diagnoses	diagnosis	NOUN
easat-8468	193	22	merely	merely	ADV
easat-8468	193	23	denote	denote	VERB
easat-8468	193	24	"	"	PUNCT
easat-8468	193	25	ckd	ckd	NOUN
easat-8468	193	26	"	"	PUNCT
easat-8468	193	27	without	without	ADP
easat-8468	193	28	specifying	specify	VERB
easat-8468	193	29	the	the	DET
easat-8468	193	30	disease	disease	NOUN
easat-8468	193	31	stage	stage	NOUN
easat-8468	193	32	.	.	PUNCT
easat-8468	194	1	this	this	DET
easat-8468	194	2	discovery	discovery	NOUN
easat-8468	194	3	underscores	underscore	VERB
easat-8468	194	4	the	the	DET
easat-8468	194	5	necessity	necessity	NOUN
easat-8468	194	6	of	of	ADP
easat-8468	194	7	composing	compose	VERB
easat-8468	194	8	a	a	DET
easat-8468	194	9	more	more	ADV
easat-8468	194	10	comprehensive	comprehensive	ADJ
easat-8468	194	11	diagnosis	diagnosis	NOUN
easat-8468	194	12	to	to	PART
easat-8468	194	13	enhance	enhance	VERB
easat-8468	194	14	coding	code	VERB
easat-8468	194	15	precision	precision	NOUN
easat-8468	194	16	and	and	CCONJ
easat-8468	194	17	facilitate	facilitate	VERB
easat-8468	194	18	improved	improve	VERB
easat-8468	194	19	clinical	clinical	ADJ
easat-8468	194	20	decision	decision	NOUN
easat-8468	194	21	-	-	PUNCT
easat-8468	194	22	making	making	NOUN
easat-8468	194	23	.	.	PUNCT
easat-8468	195	1	a	a	DET
easat-8468	195	2	comprehensive	comprehensive	ADJ
easat-8468	195	3	diagnosis	diagnosis	NOUN
easat-8468	195	4	enables	enable	VERB
easat-8468	195	5	the	the	DET
easat-8468	195	6	applied	applied	ADJ
easat-8468	195	7	code	code	NOUN
easat-8468	195	8	to	to	PART
easat-8468	195	9	align	align	VERB
easat-8468	195	10	more	more	ADV
easat-8468	195	11	closely	closely	ADV
easat-8468	195	12	with	with	ADP
easat-8468	195	13	icd-10	icd-10	DET
easat-8468	195	14	guidelines	guideline	NOUN
easat-8468	195	15	,	,	PUNCT
easat-8468	195	16	hence	hence	ADV
easat-8468	195	17	facilitating	facilitate	VERB
easat-8468	195	18	more	more	ADV
easat-8468	195	19	effective	effective	ADJ
easat-8468	195	20	treatment	treatment	NOUN
easat-8468	195	21	management	management	NOUN
easat-8468	195	22	.	.	PUNCT
easat-8468	196	1	underspecification	underspecification	NOUN
easat-8468	196	2	in	in	ADP
easat-8468	196	3	ckd	ckd	PROPN
easat-8468	196	4	diagnosis	diagnosis	NOUN
easat-8468	196	5	writing	writing	NOUN
easat-8468	196	6	is	be	AUX
easat-8468	196	7	often	often	ADV
easat-8468	196	8	due	due	ADJ
easat-8468	196	9	to	to	ADP
easat-8468	196	10	a	a	DET
easat-8468	196	11	lack	lack	NOUN
easat-8468	196	12	of	of	ADP
easat-8468	196	13	detailed	detailed	ADJ
easat-8468	196	14	documentation	documentation	NOUN
easat-8468	196	15	of	of	ADP
easat-8468	196	16	the	the	DET
easat-8468	196	17	stage	stage	NOUN
easat-8468	196	18	of	of	ADP
easat-8468	196	19	the	the	DET
easat-8468	196	20	disease	disease	NOUN
easat-8468	196	21	.	.	PUNCT
easat-8468	197	1	research	research	NOUN
easat-8468	197	2	shows	show	VERB
easat-8468	197	3	that	that	SCONJ
easat-8468	197	4	incomplete	incomplete	ADJ
easat-8468	197	5	or	or	CCONJ
easat-8468	197	6	ambiguous	ambiguous	ADJ
easat-8468	197	7	diagnoses	diagnosis	NOUN
easat-8468	197	8	can	can	AUX
easat-8468	197	9	affect	affect	VERB
easat-8468	197	10	the	the	DET
easat-8468	197	11	accuracy	accuracy	NOUN
easat-8468	197	12	of	of	ADP
easat-8468	197	13	clinical	clinical	ADJ
easat-8468	197	14	coding	coding	NOUN
easat-8468	197	15	,	,	PUNCT
easat-8468	197	16	as	as	SCONJ
easat-8468	197	17	coders	coder	NOUN
easat-8468	197	18	rely	rely	VERB
easat-8468	197	19	on	on	ADP
easat-8468	197	20	details	detail	NOUN
easat-8468	197	21	in	in	ADP
easat-8468	197	22	the	the	DET
easat-8468	197	23	medical	medical	ADJ
easat-8468	197	24	record	record	NOUN
easat-8468	197	25	to	to	PART
easat-8468	197	26	assign	assign	VERB
easat-8468	197	27	the	the	DET
easat-8468	197	28	correct	correct	ADJ
easat-8468	197	29	icd	icd	PROPN
easat-8468	197	30	code	code	NOUN
easat-8468	198	1	[	[	X
easat-8468	198	2	29	29	NUM
easat-8468	198	3	,	,	PUNCT
easat-8468	198	4	30	30	NUM
easat-8468	198	5	]	]	PUNCT
easat-8468	198	6	.	.	PUNCT
easat-8468	199	1	in	in	ADP
easat-8468	199	2	addition	addition	NOUN
easat-8468	199	3	,	,	PUNCT
easat-8468	199	4	misunderstanding	misunderstanding	NOUN
easat-8468	199	5	of	of	ADP
easat-8468	199	6	coding	code	VERB
easat-8468	199	7	guidelines	guideline	NOUN
easat-8468	199	8	or	or	CCONJ
easat-8468	199	9	lack	lack	NOUN
easat-8468	199	10	of	of	ADP
easat-8468	199	11	training	training	NOUN
easat-8468	199	12	for	for	ADP
easat-8468	199	13	clinicians	clinician	NOUN
easat-8468	199	14	responsible	responsible	ADJ
easat-8468	199	15	for	for	ADP
easat-8468	199	16	coding	code	VERB
easat-8468	199	17	can	can	AUX
easat-8468	199	18	add	add	VERB
easat-8468	199	19	to	to	ADP
easat-8468	199	20	errors	error	NOUN
easat-8468	199	21	[	[	X
easat-8468	199	22	31	31	NUM
easat-8468	199	23	]	]	PUNCT
easat-8468	199	24	.	.	PUNCT
easat-8468	200	1	this	this	PRON
easat-8468	200	2	often	often	ADV
easat-8468	200	3	occurs	occur	VERB
easat-8468	200	4	when	when	SCONJ
easat-8468	200	5	the	the	DET
easat-8468	200	6	diagnosis	diagnosis	NOUN
easat-8468	200	7	is	be	AUX
easat-8468	200	8	inadequate	inadequate	ADJ
easat-8468	200	9	,	,	PUNCT
easat-8468	200	10	forcing	force	VERB
easat-8468	200	11	coders	coder	NOUN
easat-8468	200	12	to	to	PART
easat-8468	200	13	make	make	VERB
easat-8468	200	14	assumptions	assumption	NOUN
easat-8468	200	15	that	that	PRON
easat-8468	200	16	can	can	AUX
easat-8468	200	17	lead	lead	VERB
easat-8468	200	18	to	to	ADP
easat-8468	200	19	errors	error	NOUN
easat-8468	200	20	in	in	ADP
easat-8468	200	21	coding	code	VERB
easat-8468	200	22	[	[	X
easat-8468	200	23	32	32	NUM
easat-8468	200	24	,	,	PUNCT
easat-8468	200	25	33	33	NUM
easat-8468	200	26	]	]	PUNCT
easat-8468	200	27	.	.	PUNCT
easat-8468	201	1	formulating	formulate	VERB
easat-8468	201	2	a	a	DET
easat-8468	201	3	more	more	ADV
easat-8468	201	4	precise	precise	ADJ
easat-8468	201	5	diagnosis	diagnosis	NOUN
easat-8468	201	6	in	in	ADP
easat-8468	201	7	accordance	accordance	NOUN
easat-8468	201	8	with	with	ADP
easat-8468	201	9	icd-10	icd-10	DET
easat-8468	201	10	rules	rule	NOUN
easat-8468	201	11	is	be	AUX
easat-8468	201	12	crucial	crucial	ADJ
easat-8468	201	13	for	for	ADP
easat-8468	201	14	mitigating	mitigate	VERB
easat-8468	201	15	coding	code	VERB
easat-8468	201	16	errors	error	NOUN
easat-8468	201	17	that	that	PRON
easat-8468	201	18	may	may	AUX
easat-8468	201	19	affect	affect	VERB
easat-8468	201	20	health	health	NOUN
easat-8468	201	21	management	management	NOUN
easat-8468	201	22	.	.	PUNCT
easat-8468	202	1	numerous	numerous	ADJ
easat-8468	202	2	studies	study	NOUN
easat-8468	202	3	indicate	indicate	VERB
easat-8468	202	4	that	that	SCONJ
easat-8468	202	5	erroneous	erroneous	ADJ
easat-8468	202	6	coding	coding	NOUN
easat-8468	202	7	frequently	frequently	ADV
easat-8468	202	8	arises	arise	VERB
easat-8468	202	9	from	from	ADP
easat-8468	202	10	ambiguous	ambiguous	ADJ
easat-8468	202	11	or	or	CCONJ
easat-8468	202	12	insufficient	insufficient	ADJ
easat-8468	202	13	diagnoses	diagnosis	NOUN
easat-8468	202	14	,	,	PUNCT
easat-8468	202	15	thus	thus	ADV
easat-8468	202	16	impacting	impact	VERB
easat-8468	202	17	the	the	DET
easat-8468	202	18	reporting	reporting	NOUN
easat-8468	202	19	and	and	CCONJ
easat-8468	202	20	reimbursement	reimbursement	NOUN
easat-8468	202	21	processes	process	NOUN
easat-8468	202	22	[	[	X
easat-8468	202	23	34	34	NUM
easat-8468	202	24	]	]	PUNCT
easat-8468	202	25	.	.	PUNCT
easat-8468	203	1	accurate	accurate	ADJ
easat-8468	203	2	coding	coding	NOUN
easat-8468	203	3	is	be	AUX
easat-8468	203	4	crucial	crucial	ADJ
easat-8468	203	5	to	to	PART
easat-8468	203	6	guarantee	guarantee	VERB
easat-8468	203	7	that	that	SCONJ
easat-8468	203	8	hospitals	hospital	NOUN
easat-8468	203	9	and	and	CCONJ
easat-8468	203	10	clinics	clinic	NOUN
easat-8468	203	11	obtain	obtain	VERB
easat-8468	203	12	suitable	suitable	ADJ
easat-8468	203	13	payment	payment	NOUN
easat-8468	203	14	rates	rate	NOUN
easat-8468	203	15	and	and	CCONJ
easat-8468	203	16	to	to	PART
easat-8468	203	17	avert	avert	VERB
easat-8468	203	18	the	the	DET
easat-8468	203	19	manipulation	manipulation	NOUN
easat-8468	203	20	of	of	ADP
easat-8468	203	21	epidemiological	epidemiological	ADJ
easat-8468	203	22	data	datum	NOUN
easat-8468	203	23	.	.	PUNCT
easat-8468	204	1	consequently	consequently	ADV
easat-8468	204	2	,	,	PUNCT
easat-8468	204	3	articulating	articulate	VERB
easat-8468	204	4	a	a	DET
easat-8468	204	5	precise	precise	ADJ
easat-8468	204	6	and	and	CCONJ
easat-8468	204	7	comprehensive	comprehensive	ADJ
easat-8468	204	8	diagnosis	diagnosis	NOUN
easat-8468	204	9	can	can	AUX
easat-8468	204	10	enhance	enhance	VERB
easat-8468	204	11	the	the	DET
easat-8468	204	12	overall	overall	ADJ
easat-8468	204	13	quality	quality	NOUN
easat-8468	204	14	of	of	ADP
easat-8468	204	15	healthcare	healthcare	NOUN
easat-8468	204	16	services	service	NOUN
easat-8468	204	17	[	[	X
easat-8468	204	18	30	30	NUM
easat-8468	204	19	,	,	PUNCT
easat-8468	204	20	35	35	NUM
easat-8468	204	21	,	,	PUNCT
easat-8468	204	22	36	36	NUM
easat-8468	204	23	]	]	PUNCT
easat-8468	204	24	.	.	PUNCT
easat-8468	205	1	5.2	5.2	NUM
easat-8468	205	2	.	.	PUNCT
easat-8468	205	3	accuracy	accuracy	NOUN
easat-8468	205	4	of	of	ADP
easat-8468	205	5	chronic	chronic	ADJ
easat-8468	205	6	kidney	kidney	NOUN
easat-8468	205	7	disease	disease	NOUN
easat-8468	205	8	(	(	PUNCT
easat-8468	205	9	ckd	ckd	NOUN
easat-8468	205	10	)	)	PUNCT
easat-8468	205	11	diagnosis	diagnosis	NOUN
easat-8468	205	12	codes	code	VERB
easat-8468	205	13	the	the	DET
easat-8468	205	14	accuracy	accuracy	NOUN
easat-8468	205	15	of	of	ADP
easat-8468	205	16	diagnosis	diagnosis	NOUN
easat-8468	205	17	codes	code	NOUN
easat-8468	205	18	is	be	AUX
easat-8468	205	19	a	a	DET
easat-8468	205	20	critical	critical	ADJ
easat-8468	205	21	component	component	NOUN
easat-8468	205	22	in	in	ADP
easat-8468	205	23	healthcare	healthcare	PROPN
easat-8468	205	24	administration	administration	NOUN
easat-8468	205	25	,	,	PUNCT
easat-8468	205	26	directly	directly	ADV
easat-8468	205	27	influencing	influence	VERB
easat-8468	205	28	patient	patient	ADJ
easat-8468	205	29	care	care	NOUN
easat-8468	205	30	,	,	PUNCT
easat-8468	205	31	institutional	institutional	ADJ
easat-8468	205	32	reimbursements	reimbursement	NOUN
easat-8468	205	33	,	,	PUNCT
easat-8468	205	34	and	and	CCONJ
easat-8468	205	35	the	the	DET
easat-8468	205	36	quality	quality	NOUN
easat-8468	205	37	of	of	ADP
easat-8468	205	38	health	health	NOUN
easat-8468	205	39	statistics	statistic	NOUN
easat-8468	205	40	.	.	PUNCT
easat-8468	206	1	accurate	accurate	ADJ
easat-8468	206	2	coding	coding	NOUN
easat-8468	206	3	aligns	align	VERB
easat-8468	206	4	medical	medical	ADJ
easat-8468	206	5	records	record	NOUN
easat-8468	206	6	with	with	ADP
easat-8468	206	7	the	the	DET
easat-8468	206	8	appropriate	appropriate	ADJ
easat-8468	206	9	codes	code	NOUN
easat-8468	206	10	,	,	PUNCT
easat-8468	206	11	ensuring	ensure	VERB
easat-8468	206	12	that	that	SCONJ
easat-8468	206	13	diagnoses	diagnosis	NOUN
easat-8468	206	14	are	be	AUX
easat-8468	206	15	precisely	precisely	ADV
easat-8468	206	16	represented	represent	VERB
easat-8468	206	17	in	in	ADP
easat-8468	206	18	the	the	DET
easat-8468	206	19	classification	classification	NOUN
easat-8468	206	20	system	system	NOUN
easat-8468	206	21	,	,	PUNCT
easat-8468	206	22	thus	thus	ADV
easat-8468	206	23	improving	improve	VERB
easat-8468	206	24	data	datum	NOUN
easat-8468	206	25	reliability	reliability	NOUN
easat-8468	206	26	in	in	ADP
easat-8468	206	27	reporting	report	VERB
easat-8468	206	28	[	[	X
easat-8468	206	29	13	13	NUM
easat-8468	206	30	,	,	PUNCT
easat-8468	206	31	37	37	NUM
easat-8468	206	32	]	]	PUNCT
easat-8468	206	33	.	.	PUNCT
easat-8468	207	1	in	in	ADP
easat-8468	207	2	the	the	DET
easat-8468	207	3	case	case	NOUN
easat-8468	207	4	of	of	ADP
easat-8468	207	5	chronic	chronic	ADJ
easat-8468	207	6	kidney	kidney	NOUN
easat-8468	207	7	disease	disease	NOUN
easat-8468	207	8	(	(	PUNCT
easat-8468	207	9	ckd	ckd	PROPN
easat-8468	207	10	)	)	PUNCT
easat-8468	207	11	,	,	PUNCT
easat-8468	207	12	the	the	DET
easat-8468	207	13	accuracy	accuracy	NOUN
easat-8468	207	14	of	of	ADP
easat-8468	207	15	diagnosis	diagnosis	NOUN
easat-8468	207	16	codes	code	NOUN
easat-8468	207	17	is	be	AUX
easat-8468	207	18	particularly	particularly	ADV
easat-8468	207	19	significant	significant	ADJ
easat-8468	207	20	,	,	PUNCT
easat-8468	207	21	as	as	SCONJ
easat-8468	207	22	it	it	PRON
easat-8468	207	23	directly	directly	ADV
easat-8468	207	24	affects	affect	VERB
easat-8468	207	25	treatment	treatment	NOUN
easat-8468	207	26	decisions	decision	NOUN
easat-8468	207	27	,	,	PUNCT
easat-8468	207	28	resource	resource	NOUN
easat-8468	207	29	allocation	allocation	NOUN
easat-8468	207	30	,	,	PUNCT
easat-8468	207	31	and	and	CCONJ
easat-8468	207	32	cost	cost	NOUN
easat-8468	207	33	management	management	NOUN
easat-8468	207	34	.	.	PUNCT
easat-8468	208	1	however	however	ADV
easat-8468	208	2	,	,	PUNCT
easat-8468	208	3	inaccuracies	inaccuracy	NOUN
easat-8468	208	4	often	often	ADV
easat-8468	208	5	arise	arise	VERB
easat-8468	208	6	from	from	ADP
easat-8468	208	7	incomplete	incomplete	ADJ
easat-8468	208	8	documentation	documentation	NOUN
easat-8468	208	9	,	,	PUNCT
easat-8468	208	10	vague	vague	ADJ
easat-8468	208	11	diagnoses	diagnosis	NOUN
easat-8468	208	12	,	,	PUNCT
easat-8468	208	13	or	or	CCONJ
easat-8468	208	14	inconsistent	inconsistent	ADJ
easat-8468	208	15	coding	code	VERB
easat-8468	208	16	practices	practice	NOUN
easat-8468	208	17	[	[	X
easat-8468	208	18	38	38	NUM
easat-8468	208	19	]	]	PUNCT
easat-8468	208	20	.	.	PUNCT
easat-8468	209	1	research	research	NOUN
easat-8468	209	2	highlights	highlight	VERB
easat-8468	209	3	a	a	DET
easat-8468	209	4	direct	direct	ADJ
easat-8468	209	5	relationship	relationship	NOUN
easat-8468	209	6	between	between	ADP
easat-8468	209	7	comprehensive	comprehensive	ADJ
easat-8468	209	8	documentation	documentation	NOUN
easat-8468	209	9	and	and	CCONJ
easat-8468	209	10	coding	code	VERB
easat-8468	209	11	accuracy	accuracy	NOUN
easat-8468	209	12	,	,	PUNCT
easat-8468	209	13	indicating	indicate	VERB
easat-8468	209	14	that	that	SCONJ
easat-8468	209	15	insufficient	insufficient	ADJ
easat-8468	209	16	or	or	CCONJ
easat-8468	209	17	ambiguous	ambiguous	ADJ
easat-8468	209	18	documentation	documentation	NOUN
easat-8468	209	19	leads	lead	VERB
easat-8468	209	20	to	to	ADP
easat-8468	209	21	errors	error	NOUN
easat-8468	209	22	in	in	ADP
easat-8468	209	23	coding	code	VERB
easat-8468	209	24	and	and	CCONJ
easat-8468	209	25	negative	negative	ADJ
easat-8468	209	26	clinical	clinical	ADJ
easat-8468	209	27	and	and	CCONJ
easat-8468	209	28	financial	financial	ADJ
easat-8468	209	29	outcomes	outcome	NOUN
easat-8468	209	30	[	[	X
easat-8468	209	31	39	39	NUM
easat-8468	209	32	,	,	PUNCT
easat-8468	209	33	40	40	NUM
easat-8468	209	34	]	]	PUNCT
easat-8468	209	35	.	.	PUNCT
easat-8468	210	1	inaccuracies	inaccuracy	NOUN
easat-8468	210	2	in	in	ADP
easat-8468	210	3	ckd	ckd	PROPN
easat-8468	210	4	diagnosis	diagnosis	NOUN
easat-8468	210	5	codes	code	NOUN
easat-8468	210	6	typically	typically	ADV
easat-8468	210	7	stem	stem	VERB
easat-8468	210	8	from	from	ADP
easat-8468	210	9	several	several	ADJ
easat-8468	210	10	factors	factor	NOUN
easat-8468	210	11	,	,	PUNCT
easat-8468	210	12	including	include	VERB
easat-8468	210	13	incomplete	incomplete	ADJ
easat-8468	210	14	or	or	CCONJ
easat-8468	210	15	inconsistent	inconsistent	ADJ
easat-8468	210	16	documentation	documentation	NOUN
easat-8468	210	17	by	by	ADP
easat-8468	210	18	physicians	physician	NOUN
easat-8468	210	19	.	.	PUNCT
easat-8468	211	1	common	common	ADJ
easat-8468	211	2	issues	issue	NOUN
easat-8468	211	3	include	include	VERB
easat-8468	211	4	vague	vague	ADJ
easat-8468	211	5	or	or	CCONJ
easat-8468	211	6	nonspecific	nonspecific	ADJ
easat-8468	211	7	diagnoses	diagnosis	NOUN
easat-8468	211	8	that	that	PRON
easat-8468	211	9	do	do	AUX
easat-8468	211	10	not	not	PART
easat-8468	211	11	meet	meet	VERB
easat-8468	211	12	the	the	DET
easat-8468	211	13	level	level	NOUN
easat-8468	211	14	of	of	ADP
easat-8468	211	15	detail	detail	NOUN
easat-8468	211	16	required	require	VERB
easat-8468	211	17	by	by	ADP
easat-8468	211	18	icd-10	icd-10	NOUN
easat-8468	211	19	,	,	PUNCT
easat-8468	211	20	misunderstandings	misunderstanding	NOUN
easat-8468	211	21	of	of	ADP
easat-8468	211	22	coding	code	VERB
easat-8468	211	23	guidelines	guideline	NOUN
easat-8468	211	24	,	,	PUNCT
easat-8468	211	25	and	and	CCONJ
easat-8468	211	26	inadequate	inadequate	ADJ
easat-8468	211	27	training	training	NOUN
easat-8468	211	28	for	for	ADP
easat-8468	211	29	coding	code	VERB
easat-8468	211	30	personnel	personnel	NOUN
easat-8468	211	31	[	[	X
easat-8468	211	32	41	41	NUM
easat-8468	211	33	]	]	PUNCT
easat-8468	211	34	.	.	PUNCT
easat-8468	212	1	these	these	DET
easat-8468	212	2	issues	issue	NOUN
easat-8468	212	3	often	often	ADV
easat-8468	212	4	result	result	VERB
easat-8468	212	5	in	in	ADP
easat-8468	212	6	incorrect	incorrect	ADJ
easat-8468	212	7	code	code	NOUN
easat-8468	212	8	assignments	assignment	NOUN
easat-8468	212	9	,	,	PUNCT
easat-8468	212	10	as	as	SCONJ
easat-8468	212	11	coders	coder	NOUN
easat-8468	212	12	must	must	AUX
easat-8468	212	13	make	make	VERB
easat-8468	212	14	assumptions	assumption	NOUN
easat-8468	212	15	when	when	SCONJ
easat-8468	212	16	diagnoses	diagnosis	NOUN
easat-8468	212	17	lack	lack	VERB
easat-8468	212	18	sufficient	sufficient	ADJ
easat-8468	212	19	detail	detail	NOUN
easat-8468	212	20	[	[	X
easat-8468	212	21	3	3	NUM
easat-8468	212	22	,	,	PUNCT
easat-8468	212	23	42	42	NUM
easat-8468	212	24	]	]	PUNCT
easat-8468	212	25	.	.	PUNCT
easat-8468	213	1	studies	study	NOUN
easat-8468	213	2	further	far	ADV
easat-8468	213	3	emphasize	emphasize	VERB
easat-8468	213	4	that	that	PRON
easat-8468	213	5	clear	clear	ADJ
easat-8468	213	6	and	and	CCONJ
easat-8468	213	7	specific	specific	ADJ
easat-8468	213	8	diagnosis	diagnosis	NOUN
easat-8468	213	9	documentation	documentation	NOUN
easat-8468	213	10	significantly	significantly	ADV
easat-8468	213	11	improves	improve	VERB
easat-8468	213	12	coding	code	VERB
easat-8468	213	13	accuracy	accuracy	NOUN
easat-8468	213	14	[	[	X
easat-8468	213	15	43	43	NUM
easat-8468	213	16	]	]	PUNCT
easat-8468	213	17	.	.	PUNCT
easat-8468	214	1	for	for	ADP
easat-8468	214	2	instance	instance	NOUN
easat-8468	214	3	,	,	PUNCT
easat-8468	214	4	research	research	NOUN
easat-8468	214	5	has	have	AUX
easat-8468	214	6	shown	show	VERB
easat-8468	214	7	that	that	SCONJ
easat-8468	214	8	precise	precise	ADJ
easat-8468	214	9	and	and	CCONJ
easat-8468	214	10	detailed	detailed	ADJ
easat-8468	214	11	diagnosis	diagnosis	NOUN
easat-8468	214	12	writing	writing	NOUN
easat-8468	214	13	enhances	enhance	VERB
easat-8468	214	14	clarity	clarity	NOUN
easat-8468	214	15	and	and	CCONJ
easat-8468	214	16	aids	aids	NOUN
easat-8468	214	17	coders	coder	NOUN
easat-8468	214	18	in	in	ADP
easat-8468	214	19	accurately	accurately	ADV
easat-8468	214	20	reflecting	reflect	VERB
easat-8468	214	21	clinical	clinical	ADJ
easat-8468	214	22	realities	reality	NOUN
easat-8468	214	23	in	in	ADP
easat-8468	214	24	the	the	DET
easat-8468	214	25	coding	code	VERB
easat-8468	214	26	system	system	NOUN
easat-8468	214	27	[	[	X
easat-8468	214	28	44	44	NUM
easat-8468	214	29	]	]	PUNCT
easat-8468	214	30	.	.	PUNCT
easat-8468	215	1	supporting	support	VERB
easat-8468	215	2	the	the	DET
easat-8468	215	3	importance	importance	NOUN
easat-8468	215	4	of	of	ADP
easat-8468	215	5	clear	clear	ADJ
easat-8468	215	6	documentation	documentation	NOUN
easat-8468	215	7	,	,	PUNCT
easat-8468	215	8	studies	study	NOUN
easat-8468	215	9	demonstrate	demonstrate	VERB
easat-8468	215	10	that	that	SCONJ
easat-8468	215	11	improved	improved	ADJ
easat-8468	215	12	documentation	documentation	NOUN
easat-8468	215	13	practices	practice	NOUN
easat-8468	215	14	lead	lead	VERB
easat-8468	215	15	to	to	ADP
easat-8468	215	16	higher	high	ADJ
easat-8468	215	17	coding	code	VERB
easat-8468	215	18	accuracy	accuracy	NOUN
easat-8468	215	19	rates	rate	NOUN
easat-8468	215	20	.	.	PUNCT
easat-8468	216	1	munawaroh	munawaroh	NOUN
easat-8468	216	2	,	,	PUNCT
easat-8468	216	3	et	et	PROPN
easat-8468	216	4	al	al	PROPN
easat-8468	216	5	.	.	PUNCT
easat-8468	217	1	[	[	X
easat-8468	217	2	13	13	NUM
easat-8468	217	3	]	]	PUNCT
easat-8468	217	4	found	find	VERB
easat-8468	217	5	that	that	SCONJ
easat-8468	217	6	specific	specific	ADJ
easat-8468	217	7	and	and	CCONJ
easat-8468	217	8	clear	clear	ADJ
easat-8468	217	9	diagnosis	diagnosis	NOUN
easat-8468	217	10	writing	write	VERB
easat-8468	217	11	directly	directly	ADV
easat-8468	217	12	influences	influence	VERB
easat-8468	217	13	coding	code	VERB
easat-8468	217	14	accuracy	accuracy	NOUN
easat-8468	217	15	,	,	PUNCT
easat-8468	217	16	with	with	ADP
easat-8468	217	17	ambiguous	ambiguous	ADJ
easat-8468	217	18	entries	entry	NOUN
easat-8468	217	19	2739	2739	NUM
easat-8468	217	20	edelweiss	edelweiss	PROPN
easat-8468	217	21	applied	apply	VERB
easat-8468	217	22	science	science	NOUN
easat-8468	217	23	and	and	CCONJ
easat-8468	217	24	technology	technology	NOUN
easat-8468	217	25	issn	issn	PROPN
easat-8468	217	26	:	:	PUNCT
easat-8468	217	27	2576	2576	NUM
easat-8468	217	28	-	-	SYM
easat-8468	217	29	8484	8484	NUM
easat-8468	217	30	vol	vol	NOUN
easat-8468	217	31	.	.	PROPN
easat-8468	218	1	9	9	NUM
easat-8468	218	2	,	,	PUNCT
easat-8468	218	3	no	no	INTJ
easat-8468	218	4	.	.	NOUN
easat-8468	219	1	6	6	NUM
easat-8468	219	2	:	:	SYM
easat-8468	219	3	2731	2731	NUM
easat-8468	219	4	-	-	SYM
easat-8468	219	5	2742	2742	NUM
easat-8468	219	6	,	,	PUNCT
easat-8468	219	7	2025	2025	NUM
easat-8468	219	8	doi	doi	NOUN
easat-8468	219	9	:	:	PUNCT
easat-8468	219	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	219	11	©	©	PROPN
easat-8468	219	12	2025	2025	NUM
easat-8468	219	13	by	by	ADP
easat-8468	219	14	the	the	DET
easat-8468	219	15	authors	author	NOUN
easat-8468	219	16	;	;	PUNCT
easat-8468	219	17	licensee	licensee	PROPN
easat-8468	219	18	learning	learning	NOUN
easat-8468	219	19	gate	gate	NOUN
easat-8468	219	20	impairing	impair	VERB
easat-8468	219	21	the	the	DET
easat-8468	219	22	process	process	NOUN
easat-8468	219	23	and	and	CCONJ
easat-8468	219	24	ultimately	ultimately	ADV
easat-8468	219	25	affecting	affect	VERB
easat-8468	219	26	hospital	hospital	NOUN
easat-8468	219	27	revenue	revenue	NOUN
easat-8468	219	28	and	and	CCONJ
easat-8468	219	29	care	care	NOUN
easat-8468	219	30	quality	quality	NOUN
easat-8468	219	31	.	.	PUNCT
easat-8468	220	1	additionally	additionally	ADV
easat-8468	220	2	,	,	PUNCT
easat-8468	220	3	implementing	implement	VERB
easat-8468	220	4	comprehensive	comprehensive	ADJ
easat-8468	220	5	training	training	NOUN
easat-8468	220	6	programs	program	NOUN
easat-8468	220	7	for	for	ADP
easat-8468	220	8	healthcare	healthcare	NOUN
easat-8468	220	9	providers	provider	NOUN
easat-8468	220	10	and	and	CCONJ
easat-8468	220	11	regularly	regularly	ADV
easat-8468	220	12	evaluating	evaluate	VERB
easat-8468	220	13	documentation	documentation	NOUN
easat-8468	220	14	and	and	CCONJ
easat-8468	220	15	coding	coding	NOUN
easat-8468	220	16	practices	practice	NOUN
easat-8468	220	17	have	have	AUX
easat-8468	220	18	proven	prove	VERB
easat-8468	220	19	to	to	PART
easat-8468	220	20	improve	improve	VERB
easat-8468	220	21	coding	code	VERB
easat-8468	220	22	outcomes	outcome	NOUN
easat-8468	220	23	.	.	PUNCT
easat-8468	221	1	maryati	maryati	PROPN
easat-8468	221	2	,	,	PUNCT
easat-8468	221	3	et	et	PROPN
easat-8468	221	4	al	al	PROPN
easat-8468	221	5	.	.	PUNCT
easat-8468	222	1	[	[	X
easat-8468	222	2	45	45	NUM
easat-8468	222	3	]	]	PUNCT
easat-8468	222	4	stated	state	VERB
easat-8468	222	5	how	how	SCONJ
easat-8468	222	6	the	the	DET
easat-8468	222	7	quality	quality	NOUN
easat-8468	222	8	of	of	ADP
easat-8468	222	9	medical	medical	ADJ
easat-8468	222	10	information	information	NOUN
easat-8468	222	11	significantly	significantly	ADV
easat-8468	222	12	determines	determine	VERB
easat-8468	222	13	the	the	DET
easat-8468	222	14	quality	quality	NOUN
easat-8468	222	15	of	of	ADP
easat-8468	222	16	diagnosis	diagnosis	NOUN
easat-8468	222	17	codes	code	NOUN
easat-8468	222	18	,	,	PUNCT
easat-8468	222	19	suggesting	suggest	VERB
easat-8468	222	20	that	that	SCONJ
easat-8468	222	21	enhancing	enhance	VERB
easat-8468	222	22	clinician	clinician	NOUN
easat-8468	222	23	training	training	NOUN
easat-8468	222	24	and	and	CCONJ
easat-8468	222	25	documentation	documentation	NOUN
easat-8468	222	26	can	can	AUX
easat-8468	222	27	bridge	bridge	VERB
easat-8468	222	28	gaps	gap	NOUN
easat-8468	222	29	in	in	ADP
easat-8468	222	30	coding	code	VERB
easat-8468	222	31	accuracy	accuracy	NOUN
easat-8468	222	32	.	.	PUNCT
easat-8468	223	1	in	in	ADP
easat-8468	223	2	this	this	DET
easat-8468	223	3	study	study	NOUN
easat-8468	223	4	,	,	PUNCT
easat-8468	223	5	the	the	DET
easat-8468	223	6	results	result	NOUN
easat-8468	223	7	indicate	indicate	VERB
easat-8468	223	8	that	that	SCONJ
easat-8468	223	9	89	89	NUM
easat-8468	223	10	%	%	NOUN
easat-8468	223	11	of	of	ADP
easat-8468	223	12	ckd	ckd	PROPN
easat-8468	223	13	diagnosis	diagnosis	NOUN
easat-8468	223	14	codes	code	NOUN
easat-8468	223	15	adhered	adhere	VERB
easat-8468	223	16	to	to	ADP
easat-8468	223	17	icd-10	icd-10	DET
easat-8468	223	18	guidelines	guideline	NOUN
easat-8468	223	19	,	,	PUNCT
easat-8468	223	20	while	while	SCONJ
easat-8468	223	21	11	11	NUM
easat-8468	223	22	%	%	NOUN
easat-8468	223	23	were	be	AUX
easat-8468	223	24	inaccurate	inaccurate	ADJ
easat-8468	223	25	.	.	PUNCT
easat-8468	224	1	these	these	DET
easat-8468	224	2	inaccuracies	inaccuracy	NOUN
easat-8468	224	3	were	be	AUX
easat-8468	224	4	largely	largely	ADV
easat-8468	224	5	due	due	ADJ
easat-8468	224	6	to	to	ADP
easat-8468	224	7	incomplete	incomplete	ADJ
easat-8468	224	8	or	or	CCONJ
easat-8468	224	9	inaccurate	inaccurate	ADJ
easat-8468	224	10	diagnosis	diagnosis	NOUN
easat-8468	224	11	documentation	documentation	NOUN
easat-8468	224	12	,	,	PUNCT
easat-8468	224	13	which	which	PRON
easat-8468	224	14	was	be	AUX
easat-8468	224	15	especially	especially	ADV
easat-8468	224	16	apparent	apparent	ADJ
easat-8468	224	17	in	in	ADP
easat-8468	224	18	manual	manual	ADJ
easat-8468	224	19	coding	code	VERB
easat-8468	224	20	systems	system	NOUN
easat-8468	224	21	,	,	PUNCT
easat-8468	224	22	highlighting	highlight	VERB
easat-8468	224	23	the	the	DET
easat-8468	224	24	benefits	benefit	NOUN
easat-8468	224	25	of	of	ADP
easat-8468	224	26	using	use	VERB
easat-8468	224	27	electronic	electronic	ADJ
easat-8468	224	28	medical	medical	ADJ
easat-8468	224	29	records	record	NOUN
easat-8468	224	30	for	for	ADP
easat-8468	224	31	improving	improve	VERB
easat-8468	224	32	coding	code	VERB
easat-8468	224	33	accuracy	accuracy	NOUN
easat-8468	224	34	.	.	PUNCT
easat-8468	225	1	5.3	5.3	NUM
easat-8468	225	2	.	.	X
easat-8468	225	3	relationship	relationship	NOUN
easat-8468	225	4	between	between	ADP
easat-8468	225	5	specificity	specificity	NOUN
easat-8468	225	6	of	of	ADP
easat-8468	225	7	diagnosis	diagnosis	NOUN
easat-8468	225	8	writing	writing	NOUN
easat-8468	225	9	and	and	CCONJ
easat-8468	225	10	accuracy	accuracy	NOUN
easat-8468	225	11	of	of	ADP
easat-8468	225	12	ckd	ckd	PROPN
easat-8468	225	13	diagnosis	diagnosis	NOUN
easat-8468	225	14	codes	code	VERB
easat-8468	225	15	the	the	DET
easat-8468	225	16	statistical	statistical	ADJ
easat-8468	225	17	tests	test	NOUN
easat-8468	225	18	performed	perform	VERB
easat-8468	225	19	in	in	ADP
easat-8468	225	20	this	this	DET
easat-8468	225	21	study	study	NOUN
easat-8468	225	22	revealed	reveal	VERB
easat-8468	225	23	a	a	DET
easat-8468	225	24	substantial	substantial	ADJ
easat-8468	225	25	correlation	correlation	NOUN
easat-8468	225	26	between	between	ADP
easat-8468	225	27	the	the	DET
easat-8468	225	28	specificity	specificity	NOUN
easat-8468	225	29	of	of	ADP
easat-8468	225	30	diagnosis	diagnosis	NOUN
easat-8468	225	31	documentation	documentation	NOUN
easat-8468	225	32	and	and	CCONJ
easat-8468	225	33	the	the	DET
easat-8468	225	34	correctness	correctness	NOUN
easat-8468	225	35	of	of	ADP
easat-8468	225	36	the	the	DET
easat-8468	225	37	chronic	chronic	ADJ
easat-8468	225	38	kidney	kidney	NOUN
easat-8468	225	39	disease	disease	NOUN
easat-8468	225	40	(	(	PUNCT
easat-8468	225	41	ckd	ckd	NOUN
easat-8468	225	42	)	)	PUNCT
easat-8468	225	43	diagnosis	diagnosis	NOUN
easat-8468	225	44	code	code	NOUN
easat-8468	225	45	,	,	PUNCT
easat-8468	225	46	with	with	ADP
easat-8468	225	47	a	a	DET
easat-8468	225	48	p	p	NOUN
easat-8468	225	49	-	-	PUNCT
easat-8468	225	50	value	value	NOUN
easat-8468	225	51	<	<	NOUN
easat-8468	225	52	0.05	0.05	NUM
easat-8468	225	53	.	.	PUNCT
easat-8468	226	1	this	this	PRON
easat-8468	226	2	signifies	signify	VERB
easat-8468	226	3	that	that	SCONJ
easat-8468	226	4	the	the	DET
easat-8468	226	5	correlation	correlation	NOUN
easat-8468	226	6	between	between	ADP
easat-8468	226	7	the	the	DET
easat-8468	226	8	two	two	NUM
easat-8468	226	9	variables	variable	NOUN
easat-8468	226	10	is	be	AUX
easat-8468	226	11	genuine	genuine	ADJ
easat-8468	226	12	and	and	CCONJ
easat-8468	226	13	dependable	dependable	ADJ
easat-8468	226	14	.	.	PUNCT
easat-8468	227	1	the	the	DET
easat-8468	227	2	odds	odd	NOUN
easat-8468	227	3	ratio	ratio	NOUN
easat-8468	227	4	of	of	ADP
easat-8468	227	5	0.667	0.667	NUM
easat-8468	227	6	reinforces	reinforce	VERB
easat-8468	227	7	this	this	DET
easat-8468	227	8	conclusion	conclusion	NOUN
easat-8468	227	9	,	,	PUNCT
easat-8468	227	10	signifying	signify	VERB
easat-8468	227	11	that	that	SCONJ
easat-8468	227	12	a	a	DET
easat-8468	227	13	more	more	ADV
easat-8468	227	14	specific	specific	ADJ
easat-8468	227	15	ckd	ckd	NOUN
easat-8468	227	16	diagnosis	diagnosis	NOUN
easat-8468	227	17	enhances	enhance	VERB
easat-8468	227	18	the	the	DET
easat-8468	227	19	likelihood	likelihood	NOUN
easat-8468	227	20	of	of	ADP
easat-8468	227	21	accurate	accurate	ADJ
easat-8468	227	22	ckd	ckd	PROPN
easat-8468	227	23	diagnosis	diagnosis	NOUN
easat-8468	227	24	coding	code	VERB
easat-8468	227	25	by	by	ADP
easat-8468	227	26	0.667	0.667	NUM
easat-8468	227	27	times	time	NOUN
easat-8468	227	28	compared	compare	VERB
easat-8468	227	29	to	to	ADP
easat-8468	227	30	a	a	DET
easat-8468	227	31	non	non	ADJ
easat-8468	227	32	-	-	ADJ
easat-8468	227	33	specific	specific	ADJ
easat-8468	227	34	diagnosis	diagnosis	NOUN
easat-8468	227	35	.	.	PUNCT
easat-8468	228	1	a	a	DET
easat-8468	228	2	more	more	ADV
easat-8468	228	3	complete	complete	ADJ
easat-8468	228	4	and	and	CCONJ
easat-8468	228	5	precise	precise	ADJ
easat-8468	228	6	ckd	ckd	NOUN
easat-8468	228	7	diagnosis	diagnosis	NOUN
easat-8468	228	8	enhances	enhance	VERB
easat-8468	228	9	the	the	DET
easat-8468	228	10	likelihood	likelihood	NOUN
easat-8468	228	11	that	that	SCONJ
easat-8468	228	12	the	the	DET
easat-8468	228	13	applied	apply	VERB
easat-8468	228	14	diagnosis	diagnosis	NOUN
easat-8468	228	15	code	code	NOUN
easat-8468	228	16	aligns	align	VERB
easat-8468	228	17	with	with	ADP
easat-8468	228	18	icd-10	icd-10	DET
easat-8468	228	19	rules	rule	NOUN
easat-8468	228	20	,	,	PUNCT
easat-8468	228	21	hence	hence	ADV
easat-8468	228	22	facilitating	facilitate	VERB
easat-8468	228	23	more	more	ADV
easat-8468	228	24	accurate	accurate	ADJ
easat-8468	228	25	coding	coding	NOUN
easat-8468	228	26	and	and	CCONJ
easat-8468	228	27	improved	improved	ADJ
easat-8468	228	28	disease	disease	NOUN
easat-8468	228	29	management	management	NOUN
easat-8468	228	30	.	.	PUNCT
easat-8468	229	1	this	this	DET
easat-8468	229	2	finding	finding	NOUN
easat-8468	229	3	aligns	align	VERB
easat-8468	229	4	with	with	ADP
easat-8468	229	5	previous	previous	ADJ
easat-8468	229	6	literature	literature	NOUN
easat-8468	229	7	,	,	PUNCT
easat-8468	229	8	which	which	PRON
easat-8468	229	9	verifies	verify	VERB
easat-8468	229	10	that	that	SCONJ
easat-8468	229	11	the	the	DET
easat-8468	229	12	precision	precision	NOUN
easat-8468	229	13	of	of	ADP
easat-8468	229	14	diagnosis	diagnosis	NOUN
easat-8468	229	15	coding	code	VERB
easat-8468	229	16	is	be	AUX
easat-8468	229	17	significantly	significantly	ADV
easat-8468	229	18	linked	link	VERB
easat-8468	229	19	to	to	ADP
easat-8468	229	20	patient	patient	ADJ
easat-8468	229	21	care	care	NOUN
easat-8468	229	22	outcomes	outcome	NOUN
easat-8468	229	23	.	.	PUNCT
easat-8468	230	1	prior	prior	ADJ
easat-8468	230	2	research	research	NOUN
easat-8468	230	3	indicates	indicate	VERB
easat-8468	230	4	that	that	SCONJ
easat-8468	230	5	precise	precise	ADJ
easat-8468	230	6	coding	coding	NOUN
easat-8468	230	7	for	for	ADP
easat-8468	230	8	chronic	chronic	ADJ
easat-8468	230	9	kidney	kidney	NOUN
easat-8468	230	10	disease	disease	NOUN
easat-8468	230	11	(	(	PUNCT
easat-8468	230	12	ckd	ckd	NOUN
easat-8468	230	13	)	)	PUNCT
easat-8468	230	14	can	can	AUX
easat-8468	230	15	diminish	diminish	VERB
easat-8468	230	16	hospitalization	hospitalization	NOUN
easat-8468	230	17	rates	rate	NOUN
easat-8468	230	18	and	and	CCONJ
easat-8468	230	19	cardiovascular	cardiovascular	ADJ
easat-8468	230	20	incidents	incident	NOUN
easat-8468	230	21	,	,	PUNCT
easat-8468	230	22	while	while	SCONJ
easat-8468	230	23	also	also	ADV
easat-8468	230	24	enhancing	enhance	VERB
easat-8468	230	25	the	the	DET
easat-8468	230	26	appropriateness	appropriateness	NOUN
easat-8468	230	27	of	of	ADP
easat-8468	230	28	therapies	therapy	NOUN
easat-8468	230	29	[	[	X
easat-8468	230	30	46	46	NUM
easat-8468	230	31	,	,	PUNCT
easat-8468	230	32	47	47	NUM
easat-8468	230	33	]	]	PUNCT
easat-8468	230	34	.	.	PUNCT
easat-8468	231	1	adherence	adherence	NOUN
easat-8468	231	2	to	to	ADP
easat-8468	231	3	criteria	criterion	NOUN
easat-8468	231	4	for	for	ADP
easat-8468	231	5	precise	precise	ADJ
easat-8468	231	6	documenting	documenting	NOUN
easat-8468	231	7	of	of	ADP
easat-8468	231	8	diagnoses	diagnosis	NOUN
easat-8468	231	9	by	by	ADP
easat-8468	231	10	healthcare	healthcare	NOUN
easat-8468	231	11	professionals	professional	NOUN
easat-8468	231	12	enhances	enhance	VERB
easat-8468	231	13	the	the	DET
easat-8468	231	14	surveillance	surveillance	NOUN
easat-8468	231	15	and	and	CCONJ
easat-8468	231	16	management	management	NOUN
easat-8468	231	17	of	of	ADP
easat-8468	231	18	chronic	chronic	ADJ
easat-8468	231	19	kidney	kidney	NOUN
easat-8468	231	20	disease	disease	NOUN
easat-8468	231	21	(	(	PUNCT
easat-8468	231	22	ckd	ckd	NOUN
easat-8468	231	23	)	)	PUNCT
easat-8468	231	24	,	,	PUNCT
easat-8468	231	25	potentially	potentially	ADV
easat-8468	231	26	decelerating	decelerate	VERB
easat-8468	231	27	disease	disease	NOUN
easat-8468	231	28	progression	progression	NOUN
easat-8468	231	29	[	[	X
easat-8468	231	30	48	48	NUM
easat-8468	231	31	,	,	PUNCT
easat-8468	231	32	49	49	NUM
easat-8468	231	33	]	]	PUNCT
easat-8468	231	34	.	.	PUNCT
easat-8468	232	1	moreover	moreover	ADV
easat-8468	232	2	,	,	PUNCT
easat-8468	232	3	precise	precise	ADJ
easat-8468	232	4	coding	code	VERB
easat-8468	232	5	not	not	PART
easat-8468	232	6	only	only	ADV
easat-8468	232	7	represents	represent	VERB
easat-8468	232	8	the	the	DET
easat-8468	232	9	clinical	clinical	ADJ
easat-8468	232	10	reality	reality	NOUN
easat-8468	232	11	of	of	ADP
easat-8468	232	12	ckd	ckd	PROPN
easat-8468	232	13	but	but	CCONJ
easat-8468	232	14	also	also	ADV
easat-8468	232	15	guarantees	guarantee	VERB
easat-8468	232	16	the	the	DET
easat-8468	232	17	optimal	optimal	ADJ
easat-8468	232	18	distribution	distribution	NOUN
easat-8468	232	19	of	of	ADP
easat-8468	232	20	healthcare	healthcare	NOUN
easat-8468	232	21	resources	resource	NOUN
easat-8468	233	1	[	[	X
easat-8468	233	2	21	21	NUM
easat-8468	233	3	,	,	PUNCT
easat-8468	233	4	22	22	NUM
easat-8468	233	5	]	]	PUNCT
easat-8468	233	6	.	.	PUNCT
easat-8468	234	1	research	research	NOUN
easat-8468	234	2	indicates	indicate	VERB
easat-8468	234	3	that	that	SCONJ
easat-8468	234	4	the	the	DET
easat-8468	234	5	utilization	utilization	NOUN
easat-8468	234	6	of	of	ADP
easat-8468	234	7	precise	precise	ADJ
easat-8468	234	8	medical	medical	ADJ
easat-8468	234	9	terminology	terminology	NOUN
easat-8468	234	10	and	and	CCONJ
easat-8468	234	11	uniformity	uniformity	NOUN
easat-8468	234	12	in	in	ADP
easat-8468	234	13	documenting	document	VERB
easat-8468	234	14	diagnoses	diagnosis	NOUN
easat-8468	234	15	is	be	AUX
easat-8468	234	16	crucial	crucial	ADJ
easat-8468	234	17	to	to	PART
easat-8468	234	18	avert	avert	VERB
easat-8468	234	19	coding	coding	NOUN
easat-8468	234	20	inaccuracies	inaccuracy	NOUN
easat-8468	234	21	.	.	PUNCT
easat-8468	235	1	numerous	numerous	ADJ
easat-8468	235	2	investigations	investigation	NOUN
easat-8468	235	3	have	have	AUX
easat-8468	235	4	established	establish	VERB
easat-8468	235	5	a	a	DET
easat-8468	235	6	robust	robust	ADJ
easat-8468	235	7	correlation	correlation	NOUN
easat-8468	235	8	between	between	ADP
easat-8468	235	9	diagnostic	diagnostic	ADJ
easat-8468	235	10	specificity	specificity	NOUN
easat-8468	235	11	and	and	CCONJ
easat-8468	235	12	coding	code	VERB
easat-8468	235	13	accuracy	accuracy	NOUN
easat-8468	235	14	.	.	PUNCT
easat-8468	236	1	research	research	NOUN
easat-8468	236	2	examining	examine	VERB
easat-8468	236	3	administrative	administrative	ADJ
easat-8468	236	4	claims	claim	NOUN
easat-8468	236	5	data	datum	NOUN
easat-8468	236	6	revealed	reveal	VERB
easat-8468	236	7	that	that	SCONJ
easat-8468	236	8	ambiguity	ambiguity	NOUN
easat-8468	236	9	in	in	ADP
easat-8468	236	10	ckd	ckd	PROPN
easat-8468	236	11	coding	coding	NOUN
easat-8468	236	12	resulted	result	VERB
easat-8468	236	13	in	in	ADP
easat-8468	236	14	substantial	substantial	ADJ
easat-8468	236	15	underreporting	underreporting	NOUN
easat-8468	236	16	,	,	PUNCT
easat-8468	236	17	therefore	therefore	ADV
easat-8468	236	18	undermining	undermine	VERB
easat-8468	236	19	estimates	estimate	NOUN
easat-8468	236	20	of	of	ADP
easat-8468	236	21	illness	illness	NOUN
easat-8468	236	22	burden	burden	NOUN
easat-8468	236	23	and	and	CCONJ
easat-8468	236	24	management	management	NOUN
easat-8468	236	25	outcomes	outcome	NOUN
easat-8468	236	26	[	[	X
easat-8468	236	27	50	50	NUM
easat-8468	236	28	]	]	PUNCT
easat-8468	236	29	.	.	PUNCT
easat-8468	237	1	the	the	DET
easat-8468	237	2	utilization	utilization	NOUN
easat-8468	237	3	of	of	ADP
easat-8468	237	4	precise	precise	ADJ
easat-8468	237	5	medical	medical	ADJ
easat-8468	237	6	terminology	terminology	NOUN
easat-8468	237	7	significantly	significantly	ADV
easat-8468	237	8	influences	influence	VERB
easat-8468	237	9	the	the	DET
easat-8468	237	10	efficacy	efficacy	NOUN
easat-8468	237	11	of	of	ADP
easat-8468	237	12	the	the	DET
easat-8468	237	13	clinical	clinical	ADJ
easat-8468	237	14	coding	code	VERB
easat-8468	237	15	process	process	NOUN
easat-8468	237	16	,	,	PUNCT
easat-8468	237	17	maintaining	maintain	VERB
easat-8468	237	18	a	a	DET
easat-8468	237	19	consistent	consistent	ADJ
easat-8468	237	20	correlation	correlation	NOUN
easat-8468	237	21	between	between	ADP
easat-8468	237	22	documented	document	VERB
easat-8468	237	23	diagnoses	diagnosis	NOUN
easat-8468	237	24	and	and	CCONJ
easat-8468	237	25	suitable	suitable	ADJ
easat-8468	237	26	treatment	treatment	NOUN
easat-8468	237	27	procedures	procedure	NOUN
easat-8468	237	28	.	.	PUNCT
easat-8468	238	1	consequently	consequently	ADV
easat-8468	238	2	,	,	PUNCT
easat-8468	238	3	educating	educate	VERB
easat-8468	238	4	medical	medical	ADJ
easat-8468	238	5	professionals	professional	NOUN
easat-8468	238	6	in	in	ADP
easat-8468	238	7	the	the	DET
easat-8468	238	8	use	use	NOUN
easat-8468	238	9	of	of	ADP
easat-8468	238	10	precise	precise	ADJ
easat-8468	238	11	terminology	terminology	NOUN
easat-8468	238	12	and	and	CCONJ
easat-8468	238	13	effective	effective	ADJ
easat-8468	238	14	documentation	documentation	NOUN
easat-8468	238	15	techniques	technique	NOUN
easat-8468	238	16	is	be	AUX
easat-8468	238	17	crucial	crucial	ADJ
easat-8468	238	18	for	for	ADP
easat-8468	238	19	enhancing	enhance	VERB
easat-8468	238	20	coding	code	VERB
easat-8468	238	21	quality	quality	NOUN
easat-8468	238	22	and	and	CCONJ
easat-8468	238	23	,	,	PUNCT
easat-8468	238	24	ultimately	ultimately	ADV
easat-8468	238	25	,	,	PUNCT
easat-8468	238	26	patient	patient	ADJ
easat-8468	238	27	outcomes	outcome	NOUN
easat-8468	238	28	in	in	ADP
easat-8468	238	29	multidisciplinary	multidisciplinary	ADJ
easat-8468	238	30	environments	environment	NOUN
easat-8468	238	31	[	[	X
easat-8468	238	32	51	51	NUM
easat-8468	238	33	,	,	PUNCT
easat-8468	238	34	52	52	NUM
easat-8468	238	35	]	]	PUNCT
easat-8468	238	36	.	.	PUNCT
easat-8468	239	1	this	this	DET
easat-8468	239	2	study	study	NOUN
easat-8468	239	3	possesses	possess	VERB
easat-8468	239	4	multiple	multiple	ADJ
easat-8468	239	5	limitations	limitation	NOUN
easat-8468	239	6	that	that	PRON
easat-8468	239	7	warrant	warrant	VERB
easat-8468	239	8	consideration	consideration	NOUN
easat-8468	239	9	.	.	PUNCT
easat-8468	240	1	the	the	DET
easat-8468	240	2	potential	potential	NOUN
easat-8468	240	3	for	for	ADP
easat-8468	240	4	bias	bias	NOUN
easat-8468	240	5	in	in	ADP
easat-8468	240	6	medical	medical	ADJ
easat-8468	240	7	record	record	NOUN
easat-8468	240	8	data	datum	NOUN
easat-8468	240	9	,	,	PUNCT
easat-8468	240	10	including	include	VERB
easat-8468	240	11	incompleteness	incompleteness	NOUN
easat-8468	240	12	or	or	CCONJ
easat-8468	240	13	disagreement	disagreement	NOUN
easat-8468	240	14	with	with	ADP
easat-8468	240	15	icd-10	icd-10	DET
easat-8468	240	16	standards	standard	NOUN
easat-8468	240	17	,	,	PUNCT
easat-8468	240	18	may	may	AUX
easat-8468	240	19	compromise	compromise	VERB
easat-8468	240	20	the	the	DET
easat-8468	240	21	accuracy	accuracy	NOUN
easat-8468	240	22	of	of	ADP
easat-8468	240	23	the	the	DET
easat-8468	240	24	analytical	analytical	ADJ
easat-8468	240	25	results	result	NOUN
easat-8468	240	26	.	.	PUNCT
easat-8468	241	1	moreover	moreover	ADV
easat-8468	241	2	,	,	PUNCT
easat-8468	241	3	human	human	ADJ
easat-8468	241	4	coding	code	VERB
easat-8468	241	5	inaccuracies	inaccuracy	NOUN
easat-8468	241	6	that	that	PRON
easat-8468	241	7	are	be	AUX
easat-8468	241	8	not	not	PART
easat-8468	241	9	entirely	entirely	ADV
easat-8468	241	10	manageable	manageable	ADJ
easat-8468	241	11	constitute	constitute	VERB
easat-8468	241	12	a	a	DET
easat-8468	241	13	constraint	constraint	NOUN
easat-8468	241	14	,	,	PUNCT
easat-8468	241	15	particularly	particularly	ADV
easat-8468	241	16	when	when	SCONJ
easat-8468	241	17	coders	coder	NOUN
easat-8468	241	18	lack	lack	VERB
easat-8468	241	19	comprehensive	comprehensive	ADJ
easat-8468	241	20	or	or	CCONJ
easat-8468	241	21	explicit	explicit	ADJ
easat-8468	241	22	access	access	NOUN
easat-8468	241	23	to	to	ADP
easat-8468	241	24	the	the	DET
easat-8468	241	25	information	information	NOUN
easat-8468	241	26	inside	inside	ADP
easat-8468	241	27	the	the	DET
easat-8468	241	28	medical	medical	ADJ
easat-8468	241	29	record	record	NOUN
easat-8468	241	30	.	.	PUNCT
easat-8468	242	1	this	this	PRON
easat-8468	242	2	is	be	AUX
easat-8468	242	3	substantiated	substantiate	VERB
easat-8468	242	4	by	by	ADP
easat-8468	242	5	research	research	NOUN
easat-8468	242	6	indicating	indicate	VERB
easat-8468	242	7	that	that	SCONJ
easat-8468	242	8	coding	code	VERB
easat-8468	242	9	errors	error	NOUN
easat-8468	242	10	frequently	frequently	ADV
easat-8468	242	11	arise	arise	VERB
easat-8468	242	12	from	from	ADP
easat-8468	242	13	insufficient	insufficient	ADJ
easat-8468	242	14	or	or	CCONJ
easat-8468	242	15	inconsistent	inconsistent	ADJ
easat-8468	242	16	diagnoses	diagnosis	NOUN
easat-8468	242	17	documented	document	VERB
easat-8468	242	18	in	in	ADP
easat-8468	242	19	medical	medical	ADJ
easat-8468	242	20	records	record	NOUN
easat-8468	242	21	[	[	X
easat-8468	242	22	24	24	NUM
easat-8468	242	23	]	]	PUNCT
easat-8468	242	24	.	.	PUNCT
easat-8468	243	1	to	to	PART
easat-8468	243	2	address	address	VERB
easat-8468	243	3	these	these	DET
easat-8468	243	4	constraints	constraint	NOUN
easat-8468	243	5	,	,	PUNCT
easat-8468	243	6	additional	additional	ADJ
easat-8468	243	7	study	study	NOUN
easat-8468	243	8	is	be	AUX
easat-8468	243	9	advised	advise	VERB
easat-8468	243	10	to	to	PART
easat-8468	243	11	implement	implement	VERB
easat-8468	243	12	more	more	ADJ
easat-8468	243	13	rigorous	rigorous	ADJ
easat-8468	243	14	medical	medical	ADJ
easat-8468	243	15	coding	code	VERB
easat-8468	243	16	training	training	NOUN
easat-8468	243	17	for	for	ADP
easat-8468	243	18	physicians	physician	NOUN
easat-8468	243	19	and	and	CCONJ
easat-8468	243	20	medical	medical	ADJ
easat-8468	243	21	record	record	NOUN
easat-8468	243	22	personnel	personnel	NOUN
easat-8468	243	23	,	,	PUNCT
easat-8468	243	24	aimed	aim	VERB
easat-8468	243	25	at	at	ADP
easat-8468	243	26	enhancing	enhance	VERB
easat-8468	243	27	the	the	DET
easat-8468	243	28	precision	precision	NOUN
easat-8468	243	29	and	and	CCONJ
easat-8468	243	30	accuracy	accuracy	NOUN
easat-8468	243	31	of	of	ADP
easat-8468	243	32	diagnosis	diagnosis	NOUN
easat-8468	243	33	documentation	documentation	NOUN
easat-8468	243	34	.	.	PUNCT
easat-8468	244	1	employing	employ	VERB
easat-8468	244	2	automated	automate	VERB
easat-8468	244	3	coding	code	VERB
easat-8468	244	4	technology	technology	NOUN
easat-8468	244	5	is	be	AUX
easat-8468	244	6	advised	advise	VERB
easat-8468	244	7	to	to	PART
easat-8468	244	8	reduce	reduce	VERB
easat-8468	244	9	human	human	ADJ
easat-8468	244	10	error	error	NOUN
easat-8468	244	11	in	in	ADP
easat-8468	244	12	the	the	DET
easat-8468	244	13	coding	code	VERB
easat-8468	244	14	process	process	NOUN
easat-8468	244	15	,	,	PUNCT
easat-8468	244	16	which	which	PRON
easat-8468	244	17	has	have	AUX
easat-8468	244	18	been	be	AUX
easat-8468	244	19	demonstrated	demonstrate	VERB
easat-8468	244	20	to	to	PART
easat-8468	244	21	enhance	enhance	VERB
easat-8468	244	22	accuracy	accuracy	NOUN
easat-8468	244	23	greatly	greatly	ADV
easat-8468	244	24	[	[	X
easat-8468	244	25	22	22	NUM
easat-8468	244	26	]	]	PUNCT
easat-8468	244	27	.	.	PUNCT
easat-8468	245	1	furthermore	furthermore	ADV
easat-8468	245	2	,	,	PUNCT
easat-8468	245	3	it	it	PRON
easat-8468	245	4	is	be	AUX
easat-8468	245	5	essential	essential	ADJ
easat-8468	245	6	to	to	PART
easat-8468	245	7	prioritize	prioritize	VERB
easat-8468	245	8	effective	effective	ADJ
easat-8468	245	9	communication	communication	NOUN
easat-8468	245	10	between	between	ADP
easat-8468	245	11	physicians	physician	NOUN
easat-8468	245	12	and	and	CCONJ
easat-8468	245	13	medical	medical	ADJ
easat-8468	245	14	record	record	NOUN
easat-8468	245	15	personnel	personnel	NOUN
easat-8468	245	16	to	to	PART
easat-8468	245	17	ensure	ensure	VERB
easat-8468	245	18	that	that	SCONJ
easat-8468	245	19	the	the	DET
easat-8468	245	20	information	information	NOUN
easat-8468	245	21	documented	document	VERB
easat-8468	245	22	in	in	ADP
easat-8468	245	23	medical	medical	ADJ
easat-8468	245	24	records	record	NOUN
easat-8468	245	25	is	be	AUX
easat-8468	245	26	comprehensive	comprehensive	ADJ
easat-8468	245	27	and	and	CCONJ
easat-8468	245	28	precise	precise	ADJ
easat-8468	245	29	,	,	PUNCT
easat-8468	245	30	hence	hence	ADV
easat-8468	245	31	enhancing	enhance	VERB
easat-8468	245	32	the	the	DET
easat-8468	245	33	quality	quality	NOUN
easat-8468	245	34	of	of	ADP
easat-8468	245	35	coding	code	VERB
easat-8468	245	36	and	and	CCONJ
easat-8468	245	37	patient	patient	ADJ
easat-8468	245	38	care	care	NOUN
easat-8468	245	39	results	result	NOUN
easat-8468	245	40	.	.	PUNCT
easat-8468	246	1	2740	2740	NUM
easat-8468	246	2	edelweiss	edelweiss	PROPN
easat-8468	246	3	applied	apply	VERB
easat-8468	246	4	science	science	NOUN
easat-8468	246	5	and	and	CCONJ
easat-8468	246	6	technology	technology	NOUN
easat-8468	246	7	issn	issn	PROPN
easat-8468	246	8	:	:	PUNCT
easat-8468	246	9	2576	2576	NUM
easat-8468	246	10	-	-	SYM
easat-8468	246	11	8484	8484	NUM
easat-8468	246	12	vol	vol	NOUN
easat-8468	246	13	.	.	PROPN
easat-8468	247	1	9	9	NUM
easat-8468	247	2	,	,	PUNCT
easat-8468	247	3	no	no	INTJ
easat-8468	247	4	.	.	NOUN
easat-8468	248	1	6	6	NUM
easat-8468	248	2	:	:	SYM
easat-8468	248	3	2731	2731	NUM
easat-8468	248	4	-	-	SYM
easat-8468	248	5	2742	2742	NUM
easat-8468	248	6	,	,	PUNCT
easat-8468	248	7	2025	2025	NUM
easat-8468	248	8	doi	doi	NOUN
easat-8468	248	9	:	:	PUNCT
easat-8468	248	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	248	11	©	©	PROPN
easat-8468	248	12	2025	2025	NUM
easat-8468	248	13	by	by	ADP
easat-8468	248	14	the	the	DET
easat-8468	248	15	authors	author	NOUN
easat-8468	248	16	;	;	PUNCT
easat-8468	248	17	licensee	licensee	PROPN
easat-8468	248	18	learning	learning	NOUN
easat-8468	248	19	gate	gate	NOUN
easat-8468	248	20	6	6	NUM
easat-8468	248	21	.	.	PUNCT
easat-8468	249	1	conclusions	conclusion	NOUN
easat-8468	249	2	and	and	CCONJ
easat-8468	249	3	recommendations	recommendation	NOUN
easat-8468	249	4	this	this	DET
easat-8468	249	5	study	study	NOUN
easat-8468	249	6	examined	examine	VERB
easat-8468	249	7	the	the	DET
easat-8468	249	8	specificity	specificity	NOUN
easat-8468	249	9	of	of	ADP
easat-8468	249	10	diagnosis	diagnosis	NOUN
easat-8468	249	11	writing	write	VERB
easat-8468	249	12	for	for	ADP
easat-8468	249	13	chronic	chronic	ADJ
easat-8468	249	14	kidney	kidney	NOUN
easat-8468	249	15	disease	disease	NOUN
easat-8468	249	16	(	(	PUNCT
easat-8468	249	17	ckd	ckd	NOUN
easat-8468	249	18	)	)	PUNCT
easat-8468	249	19	and	and	CCONJ
easat-8468	249	20	the	the	DET
easat-8468	249	21	accuracy	accuracy	NOUN
easat-8468	249	22	of	of	ADP
easat-8468	249	23	the	the	DET
easat-8468	249	24	associated	associated	ADJ
easat-8468	249	25	diagnosis	diagnosis	NOUN
easat-8468	249	26	codes	code	NOUN
easat-8468	249	27	.	.	PUNCT
easat-8468	250	1	the	the	DET
easat-8468	250	2	results	result	NOUN
easat-8468	250	3	showed	show	VERB
easat-8468	250	4	that	that	SCONJ
easat-8468	250	5	out	out	ADP
easat-8468	250	6	of	of	ADP
easat-8468	250	7	110	110	NUM
easat-8468	250	8	medical	medical	ADJ
easat-8468	250	9	record	record	NOUN
easat-8468	250	10	documents	document	NOUN
easat-8468	250	11	analyzed	analyze	VERB
easat-8468	250	12	,	,	PUNCT
easat-8468	250	13	78	78	NUM
easat-8468	250	14	documents	document	NOUN
easat-8468	250	15	(	(	PUNCT
easat-8468	250	16	70.9	70.9	NUM
easat-8468	250	17	%	%	NOUN
easat-8468	250	18	)	)	PUNCT
easat-8468	250	19	had	have	VERB
easat-8468	250	20	a	a	DET
easat-8468	250	21	specific	specific	ADJ
easat-8468	250	22	ckd	ckd	NOUN
easat-8468	250	23	diagnosis	diagnosis	NOUN
easat-8468	250	24	,	,	PUNCT
easat-8468	250	25	while	while	SCONJ
easat-8468	250	26	32	32	NUM
easat-8468	250	27	documents	document	NOUN
easat-8468	250	28	(	(	PUNCT
easat-8468	250	29	29.1	29.1	NUM
easat-8468	250	30	%	%	NOUN
easat-8468	250	31	)	)	PUNCT
easat-8468	250	32	lacked	lack	VERB
easat-8468	250	33	specificity	specificity	NOUN
easat-8468	250	34	.	.	PUNCT
easat-8468	251	1	regarding	regard	VERB
easat-8468	251	2	the	the	DET
easat-8468	251	3	accuracy	accuracy	NOUN
easat-8468	251	4	of	of	ADP
easat-8468	251	5	the	the	DET
easat-8468	251	6	diagnosis	diagnosis	NOUN
easat-8468	251	7	codes	code	NOUN
easat-8468	251	8	for	for	ADP
easat-8468	251	9	ckd	ckd	PROPN
easat-8468	251	10	,	,	PUNCT
easat-8468	251	11	98	98	NUM
easat-8468	251	12	documents	document	NOUN
easat-8468	251	13	(	(	PUNCT
easat-8468	251	14	89	89	NUM
easat-8468	251	15	%	%	NOUN
easat-8468	251	16	)	)	PUNCT
easat-8468	251	17	were	be	AUX
easat-8468	251	18	correctly	correctly	ADV
easat-8468	251	19	coded	code	VERB
easat-8468	251	20	,	,	PUNCT
easat-8468	251	21	while	while	SCONJ
easat-8468	251	22	12	12	NUM
easat-8468	251	23	documents	document	NOUN
easat-8468	251	24	(	(	PUNCT
easat-8468	251	25	11	11	NUM
easat-8468	251	26	%	%	NOUN
easat-8468	251	27	)	)	PUNCT
easat-8468	251	28	had	have	VERB
easat-8468	251	29	inaccurate	inaccurate	ADJ
easat-8468	251	30	codes	code	NOUN
easat-8468	251	31	.	.	PUNCT
easat-8468	252	1	the	the	DET
easat-8468	252	2	chi	chi	ADJ
easat-8468	252	3	-	-	PUNCT
easat-8468	252	4	square	square	ADJ
easat-8468	252	5	test	test	NOUN
easat-8468	252	6	performed	perform	VERB
easat-8468	252	7	using	use	VERB
easat-8468	252	8	spss	spss	PROPN
easat-8468	252	9	version	version	NOUN
easat-8468	252	10	25	25	NUM
easat-8468	252	11	yielded	yield	VERB
easat-8468	252	12	a	a	DET
easat-8468	252	13	p	p	NOUN
easat-8468	252	14	-	-	PUNCT
easat-8468	252	15	value	value	NOUN
easat-8468	252	16	of	of	ADP
easat-8468	252	17	0.00	0.00	NUM
easat-8468	252	18	,	,	PUNCT
easat-8468	252	19	indicating	indicate	VERB
easat-8468	252	20	a	a	DET
easat-8468	252	21	statistically	statistically	ADV
easat-8468	252	22	significant	significant	ADJ
easat-8468	252	23	relationship	relationship	NOUN
easat-8468	252	24	(	(	PUNCT
easat-8468	252	25	p	p	X
easat-8468	252	26	<	<	X
easat-8468	252	27	0.05	0.05	NUM
easat-8468	252	28	)	)	PUNCT
easat-8468	252	29	between	between	ADP
easat-8468	252	30	the	the	DET
easat-8468	252	31	specificity	specificity	NOUN
easat-8468	252	32	of	of	ADP
easat-8468	252	33	diagnosis	diagnosis	NOUN
easat-8468	252	34	writing	writing	NOUN
easat-8468	252	35	and	and	CCONJ
easat-8468	252	36	the	the	DET
easat-8468	252	37	accuracy	accuracy	NOUN
easat-8468	252	38	of	of	ADP
easat-8468	252	39	diagnosis	diagnosis	NOUN
easat-8468	252	40	coding	coding	NOUN
easat-8468	252	41	.	.	PUNCT
easat-8468	253	1	additionally	additionally	ADV
easat-8468	253	2	,	,	PUNCT
easat-8468	253	3	the	the	DET
easat-8468	253	4	calculated	calculate	VERB
easat-8468	253	5	odds	odd	NOUN
easat-8468	253	6	ratio	ratio	NOUN
easat-8468	253	7	of	of	ADP
easat-8468	253	8	0.667	0.667	NUM
easat-8468	253	9	suggests	suggest	VERB
easat-8468	253	10	that	that	SCONJ
easat-8468	253	11	a	a	DET
easat-8468	253	12	more	more	ADV
easat-8468	253	13	specific	specific	ADJ
easat-8468	253	14	diagnosis	diagnosis	NOUN
easat-8468	253	15	increases	increase	VERB
easat-8468	253	16	the	the	DET
easat-8468	253	17	chance	chance	NOUN
easat-8468	253	18	of	of	ADP
easat-8468	253	19	accurate	accurate	ADJ
easat-8468	253	20	coding	coding	NOUN
easat-8468	253	21	by	by	ADP
easat-8468	253	22	0.667	0.667	NUM
easat-8468	253	23	times	time	NOUN
easat-8468	253	24	compared	compare	VERB
easat-8468	253	25	to	to	ADP
easat-8468	253	26	a	a	DET
easat-8468	253	27	non	non	ADJ
easat-8468	253	28	-	-	ADJ
easat-8468	253	29	specific	specific	ADJ
easat-8468	253	30	diagnosis	diagnosis	NOUN
easat-8468	253	31	.	.	PUNCT
easat-8468	254	1	based	base	VERB
easat-8468	254	2	on	on	ADP
easat-8468	254	3	these	these	DET
easat-8468	254	4	findings	finding	NOUN
easat-8468	254	5	,	,	PUNCT
easat-8468	254	6	it	it	PRON
easat-8468	254	7	is	be	AUX
easat-8468	254	8	recommended	recommend	VERB
easat-8468	254	9	that	that	SCONJ
easat-8468	254	10	medical	medical	ADJ
easat-8468	254	11	coders	coder	NOUN
easat-8468	254	12	review	review	VERB
easat-8468	254	13	detailed	detailed	ADJ
easat-8468	254	14	medical	medical	ADJ
easat-8468	254	15	information	information	NOUN
easat-8468	254	16	before	before	ADP
easat-8468	254	17	performing	perform	VERB
easat-8468	254	18	coding	code	VERB
easat-8468	254	19	and	and	CCONJ
easat-8468	254	20	communicate	communicate	VERB
easat-8468	254	21	with	with	ADP
easat-8468	254	22	doctors	doctor	NOUN
easat-8468	254	23	if	if	SCONJ
easat-8468	254	24	a	a	DET
easat-8468	254	25	non	non	ADJ
easat-8468	254	26	-	-	ADJ
easat-8468	254	27	specific	specific	ADJ
easat-8468	254	28	ckd	ckd	NOUN
easat-8468	254	29	diagnosis	diagnosis	NOUN
easat-8468	254	30	is	be	AUX
easat-8468	254	31	recorded	record	VERB
easat-8468	254	32	.	.	PUNCT
easat-8468	255	1	further	far	ADV
easat-8468	255	2	,	,	PUNCT
easat-8468	255	3	there	there	PRON
easat-8468	255	4	should	should	AUX
easat-8468	255	5	be	be	AUX
easat-8468	255	6	targeted	target	VERB
easat-8468	255	7	socialization	socialization	NOUN
easat-8468	255	8	efforts	effort	NOUN
easat-8468	255	9	directed	direct	VERB
easat-8468	255	10	at	at	ADP
easat-8468	255	11	doctors	doctor	NOUN
easat-8468	255	12	,	,	PUNCT
easat-8468	255	13	emphasizing	emphasize	VERB
easat-8468	255	14	the	the	DET
easat-8468	255	15	importance	importance	NOUN
easat-8468	255	16	of	of	ADP
easat-8468	255	17	writing	write	VERB
easat-8468	255	18	detailed	detailed	ADJ
easat-8468	255	19	and	and	CCONJ
easat-8468	255	20	specific	specific	ADJ
easat-8468	255	21	ckd	ckd	PROPN
easat-8468	255	22	diagnoses	diagnosis	NOUN
easat-8468	255	23	.	.	PUNCT
easat-8468	256	1	this	this	PRON
easat-8468	256	2	will	will	AUX
easat-8468	256	3	help	help	VERB
easat-8468	256	4	improve	improve	VERB
easat-8468	256	5	the	the	DET
easat-8468	256	6	accuracy	accuracy	NOUN
easat-8468	256	7	of	of	ADP
easat-8468	256	8	diagnosis	diagnosis	NOUN
easat-8468	256	9	coding	code	VERB
easat-8468	256	10	,	,	PUNCT
easat-8468	256	11	ensure	ensure	VERB
easat-8468	256	12	proper	proper	ADJ
easat-8468	256	13	resource	resource	NOUN
easat-8468	256	14	allocation	allocation	NOUN
easat-8468	256	15	,	,	PUNCT
easat-8468	256	16	and	and	CCONJ
easat-8468	256	17	enhance	enhance	VERB
easat-8468	256	18	the	the	DET
easat-8468	256	19	overall	overall	ADJ
easat-8468	256	20	quality	quality	NOUN
easat-8468	256	21	of	of	ADP
easat-8468	256	22	patient	patient	ADJ
easat-8468	256	23	care	care	NOUN
easat-8468	256	24	.	.	PUNCT
easat-8468	257	1	transparency	transparency	NOUN
easat-8468	257	2	:	:	PUNCT
easat-8468	257	3	the	the	DET
easat-8468	257	4	authors	author	NOUN
easat-8468	257	5	confirm	confirm	VERB
easat-8468	257	6	that	that	SCONJ
easat-8468	257	7	the	the	DET
easat-8468	257	8	manuscript	manuscript	NOUN
easat-8468	257	9	is	be	AUX
easat-8468	257	10	an	an	DET
easat-8468	257	11	honest	honest	ADJ
easat-8468	257	12	,	,	PUNCT
easat-8468	257	13	accurate	accurate	ADJ
easat-8468	257	14	,	,	PUNCT
easat-8468	257	15	and	and	CCONJ
easat-8468	257	16	transparent	transparent	ADJ
easat-8468	257	17	account	account	NOUN
easat-8468	257	18	of	of	ADP
easat-8468	257	19	the	the	DET
easat-8468	257	20	study	study	NOUN
easat-8468	257	21	;	;	PUNCT
easat-8468	257	22	that	that	SCONJ
easat-8468	257	23	no	no	DET
easat-8468	257	24	vital	vital	ADJ
easat-8468	257	25	features	feature	NOUN
easat-8468	257	26	of	of	ADP
easat-8468	257	27	the	the	DET
easat-8468	257	28	study	study	NOUN
easat-8468	257	29	have	have	AUX
easat-8468	257	30	been	be	AUX
easat-8468	257	31	omitted	omit	VERB
easat-8468	257	32	;	;	PUNCT
easat-8468	257	33	and	and	CCONJ
easat-8468	257	34	that	that	SCONJ
easat-8468	257	35	any	any	DET
easat-8468	257	36	discrepancies	discrepancy	NOUN
easat-8468	257	37	from	from	ADP
easat-8468	257	38	the	the	DET
easat-8468	257	39	study	study	NOUN
easat-8468	257	40	as	as	SCONJ
easat-8468	257	41	planned	plan	VERB
easat-8468	257	42	have	have	AUX
easat-8468	257	43	been	be	AUX
easat-8468	257	44	explained	explain	VERB
easat-8468	257	45	.	.	PUNCT
easat-8468	258	1	this	this	DET
easat-8468	258	2	study	study	NOUN
easat-8468	258	3	followed	follow	VERB
easat-8468	258	4	all	all	DET
easat-8468	258	5	ethical	ethical	ADJ
easat-8468	258	6	practices	practice	NOUN
easat-8468	258	7	during	during	ADP
easat-8468	258	8	writing	writing	NOUN
easat-8468	258	9	.	.	PUNCT
easat-8468	259	1	copyright	copyright	NOUN
easat-8468	259	2	:	:	PUNCT
easat-8468	259	3	©	©	PROPN
easat-8468	259	4	2025	2025	NUM
easat-8468	259	5	by	by	ADP
easat-8468	259	6	the	the	DET
easat-8468	259	7	authors	author	NOUN
easat-8468	259	8	.	.	PUNCT
easat-8468	260	1	this	this	DET
easat-8468	260	2	open	open	ADJ
easat-8468	260	3	-	-	PUNCT
easat-8468	260	4	access	access	NOUN
easat-8468	260	5	article	article	NOUN
easat-8468	260	6	is	be	AUX
easat-8468	260	7	distributed	distribute	VERB
easat-8468	260	8	under	under	ADP
easat-8468	260	9	the	the	DET
easat-8468	260	10	terms	term	NOUN
easat-8468	260	11	and	and	CCONJ
easat-8468	260	12	conditions	condition	NOUN
easat-8468	260	13	of	of	ADP
easat-8468	260	14	the	the	DET
easat-8468	260	15	creative	creative	ADJ
easat-8468	260	16	commons	common	NOUN
easat-8468	260	17	attribution	attribution	NOUN
easat-8468	260	18	(	(	PUNCT
easat-8468	260	19	cc	cc	NOUN
easat-8468	260	20	by	by	ADP
easat-8468	260	21	)	)	PUNCT
easat-8468	260	22	license	license	NOUN
easat-8468	260	23	(	(	PUNCT
easat-8468	260	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8468	260	25	)	)	PUNCT
easat-8468	260	26	.	.	PUNCT
easat-8468	261	1	references	reference	NOUN
easat-8468	261	2	[	[	X
easat-8468	261	3	1	1	NUM
easat-8468	261	4	]	]	X
easat-8468	261	5	n.	n.	PROPN
easat-8468	261	6	wabe	wabe	PROPN
easat-8468	261	7	et	et	PROPN
easat-8468	261	8	al	al	PROPN
easat-8468	261	9	.	.	PROPN
easat-8468	261	10	,	,	PUNCT
easat-8468	261	11	"	"	PUNCT
easat-8468	261	12	evaluation	evaluation	NOUN
easat-8468	261	13	of	of	ADP
easat-8468	261	14	the	the	DET
easat-8468	261	15	accuracy	accuracy	NOUN
easat-8468	261	16	of	of	ADP
easat-8468	261	17	diagnostic	diagnostic	ADJ
easat-8468	261	18	coding	coding	NOUN
easat-8468	261	19	for	for	ADP
easat-8468	261	20	influenza	influenza	NOUN
easat-8468	261	21	compared	compare	VERB
easat-8468	261	22	to	to	ADP
easat-8468	261	23	laboratory	laboratory	NOUN
easat-8468	261	24	results	result	NOUN
easat-8468	261	25	:	:	PUNCT
easat-8468	261	26	the	the	DET
easat-8468	261	27	availability	availability	NOUN
easat-8468	261	28	of	of	ADP
easat-8468	261	29	test	test	NOUN
easat-8468	261	30	results	result	NOUN
easat-8468	261	31	before	before	ADP
easat-8468	261	32	hospital	hospital	NOUN
easat-8468	261	33	discharge	discharge	NOUN
easat-8468	261	34	facilitates	facilitate	VERB
easat-8468	261	35	improved	improved	ADJ
easat-8468	261	36	coding	code	VERB
easat-8468	261	37	accuracy	accuracy	NOUN
easat-8468	261	38	,	,	PUNCT
easat-8468	261	39	"	"	PUNCT
easat-8468	261	40	bmc	bmc	PROPN
easat-8468	261	41	medical	medical	ADJ
easat-8468	261	42	informatics	informatic	NOUN
easat-8468	261	43	and	and	CCONJ
easat-8468	261	44	decision	decision	NOUN
easat-8468	261	45	making	making	NOUN
easat-8468	261	46	,	,	PUNCT
easat-8468	261	47	vol	vol	NOUN
easat-8468	261	48	.	.	PROPN
easat-8468	261	49	21	21	NUM
easat-8468	261	50	,	,	PUNCT
easat-8468	261	51	no	no	INTJ
easat-8468	261	52	.	.	NOUN
easat-8468	261	53	1	1	NUM
easat-8468	261	54	,	,	PUNCT
easat-8468	261	55	2021	2021	NUM
easat-8468	261	56	.	.	PUNCT
easat-8468	262	1	[	[	X
easat-8468	262	2	2	2	X
easat-8468	262	3	]	]	PUNCT
easat-8468	262	4	s.	s.	PROPN
easat-8468	262	5	a.	a.	PROPN
easat-8468	262	6	zafirah	zafirah	PROPN
easat-8468	262	7	,	,	PUNCT
easat-8468	262	8	a.	a.	PROPN
easat-8468	262	9	m.	m.	PROPN
easat-8468	262	10	nur	nur	PROPN
easat-8468	262	11	,	,	PUNCT
easat-8468	262	12	s.	s.	PROPN
easat-8468	262	13	e.	e.	PROPN
easat-8468	262	14	w.	w.	PROPN
easat-8468	262	15	puteh	puteh	PROPN
easat-8468	262	16	,	,	PUNCT
easat-8468	262	17	and	and	CCONJ
easat-8468	262	18	s.	s.	PROPN
easat-8468	262	19	m.	m.	PROPN
easat-8468	262	20	aljunid	aljunid	PROPN
easat-8468	262	21	,	,	PUNCT
easat-8468	262	22	"	"	PUNCT
easat-8468	262	23	potential	potential	ADJ
easat-8468	262	24	loss	loss	NOUN
easat-8468	262	25	of	of	ADP
easat-8468	262	26	revenue	revenue	NOUN
easat-8468	262	27	due	due	ADP
easat-8468	262	28	to	to	ADP
easat-8468	262	29	errors	error	NOUN
easat-8468	262	30	in	in	ADP
easat-8468	262	31	clinical	clinical	ADJ
easat-8468	262	32	coding	coding	NOUN
easat-8468	262	33	during	during	ADP
easat-8468	262	34	the	the	DET
easat-8468	262	35	implementation	implementation	NOUN
easat-8468	262	36	of	of	ADP
easat-8468	262	37	the	the	DET
easat-8468	262	38	malaysia	malaysia	PROPN
easat-8468	262	39	diagnosis	diagnosis	NOUN
easat-8468	262	40	related	relate	VERB
easat-8468	262	41	group	group	NOUN
easat-8468	262	42	(	(	PUNCT
easat-8468	262	43	my	my	PRON
easat-8468	262	44	-	-	PUNCT
easat-8468	262	45	drg	drg	NOUN
easat-8468	262	46	®	®	NOUN
easat-8468	262	47	)	)	PUNCT
easat-8468	262	48	casemix	casemix	NOUN
easat-8468	262	49	system	system	NOUN
easat-8468	262	50	in	in	ADP
easat-8468	262	51	a	a	DET
easat-8468	262	52	teaching	teaching	NOUN
easat-8468	262	53	hospital	hospital	NOUN
easat-8468	262	54	in	in	ADP
easat-8468	262	55	malaysia	malaysia	PROPN
easat-8468	262	56	,	,	PUNCT
easat-8468	262	57	"	"	PUNCT
easat-8468	262	58	bmc	bmc	PROPN
easat-8468	262	59	health	health	NOUN
easat-8468	262	60	services	service	NOUN
easat-8468	262	61	research	research	NOUN
easat-8468	262	62	,	,	PUNCT
easat-8468	262	63	vol	vol	NOUN
easat-8468	262	64	.	.	PROPN
easat-8468	262	65	18	18	NUM
easat-8468	262	66	,	,	PUNCT
easat-8468	262	67	no	no	INTJ
easat-8468	262	68	.	.	NOUN
easat-8468	262	69	1	1	NUM
easat-8468	262	70	,	,	PUNCT
easat-8468	262	71	2018	2018	NUM
easat-8468	262	72	.	.	PUNCT
easat-8468	263	1	[	[	X
easat-8468	263	2	3	3	NUM
easat-8468	263	3	]	]	PUNCT
easat-8468	263	4	a.	a.	NOUN
easat-8468	263	5	barrios‐ruiz	barrios‐ruiz	PROPN
easat-8468	263	6	,	,	PUNCT
easat-8468	263	7	d.	d.	PROPN
easat-8468	263	8	dávila‐gonzález	dávila‐gonzález	PROPN
easat-8468	263	9	,	,	PUNCT
easat-8468	263	10	e.	e.	PROPN
easat-8468	263	11	fountain	fountain	PROPN
easat-8468	263	12	,	,	PUNCT
easat-8468	263	13	l.	l.	PROPN
easat-8468	263	14	cheng	cheng	PROPN
easat-8468	263	15	,	,	PUNCT
easat-8468	263	16	s.	s.	PROPN
easat-8468	263	17	verstovšek	verstovšek	PROPN
easat-8468	263	18	,	,	PUNCT
easat-8468	263	19	and	and	CCONJ
easat-8468	263	20	c.	c.	PROPN
easat-8468	263	21	m.	m.	PROPN
easat-8468	263	22	rojas‐hernandez	rojas‐hernandez	PROPN
easat-8468	263	23	,	,	PUNCT
easat-8468	263	24	"	"	PUNCT
easat-8468	263	25	potential	potential	ADJ
easat-8468	263	26	limitations	limitation	NOUN
easat-8468	263	27	of	of	ADP
easat-8468	263	28	diagnostic	diagnostic	ADJ
easat-8468	263	29	standard	standard	ADJ
easat-8468	263	30	codes	code	NOUN
easat-8468	263	31	to	to	PART
easat-8468	263	32	distinguish	distinguish	VERB
easat-8468	263	33	polycythemia	polycythemia	NOUN
easat-8468	263	34	vera	vera	NOUN
easat-8468	263	35	and	and	CCONJ
easat-8468	263	36	secondary	secondary	ADJ
easat-8468	263	37	erythrocytosis	erythrocytosis	NOUN
easat-8468	263	38	,	,	PUNCT
easat-8468	263	39	"	"	PUNCT
easat-8468	263	40	scientific	scientific	ADJ
easat-8468	263	41	reports	report	NOUN
easat-8468	263	42	,	,	PUNCT
easat-8468	263	43	vol	vol	NOUN
easat-8468	263	44	.	.	PROPN
easat-8468	263	45	12	12	NUM
easat-8468	263	46	,	,	PUNCT
easat-8468	263	47	no	no	INTJ
easat-8468	263	48	.	.	NOUN
easat-8468	263	49	1	1	NUM
easat-8468	263	50	,	,	PUNCT
easat-8468	263	51	2022	2022	NUM
easat-8468	263	52	.	.	PUNCT
easat-8468	264	1	[	[	X
easat-8468	264	2	4	4	X
easat-8468	264	3	]	]	X
easat-8468	264	4	v.	v.	CCONJ
easat-8468	264	5	bhise	bhise	PROPN
easat-8468	264	6	et	et	PROPN
easat-8468	264	7	al	al	PROPN
easat-8468	264	8	.	.	PROPN
easat-8468	264	9	,	,	PUNCT
easat-8468	264	10	"	"	PUNCT
easat-8468	264	11	electronic	electronic	ADJ
easat-8468	264	12	health	health	NOUN
easat-8468	264	13	record	record	NOUN
easat-8468	264	14	reviews	review	NOUN
easat-8468	264	15	to	to	PART
easat-8468	264	16	measure	measure	VERB
easat-8468	264	17	diagnostic	diagnostic	ADJ
easat-8468	264	18	uncertainty	uncertainty	NOUN
easat-8468	264	19	in	in	ADP
easat-8468	264	20	primary	primary	ADJ
easat-8468	264	21	care	care	NOUN
easat-8468	264	22	,	,	PUNCT
easat-8468	264	23	"	"	PUNCT
easat-8468	264	24	journal	journal	NOUN
easat-8468	264	25	of	of	ADP
easat-8468	264	26	evaluation	evaluation	NOUN
easat-8468	264	27	in	in	ADP
easat-8468	264	28	clinical	clinical	ADJ
easat-8468	264	29	practice	practice	NOUN
easat-8468	264	30	,	,	PUNCT
easat-8468	264	31	vol	vol	NOUN
easat-8468	264	32	.	.	PROPN
easat-8468	264	33	24	24	NUM
easat-8468	264	34	,	,	PUNCT
easat-8468	264	35	no	no	INTJ
easat-8468	264	36	.	.	NOUN
easat-8468	264	37	3	3	NUM
easat-8468	264	38	,	,	PUNCT
easat-8468	264	39	pp	pp	ADJ
easat-8468	264	40	.	.	PUNCT
easat-8468	265	1	545–551	545–551	NUM
easat-8468	265	2	,	,	PUNCT
easat-8468	265	3	2018	2018	NUM
easat-8468	265	4	.	.	PUNCT
easat-8468	266	1	[	[	X
easat-8468	266	2	5	5	X
easat-8468	266	3	]	]	PUNCT
easat-8468	266	4	t.	t.	PROPN
easat-8468	266	5	beaney	beaney	PROPN
easat-8468	266	6	et	et	PROPN
easat-8468	266	7	al	al	PROPN
easat-8468	266	8	.	.	PROPN
easat-8468	266	9	,	,	PUNCT
easat-8468	266	10	"	"	PUNCT
easat-8468	266	11	identifying	identify	VERB
easat-8468	266	12	potential	potential	ADJ
easat-8468	266	13	biases	bias	NOUN
easat-8468	266	14	in	in	ADP
easat-8468	266	15	code	code	NOUN
easat-8468	266	16	sequences	sequence	NOUN
easat-8468	266	17	in	in	ADP
easat-8468	266	18	primary	primary	ADJ
easat-8468	266	19	care	care	NOUN
easat-8468	266	20	electronic	electronic	ADJ
easat-8468	266	21	healthcare	healthcare	NOUN
easat-8468	266	22	records	record	NOUN
easat-8468	266	23	:	:	PUNCT
easat-8468	266	24	a	a	DET
easat-8468	266	25	retrospective	retrospective	ADJ
easat-8468	266	26	cohort	cohort	NOUN
easat-8468	266	27	study	study	NOUN
easat-8468	266	28	of	of	ADP
easat-8468	266	29	the	the	DET
easat-8468	266	30	determinants	determinant	NOUN
easat-8468	266	31	of	of	ADP
easat-8468	266	32	code	code	NOUN
easat-8468	266	33	frequency	frequency	NOUN
easat-8468	266	34	,	,	PUNCT
easat-8468	266	35	"	"	PUNCT
easat-8468	266	36	bmj	bmj	X
easat-8468	266	37	open	open	ADJ
easat-8468	266	38	,	,	PUNCT
easat-8468	266	39	vol	vol	NOUN
easat-8468	266	40	.	.	PROPN
easat-8468	266	41	13	13	NUM
easat-8468	266	42	,	,	PUNCT
easat-8468	266	43	no	no	INTJ
easat-8468	266	44	.	.	NOUN
easat-8468	266	45	9	9	NUM
easat-8468	266	46	,	,	PUNCT
easat-8468	266	47	p.	p.	NOUN
easat-8468	266	48	e072884	e072884	PROPN
easat-8468	266	49	,	,	PUNCT
easat-8468	266	50	2023	2023	NUM
easat-8468	266	51	.	.	PUNCT
easat-8468	267	1	[	[	X
easat-8468	267	2	6	6	NUM
easat-8468	267	3	]	]	PUNCT
easat-8468	267	4	s.	s.	PROPN
easat-8468	267	5	k.	k.	PROPN
easat-8468	267	6	bell	bell	PROPN
easat-8468	267	7	et	et	PROPN
easat-8468	267	8	al	al	PROPN
easat-8468	267	9	.	.	PROPN
easat-8468	267	10	,	,	PUNCT
easat-8468	267	11	"	"	PUNCT
easat-8468	267	12	frequency	frequency	NOUN
easat-8468	267	13	and	and	CCONJ
easat-8468	267	14	types	type	NOUN
easat-8468	267	15	of	of	ADP
easat-8468	267	16	patient	patient	NOUN
easat-8468	267	17	-	-	PUNCT
easat-8468	267	18	reported	report	VERB
easat-8468	267	19	errors	error	NOUN
easat-8468	267	20	in	in	ADP
easat-8468	267	21	electronic	electronic	ADJ
easat-8468	267	22	health	health	NOUN
easat-8468	267	23	record	record	NOUN
easat-8468	267	24	ambulatory	ambulatory	ADJ
easat-8468	267	25	care	care	NOUN
easat-8468	267	26	notes	note	NOUN
easat-8468	267	27	,	,	PUNCT
easat-8468	267	28	"	"	PUNCT
easat-8468	267	29	jama	jama	PROPN
easat-8468	267	30	network	network	NOUN
easat-8468	267	31	open	open	VERB
easat-8468	267	32	,	,	PUNCT
easat-8468	267	33	vol	vol	NOUN
easat-8468	267	34	.	.	PROPN
easat-8468	268	1	3	3	NUM
easat-8468	268	2	,	,	PUNCT
easat-8468	268	3	no	no	INTJ
easat-8468	268	4	.	.	NOUN
easat-8468	268	5	6	6	NUM
easat-8468	268	6	,	,	PUNCT
easat-8468	268	7	p.	p.	NOUN
easat-8468	268	8	e205867	e205867	PROPN
easat-8468	268	9	,	,	PUNCT
easat-8468	268	10	2020	2020	NUM
easat-8468	268	11	.	.	PUNCT
easat-8468	269	1	[	[	X
easat-8468	269	2	7	7	X
easat-8468	269	3	]	]	PUNCT
easat-8468	269	4	m.	m.	NOUN
easat-8468	269	5	j.	j.	PROPN
easat-8468	269	6	kim	kim	PROPN
easat-8468	269	7	,	,	PUNCT
easat-8468	269	8	h.	h.	PROPN
easat-8468	269	9	j.	j.	PROPN
easat-8468	269	10	seo	seo	PROPN
easat-8468	269	11	,	,	PUNCT
easat-8468	269	12	h.	h.	PROPN
easat-8468	269	13	m.	m.	PROPN
easat-8468	269	14	koo	koo	PROPN
easat-8468	269	15	,	,	PUNCT
easat-8468	269	16	m.	m.	NOUN
easat-8468	269	17	ock	ock	PROPN
easat-8468	269	18	,	,	PUNCT
easat-8468	269	19	j.	j.	PROPN
easat-8468	269	20	hwang	hwang	PROPN
easat-8468	269	21	,	,	PUNCT
easat-8468	269	22	and	and	CCONJ
easat-8468	269	23	s.	s.	PROPN
easat-8468	269	24	lee	lee	PROPN
easat-8468	269	25	,	,	PUNCT
easat-8468	269	26	"	"	PUNCT
easat-8468	269	27	the	the	DET
easat-8468	269	28	korea	korea	PROPN
easat-8468	269	29	national	national	PROPN
easat-8468	269	30	patient	patient	PROPN
easat-8468	269	31	safety	safety	NOUN
easat-8468	269	32	incidents	incident	NOUN
easat-8468	269	33	inquiry	inquiry	NOUN
easat-8468	269	34	survey	survey	NOUN
easat-8468	269	35	:	:	PUNCT
easat-8468	269	36	characteristics	characteristic	NOUN
easat-8468	269	37	of	of	ADP
easat-8468	269	38	adverse	adverse	ADJ
easat-8468	269	39	events	event	NOUN
easat-8468	269	40	identified	identify	VERB
easat-8468	269	41	through	through	ADP
easat-8468	269	42	medical	medical	ADJ
easat-8468	269	43	records	record	NOUN
easat-8468	269	44	review	review	VERB
easat-8468	269	45	in	in	ADP
easat-8468	269	46	regional	regional	ADJ
easat-8468	269	47	public	public	ADJ
easat-8468	269	48	hospitals	hospital	NOUN
easat-8468	269	49	,	,	PUNCT
easat-8468	269	50	"	"	PUNCT
easat-8468	269	51	journal	journal	NOUN
easat-8468	269	52	of	of	ADP
easat-8468	269	53	patient	patient	ADJ
easat-8468	269	54	safety	safety	NOUN
easat-8468	269	55	,	,	PUNCT
easat-8468	269	56	vol	vol	NOUN
easat-8468	269	57	.	.	PROPN
easat-8468	269	58	18	18	NUM
easat-8468	269	59	,	,	PUNCT
easat-8468	269	60	no	no	INTJ
easat-8468	269	61	.	.	NOUN
easat-8468	269	62	5	5	NUM
easat-8468	269	63	,	,	PUNCT
easat-8468	269	64	pp	pp	ADJ
easat-8468	269	65	.	.	PUNCT
easat-8468	270	1	382–388	382–388	NUM
easat-8468	270	2	,	,	PUNCT
easat-8468	270	3	2022	2022	NUM
easat-8468	270	4	.	.	PUNCT
easat-8468	271	1	[	[	X
easat-8468	271	2	8	8	X
easat-8468	271	3	]	]	PUNCT
easat-8468	271	4	s.	s.	PROPN
easat-8468	271	5	akase	akase	PROPN
easat-8468	271	6	and	and	CCONJ
easat-8468	271	7	t.	t.	PROPN
easat-8468	271	8	kpera	kpera	PROPN
easat-8468	271	9	,	,	PUNCT
easat-8468	271	10	"	"	PUNCT
easat-8468	271	11	ensuring	ensure	VERB
easat-8468	271	12	accuracy	accuracy	NOUN
easat-8468	271	13	,	,	PUNCT
easat-8468	271	14	ensuring	ensure	VERB
easat-8468	271	15	life	life	NOUN
easat-8468	271	16	;	;	PUNCT
easat-8468	271	17	a	a	DET
easat-8468	271	18	crucial	crucial	ADJ
easat-8468	271	19	role	role	NOUN
easat-8468	271	20	of	of	ADP
easat-8468	271	21	quality	quality	NOUN
easat-8468	271	22	management	management	NOUN
easat-8468	271	23	systems	system	NOUN
easat-8468	271	24	in	in	ADP
easat-8468	271	25	medical	medical	ADJ
easat-8468	271	26	laboratories	laboratory	NOUN
easat-8468	271	27	,	,	PUNCT
easat-8468	271	28	"	"	PUNCT
easat-8468	271	29	2024	2024	NUM
easat-8468	271	30	.	.	PUNCT
easat-8468	272	1	[	[	X
easat-8468	272	2	9	9	NUM
easat-8468	272	3	]	]	PUNCT
easat-8468	272	4	t.	t.	NOUN
easat-8468	272	5	alharbi	alharbi	NOUN
easat-8468	272	6	,	,	PUNCT
easat-8468	272	7	"	"	PUNCT
easat-8468	272	8	diagnostic	diagnostic	ADJ
easat-8468	272	9	challenges	challenge	NOUN
easat-8468	272	10	and	and	CCONJ
easat-8468	272	11	patient	patient	ADJ
easat-8468	272	12	safety	safety	NOUN
easat-8468	272	13	:	:	PUNCT
easat-8468	272	14	the	the	DET
easat-8468	272	15	critical	critical	ADJ
easat-8468	272	16	role	role	NOUN
easat-8468	272	17	of	of	ADP
easat-8468	272	18	accuracy	accuracy	NOUN
easat-8468	272	19	–	–	PUNCT
easat-8468	272	20	a	a	DET
easat-8468	272	21	systematic	systematic	ADJ
easat-8468	272	22	review	review	NOUN
easat-8468	272	23	,	,	PUNCT
easat-8468	272	24	"	"	PUNCT
easat-8468	272	25	journal	journal	NOUN
easat-8468	272	26	of	of	ADP
easat-8468	272	27	multidisciplinary	multidisciplinary	ADJ
easat-8468	272	28	healthcare	healthcare	NOUN
easat-8468	272	29	,	,	PUNCT
easat-8468	272	30	vol	vol	NOUN
easat-8468	272	31	.	.	PROPN
easat-8468	272	32	18	18	NUM
easat-8468	272	33	,	,	PUNCT
easat-8468	272	34	pp	pp	ADJ
easat-8468	272	35	.	.	PUNCT
easat-8468	273	1	3051–3064	3051–3064	NUM
easat-8468	273	2	,	,	PUNCT
easat-8468	273	3	2025	2025	NUM
easat-8468	273	4	.	.	PUNCT
easat-8468	274	1	[	[	X
easat-8468	274	2	10	10	NUM
easat-8468	274	3	]	]	PUNCT
easat-8468	274	4	a.	a.	NOUN
easat-8468	274	5	mallawaarachchi	mallawaarachchi	PROPN
easat-8468	274	6	et	et	PROPN
easat-8468	274	7	al	al	PROPN
easat-8468	274	8	.	.	PROPN
easat-8468	274	9	,	,	PUNCT
easat-8468	274	10	"	"	PUNCT
easat-8468	274	11	short	short	ADJ
easat-8468	274	12	and	and	CCONJ
easat-8468	274	13	long	long	ADV
easat-8468	274	14	-	-	PUNCT
easat-8468	274	15	read	read	VERB
easat-8468	274	16	whole	whole	ADJ
easat-8468	274	17	genome	genome	NOUN
easat-8468	274	18	sequencing	sequencing	NOUN
easat-8468	274	19	explains	explain	VERB
easat-8468	274	20	most	most	ADV
easat-8468	274	21	undiagnosed	undiagnosed	ADJ
easat-8468	274	22	autosomal	autosomal	ADJ
easat-8468	274	23	dominant	dominant	ADJ
easat-8468	274	24	polycystic	polycystic	ADJ
easat-8468	274	25	kidney	kidney	NOUN
easat-8468	274	26	disease	disease	NOUN
easat-8468	274	27	,	,	PUNCT
easat-8468	274	28	"	"	PUNCT
easat-8468	274	29	2023	2023	NUM
easat-8468	274	30	.	.	PUNCT
easat-8468	275	1	[	[	X
easat-8468	275	2	11	11	NUM
easat-8468	275	3	]	]	PUNCT
easat-8468	275	4	s.	s.	PROPN
easat-8468	275	5	h.	h.	PROPN
easat-8468	275	6	mirhashemi	mirhashemi	PROPN
easat-8468	275	7	,	,	PUNCT
easat-8468	275	8	n.	n.	PROPN
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easat-8468	275	10	,	,	PUNCT
easat-8468	275	11	f.	f.	PROPN
easat-8468	275	12	asadi	asadi	PROPN
easat-8468	275	13	,	,	PUNCT
easat-8468	275	14	and	and	CCONJ
easat-8468	275	15	m.	m.	PROPN
easat-8468	275	16	h.	h.	PROPN
easat-8468	275	17	rangraz	rangraz	PROPN
easat-8468	275	18	,	,	PUNCT
easat-8468	275	19	"	"	PUNCT
easat-8468	275	20	auditing	audit	VERB
easat-8468	275	21	the	the	DET
easat-8468	275	22	accuracy	accuracy	NOUN
easat-8468	275	23	of	of	ADP
easat-8468	275	24	medical	medical	ADJ
easat-8468	275	25	diagnostic	diagnostic	ADJ
easat-8468	275	26	coding	coding	NOUN
easat-8468	275	27	based	base	VERB
easat-8468	275	28	on	on	ADP
easat-8468	275	29	international	international	ADJ
easat-8468	275	30	classification	classification	NOUN
easat-8468	275	31	of	of	ADP
easat-8468	275	32	diseases	disease	NOUN
easat-8468	275	33	,	,	PUNCT
easat-8468	275	34	tenth	tenth	ADJ
easat-8468	275	35	revision	revision	NOUN
easat-8468	275	36	,	,	PUNCT
easat-8468	275	37	"	"	PUNCT
easat-8468	275	38	ircmj	ircmj	NOUN
easat-8468	275	39	,	,	PUNCT
easat-8468	275	40	2020	2020	NUM
easat-8468	275	41	.	.	PUNCT
easat-8468	276	1	[	[	X
easat-8468	276	2	12	12	NUM
easat-8468	276	3	]	]	X
easat-8468	276	4	h.	h.	PROPN
easat-8468	276	5	d.	d.	PROPN
easat-8468	276	6	m.	m.	PROPN
easat-8468	276	7	alharthi	alharthi	PROPN
easat-8468	276	8	et	et	PROPN
easat-8468	276	9	al	al	PROPN
easat-8468	276	10	.	.	PROPN
easat-8468	276	11	,	,	PUNCT
easat-8468	276	12	"	"	PUNCT
easat-8468	276	13	critical	critical	ADJ
easat-8468	276	14	analysis	analysis	NOUN
easat-8468	276	15	of	of	ADP
easat-8468	276	16	coding	code	VERB
easat-8468	276	17	practices	practice	NOUN
easat-8468	276	18	in	in	ADP
easat-8468	276	19	healthcare	healthcare	NOUN
easat-8468	276	20	:	:	PUNCT
easat-8468	276	21	improving	improve	VERB
easat-8468	276	22	accuracy	accuracy	NOUN
easat-8468	276	23	and	and	CCONJ
easat-8468	276	24	operational	operational	ADJ
easat-8468	276	25	efficiency	efficiency	NOUN
easat-8468	276	26	,	,	PUNCT
easat-8468	276	27	"	"	PUNCT
easat-8468	276	28	journal	journal	NOUN
easat-8468	276	29	of	of	ADP
easat-8468	276	30	ecohumanism	ecohumanism	NOUN
easat-8468	276	31	,	,	PUNCT
easat-8468	276	32	vol	vol	NOUN
easat-8468	276	33	.	.	PROPN
easat-8468	276	34	3	3	NUM
easat-8468	276	35	,	,	PUNCT
easat-8468	276	36	no	no	INTJ
easat-8468	276	37	.	.	NOUN
easat-8468	276	38	8	8	NUM
easat-8468	276	39	,	,	PUNCT
easat-8468	276	40	2024	2024	NUM
easat-8468	276	41	.	.	PUNCT
easat-8468	277	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8468	277	2	2741	2741	NUM
easat-8468	277	3	edelweiss	edelweiss	PROPN
easat-8468	277	4	applied	apply	VERB
easat-8468	277	5	science	science	NOUN
easat-8468	277	6	and	and	CCONJ
easat-8468	277	7	technology	technology	NOUN
easat-8468	277	8	issn	issn	PROPN
easat-8468	277	9	:	:	PUNCT
easat-8468	277	10	2576	2576	NUM
easat-8468	277	11	-	-	SYM
easat-8468	277	12	8484	8484	NUM
easat-8468	277	13	vol	vol	NOUN
easat-8468	277	14	.	.	PROPN
easat-8468	278	1	9	9	NUM
easat-8468	278	2	,	,	PUNCT
easat-8468	278	3	no	no	INTJ
easat-8468	278	4	.	.	NOUN
easat-8468	279	1	6	6	NUM
easat-8468	279	2	:	:	SYM
easat-8468	279	3	2731	2731	NUM
easat-8468	279	4	-	-	SYM
easat-8468	279	5	2742	2742	NUM
easat-8468	279	6	,	,	PUNCT
easat-8468	279	7	2025	2025	NUM
easat-8468	279	8	doi	doi	NOUN
easat-8468	279	9	:	:	PUNCT
easat-8468	279	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	279	11	©	©	PROPN
easat-8468	279	12	2025	2025	NUM
easat-8468	279	13	by	by	ADP
easat-8468	279	14	the	the	DET
easat-8468	279	15	authors	author	NOUN
easat-8468	279	16	;	;	PUNCT
easat-8468	279	17	licensee	licensee	PROPN
easat-8468	279	18	learning	learning	NOUN
easat-8468	279	19	gate	gate	NOUN
easat-8468	280	1	[	[	X
easat-8468	280	2	13	13	NUM
easat-8468	280	3	]	]	X
easat-8468	280	4	n.	n.	PROPN
easat-8468	280	5	h.	h.	PROPN
easat-8468	280	6	munawaroh	munawaroh	PROPN
easat-8468	280	7	,	,	PUNCT
easat-8468	280	8	n.	n.	NOUN
easat-8468	280	9	afriyani	afriyani	PROPN
easat-8468	280	10	,	,	PUNCT
easat-8468	280	11	s.	s.	PROPN
easat-8468	280	12	wahyuni	wahyuni	PROPN
easat-8468	280	13	,	,	PUNCT
easat-8468	280	14	and	and	CCONJ
easat-8468	280	15	t.	t.	NOUN
easat-8468	280	16	rachmadi	rachmadi	NOUN
easat-8468	280	17	,	,	PUNCT
easat-8468	280	18	"	"	PUNCT
easat-8468	280	19	synchronization	synchronization	NOUN
easat-8468	280	20	of	of	ADP
easat-8468	280	21	codification	codification	NOUN
easat-8468	280	22	of	of	ADP
easat-8468	280	23	unspecified	unspecified	ADJ
easat-8468	280	24	schizophrenia	schizophrenia	NOUN
easat-8468	280	25	againts	againt	NOUN
easat-8468	280	26	back	back	ADV
easat-8468	280	27	-	-	PUNCT
easat-8468	280	28	referral	referral	NOUN
easat-8468	280	29	system	system	NOUN
easat-8468	280	30	of	of	ADP
easat-8468	280	31	mirit	mirit	PROPN
easat-8468	280	32	public	public	ADJ
easat-8468	280	33	health	health	NOUN
easat-8468	280	34	center	center	NOUN
easat-8468	280	35	,	,	PUNCT
easat-8468	280	36	"	"	PUNCT
easat-8468	280	37	disease	disease	NOUN
easat-8468	280	38	prevention	prevention	NOUN
easat-8468	280	39	and	and	CCONJ
easat-8468	280	40	public	public	ADJ
easat-8468	280	41	health	health	NOUN
easat-8468	280	42	journal	journal	NOUN
easat-8468	280	43	,	,	PUNCT
easat-8468	280	44	vol	vol	NOUN
easat-8468	280	45	.	.	PROPN
easat-8468	280	46	16	16	NUM
easat-8468	280	47	,	,	PUNCT
easat-8468	280	48	no	no	INTJ
easat-8468	280	49	.	.	NOUN
easat-8468	280	50	1	1	NUM
easat-8468	280	51	,	,	PUNCT
easat-8468	280	52	pp	pp	ADJ
easat-8468	280	53	.	.	PUNCT
easat-8468	281	1	55–61	55–61	NUM
easat-8468	281	2	,	,	PUNCT
easat-8468	281	3	2021	2021	NUM
easat-8468	281	4	.	.	PUNCT
easat-8468	282	1	[	[	X
easat-8468	282	2	14	14	NUM
easat-8468	282	3	]	]	X
easat-8468	282	4	j.	j.	PROPN
easat-8468	282	5	carberry	carberry	PROPN
easat-8468	282	6	and	and	CCONJ
easat-8468	282	7	h.	h.	PROPN
easat-8468	282	8	xu	xu	PROPN
easat-8468	282	9	,	,	PUNCT
easat-8468	282	10	"	"	PUNCT
easat-8468	282	11	gpt	gpt	NOUN
easat-8468	282	12	-	-	PUNCT
easat-8468	282	13	enhanced	enhance	VERB
easat-8468	282	14	hierarchical	hierarchical	ADJ
easat-8468	282	15	deep	deep	ADJ
easat-8468	282	16	learning	learning	NOUN
easat-8468	282	17	model	model	NOUN
easat-8468	282	18	for	for	ADP
easat-8468	282	19	automated	automate	VERB
easat-8468	282	20	icd	icd	PROPN
easat-8468	282	21	coding	coding	NOUN
easat-8468	282	22	,	,	PUNCT
easat-8468	282	23	"	"	PUNCT
easat-8468	282	24	advances	advance	NOUN
easat-8468	282	25	in	in	ADP
easat-8468	282	26	science	science	NOUN
easat-8468	282	27	technology	technology	NOUN
easat-8468	282	28	and	and	CCONJ
easat-8468	282	29	engineering	engineering	NOUN
easat-8468	282	30	systems	system	NOUN
easat-8468	282	31	journal	journal	NOUN
easat-8468	282	32	,	,	PUNCT
easat-8468	282	33	vol	vol	NOUN
easat-8468	282	34	.	.	PROPN
easat-8468	283	1	9	9	NUM
easat-8468	283	2	,	,	PUNCT
easat-8468	283	3	no	no	INTJ
easat-8468	283	4	.	.	NOUN
easat-8468	283	5	4	4	NUM
easat-8468	283	6	,	,	PUNCT
easat-8468	283	7	pp	pp	ADJ
easat-8468	283	8	.	.	PUNCT
easat-8468	284	1	21–34	21–34	NUM
easat-8468	284	2	,	,	PUNCT
easat-8468	284	3	2024	2024	NUM
easat-8468	284	4	.	.	PUNCT
easat-8468	285	1	[	[	X
easat-8468	285	2	15	15	NUM
easat-8468	285	3	]	]	X
easat-8468	285	4	r.	r.	PROPN
easat-8468	285	5	k.	k.	PROPN
easat-8468	285	6	dewi	dewi	PROPN
easat-8468	285	7	,	,	PUNCT
easat-8468	285	8	e.	e.	PROPN
easat-8468	285	9	a.	a.	PROPN
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easat-8468	285	11	,	,	PUNCT
easat-8468	285	12	and	and	CCONJ
easat-8468	285	13	f.	f.	PROPN
easat-8468	285	14	h.	h.	PROPN
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easat-8468	285	16	,	,	PUNCT
easat-8468	285	17	"	"	PUNCT
easat-8468	285	18	akurasi	akurasi	PROPN
easat-8468	285	19	dan	dan	PROPN
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easat-8468	285	21	pengkodean	pengkodean	ADJ
easat-8468	285	22	diagnosis	diagnosis	NOUN
easat-8468	285	23	pada	pada	PROPN
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easat-8468	285	25	obstetric	obstetric	PROPN
easat-8468	285	26	di	di	PROPN
easat-8468	285	27	rst	rst	PROPN
easat-8468	285	28	dr	dr	PROPN
easat-8468	285	29	.	.	PROPN
easat-8468	285	30	asmir	asmir	PROPN
easat-8468	285	31	dkt	dkt	PROPN
easat-8468	285	32	salatiga	salatiga	NOUN
easat-8468	285	33	,	,	PUNCT
easat-8468	285	34	"	"	PUNCT
easat-8468	285	35	jurmik	jurmik	ADJ
easat-8468	285	36	,	,	PUNCT
easat-8468	285	37	vol	vol	NOUN
easat-8468	285	38	.	.	PROPN
easat-8468	286	1	4	4	NUM
easat-8468	286	2	,	,	PUNCT
easat-8468	286	3	no	no	INTJ
easat-8468	286	4	.	.	NOUN
easat-8468	286	5	1	1	NUM
easat-8468	286	6	,	,	PUNCT
easat-8468	286	7	pp	pp	ADJ
easat-8468	286	8	.	.	PUNCT
easat-8468	287	1	37–45	37–45	NUM
easat-8468	287	2	,	,	PUNCT
easat-8468	287	3	2024	2024	NUM
easat-8468	287	4	.	.	PUNCT
easat-8468	288	1	[	[	X
easat-8468	288	2	16	16	NUM
easat-8468	288	3	]	]	PUNCT
easat-8468	288	4	k.	k.	PROPN
easat-8468	288	5	jalal	jalal	PROPN
easat-8468	288	6	,	,	PUNCT
easat-8468	288	7	a.	a.	PROPN
easat-8468	288	8	charest	charest	PROPN
easat-8468	288	9	,	,	PUNCT
easat-8468	288	10	x.	x.	PROPN
easat-8468	288	11	wu	wu	PROPN
easat-8468	288	12	,	,	PUNCT
easat-8468	288	13	r.	r.	PROPN
easat-8468	288	14	j.	j.	PROPN
easat-8468	288	15	quigg	quigg	PROPN
easat-8468	288	16	,	,	PUNCT
easat-8468	288	17	and	and	CCONJ
easat-8468	288	18	s.	s.	PROPN
easat-8468	288	19	chang	chang	PROPN
easat-8468	288	20	,	,	PUNCT
easat-8468	288	21	"	"	PUNCT
easat-8468	288	22	the	the	DET
easat-8468	288	23	icd-9	icd-9	NOUN
easat-8468	288	24	to	to	ADP
easat-8468	288	25	icd-10	icd-10	DET
easat-8468	288	26	transition	transition	NOUN
easat-8468	288	27	has	have	AUX
easat-8468	288	28	not	not	PART
easat-8468	288	29	improved	improve	VERB
easat-8468	288	30	identification	identification	NOUN
easat-8468	288	31	of	of	ADP
easat-8468	288	32	rapidly	rapidly	ADV
easat-8468	288	33	progressing	progress	VERB
easat-8468	288	34	stage	stage	NOUN
easat-8468	288	35	3	3	NUM
easat-8468	288	36	and	and	CCONJ
easat-8468	288	37	stage	stage	NOUN
easat-8468	288	38	4	4	NUM
easat-8468	288	39	chronic	chronic	ADJ
easat-8468	288	40	kidney	kidney	NOUN
easat-8468	288	41	disease	disease	NOUN
easat-8468	288	42	patients	patient	NOUN
easat-8468	288	43	:	:	PUNCT
easat-8468	288	44	a	a	DET
easat-8468	288	45	diagnostic	diagnostic	ADJ
easat-8468	288	46	test	test	NOUN
easat-8468	288	47	study	study	NOUN
easat-8468	288	48	,	,	PUNCT
easat-8468	288	49	"	"	PUNCT
easat-8468	288	50	bmc	bmc	ADJ
easat-8468	288	51	nephrology	nephrology	NOUN
easat-8468	288	52	,	,	PUNCT
easat-8468	288	53	vol	vol	NOUN
easat-8468	288	54	.	.	PROPN
easat-8468	288	55	25	25	NUM
easat-8468	288	56	,	,	PUNCT
easat-8468	288	57	no	no	INTJ
easat-8468	288	58	.	.	NOUN
easat-8468	288	59	1	1	NUM
easat-8468	288	60	,	,	PUNCT
easat-8468	288	61	p.	p.	NOUN
easat-8468	288	62	55	55	NUM
easat-8468	288	63	,	,	PUNCT
easat-8468	288	64	2024	2024	NUM
easat-8468	288	65	.	.	PUNCT
easat-8468	289	1	[	[	X
easat-8468	289	2	17	17	NUM
easat-8468	289	3	]	]	X
easat-8468	289	4	r.	r.	PROPN
easat-8468	289	5	d.	d.	PROPN
easat-8468	289	6	savage	savage	PROPN
easat-8468	289	7	,	,	PUNCT
easat-8468	289	8	l.	l.	PROPN
easat-8468	289	9	c.	c.	PROPN
easat-8468	289	10	rosella	rosella	PROPN
easat-8468	289	11	,	,	PUNCT
easat-8468	289	12	n.	n.	PROPN
easat-8468	289	13	s.	s.	PROPN
easat-8468	289	14	crowcroft	crowcroft	PROPN
easat-8468	289	15	,	,	PUNCT
easat-8468	289	16	m.	m.	NOUN
easat-8468	289	17	horn	horn	PROPN
easat-8468	289	18	,	,	PUNCT
easat-8468	289	19	k.	k.	PROPN
easat-8468	289	20	khan	khan	PROPN
easat-8468	289	21	,	,	PUNCT
easat-8468	289	22	and	and	CCONJ
easat-8468	289	23	m.	m.	NOUN
easat-8468	289	24	varia	varia	NOUN
easat-8468	289	25	,	,	PUNCT
easat-8468	289	26	"	"	PUNCT
easat-8468	289	27	accuracy	accuracy	NOUN
easat-8468	289	28	of	of	ADP
easat-8468	289	29	health	health	NOUN
easat-8468	289	30	administrative	administrative	ADJ
easat-8468	289	31	data	datum	NOUN
easat-8468	289	32	to	to	PART
easat-8468	289	33	identify	identify	VERB
easat-8468	289	34	cases	case	NOUN
easat-8468	289	35	of	of	ADP
easat-8468	289	36	reportable	reportable	ADJ
easat-8468	289	37	travel	travel	NOUN
easat-8468	289	38	or	or	CCONJ
easat-8468	289	39	migration	migration	NOUN
easat-8468	289	40	-	-	PUNCT
easat-8468	289	41	related	relate	VERB
easat-8468	289	42	infectious	infectious	ADJ
easat-8468	289	43	diseases	disease	NOUN
easat-8468	289	44	in	in	ADP
easat-8468	289	45	ontario	ontario	PROPN
easat-8468	289	46	,	,	PUNCT
easat-8468	289	47	canada	canada	PROPN
easat-8468	289	48	"	"	PUNCT
easat-8468	289	49	plos	plos	PROPN
easat-8468	289	50	one	one	NUM
easat-8468	289	51	,	,	PUNCT
easat-8468	289	52	vol	vol	NOUN
easat-8468	289	53	.	.	PROPN
easat-8468	289	54	13	13	NUM
easat-8468	289	55	,	,	PUNCT
easat-8468	289	56	no	no	INTJ
easat-8468	289	57	.	.	NOUN
easat-8468	289	58	11	11	NUM
easat-8468	289	59	,	,	PUNCT
easat-8468	289	60	p.	p.	NOUN
easat-8468	289	61	e0207030	e0207030	PROPN
easat-8468	289	62	,	,	PUNCT
easat-8468	289	63	2018	2018	NUM
easat-8468	289	64	.	.	PUNCT
easat-8468	290	1	[	[	X
easat-8468	290	2	18	18	NUM
easat-8468	290	3	]	]	PUNCT
easat-8468	290	4	m.	m.	NOUN
easat-8468	290	5	jebraeily	jebraeily	ADV
easat-8468	290	6	,	,	PUNCT
easat-8468	290	7	j.	j.	PROPN
easat-8468	290	8	farzi	farzi	PROPN
easat-8468	290	9	,	,	PUNCT
easat-8468	290	10	s.	s.	PROPN
easat-8468	290	11	fozoonkhah	fozoonkhah	PROPN
easat-8468	290	12	,	,	PUNCT
easat-8468	290	13	and	and	CCONJ
easat-8468	290	14	a.	a.	NOUN
easat-8468	290	15	sheikhtaheri	sheikhtaheri	PROPN
easat-8468	290	16	,	,	PUNCT
easat-8468	290	17	"	"	PUNCT
easat-8468	290	18	identification	identification	NOUN
easat-8468	290	19	of	of	ADP
easat-8468	290	20	root	root	NOUN
easat-8468	290	21	causes	cause	NOUN
easat-8468	290	22	of	of	ADP
easat-8468	290	23	clinical	clinical	ADJ
easat-8468	290	24	coding	code	VERB
easat-8468	290	25	problems	problem	NOUN
easat-8468	290	26	in	in	ADP
easat-8468	290	27	iranian	iranian	ADJ
easat-8468	290	28	hospitals	hospital	NOUN
easat-8468	290	29	,	,	PUNCT
easat-8468	290	30	"	"	PUNCT
easat-8468	290	31	health	health	NOUN
easat-8468	290	32	information	information	NOUN
easat-8468	290	33	management	management	NOUN
easat-8468	290	34	journal	journal	NOUN
easat-8468	290	35	,	,	PUNCT
easat-8468	290	36	vol	vol	NOUN
easat-8468	290	37	.	.	PROPN
easat-8468	290	38	52	52	NUM
easat-8468	290	39	,	,	PUNCT
easat-8468	290	40	no	no	INTJ
easat-8468	290	41	.	.	NOUN
easat-8468	290	42	3	3	NUM
easat-8468	290	43	,	,	PUNCT
easat-8468	290	44	pp	pp	ADJ
easat-8468	290	45	.	.	PUNCT
easat-8468	291	1	144–150	144–150	NUM
easat-8468	291	2	,	,	PUNCT
easat-8468	291	3	2023	2023	NUM
easat-8468	291	4	.	.	PUNCT
easat-8468	292	1	[	[	X
easat-8468	292	2	19	19	NUM
easat-8468	292	3	]	]	X
easat-8468	292	4	y.	y.	PROPN
easat-8468	292	5	xu	xu	PROPN
easat-8468	292	6	et	et	PROPN
easat-8468	292	7	al	al	PROPN
easat-8468	292	8	.	.	PROPN
easat-8468	292	9	,	,	PUNCT
easat-8468	292	10	"	"	PUNCT
easat-8468	292	11	physician	physician	ADJ
easat-8468	292	12	–	–	PUNCT
easat-8468	292	13	clinical	clinical	ADJ
easat-8468	292	14	coder	coder	NOUN
easat-8468	292	15	collaboration	collaboration	NOUN
easat-8468	292	16	effectively	effectively	ADV
easat-8468	292	17	improves	improve	VERB
easat-8468	292	18	coding	code	VERB
easat-8468	292	19	accuracy	accuracy	NOUN
easat-8468	292	20	:	:	PUNCT
easat-8468	292	21	a	a	DET
easat-8468	292	22	single	single	ADJ
easat-8468	292	23	-	-	PUNCT
easat-8468	292	24	centre	centre	NOUN
easat-8468	292	25	prospective	prospective	ADJ
easat-8468	292	26	study	study	NOUN
easat-8468	292	27	in	in	ADP
easat-8468	292	28	china	china	PROPN
easat-8468	292	29	,	,	PUNCT
easat-8468	292	30	"	"	PUNCT
easat-8468	292	31	health	health	NOUN
easat-8468	292	32	information	information	NOUN
easat-8468	292	33	management	management	NOUN
easat-8468	292	34	journal	journal	NOUN
easat-8468	292	35	,	,	PUNCT
easat-8468	292	36	2024	2024	NUM
easat-8468	292	37	.	.	PUNCT
easat-8468	293	1	[	[	X
easat-8468	293	2	20	20	NUM
easat-8468	293	3	]	]	PUNCT
easat-8468	293	4	k.	k.	PROPN
easat-8468	293	5	jalal	jalal	PROPN
easat-8468	293	6	,	,	PUNCT
easat-8468	293	7	e.	e.	PROPN
easat-8468	293	8	j.	j.	PROPN
easat-8468	293	9	anand	anand	PROPN
easat-8468	293	10	,	,	PUNCT
easat-8468	293	11	r.	r.	PROPN
easat-8468	293	12	venuto	venuto	PROPN
easat-8468	293	13	,	,	PUNCT
easat-8468	293	14	j.	j.	PROPN
easat-8468	293	15	eberle	eberle	PROPN
easat-8468	293	16	,	,	PUNCT
easat-8468	293	17	and	and	CCONJ
easat-8468	293	18	p.	p.	PROPN
easat-8468	293	19	arora	arora	PROPN
easat-8468	293	20	,	,	PUNCT
easat-8468	293	21	"	"	PUNCT
easat-8468	293	22	can	can	AUX
easat-8468	293	23	billing	billing	NOUN
easat-8468	293	24	codes	code	NOUN
easat-8468	293	25	accurately	accurately	ADV
easat-8468	293	26	identify	identify	VERB
easat-8468	293	27	rapidly	rapidly	ADV
easat-8468	293	28	progressing	progress	VERB
easat-8468	293	29	stage	stage	NOUN
easat-8468	293	30	3	3	NUM
easat-8468	293	31	and	and	CCONJ
easat-8468	293	32	stage	stage	NOUN
easat-8468	293	33	4	4	NUM
easat-8468	293	34	chronic	chronic	ADJ
easat-8468	293	35	kidney	kidney	NOUN
easat-8468	293	36	disease	disease	NOUN
easat-8468	293	37	patients	patient	NOUN
easat-8468	293	38	:	:	PUNCT
easat-8468	293	39	a	a	DET
easat-8468	293	40	diagnostic	diagnostic	ADJ
easat-8468	293	41	test	test	NOUN
easat-8468	293	42	study	study	NOUN
easat-8468	293	43	,	,	PUNCT
easat-8468	293	44	"	"	PUNCT
easat-8468	293	45	bmc	bmc	ADJ
easat-8468	293	46	nephrology	nephrology	NOUN
easat-8468	293	47	,	,	PUNCT
easat-8468	293	48	vol	vol	NOUN
easat-8468	293	49	.	.	PROPN
easat-8468	293	50	20	20	NUM
easat-8468	293	51	,	,	PUNCT
easat-8468	293	52	no	no	INTJ
easat-8468	293	53	.	.	NOUN
easat-8468	293	54	1	1	NUM
easat-8468	293	55	,	,	PUNCT
easat-8468	293	56	p.	p.	NOUN
easat-8468	293	57	260	260	NUM
easat-8468	293	58	,	,	PUNCT
easat-8468	293	59	2019	2019	NUM
easat-8468	293	60	.	.	PUNCT
easat-8468	294	1	[	[	X
easat-8468	294	2	21	21	NUM
easat-8468	294	3	]	]	X
easat-8468	294	4	s.	s.	PROPN
easat-8468	294	5	ko	ko	PROPN
easat-8468	294	6	,	,	PUNCT
easat-8468	294	7	s.	s.	PROPN
easat-8468	294	8	venkatesan	venkatesan	PROPN
easat-8468	294	9	,	,	PUNCT
easat-8468	294	10	k.	k.	PROPN
easat-8468	294	11	nand	nand	PROPN
easat-8468	294	12	,	,	PUNCT
easat-8468	294	13	v.	v.	PROPN
easat-8468	294	14	levidiotis	levidiotis	PROPN
easat-8468	294	15	,	,	PUNCT
easat-8468	294	16	c.	c.	PROPN
easat-8468	294	17	nelson	nelson	PROPN
easat-8468	294	18	,	,	PUNCT
easat-8468	294	19	and	and	CCONJ
easat-8468	294	20	e.	e.	PROPN
easat-8468	294	21	janus	janus	PROPN
easat-8468	294	22	,	,	PUNCT
easat-8468	294	23	"	"	PUNCT
easat-8468	294	24	international	international	ADJ
easat-8468	294	25	statistical	statistical	ADJ
easat-8468	294	26	classification	classification	NOUN
easat-8468	294	27	of	of	ADP
easat-8468	294	28	diseases	disease	NOUN
easat-8468	294	29	and	and	CCONJ
easat-8468	294	30	related	relate	VERB
easat-8468	294	31	health	health	NOUN
easat-8468	294	32	problems	problem	NOUN
easat-8468	294	33	coding	code	VERB
easat-8468	294	34	underestimates	underestimate	VERB
easat-8468	294	35	the	the	DET
easat-8468	294	36	incidence	incidence	NOUN
easat-8468	294	37	and	and	CCONJ
easat-8468	294	38	prevalence	prevalence	NOUN
easat-8468	294	39	of	of	ADP
easat-8468	294	40	acute	acute	ADJ
easat-8468	294	41	kidney	kidney	NOUN
easat-8468	294	42	injury	injury	NOUN
easat-8468	294	43	and	and	CCONJ
easat-8468	294	44	chronic	chronic	ADJ
easat-8468	294	45	kidney	kidney	NOUN
easat-8468	294	46	disease	disease	NOUN
easat-8468	294	47	in	in	ADP
easat-8468	294	48	general	general	ADJ
easat-8468	294	49	medical	medical	ADJ
easat-8468	294	50	patients	patient	NOUN
easat-8468	294	51	,	,	PUNCT
easat-8468	294	52	"	"	PUNCT
easat-8468	294	53	internal	internal	ADJ
easat-8468	294	54	medicine	medicine	NOUN
easat-8468	294	55	journal	journal	NOUN
easat-8468	294	56	,	,	PUNCT
easat-8468	294	57	vol	vol	NOUN
easat-8468	294	58	.	.	PROPN
easat-8468	294	59	48	48	NUM
easat-8468	294	60	,	,	PUNCT
easat-8468	294	61	no	no	INTJ
easat-8468	294	62	.	.	NOUN
easat-8468	294	63	3	3	NUM
easat-8468	294	64	,	,	PUNCT
easat-8468	294	65	pp	pp	ADJ
easat-8468	294	66	.	.	PUNCT
easat-8468	295	1	310–315	310–315	NUM
easat-8468	295	2	,	,	PUNCT
easat-8468	295	3	2018	2018	NUM
easat-8468	295	4	.	.	PUNCT
easat-8468	296	1	[	[	X
easat-8468	296	2	22	22	NUM
easat-8468	296	3	]	]	X
easat-8468	296	4	j.	j.	PROPN
easat-8468	296	5	m.	m.	PROPN
easat-8468	296	6	paik	paik	PROPN
easat-8468	296	7	et	et	PROPN
easat-8468	296	8	al	al	PROPN
easat-8468	296	9	.	.	PROPN
easat-8468	296	10	,	,	PUNCT
easat-8468	296	11	"	"	PUNCT
easat-8468	296	12	accuracy	accuracy	NOUN
easat-8468	296	13	of	of	ADP
easat-8468	296	14	identifying	identify	VERB
easat-8468	296	15	diagnosis	diagnosis	NOUN
easat-8468	296	16	of	of	ADP
easat-8468	296	17	moderate	moderate	ADJ
easat-8468	296	18	to	to	ADP
easat-8468	296	19	severe	severe	ADJ
easat-8468	296	20	chronic	chronic	ADJ
easat-8468	296	21	kidney	kidney	NOUN
easat-8468	296	22	disease	disease	NOUN
easat-8468	296	23	in	in	ADP
easat-8468	296	24	administrative	administrative	ADJ
easat-8468	296	25	claims	claim	NOUN
easat-8468	296	26	data	datum	NOUN
easat-8468	296	27	,	,	PUNCT
easat-8468	296	28	"	"	PUNCT
easat-8468	296	29	pharmacoepidemiology	pharmacoepidemiology	NOUN
easat-8468	296	30	and	and	CCONJ
easat-8468	296	31	drug	drug	NOUN
easat-8468	296	32	safety	safety	NOUN
easat-8468	296	33	,	,	PUNCT
easat-8468	296	34	vol	vol	NOUN
easat-8468	296	35	.	.	PROPN
easat-8468	296	36	31	31	NUM
easat-8468	296	37	,	,	PUNCT
easat-8468	296	38	no	no	INTJ
easat-8468	296	39	.	.	NOUN
easat-8468	296	40	4	4	NUM
easat-8468	296	41	,	,	PUNCT
easat-8468	296	42	pp	pp	ADJ
easat-8468	296	43	.	.	PUNCT
easat-8468	297	1	467–475	467–475	NUM
easat-8468	297	2	,	,	PUNCT
easat-8468	297	3	2022	2022	NUM
easat-8468	297	4	.	.	PUNCT
easat-8468	298	1	[	[	X
easat-8468	298	2	23	23	NUM
easat-8468	298	3	]	]	PUNCT
easat-8468	298	4	a.	a.	NOUN
easat-8468	298	5	zemplényi	zemplényi	PROPN
easat-8468	298	6	,	,	PUNCT
easat-8468	298	7	e.	e.	PROPN
easat-8468	298	8	sághy	sághy	PROPN
easat-8468	298	9	,	,	PUNCT
easat-8468	298	10	a.	a.	PROPN
easat-8468	298	11	kónyi	kónyi	PROPN
easat-8468	298	12	,	,	PUNCT
easat-8468	298	13	l.	l.	PROPN
easat-8468	298	14	szabó	szabó	PROPN
easat-8468	298	15	,	,	PUNCT
easat-8468	298	16	i.	i.	PROPN
easat-8468	298	17	wittmann	wittmann	PROPN
easat-8468	298	18	,	,	PUNCT
easat-8468	298	19	and	and	CCONJ
easat-8468	298	20	b.	b.	PROPN
easat-8468	298	21	laczy	laczy	PROPN
easat-8468	298	22	,	,	PUNCT
easat-8468	298	23	"	"	PUNCT
easat-8468	298	24	prevalence	prevalence	NOUN
easat-8468	298	25	,	,	PUNCT
easat-8468	298	26	cardiometabolic	cardiometabolic	NOUN
easat-8468	298	27	comorbidities	comorbiditie	NOUN
easat-8468	298	28	and	and	CCONJ
easat-8468	298	29	reporting	reporting	NOUN
easat-8468	298	30	of	of	ADP
easat-8468	298	31	chronic	chronic	ADJ
easat-8468	298	32	kidney	kidney	NOUN
easat-8468	298	33	disease	disease	NOUN
easat-8468	298	34	;	;	PUNCT
easat-8468	298	35	a	a	DET
easat-8468	298	36	hungarian	hungarian	ADJ
easat-8468	298	37	cohort	cohort	NOUN
easat-8468	298	38	analysis	analysis	NOUN
easat-8468	298	39	,	,	PUNCT
easat-8468	298	40	"	"	PUNCT
easat-8468	298	41	international	international	ADJ
easat-8468	298	42	journal	journal	NOUN
easat-8468	298	43	of	of	ADP
easat-8468	298	44	public	public	ADJ
easat-8468	298	45	health	health	NOUN
easat-8468	298	46	,	,	PUNCT
easat-8468	298	47	vol	vol	NOUN
easat-8468	298	48	.	.	PROPN
easat-8468	298	49	68	68	NUM
easat-8468	298	50	,	,	PUNCT
easat-8468	298	51	2023	2023	NUM
easat-8468	298	52	.	.	PUNCT
easat-8468	299	1	[	[	X
easat-8468	299	2	24	24	NUM
easat-8468	299	3	]	]	PUNCT
easat-8468	299	4	x.	x.	NOUN
easat-8468	299	5	chen	chen	PROPN
easat-8468	299	6	,	,	PUNCT
easat-8468	299	7	a.	a.	PROPN
easat-8468	299	8	agiro	agiro	PROPN
easat-8468	299	9	,	,	PUNCT
easat-8468	299	10	a.	a.	PROPN
easat-8468	299	11	martin	martin	PROPN
easat-8468	299	12	,	,	PUNCT
easat-8468	299	13	a.	a.	NOUN
easat-8468	299	14	lucas	lucas	PROPN
easat-8468	299	15	,	,	PUNCT
easat-8468	299	16	and	and	CCONJ
easat-8468	299	17	k.	k.	PROPN
easat-8468	299	18	haynes	haynes	PROPN
easat-8468	299	19	,	,	PUNCT
easat-8468	299	20	"	"	PUNCT
easat-8468	299	21	chart	chart	NOUN
easat-8468	299	22	validation	validation	NOUN
easat-8468	299	23	of	of	ADP
easat-8468	299	24	an	an	DET
easat-8468	299	25	algorithm	algorithm	NOUN
easat-8468	299	26	for	for	ADP
easat-8468	299	27	identifying	identify	VERB
easat-8468	299	28	hereditary	hereditary	ADJ
easat-8468	299	29	progressive	progressive	ADJ
easat-8468	299	30	muscular	muscular	ADJ
easat-8468	299	31	dystrophy	dystrophy	NOUN
easat-8468	299	32	in	in	ADP
easat-8468	299	33	healthcare	healthcare	PROPN
easat-8468	299	34	claims	claim	NOUN
easat-8468	299	35	,	,	PUNCT
easat-8468	299	36	"	"	PUNCT
easat-8468	299	37	bmc	bmc	PROPN
easat-8468	299	38	medical	medical	ADJ
easat-8468	299	39	research	research	NOUN
easat-8468	299	40	methodology	methodology	NOUN
easat-8468	299	41	,	,	PUNCT
easat-8468	299	42	vol	vol	NOUN
easat-8468	299	43	.	.	PROPN
easat-8468	299	44	19	19	NUM
easat-8468	299	45	,	,	PUNCT
easat-8468	299	46	no	no	INTJ
easat-8468	299	47	.	.	NOUN
easat-8468	299	48	1	1	NUM
easat-8468	299	49	,	,	PUNCT
easat-8468	299	50	2019	2019	NUM
easat-8468	299	51	.	.	PUNCT
easat-8468	300	1	[	[	X
easat-8468	300	2	25	25	NUM
easat-8468	300	3	]	]	X
easat-8468	300	4	s.	s.	PROPN
easat-8468	300	5	iimuro	iimuro	PROPN
easat-8468	300	6	et	et	PROPN
easat-8468	300	7	al	al	PROPN
easat-8468	300	8	.	.	PROPN
easat-8468	300	9	,	,	PUNCT
easat-8468	300	10	"	"	PUNCT
easat-8468	300	11	analysis	analysis	NOUN
easat-8468	300	12	of	of	ADP
easat-8468	300	13	2897	2897	NUM
easat-8468	300	14	hospitalization	hospitalization	NOUN
easat-8468	300	15	events	event	NOUN
easat-8468	300	16	for	for	ADP
easat-8468	300	17	patients	patient	NOUN
easat-8468	300	18	with	with	ADP
easat-8468	300	19	chronic	chronic	ADJ
easat-8468	300	20	kidney	kidney	NOUN
easat-8468	300	21	disease	disease	NOUN
easat-8468	300	22	:	:	PUNCT
easat-8468	300	23	results	result	NOUN
easat-8468	300	24	from	from	ADP
easat-8468	300	25	ckd	ckd	PROPN
easat-8468	300	26	-	-	PROPN
easat-8468	300	27	jac	jac	PROPN
easat-8468	300	28	study	study	NOUN
easat-8468	300	29	,	,	PUNCT
easat-8468	300	30	"	"	PUNCT
easat-8468	300	31	clinical	clinical	ADJ
easat-8468	300	32	and	and	CCONJ
easat-8468	300	33	experimental	experimental	ADJ
easat-8468	300	34	nephrology	nephrology	NOUN
easat-8468	300	35	,	,	PUNCT
easat-8468	300	36	vol	vol	NOUN
easat-8468	300	37	.	.	PROPN
easat-8468	300	38	23	23	NUM
easat-8468	300	39	,	,	PUNCT
easat-8468	300	40	no	no	INTJ
easat-8468	300	41	.	.	NOUN
easat-8468	300	42	7	7	NUM
easat-8468	300	43	,	,	PUNCT
easat-8468	300	44	pp	pp	ADJ
easat-8468	300	45	.	.	PUNCT
easat-8468	301	1	956–968	956–968	NUM
easat-8468	301	2	,	,	PUNCT
easat-8468	301	3	2019	2019	NUM
easat-8468	301	4	.	.	PUNCT
easat-8468	302	1	[	[	X
easat-8468	302	2	26	26	NUM
easat-8468	302	3	]	]	PUNCT
easat-8468	302	4	a.	a.	NOUN
easat-8468	302	5	smith	smith	PROPN
easat-8468	302	6	,	,	PUNCT
easat-8468	302	7	"	"	PUNCT
easat-8468	302	8	research	research	NOUN
easat-8468	302	9	methodologies	methodology	NOUN
easat-8468	302	10	:	:	PUNCT
easat-8468	302	11	quantitative	quantitative	ADJ
easat-8468	302	12	research	research	NOUN
easat-8468	302	13	methodologies	methodology	NOUN
easat-8468	302	14	,	,	PUNCT
easat-8468	302	15	"	"	PUNCT
easat-8468	302	16	fulton	fulton	PROPN
easat-8468	302	17	library	library	NOUN
easat-8468	302	18	,	,	PUNCT
easat-8468	302	19	2023	2023	NUM
easat-8468	302	20	.	.	PUNCT
easat-8468	303	1	[	[	X
easat-8468	303	2	27	27	NUM
easat-8468	303	3	]	]	X
easat-8468	303	4	h.	h.	PROPN
easat-8468	303	5	djafar	djafar	PROPN
easat-8468	303	6	,	,	PUNCT
easat-8468	303	7	r.	r.	PROPN
easat-8468	303	8	yunus	yunus	PROPN
easat-8468	303	9	,	,	PUNCT
easat-8468	303	10	s.	s.	PROPN
easat-8468	303	11	w.	w.	PROPN
easat-8468	303	12	dj	dj	PROPN
easat-8468	303	13	pomalato	pomalato	PROPN
easat-8468	303	14	,	,	PUNCT
easat-8468	303	15	and	and	CCONJ
easat-8468	303	16	r.	r.	PROPN
easat-8468	303	17	rasid	rasid	PROPN
easat-8468	303	18	,	,	PUNCT
easat-8468	303	19	"	"	PUNCT
easat-8468	303	20	qualitative	qualitative	ADJ
easat-8468	303	21	and	and	CCONJ
easat-8468	303	22	quantitative	quantitative	ADJ
easat-8468	303	23	paradigm	paradigm	NOUN
easat-8468	303	24	constellation	constellation	NOUN
easat-8468	303	25	in	in	ADP
easat-8468	303	26	educational	educational	ADJ
easat-8468	303	27	research	research	NOUN
easat-8468	303	28	methodology	methodology	NOUN
easat-8468	303	29	,	,	PUNCT
easat-8468	303	30	"	"	PUNCT
easat-8468	303	31	international	international	ADJ
easat-8468	303	32	journal	journal	NOUN
easat-8468	303	33	of	of	ADP
easat-8468	303	34	educational	educational	ADJ
easat-8468	303	35	research	research	PROPN
easat-8468	303	36	&	&	CCONJ
easat-8468	303	37	social	social	ADJ
easat-8468	303	38	sciences	sciences	PROPN
easat-8468	303	39	,	,	PUNCT
easat-8468	303	40	vol	vol	NOUN
easat-8468	303	41	.	.	PROPN
easat-8468	303	42	2	2	NUM
easat-8468	303	43	,	,	PUNCT
easat-8468	303	44	no	no	INTJ
easat-8468	303	45	.	.	NOUN
easat-8468	303	46	2	2	NUM
easat-8468	303	47	,	,	PUNCT
easat-8468	303	48	2021	2021	NUM
easat-8468	303	49	.	.	PUNCT
easat-8468	304	1	[	[	X
easat-8468	304	2	28	28	NUM
easat-8468	304	3	]	]	X
easat-8468	304	4	m.	m.	NOUN
easat-8468	304	5	schaddelee	schaddelee	PROPN
easat-8468	304	6	and	and	CCONJ
easat-8468	304	7	c.	c.	PROPN
easat-8468	304	8	mcconnell	mcconnell	PROPN
easat-8468	304	9	,	,	PUNCT
easat-8468	304	10	"	"	PUNCT
easat-8468	304	11	analysing	analyse	VERB
easat-8468	304	12	student	student	NOUN
easat-8468	304	13	perceptions	perception	NOUN
easat-8468	304	14	to	to	PART
easat-8468	304	15	enhance	enhance	VERB
easat-8468	304	16	engagement	engagement	NOUN
easat-8468	304	17	,	,	PUNCT
easat-8468	304	18	"	"	PUNCT
easat-8468	304	19	journal	journal	NOUN
easat-8468	304	20	of	of	ADP
easat-8468	304	21	international	international	ADJ
easat-8468	304	22	education	education	NOUN
easat-8468	304	23	in	in	ADP
easat-8468	304	24	business	business	NOUN
easat-8468	304	25	vol	vol	NOUN
easat-8468	304	26	.	.	PUNCT
easat-8468	305	1	11	11	NUM
easat-8468	305	2	,	,	PUNCT
easat-8468	305	3	no	no	INTJ
easat-8468	305	4	.	.	NOUN
easat-8468	305	5	2	2	NUM
easat-8468	305	6	,	,	PUNCT
easat-8468	305	7	pp	pp	ADJ
easat-8468	305	8	.	.	PUNCT
easat-8468	306	1	161–177	161–177	NUM
easat-8468	306	2	,	,	PUNCT
easat-8468	306	3	2018	2018	NUM
easat-8468	306	4	.	.	PUNCT
easat-8468	307	1	[	[	X
easat-8468	307	2	29	29	NUM
easat-8468	307	3	]	]	X
easat-8468	307	4	y.	y.	NOUN
easat-8468	307	5	t.	t.	PROPN
easat-8468	307	6	utami	utami	PROPN
easat-8468	307	7	,	,	PUNCT
easat-8468	307	8	m.	m.	NOUN
easat-8468	307	9	a.	a.	PROPN
easat-8468	307	10	b.	b.	PROPN
easat-8468	307	11	sahari	sahari	PROPN
easat-8468	307	12	,	,	PUNCT
easat-8468	307	13	w.	w.	PROPN
easat-8468	307	14	maryati	maryati	PROPN
easat-8468	307	15	,	,	PUNCT
easat-8468	307	16	and	and	CCONJ
easat-8468	307	17	d.	d.	PROPN
easat-8468	307	18	t.	t.	PROPN
easat-8468	307	19	wahyuni	wahyuni	PROPN
easat-8468	307	20	,	,	PUNCT
easat-8468	307	21	"	"	PUNCT
easat-8468	307	22	accuracy	accuracy	NOUN
easat-8468	307	23	of	of	ADP
easat-8468	307	24	outpatient	outpatient	NOUN
easat-8468	307	25	diagnosis	diagnosis	NOUN
easat-8468	307	26	code	code	NOUN
easat-8468	307	27	based	base	VERB
easat-8468	307	28	on	on	ADP
easat-8468	307	29	icd	icd	PROPN
easat-8468	307	30	–	–	PUNCT
easat-8468	307	31	10	10	NUM
easat-8468	307	32	,	,	PUNCT
easat-8468	307	33	"	"	PUNCT
easat-8468	307	34	picnhs	picnhs	NOUN
easat-8468	307	35	,	,	PUNCT
easat-8468	307	36	vol	vol	NOUN
easat-8468	307	37	.	.	PROPN
easat-8468	307	38	3	3	NUM
easat-8468	307	39	,	,	PUNCT
easat-8468	307	40	no	no	INTJ
easat-8468	307	41	.	.	NOUN
easat-8468	307	42	1	1	NUM
easat-8468	307	43	,	,	PUNCT
easat-8468	307	44	pp	pp	ADJ
easat-8468	307	45	.	.	PUNCT
easat-8468	308	1	89–100	89–100	NUM
easat-8468	308	2	,	,	PUNCT
easat-8468	308	3	2022	2022	NUM
easat-8468	308	4	.	.	PUNCT
easat-8468	309	1	[	[	X
easat-8468	309	2	30	30	NUM
easat-8468	309	3	]	]	PUNCT
easat-8468	309	4	s.	s.	PROPN
easat-8468	309	5	s.	s.	PROPN
easat-8468	309	6	wibowo	wibowo	PROPN
easat-8468	309	7	,	,	PUNCT
easat-8468	309	8	"	"	PUNCT
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easat-8468	309	11	for	for	ADP
easat-8468	309	12	the	the	DET
easat-8468	309	13	accuracy	accuracy	NOUN
easat-8468	309	14	of	of	ADP
easat-8468	309	15	diagnosis	diagnosis	NOUN
easat-8468	309	16	codes	code	NOUN
easat-8468	309	17	using	use	VERB
easat-8468	309	18	icd-10	icd-10	NOUN
easat-8468	309	19	in	in	ADP
easat-8468	309	20	obstetric	obstetric	ADJ
easat-8468	309	21	cases	case	NOUN
easat-8468	309	22	:	:	PUNCT
easat-8468	309	23	riview	riview	NOUN
easat-8468	309	24	systematics	systematic	NOUN
easat-8468	309	25	,	,	PUNCT
easat-8468	309	26	"	"	PUNCT
easat-8468	309	27	ihelis	iheli	NOUN
easat-8468	309	28	,	,	PUNCT
easat-8468	309	29	vol	vol	NOUN
easat-8468	309	30	.	.	PROPN
easat-8468	309	31	1	1	NUM
easat-8468	309	32	,	,	PUNCT
easat-8468	309	33	no	no	INTJ
easat-8468	309	34	.	.	NOUN
easat-8468	309	35	2	2	NUM
easat-8468	309	36	,	,	PUNCT
easat-8468	309	37	pp	pp	ADJ
easat-8468	309	38	.	.	PUNCT
easat-8468	310	1	44–51	44–51	NUM
easat-8468	310	2	,	,	PUNCT
easat-8468	310	3	2023	2023	NUM
easat-8468	310	4	.	.	PUNCT
easat-8468	311	1	[	[	X
easat-8468	311	2	31	31	NUM
easat-8468	311	3	]	]	PUNCT
easat-8468	311	4	m.	m.	NOUN
easat-8468	311	5	salehudin	salehudin	PROPN
easat-8468	311	6	,	,	PUNCT
easat-8468	311	7	d.	d.	PROPN
easat-8468	311	8	harmanto	harmanto	PROPN
easat-8468	311	9	,	,	PUNCT
easat-8468	311	10	and	and	CCONJ
easat-8468	311	11	a.	a.	NOUN
easat-8468	311	12	budiarti	budiarti	NOUN
easat-8468	311	13	,	,	PUNCT
easat-8468	311	14	"	"	PUNCT
easat-8468	311	15	tinjauan	tinjauan	PROPN
easat-8468	311	16	kejelasan	kejelasan	PROPN
easat-8468	311	17	dan	dan	PROPN
easat-8468	311	18	ketepatan	ketepatan	PROPN
easat-8468	311	19	diagnosa	diagnosa	PROPN
easat-8468	311	20	pada	pada	PROPN
easat-8468	311	21	resume	resume	PROPN
easat-8468	311	22	medis	medis	PROPN
easat-8468	311	23	pasien	pasien	PROPN
easat-8468	311	24	rawat	rawat	PROPN
easat-8468	311	25	inap	inap	PROPN
easat-8468	311	26	dengan	dengan	PROPN
easat-8468	311	27	keakuratan	keakuratan	PROPN
easat-8468	311	28	kode	kode	PROPN
easat-8468	311	29	berdasarkan	berdasarkan	PROPN
easat-8468	311	30	icd-10	icd-10	DET
easat-8468	311	31	di	di	PROPN
easat-8468	311	32	rshd	rshd	PROPN
easat-8468	311	33	kota	kota	PROPN
easat-8468	311	34	bengkulu	bengkulu	VERB
easat-8468	311	35	,	,	PUNCT
easat-8468	311	36	"	"	PUNCT
easat-8468	311	37	jurnal	jurnal	ADJ
easat-8468	311	38	manajemen	manajeman	NOUN
easat-8468	311	39	informasi	informasi	PROPN
easat-8468	311	40	kesehatan	kesehatan	PROPN
easat-8468	311	41	,	,	PUNCT
easat-8468	311	42	pp	pp	ADJ
easat-8468	311	43	.	.	PUNCT
easat-8468	312	1	34–43	34–43	NUM
easat-8468	312	2	,	,	PUNCT
easat-8468	312	3	2021	2021	NUM
easat-8468	312	4	.	.	PUNCT
easat-8468	313	1	[	[	X
easat-8468	313	2	32	32	NUM
easat-8468	313	3	]	]	PUNCT
easat-8468	313	4	m.	m.	NOUN
easat-8468	314	1	k.	k.	PROPN
easat-8468	314	2	dalton	dalton	PROPN
easat-8468	314	3	et	et	PROPN
easat-8468	314	4	al	al	PROPN
easat-8468	314	5	.	.	PROPN
easat-8468	314	6	,	,	PUNCT
easat-8468	314	7	"	"	PUNCT
easat-8468	314	8	defining	define	VERB
easat-8468	314	9	the	the	DET
easat-8468	314	10	emergency	emergency	NOUN
easat-8468	314	11	general	general	ADJ
easat-8468	314	12	surgery	surgery	NOUN
easat-8468	314	13	patient	patient	NOUN
easat-8468	314	14	population	population	NOUN
easat-8468	314	15	in	in	ADP
easat-8468	314	16	the	the	DET
easat-8468	314	17	era	era	NOUN
easat-8468	314	18	of	of	ADP
easat-8468	314	19	icd-10	icd-10	NOUN
easat-8468	314	20	:	:	PUNCT
easat-8468	314	21	evaluating	evaluate	VERB
easat-8468	314	22	an	an	DET
easat-8468	314	23	established	established	ADJ
easat-8468	314	24	crosswalk	crosswalk	NOUN
easat-8468	314	25	from	from	ADP
easat-8468	314	26	icd-9	icd-9	ADV
easat-8468	314	27	to	to	ADP
easat-8468	314	28	icd-10	icd-10	DET
easat-8468	314	29	diagnosis	diagnosis	NOUN
easat-8468	314	30	codes	code	NOUN
easat-8468	314	31	,	,	PUNCT
easat-8468	314	32	"	"	PUNCT
easat-8468	314	33	journal	journal	NOUN
easat-8468	314	34	of	of	ADP
easat-8468	314	35	trauma	trauma	NOUN
easat-8468	314	36	and	and	CCONJ
easat-8468	314	37	acute	acute	NOUN
easat-8468	314	38	care	care	NOUN
easat-8468	314	39	surgery	surgery	NOUN
easat-8468	314	40	,	,	PUNCT
easat-8468	314	41	vol	vol	NOUN
easat-8468	314	42	.	.	PROPN
easat-8468	315	1	95	95	NUM
easat-8468	315	2	,	,	PUNCT
easat-8468	315	3	no	no	INTJ
easat-8468	315	4	.	.	NOUN
easat-8468	315	5	6	6	NUM
easat-8468	315	6	,	,	PUNCT
easat-8468	315	7	pp	pp	ADJ
easat-8468	315	8	.	.	PUNCT
easat-8468	316	1	899–904	899–904	NUM
easat-8468	316	2	,	,	PUNCT
easat-8468	316	3	2023	2023	NUM
easat-8468	316	4	.	.	PUNCT
easat-8468	317	1	[	[	X
easat-8468	317	2	33	33	NUM
easat-8468	317	3	]	]	PUNCT
easat-8468	317	4	c.	c.	PROPN
easat-8468	317	5	stewart	stewart	PROPN
easat-8468	317	6	et	et	PROPN
easat-8468	317	7	al	al	PROPN
easat-8468	317	8	.	.	PROPN
easat-8468	317	9	,	,	PUNCT
easat-8468	317	10	"	"	PUNCT
easat-8468	317	11	impact	impact	NOUN
easat-8468	317	12	of	of	ADP
easat-8468	317	13	icd-10	icd-10	ADJ
easat-8468	317	14	-	-	PUNCT
easat-8468	317	15	cm	cm	NOUN
easat-8468	317	16	transition	transition	NOUN
easat-8468	317	17	on	on	ADP
easat-8468	317	18	mental	mental	ADJ
easat-8468	317	19	health	health	NOUN
easat-8468	317	20	diagnoses	diagnosis	NOUN
easat-8468	317	21	recording	recording	NOUN
easat-8468	317	22	,	,	PUNCT
easat-8468	317	23	"	"	PUNCT
easat-8468	317	24	egems	egem	NOUN
easat-8468	317	25	(	(	PUNCT
easat-8468	317	26	generating	generate	VERB
easat-8468	317	27	evidence	evidence	NOUN
easat-8468	317	28	&	&	CCONJ
easat-8468	317	29	methods	method	NOUN
easat-8468	317	30	to	to	PART
easat-8468	317	31	improve	improve	VERB
easat-8468	317	32	patient	patient	ADJ
easat-8468	317	33	outcomes	outcome	NOUN
easat-8468	317	34	)	)	PUNCT
easat-8468	317	35	,	,	PUNCT
easat-8468	317	36	vol	vol	NOUN
easat-8468	317	37	.	.	PROPN
easat-8468	317	38	7	7	NUM
easat-8468	317	39	,	,	PUNCT
easat-8468	317	40	no	no	INTJ
easat-8468	317	41	.	.	NOUN
easat-8468	317	42	1	1	NUM
easat-8468	317	43	,	,	PUNCT
easat-8468	317	44	p.	p.	NOUN
easat-8468	317	45	14	14	NUM
easat-8468	317	46	,	,	PUNCT
easat-8468	317	47	2019	2019	NUM
easat-8468	317	48	.	.	PUNCT
easat-8468	318	1	[	[	X
easat-8468	318	2	34	34	NUM
easat-8468	318	3	]	]	X
easat-8468	318	4	j.	j.	PROPN
easat-8468	318	5	pyo	pyo	PROPN
easat-8468	318	6	,	,	PUNCT
easat-8468	318	7	e.	e.	PROPN
easat-8468	318	8	y.	y.	PROPN
easat-8468	318	9	choi	choi	PROPN
easat-8468	318	10	,	,	PUNCT
easat-8468	318	11	s.	s.	PROPN
easat-8468	318	12	g.	g.	PROPN
easat-8468	318	13	jang	jang	PROPN
easat-8468	318	14	,	,	PUNCT
easat-8468	318	15	w.	w.	PROPN
easat-8468	318	16	lee	lee	PROPN
easat-8468	318	17	,	,	PUNCT
easat-8468	318	18	and	and	CCONJ
easat-8468	318	19	m.	m.	NOUN
easat-8468	318	20	ock	ock	NOUN
easat-8468	318	21	,	,	PUNCT
easat-8468	318	22	"	"	PUNCT
easat-8468	318	23	accuracy	accuracy	NOUN
easat-8468	318	24	assessment	assessment	NOUN
easat-8468	318	25	of	of	ADP
easat-8468	318	26	patient	patient	ADJ
easat-8468	318	27	safety	safety	NOUN
easat-8468	318	28	incident	incident	NOUN
easat-8468	318	29	(	(	PUNCT
easat-8468	318	30	psi	psi	NOUN
easat-8468	318	31	)	)	PUNCT
easat-8468	318	32	codes	code	NOUN
easat-8468	318	33	and	and	CCONJ
easat-8468	318	34	present	present	ADJ
easat-8468	318	35	-	-	PUNCT
easat-8468	318	36	on	on	ADP
easat-8468	318	37	-	-	PUNCT
easat-8468	318	38	admission	admission	NOUN
easat-8468	318	39	(	(	PUNCT
easat-8468	318	40	poa	poa	NOUN
easat-8468	318	41	)	)	PUNCT
easat-8468	318	42	indicators	indicator	NOUN
easat-8468	318	43	:	:	PUNCT
easat-8468	318	44	a	a	DET
easat-8468	318	45	cross	cross	ADJ
easat-8468	318	46	-	-	ADJ
easat-8468	318	47	sectional	sectional	ADJ
easat-8468	318	48	analysis	analysis	NOUN
easat-8468	318	49	using	use	VERB
easat-8468	318	50	the	the	DET
easat-8468	318	51	patient	patient	ADJ
easat-8468	318	52	safety	safety	NOUN
easat-8468	318	53	incidents	incident	NOUN
easat-8468	318	54	inquiry	inquiry	NOUN
easat-8468	318	55	(	(	PUNCT
easat-8468	318	56	psii	psii	ADV
easat-8468	318	57	)	)	PUNCT
easat-8468	318	58	in	in	ADP
easat-8468	318	59	korea	korea	PROPN
easat-8468	318	60	,	,	PUNCT
easat-8468	318	61	"	"	PUNCT
easat-8468	318	62	bmc	bmc	PROPN
easat-8468	318	63	health	health	NOUN
easat-8468	318	64	services	service	NOUN
easat-8468	318	65	research	research	NOUN
easat-8468	318	66	,	,	PUNCT
easat-8468	318	67	vol	vol	NOUN
easat-8468	318	68	.	.	PROPN
easat-8468	318	69	24	24	NUM
easat-8468	318	70	,	,	PUNCT
easat-8468	318	71	no	no	INTJ
easat-8468	318	72	.	.	NOUN
easat-8468	318	73	1	1	NUM
easat-8468	318	74	,	,	PUNCT
easat-8468	318	75	2024	2024	NUM
easat-8468	318	76	.	.	PUNCT
easat-8468	319	1	[	[	X
easat-8468	319	2	35	35	NUM
easat-8468	319	3	]	]	X
easat-8468	319	4	s.	s.	PROPN
easat-8468	319	5	h.	h.	PROPN
easat-8468	319	6	adinda	adinda	PROPN
easat-8468	319	7	and	and	CCONJ
easat-8468	319	8	r.	r.	PROPN
easat-8468	319	9	siregar	siregar	NOUN
easat-8468	319	10	,	,	PUNCT
easat-8468	319	11	"	"	PUNCT
easat-8468	319	12	hubungan	hubungan	ADJ
easat-8468	319	13	kelengkapan	kelengkapan	NOUN
easat-8468	319	14	diagnosis	diagnosis	PROPN
easat-8468	319	15	dan	dan	PROPN
easat-8468	319	16	tindakan	tindakan	PROPN
easat-8468	319	17	pada	pada	PROPN
easat-8468	319	18	resume	resume	PROPN
easat-8468	319	19	medis	medis	PROPN
easat-8468	319	20	dengan	dengan	PROPN
easat-8468	319	21	ketepatan	ketepatan	PROPN
easat-8468	319	22	koding	koding	PROPN
easat-8468	319	23	rawat	rawat	PROPN
easat-8468	319	24	inap	inap	PROPN
easat-8468	319	25	pasien	pasien	PROPN
easat-8468	319	26	bpjs	bpjs	PROPN
easat-8468	319	27	di	di	PROPN
easat-8468	319	28	rumah	rumah	PROPN
easat-8468	319	29	sakit	sakit	PROPN
easat-8468	319	30	umum	umum	PROPN
easat-8468	319	31	sembiring	sembire	VERB
easat-8468	319	32	tahun	tahun	PROPN
easat-8468	319	33	2022	2022	NUM
easat-8468	319	34	kesehatan	kesehatan	PROPN
easat-8468	319	35	deli	deli	PROPN
easat-8468	319	36	sumatera	sumatera	PROPN
easat-8468	319	37	,	,	PUNCT
easat-8468	319	38	"	"	PUNCT
easat-8468	319	39	kesehatan	kesehatan	PROPN
easat-8468	319	40	deli	deli	PROPN
easat-8468	319	41	sumatera	sumatera	PROPN
easat-8468	319	42	,	,	PUNCT
easat-8468	319	43	vol	vol	NOUN
easat-8468	319	44	.	.	PROPN
easat-8468	319	45	1	1	NUM
easat-8468	319	46	,	,	PUNCT
easat-8468	319	47	no	no	INTJ
easat-8468	319	48	.	.	NOUN
easat-8468	319	49	1	1	NUM
easat-8468	319	50	,	,	PUNCT
easat-8468	319	51	pp	pp	ADJ
easat-8468	319	52	.	.	PUNCT
easat-8468	320	1	1–7	1–7	NUM
easat-8468	320	2	,	,	PUNCT
easat-8468	320	3	2023	2023	NUM
easat-8468	320	4	.	.	PUNCT
easat-8468	321	1	[	[	X
easat-8468	321	2	36	36	NUM
easat-8468	321	3	]	]	PUNCT
easat-8468	321	4	s.	s.	PROPN
easat-8468	321	5	s.	s.	PROPN
easat-8468	321	6	kadri	kadri	PROPN
easat-8468	321	7	et	et	PROPN
easat-8468	321	8	al	al	PROPN
easat-8468	321	9	.	.	PROPN
easat-8468	321	10	,	,	PUNCT
easat-8468	321	11	"	"	PUNCT
easat-8468	321	12	uptake	uptake	ADJ
easat-8468	321	13	and	and	CCONJ
easat-8468	321	14	accuracy	accuracy	NOUN
easat-8468	321	15	of	of	ADP
easat-8468	321	16	the	the	DET
easat-8468	321	17	diagnosis	diagnosis	NOUN
easat-8468	321	18	code	code	NOUN
easat-8468	321	19	for	for	ADP
easat-8468	321	20	covid-19	covid-19	PROPN
easat-8468	321	21	among	among	ADP
easat-8468	321	22	us	us	PROPN
easat-8468	321	23	hospitalizations	hospitalization	NOUN
easat-8468	321	24	,	,	PUNCT
easat-8468	321	25	"	"	PUNCT
easat-8468	321	26	jama	jama	NOUN
easat-8468	321	27	,	,	PUNCT
easat-8468	321	28	vol	vol	NOUN
easat-8468	321	29	.	.	PROPN
easat-8468	321	30	324	324	NUM
easat-8468	321	31	,	,	PUNCT
easat-8468	321	32	no	no	INTJ
easat-8468	321	33	.	.	NOUN
easat-8468	321	34	24	24	NUM
easat-8468	321	35	,	,	PUNCT
easat-8468	321	36	p.	p.	NOUN
easat-8468	321	37	2553	2553	NUM
easat-8468	321	38	,	,	PUNCT
easat-8468	321	39	2020	2020	NUM
easat-8468	321	40	.	.	PUNCT
easat-8468	322	1	[	[	X
easat-8468	322	2	37	37	NUM
easat-8468	322	3	]	]	PUNCT
easat-8468	322	4	t.	t.	PROPN
easat-8468	322	5	yang	yang	PROPN
easat-8468	322	6	et	et	PROPN
easat-8468	322	7	al	al	PROPN
easat-8468	322	8	.	.	PROPN
easat-8468	322	9	,	,	PUNCT
easat-8468	322	10	"	"	PUNCT
easat-8468	322	11	assessment	assessment	NOUN
easat-8468	322	12	of	of	ADP
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easat-8468	322	14	classification	classification	NOUN
easat-8468	322	15	of	of	ADP
easat-8468	322	16	diseases	disease	NOUN
easat-8468	322	17	,	,	PUNCT
easat-8468	322	18	tenth	tenth	ADJ
easat-8468	322	19	revision	revision	NOUN
easat-8468	322	20	,	,	PUNCT
easat-8468	322	21	clinical	clinical	ADJ
easat-8468	322	22	modification	modification	NOUN
easat-8468	322	23	(	(	PUNCT
easat-8468	322	24	icd-10	icd-10	ADJ
easat-8468	322	25	-	-	PUNCT
easat-8468	322	26	cm	cm	NOUN
easat-8468	322	27	)	)	PUNCT
easat-8468	322	28	code	code	NOUN
easat-8468	322	29	assignment	assignment	NOUN
easat-8468	322	30	validity	validity	NOUN
easat-8468	322	31	for	for	ADP
easat-8468	322	32	case	case	NOUN
easat-8468	322	33	finding	finding	NOUN
easat-8468	322	34	of	of	ADP
easat-8468	322	35	medication	medication	NOUN
easat-8468	322	36	-	-	PUNCT
easat-8468	322	37	related	relate	VERB
easat-8468	322	38	hypoglycemia	hypoglycemia	NOUN
easat-8468	322	39	acute	acute	NOUN
easat-8468	322	40	care	care	NOUN
easat-8468	322	41	visits	visit	NOUN
easat-8468	322	42	among	among	ADP
easat-8468	322	43	medicare	medicare	PROPN
easat-8468	322	44	beneficiaries	beneficiary	NOUN
easat-8468	322	45	,	,	PUNCT
easat-8468	322	46	"	"	PUNCT
easat-8468	322	47	medical	medical	ADJ
easat-8468	322	48	care	care	NOUN
easat-8468	322	49	,	,	PUNCT
easat-8468	322	50	vol	vol	NOUN
easat-8468	322	51	.	.	PROPN
easat-8468	322	52	60	60	NUM
easat-8468	322	53	,	,	PUNCT
easat-8468	322	54	no	no	INTJ
easat-8468	322	55	.	.	NOUN
easat-8468	322	56	3	3	NUM
easat-8468	322	57	,	,	PUNCT
easat-8468	322	58	pp	pp	ADJ
easat-8468	322	59	.	.	PUNCT
easat-8468	323	1	219–226	219–226	NUM
easat-8468	323	2	,	,	PUNCT
easat-8468	323	3	2022	2022	NUM
easat-8468	323	4	.	.	PUNCT
easat-8468	324	1	2742	2742	NUM
easat-8468	324	2	edelweiss	edelweiss	PROPN
easat-8468	324	3	applied	apply	VERB
easat-8468	324	4	science	science	NOUN
easat-8468	324	5	and	and	CCONJ
easat-8468	324	6	technology	technology	NOUN
easat-8468	324	7	issn	issn	PROPN
easat-8468	324	8	:	:	PUNCT
easat-8468	324	9	2576	2576	NUM
easat-8468	324	10	-	-	SYM
easat-8468	324	11	8484	8484	NUM
easat-8468	324	12	vol	vol	NOUN
easat-8468	324	13	.	.	PROPN
easat-8468	325	1	9	9	NUM
easat-8468	325	2	,	,	PUNCT
easat-8468	325	3	no	no	INTJ
easat-8468	325	4	.	.	NOUN
easat-8468	326	1	6	6	NUM
easat-8468	326	2	:	:	SYM
easat-8468	326	3	2731	2731	NUM
easat-8468	326	4	-	-	SYM
easat-8468	326	5	2742	2742	NUM
easat-8468	326	6	,	,	PUNCT
easat-8468	326	7	2025	2025	NUM
easat-8468	326	8	doi	doi	NOUN
easat-8468	326	9	:	:	PUNCT
easat-8468	326	10	10.55214/25768484.v9i6.8468	10.55214/25768484.v9i6.8468	NUM
easat-8468	326	11	©	©	PROPN
easat-8468	326	12	2025	2025	NUM
easat-8468	326	13	by	by	ADP
easat-8468	326	14	the	the	DET
easat-8468	326	15	authors	author	NOUN
easat-8468	326	16	;	;	PUNCT
easat-8468	326	17	licensee	licensee	PROPN
easat-8468	326	18	learning	learning	NOUN
easat-8468	326	19	gate	gate	NOUN
easat-8468	327	1	[	[	X
easat-8468	327	2	38	38	NUM
easat-8468	327	3	]	]	X
easat-8468	327	4	d.	d.	PROPN
easat-8468	327	5	febriana	febriana	PROPN
easat-8468	327	6	,	,	PUNCT
easat-8468	327	7	a.	a.	PROPN
easat-8468	327	8	o.	o.	PROPN
easat-8468	327	9	hakim	hakim	PROPN
easat-8468	327	10	,	,	PUNCT
easat-8468	327	11	z.	z.	PROPN
easat-8468	327	12	n.	n.	PROPN
easat-8468	327	13	indira	indira	PROPN
easat-8468	327	14	,	,	PUNCT
easat-8468	327	15	and	and	CCONJ
easat-8468	327	16	o.	o.	PROPN
easat-8468	327	17	anggraeni	anggraeni	NOUN
easat-8468	327	18	,	,	PUNCT
easat-8468	327	19	"	"	PUNCT
easat-8468	327	20	faktor	faktor	NOUN
easat-8468	327	21	faktor	faktor	PROPN
easat-8468	327	22	yang	yang	PROPN
easat-8468	327	23	mempengaruhi	mempengaruhi	VERB
easat-8468	327	24	proses	proses	PROPN
easat-8468	327	25	pengkodean	pengkodean	ADJ
easat-8468	327	26	diagnosis	diagnosis	PROPN
easat-8468	327	27	di	di	PROPN
easat-8468	327	28	rumah	rumah	PROPN
easat-8468	327	29	sakit	sakit	PROPN
easat-8468	327	30	umum	umum	PROPN
easat-8468	327	31	daerah	daerah	PROPN
easat-8468	327	32	cilacap	cilacap	PROPN
easat-8468	327	33	,	,	PUNCT
easat-8468	327	34	"	"	PUNCT
easat-8468	327	35	vol	vol	NOUN
easat-8468	327	36	.	.	NOUN
easat-8468	328	1	9	9	NUM
easat-8468	328	2	,	,	PUNCT
easat-8468	328	3	no	no	INTJ
easat-8468	328	4	.	.	NOUN
easat-8468	328	5	2	2	NUM
easat-8468	328	6	,	,	PUNCT
easat-8468	328	7	pp	pp	ADJ
easat-8468	328	8	.	.	PUNCT
easat-8468	329	1	150–158	150–158	NUM
easat-8468	329	2	,	,	PUNCT
easat-8468	329	3	2024	2024	NUM
easat-8468	329	4	.	.	PUNCT
easat-8468	330	1	[	[	X
easat-8468	330	2	39	39	NUM
easat-8468	330	3	]	]	PUNCT
easat-8468	330	4	a.	a.	NOUN
easat-8468	330	5	muchlis	muchlis	PROPN
easat-8468	330	6	and	and	CCONJ
easat-8468	330	7	r.	r.	PROPN
easat-8468	330	8	a.	a.	PROPN
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easat-8468	330	10	,	,	PUNCT
easat-8468	330	11	"	"	PUNCT
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easat-8468	330	14	medical	medical	ADJ
easat-8468	330	15	information	information	NOUN
easat-8468	330	16	completeness	completeness	NOUN
easat-8468	330	17	and	and	CCONJ
easat-8468	330	18	accuracy	accuracy	NOUN
easat-8468	330	19	of	of	ADP
easat-8468	330	20	the	the	DET
easat-8468	330	21	diagnosis	diagnosis	NOUN
easat-8468	330	22	code	code	NOUN
easat-8468	330	23	for	for	ADP
easat-8468	330	24	upper	upper	ADJ
easat-8468	330	25	respiratory	respiratory	ADJ
easat-8468	330	26	tract	tract	NOUN
easat-8468	330	27	infection	infection	NOUN
easat-8468	330	28	and	and	CCONJ
easat-8468	330	29	hypertension	hypertension	NOUN
easat-8468	330	30	based	base	VERB
easat-8468	330	31	on	on	ADP
easat-8468	330	32	icd-10	icd-10	PRON
easat-8468	330	33	in	in	ADP
easat-8468	330	34	medical	medical	ADJ
easat-8468	330	35	record	record	NOUN
easat-8468	330	36	at	at	ADP
easat-8468	330	37	cibening	cibene	VERB
easat-8468	330	38	health	health	NOUN
easat-8468	330	39	center	center	NOUN
easat-8468	330	40	,	,	PUNCT
easat-8468	330	41	"	"	PUNCT
easat-8468	330	42	muhammadiyah	muhammadiyah	ADP
easat-8468	330	43	medical	medical	ADJ
easat-8468	330	44	journal	journal	NOUN
easat-8468	330	45	,	,	PUNCT
easat-8468	330	46	vol	vol	NOUN
easat-8468	330	47	.	.	PROPN
easat-8468	330	48	2	2	NUM
easat-8468	330	49	,	,	PUNCT
easat-8468	330	50	no	no	INTJ
easat-8468	330	51	.	.	NOUN
easat-8468	330	52	1	1	NUM
easat-8468	330	53	,	,	PUNCT
easat-8468	330	54	p.	p.	NOUN
easat-8468	330	55	1	1	NUM
easat-8468	330	56	,	,	PUNCT
easat-8468	330	57	2021	2021	NUM
easat-8468	330	58	.	.	PUNCT
easat-8468	331	1	[	[	X
easat-8468	331	2	40	40	NUM
easat-8468	331	3	]	]	PUNCT
easat-8468	331	4	e.	e.	PROPN
easat-8468	331	5	s.	s.	PROPN
easat-8468	331	6	d.	d.	PROPN
easat-8468	331	7	h.	h.	PROPN
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easat-8468	331	9	,	,	PUNCT
easat-8468	331	10	"	"	PUNCT
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easat-8468	331	15	precision	precision	NOUN
easat-8468	331	16	in	in	ADP
easat-8468	331	17	writing	write	VERB
easat-8468	331	18	the	the	DET
easat-8468	331	19	main	main	ADJ
easat-8468	331	20	diagnosis	diagnosis	NOUN
easat-8468	331	21	and	and	CCONJ
easat-8468	331	22	accuracy	accuracy	NOUN
easat-8468	331	23	of	of	ADP
easat-8468	331	24	main	main	ADJ
easat-8468	331	25	diagnosis	diagnosis	NOUN
easat-8468	331	26	codes	code	NOUN
easat-8468	331	27	with	with	ADP
easat-8468	331	28	financing	financing	NOUN
easat-8468	331	29	claims	claim	NOUN
easat-8468	331	30	in	in	ADP
easat-8468	331	31	casesof	casesof	NOUN
easat-8468	331	32	dm	dm	X
easat-8468	331	33	in	in	ADP
easat-8468	331	34	dr	dr	PROPN
easat-8468	331	35	radjiman	radjiman	PROPN
easat-8468	331	36	wediodiningrat	wediodiningrat	PROPN
easat-8468	331	37	hospital	hospital	PROPN
easat-8468	331	38	,	,	PUNCT
easat-8468	331	39	lawang	lawang	PROPN
easat-8468	331	40	,	,	PUNCT
easat-8468	331	41	"	"	PUNCT
easat-8468	331	42	modern	modern	ADJ
easat-8468	331	43	health	health	NOUN
easat-8468	331	44	science	science	NOUN
easat-8468	331	45	,	,	PUNCT
easat-8468	331	46	vol	vol	NOUN
easat-8468	331	47	.	.	PROPN
easat-8468	332	1	2	2	NUM
easat-8468	332	2	,	,	PUNCT
easat-8468	332	3	no	no	INTJ
easat-8468	332	4	.	.	NOUN
easat-8468	332	5	2	2	NUM
easat-8468	332	6	,	,	PUNCT
easat-8468	332	7	p.	p.	NOUN
easat-8468	332	8	26	26	NUM
easat-8468	332	9	,	,	PUNCT
easat-8468	332	10	2019	2019	NUM
easat-8468	332	11	.	.	PUNCT
easat-8468	333	1	[	[	X
easat-8468	333	2	41	41	NUM
easat-8468	333	3	]	]	PUNCT
easat-8468	333	4	a.	a.	PROPN
easat-8468	333	5	sabela	sabela	PROPN
easat-8468	333	6	hasibuan	hasibuan	PROPN
easat-8468	333	7	,	,	PUNCT
easat-8468	333	8	z.	z.	PROPN
easat-8468	333	9	a.	a.	PROPN
easat-8468	333	10	ritonga	ritonga	PROPN
easat-8468	333	11	,	,	PUNCT
easat-8468	333	12	m.	m.	NOUN
easat-8468	333	13	simanjuntak	simanjuntak	NOUN
easat-8468	333	14	,	,	PUNCT
easat-8468	333	15	and	and	CCONJ
easat-8468	333	16	e.	e.	PROPN
easat-8468	333	17	r.	r.	PROPN
easat-8468	333	18	nababan	nababan	PROPN
easat-8468	333	19	,	,	PUNCT
easat-8468	333	20	"	"	PUNCT
easat-8468	333	21	tinjauan	tinjauan	NOUN
easat-8468	333	22	kelengkapan	kelengkapan	PROPN
easat-8468	333	23	pengisian	pengisian	PROPN
easat-8468	333	24	formulir	formulir	PROPN
easat-8468	333	25	persetujuan	persetujuan	PROPN
easat-8468	333	26	tindakan	tindakan	PROPN
easat-8468	333	27	kedokteran	kedokteran	PROPN
easat-8468	333	28	pasien	pasien	PROPN
easat-8468	333	29	bedah	bedah	PROPN
easat-8468	333	30	rawat	rawat	PROPN
easat-8468	333	31	inap	inap	PROPN
easat-8468	333	32	di	di	PROPN
easat-8468	333	33	rumah	rumah	PROPN
easat-8468	333	34	sakit	sakit	PROPN
easat-8468	333	35	tere	tere	PROPN
easat-8468	333	36	margareth	margareth	PROPN
easat-8468	333	37	tahun	tahun	PROPN
easat-8468	333	38	2022	2022	NUM
easat-8468	333	39	,	,	PUNCT
easat-8468	333	40	"	"	PUNCT
easat-8468	333	41	jurnal	jurnal	ADJ
easat-8468	333	42	ilmiah	ilmiah	PROPN
easat-8468	333	43	perekam	perekam	PROPN
easat-8468	333	44	dan	dan	PROPN
easat-8468	333	45	informasi	informasi	PROPN
easat-8468	333	46	kesehatan	kesehatan	PROPN
easat-8468	333	47	imelda	imelda	PROPN
easat-8468	333	48	,	,	PUNCT
easat-8468	333	49	vol	vol	NOUN
easat-8468	333	50	.	.	PROPN
easat-8468	333	51	8	8	NUM
easat-8468	333	52	,	,	PUNCT
easat-8468	333	53	no	no	INTJ
easat-8468	333	54	.	.	NOUN
easat-8468	333	55	2	2	NUM
easat-8468	333	56	,	,	PUNCT
easat-8468	333	57	pp	pp	ADJ
easat-8468	333	58	.	.	PUNCT
easat-8468	334	1	165–174	165–174	NUM
easat-8468	334	2	,	,	PUNCT
easat-8468	334	3	2023	2023	NUM
easat-8468	334	4	.	.	PUNCT
easat-8468	335	1	[	[	X
easat-8468	335	2	42	42	NUM
easat-8468	335	3	]	]	X
easat-8468	335	4	c.	c.	PROPN
easat-8468	335	5	opitasari	opitasari	PROPN
easat-8468	335	6	and	and	CCONJ
easat-8468	335	7	a.	a.	NOUN
easat-8468	335	8	nurwahyuni	nurwahyuni	PROPN
easat-8468	335	9	,	,	PUNCT
easat-8468	335	10	"	"	PUNCT
easat-8468	335	11	the	the	DET
easat-8468	335	12	completeness	completeness	NOUN
easat-8468	335	13	and	and	CCONJ
easat-8468	335	14	accuracy	accuracy	NOUN
easat-8468	335	15	of	of	ADP
easat-8468	335	16	clinical	clinical	ADJ
easat-8468	335	17	coding	coding	NOUN
easat-8468	335	18	for	for	ADP
easat-8468	335	19	diagnosis	diagnosis	NOUN
easat-8468	335	20	and	and	CCONJ
easat-8468	335	21	medical	medical	ADJ
easat-8468	335	22	procedure	procedure	NOUN
easat-8468	335	23	on	on	ADP
easat-8468	335	24	the	the	DET
easat-8468	335	25	ina	ina	PROPN
easat-8468	335	26	-	-	PUNCT
easat-8468	335	27	cbgs	cbgs	PROPN
easat-8468	335	28	claim	claim	NOUN
easat-8468	335	29	amounts	amount	VERB
easat-8468	335	30	at	at	ADP
easat-8468	335	31	a	a	DET
easat-8468	335	32	hospital	hospital	NOUN
easat-8468	335	33	in	in	ADP
easat-8468	335	34	south	south	PROPN
easat-8468	335	35	jakarta	jakarta	PROPN
easat-8468	335	36	,	,	PUNCT
easat-8468	335	37	"	"	PUNCT
easat-8468	335	38	health	health	NOUN
easat-8468	335	39	science	science	PROPN
easat-8468	335	40	journal	journal	PROPN
easat-8468	335	41	of	of	ADP
easat-8468	335	42	indonesia	indonesia	PROPN
easat-8468	335	43	,	,	PUNCT
easat-8468	335	44	vol	vol	NOUN
easat-8468	335	45	.	.	PROPN
easat-8468	335	46	9	9	NUM
easat-8468	335	47	,	,	PUNCT
easat-8468	335	48	no	no	INTJ
easat-8468	335	49	.	.	NOUN
easat-8468	335	50	1	1	NUM
easat-8468	335	51	,	,	PUNCT
easat-8468	335	52	pp	pp	ADJ
easat-8468	335	53	.	.	PUNCT
easat-8468	336	1	14–18	14–18	NUM
easat-8468	336	2	,	,	PUNCT
easat-8468	336	3	2018	2018	NUM
easat-8468	336	4	.	.	PUNCT
easat-8468	337	1	[	[	X
easat-8468	337	2	43	43	NUM
easat-8468	337	3	]	]	X
easat-8468	337	4	w.	w.	PROPN
easat-8468	337	5	v.	v.	PROPN
easat-8468	337	6	trisna	trisna	PROPN
easat-8468	337	7	,	,	PUNCT
easat-8468	337	8	"	"	PUNCT
easat-8468	337	9	keakuratan	keakuratan	PROPN
easat-8468	337	10	kode	kode	PROPN
easat-8468	337	11	tindakan	tindakan	PROPN
easat-8468	337	12	pada	pada	PROPN
easat-8468	337	13	dokumen	dokumen	PROPN
easat-8468	337	14	rekam	rekam	PROPN
easat-8468	337	15	medis	medis	PROPN
easat-8468	337	16	menggunakan	menggunakan	PROPN
easat-8468	337	17	icd-9	icd-9	PROPN
easat-8468	337	18	cm	cm	PROPN
easat-8468	337	19	sebelum	sebelum	PROPN
easat-8468	337	20	dan	dan	PROPN
easat-8468	337	21	sesudah	sesudah	PROPN
easat-8468	337	22	dilakukan	dilakukan	PROPN
easat-8468	337	23	pelatihan	pelatihan	PROPN
easat-8468	337	24	pengkodean	pengkodean	PROPN
easat-8468	337	25	di	di	X
easat-8468	337	26	rsud	rsud	PROPN
easat-8468	337	27	petala	petala	PROPN
easat-8468	337	28	bumi	bumi	PROPN
easat-8468	337	29	provinsi	provinsi	PROPN
easat-8468	337	30	riau	riau	PROPN
easat-8468	337	31	,	,	PUNCT
easat-8468	337	32	"	"	PUNCT
easat-8468	337	33	inohim	inohim	NOUN
easat-8468	337	34	,	,	PUNCT
easat-8468	337	35	vol	vol	NOUN
easat-8468	337	36	.	.	PROPN
easat-8468	338	1	6	6	NUM
easat-8468	338	2	,	,	PUNCT
easat-8468	338	3	no	no	INTJ
easat-8468	338	4	.	.	NOUN
easat-8468	338	5	1	1	NUM
easat-8468	338	6	,	,	PUNCT
easat-8468	338	7	pp	pp	ADJ
easat-8468	338	8	.	.	PUNCT
easat-8468	339	1	6–13	6–13	NOUN
easat-8468	339	2	,	,	PUNCT
easat-8468	339	3	2018	2018	NUM
easat-8468	339	4	.	.	PUNCT
easat-8468	340	1	[	[	X
easat-8468	340	2	44	44	NUM
easat-8468	340	3	]	]	PUNCT
easat-8468	340	4	a.	a.	NOUN
easat-8468	340	5	a.	a.	NOUN
easat-8468	340	6	saadah	saadah	PROPN
easat-8468	340	7	and	and	CCONJ
easat-8468	340	8	r.	r.	PROPN
easat-8468	340	9	n.	n.	PROPN
easat-8468	340	10	sukmawati	sukmawati	PROPN
easat-8468	340	11	,	,	PUNCT
easat-8468	340	12	"	"	PUNCT
easat-8468	340	13	factors	factor	NOUN
easat-8468	340	14	contributing	contribute	VERB
easat-8468	340	15	to	to	ADP
easat-8468	340	16	inaccurate	inaccurate	ADJ
easat-8468	340	17	diagnosis	diagnosis	NOUN
easat-8468	340	18	code	code	NOUN
easat-8468	340	19	in	in	ADP
easat-8468	340	20	obstetric	obstetric	ADJ
easat-8468	340	21	case	case	NOUN
easat-8468	340	22	in	in	ADP
easat-8468	340	23	hospital	hospital	NOUN
easat-8468	340	24	,	,	PUNCT
easat-8468	340	25	"	"	PUNCT
easat-8468	340	26	science	science	NOUN
easat-8468	340	27	midwifery	midwifery	NOUN
easat-8468	340	28	,	,	PUNCT
easat-8468	340	29	vol	vol	NOUN
easat-8468	340	30	.	.	PROPN
easat-8468	340	31	11	11	NUM
easat-8468	340	32	,	,	PUNCT
easat-8468	340	33	no	no	INTJ
easat-8468	340	34	.	.	NOUN
easat-8468	340	35	1	1	NUM
easat-8468	340	36	,	,	PUNCT
easat-8468	340	37	pp	pp	ADJ
easat-8468	340	38	.	.	PUNCT
easat-8468	341	1	85–91	85–91	NUM
easat-8468	341	2	,	,	PUNCT
easat-8468	341	3	2023	2023	NUM
easat-8468	341	4	.	.	PUNCT
easat-8468	342	1	[	[	X
easat-8468	342	2	45	45	NUM
easat-8468	342	3	]	]	PUNCT
easat-8468	342	4	w.	w.	PROPN
easat-8468	342	5	maryati	maryati	PROPN
easat-8468	342	6	,	,	PUNCT
easat-8468	342	7	i.	i.	PROPN
easat-8468	342	8	o.	o.	PROPN
easat-8468	342	9	rahayuningrum	rahayuningrum	PROPN
easat-8468	342	10	,	,	PUNCT
easat-8468	342	11	and	and	CCONJ
easat-8468	342	12	a.	a.	NOUN
easat-8468	342	13	ismayani	ismayani	NOUN
easat-8468	342	14	,	,	PUNCT
easat-8468	342	15	"	"	PUNCT
easat-8468	342	16	quality	quality	NOUN
easat-8468	342	17	of	of	ADP
easat-8468	342	18	medical	medical	ADJ
easat-8468	342	19	information	information	NOUN
easat-8468	342	20	determine	determine	VERB
easat-8468	342	21	the	the	DET
easat-8468	342	22	quality	quality	NOUN
easat-8468	342	23	of	of	ADP
easat-8468	342	24	diagnosis	diagnosis	NOUN
easat-8468	342	25	code	code	NOUN
easat-8468	342	26	,	,	PUNCT
easat-8468	342	27	"	"	PUNCT
easat-8468	342	28	international	international	ADJ
easat-8468	342	29	journal	journal	NOUN
easat-8468	342	30	of	of	ADP
easat-8468	342	31	public	public	ADJ
easat-8468	342	32	health	health	NOUN
easat-8468	342	33	science	science	NOUN
easat-8468	342	34	,	,	PUNCT
easat-8468	342	35	vol	vol	NOUN
easat-8468	342	36	.	.	PROPN
easat-8468	342	37	8	8	NUM
easat-8468	342	38	,	,	PUNCT
easat-8468	342	39	no	no	INTJ
easat-8468	342	40	.	.	NOUN
easat-8468	342	41	3	3	NUM
easat-8468	342	42	,	,	PUNCT
easat-8468	342	43	p.	p.	NOUN
easat-8468	342	44	326	326	NUM
easat-8468	342	45	,	,	PUNCT
easat-8468	342	46	2019	2019	NUM
easat-8468	342	47	.	.	PUNCT
easat-8468	343	1	[	[	X
easat-8468	343	2	46	46	NUM
easat-8468	343	3	]	]	PUNCT
easat-8468	343	4	f.	f.	PROPN
easat-8468	343	5	cleary	cleary	PROPN
easat-8468	343	6	et	et	PROPN
easat-8468	343	7	al	al	PROPN
easat-8468	343	8	.	.	PROPN
easat-8468	343	9	,	,	PUNCT
easat-8468	343	10	"	"	PUNCT
easat-8468	343	11	association	association	NOUN
easat-8468	343	12	between	between	ADP
easat-8468	343	13	practice	practice	NOUN
easat-8468	343	14	coding	coding	NOUN
easat-8468	343	15	of	of	ADP
easat-8468	343	16	chronic	chronic	ADJ
easat-8468	343	17	kidney	kidney	NOUN
easat-8468	343	18	disease	disease	NOUN
easat-8468	343	19	(	(	PUNCT
easat-8468	343	20	ckd	ckd	NOUN
easat-8468	343	21	)	)	PUNCT
easat-8468	343	22	in	in	ADP
easat-8468	343	23	primary	primary	ADJ
easat-8468	343	24	care	care	NOUN
easat-8468	343	25	and	and	CCONJ
easat-8468	343	26	subsequent	subsequent	ADJ
easat-8468	343	27	hospitalisations	hospitalisation	NOUN
easat-8468	343	28	and	and	CCONJ
easat-8468	343	29	death	death	NOUN
easat-8468	343	30	:	:	PUNCT
easat-8468	343	31	a	a	DET
easat-8468	343	32	cohort	cohort	NOUN
easat-8468	343	33	analysis	analysis	NOUN
easat-8468	343	34	using	use	VERB
easat-8468	343	35	national	national	ADJ
easat-8468	343	36	audit	audit	NOUN
easat-8468	343	37	data	datum	NOUN
easat-8468	343	38	,	,	PUNCT
easat-8468	343	39	"	"	PUNCT
easat-8468	343	40	bmj	bmj	X
easat-8468	343	41	open	open	ADJ
easat-8468	343	42	,	,	PUNCT
easat-8468	343	43	vol	vol	NOUN
easat-8468	343	44	.	.	PROPN
easat-8468	343	45	12	12	NUM
easat-8468	343	46	,	,	PUNCT
easat-8468	343	47	no	no	INTJ
easat-8468	343	48	.	.	NOUN
easat-8468	343	49	10	10	NUM
easat-8468	343	50	,	,	PUNCT
easat-8468	343	51	p.	p.	NOUN
easat-8468	343	52	e064513	e064513	PROPN
easat-8468	343	53	,	,	PUNCT
easat-8468	343	54	2022	2022	NUM
easat-8468	343	55	.	.	PUNCT
easat-8468	344	1	[	[	X
easat-8468	344	2	47	47	NUM
easat-8468	344	3	]	]	X
easat-8468	344	4	r.	r.	PROPN
easat-8468	344	5	sisk	sisk	PROPN
easat-8468	344	6	,	,	PUNCT
easat-8468	344	7	r.	r.	PROPN
easat-8468	344	8	cameron	cameron	PROPN
easat-8468	344	9	,	,	PUNCT
easat-8468	344	10	w.	w.	PROPN
easat-8468	344	11	tahir	tahir	PROPN
easat-8468	344	12	,	,	PUNCT
easat-8468	344	13	and	and	CCONJ
easat-8468	344	14	c.	c.	PROPN
easat-8468	344	15	sammut	sammut	NOUN
easat-8468	344	16	-	-	PUNCT
easat-8468	344	17	powell	powell	NOUN
easat-8468	344	18	,	,	PUNCT
easat-8468	344	19	"	"	PUNCT
easat-8468	344	20	diagnosis	diagnosis	NOUN
easat-8468	344	21	coding	coding	NOUN
easat-8468	344	22	of	of	ADP
easat-8468	344	23	chronic	chronic	ADJ
easat-8468	344	24	kidney	kidney	NOUN
easat-8468	344	25	disease	disease	NOUN
easat-8468	344	26	in	in	ADP
easat-8468	344	27	type	type	NOUN
easat-8468	344	28	2	2	NUM
easat-8468	344	29	diabetes	diabetes	NOUN
easat-8468	344	30	in	in	ADP
easat-8468	344	31	uk	uk	PROPN
easat-8468	344	32	primary	primary	ADJ
easat-8468	344	33	care	care	NOUN
easat-8468	344	34	,	,	PUNCT
easat-8468	344	35	"	"	PUNCT
easat-8468	344	36	2023	2023	NUM
easat-8468	344	37	.	.	PUNCT
easat-8468	345	1	[	[	X
easat-8468	345	2	48	48	NUM
easat-8468	345	3	]	]	PUNCT
easat-8468	345	4	a.	a.	NOUN
easat-8468	345	5	olaitan	olaitan	PROPN
easat-8468	345	6	,	,	PUNCT
easat-8468	345	7	n.	n.	PROPN
easat-8468	345	8	ashman	ashman	PROPN
easat-8468	345	9	,	,	PUNCT
easat-8468	345	10	k.	k.	PROPN
easat-8468	345	11	homer	homer	PROPN
easat-8468	345	12	,	,	PUNCT
easat-8468	345	13	and	and	CCONJ
easat-8468	345	14	s.	s.	PROPN
easat-8468	345	15	hull	hull	PROPN
easat-8468	345	16	,	,	PUNCT
easat-8468	345	17	"	"	PUNCT
easat-8468	345	18	predictors	predictor	NOUN
easat-8468	345	19	of	of	ADP
easat-8468	345	20	late	late	ADJ
easat-8468	345	21	presentation	presentation	NOUN
easat-8468	345	22	to	to	ADP
easat-8468	345	23	renal	renal	ADJ
easat-8468	345	24	dialysis	dialysis	NOUN
easat-8468	345	25	:	:	PUNCT
easat-8468	345	26	a	a	DET
easat-8468	345	27	cohort	cohort	NOUN
easat-8468	345	28	study	study	NOUN
easat-8468	345	29	of	of	ADP
easat-8468	345	30	linked	link	VERB
easat-8468	345	31	primary	primary	ADJ
easat-8468	345	32	and	and	CCONJ
easat-8468	345	33	secondary	secondary	ADJ
easat-8468	345	34	care	care	NOUN
easat-8468	345	35	records	record	NOUN
easat-8468	345	36	in	in	ADP
easat-8468	345	37	east	east	PROPN
easat-8468	345	38	london	london	PROPN
easat-8468	345	39	,	,	PUNCT
easat-8468	345	40	"	"	PUNCT
easat-8468	345	41	bmj	bmj	X
easat-8468	345	42	open	open	ADJ
easat-8468	345	43	,	,	PUNCT
easat-8468	345	44	vol	vol	NOUN
easat-8468	345	45	.	.	NOUN
easat-8468	345	46	9	9	NUM
easat-8468	345	47	,	,	PUNCT
easat-8468	345	48	no	no	INTJ
easat-8468	345	49	.	.	NOUN
easat-8468	345	50	6	6	NUM
easat-8468	345	51	,	,	PUNCT
easat-8468	345	52	p.	p.	NOUN
easat-8468	345	53	e028431	e028431	PROPN
easat-8468	345	54	,	,	PUNCT
easat-8468	345	55	2019	2019	NUM
easat-8468	345	56	.	.	PUNCT
easat-8468	346	1	[	[	X
easat-8468	346	2	49	49	NUM
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easat-8468	346	5	m.	m.	PROPN
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easat-8468	348	16	coding	coding	NOUN
easat-8468	348	17	and	and	CCONJ
easat-8468	348	18	data	datum	NOUN
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easat-8468	349	2	,	,	PUNCT
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easat-8468	349	6	,	,	PUNCT
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easat-8468	351	3	]	]	PUNCT
easat-8468	351	4	s.	s.	PROPN
easat-8468	351	5	a.	a.	PROPN
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easat-8468	351	8	al	al	PROPN
easat-8468	351	9	.	.	PROPN
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easat-8468	351	17	management	management	NOUN
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easat-8468	351	33	"	"	PUNCT
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easat-8468	351	35	journal	journal	PROPN
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easat-8468	351	41	.	.	PROPN
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easat-8468	352	2	,	,	PUNCT
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easat-8468	352	4	.	.	NOUN
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easat-8468	352	6	,	,	PUNCT
easat-8468	352	7	pp	pp	ADJ
easat-8468	352	8	.	.	PUNCT
easat-8468	353	1	e454	e454	NUM
easat-8468	353	2	–	–	PUNCT
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easat-8468	353	4	,	,	PUNCT
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easat-8468	354	4	n.	n.	PROPN
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easat-8468	354	6	et	et	PROPN
easat-8468	354	7	al	al	PROPN
easat-8468	354	8	.	.	PROPN
easat-8468	354	9	,	,	PUNCT
easat-8468	354	10	"	"	PUNCT
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easat-8468	354	13	-	-	PUNCT
easat-8468	354	14	based	base	VERB
easat-8468	354	15	chronic	chronic	ADJ
easat-8468	354	16	kidney	kidney	NOUN
easat-8468	354	17	disease	disease	NOUN
easat-8468	354	18	phenotype	phenotype	NOUN
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easat-8468	354	20	clinical	clinical	ADJ
easat-8468	354	21	care	care	NOUN
easat-8468	354	22	and	and	CCONJ
easat-8468	354	23	“	"	PUNCT
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easat-8468	354	25	data	datum	NOUN
easat-8468	354	26	”	"	PUNCT
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easat-8468	354	28	and	and	CCONJ
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easat-8468	354	30	studies	study	NOUN
easat-8468	354	31	,	,	PUNCT
easat-8468	354	32	"	"	PUNCT
easat-8468	354	33	npj	npj	X
easat-8468	354	34	digital	digital	ADJ
easat-8468	354	35	medicine	medicine	NOUN
easat-8468	354	36	,	,	PUNCT
easat-8468	354	37	vol	vol	NOUN
easat-8468	354	38	.	.	PROPN
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easat-8468	354	40	,	,	PUNCT
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easat-8468	354	42	.	.	NOUN
easat-8468	354	43	1	1	NUM
easat-8468	354	44	,	,	PUNCT
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easat-8468	354	47	,	,	PUNCT
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easat-8468	354	49	.	.	PUNCT