id	sid	tid	token	lemma	pos
ajlm-2159	1	1	abstract	abstract	ADJ
ajlm-2159	1	2	introduction	introduction	NOUN
ajlm-2159	1	3	methods	method	NOUN
ajlm-2159	1	4	results	result	VERB
ajlm-2159	1	5	discussion	discussion	NOUN
ajlm-2159	1	6	acknowledgements	acknowledgement	NOUN
ajlm-2159	1	7	references	reference	NOUN
ajlm-2159	1	8	about	about	ADP
ajlm-2159	1	9	the	the	DET
ajlm-2159	1	10	author(s	author(s	NOUN
ajlm-2159	1	11	)	)	PUNCT
ajlm-2159	1	12	zoliswa	zoliswa	PROPN
ajlm-2159	2	1	mayekiso	mayekiso	PROPN
ajlm-2159	2	2	department	department	PROPN
ajlm-2159	2	3	of	of	ADP
ajlm-2159	2	4	laboratory	laboratory	PROPN
ajlm-2159	2	5	medicine	medicine	PROPN
ajlm-2159	2	6	&	&	CCONJ
ajlm-2159	2	7	pathology	pathology	PROPN
ajlm-2159	2	8	,	,	PUNCT
ajlm-2159	2	9	faculty	faculty	NOUN
ajlm-2159	2	10	of	of	ADP
ajlm-2159	2	11	health	health	NOUN
ajlm-2159	2	12	sciences	sciences	PROPN
ajlm-2159	2	13	,	,	PUNCT
ajlm-2159	2	14	walter	walter	PROPN
ajlm-2159	2	15	sisulu	sisulu	PROPN
ajlm-2159	2	16	university	university	PROPN
ajlm-2159	2	17	,	,	PUNCT
ajlm-2159	2	18	mthatha	mthatha	PROPN
ajlm-2159	2	19	,	,	PUNCT
ajlm-2159	2	20	south	south	PROPN
ajlm-2159	2	21	africa	africa	PROPN
ajlm-2159	2	22	department	department	PROPN
ajlm-2159	2	23	of	of	ADP
ajlm-2159	2	24	public	public	ADJ
ajlm-2159	2	25	health	health	NOUN
ajlm-2159	2	26	,	,	PUNCT
ajlm-2159	2	27	faculty	faculty	NOUN
ajlm-2159	2	28	of	of	ADP
ajlm-2159	2	29	health	health	NOUN
ajlm-2159	2	30	sciences	sciences	PROPN
ajlm-2159	2	31	,	,	PUNCT
ajlm-2159	2	32	walter	walter	PROPN
ajlm-2159	2	33	sisulu	sisulu	PROPN
ajlm-2159	2	34	university	university	PROPN
ajlm-2159	2	35	,	,	PUNCT
ajlm-2159	2	36	mthatha	mthatha	PROPN
ajlm-2159	2	37	,	,	PUNCT
ajlm-2159	2	38	south	south	PROPN
ajlm-2159	2	39	africa	africa	PROPN
ajlm-2159	2	40	kelechi	kelechi	PROPN
ajlm-2159	2	41	e.	e.	PROPN
ajlm-2159	2	42	oladimeji	oladimeji	PROPN
ajlm-2159	2	43	ezintsha	ezintsha	PROPN
ajlm-2159	2	44	,	,	PUNCT
ajlm-2159	2	45	faculty	faculty	NOUN
ajlm-2159	2	46	of	of	ADP
ajlm-2159	2	47	health	health	NOUN
ajlm-2159	2	48	sciences	sciences	PROPN
ajlm-2159	2	49	,	,	PUNCT
ajlm-2159	2	50	university	university	NOUN
ajlm-2159	2	51	of	of	ADP
ajlm-2159	2	52	the	the	DET
ajlm-2159	2	53	witwatersrand	witwatersrand	NOUN
ajlm-2159	2	54	,	,	PUNCT
ajlm-2159	2	55	johannesburg	johannesburg	PROPN
ajlm-2159	2	56	,	,	PUNCT
ajlm-2159	2	57	south	south	PROPN
ajlm-2159	2	58	africa	africa	PROPN
ajlm-2159	2	59	guillermo	guillermo	PROPN
ajlm-2159	2	60	a.	a.	PROPN
ajlm-2159	2	61	pulido	pulido	PROPN
ajlm-2159	2	62	estrada	estrada	PROPN
ajlm-2159	2	63	department	department	PROPN
ajlm-2159	2	64	of	of	ADP
ajlm-2159	2	65	public	public	ADJ
ajlm-2159	2	66	health	health	NOUN
ajlm-2159	2	67	,	,	PUNCT
ajlm-2159	2	68	faculty	faculty	NOUN
ajlm-2159	2	69	of	of	ADP
ajlm-2159	2	70	health	health	NOUN
ajlm-2159	2	71	sciences	sciences	PROPN
ajlm-2159	2	72	,	,	PUNCT
ajlm-2159	2	73	walter	walter	PROPN
ajlm-2159	2	74	sisulu	sisulu	PROPN
ajlm-2159	2	75	university	university	PROPN
ajlm-2159	2	76	,	,	PUNCT
ajlm-2159	2	77	mthatha	mthatha	PROPN
ajlm-2159	2	78	,	,	PUNCT
ajlm-2159	2	79	south	south	PROPN
ajlm-2159	2	80	africa	africa	PROPN
ajlm-2159	2	81	charles	charles	PROPN
ajlm-2159	2	82	hongoro	hongoro	PROPN
ajlm-2159	2	83	developmental	developmental	PROPN
ajlm-2159	2	84	,	,	PUNCT
ajlm-2159	2	85	capable	capable	ADJ
ajlm-2159	2	86	and	and	CCONJ
ajlm-2159	2	87	ethical	ethical	ADJ
ajlm-2159	2	88	state	state	NOUN
ajlm-2159	2	89	division	division	NOUN
ajlm-2159	2	90	,	,	PUNCT
ajlm-2159	2	91	human	human	PROPN
ajlm-2159	2	92	sciences	sciences	PROPN
ajlm-2159	2	93	research	research	PROPN
ajlm-2159	2	94	council	council	PROPN
ajlm-2159	2	95	(	(	PUNCT
ajlm-2159	2	96	hsrc	hsrc	PROPN
ajlm-2159	2	97	)	)	PUNCT
ajlm-2159	2	98	,	,	PUNCT
ajlm-2159	2	99	pretoria	pretoria	PROPN
ajlm-2159	2	100	,	,	PUNCT
ajlm-2159	2	101	south	south	PROPN
ajlm-2159	2	102	africa	africa	PROPN
ajlm-2159	2	103	school	school	PROPN
ajlm-2159	2	104	of	of	ADP
ajlm-2159	2	105	health	health	NOUN
ajlm-2159	2	106	systems	system	NOUN
ajlm-2159	2	107	and	and	CCONJ
ajlm-2159	2	108	public	public	ADJ
ajlm-2159	2	109	health	health	NOUN
ajlm-2159	2	110	,	,	PUNCT
ajlm-2159	2	111	university	university	NOUN
ajlm-2159	2	112	of	of	ADP
ajlm-2159	2	113	pretoria	pretoria	PROPN
ajlm-2159	2	114	,	,	PUNCT
ajlm-2159	2	115	pretoria	pretoria	PROPN
ajlm-2159	2	116	,	,	PUNCT
ajlm-2159	2	117	south	south	PROPN
ajlm-2159	2	118	africa	africa	PROPN
ajlm-2159	2	119	teke	teke	PROPN
ajlm-2159	2	120	r.	r.	PROPN
ajlm-2159	2	121	apalata	apalata	PROPN
ajlm-2159	2	122	department	department	PROPN
ajlm-2159	2	123	of	of	ADP
ajlm-2159	2	124	laboratory	laboratory	PROPN
ajlm-2159	2	125	medicine	medicine	PROPN
ajlm-2159	2	126	&	&	CCONJ
ajlm-2159	2	127	pathology	pathology	PROPN
ajlm-2159	2	128	,	,	PUNCT
ajlm-2159	2	129	faculty	faculty	NOUN
ajlm-2159	2	130	of	of	ADP
ajlm-2159	2	131	health	health	NOUN
ajlm-2159	2	132	sciences	sciences	PROPN
ajlm-2159	2	133	,	,	PUNCT
ajlm-2159	2	134	walter	walter	PROPN
ajlm-2159	2	135	sisulu	sisulu	PROPN
ajlm-2159	2	136	university	university	PROPN
ajlm-2159	2	137	,	,	PUNCT
ajlm-2159	2	138	mthatha	mthatha	PROPN
ajlm-2159	2	139	,	,	PUNCT
ajlm-2159	2	140	south	south	PROPN
ajlm-2159	2	141	africa	africa	PROPN
ajlm-2159	2	142	citation	citation	PROPN
ajlm-2159	2	143	mayekiso	mayekiso	PROPN
ajlm-2159	2	144	z	z	PROPN
ajlm-2159	2	145	,	,	PUNCT
ajlm-2159	2	146	oladimeji	oladimeji	VERB
ajlm-2159	2	147	ke	ke	PROPN
ajlm-2159	2	148	,	,	PUNCT
ajlm-2159	2	149	estrada	estrada	PROPN
ajlm-2159	2	150	gap	gap	PROPN
ajlm-2159	2	151	,	,	PUNCT
ajlm-2159	2	152	hongoro	hongoro	PROPN
ajlm-2159	2	153	c	c	AUX
ajlm-2159	2	154	,	,	PUNCT
ajlm-2159	2	155	apalata	apalata	VERB
ajlm-2159	2	156	tr	tr	VERB
ajlm-2159	2	157	.	.	NOUN
ajlm-2159	2	158	impact	impact	NOUN
ajlm-2159	2	159	of	of	ADP
ajlm-2159	2	160	novel	novel	ADJ
ajlm-2159	2	161	software	software	NOUN
ajlm-2159	2	162	on	on	ADP
ajlm-2159	2	163	laboratory	laboratory	NOUN
ajlm-2159	2	164	expenditure	expenditure	NOUN
ajlm-2159	2	165	at	at	ADP
ajlm-2159	2	166	an	an	DET
ajlm-2159	2	167	academic	academic	ADJ
ajlm-2159	2	168	hospital	hospital	NOUN
ajlm-2159	2	169	in	in	ADP
ajlm-2159	2	170	south	south	PROPN
ajlm-2159	2	171	africa	africa	PROPN
ajlm-2159	2	172	.	.	PUNCT
ajlm-2159	3	1	afr	afr	PROPN
ajlm-2159	3	2	j	j	PROPN
ajlm-2159	3	3	lab	lab	PROPN
ajlm-2159	3	4	med	med	PROPN
ajlm-2159	3	5	.	.	PUNCT
ajlm-2159	4	1	2023;12(1	2023;12(1	NUM
ajlm-2159	4	2	)	)	PUNCT
ajlm-2159	4	3	,	,	PUNCT
ajlm-2159	5	1	a2159	a2159	PROPN
ajlm-2159	5	2	.	.	PROPN
ajlm-2159	5	3	https://doi.org/10.4102/ajlm.v12i1.2159	https://doi.org/10.4102/ajlm.v12i1.2159	NUM
ajlm-2159	5	4	note	note	VERB
ajlm-2159	5	5	:	:	PUNCT
ajlm-2159	5	6	additional	additional	ADJ
ajlm-2159	5	7	supporting	support	VERB
ajlm-2159	5	8	information	information	NOUN
ajlm-2159	5	9	may	may	AUX
ajlm-2159	5	10	be	be	AUX
ajlm-2159	5	11	found	find	VERB
ajlm-2159	5	12	in	in	ADP
ajlm-2159	5	13	the	the	DET
ajlm-2159	5	14	online	online	ADJ
ajlm-2159	5	15	version	version	NOUN
ajlm-2159	5	16	of	of	ADP
ajlm-2159	5	17	this	this	DET
ajlm-2159	5	18	article	article	NOUN
ajlm-2159	5	19	as	as	ADP
ajlm-2159	5	20	online	online	ADJ
ajlm-2159	5	21	supplementary	supplementary	ADJ
ajlm-2159	5	22	document	document	NOUN
ajlm-2159	5	23	1	1	NUM
ajlm-2159	5	24	.	.	PUNCT
ajlm-2159	5	25	original	original	ADJ
ajlm-2159	5	26	research	research	NOUN
ajlm-2159	5	27	impact	impact	NOUN
ajlm-2159	5	28	of	of	ADP
ajlm-2159	5	29	novel	novel	ADJ
ajlm-2159	5	30	software	software	NOUN
ajlm-2159	5	31	on	on	ADP
ajlm-2159	5	32	laboratory	laboratory	NOUN
ajlm-2159	5	33	expenditure	expenditure	NOUN
ajlm-2159	5	34	at	at	ADP
ajlm-2159	5	35	an	an	DET
ajlm-2159	5	36	academic	academic	ADJ
ajlm-2159	5	37	hospital	hospital	NOUN
ajlm-2159	5	38	in	in	ADP
ajlm-2159	5	39	south	south	PROPN
ajlm-2159	5	40	africa	africa	PROPN
ajlm-2159	5	41	zoliswa	zoliswa	PROPN
ajlm-2159	5	42	mayekiso	mayekiso	PROPN
ajlm-2159	5	43	,	,	PUNCT
ajlm-2159	5	44	kelechi	kelechi	PROPN
ajlm-2159	5	45	e.	e.	PROPN
ajlm-2159	5	46	oladimeji	oladimeji	PROPN
ajlm-2159	5	47	,	,	PUNCT
ajlm-2159	5	48	guillermo	guillermo	PROPN
ajlm-2159	5	49	a.	a.	PROPN
ajlm-2159	5	50	pulido	pulido	PROPN
ajlm-2159	5	51	estrada	estrada	PROPN
ajlm-2159	5	52	,	,	PUNCT
ajlm-2159	5	53	charles	charles	PROPN
ajlm-2159	5	54	hongoro	hongoro	PROPN
ajlm-2159	5	55	,	,	PUNCT
ajlm-2159	5	56	teke	teke	PROPN
ajlm-2159	5	57	r.	r.	PROPN
ajlm-2159	5	58	apalata	apalata	PROPN
ajlm-2159	5	59	received	receive	VERB
ajlm-2159	5	60	:	:	PUNCT
ajlm-2159	5	61	12	12	NUM
ajlm-2159	5	62	jan	jan	PROPN
ajlm-2159	5	63	.	.	PROPN
ajlm-2159	5	64	2023	2023	NUM
ajlm-2159	5	65	;	;	PUNCT
ajlm-2159	5	66	accepted	accept	VERB
ajlm-2159	5	67	:	:	PUNCT
ajlm-2159	5	68	28	28	NUM
ajlm-2159	5	69	aug	aug	PROPN
ajlm-2159	5	70	.	.	PROPN
ajlm-2159	5	71	2023	2023	NUM
ajlm-2159	5	72	;	;	PUNCT
ajlm-2159	5	73	published	publish	VERB
ajlm-2159	5	74	:	:	PUNCT
ajlm-2159	5	75	30	30	NUM
ajlm-2159	5	76	nov	nov	NOUN
ajlm-2159	5	77	.	.	PROPN
ajlm-2159	5	78	2023	2023	NUM
ajlm-2159	5	79	copyright	copyright	NOUN
ajlm-2159	5	80	:	:	PUNCT
ajlm-2159	6	1	©	©	PROPN
ajlm-2159	6	2	2023	2023	NUM
ajlm-2159	6	3	.	.	PUNCT
ajlm-2159	7	1	the	the	DET
ajlm-2159	7	2	author(s	author(s	NOUN
ajlm-2159	7	3	)	)	PUNCT
ajlm-2159	7	4	.	.	PUNCT
ajlm-2159	8	1	licensee	licensee	NOUN
ajlm-2159	8	2	:	:	PUNCT
ajlm-2159	8	3	aosis	aosis	NOUN
ajlm-2159	8	4	.	.	PUNCT
ajlm-2159	9	1	this	this	PRON
ajlm-2159	9	2	is	be	AUX
ajlm-2159	9	3	an	an	DET
ajlm-2159	9	4	open	open	ADJ
ajlm-2159	9	5	access	access	NOUN
ajlm-2159	9	6	article	article	NOUN
ajlm-2159	9	7	distributed	distribute	VERB
ajlm-2159	9	8	under	under	ADP
ajlm-2159	9	9	the	the	DET
ajlm-2159	9	10	terms	term	NOUN
ajlm-2159	9	11	of	of	ADP
ajlm-2159	9	12	the	the	DET
ajlm-2159	9	13	creative	creative	ADJ
ajlm-2159	9	14	commons	common	NOUN
ajlm-2159	9	15	attribution	attribution	NOUN
ajlm-2159	9	16	license	license	NOUN
ajlm-2159	9	17	,	,	PUNCT
ajlm-2159	9	18	which	which	PRON
ajlm-2159	9	19	permits	permit	VERB
ajlm-2159	9	20	unrestricted	unrestricted	ADJ
ajlm-2159	9	21	use	use	NOUN
ajlm-2159	9	22	,	,	PUNCT
ajlm-2159	9	23	distribution	distribution	NOUN
ajlm-2159	9	24	,	,	PUNCT
ajlm-2159	9	25	and	and	CCONJ
ajlm-2159	9	26	reproduction	reproduction	NOUN
ajlm-2159	9	27	in	in	ADP
ajlm-2159	9	28	any	any	DET
ajlm-2159	9	29	medium	medium	NOUN
ajlm-2159	9	30	,	,	PUNCT
ajlm-2159	9	31	provided	provide	VERB
ajlm-2159	9	32	the	the	DET
ajlm-2159	9	33	original	original	ADJ
ajlm-2159	9	34	work	work	NOUN
ajlm-2159	9	35	is	be	AUX
ajlm-2159	9	36	properly	properly	ADV
ajlm-2159	9	37	cited	cite	VERB
ajlm-2159	9	38	.	.	PUNCT
ajlm-2159	10	1	abstract	abstract	ADJ
ajlm-2159	10	2	background	background	NOUN
ajlm-2159	10	3	:	:	PUNCT
ajlm-2159	10	4	countries	country	NOUN
ajlm-2159	10	5	across	across	ADP
ajlm-2159	10	6	the	the	DET
ajlm-2159	10	7	globe	globe	NOUN
ajlm-2159	10	8	report	report	NOUN
ajlm-2159	10	9	an	an	DET
ajlm-2159	10	10	increase	increase	NOUN
ajlm-2159	10	11	in	in	ADP
ajlm-2159	10	12	expenditure	expenditure	NOUN
ajlm-2159	10	13	associated	associate	VERB
ajlm-2159	10	14	with	with	ADP
ajlm-2159	10	15	medical	medical	ADJ
ajlm-2159	10	16	laboratory	laboratory	NOUN
ajlm-2159	10	17	testing	testing	NOUN
ajlm-2159	10	18	.	.	PUNCT
ajlm-2159	11	1	in	in	ADP
ajlm-2159	11	2	2020	2020	NUM
ajlm-2159	11	3	,	,	PUNCT
ajlm-2159	11	4	the	the	DET
ajlm-2159	11	5	united	united	PROPN
ajlm-2159	11	6	states	states	PROPN
ajlm-2159	11	7	department	department	PROPN
ajlm-2159	11	8	of	of	ADP
ajlm-2159	11	9	health	health	PROPN
ajlm-2159	11	10	and	and	CCONJ
ajlm-2159	11	11	human	human	ADJ
ajlm-2159	11	12	services	service	NOUN
ajlm-2159	11	13	reported	report	VERB
ajlm-2159	11	14	that	that	SCONJ
ajlm-2159	11	15	laboratory	laboratory	NOUN
ajlm-2159	11	16	test	test	NOUN
ajlm-2159	11	17	expenditures	expenditure	NOUN
ajlm-2159	11	18	increased	increase	VERB
ajlm-2159	11	19	by	by	ADP
ajlm-2159	11	20	$	$	SYM
ajlm-2159	11	21	459	459	NUM
ajlm-2159	11	22	million	million	NUM
ajlm-2159	11	23	us	us	PROPN
ajlm-2159	11	24	dollars	dollar	NOUN
ajlm-2159	11	25	(	(	PUNCT
ajlm-2159	11	26	usd	usd	NOUN
ajlm-2159	11	27	)	)	PUNCT
ajlm-2159	11	28	from	from	ADP
ajlm-2159	11	29	$	$	SYM
ajlm-2159	11	30	7.1	7.1	NUM
ajlm-2159	11	31	billion	billion	NUM
ajlm-2159	11	32	usd	usd	NOUN
ajlm-2159	11	33	in	in	ADP
ajlm-2159	11	34	2018	2018	NUM
ajlm-2159	11	35	.	.	PUNCT
ajlm-2159	12	1	in	in	ADP
ajlm-2159	12	2	south	south	PROPN
ajlm-2159	12	3	africa	africa	PROPN
ajlm-2159	12	4	,	,	PUNCT
ajlm-2159	12	5	laboratory	laboratory	NOUN
ajlm-2159	12	6	testing	testing	NOUN
ajlm-2159	12	7	expenditure	expenditure	NOUN
ajlm-2159	12	8	in	in	ADP
ajlm-2159	12	9	the	the	DET
ajlm-2159	12	10	public	public	ADJ
ajlm-2159	12	11	sector	sector	NOUN
ajlm-2159	12	12	increased	increase	VERB
ajlm-2159	12	13	from	from	ADP
ajlm-2159	12	14	$	$	SYM
ajlm-2159	12	15	415	415	NUM
ajlm-2159	12	16	million	million	NUM
ajlm-2159	12	17	usd	usd	NOUN
ajlm-2159	12	18	in	in	ADP
ajlm-2159	12	19	2014	2014	NUM
ajlm-2159	12	20	to	to	ADP
ajlm-2159	12	21	$	$	SYM
ajlm-2159	12	22	723	723	NUM
ajlm-2159	12	23	million	million	NUM
ajlm-2159	12	24	usd	usd	NOUN
ajlm-2159	12	25	in	in	ADP
ajlm-2159	12	26	2021	2021	NUM
ajlm-2159	12	27	.	.	PUNCT
ajlm-2159	13	1	objective	objective	NOUN
ajlm-2159	13	2	:	:	PUNCT
ajlm-2159	13	3	this	this	DET
ajlm-2159	13	4	study	study	NOUN
ajlm-2159	13	5	aimed	aim	VERB
ajlm-2159	13	6	to	to	PART
ajlm-2159	13	7	evaluate	evaluate	VERB
ajlm-2159	13	8	the	the	DET
ajlm-2159	13	9	impact	impact	NOUN
ajlm-2159	13	10	of	of	ADP
ajlm-2159	13	11	an	an	DET
ajlm-2159	13	12	innovative	innovative	ADJ
ajlm-2159	13	13	software	software	NOUN
ajlm-2159	13	14	,	,	PUNCT
ajlm-2159	13	15	electronic	electronic	ADJ
ajlm-2159	13	16	gatekeeping	gatekeeping	NOUN
ajlm-2159	13	17	(	(	PUNCT
ajlm-2159	13	18	egk	egk	NOUN
ajlm-2159	13	19	)	)	PUNCT
ajlm-2159	13	20	,	,	PUNCT
ajlm-2159	13	21	on	on	ADP
ajlm-2159	13	22	medical	medical	ADJ
ajlm-2159	13	23	laboratory	laboratory	NOUN
ajlm-2159	13	24	test	test	NOUN
ajlm-2159	13	25	expenditures	expenditure	NOUN
ajlm-2159	13	26	at	at	ADP
ajlm-2159	13	27	nelson	nelson	PROPN
ajlm-2159	13	28	mandela	mandela	PROPN
ajlm-2159	13	29	academic	academic	ADJ
ajlm-2159	13	30	hospital	hospital	NOUN
ajlm-2159	13	31	,	,	PUNCT
ajlm-2159	13	32	in	in	ADP
ajlm-2159	13	33	the	the	DET
ajlm-2159	13	34	eastern	eastern	ADJ
ajlm-2159	13	35	cape	cape	NOUN
ajlm-2159	13	36	,	,	PUNCT
ajlm-2159	13	37	south	south	PROPN
ajlm-2159	13	38	africa	africa	PROPN
ajlm-2159	13	39	.	.	PUNCT
ajlm-2159	14	1	methods	method	NOUN
ajlm-2159	14	2	:	:	PUNCT
ajlm-2159	14	3	in	in	ADP
ajlm-2159	14	4	this	this	DET
ajlm-2159	14	5	cross	cross	ADJ
ajlm-2159	14	6	-	-	ADJ
ajlm-2159	14	7	sectional	sectional	ADJ
ajlm-2159	14	8	study	study	NOUN
ajlm-2159	14	9	,	,	PUNCT
ajlm-2159	14	10	an	an	DET
ajlm-2159	14	11	interrupted	interrupted	ADJ
ajlm-2159	14	12	time	time	NOUN
ajlm-2159	14	13	series	series	NOUN
ajlm-2159	14	14	analysis	analysis	NOUN
ajlm-2159	14	15	technique	technique	NOUN
ajlm-2159	14	16	was	be	AUX
ajlm-2159	14	17	used	use	VERB
ajlm-2159	14	18	to	to	PART
ajlm-2159	14	19	evaluate	evaluate	VERB
ajlm-2159	14	20	trends	trend	NOUN
ajlm-2159	14	21	in	in	ADP
ajlm-2159	14	22	expenditure	expenditure	NOUN
ajlm-2159	14	23	during	during	ADP
ajlm-2159	14	24	a	a	DET
ajlm-2159	14	25	48	48	NUM
ajlm-2159	14	26	-	-	PUNCT
ajlm-2159	14	27	month	month	NOUN
ajlm-2159	14	28	study	study	NOUN
ajlm-2159	14	29	period	period	NOUN
ajlm-2159	14	30	.	.	PUNCT
ajlm-2159	15	1	to	to	PART
ajlm-2159	15	2	measure	measure	VERB
ajlm-2159	15	3	the	the	DET
ajlm-2159	15	4	impact	impact	NOUN
ajlm-2159	15	5	of	of	ADP
ajlm-2159	15	6	egk	egk	NOUN
ajlm-2159	15	7	on	on	ADP
ajlm-2159	15	8	laboratory	laboratory	NOUN
ajlm-2159	15	9	expenditure	expenditure	NOUN
ajlm-2159	15	10	,	,	PUNCT
ajlm-2159	15	11	we	we	PRON
ajlm-2159	15	12	analysed	analyse	VERB
ajlm-2159	15	13	laboratory	laboratory	NOUN
ajlm-2159	15	14	expenditure	expenditure	NOUN
ajlm-2159	15	15	over	over	ADP
ajlm-2159	15	16	two	two	NUM
ajlm-2159	15	17	study	study	NOUN
ajlm-2159	15	18	periods	period	NOUN
ajlm-2159	15	19	:	:	PUNCT
ajlm-2159	15	20	a	a	DET
ajlm-2159	15	21	period	period	NOUN
ajlm-2159	15	22	of	of	ADP
ajlm-2159	15	23	24	24	NUM
ajlm-2159	15	24	months	month	NOUN
ajlm-2159	15	25	occurring	occur	VERB
ajlm-2159	15	26	before	before	ADP
ajlm-2159	15	27	egk	egk	ADJ
ajlm-2159	15	28	implementation	implementation	NOUN
ajlm-2159	15	29	(	(	PUNCT
ajlm-2159	15	30	01	01	NUM
ajlm-2159	15	31	june	june	PROPN
ajlm-2159	15	32	2013	2013	NUM
ajlm-2159	15	33	to	to	ADP
ajlm-2159	15	34	31	31	NUM
ajlm-2159	15	35	may	may	PROPN
ajlm-2159	15	36	2015	2015	NUM
ajlm-2159	15	37	)	)	PUNCT
ajlm-2159	15	38	and	and	CCONJ
ajlm-2159	15	39	a	a	DET
ajlm-2159	15	40	period	period	NOUN
ajlm-2159	15	41	of	of	ADP
ajlm-2159	15	42	24	24	NUM
ajlm-2159	15	43	months	month	NOUN
ajlm-2159	15	44	occurring	occur	VERB
ajlm-2159	15	45	during	during	ADP
ajlm-2159	15	46	egk	egk	ADJ
ajlm-2159	15	47	implementation	implementation	NOUN
ajlm-2159	15	48	(	(	PUNCT
ajlm-2159	15	49	01	01	NUM
ajlm-2159	15	50	june	june	PROPN
ajlm-2159	15	51	2015	2015	NUM
ajlm-2159	15	52	to	to	ADP
ajlm-2159	15	53	30	30	NUM
ajlm-2159	15	54	may	may	PROPN
ajlm-2159	15	55	2017	2017	NUM
ajlm-2159	15	56	)	)	PUNCT
ajlm-2159	15	57	.	.	PUNCT
ajlm-2159	16	1	results	result	NOUN
ajlm-2159	16	2	:	:	PUNCT
ajlm-2159	16	3	there	there	PRON
ajlm-2159	16	4	was	be	VERB
ajlm-2159	16	5	a	a	DET
ajlm-2159	16	6	significant	significant	ADJ
ajlm-2159	16	7	reduction	reduction	NOUN
ajlm-2159	16	8	(	(	PUNCT
ajlm-2159	16	9	211	211	NUM
ajlm-2159	16	10	928	928	NUM
ajlm-2159	16	11	fewer	few	ADJ
ajlm-2159	16	12	tests	test	NOUN
ajlm-2159	16	13	)	)	PUNCT
ajlm-2159	16	14	in	in	ADP
ajlm-2159	16	15	the	the	DET
ajlm-2159	16	16	number	number	NOUN
ajlm-2159	16	17	of	of	ADP
ajlm-2159	16	18	tests	test	NOUN
ajlm-2159	16	19	performed	perform	VERB
ajlm-2159	16	20	during	during	ADP
ajlm-2159	16	21	the	the	DET
ajlm-2159	16	22	intervention	intervention	NOUN
ajlm-2159	16	23	(	(	PUNCT
ajlm-2159	16	24	434	434	NUM
ajlm-2159	16	25	790	790	NUM
ajlm-2159	16	26	)	)	PUNCT
ajlm-2159	16	27	compared	compare	VERB
ajlm-2159	16	28	to	to	ADP
ajlm-2159	16	29	before	before	ADP
ajlm-2159	16	30	the	the	DET
ajlm-2159	16	31	intervention	intervention	NOUN
ajlm-2159	16	32	(	(	PUNCT
ajlm-2159	16	33	646	646	NUM
ajlm-2159	16	34	718	718	NUM
ajlm-2159	16	35	)	)	PUNCT
ajlm-2159	16	36	.	.	PUNCT
ajlm-2159	17	1	laboratory	laboratory	NOUN
ajlm-2159	17	2	test	test	NOUN
ajlm-2159	17	3	expenditure	expenditure	NOUN
ajlm-2159	17	4	was	be	AUX
ajlm-2159	17	5	$	$	SYM
ajlm-2159	17	6	1	1	NUM
ajlm-2159	17	7	663	663	NUM
ajlm-2159	17	8	756.72	756.72	NUM
ajlm-2159	17	9	usd	usd	NOUN
ajlm-2159	17	10	before	before	ADP
ajlm-2159	17	11	the	the	DET
ajlm-2159	17	12	intervention	intervention	NOUN
ajlm-2159	17	13	period	period	NOUN
ajlm-2159	17	14	and	and	CCONJ
ajlm-2159	17	15	$	$	SYM
ajlm-2159	17	16	1	1	NUM
ajlm-2159	17	17	105	105	NUM
ajlm-2159	17	18	036.88	036.88	NUM
ajlm-2159	17	19	usd	usd	NOUN
ajlm-2159	17	20	during	during	ADP
ajlm-2159	17	21	the	the	DET
ajlm-2159	17	22	intervention	intervention	NOUN
ajlm-2159	17	23	period	period	NOUN
ajlm-2159	17	24	,	,	PUNCT
ajlm-2159	17	25	demonstrating	demonstrate	VERB
ajlm-2159	17	26	a	a	DET
ajlm-2159	17	27	cost	cost	NOUN
ajlm-2159	17	28	savings	saving	NOUN
ajlm-2159	17	29	of	of	ADP
ajlm-2159	17	30	$	$	SYM
ajlm-2159	17	31	558	558	NUM
ajlm-2159	17	32	719.84	719.84	NUM
ajlm-2159	17	33	usd	usd	NOUN
ajlm-2159	17	34	.	.	PUNCT
ajlm-2159	18	1	conclusion	conclusion	NOUN
ajlm-2159	18	2	:	:	PUNCT
ajlm-2159	18	3	electronic	electronic	ADJ
ajlm-2159	18	4	gatekeeping	gatekeeping	NOUN
ajlm-2159	18	5	is	be	AUX
ajlm-2159	18	6	a	a	DET
ajlm-2159	18	7	cost	cost	NOUN
ajlm-2159	18	8	-	-	PUNCT
ajlm-2159	18	9	effective	effective	ADJ
ajlm-2159	18	10	intervention	intervention	NOUN
ajlm-2159	18	11	for	for	ADP
ajlm-2159	18	12	managing	manage	VERB
ajlm-2159	18	13	medical	medical	ADJ
ajlm-2159	18	14	laboratory	laboratory	NOUN
ajlm-2159	18	15	expenditures	expenditure	NOUN
ajlm-2159	18	16	.	.	PUNCT
ajlm-2159	19	1	we	we	PRON
ajlm-2159	19	2	recommend	recommend	VERB
ajlm-2159	19	3	that	that	SCONJ
ajlm-2159	19	4	the	the	DET
ajlm-2159	19	5	health	health	NOUN
ajlm-2159	19	6	sector	sector	NOUN
ajlm-2159	19	7	scale	scale	NOUN
ajlm-2159	19	8	up	up	ADP
ajlm-2159	19	9	this	this	DET
ajlm-2159	19	10	intervention	intervention	NOUN
ajlm-2159	19	11	nationally	nationally	ADV
ajlm-2159	19	12	.	.	PUNCT
ajlm-2159	20	1	what	what	PRON
ajlm-2159	20	2	this	this	DET
ajlm-2159	20	3	study	study	NOUN
ajlm-2159	20	4	adds	add	VERB
ajlm-2159	20	5	:	:	PUNCT
ajlm-2159	20	6	using	use	VERB
ajlm-2159	20	7	an	an	DET
ajlm-2159	20	8	interrupted	interrupted	ADJ
ajlm-2159	20	9	time	time	NOUN
ajlm-2159	20	10	series	series	PROPN
ajlm-2159	20	11	interval	interval	NOUN
ajlm-2159	20	12	,	,	PUNCT
ajlm-2159	20	13	the	the	DET
ajlm-2159	20	14	authors	author	NOUN
ajlm-2159	20	15	determined	determine	VERB
ajlm-2159	20	16	that	that	SCONJ
ajlm-2159	20	17	egk	egk	NOUN
ajlm-2159	20	18	is	be	AUX
ajlm-2159	20	19	a	a	DET
ajlm-2159	20	20	cost	cost	NOUN
ajlm-2159	20	21	-	-	PUNCT
ajlm-2159	20	22	effective	effective	ADJ
ajlm-2159	20	23	intervention	intervention	NOUN
ajlm-2159	20	24	for	for	ADP
ajlm-2159	20	25	managing	manage	VERB
ajlm-2159	20	26	medical	medical	ADJ
ajlm-2159	20	27	laboratory	laboratory	NOUN
ajlm-2159	20	28	expenditures	expenditure	NOUN
ajlm-2159	20	29	at	at	ADP
ajlm-2159	20	30	a	a	DET
ajlm-2159	20	31	tertiary	tertiary	ADJ
ajlm-2159	20	32	hospital	hospital	NOUN
ajlm-2159	20	33	.	.	PUNCT
ajlm-2159	21	1	this	this	DET
ajlm-2159	21	2	study	study	NOUN
ajlm-2159	21	3	’s	’s	PART
ajlm-2159	21	4	findings	finding	NOUN
ajlm-2159	21	5	can	can	AUX
ajlm-2159	21	6	promote	promote	VERB
ajlm-2159	21	7	and	and	CCONJ
ajlm-2159	21	8	contribute	contribute	VERB
ajlm-2159	21	9	to	to	ADP
ajlm-2159	21	10	improved	improve	VERB
ajlm-2159	21	11	laboratory	laboratory	NOUN
ajlm-2159	21	12	systems	system	NOUN
ajlm-2159	21	13	and	and	CCONJ
ajlm-2159	21	14	test	test	NOUN
ajlm-2159	21	15	investigations	investigation	NOUN
ajlm-2159	21	16	.	.	PUNCT
ajlm-2159	22	1	keywords	keyword	NOUN
ajlm-2159	22	2	:	:	PUNCT
ajlm-2159	22	3	electronic	electronic	ADJ
ajlm-2159	22	4	gatekeeping	gatekeeping	NOUN
ajlm-2159	22	5	;	;	PUNCT
ajlm-2159	22	6	medical	medical	ADJ
ajlm-2159	22	7	laboratory	laboratory	NOUN
ajlm-2159	22	8	expenditure	expenditure	NOUN
ajlm-2159	22	9	;	;	PUNCT
ajlm-2159	22	10	interrupted	interrupt	VERB
ajlm-2159	22	11	time	time	NOUN
ajlm-2159	22	12	series	series	NOUN
ajlm-2159	22	13	analysis	analysis	NOUN
ajlm-2159	22	14	;	;	PUNCT
ajlm-2159	22	15	cost	cost	NOUN
ajlm-2159	22	16	-	-	PUNCT
ajlm-2159	22	17	effectiveness	effectiveness	NOUN
ajlm-2159	22	18	;	;	PUNCT
ajlm-2159	22	19	intervention	intervention	NOUN
ajlm-2159	22	20	;	;	PUNCT
ajlm-2159	22	21	rural	rural	ADJ
ajlm-2159	22	22	;	;	PUNCT
ajlm-2159	22	23	academic	academic	ADJ
ajlm-2159	22	24	hospital	hospital	NOUN
ajlm-2159	22	25	;	;	PUNCT
ajlm-2159	22	26	south	south	PROPN
ajlm-2159	22	27	africa	africa	PROPN
ajlm-2159	22	28	.	.	PUNCT
ajlm-2159	23	1	introduction	introduction	NOUN
ajlm-2159	23	2	on	on	ADP
ajlm-2159	23	3	a	a	DET
ajlm-2159	23	4	global	global	ADJ
ajlm-2159	23	5	scale	scale	NOUN
ajlm-2159	23	6	,	,	PUNCT
ajlm-2159	23	7	countries	country	NOUN
ajlm-2159	23	8	report	report	VERB
ajlm-2159	23	9	an	an	DET
ajlm-2159	23	10	increase	increase	NOUN
ajlm-2159	23	11	in	in	ADP
ajlm-2159	23	12	the	the	DET
ajlm-2159	23	13	cost	cost	NOUN
ajlm-2159	23	14	of	of	ADP
ajlm-2159	23	15	healthcare	healthcare	NOUN
ajlm-2159	23	16	and	and	CCONJ
ajlm-2159	23	17	medical	medical	ADJ
ajlm-2159	23	18	laboratory	laboratory	NOUN
ajlm-2159	23	19	testing.1	testing.1	PROPN
ajlm-2159	23	20	in	in	ADP
ajlm-2159	23	21	2020	2020	NUM
ajlm-2159	23	22	,	,	PUNCT
ajlm-2159	23	23	the	the	DET
ajlm-2159	23	24	united	united	PROPN
ajlm-2159	23	25	states	states	PROPN
ajlm-2159	23	26	department	department	PROPN
ajlm-2159	23	27	of	of	ADP
ajlm-2159	23	28	health	health	PROPN
ajlm-2159	23	29	and	and	CCONJ
ajlm-2159	23	30	human	human	PROPN
ajlm-2159	23	31	services	service	NOUN
ajlm-2159	23	32	reported	report	VERB
ajlm-2159	23	33	an	an	DET
ajlm-2159	23	34	increase	increase	NOUN
ajlm-2159	23	35	of	of	ADP
ajlm-2159	23	36	$	$	SYM
ajlm-2159	23	37	459	459	NUM
ajlm-2159	23	38	million	million	NUM
ajlm-2159	23	39	united	united	PROPN
ajlm-2159	23	40	states	states	PROPN
ajlm-2159	23	41	dollars	dollar	NOUN
ajlm-2159	23	42	(	(	PUNCT
ajlm-2159	23	43	usd	usd	NOUN
ajlm-2159	23	44	)	)	PUNCT
ajlm-2159	23	45	in	in	ADP
ajlm-2159	23	46	laboratory	laboratory	NOUN
ajlm-2159	23	47	test	test	NOUN
ajlm-2159	23	48	expenditure	expenditure	NOUN
ajlm-2159	23	49	in	in	ADP
ajlm-2159	23	50	2018	2018	NUM
ajlm-2159	23	51	–	–	PUNCT
ajlm-2159	23	52	an	an	DET
ajlm-2159	23	53	upswing	upswing	NOUN
ajlm-2159	23	54	from	from	ADP
ajlm-2159	23	55	the	the	DET
ajlm-2159	23	56	previous	previous	ADJ
ajlm-2159	23	57	year	year	NOUN
ajlm-2159	23	58	’s	’s	PART
ajlm-2159	23	59	expenditure	expenditure	NOUN
ajlm-2159	23	60	of	of	ADP
ajlm-2159	23	61	$	$	SYM
ajlm-2159	23	62	7.1	7.1	NUM
ajlm-2159	23	63	billion	billion	NUM
ajlm-2159	23	64	usd	usd	NOUN
ajlm-2159	23	65	.	.	PUNCT
ajlm-2159	24	1	the	the	DET
ajlm-2159	24	2	primary	primary	ADJ
ajlm-2159	24	3	sources	source	NOUN
ajlm-2159	24	4	of	of	ADP
ajlm-2159	24	5	the	the	DET
ajlm-2159	24	6	increased	increase	VERB
ajlm-2159	24	7	spending	spending	NOUN
ajlm-2159	24	8	were	be	AUX
ajlm-2159	24	9	identified	identify	VERB
ajlm-2159	24	10	as	as	ADP
ajlm-2159	24	11	an	an	DET
ajlm-2159	24	12	increase	increase	NOUN
ajlm-2159	24	13	in	in	ADP
ajlm-2159	24	14	the	the	DET
ajlm-2159	24	15	number	number	NOUN
ajlm-2159	24	16	of	of	ADP
ajlm-2159	24	17	genetic	genetic	ADJ
ajlm-2159	24	18	tests	test	NOUN
ajlm-2159	24	19	requested	request	VERB
ajlm-2159	24	20	,	,	PUNCT
ajlm-2159	24	21	the	the	DET
ajlm-2159	24	22	cessation	cessation	NOUN
ajlm-2159	24	23	of	of	ADP
ajlm-2159	24	24	discounts	discount	NOUN
ajlm-2159	24	25	for	for	ADP
ajlm-2159	24	26	specific	specific	ADJ
ajlm-2159	24	27	chemistry	chemistry	NOUN
ajlm-2159	24	28	tests	test	NOUN
ajlm-2159	24	29	,	,	PUNCT
ajlm-2159	24	30	and	and	CCONJ
ajlm-2159	24	31	a	a	DET
ajlm-2159	24	32	change	change	NOUN
ajlm-2159	24	33	in	in	ADP
ajlm-2159	24	34	payment	payment	NOUN
ajlm-2159	24	35	rates.2	rates.2	NOUN
ajlm-2159	24	36	similarly	similarly	ADV
ajlm-2159	24	37	,	,	PUNCT
ajlm-2159	24	38	in	in	ADP
ajlm-2159	24	39	the	the	DET
ajlm-2159	24	40	united	united	ADJ
ajlm-2159	24	41	kingdom	kingdom	PROPN
ajlm-2159	24	42	,	,	PUNCT
ajlm-2159	24	43	the	the	DET
ajlm-2159	24	44	national	national	PROPN
ajlm-2159	24	45	health	health	PROPN
ajlm-2159	24	46	service	service	NOUN
ajlm-2159	24	47	reported	report	VERB
ajlm-2159	24	48	an	an	DET
ajlm-2159	24	49	increase	increase	NOUN
ajlm-2159	24	50	in	in	ADP
ajlm-2159	24	51	expenditure	expenditure	NOUN
ajlm-2159	24	52	from	from	ADP
ajlm-2159	24	53	£	£	SYM
ajlm-2159	24	54	4	4	NUM
ajlm-2159	24	55	billion	billion	NUM
ajlm-2159	24	56	british	british	ADJ
ajlm-2159	24	57	pounds	pound	NOUN
ajlm-2159	24	58	to	to	ADP
ajlm-2159	24	59	£	£	SYM
ajlm-2159	24	60	5	5	NUM
ajlm-2159	24	61	billion	billion	NUM
ajlm-2159	24	62	british	british	ADJ
ajlm-2159	24	63	pounds	pound	NOUN
ajlm-2159	24	64	within	within	ADP
ajlm-2159	24	65	a	a	DET
ajlm-2159	24	66	five	five	NUM
ajlm-2159	24	67	-	-	PUNCT
ajlm-2159	24	68	year	year	NOUN
ajlm-2159	24	69	period.3	period.3	NOUN
ajlm-2159	24	70	canada	canada	PROPN
ajlm-2159	24	71	has	have	AUX
ajlm-2159	24	72	also	also	ADV
ajlm-2159	24	73	reported	report	VERB
ajlm-2159	24	74	a	a	DET
ajlm-2159	24	75	similar	similar	ADJ
ajlm-2159	24	76	trend	trend	NOUN
ajlm-2159	24	77	in	in	ADP
ajlm-2159	24	78	medical	medical	ADJ
ajlm-2159	24	79	laboratory	laboratory	NOUN
ajlm-2159	24	80	expenditure	expenditure	NOUN
ajlm-2159	24	81	,	,	PUNCT
ajlm-2159	24	82	with	with	ADP
ajlm-2159	24	83	an	an	DET
ajlm-2159	24	84	annual	annual	ADJ
ajlm-2159	24	85	increase	increase	NOUN
ajlm-2159	24	86	of	of	ADP
ajlm-2159	24	87	5.3	5.3	NUM
ajlm-2159	24	88	%	%	NOUN
ajlm-2159	24	89	attributable	attributable	ADJ
ajlm-2159	24	90	to	to	ADP
ajlm-2159	24	91	increased	increase	VERB
ajlm-2159	24	92	laboratory	laboratory	NOUN
ajlm-2159	24	93	testing	testing	NOUN
ajlm-2159	24	94	based	base	VERB
ajlm-2159	24	95	on	on	ADP
ajlm-2159	24	96	unnecessary	unnecessary	ADJ
ajlm-2159	24	97	and	and	CCONJ
ajlm-2159	24	98	repeated	repeat	VERB
ajlm-2159	24	99	medical	medical	ADJ
ajlm-2159	24	100	laboratory	laboratory	NOUN
ajlm-2159	24	101	investigations	investigation	NOUN
ajlm-2159	24	102	as	as	ADV
ajlm-2159	24	103	well	well	ADV
ajlm-2159	24	104	as	as	ADP
ajlm-2159	24	105	a	a	DET
ajlm-2159	24	106	hesitancy	hesitancy	NOUN
ajlm-2159	24	107	to	to	PART
ajlm-2159	24	108	develop	develop	VERB
ajlm-2159	24	109	advanced	advanced	ADJ
ajlm-2159	24	110	technological	technological	ADJ
ajlm-2159	24	111	and	and	CCONJ
ajlm-2159	24	112	digital	digital	ADJ
ajlm-2159	24	113	interventions.4	interventions.4	PROPN
ajlm-2159	24	114	in	in	ADP
ajlm-2159	24	115	tandem	tandem	NOUN
ajlm-2159	24	116	with	with	ADP
ajlm-2159	24	117	the	the	DET
ajlm-2159	24	118	increases	increase	NOUN
ajlm-2159	24	119	in	in	ADP
ajlm-2159	24	120	medical	medical	ADJ
ajlm-2159	24	121	laboratory	laboratory	NOUN
ajlm-2159	24	122	expenditures	expenditure	NOUN
ajlm-2159	24	123	reported	report	VERB
ajlm-2159	24	124	by	by	ADP
ajlm-2159	24	125	these	these	DET
ajlm-2159	24	126	developed	develop	VERB
ajlm-2159	24	127	countries	country	NOUN
ajlm-2159	24	128	,	,	PUNCT
ajlm-2159	24	129	the	the	DET
ajlm-2159	24	130	south	south	PROPN
ajlm-2159	24	131	africa	africa	PROPN
ajlm-2159	24	132	national	national	PROPN
ajlm-2159	24	133	health	health	PROPN
ajlm-2159	24	134	laboratory	laboratory	PROPN
ajlm-2159	24	135	service	service	NOUN
ajlm-2159	24	136	(	(	PUNCT
ajlm-2159	24	137	nhls	nhls	PROPN
ajlm-2159	24	138	)	)	PUNCT
ajlm-2159	24	139	reported	report	VERB
ajlm-2159	24	140	a	a	DET
ajlm-2159	24	141	45	45	NUM
ajlm-2159	24	142	%	%	NOUN
ajlm-2159	24	143	increase	increase	NOUN
ajlm-2159	24	144	between	between	ADP
ajlm-2159	24	145	2010/2011	2010/2011	NUM
ajlm-2159	24	146	and	and	CCONJ
ajlm-2159	24	147	2013/2014	2013/2014	NUM
ajlm-2159	24	148	,	,	PUNCT
ajlm-2159	24	149	totalling	total	VERB
ajlm-2159	24	150	r4.5	r4.5	PROPN
ajlm-2159	24	151	billion	billion	NUM
ajlm-2159	24	152	south	south	ADJ
ajlm-2159	24	153	african	african	ADJ
ajlm-2159	24	154	rand.5	rand.5	PROPN
ajlm-2159	24	155	laboratory	laboratory	NOUN
ajlm-2159	24	156	expenditure	expenditure	NOUN
ajlm-2159	24	157	rose	rise	VERB
ajlm-2159	24	158	to	to	ADP
ajlm-2159	24	159	r7.1	r7.1	PROPN
ajlm-2159	24	160	billion	billion	NUM
ajlm-2159	24	161	in	in	ADP
ajlm-2159	24	162	2016/2017,6,7,8,9	2016/2017,6,7,8,9	NUM
ajlm-2159	24	163	r8.2	r8.2	NOUN
ajlm-2159	24	164	billion	billion	NUM
ajlm-2159	24	165	in	in	ADP
ajlm-2159	24	166	2017/2018	2017/2018	NUM
ajlm-2159	24	167	,	,	PUNCT
ajlm-2159	24	168	and	and	CCONJ
ajlm-2159	24	169	r10.7	r10.7	NUM
ajlm-2159	24	170	billion	billion	NUM
ajlm-2159	24	171	in	in	ADP
ajlm-2159	24	172	2020/2021.10,11,12,13	2020/2021.10,11,12,13	NUM
ajlm-2159	24	173	to	to	PART
ajlm-2159	24	174	address	address	VERB
ajlm-2159	24	175	these	these	DET
ajlm-2159	24	176	increasing	increase	VERB
ajlm-2159	24	177	rates	rate	NOUN
ajlm-2159	24	178	of	of	ADP
ajlm-2159	24	179	expenditure	expenditure	NOUN
ajlm-2159	24	180	by	by	ADP
ajlm-2159	24	181	the	the	DET
ajlm-2159	24	182	medical	medical	ADJ
ajlm-2159	24	183	laboratory	laboratory	NOUN
ajlm-2159	24	184	sector	sector	NOUN
ajlm-2159	24	185	,	,	PUNCT
ajlm-2159	24	186	healthcare	healthcare	NOUN
ajlm-2159	24	187	settings	setting	NOUN
ajlm-2159	24	188	,	,	PUNCT
ajlm-2159	24	189	specifically	specifically	ADV
ajlm-2159	24	190	in	in	ADP
ajlm-2159	24	191	the	the	DET
ajlm-2159	24	192	developed	develop	VERB
ajlm-2159	24	193	parts	part	NOUN
ajlm-2159	24	194	of	of	ADP
ajlm-2159	24	195	the	the	DET
ajlm-2159	24	196	world	world	NOUN
ajlm-2159	24	197	,	,	PUNCT
ajlm-2159	24	198	have	have	AUX
ajlm-2159	24	199	considered	consider	VERB
ajlm-2159	24	200	various	various	ADJ
ajlm-2159	24	201	approaches	approach	NOUN
ajlm-2159	24	202	.	.	PUNCT
ajlm-2159	25	1	strategies	strategy	NOUN
ajlm-2159	25	2	that	that	PRON
ajlm-2159	25	3	have	have	AUX
ajlm-2159	25	4	been	be	AUX
ajlm-2159	25	5	implemented	implement	VERB
ajlm-2159	25	6	include	include	NOUN
ajlm-2159	25	7	but	but	CCONJ
ajlm-2159	25	8	are	be	AUX
ajlm-2159	25	9	not	not	PART
ajlm-2159	25	10	confined	confine	VERB
ajlm-2159	25	11	to	to	ADP
ajlm-2159	25	12	computerised	computerised	ADJ
ajlm-2159	25	13	or	or	CCONJ
ajlm-2159	25	14	electronic	electronic	ADJ
ajlm-2159	25	15	order	order	NOUN
ajlm-2159	25	16	entry	entry	NOUN
ajlm-2159	25	17	systems,14	systems,14	ADP
ajlm-2159	25	18	laboratory	laboratory	NOUN
ajlm-2159	25	19	test	test	NOUN
ajlm-2159	25	20	profiles,15	profiles,15	ADJ
ajlm-2159	25	21	education16	education16	NOUN
ajlm-2159	25	22	and	and	CCONJ
ajlm-2159	25	23	minimum	minimum	ADJ
ajlm-2159	25	24	re	re	ADJ
ajlm-2159	25	25	-	-	NOUN
ajlm-2159	25	26	testing	testing	ADJ
ajlm-2159	25	27	intervals.17	intervals.17	NOUN
ajlm-2159	25	28	there	there	PRON
ajlm-2159	25	29	is	be	VERB
ajlm-2159	25	30	variable	variable	ADJ
ajlm-2159	25	31	evidence	evidence	NOUN
ajlm-2159	25	32	of	of	ADP
ajlm-2159	25	33	the	the	DET
ajlm-2159	25	34	effectiveness	effectiveness	NOUN
ajlm-2159	25	35	of	of	ADP
ajlm-2159	25	36	these	these	DET
ajlm-2159	25	37	strategies	strategy	NOUN
ajlm-2159	25	38	as	as	SCONJ
ajlm-2159	25	39	they	they	PRON
ajlm-2159	25	40	are	be	AUX
ajlm-2159	25	41	effective	effective	ADJ
ajlm-2159	25	42	in	in	ADP
ajlm-2159	25	43	some	some	DET
ajlm-2159	25	44	contexts	context	NOUN
ajlm-2159	25	45	and	and	CCONJ
ajlm-2159	25	46	ineffective	ineffective	ADJ
ajlm-2159	25	47	in	in	ADP
ajlm-2159	25	48	others.18	others.18	PROPN
ajlm-2159	25	49	in	in	ADP
ajlm-2159	25	50	addition	addition	NOUN
ajlm-2159	25	51	,	,	PUNCT
ajlm-2159	25	52	some	some	DET
ajlm-2159	25	53	hospital	hospital	NOUN
ajlm-2159	25	54	settings	setting	NOUN
ajlm-2159	25	55	have	have	AUX
ajlm-2159	25	56	implemented	implement	VERB
ajlm-2159	25	57	a	a	DET
ajlm-2159	25	58	single	single	ADJ
ajlm-2159	25	59	strategy	strategy	NOUN
ajlm-2159	25	60	while	while	SCONJ
ajlm-2159	25	61	others	other	NOUN
ajlm-2159	25	62	have	have	AUX
ajlm-2159	25	63	implemented	implement	VERB
ajlm-2159	25	64	a	a	DET
ajlm-2159	25	65	multi	multi	ADJ
ajlm-2159	25	66	-	-	ADJ
ajlm-2159	25	67	pronged	pronged	ADJ
ajlm-2159	25	68	approach	approach	NOUN
ajlm-2159	25	69	.	.	PUNCT
ajlm-2159	26	1	except	except	SCONJ
ajlm-2159	26	2	for	for	ADP
ajlm-2159	26	3	south	south	PROPN
ajlm-2159	26	4	africa	africa	PROPN
ajlm-2159	26	5	,	,	PUNCT
ajlm-2159	26	6	most	most	ADJ
ajlm-2159	26	7	african	african	ADJ
ajlm-2159	26	8	countries	country	NOUN
ajlm-2159	26	9	lack	lack	VERB
ajlm-2159	26	10	published	publish	VERB
ajlm-2159	26	11	data	datum	NOUN
ajlm-2159	26	12	on	on	ADP
ajlm-2159	26	13	medical	medical	ADJ
ajlm-2159	26	14	laboratory	laboratory	NOUN
ajlm-2159	26	15	expenditures	expenditure	NOUN
ajlm-2159	26	16	that	that	PRON
ajlm-2159	26	17	could	could	AUX
ajlm-2159	26	18	facilitate	facilitate	VERB
ajlm-2159	26	19	the	the	DET
ajlm-2159	26	20	implementation	implementation	NOUN
ajlm-2159	26	21	of	of	ADP
ajlm-2159	26	22	cost	cost	NOUN
ajlm-2159	26	23	-	-	PUNCT
ajlm-2159	26	24	effective	effective	ADJ
ajlm-2159	26	25	strategies	strategy	NOUN
ajlm-2159	26	26	to	to	PART
ajlm-2159	26	27	manage	manage	VERB
ajlm-2159	26	28	the	the	DET
ajlm-2159	26	29	demand	demand	NOUN
ajlm-2159	26	30	for	for	ADP
ajlm-2159	26	31	laboratory	laboratory	NOUN
ajlm-2159	26	32	test	test	NOUN
ajlm-2159	26	33	investigations	investigation	NOUN
ajlm-2159	26	34	on	on	ADP
ajlm-2159	26	35	the	the	DET
ajlm-2159	26	36	african	african	ADJ
ajlm-2159	26	37	continent	continent	NOUN
ajlm-2159	26	38	.	.	PUNCT
ajlm-2159	27	1	furthermore	furthermore	ADV
ajlm-2159	27	2	,	,	PUNCT
ajlm-2159	27	3	the	the	DET
ajlm-2159	27	4	published	publish	VERB
ajlm-2159	27	5	reports	report	NOUN
ajlm-2159	27	6	in	in	ADP
ajlm-2159	27	7	south	south	PROPN
ajlm-2159	27	8	africa	africa	PROPN
ajlm-2159	27	9	are	be	AUX
ajlm-2159	27	10	insufficient	insufficient	ADJ
ajlm-2159	27	11	to	to	PART
ajlm-2159	27	12	establish	establish	VERB
ajlm-2159	27	13	clear	clear	ADJ
ajlm-2159	27	14	patterns	pattern	NOUN
ajlm-2159	27	15	to	to	PART
ajlm-2159	27	16	guide	guide	VERB
ajlm-2159	27	17	the	the	DET
ajlm-2159	27	18	implementation	implementation	NOUN
ajlm-2159	27	19	of	of	ADP
ajlm-2159	27	20	effective	effective	ADJ
ajlm-2159	27	21	interventions	intervention	NOUN
ajlm-2159	27	22	.	.	PUNCT
ajlm-2159	28	1	in	in	ADP
ajlm-2159	28	2	the	the	DET
ajlm-2159	28	3	south	south	ADJ
ajlm-2159	28	4	african	african	ADJ
ajlm-2159	28	5	public	public	ADJ
ajlm-2159	28	6	health	health	NOUN
ajlm-2159	28	7	sector	sector	NOUN
ajlm-2159	28	8	,	,	PUNCT
ajlm-2159	28	9	the	the	DET
ajlm-2159	28	10	nhls	nhls	NOUN
ajlm-2159	28	11	and	and	CCONJ
ajlm-2159	28	12	department	department	PROPN
ajlm-2159	28	13	of	of	ADP
ajlm-2159	28	14	health	health	PROPN
ajlm-2159	28	15	developed	develop	VERB
ajlm-2159	28	16	a	a	DET
ajlm-2159	28	17	financing	financing	NOUN
ajlm-2159	28	18	mechanism	mechanism	NOUN
ajlm-2159	28	19	that	that	PRON
ajlm-2159	28	20	levies	levy	VERB
ajlm-2159	28	21	a	a	DET
ajlm-2159	28	22	fee	fee	NOUN
ajlm-2159	28	23	for	for	ADP
ajlm-2159	28	24	its	its	PRON
ajlm-2159	28	25	services	service	NOUN
ajlm-2159	28	26	:	:	PUNCT
ajlm-2159	28	27	the	the	DET
ajlm-2159	28	28	fee	fee	NOUN
ajlm-2159	28	29	for	for	ADP
ajlm-2159	28	30	service	service	NOUN
ajlm-2159	28	31	payment	payment	NOUN
ajlm-2159	28	32	model	model	NOUN
ajlm-2159	28	33	.	.	PUNCT
ajlm-2159	29	1	this	this	DET
ajlm-2159	29	2	model	model	NOUN
ajlm-2159	29	3	has	have	AUX
ajlm-2159	29	4	been	be	AUX
ajlm-2159	29	5	identified	identify	VERB
ajlm-2159	29	6	as	as	ADP
ajlm-2159	29	7	a	a	DET
ajlm-2159	29	8	contributor	contributor	NOUN
ajlm-2159	29	9	to	to	ADP
ajlm-2159	29	10	the	the	DET
ajlm-2159	29	11	escalating	escalate	VERB
ajlm-2159	29	12	costs	cost	NOUN
ajlm-2159	29	13	in	in	ADP
ajlm-2159	29	14	the	the	DET
ajlm-2159	29	15	healthcare	healthcare	NOUN
ajlm-2159	29	16	system	system	NOUN
ajlm-2159	29	17	and	and	CCONJ
ajlm-2159	29	18	a	a	DET
ajlm-2159	29	19	barrier	barrier	NOUN
ajlm-2159	29	20	to	to	ADP
ajlm-2159	29	21	integrated	integrate	VERB
ajlm-2159	29	22	care	care	NOUN
ajlm-2159	29	23	by	by	ADP
ajlm-2159	29	24	promoting	promote	VERB
ajlm-2159	29	25	fragmentation	fragmentation	NOUN
ajlm-2159	29	26	and	and	CCONJ
ajlm-2159	29	27	higher	high	ADJ
ajlm-2159	29	28	spending.19	spending.19	NOUN
ajlm-2159	29	29	to	to	PART
ajlm-2159	29	30	overcome	overcome	VERB
ajlm-2159	29	31	this	this	DET
ajlm-2159	29	32	challenge	challenge	NOUN
ajlm-2159	29	33	,	,	PUNCT
ajlm-2159	29	34	in	in	ADP
ajlm-2159	29	35	2010	2010	NUM
ajlm-2159	29	36	,	,	PUNCT
ajlm-2159	29	37	a	a	DET
ajlm-2159	29	38	demand	demand	NOUN
ajlm-2159	29	39	management	management	NOUN
ajlm-2159	29	40	system	system	NOUN
ajlm-2159	29	41	known	know	VERB
ajlm-2159	29	42	as	as	ADP
ajlm-2159	29	43	electronic	electronic	ADJ
ajlm-2159	29	44	gatekeeping	gatekeeping	NOUN
ajlm-2159	29	45	(	(	PUNCT
ajlm-2159	29	46	egk	egk	NOUN
ajlm-2159	29	47	)	)	PUNCT
ajlm-2159	29	48	was	be	AUX
ajlm-2159	29	49	introduced	introduce	VERB
ajlm-2159	29	50	and	and	CCONJ
ajlm-2159	29	51	piloted	pilot	VERB
ajlm-2159	29	52	at	at	ADP
ajlm-2159	29	53	a	a	DET
ajlm-2159	29	54	tertiary	tertiary	ADJ
ajlm-2159	29	55	academic	academic	ADJ
ajlm-2159	29	56	hospital	hospital	NOUN
ajlm-2159	29	57	in	in	ADP
ajlm-2159	29	58	the	the	DET
ajlm-2159	29	59	western	western	ADJ
ajlm-2159	29	60	cape	cape	NOUN
ajlm-2159	29	61	.	.	PUNCT
ajlm-2159	30	1	in	in	ADP
ajlm-2159	30	2	2015	2015	NUM
ajlm-2159	30	3	,	,	PUNCT
ajlm-2159	30	4	the	the	DET
ajlm-2159	30	5	intervention	intervention	NOUN
ajlm-2159	30	6	was	be	AUX
ajlm-2159	30	7	rolled	roll	VERB
ajlm-2159	30	8	out	out	ADP
ajlm-2159	30	9	in	in	ADP
ajlm-2159	30	10	other	other	ADJ
ajlm-2159	30	11	provinces	province	NOUN
ajlm-2159	30	12	in	in	ADP
ajlm-2159	30	13	the	the	DET
ajlm-2159	30	14	country	country	NOUN
ajlm-2159	30	15	,	,	PUNCT
ajlm-2159	30	16	including	include	VERB
ajlm-2159	30	17	four	four	NUM
ajlm-2159	30	18	tertiary	tertiary	ADJ
ajlm-2159	30	19	academic	academic	ADJ
ajlm-2159	30	20	hospitals	hospital	NOUN
ajlm-2159	30	21	in	in	ADP
ajlm-2159	30	22	the	the	DET
ajlm-2159	30	23	eastern	eastern	ADJ
ajlm-2159	30	24	cape	cape	NOUN
ajlm-2159	30	25	.	.	PUNCT
ajlm-2159	31	1	thus	thus	ADV
ajlm-2159	31	2	far	far	ADV
ajlm-2159	31	3	,	,	PUNCT
ajlm-2159	31	4	only	only	ADV
ajlm-2159	31	5	two	two	NUM
ajlm-2159	31	6	studies	study	NOUN
ajlm-2159	31	7	conducted	conduct	VERB
ajlm-2159	31	8	in	in	ADP
ajlm-2159	31	9	urban	urban	ADJ
ajlm-2159	31	10	tertiary	tertiary	ADJ
ajlm-2159	31	11	academic	academic	ADJ
ajlm-2159	31	12	hospitals	hospital	NOUN
ajlm-2159	31	13	have	have	AUX
ajlm-2159	31	14	attempted	attempt	VERB
ajlm-2159	31	15	to	to	PART
ajlm-2159	31	16	provide	provide	VERB
ajlm-2159	31	17	evidence	evidence	NOUN
ajlm-2159	31	18	of	of	ADP
ajlm-2159	31	19	the	the	DET
ajlm-2159	31	20	effectiveness	effectiveness	NOUN
ajlm-2159	31	21	of	of	ADP
ajlm-2159	31	22	egk	egk	NOUN
ajlm-2159	31	23	as	as	ADP
ajlm-2159	31	24	a	a	DET
ajlm-2159	31	25	demand	demand	NOUN
ajlm-2159	31	26	management	management	NOUN
ajlm-2159	31	27	system	system	NOUN
ajlm-2159	31	28	.	.	PUNCT
ajlm-2159	32	1	one	one	NUM
ajlm-2159	32	2	of	of	ADP
ajlm-2159	32	3	these	these	DET
ajlm-2159	32	4	studies20	studies20	NOUN
ajlm-2159	32	5	concluded	conclude	VERB
ajlm-2159	32	6	that	that	SCONJ
ajlm-2159	32	7	the	the	DET
ajlm-2159	32	8	egk	egk	ADJ
ajlm-2159	32	9	intervention	intervention	NOUN
ajlm-2159	32	10	was	be	AUX
ajlm-2159	32	11	an	an	DET
ajlm-2159	32	12	effective	effective	ADJ
ajlm-2159	32	13	method	method	NOUN
ajlm-2159	32	14	of	of	ADP
ajlm-2159	32	15	demand	demand	NOUN
ajlm-2159	32	16	management	management	NOUN
ajlm-2159	32	17	,	,	PUNCT
ajlm-2159	32	18	while	while	SCONJ
ajlm-2159	32	19	the	the	DET
ajlm-2159	32	20	other	other	ADJ
ajlm-2159	32	21	study21	study21	NOUN
ajlm-2159	32	22	found	find	VERB
ajlm-2159	32	23	the	the	DET
ajlm-2159	32	24	intervention	intervention	NOUN
ajlm-2159	32	25	not	not	PART
ajlm-2159	32	26	to	to	PART
ajlm-2159	32	27	have	have	AUX
ajlm-2159	32	28	a	a	DET
ajlm-2159	32	29	substantial	substantial	ADJ
ajlm-2159	32	30	effect	effect	NOUN
ajlm-2159	32	31	on	on	ADP
ajlm-2159	32	32	the	the	DET
ajlm-2159	32	33	way	way	NOUN
ajlm-2159	32	34	clinicians	clinician	NOUN
ajlm-2159	32	35	request	request	VERB
ajlm-2159	32	36	laboratory	laboratory	NOUN
ajlm-2159	32	37	investigations	investigation	NOUN
ajlm-2159	32	38	.	.	PUNCT
ajlm-2159	33	1	given	give	VERB
ajlm-2159	33	2	the	the	DET
ajlm-2159	33	3	varying	vary	VERB
ajlm-2159	33	4	findings	finding	NOUN
ajlm-2159	33	5	from	from	ADP
ajlm-2159	33	6	the	the	DET
ajlm-2159	33	7	only	only	ADJ
ajlm-2159	33	8	two	two	NUM
ajlm-2159	33	9	published	publish	VERB
ajlm-2159	33	10	studies	study	NOUN
ajlm-2159	33	11	on	on	ADP
ajlm-2159	33	12	the	the	DET
ajlm-2159	33	13	effectiveness	effectiveness	NOUN
ajlm-2159	33	14	of	of	ADP
ajlm-2159	33	15	egk	egk	NOUN
ajlm-2159	33	16	as	as	ADP
ajlm-2159	33	17	an	an	DET
ajlm-2159	33	18	intervention	intervention	NOUN
ajlm-2159	33	19	in	in	ADP
ajlm-2159	33	20	south	south	PROPN
ajlm-2159	33	21	africa	africa	PROPN
ajlm-2159	33	22	,	,	PUNCT
ajlm-2159	33	23	this	this	DET
ajlm-2159	33	24	study	study	NOUN
ajlm-2159	33	25	was	be	AUX
ajlm-2159	33	26	conducted	conduct	VERB
ajlm-2159	33	27	to	to	PART
ajlm-2159	33	28	evaluate	evaluate	VERB
ajlm-2159	33	29	the	the	DET
ajlm-2159	33	30	impact	impact	NOUN
ajlm-2159	33	31	of	of	ADP
ajlm-2159	33	32	egk	egk	NOUN
ajlm-2159	33	33	on	on	ADP
ajlm-2159	33	34	laboratory	laboratory	NOUN
ajlm-2159	33	35	expenditure	expenditure	NOUN
ajlm-2159	33	36	at	at	ADP
ajlm-2159	33	37	a	a	DET
ajlm-2159	33	38	tertiary	tertiary	ADJ
ajlm-2159	33	39	hospital	hospital	NOUN
ajlm-2159	33	40	in	in	ADP
ajlm-2159	33	41	the	the	DET
ajlm-2159	33	42	eastern	eastern	ADJ
ajlm-2159	33	43	cape	cape	NOUN
ajlm-2159	33	44	,	,	PUNCT
ajlm-2159	33	45	south	south	PROPN
ajlm-2159	33	46	africa	africa	PROPN
ajlm-2159	33	47	.	.	PUNCT
ajlm-2159	34	1	methods	method	NOUN
ajlm-2159	34	2	ethical	ethical	ADJ
ajlm-2159	34	3	considerations	consideration	NOUN
ajlm-2159	34	4	the	the	DET
ajlm-2159	34	5	walter	walter	PROPN
ajlm-2159	34	6	sisulu	sisulu	PROPN
ajlm-2159	34	7	university	university	PROPN
ajlm-2159	34	8	human	human	PROPN
ajlm-2159	34	9	research	research	NOUN
ajlm-2159	34	10	ethics	ethic	NOUN
ajlm-2159	34	11	and	and	CCONJ
ajlm-2159	34	12	biosafety	biosafety	NOUN
ajlm-2159	34	13	committee	committee	NOUN
ajlm-2159	34	14	in	in	ADP
ajlm-2159	34	15	south	south	PROPN
ajlm-2159	34	16	africa	africa	PROPN
ajlm-2159	34	17	reviewed	review	VERB
ajlm-2159	34	18	and	and	CCONJ
ajlm-2159	34	19	approved	approve	VERB
ajlm-2159	34	20	this	this	DET
ajlm-2159	34	21	study	study	NOUN
ajlm-2159	34	22	(	(	PUNCT
ajlm-2159	34	23	062/2019	062/2019	NUM
ajlm-2159	34	24	)	)	PUNCT
ajlm-2159	34	25	.	.	PUNCT
ajlm-2159	35	1	the	the	DET
ajlm-2159	35	2	study	study	NOUN
ajlm-2159	35	3	only	only	ADV
ajlm-2159	35	4	involved	involve	VERB
ajlm-2159	35	5	the	the	DET
ajlm-2159	35	6	use	use	NOUN
ajlm-2159	35	7	of	of	ADP
ajlm-2159	35	8	secondary	secondary	ADJ
ajlm-2159	35	9	data	datum	NOUN
ajlm-2159	35	10	on	on	ADP
ajlm-2159	35	11	expenditure	expenditure	NOUN
ajlm-2159	35	12	,	,	PUNCT
ajlm-2159	35	13	primarily	primarily	ADV
ajlm-2159	35	14	collected	collect	VERB
ajlm-2159	35	15	electronically	electronically	ADV
ajlm-2159	35	16	by	by	ADP
ajlm-2159	35	17	the	the	DET
ajlm-2159	35	18	nhls	nhls	PROPN
ajlm-2159	35	19	and	and	CCONJ
ajlm-2159	35	20	supplied	supply	VERB
ajlm-2159	35	21	to	to	ADP
ajlm-2159	35	22	nmah	nmah	NOUN
ajlm-2159	35	23	.	.	PUNCT
ajlm-2159	36	1	patient	patient	ADJ
ajlm-2159	36	2	consent	consent	NOUN
ajlm-2159	36	3	was	be	AUX
ajlm-2159	36	4	not	not	PART
ajlm-2159	36	5	required	require	VERB
ajlm-2159	36	6	and	and	CCONJ
ajlm-2159	36	7	thus	thus	ADV
ajlm-2159	36	8	waived	waive	VERB
ajlm-2159	36	9	by	by	ADP
ajlm-2159	36	10	the	the	DET
ajlm-2159	36	11	ethics	ethic	NOUN
ajlm-2159	36	12	committee	committee	NOUN
ajlm-2159	36	13	because	because	SCONJ
ajlm-2159	36	14	data	datum	NOUN
ajlm-2159	36	15	were	be	AUX
ajlm-2159	36	16	secondary	secondary	ADJ
ajlm-2159	36	17	and	and	CCONJ
ajlm-2159	36	18	lacked	lack	VERB
ajlm-2159	36	19	any	any	DET
ajlm-2159	36	20	identifiers	identifier	NOUN
ajlm-2159	36	21	linking	link	VERB
ajlm-2159	36	22	to	to	ADP
ajlm-2159	36	23	any	any	DET
ajlm-2159	36	24	patient	patient	NOUN
ajlm-2159	36	25	.	.	PUNCT
ajlm-2159	37	1	data	datum	NOUN
ajlm-2159	37	2	protection	protection	NOUN
ajlm-2159	37	3	in	in	ADP
ajlm-2159	37	4	place	place	NOUN
ajlm-2159	37	5	included	include	VERB
ajlm-2159	37	6	first	first	ADV
ajlm-2159	37	7	obtaining	obtain	VERB
ajlm-2159	37	8	necessary	necessary	ADJ
ajlm-2159	37	9	approvals	approval	NOUN
ajlm-2159	37	10	from	from	ADP
ajlm-2159	37	11	the	the	DET
ajlm-2159	37	12	ethics	ethic	NOUN
ajlm-2159	37	13	committee	committee	PROPN
ajlm-2159	37	14	and	and	CCONJ
ajlm-2159	37	15	hospital	hospital	NOUN
ajlm-2159	37	16	management	management	NOUN
ajlm-2159	37	17	,	,	PUNCT
ajlm-2159	37	18	and	and	CCONJ
ajlm-2159	37	19	ensuring	ensure	VERB
ajlm-2159	37	20	that	that	SCONJ
ajlm-2159	37	21	the	the	DET
ajlm-2159	37	22	data	datum	NOUN
ajlm-2159	37	23	remained	remain	VERB
ajlm-2159	37	24	anonymous	anonymous	ADJ
ajlm-2159	37	25	and	and	CCONJ
ajlm-2159	37	26	were	be	AUX
ajlm-2159	37	27	only	only	ADV
ajlm-2159	37	28	accessed	access	VERB
ajlm-2159	37	29	by	by	ADP
ajlm-2159	37	30	the	the	DET
ajlm-2159	37	31	researcher	researcher	NOUN
ajlm-2159	37	32	.	.	PUNCT
ajlm-2159	38	1	study	study	NOUN
ajlm-2159	38	2	design	design	NOUN
ajlm-2159	38	3	this	this	DET
ajlm-2159	38	4	cross	cross	ADJ
ajlm-2159	38	5	-	-	ADJ
ajlm-2159	38	6	sectional	sectional	ADJ
ajlm-2159	38	7	study	study	NOUN
ajlm-2159	38	8	used	use	VERB
ajlm-2159	38	9	an	an	DET
ajlm-2159	38	10	interrupted	interrupted	ADJ
ajlm-2159	38	11	time	time	NOUN
ajlm-2159	38	12	series	series	NOUN
ajlm-2159	38	13	analysis	analysis	NOUN
ajlm-2159	38	14	(	(	PUNCT
ajlm-2159	38	15	itsa	itsa	NOUN
ajlm-2159	38	16	)	)	PUNCT
ajlm-2159	38	17	to	to	PART
ajlm-2159	38	18	determine	determine	VERB
ajlm-2159	38	19	the	the	DET
ajlm-2159	38	20	impact	impact	NOUN
ajlm-2159	38	21	of	of	ADP
ajlm-2159	38	22	the	the	DET
ajlm-2159	38	23	egk	egk	ADJ
ajlm-2159	38	24	intervention	intervention	NOUN
ajlm-2159	38	25	on	on	ADP
ajlm-2159	38	26	laboratory	laboratory	NOUN
ajlm-2159	38	27	expenditure	expenditure	NOUN
ajlm-2159	38	28	,	,	PUNCT
ajlm-2159	38	29	comparing	compare	VERB
ajlm-2159	38	30	the	the	DET
ajlm-2159	38	31	period	period	NOUN
ajlm-2159	38	32	before	before	ADV
ajlm-2159	38	33	(	(	PUNCT
ajlm-2159	38	34	24	24	NUM
ajlm-2159	38	35	months	month	NOUN
ajlm-2159	38	36	from	from	ADP
ajlm-2159	38	37	01	01	NUM
ajlm-2159	38	38	june	june	PROPN
ajlm-2159	38	39	2013	2013	NUM
ajlm-2159	38	40	to	to	ADP
ajlm-2159	38	41	31	31	NUM
ajlm-2159	38	42	may	may	PROPN
ajlm-2159	38	43	2015	2015	NUM
ajlm-2159	38	44	)	)	PUNCT
ajlm-2159	38	45	and	and	CCONJ
ajlm-2159	38	46	during	during	ADP
ajlm-2159	38	47	(	(	PUNCT
ajlm-2159	38	48	24	24	NUM
ajlm-2159	38	49	months	month	NOUN
ajlm-2159	38	50	from	from	ADP
ajlm-2159	38	51	01	01	NUM
ajlm-2159	38	52	june	june	PROPN
ajlm-2159	38	53	2015	2015	NUM
ajlm-2159	38	54	to	to	ADP
ajlm-2159	38	55	31	31	NUM
ajlm-2159	38	56	may	may	PROPN
ajlm-2159	38	57	2017	2017	NUM
ajlm-2159	38	58	)	)	PUNCT
ajlm-2159	38	59	the	the	DET
ajlm-2159	38	60	egk	egk	ADJ
ajlm-2159	38	61	intervention	intervention	NOUN
ajlm-2159	38	62	.	.	PUNCT
ajlm-2159	39	1	the	the	DET
ajlm-2159	39	2	egk	egk	NOUN
ajlm-2159	39	3	is	be	AUX
ajlm-2159	39	4	a	a	DET
ajlm-2159	39	5	demand	demand	NOUN
ajlm-2159	39	6	management	management	NOUN
ajlm-2159	39	7	system	system	NOUN
ajlm-2159	39	8	embedded	embed	VERB
ajlm-2159	39	9	in	in	ADP
ajlm-2159	39	10	a	a	DET
ajlm-2159	39	11	laboratory	laboratory	NOUN
ajlm-2159	39	12	interface	interface	NOUN
ajlm-2159	39	13	system	system	NOUN
ajlm-2159	39	14	.	.	PUNCT
ajlm-2159	40	1	the	the	DET
ajlm-2159	40	2	system	system	NOUN
ajlm-2159	40	3	uses	use	VERB
ajlm-2159	40	4	a	a	DET
ajlm-2159	40	5	decision	decision	NOUN
ajlm-2159	40	6	tree	tree	NOUN
ajlm-2159	40	7	as	as	SCONJ
ajlm-2159	40	8	an	an	DET
ajlm-2159	40	9	analytical	analytical	ADJ
ajlm-2159	40	10	tool	tool	NOUN
ajlm-2159	40	11	to	to	PART
ajlm-2159	40	12	approve	approve	VERB
ajlm-2159	40	13	or	or	CCONJ
ajlm-2159	40	14	reject	reject	VERB
ajlm-2159	40	15	laboratory	laboratory	NOUN
ajlm-2159	40	16	tests	test	NOUN
ajlm-2159	40	17	requested	request	VERB
ajlm-2159	40	18	by	by	ADP
ajlm-2159	40	19	clinicians	clinician	NOUN
ajlm-2159	40	20	for	for	ADP
ajlm-2159	40	21	patients	patient	NOUN
ajlm-2159	40	22	based	base	VERB
ajlm-2159	40	23	on	on	ADP
ajlm-2159	40	24	the	the	DET
ajlm-2159	40	25	protocols	protocol	NOUN
ajlm-2159	40	26	for	for	ADP
ajlm-2159	40	27	patient	patient	ADJ
ajlm-2159	40	28	management	management	NOUN
ajlm-2159	40	29	devised	devise	VERB
ajlm-2159	40	30	by	by	ADP
ajlm-2159	40	31	hospital	hospital	NOUN
ajlm-2159	40	32	medical	medical	ADJ
ajlm-2159	40	33	specialists	specialist	NOUN
ajlm-2159	40	34	and	and	CCONJ
ajlm-2159	40	35	consultants22	consultants22	NOUN
ajlm-2159	40	36	(	(	PUNCT
ajlm-2159	40	37	figure	figure	NOUN
ajlm-2159	40	38	1	1	NUM
ajlm-2159	40	39	)	)	PUNCT
ajlm-2159	40	40	.	.	PUNCT
ajlm-2159	41	1	this	this	DET
ajlm-2159	41	2	decision	decision	NOUN
ajlm-2159	41	3	tree	tree	NOUN
ajlm-2159	41	4	is	be	AUX
ajlm-2159	41	5	simple	simple	ADJ
ajlm-2159	41	6	and	and	CCONJ
ajlm-2159	41	7	transparent	transparent	ADJ
ajlm-2159	41	8	,	,	PUNCT
ajlm-2159	41	9	representing	represent	VERB
ajlm-2159	41	10	a	a	DET
ajlm-2159	41	11	series	series	NOUN
ajlm-2159	41	12	of	of	ADP
ajlm-2159	41	13	actions	action	NOUN
ajlm-2159	41	14	and	and	CCONJ
ajlm-2159	41	15	possible	possible	ADJ
ajlm-2159	41	16	outcomes	outcome	NOUN
ajlm-2159	41	17	that	that	PRON
ajlm-2159	41	18	can	can	AUX
ajlm-2159	41	19	help	help	VERB
ajlm-2159	41	20	determine	determine	VERB
ajlm-2159	41	21	whether	whether	SCONJ
ajlm-2159	41	22	a	a	DET
ajlm-2159	41	23	decision	decision	NOUN
ajlm-2159	41	24	should	should	AUX
ajlm-2159	41	25	be	be	AUX
ajlm-2159	41	26	made	make	VERB
ajlm-2159	41	27	and	and	CCONJ
ajlm-2159	41	28	reveal	reveal	VERB
ajlm-2159	41	29	the	the	DET
ajlm-2159	41	30	optimum	optimum	ADJ
ajlm-2159	41	31	choice	choice	NOUN
ajlm-2159	41	32	for	for	ADP
ajlm-2159	41	33	each	each	DET
ajlm-2159	41	34	scenario.23	scenario.23	PROPN
ajlm-2159	41	35	before	before	ADP
ajlm-2159	41	36	the	the	DET
ajlm-2159	41	37	egk	egk	ADJ
ajlm-2159	41	38	intervention	intervention	NOUN
ajlm-2159	41	39	,	,	PUNCT
ajlm-2159	41	40	there	there	PRON
ajlm-2159	41	41	was	be	VERB
ajlm-2159	41	42	no	no	DET
ajlm-2159	41	43	other	other	ADJ
ajlm-2159	41	44	intervention	intervention	NOUN
ajlm-2159	41	45	in	in	ADP
ajlm-2159	41	46	place	place	NOUN
ajlm-2159	41	47	to	to	PART
ajlm-2159	41	48	improve	improve	VERB
ajlm-2159	41	49	laboratory	laboratory	NOUN
ajlm-2159	41	50	expenditure	expenditure	NOUN
ajlm-2159	41	51	in	in	ADP
ajlm-2159	41	52	the	the	DET
ajlm-2159	41	53	country	country	NOUN
ajlm-2159	41	54	.	.	PUNCT
ajlm-2159	42	1	figure	figure	VERB
ajlm-2159	42	2	1	1	NUM
ajlm-2159	42	3	:	:	PUNCT
ajlm-2159	42	4	decision	decision	NOUN
ajlm-2159	42	5	tree	tree	NOUN
ajlm-2159	42	6	applied	apply	VERB
ajlm-2159	42	7	using	use	VERB
ajlm-2159	42	8	the	the	DET
ajlm-2159	42	9	electronic	electronic	ADJ
ajlm-2159	42	10	gatekeeping	gatekeepe	VERB
ajlm-2159	42	11	demand	demand	NOUN
ajlm-2159	42	12	management	management	NOUN
ajlm-2159	42	13	system	system	NOUN
ajlm-2159	42	14	for	for	ADP
ajlm-2159	42	15	the	the	DET
ajlm-2159	42	16	approval	approval	NOUN
ajlm-2159	42	17	of	of	ADP
ajlm-2159	42	18	electronic	electronic	ADJ
ajlm-2159	42	19	gatekeeping	gatekeeping	NOUN
ajlm-2159	42	20	-	-	PUNCT
ajlm-2159	42	21	subjected	subject	VERB
ajlm-2159	42	22	laboratory	laboratory	NOUN
ajlm-2159	42	23	tests	test	NOUN
ajlm-2159	42	24	that	that	PRON
ajlm-2159	42	25	were	be	AUX
ajlm-2159	42	26	rejected	reject	VERB
ajlm-2159	42	27	at	at	ADP
ajlm-2159	42	28	nelson	nelson	PROPN
ajlm-2159	42	29	mandela	mandela	PROPN
ajlm-2159	42	30	academic	academic	ADJ
ajlm-2159	42	31	hospital	hospital	NOUN
ajlm-2159	42	32	,	,	PUNCT
ajlm-2159	42	33	south	south	PROPN
ajlm-2159	42	34	africa	africa	PROPN
ajlm-2159	42	35	,	,	PUNCT
ajlm-2159	42	36	between	between	ADP
ajlm-2159	42	37	01	01	NUM
ajlm-2159	42	38	june	june	PROPN
ajlm-2159	42	39	2015	2015	NUM
ajlm-2159	42	40	and	and	CCONJ
ajlm-2159	42	41	31	31	NUM
ajlm-2159	42	42	may	may	PROPN
ajlm-2159	42	43	2017	2017	NUM
ajlm-2159	42	44	.	.	PUNCT
ajlm-2159	43	1	study	study	NOUN
ajlm-2159	43	2	setting	set	VERB
ajlm-2159	43	3	this	this	DET
ajlm-2159	43	4	study	study	NOUN
ajlm-2159	43	5	was	be	AUX
ajlm-2159	43	6	conducted	conduct	VERB
ajlm-2159	43	7	at	at	ADP
ajlm-2159	43	8	the	the	DET
ajlm-2159	43	9	nelson	nelson	PROPN
ajlm-2159	43	10	mandela	mandela	PROPN
ajlm-2159	43	11	academic	academic	ADJ
ajlm-2159	43	12	hospital	hospital	NOUN
ajlm-2159	43	13	(	(	PUNCT
ajlm-2159	43	14	nmah	nmah	NOUN
ajlm-2159	43	15	)	)	PUNCT
ajlm-2159	43	16	,	,	PUNCT
ajlm-2159	43	17	which	which	PRON
ajlm-2159	43	18	is	be	AUX
ajlm-2159	43	19	situated	situate	VERB
ajlm-2159	43	20	in	in	ADP
ajlm-2159	43	21	mthatha	mthatha	PROPN
ajlm-2159	43	22	,	,	PUNCT
ajlm-2159	43	23	a	a	DET
ajlm-2159	43	24	small	small	ADJ
ajlm-2159	43	25	rural	rural	ADJ
ajlm-2159	43	26	town	town	NOUN
ajlm-2159	43	27	in	in	ADP
ajlm-2159	43	28	the	the	DET
ajlm-2159	43	29	or	or	CCONJ
ajlm-2159	43	30	tambo	tambo	NOUN
ajlm-2159	43	31	district	district	NOUN
ajlm-2159	43	32	municipality	municipality	NOUN
ajlm-2159	43	33	in	in	ADP
ajlm-2159	43	34	the	the	DET
ajlm-2159	43	35	eastern	eastern	ADJ
ajlm-2159	43	36	cape	cape	NOUN
ajlm-2159	43	37	province	province	NOUN
ajlm-2159	43	38	of	of	ADP
ajlm-2159	43	39	south	south	PROPN
ajlm-2159	43	40	africa	africa	PROPN
ajlm-2159	43	41	.	.	PUNCT
ajlm-2159	44	1	in	in	ADP
ajlm-2159	44	2	2019	2019	NUM
ajlm-2159	44	3	,	,	PUNCT
ajlm-2159	44	4	the	the	DET
ajlm-2159	44	5	district	district	NOUN
ajlm-2159	44	6	was	be	AUX
ajlm-2159	44	7	estimated	estimate	VERB
ajlm-2159	44	8	to	to	PART
ajlm-2159	44	9	have	have	VERB
ajlm-2159	44	10	a	a	DET
ajlm-2159	44	11	population	population	NOUN
ajlm-2159	44	12	of	of	ADP
ajlm-2159	44	13	1	1	NUM
ajlm-2159	44	14	514	514	NUM
ajlm-2159	44	15	306	306	NUM
ajlm-2159	44	16	million.24	million.24	NOUN
ajlm-2159	44	17	the	the	DET
ajlm-2159	44	18	nmah	nmah	NOUN
ajlm-2159	44	19	has	have	VERB
ajlm-2159	44	20	three	three	NUM
ajlm-2159	44	21	academic	academic	ADJ
ajlm-2159	44	22	arms	arm	NOUN
ajlm-2159	44	23	:	:	PUNCT
ajlm-2159	44	24	patient	patient	ADJ
ajlm-2159	44	25	management	management	NOUN
ajlm-2159	44	26	,	,	PUNCT
ajlm-2159	44	27	medical	medical	ADJ
ajlm-2159	44	28	training	training	NOUN
ajlm-2159	44	29	and	and	CCONJ
ajlm-2159	44	30	research	research	NOUN
ajlm-2159	44	31	,	,	PUNCT
ajlm-2159	44	32	with	with	SCONJ
ajlm-2159	44	33	the	the	DET
ajlm-2159	44	34	nhls	nhls	PROPN
ajlm-2159	44	35	pathology	pathology	PROPN
ajlm-2159	44	36	laboratory	laboratory	NOUN
ajlm-2159	44	37	attached	attach	VERB
ajlm-2159	44	38	to	to	ADP
ajlm-2159	44	39	it	it	PRON
ajlm-2159	44	40	.	.	PUNCT
ajlm-2159	45	1	the	the	DET
ajlm-2159	45	2	nmah	nmah	NOUN
ajlm-2159	45	3	is	be	AUX
ajlm-2159	45	4	the	the	DET
ajlm-2159	45	5	region	region	NOUN
ajlm-2159	45	6	’s	’s	PART
ajlm-2159	45	7	referral	referral	ADJ
ajlm-2159	45	8	hospital	hospital	NOUN
ajlm-2159	45	9	,	,	PUNCT
ajlm-2159	45	10	which	which	PRON
ajlm-2159	45	11	provides	provide	VERB
ajlm-2159	45	12	specialist	specialist	ADJ
ajlm-2159	45	13	medical	medical	ADJ
ajlm-2159	45	14	services	service	NOUN
ajlm-2159	45	15	and	and	CCONJ
ajlm-2159	45	16	has	have	VERB
ajlm-2159	45	17	a	a	DET
ajlm-2159	45	18	576	576	NUM
ajlm-2159	45	19	-	-	PUNCT
ajlm-2159	45	20	bed	bed	NOUN
ajlm-2159	45	21	capacity	capacity	NOUN
ajlm-2159	45	22	with	with	ADP
ajlm-2159	45	23	inpatient	inpatient	PROPN
ajlm-2159	45	24	wards	ward	NOUN
ajlm-2159	45	25	,	,	PUNCT
ajlm-2159	45	26	outpatient	outpatient	NOUN
ajlm-2159	45	27	clinics	clinic	NOUN
ajlm-2159	45	28	and	and	CCONJ
ajlm-2159	45	29	theatres.25	theatres.25	NOUN
ajlm-2159	45	30	study	study	VERB
ajlm-2159	45	31	data	datum	NOUN
ajlm-2159	45	32	and	and	CCONJ
ajlm-2159	45	33	variables	variable	NOUN
ajlm-2159	45	34	the	the	DET
ajlm-2159	45	35	study	study	NOUN
ajlm-2159	45	36	included	include	VERB
ajlm-2159	45	37	28	28	NUM
ajlm-2159	45	38	conveniently	conveniently	ADV
ajlm-2159	45	39	sampled	sample	VERB
ajlm-2159	45	40	laboratory	laboratory	NOUN
ajlm-2159	45	41	tests	test	NOUN
ajlm-2159	45	42	that	that	PRON
ajlm-2159	45	43	were	be	AUX
ajlm-2159	45	44	subjected	subject	VERB
ajlm-2159	45	45	to	to	ADP
ajlm-2159	45	46	egk	egk	VERB
ajlm-2159	45	47	.	.	PUNCT
ajlm-2159	46	1	secondary	secondary	ADJ
ajlm-2159	46	2	data	datum	NOUN
ajlm-2159	46	3	on	on	ADP
ajlm-2159	46	4	the	the	DET
ajlm-2159	46	5	number	number	NOUN
ajlm-2159	46	6	,	,	PUNCT
ajlm-2159	46	7	type	type	NOUN
ajlm-2159	46	8	and	and	CCONJ
ajlm-2159	46	9	costs	cost	NOUN
ajlm-2159	46	10	of	of	ADP
ajlm-2159	46	11	tests	test	NOUN
ajlm-2159	46	12	performed	perform	VERB
ajlm-2159	46	13	before	before	ADV
ajlm-2159	46	14	and	and	CCONJ
ajlm-2159	46	15	during	during	ADP
ajlm-2159	46	16	egk	egk	ADJ
ajlm-2159	46	17	intervention	intervention	NOUN
ajlm-2159	46	18	were	be	AUX
ajlm-2159	46	19	obtained	obtain	VERB
ajlm-2159	46	20	from	from	ADP
ajlm-2159	46	21	nhls	nhls	PROPN
ajlm-2159	46	22	monthly	monthly	ADJ
ajlm-2159	46	23	reports	report	NOUN
ajlm-2159	46	24	,	,	PUNCT
ajlm-2159	46	25	which	which	PRON
ajlm-2159	46	26	were	be	AUX
ajlm-2159	46	27	generated	generate	VERB
ajlm-2159	46	28	electronically	electronically	ADV
ajlm-2159	46	29	and	and	CCONJ
ajlm-2159	46	30	provided	provide	VERB
ajlm-2159	46	31	on	on	ADP
ajlm-2159	46	32	spreadsheets	spreadsheet	NOUN
ajlm-2159	46	33	using	use	VERB
ajlm-2159	46	34	microsoft	microsoft	PROPN
ajlm-2159	46	35	excel	excel	VERB
ajlm-2159	46	36	2016	2016	NUM
ajlm-2159	46	37	(	(	PUNCT
ajlm-2159	46	38	microsoft	microsoft	PROPN
ajlm-2159	46	39	corporation	corporation	PROPN
ajlm-2159	46	40	,	,	PUNCT
ajlm-2159	46	41	redmond	redmond	PROPN
ajlm-2159	46	42	,	,	PUNCT
ajlm-2159	46	43	washington	washington	PROPN
ajlm-2159	46	44	,	,	PUNCT
ajlm-2159	46	45	united	united	PROPN
ajlm-2159	46	46	states	states	PROPN
ajlm-2159	46	47	)	)	PUNCT
ajlm-2159	46	48	.	.	PUNCT
ajlm-2159	47	1	these	these	DET
ajlm-2159	47	2	reports	report	NOUN
ajlm-2159	47	3	are	be	AUX
ajlm-2159	47	4	routinely	routinely	ADV
ajlm-2159	47	5	supplied	supply	VERB
ajlm-2159	47	6	by	by	ADP
ajlm-2159	47	7	the	the	DET
ajlm-2159	47	8	nhls	nhls	PROPN
ajlm-2159	47	9	to	to	PART
ajlm-2159	47	10	nmah	nmah	ADV
ajlm-2159	47	11	to	to	PART
ajlm-2159	47	12	monitor	monitor	VERB
ajlm-2159	47	13	and	and	CCONJ
ajlm-2159	47	14	evaluate	evaluate	VERB
ajlm-2159	47	15	laboratory	laboratory	NOUN
ajlm-2159	47	16	accounts	account	NOUN
ajlm-2159	47	17	.	.	PUNCT
ajlm-2159	48	1	the	the	DET
ajlm-2159	48	2	variables	variable	NOUN
ajlm-2159	48	3	in	in	ADP
ajlm-2159	48	4	the	the	DET
ajlm-2159	48	5	reports	report	NOUN
ajlm-2159	48	6	include	include	VERB
ajlm-2159	48	7	the	the	DET
ajlm-2159	48	8	type	type	NOUN
ajlm-2159	48	9	of	of	ADP
ajlm-2159	48	10	tests	test	NOUN
ajlm-2159	48	11	,	,	PUNCT
ajlm-2159	48	12	number	number	NOUN
ajlm-2159	48	13	of	of	ADP
ajlm-2159	48	14	tests	test	NOUN
ajlm-2159	48	15	,	,	PUNCT
ajlm-2159	48	16	expenditure	expenditure	NOUN
ajlm-2159	48	17	on	on	ADP
ajlm-2159	48	18	the	the	DET
ajlm-2159	48	19	tests	test	NOUN
ajlm-2159	48	20	,	,	PUNCT
ajlm-2159	48	21	and	and	CCONJ
ajlm-2159	48	22	dates	date	VERB
ajlm-2159	48	23	the	the	DET
ajlm-2159	48	24	tests	test	NOUN
ajlm-2159	48	25	were	be	AUX
ajlm-2159	48	26	performed	perform	VERB
ajlm-2159	48	27	(	(	PUNCT
ajlm-2159	48	28	month	month	NOUN
ajlm-2159	48	29	and	and	CCONJ
ajlm-2159	48	30	year	year	NOUN
ajlm-2159	48	31	)	)	PUNCT
ajlm-2159	48	32	.	.	PUNCT
ajlm-2159	49	1	economic	economic	ADJ
ajlm-2159	49	2	analysis	analysis	NOUN
ajlm-2159	49	3	for	for	ADP
ajlm-2159	49	4	this	this	DET
ajlm-2159	49	5	study	study	NOUN
ajlm-2159	49	6	’s	’s	PART
ajlm-2159	49	7	economic	economic	ADJ
ajlm-2159	49	8	evaluation	evaluation	NOUN
ajlm-2159	49	9	,	,	PUNCT
ajlm-2159	49	10	only	only	ADV
ajlm-2159	49	11	the	the	DET
ajlm-2159	49	12	costs	cost	NOUN
ajlm-2159	49	13	of	of	ADP
ajlm-2159	49	14	the	the	DET
ajlm-2159	49	15	tests	test	NOUN
ajlm-2159	49	16	analysed	analyse	VERB
ajlm-2159	49	17	over	over	ADP
ajlm-2159	49	18	the	the	DET
ajlm-2159	49	19	four	four	NUM
ajlm-2159	49	20	-	-	PUNCT
ajlm-2159	49	21	year	year	NOUN
ajlm-2159	49	22	period	period	NOUN
ajlm-2159	49	23	were	be	AUX
ajlm-2159	49	24	included	include	VERB
ajlm-2159	49	25	in	in	ADP
ajlm-2159	49	26	the	the	DET
ajlm-2159	49	27	main	main	ADJ
ajlm-2159	49	28	analysis	analysis	NOUN
ajlm-2159	49	29	.	.	PUNCT
ajlm-2159	50	1	all	all	DET
ajlm-2159	50	2	monetary	monetary	ADJ
ajlm-2159	50	3	values	value	NOUN
ajlm-2159	50	4	were	be	AUX
ajlm-2159	50	5	converted	convert	VERB
ajlm-2159	50	6	from	from	ADP
ajlm-2159	50	7	south	south	ADJ
ajlm-2159	50	8	african	african	ADJ
ajlm-2159	50	9	rand	rand	NOUN
ajlm-2159	50	10	to	to	ADP
ajlm-2159	50	11	usd	usd	NOUN
ajlm-2159	50	12	using	use	VERB
ajlm-2159	50	13	a	a	DET
ajlm-2159	50	14	conversion	conversion	NOUN
ajlm-2159	50	15	rate	rate	NOUN
ajlm-2159	50	16	of	of	ADP
ajlm-2159	50	17	r14.92	r14.92	NOUN
ajlm-2159	50	18	to	to	ADP
ajlm-2159	50	19	$	$	SYM
ajlm-2159	50	20	1.00	1.00	NUM
ajlm-2159	50	21	usd	usd	NOUN
ajlm-2159	50	22	as	as	ADP
ajlm-2159	50	23	per	per	ADP
ajlm-2159	50	24	the	the	DET
ajlm-2159	50	25	south	south	ADJ
ajlm-2159	50	26	african	african	PROPN
ajlm-2159	50	27	reserve	reserve	PROPN
ajlm-2159	50	28	bank	bank	PROPN
ajlm-2159	50	29	exchange	exchange	NOUN
ajlm-2159	50	30	rate	rate	NOUN
ajlm-2159	50	31	on	on	ADP
ajlm-2159	50	32	17	17	NUM
ajlm-2159	50	33	march	march	PROPN
ajlm-2159	50	34	2021.26	2021.26	NUM
ajlm-2159	50	35	statistical	statistical	ADJ
ajlm-2159	50	36	analysis	analysis	NOUN
ajlm-2159	50	37	statistical	statistical	ADJ
ajlm-2159	50	38	analysis	analysis	NOUN
ajlm-2159	50	39	involved	involve	VERB
ajlm-2159	50	40	the	the	DET
ajlm-2159	50	41	use	use	NOUN
ajlm-2159	50	42	of	of	ADP
ajlm-2159	50	43	an	an	DET
ajlm-2159	50	44	itsa	itsa	NOUN
ajlm-2159	50	45	to	to	PART
ajlm-2159	50	46	analyse	analyse	VERB
ajlm-2159	50	47	changes	change	NOUN
ajlm-2159	50	48	in	in	ADP
ajlm-2159	50	49	expenditure	expenditure	NOUN
ajlm-2159	50	50	trends	trend	NOUN
ajlm-2159	50	51	.	.	PUNCT
ajlm-2159	51	1	the	the	DET
ajlm-2159	51	2	itsa	itsa	NOUN
ajlm-2159	51	3	,	,	PUNCT
ajlm-2159	51	4	also	also	ADV
ajlm-2159	51	5	termed	term	VERB
ajlm-2159	51	6	a	a	DET
ajlm-2159	51	7	regression	regression	NOUN
ajlm-2159	51	8	model	model	NOUN
ajlm-2159	51	9	,	,	PUNCT
ajlm-2159	51	10	is	be	AUX
ajlm-2159	51	11	most	most	ADV
ajlm-2159	51	12	suited	suited	ADJ
ajlm-2159	51	13	to	to	ADP
ajlm-2159	51	14	comparing	compare	VERB
ajlm-2159	51	15	the	the	DET
ajlm-2159	51	16	impact	impact	NOUN
ajlm-2159	51	17	of	of	ADP
ajlm-2159	51	18	interventions	intervention	NOUN
ajlm-2159	51	19	before	before	ADV
ajlm-2159	51	20	,	,	PUNCT
ajlm-2159	51	21	during	during	ADP
ajlm-2159	51	22	and	and	CCONJ
ajlm-2159	51	23	after	after	ADP
ajlm-2159	51	24	the	the	DET
ajlm-2159	51	25	event27,28,29	event27,28,29	NOUN
ajlm-2159	51	26	(	(	PUNCT
ajlm-2159	51	27	figure	figure	NOUN
ajlm-2159	51	28	2	2	NUM
ajlm-2159	51	29	)	)	PUNCT
ajlm-2159	51	30	.	.	PUNCT
ajlm-2159	52	1	this	this	PRON
ajlm-2159	52	2	allows	allow	VERB
ajlm-2159	52	3	for	for	ADP
ajlm-2159	52	4	the	the	DET
ajlm-2159	52	5	evaluation	evaluation	NOUN
ajlm-2159	52	6	of	of	ADP
ajlm-2159	52	7	interventions	intervention	NOUN
ajlm-2159	52	8	that	that	PRON
ajlm-2159	52	9	have	have	AUX
ajlm-2159	52	10	been	be	AUX
ajlm-2159	52	11	rolled	roll	VERB
ajlm-2159	52	12	out	out	ADP
ajlm-2159	52	13	at	at	ADP
ajlm-2159	52	14	well	well	ADV
ajlm-2159	52	15	-	-	PUNCT
ajlm-2159	52	16	defined	define	VERB
ajlm-2159	52	17	time	time	NOUN
ajlm-2159	52	18	points	point	NOUN
ajlm-2159	52	19	or	or	CCONJ
ajlm-2159	52	20	at	at	ADP
ajlm-2159	52	21	well	well	ADV
ajlm-2159	52	22	-	-	PUNCT
ajlm-2159	52	23	spaced	space	VERB
ajlm-2159	52	24	intervals	interval	NOUN
ajlm-2159	52	25	before	before	ADV
ajlm-2159	52	26	,	,	PUNCT
ajlm-2159	52	27	during	during	ADP
ajlm-2159	52	28	and	and	CCONJ
ajlm-2159	52	29	after	after	ADP
ajlm-2159	52	30	interventions.30,31	interventions.30,31	NOUN
ajlm-2159	52	31	statistical	statistical	ADJ
ajlm-2159	52	32	analyses	analysis	NOUN
ajlm-2159	52	33	were	be	AUX
ajlm-2159	52	34	conducted	conduct	VERB
ajlm-2159	52	35	using	use	VERB
ajlm-2159	52	36	stata	stata	NOUN
ajlm-2159	52	37	version	version	NOUN
ajlm-2159	52	38	14.2	14.2	NUM
ajlm-2159	52	39	(	(	PUNCT
ajlm-2159	52	40	statacorp	statacorp	PROPN
ajlm-2159	52	41	,	,	PUNCT
ajlm-2159	52	42	college	college	NOUN
ajlm-2159	52	43	station	station	NOUN
ajlm-2159	52	44	,	,	PUNCT
ajlm-2159	52	45	texas	texas	PROPN
ajlm-2159	52	46	,	,	PUNCT
ajlm-2159	52	47	united	united	PROPN
ajlm-2159	52	48	states	states	PROPN
ajlm-2159	52	49	)	)	PUNCT
ajlm-2159	52	50	.	.	PUNCT
ajlm-2159	53	1	newey	newey	PROPN
ajlm-2159	53	2	-	-	PUNCT
ajlm-2159	53	3	west	west	PROPN
ajlm-2159	53	4	standard	standard	ADJ
ajlm-2159	53	5	errors	error	NOUN
ajlm-2159	53	6	were	be	AUX
ajlm-2159	53	7	reported	report	VERB
ajlm-2159	53	8	to	to	PART
ajlm-2159	53	9	account	account	VERB
ajlm-2159	53	10	for	for	ADP
ajlm-2159	53	11	autocorrelation	autocorrelation	NOUN
ajlm-2159	53	12	.	.	PUNCT
ajlm-2159	54	1	we	we	PRON
ajlm-2159	54	2	assumed	assume	VERB
ajlm-2159	54	3	that	that	SCONJ
ajlm-2159	54	4	the	the	DET
ajlm-2159	54	5	outcome	outcome	NOUN
ajlm-2159	54	6	variable	variable	NOUN
ajlm-2159	54	7	would	would	AUX
ajlm-2159	54	8	not	not	PART
ajlm-2159	54	9	be	be	AUX
ajlm-2159	54	10	altered	alter	VERB
ajlm-2159	54	11	without	without	ADP
ajlm-2159	54	12	the	the	DET
ajlm-2159	54	13	egk	egk	ADJ
ajlm-2159	54	14	intervention	intervention	NOUN
ajlm-2159	54	15	,	,	PUNCT
ajlm-2159	54	16	that	that	ADV
ajlm-2159	54	17	is	is	ADV
ajlm-2159	54	18	,	,	PUNCT
ajlm-2159	54	19	the	the	DET
ajlm-2159	54	20	pre	pre	ADJ
ajlm-2159	54	21	-	-	ADJ
ajlm-2159	54	22	intervention	intervention	ADJ
ajlm-2159	54	23	trend	trend	NOUN
ajlm-2159	54	24	would	would	AUX
ajlm-2159	54	25	continue	continue	VERB
ajlm-2159	54	26	unchanged	unchanged	ADJ
ajlm-2159	54	27	.	.	PUNCT
ajlm-2159	55	1	figure	figure	NOUN
ajlm-2159	55	2	2	2	NUM
ajlm-2159	55	3	:	:	PUNCT
ajlm-2159	55	4	interrupted	interrupt	VERB
ajlm-2159	55	5	time	time	NOUN
ajlm-2159	55	6	series	series	PROPN
ajlm-2159	55	7	analysis	analysis	NOUN
ajlm-2159	55	8	model	model	NOUN
ajlm-2159	55	9	equation	equation	NOUN
ajlm-2159	55	10	used	use	VERB
ajlm-2159	55	11	to	to	PART
ajlm-2159	55	12	estimate	estimate	VERB
ajlm-2159	55	13	the	the	DET
ajlm-2159	55	14	effects	effect	NOUN
ajlm-2159	55	15	of	of	ADP
ajlm-2159	55	16	electronic	electronic	ADJ
ajlm-2159	55	17	gatekeeping	gatekeeping	NOUN
ajlm-2159	55	18	intervention	intervention	NOUN
ajlm-2159	55	19	on	on	ADP
ajlm-2159	55	20	expenditure	expenditure	NOUN
ajlm-2159	55	21	at	at	ADP
ajlm-2159	55	22	nelson	nelson	PROPN
ajlm-2159	55	23	mandela	mandela	PROPN
ajlm-2159	55	24	academic	academic	ADJ
ajlm-2159	55	25	hospital	hospital	NOUN
ajlm-2159	55	26	,	,	PUNCT
ajlm-2159	55	27	south	south	PROPN
ajlm-2159	55	28	africa	africa	PROPN
ajlm-2159	55	29	,	,	PUNCT
ajlm-2159	55	30	between	between	ADP
ajlm-2159	55	31	01	01	NUM
ajlm-2159	55	32	june	june	PROPN
ajlm-2159	55	33	2015	2015	NUM
ajlm-2159	55	34	and	and	CCONJ
ajlm-2159	55	35	31	31	NUM
ajlm-2159	55	36	may	may	PROPN
ajlm-2159	55	37	2017	2017	NUM
ajlm-2159	55	38	.	.	PUNCT
ajlm-2159	56	1	results	result	NOUN
ajlm-2159	56	2	regression	regression	VERB
ajlm-2159	56	3	analysis	analysis	NOUN
ajlm-2159	56	4	on	on	ADP
ajlm-2159	56	5	expenditure	expenditure	NOUN
ajlm-2159	56	6	before	before	ADP
ajlm-2159	56	7	and	and	CCONJ
ajlm-2159	56	8	during	during	ADP
ajlm-2159	56	9	electronic	electronic	ADJ
ajlm-2159	56	10	gatekeeping	gatekeeping	NOUN
ajlm-2159	56	11	intervention	intervention	NOUN
ajlm-2159	56	12	of	of	ADP
ajlm-2159	56	13	the	the	DET
ajlm-2159	56	14	28	28	NUM
ajlm-2159	56	15	tests	test	NOUN
ajlm-2159	56	16	analysed	analyse	VERB
ajlm-2159	56	17	,	,	PUNCT
ajlm-2159	56	18	20	20	NUM
ajlm-2159	56	19	tests	test	NOUN
ajlm-2159	56	20	demonstrated	demonstrate	VERB
ajlm-2159	56	21	an	an	DET
ajlm-2159	56	22	increasing	increase	VERB
ajlm-2159	56	23	expenditure	expenditure	NOUN
ajlm-2159	56	24	trend	trend	NOUN
ajlm-2159	56	25	before	before	ADP
ajlm-2159	56	26	the	the	DET
ajlm-2159	56	27	implementation	implementation	NOUN
ajlm-2159	56	28	of	of	ADP
ajlm-2159	56	29	the	the	DET
ajlm-2159	56	30	intervention	intervention	NOUN
ajlm-2159	56	31	,	,	PUNCT
ajlm-2159	56	32	while	while	SCONJ
ajlm-2159	56	33	the	the	DET
ajlm-2159	56	34	remaining	remain	VERB
ajlm-2159	56	35	eight	eight	NUM
ajlm-2159	56	36	tests	test	NOUN
ajlm-2159	56	37	showed	show	VERB
ajlm-2159	56	38	a	a	DET
ajlm-2159	56	39	decreasing	decrease	VERB
ajlm-2159	56	40	expenditure	expenditure	NOUN
ajlm-2159	56	41	trend	trend	NOUN
ajlm-2159	56	42	.	.	PUNCT
ajlm-2159	57	1	these	these	DET
ajlm-2159	57	2	eight	eight	NUM
ajlm-2159	57	3	tests	test	NOUN
ajlm-2159	57	4	were	be	AUX
ajlm-2159	57	5	phosphorus	phosphorus	NOUN
ajlm-2159	57	6	,	,	PUNCT
ajlm-2159	57	7	cholesterol	cholesterol	NOUN
ajlm-2159	57	8	,	,	PUNCT
ajlm-2159	57	9	triglycerides	triglyceride	NOUN
ajlm-2159	57	10	,	,	PUNCT
ajlm-2159	57	11	high	high	ADJ
ajlm-2159	57	12	-	-	PUNCT
ajlm-2159	57	13	density	density	NOUN
ajlm-2159	57	14	lipoprotein	lipoprotein	NOUN
ajlm-2159	57	15	,	,	PUNCT
ajlm-2159	57	16	hepatitis	hepatitis	NOUN
ajlm-2159	57	17	a	a	DET
ajlm-2159	57	18	immunoglobulin	immunoglobulin	NOUN
ajlm-2159	57	19	m	m	PROPN
ajlm-2159	57	20	,	,	PUNCT
ajlm-2159	57	21	hepatitis	hepatitis	PROPN
ajlm-2159	57	22	b	b	PROPN
ajlm-2159	57	23	surface	surface	NOUN
ajlm-2159	57	24	antigen	antigen	ADV
ajlm-2159	57	25	,	,	PUNCT
ajlm-2159	57	26	hepatitis	hepatitis	PROPN
ajlm-2159	57	27	b	b	PROPN
ajlm-2159	57	28	surface	surface	NOUN
ajlm-2159	57	29	antibody	antibody	NOUN
ajlm-2159	57	30	,	,	PUNCT
ajlm-2159	57	31	and	and	CCONJ
ajlm-2159	57	32	hepatitis	hepatitis	NOUN
ajlm-2159	57	33	c	c	NOUN
ajlm-2159	57	34	antibody	antibody	NOUN
ajlm-2159	57	35	tests	test	NOUN
ajlm-2159	57	36	.	.	PUNCT
ajlm-2159	58	1	in	in	ADP
ajlm-2159	58	2	the	the	DET
ajlm-2159	58	3	first	first	ADJ
ajlm-2159	58	4	month	month	NOUN
ajlm-2159	58	5	of	of	ADP
ajlm-2159	58	6	the	the	DET
ajlm-2159	58	7	intervention	intervention	NOUN
ajlm-2159	58	8	,	,	PUNCT
ajlm-2159	58	9	27	27	NUM
ajlm-2159	58	10	of	of	ADP
ajlm-2159	58	11	the	the	DET
ajlm-2159	58	12	28	28	NUM
ajlm-2159	58	13	tests	test	NOUN
ajlm-2159	58	14	demonstrated	demonstrate	VERB
ajlm-2159	58	15	a	a	DET
ajlm-2159	58	16	decreasing	decrease	VERB
ajlm-2159	58	17	expenditure	expenditure	NOUN
ajlm-2159	58	18	trend	trend	NOUN
ajlm-2159	58	19	,	,	PUNCT
ajlm-2159	58	20	with	with	ADP
ajlm-2159	58	21	only	only	ADV
ajlm-2159	58	22	hepatitis	hepatitis	PROPN
ajlm-2159	58	23	b	b	PROPN
ajlm-2159	58	24	surface	surface	NOUN
ajlm-2159	58	25	antibody	antibody	NOUN
ajlm-2159	58	26	demonstrating	demonstrate	VERB
ajlm-2159	58	27	an	an	DET
ajlm-2159	58	28	increasing	increase	VERB
ajlm-2159	58	29	trend	trend	NOUN
ajlm-2159	58	30	.	.	PUNCT
ajlm-2159	59	1	in	in	ADP
ajlm-2159	59	2	the	the	DET
ajlm-2159	59	3	months	month	NOUN
ajlm-2159	59	4	following	follow	VERB
ajlm-2159	59	5	the	the	DET
ajlm-2159	59	6	first	first	ADJ
ajlm-2159	59	7	month	month	NOUN
ajlm-2159	59	8	of	of	ADP
ajlm-2159	59	9	the	the	DET
ajlm-2159	59	10	intervention	intervention	NOUN
ajlm-2159	59	11	–	–	PUNCT
ajlm-2159	59	12	june	june	PROPN
ajlm-2159	59	13	2015	2015	NUM
ajlm-2159	59	14	to	to	ADP
ajlm-2159	59	15	may	may	PROPN
ajlm-2159	59	16	2017	2017	NUM
ajlm-2159	59	17	–	–	PUNCT
ajlm-2159	59	18	the	the	DET
ajlm-2159	59	19	trajectory	trajectory	NOUN
ajlm-2159	59	20	of	of	ADP
ajlm-2159	59	21	the	the	DET
ajlm-2159	59	22	expenditure	expenditure	NOUN
ajlm-2159	59	23	for	for	ADP
ajlm-2159	59	24	64	64	NUM
ajlm-2159	59	25	%	%	NOUN
ajlm-2159	59	26	(	(	PUNCT
ajlm-2159	59	27	18/28	18/28	NUM
ajlm-2159	59	28	)	)	PUNCT
ajlm-2159	59	29	of	of	ADP
ajlm-2159	59	30	the	the	DET
ajlm-2159	59	31	tests	test	NOUN
ajlm-2159	59	32	continued	continue	VERB
ajlm-2159	59	33	a	a	DET
ajlm-2159	59	34	decreasing	decrease	VERB
ajlm-2159	59	35	trend	trend	NOUN
ajlm-2159	59	36	,	,	PUNCT
ajlm-2159	59	37	whereas	whereas	SCONJ
ajlm-2159	59	38	the	the	DET
ajlm-2159	59	39	remaining	remain	VERB
ajlm-2159	59	40	36	36	NUM
ajlm-2159	59	41	%	%	NOUN
ajlm-2159	59	42	(	(	PUNCT
ajlm-2159	59	43	10/28	10/28	NUM
ajlm-2159	59	44	)	)	PUNCT
ajlm-2159	59	45	continued	continue	VERB
ajlm-2159	59	46	an	an	DET
ajlm-2159	59	47	increasing	increase	VERB
ajlm-2159	59	48	trend	trend	NOUN
ajlm-2159	59	49	.	.	PUNCT
ajlm-2159	60	1	these	these	DET
ajlm-2159	60	2	tests	test	NOUN
ajlm-2159	60	3	were	be	AUX
ajlm-2159	60	4	glycated	glycate	VERB
ajlm-2159	60	5	haemoglobin	haemoglobin	NOUN
ajlm-2159	60	6	,	,	PUNCT
ajlm-2159	60	7	phosphorus	phosphorus	NOUN
ajlm-2159	60	8	,	,	PUNCT
ajlm-2159	60	9	cholesterol	cholesterol	NOUN
ajlm-2159	60	10	,	,	PUNCT
ajlm-2159	60	11	triglycerides	triglyceride	NOUN
ajlm-2159	60	12	,	,	PUNCT
ajlm-2159	60	13	c	c	NOUN
ajlm-2159	60	14	-	-	PUNCT
ajlm-2159	60	15	reactive	reactive	ADJ
ajlm-2159	60	16	protein	protein	NOUN
ajlm-2159	60	17	,	,	PUNCT
ajlm-2159	60	18	thyroid	thyroid	NOUN
ajlm-2159	60	19	stimulating	stimulate	VERB
ajlm-2159	60	20	hormone	hormone	NOUN
ajlm-2159	60	21	,	,	PUNCT
ajlm-2159	60	22	hepatitis	hepatitis	NOUN
ajlm-2159	60	23	a	a	DET
ajlm-2159	60	24	immunoglobulin	immunoglobulin	NOUN
ajlm-2159	60	25	m	m	PROPN
ajlm-2159	60	26	,	,	PUNCT
ajlm-2159	60	27	hepatitis	hepatitis	PROPN
ajlm-2159	60	28	b	b	PROPN
ajlm-2159	60	29	surface	surface	NOUN
ajlm-2159	60	30	antigen	antigen	ADV
ajlm-2159	60	31	,	,	PUNCT
ajlm-2159	60	32	hepatitis	hepatitis	PROPN
ajlm-2159	60	33	b	b	PROPN
ajlm-2159	60	34	surface	surface	NOUN
ajlm-2159	60	35	antibody	antibody	NOUN
ajlm-2159	60	36	,	,	PUNCT
ajlm-2159	60	37	and	and	CCONJ
ajlm-2159	60	38	hepatitis	hepatitis	NOUN
ajlm-2159	60	39	c	c	NOUN
ajlm-2159	60	40	antibody	antibody	NOUN
ajlm-2159	60	41	.	.	PUNCT
ajlm-2159	61	1	for	for	ADP
ajlm-2159	61	2	ease	ease	NOUN
ajlm-2159	61	3	of	of	ADP
ajlm-2159	61	4	interpretation	interpretation	NOUN
ajlm-2159	61	5	of	of	ADP
ajlm-2159	61	6	the	the	DET
ajlm-2159	61	7	results	result	NOUN
ajlm-2159	61	8	,	,	PUNCT
ajlm-2159	61	9	all	all	DET
ajlm-2159	61	10	tests	test	NOUN
ajlm-2159	61	11	presented	present	VERB
ajlm-2159	61	12	hereafter	hereafter	ADV
ajlm-2159	61	13	are	be	AUX
ajlm-2159	61	14	categorised	categorise	VERB
ajlm-2159	61	15	according	accord	VERB
ajlm-2159	61	16	to	to	ADP
ajlm-2159	61	17	their	their	PRON
ajlm-2159	61	18	clinical	clinical	ADJ
ajlm-2159	61	19	significance	significance	NOUN
ajlm-2159	61	20	.	.	PUNCT
ajlm-2159	62	1	evaluation	evaluation	NOUN
ajlm-2159	62	2	of	of	ADP
ajlm-2159	62	3	trends	trend	NOUN
ajlm-2159	62	4	in	in	ADP
ajlm-2159	62	5	expenditure	expenditure	NOUN
ajlm-2159	62	6	before	before	ADP
ajlm-2159	62	7	and	and	CCONJ
ajlm-2159	62	8	during	during	ADP
ajlm-2159	62	9	electronic	electronic	ADJ
ajlm-2159	62	10	gatekeeping	gatekeeping	NOUN
ajlm-2159	62	11	intervention	intervention	NOUN
ajlm-2159	62	12	kidney	kidney	NOUN
ajlm-2159	62	13	function	function	NOUN
ajlm-2159	62	14	tests	test	NOUN
ajlm-2159	62	15	–	–	PUNCT
ajlm-2159	62	16	urea	urea	NOUN
ajlm-2159	62	17	and	and	CCONJ
ajlm-2159	62	18	creatinine	creatinine	NOUN
ajlm-2159	62	19	the	the	DET
ajlm-2159	62	20	expenditure	expenditure	NOUN
ajlm-2159	62	21	on	on	ADP
ajlm-2159	62	22	kidney	kidney	NOUN
ajlm-2159	62	23	function	function	NOUN
ajlm-2159	62	24	-	-	PUNCT
ajlm-2159	62	25	related	relate	VERB
ajlm-2159	62	26	tests	test	NOUN
ajlm-2159	62	27	(	(	PUNCT
ajlm-2159	62	28	creatinine	creatinine	NOUN
ajlm-2159	62	29	and	and	CCONJ
ajlm-2159	62	30	urea	urea	NOUN
ajlm-2159	62	31	)	)	PUNCT
ajlm-2159	62	32	demonstrated	demonstrate	VERB
ajlm-2159	62	33	a	a	DET
ajlm-2159	62	34	significant	significant	ADJ
ajlm-2159	62	35	monthly	monthly	ADJ
ajlm-2159	62	36	increase	increase	NOUN
ajlm-2159	62	37	prior	prior	ADV
ajlm-2159	62	38	to	to	ADP
ajlm-2159	62	39	the	the	DET
ajlm-2159	62	40	intervention	intervention	NOUN
ajlm-2159	62	41	.	.	PUNCT
ajlm-2159	63	1	in	in	ADP
ajlm-2159	63	2	the	the	DET
ajlm-2159	63	3	first	first	ADJ
ajlm-2159	63	4	month	month	NOUN
ajlm-2159	63	5	of	of	ADP
ajlm-2159	63	6	the	the	DET
ajlm-2159	63	7	intervention	intervention	NOUN
ajlm-2159	63	8	,	,	PUNCT
ajlm-2159	63	9	the	the	DET
ajlm-2159	63	10	expenditure	expenditure	NOUN
ajlm-2159	63	11	decreased	decrease	VERB
ajlm-2159	63	12	significantly	significantly	ADV
ajlm-2159	63	13	for	for	ADP
ajlm-2159	63	14	creatinine	creatinine	NOUN
ajlm-2159	63	15	(	(	PUNCT
ajlm-2159	63	16	$	$	SYM
ajlm-2159	63	17	856.95	856.95	NUM
ajlm-2159	63	18	usd	usd	NOUN
ajlm-2159	63	19	reduction	reduction	NOUN
ajlm-2159	63	20	,	,	PUNCT
ajlm-2159	63	21	p	p	X
ajlm-2159	63	22	=	=	NOUN
ajlm-2159	63	23	0.002	0.002	NUM
ajlm-2159	63	24	)	)	PUNCT
ajlm-2159	63	25	and	and	CCONJ
ajlm-2159	63	26	urea	urea	NOUN
ajlm-2159	63	27	(	(	PUNCT
ajlm-2159	63	28	$	$	SYM
ajlm-2159	63	29	817.60	817.60	NUM
ajlm-2159	63	30	usd	usd	NOUN
ajlm-2159	63	31	reduction	reduction	NOUN
ajlm-2159	63	32	,	,	PUNCT
ajlm-2159	63	33	p	p	X
ajlm-2159	63	34	=	=	NOUN
ajlm-2159	63	35	0.002	0.002	NUM
ajlm-2159	63	36	)	)	PUNCT
ajlm-2159	63	37	.	.	PUNCT
ajlm-2159	64	1	this	this	PRON
ajlm-2159	64	2	was	be	AUX
ajlm-2159	64	3	followed	follow	VERB
ajlm-2159	64	4	by	by	ADP
ajlm-2159	64	5	an	an	DET
ajlm-2159	64	6	insignificant	insignificant	ADJ
ajlm-2159	64	7	decreasing	decrease	VERB
ajlm-2159	64	8	trend	trend	NOUN
ajlm-2159	64	9	in	in	ADP
ajlm-2159	64	10	monthly	monthly	ADJ
ajlm-2159	64	11	expenditure	expenditure	NOUN
ajlm-2159	64	12	for	for	ADP
ajlm-2159	64	13	both	both	DET
ajlm-2159	64	14	tests	test	NOUN
ajlm-2159	64	15	.	.	PUNCT
ajlm-2159	65	1	after	after	ADP
ajlm-2159	65	2	the	the	DET
ajlm-2159	65	3	first	first	ADJ
ajlm-2159	65	4	month	month	NOUN
ajlm-2159	65	5	of	of	ADP
ajlm-2159	65	6	the	the	DET
ajlm-2159	65	7	intervention	intervention	NOUN
ajlm-2159	65	8	,	,	PUNCT
ajlm-2159	65	9	the	the	DET
ajlm-2159	65	10	expenditures	expenditure	NOUN
ajlm-2159	65	11	for	for	ADP
ajlm-2159	65	12	both	both	DET
ajlm-2159	65	13	creatinine	creatinine	NOUN
ajlm-2159	65	14	(	(	PUNCT
ajlm-2159	65	15	$	$	SYM
ajlm-2159	65	16	36.29	36.29	NUM
ajlm-2159	65	17	usd	usd	NOUN
ajlm-2159	65	18	increase	increase	NOUN
ajlm-2159	65	19	,	,	PUNCT
ajlm-2159	65	20	p	p	X
ajlm-2159	65	21	=	=	NOUN
ajlm-2159	65	22	0.007	0.007	NUM
ajlm-2159	65	23	)	)	PUNCT
ajlm-2159	65	24	and	and	CCONJ
ajlm-2159	65	25	urea	urea	NOUN
ajlm-2159	65	26	(	(	PUNCT
ajlm-2159	65	27	$	$	SYM
ajlm-2159	65	28	32.11	32.11	NUM
ajlm-2159	65	29	usd	usd	NOUN
ajlm-2159	65	30	increase	increase	NOUN
ajlm-2159	65	31	,	,	PUNCT
ajlm-2159	65	32	p	p	NOUN
ajlm-2159	65	33	=	=	NOUN
ajlm-2159	65	34	0.011	0.011	NUM
ajlm-2159	65	35	)	)	PUNCT
ajlm-2159	65	36	were	be	AUX
ajlm-2159	65	37	estimated	estimate	VERB
ajlm-2159	65	38	to	to	PART
ajlm-2159	65	39	increase	increase	VERB
ajlm-2159	65	40	significantly	significantly	ADV
ajlm-2159	65	41	every	every	DET
ajlm-2159	65	42	month	month	NOUN
ajlm-2159	65	43	(	(	PUNCT
ajlm-2159	65	44	online	online	ADJ
ajlm-2159	65	45	supplementary	supplementary	ADJ
ajlm-2159	65	46	figure	figure	NOUN
ajlm-2159	65	47	1	1	NUM
ajlm-2159	65	48	and	and	CCONJ
ajlm-2159	65	49	online	online	ADJ
ajlm-2159	65	50	supplementary	supplementary	ADJ
ajlm-2159	65	51	table	table	NOUN
ajlm-2159	65	52	1	1	NUM
ajlm-2159	65	53	)	)	PUNCT
ajlm-2159	65	54	.	.	PUNCT
ajlm-2159	66	1	bone	bone	NOUN
ajlm-2159	66	2	and	and	CCONJ
ajlm-2159	66	3	mineral	mineral	NOUN
ajlm-2159	66	4	metabolism	metabolism	NOUN
ajlm-2159	66	5	-	-	PUNCT
ajlm-2159	66	6	related	relate	VERB
ajlm-2159	66	7	tests	test	NOUN
ajlm-2159	66	8	–	–	PUNCT
ajlm-2159	66	9	calcium	calcium	NOUN
ajlm-2159	66	10	,	,	PUNCT
ajlm-2159	66	11	magnesium	magnesium	NOUN
ajlm-2159	66	12	and	and	CCONJ
ajlm-2159	66	13	phosphorus	phosphorus	NOUN
ajlm-2159	66	14	before	before	ADP
ajlm-2159	66	15	the	the	DET
ajlm-2159	66	16	intervention	intervention	NOUN
ajlm-2159	66	17	,	,	PUNCT
ajlm-2159	66	18	the	the	DET
ajlm-2159	66	19	expenditures	expenditure	NOUN
ajlm-2159	66	20	on	on	ADP
ajlm-2159	66	21	calcium	calcium	NOUN
ajlm-2159	66	22	and	and	CCONJ
ajlm-2159	66	23	magnesium	magnesium	NOUN
ajlm-2159	66	24	tests	test	NOUN
ajlm-2159	66	25	demonstrated	demonstrate	VERB
ajlm-2159	66	26	statistically	statistically	ADV
ajlm-2159	66	27	insignificant	insignificant	ADJ
ajlm-2159	66	28	increases	increase	NOUN
ajlm-2159	66	29	every	every	DET
ajlm-2159	66	30	month	month	NOUN
ajlm-2159	66	31	,	,	PUNCT
ajlm-2159	66	32	while	while	SCONJ
ajlm-2159	66	33	expenditure	expenditure	NOUN
ajlm-2159	66	34	on	on	ADP
ajlm-2159	66	35	phosphate	phosphate	ADJ
ajlm-2159	66	36	tests	test	NOUN
ajlm-2159	66	37	decreased	decrease	VERB
ajlm-2159	66	38	insignificantly	insignificantly	ADV
ajlm-2159	66	39	.	.	PUNCT
ajlm-2159	67	1	in	in	ADP
ajlm-2159	67	2	the	the	DET
ajlm-2159	67	3	first	first	ADJ
ajlm-2159	67	4	month	month	NOUN
ajlm-2159	67	5	of	of	ADP
ajlm-2159	67	6	the	the	DET
ajlm-2159	67	7	intervention	intervention	NOUN
ajlm-2159	67	8	,	,	PUNCT
ajlm-2159	67	9	there	there	PRON
ajlm-2159	67	10	was	be	VERB
ajlm-2159	67	11	a	a	DET
ajlm-2159	67	12	notable	notable	ADJ
ajlm-2159	67	13	decrease	decrease	NOUN
ajlm-2159	67	14	in	in	ADP
ajlm-2159	67	15	expenditure	expenditure	NOUN
ajlm-2159	67	16	on	on	ADP
ajlm-2159	67	17	all	all	DET
ajlm-2159	67	18	these	these	DET
ajlm-2159	67	19	three	three	NUM
ajlm-2159	67	20	tests	test	NOUN
ajlm-2159	67	21	,	,	PUNCT
ajlm-2159	67	22	with	with	ADP
ajlm-2159	67	23	a	a	DET
ajlm-2159	67	24	statistically	statistically	ADV
ajlm-2159	67	25	significant	significant	ADJ
ajlm-2159	67	26	decrease	decrease	NOUN
ajlm-2159	67	27	in	in	ADP
ajlm-2159	67	28	expenditure	expenditure	NOUN
ajlm-2159	67	29	on	on	ADP
ajlm-2159	67	30	calcium	calcium	NOUN
ajlm-2159	67	31	tests	test	NOUN
ajlm-2159	67	32	(	(	PUNCT
ajlm-2159	67	33	$	$	SYM
ajlm-2159	67	34	667.38	667.38	NUM
ajlm-2159	67	35	usd	usd	NOUN
ajlm-2159	67	36	decrease	decrease	NOUN
ajlm-2159	67	37	,	,	PUNCT
ajlm-2159	67	38	p	p	X
ajlm-2159	67	39	<	<	X
ajlm-2159	67	40	0.001	0.001	NUM
ajlm-2159	67	41	)	)	PUNCT
ajlm-2159	67	42	and	and	CCONJ
ajlm-2159	67	43	magnesium	magnesium	NOUN
ajlm-2159	67	44	tests	test	NOUN
ajlm-2159	67	45	(	(	PUNCT
ajlm-2159	67	46	$	$	SYM
ajlm-2159	67	47	754.78	754.78	NUM
ajlm-2159	67	48	usd	usd	NOUN
ajlm-2159	67	49	decrease	decrease	NOUN
ajlm-2159	67	50	,	,	PUNCT
ajlm-2159	67	51	p	p	X
ajlm-2159	67	52	<	<	X
ajlm-2159	67	53	0.001	0.001	NUM
ajlm-2159	67	54	)	)	PUNCT
ajlm-2159	67	55	.	.	PUNCT
ajlm-2159	68	1	expenditure	expenditure	NOUN
ajlm-2159	68	2	on	on	ADP
ajlm-2159	68	3	phosphate	phosphate	ADJ
ajlm-2159	68	4	tests	test	NOUN
ajlm-2159	68	5	decreased	decrease	VERB
ajlm-2159	68	6	(	(	PUNCT
ajlm-2159	68	7	$	$	SYM
ajlm-2159	68	8	408.63	408.63	NUM
ajlm-2159	68	9	usd	usd	NOUN
ajlm-2159	68	10	decrease	decrease	NOUN
ajlm-2159	68	11	,	,	PUNCT
ajlm-2159	68	12	p	p	NOUN
ajlm-2159	68	13	=	=	NOUN
ajlm-2159	68	14	0.178	0.178	NUM
ajlm-2159	68	15	)	)	PUNCT
ajlm-2159	68	16	as	as	ADV
ajlm-2159	68	17	well	well	ADV
ajlm-2159	68	18	but	but	CCONJ
ajlm-2159	68	19	not	not	PART
ajlm-2159	68	20	significantly	significantly	ADV
ajlm-2159	68	21	.	.	PUNCT
ajlm-2159	69	1	after	after	ADP
ajlm-2159	69	2	the	the	DET
ajlm-2159	69	3	first	first	ADJ
ajlm-2159	69	4	month	month	NOUN
ajlm-2159	69	5	of	of	ADP
ajlm-2159	69	6	the	the	DET
ajlm-2159	69	7	intervention	intervention	NOUN
ajlm-2159	69	8	,	,	PUNCT
ajlm-2159	69	9	expenditures	expenditure	NOUN
ajlm-2159	69	10	on	on	ADP
ajlm-2159	69	11	all	all	DET
ajlm-2159	69	12	three	three	NUM
ajlm-2159	69	13	tests	test	NOUN
ajlm-2159	69	14	were	be	AUX
ajlm-2159	69	15	estimated	estimate	VERB
ajlm-2159	69	16	to	to	PART
ajlm-2159	69	17	decrease	decrease	VERB
ajlm-2159	69	18	insignificantly	insignificantly	ADV
ajlm-2159	69	19	every	every	DET
ajlm-2159	69	20	month	month	NOUN
ajlm-2159	69	21	for	for	ADP
ajlm-2159	69	22	calcium	calcium	NOUN
ajlm-2159	69	23	(	(	PUNCT
ajlm-2159	69	24	$	$	SYM
ajlm-2159	69	25	7.25	7.25	NUM
ajlm-2159	69	26	usd	usd	NOUN
ajlm-2159	69	27	decrease	decrease	NOUN
ajlm-2159	69	28	,	,	PUNCT
ajlm-2159	69	29	p	p	X
ajlm-2159	69	30	=	=	PROPN
ajlm-2159	69	31	0.139	0.139	NUM
ajlm-2159	69	32	)	)	PUNCT
ajlm-2159	69	33	,	,	PUNCT
ajlm-2159	69	34	magnesium	magnesium	NOUN
ajlm-2159	69	35	(	(	PUNCT
ajlm-2159	69	36	$	$	SYM
ajlm-2159	69	37	4.13	4.13	NUM
ajlm-2159	69	38	usd	usd	NOUN
ajlm-2159	69	39	decrease	decrease	NOUN
ajlm-2159	69	40	,	,	PUNCT
ajlm-2159	69	41	p	p	NOUN
ajlm-2159	69	42	=	=	NOUN
ajlm-2159	69	43	0.38	0.38	NUM
ajlm-2159	69	44	)	)	PUNCT
ajlm-2159	69	45	and	and	CCONJ
ajlm-2159	69	46	phosphate	phosphate	VERB
ajlm-2159	69	47	(	(	PUNCT
ajlm-2159	69	48	$	$	SYM
ajlm-2159	69	49	4.46	4.46	NUM
ajlm-2159	69	50	usd	usd	NOUN
ajlm-2159	69	51	decrease	decrease	NOUN
ajlm-2159	69	52	,	,	PUNCT
ajlm-2159	69	53	p	p	NOUN
ajlm-2159	69	54	=	=	NOUN
ajlm-2159	69	55	0.290	0.290	NUM
ajlm-2159	69	56	)	)	PUNCT
ajlm-2159	69	57	(	(	PUNCT
ajlm-2159	69	58	online	online	ADJ
ajlm-2159	69	59	supplementary	supplementary	ADJ
ajlm-2159	69	60	figure	figure	NOUN
ajlm-2159	69	61	2	2	NUM
ajlm-2159	69	62	and	and	CCONJ
ajlm-2159	69	63	online	online	ADJ
ajlm-2159	69	64	supplementary	supplementary	ADJ
ajlm-2159	69	65	table	table	NOUN
ajlm-2159	69	66	2	2	NUM
ajlm-2159	69	67	)	)	PUNCT
ajlm-2159	69	68	.	.	PUNCT
ajlm-2159	70	1	indicator	indicator	PROPN
ajlm-2159	70	2	test	test	NOUN
ajlm-2159	70	3	for	for	ADP
ajlm-2159	70	4	long	long	ADJ
ajlm-2159	70	5	-	-	PUNCT
ajlm-2159	70	6	term	term	NOUN
ajlm-2159	70	7	glycaemic	glycaemic	ADJ
ajlm-2159	70	8	control	control	NOUN
ajlm-2159	70	9	–	–	PUNCT
ajlm-2159	70	10	glycated	glycate	VERB
ajlm-2159	70	11	haemoglobin	haemoglobin	NOUN
ajlm-2159	70	12	there	there	PRON
ajlm-2159	70	13	was	be	VERB
ajlm-2159	70	14	a	a	DET
ajlm-2159	70	15	statistically	statistically	ADV
ajlm-2159	70	16	insignificant	insignificant	ADJ
ajlm-2159	70	17	increase	increase	NOUN
ajlm-2159	70	18	in	in	ADP
ajlm-2159	70	19	monthly	monthly	ADJ
ajlm-2159	70	20	expenditure	expenditure	NOUN
ajlm-2159	70	21	for	for	ADP
ajlm-2159	70	22	glycated	glycate	VERB
ajlm-2159	70	23	haemoglobin	haemoglobin	NOUN
ajlm-2159	70	24	tests	test	NOUN
ajlm-2159	70	25	before	before	ADP
ajlm-2159	70	26	the	the	DET
ajlm-2159	70	27	intervention	intervention	NOUN
ajlm-2159	70	28	.	.	PUNCT
ajlm-2159	71	1	in	in	ADP
ajlm-2159	71	2	the	the	DET
ajlm-2159	71	3	first	first	ADJ
ajlm-2159	71	4	month	month	NOUN
ajlm-2159	71	5	of	of	ADP
ajlm-2159	71	6	the	the	DET
ajlm-2159	71	7	intervention	intervention	NOUN
ajlm-2159	71	8	,	,	PUNCT
ajlm-2159	71	9	a	a	DET
ajlm-2159	71	10	statistically	statistically	ADV
ajlm-2159	71	11	significant	significant	ADJ
ajlm-2159	71	12	increase	increase	NOUN
ajlm-2159	71	13	in	in	ADP
ajlm-2159	71	14	expenditure	expenditure	NOUN
ajlm-2159	71	15	was	be	AUX
ajlm-2159	71	16	observed	observe	VERB
ajlm-2159	71	17	in	in	ADP
ajlm-2159	71	18	the	the	DET
ajlm-2159	71	19	first	first	ADJ
ajlm-2159	71	20	month	month	NOUN
ajlm-2159	71	21	of	of	ADP
ajlm-2159	71	22	the	the	DET
ajlm-2159	71	23	intervention	intervention	NOUN
ajlm-2159	71	24	,	,	PUNCT
ajlm-2159	71	25	a	a	DET
ajlm-2159	71	26	statistically	statistically	ADV
ajlm-2159	71	27	significant	significant	ADJ
ajlm-2159	71	28	increase	increase	NOUN
ajlm-2159	71	29	in	in	ADP
ajlm-2159	71	30	expenditure	expenditure	NOUN
ajlm-2159	71	31	was	be	AUX
ajlm-2159	71	32	observed	observe	VERB
ajlm-2159	71	33	(	(	PUNCT
ajlm-2159	71	34	$	$	SYM
ajlm-2159	71	35	13.50	13.50	NUM
ajlm-2159	71	36	usd	usd	NOUN
ajlm-2159	71	37	increase	increase	NOUN
ajlm-2159	71	38	,	,	PUNCT
ajlm-2159	71	39	p	p	X
ajlm-2159	71	40	<	<	X
ajlm-2159	71	41	0.001	0.001	NUM
ajlm-2159	71	42	)	)	PUNCT
ajlm-2159	71	43	.	.	PUNCT
ajlm-2159	72	1	after	after	ADP
ajlm-2159	72	2	the	the	DET
ajlm-2159	72	3	first	first	ADJ
ajlm-2159	72	4	month	month	NOUN
ajlm-2159	72	5	of	of	ADP
ajlm-2159	72	6	the	the	DET
ajlm-2159	72	7	intervention	intervention	NOUN
ajlm-2159	72	8	,	,	PUNCT
ajlm-2159	72	9	the	the	DET
ajlm-2159	72	10	monthly	monthly	ADJ
ajlm-2159	72	11	test	test	NOUN
ajlm-2159	72	12	expenditure	expenditure	NOUN
ajlm-2159	72	13	was	be	AUX
ajlm-2159	72	14	estimated	estimate	VERB
ajlm-2159	72	15	to	to	PART
ajlm-2159	72	16	increase	increase	VERB
ajlm-2159	72	17	significantly	significantly	ADV
ajlm-2159	72	18	(	(	PUNCT
ajlm-2159	72	19	$	$	SYM
ajlm-2159	72	20	13.62	13.62	NUM
ajlm-2159	72	21	usd	usd	NOUN
ajlm-2159	72	22	increase	increase	NOUN
ajlm-2159	72	23	,	,	PUNCT
ajlm-2159	72	24	p	p	NOUN
ajlm-2159	72	25	=	=	NOUN
ajlm-2159	72	26	0.00	0.00	NUM
ajlm-2159	72	27	)	)	PUNCT
ajlm-2159	72	28	.	.	PUNCT
ajlm-2159	73	1	(	(	PUNCT
ajlm-2159	73	2	online	online	ADJ
ajlm-2159	73	3	supplementary	supplementary	ADJ
ajlm-2159	73	4	table	table	NOUN
ajlm-2159	73	5	3	3	NUM
ajlm-2159	73	6	and	and	CCONJ
ajlm-2159	73	7	online	online	ADJ
ajlm-2159	73	8	supplementary	supplementary	ADJ
ajlm-2159	73	9	figure	figure	NOUN
ajlm-2159	73	10	3	3	NUM
ajlm-2159	73	11	)	)	PUNCT
ajlm-2159	73	12	.	.	PUNCT
ajlm-2159	74	1	figure	figure	VERB
ajlm-2159	74	2	3	3	NUM
ajlm-2159	74	3	:	:	PUNCT
ajlm-2159	74	4	expenditure	expenditure	NOUN
ajlm-2159	74	5	trends	trend	NOUN
ajlm-2159	74	6	on	on	ADP
ajlm-2159	74	7	tests	test	NOUN
ajlm-2159	74	8	conducted	conduct	VERB
ajlm-2159	74	9	at	at	ADP
ajlm-2159	74	10	the	the	DET
ajlm-2159	74	11	nelson	nelson	PROPN
ajlm-2159	74	12	mandela	mandela	PROPN
ajlm-2159	74	13	academic	academic	ADJ
ajlm-2159	74	14	hospital	hospital	NOUN
ajlm-2159	74	15	,	,	PUNCT
ajlm-2159	74	16	south	south	PROPN
ajlm-2159	74	17	africa	africa	PROPN
ajlm-2159	74	18	,	,	PUNCT
ajlm-2159	74	19	before	before	ADP
ajlm-2159	74	20	(	(	PUNCT
ajlm-2159	74	21	01	01	NUM
ajlm-2159	74	22	june	june	PROPN
ajlm-2159	74	23	2013	2013	NUM
ajlm-2159	74	24	to	to	ADP
ajlm-2159	74	25	31	31	NUM
ajlm-2159	74	26	may	may	PROPN
ajlm-2159	74	27	2015	2015	NUM
ajlm-2159	74	28	)	)	PUNCT
ajlm-2159	74	29	and	and	CCONJ
ajlm-2159	74	30	during	during	ADP
ajlm-2159	74	31	(	(	PUNCT
ajlm-2159	74	32	01	01	NUM
ajlm-2159	74	33	june	june	PROPN
ajlm-2159	74	34	2015	2015	NUM
ajlm-2159	74	35	to	to	ADP
ajlm-2159	74	36	31	31	NUM
ajlm-2159	74	37	may	may	PROPN
ajlm-2159	74	38	2017	2017	NUM
ajlm-2159	74	39	)	)	PUNCT
ajlm-2159	74	40	electronic	electronic	ADJ
ajlm-2159	74	41	gatekeeping	gatekeeping	NOUN
ajlm-2159	74	42	intervention	intervention	NOUN
ajlm-2159	74	43	.	.	PUNCT
ajlm-2159	75	1	the	the	DET
ajlm-2159	75	2	graph	graph	NOUN
ajlm-2159	75	3	shows	show	VERB
ajlm-2159	75	4	a	a	DET
ajlm-2159	75	5	clear	clear	ADJ
ajlm-2159	75	6	reduction	reduction	NOUN
ajlm-2159	75	7	in	in	ADP
ajlm-2159	75	8	expenditure	expenditure	NOUN
ajlm-2159	75	9	during	during	ADP
ajlm-2159	75	10	the	the	DET
ajlm-2159	75	11	electronic	electronic	ADJ
ajlm-2159	75	12	gatekeeping	gatekeeping	NOUN
ajlm-2159	75	13	intervention	intervention	NOUN
ajlm-2159	75	14	period	period	NOUN
ajlm-2159	75	15	compared	compare	VERB
ajlm-2159	75	16	to	to	ADP
ajlm-2159	75	17	the	the	DET
ajlm-2159	75	18	period	period	NOUN
ajlm-2159	75	19	before	before	ADP
ajlm-2159	75	20	the	the	DET
ajlm-2159	75	21	intervention	intervention	NOUN
ajlm-2159	75	22	.	.	PUNCT
ajlm-2159	76	1	liver	liver	NOUN
ajlm-2159	76	2	function	function	NOUN
ajlm-2159	76	3	-	-	PUNCT
ajlm-2159	76	4	related	relate	VERB
ajlm-2159	76	5	tests	test	NOUN
ajlm-2159	76	6	before	before	ADP
ajlm-2159	76	7	the	the	DET
ajlm-2159	76	8	intervention	intervention	NOUN
ajlm-2159	76	9	,	,	PUNCT
ajlm-2159	76	10	expenditures	expenditure	NOUN
ajlm-2159	76	11	on	on	ADP
ajlm-2159	76	12	total	total	ADJ
ajlm-2159	76	13	protein	protein	NOUN
ajlm-2159	76	14	and	and	CCONJ
ajlm-2159	76	15	albumin	albumin	ADJ
ajlm-2159	76	16	tests	test	NOUN
ajlm-2159	76	17	increased	increase	VERB
ajlm-2159	76	18	insignificantly	insignificantly	ADV
ajlm-2159	76	19	every	every	DET
ajlm-2159	76	20	month	month	NOUN
ajlm-2159	76	21	.	.	PUNCT
ajlm-2159	77	1	in	in	ADP
ajlm-2159	77	2	the	the	DET
ajlm-2159	77	3	first	first	ADJ
ajlm-2159	77	4	month	month	NOUN
ajlm-2159	77	5	of	of	ADP
ajlm-2159	77	6	the	the	DET
ajlm-2159	77	7	intervention	intervention	NOUN
ajlm-2159	77	8	,	,	PUNCT
ajlm-2159	77	9	both	both	DET
ajlm-2159	77	10	test	test	NOUN
ajlm-2159	77	11	expenditures	expenditure	NOUN
ajlm-2159	77	12	demonstrated	demonstrate	VERB
ajlm-2159	77	13	a	a	DET
ajlm-2159	77	14	significant	significant	ADJ
ajlm-2159	77	15	decrease	decrease	NOUN
ajlm-2159	77	16	(	(	PUNCT
ajlm-2159	77	17	total	total	ADJ
ajlm-2159	77	18	protein	protein	NOUN
ajlm-2159	77	19	:	:	PUNCT
ajlm-2159	77	20	$	$	SYM
ajlm-2159	77	21	914.47	914.47	NUM
ajlm-2159	77	22	usd	usd	NOUN
ajlm-2159	77	23	decrease	decrease	NOUN
ajlm-2159	77	24	,	,	PUNCT
ajlm-2159	77	25	p	p	X
ajlm-2159	77	26	<	<	X
ajlm-2159	77	27	0.001	0.001	NUM
ajlm-2159	77	28	;	;	PUNCT
ajlm-2159	77	29	albumin	albumin	NOUN
ajlm-2159	77	30	:	:	PUNCT
ajlm-2159	77	31	$	$	SYM
ajlm-2159	77	32	1813.12	1813.12	NUM
ajlm-2159	77	33	usd	usd	NOUN
ajlm-2159	77	34	decrease	decrease	NOUN
ajlm-2159	77	35	,	,	PUNCT
ajlm-2159	77	36	p	p	X
ajlm-2159	77	37	<	<	X
ajlm-2159	77	38	0.001	0.001	NUM
ajlm-2159	77	39	)	)	PUNCT
ajlm-2159	77	40	.	.	PUNCT
ajlm-2159	78	1	after	after	ADP
ajlm-2159	78	2	the	the	DET
ajlm-2159	78	3	first	first	ADJ
ajlm-2159	78	4	month	month	NOUN
ajlm-2159	78	5	of	of	ADP
ajlm-2159	78	6	the	the	DET
ajlm-2159	78	7	intervention	intervention	NOUN
ajlm-2159	78	8	,	,	PUNCT
ajlm-2159	78	9	expenditure	expenditure	NOUN
ajlm-2159	78	10	for	for	ADP
ajlm-2159	78	11	total	total	ADJ
ajlm-2159	78	12	protein	protein	NOUN
ajlm-2159	78	13	tests	test	NOUN
ajlm-2159	78	14	was	be	AUX
ajlm-2159	78	15	estimated	estimate	VERB
ajlm-2159	78	16	to	to	PART
ajlm-2159	78	17	decrease	decrease	VERB
ajlm-2159	78	18	insignificantly	insignificantly	ADV
ajlm-2159	78	19	(	(	PUNCT
ajlm-2159	78	20	$	$	SYM
ajlm-2159	78	21	3.98	3.98	NUM
ajlm-2159	78	22	usd	usd	NOUN
ajlm-2159	78	23	decrease	decrease	NOUN
ajlm-2159	78	24	,	,	PUNCT
ajlm-2159	78	25	p	p	NOUN
ajlm-2159	78	26	=	=	NOUN
ajlm-2159	78	27	0.522	0.522	NUM
ajlm-2159	78	28	)	)	PUNCT
ajlm-2159	78	29	and	and	CCONJ
ajlm-2159	78	30	expenditure	expenditure	NOUN
ajlm-2159	78	31	for	for	ADP
ajlm-2159	78	32	albumin	albumin	NOUN
ajlm-2159	78	33	was	be	AUX
ajlm-2159	78	34	estimated	estimate	VERB
ajlm-2159	78	35	to	to	PART
ajlm-2159	78	36	decrease	decrease	VERB
ajlm-2159	78	37	significantly	significantly	ADV
ajlm-2159	78	38	(	(	PUNCT
ajlm-2159	78	39	$	$	SYM
ajlm-2159	78	40	30.71	30.71	NUM
ajlm-2159	78	41	usd	usd	NOUN
ajlm-2159	78	42	decrease	decrease	NOUN
ajlm-2159	78	43	,	,	PUNCT
ajlm-2159	78	44	p	p	X
ajlm-2159	78	45	=	=	NOUN
ajlm-2159	78	46	0.026	0.026	NUM
ajlm-2159	78	47	)	)	PUNCT
ajlm-2159	78	48	(	(	PUNCT
ajlm-2159	78	49	supplementary	supplementary	ADJ
ajlm-2159	78	50	figure	figure	NOUN
ajlm-2159	78	51	4	4	NUM
ajlm-2159	78	52	and	and	CCONJ
ajlm-2159	78	53	supplementary	supplementary	ADJ
ajlm-2159	78	54	table	table	NOUN
ajlm-2159	78	55	4	4	NUM
ajlm-2159	78	56	)	)	PUNCT
ajlm-2159	78	57	.	.	PUNCT
ajlm-2159	79	1	total	total	ADJ
ajlm-2159	79	2	expenditure	expenditure	NOUN
ajlm-2159	79	3	for	for	ADP
ajlm-2159	79	4	total	total	ADJ
ajlm-2159	79	5	bilirubin	bilirubin	NOUN
ajlm-2159	79	6	and	and	CCONJ
ajlm-2159	79	7	conjugated	conjugate	VERB
ajlm-2159	79	8	bilirubin	bilirubin	NOUN
ajlm-2159	79	9	tests	test	NOUN
ajlm-2159	79	10	increased	increase	VERB
ajlm-2159	79	11	insignificantly	insignificantly	ADV
ajlm-2159	79	12	every	every	DET
ajlm-2159	79	13	month	month	NOUN
ajlm-2159	79	14	before	before	ADP
ajlm-2159	79	15	the	the	DET
ajlm-2159	79	16	intervention	intervention	NOUN
ajlm-2159	79	17	.	.	PUNCT
ajlm-2159	80	1	in	in	ADP
ajlm-2159	80	2	the	the	DET
ajlm-2159	80	3	first	first	ADJ
ajlm-2159	80	4	month	month	NOUN
ajlm-2159	80	5	of	of	ADP
ajlm-2159	80	6	the	the	DET
ajlm-2159	80	7	intervention	intervention	NOUN
ajlm-2159	80	8	,	,	PUNCT
ajlm-2159	80	9	expenditure	expenditure	NOUN
ajlm-2159	80	10	on	on	ADP
ajlm-2159	80	11	both	both	DET
ajlm-2159	80	12	tests	test	NOUN
ajlm-2159	80	13	decreased	decrease	VERB
ajlm-2159	80	14	significantly	significantly	ADV
ajlm-2159	80	15	(	(	PUNCT
ajlm-2159	80	16	total	total	ADJ
ajlm-2159	80	17	bilirubin	bilirubin	NOUN
ajlm-2159	80	18	:	:	PUNCT
ajlm-2159	80	19	$	$	SYM
ajlm-2159	80	20	1259.99	1259.99	NUM
ajlm-2159	80	21	usd	usd	NOUN
ajlm-2159	80	22	decrease	decrease	NOUN
ajlm-2159	80	23	,	,	PUNCT
ajlm-2159	80	24	p	p	X
ajlm-2159	80	25	<	<	X
ajlm-2159	80	26	0.001	0.001	NUM
ajlm-2159	80	27	;	;	PUNCT
ajlm-2159	80	28	conjugated	conjugate	VERB
ajlm-2159	80	29	bilirubin	bilirubin	NOUN
ajlm-2159	80	30	:	:	PUNCT
ajlm-2159	80	31	$	$	SYM
ajlm-2159	80	32	810.57	810.57	NUM
ajlm-2159	80	33	usd	usd	NOUN
ajlm-2159	80	34	decrease	decrease	NOUN
ajlm-2159	80	35	,	,	PUNCT
ajlm-2159	80	36	p	p	X
ajlm-2159	80	37	<	<	X
ajlm-2159	80	38	0.001	0.001	NUM
ajlm-2159	80	39	)	)	PUNCT
ajlm-2159	80	40	.	.	PUNCT
ajlm-2159	81	1	after	after	ADP
ajlm-2159	81	2	the	the	DET
ajlm-2159	81	3	first	first	ADJ
ajlm-2159	81	4	month	month	NOUN
ajlm-2159	81	5	of	of	ADP
ajlm-2159	81	6	the	the	DET
ajlm-2159	81	7	intervention	intervention	NOUN
ajlm-2159	81	8	,	,	PUNCT
ajlm-2159	81	9	both	both	DET
ajlm-2159	81	10	test	test	NOUN
ajlm-2159	81	11	expenditures	expenditure	NOUN
ajlm-2159	81	12	were	be	AUX
ajlm-2159	81	13	estimated	estimate	VERB
ajlm-2159	81	14	to	to	PART
ajlm-2159	81	15	decrease	decrease	VERB
ajlm-2159	81	16	monthly	monthly	ADV
ajlm-2159	81	17	(	(	PUNCT
ajlm-2159	81	18	total	total	ADJ
ajlm-2159	81	19	bilirubin	bilirubin	NOUN
ajlm-2159	81	20	:	:	PUNCT
ajlm-2159	81	21	$	$	SYM
ajlm-2159	81	22	5.07	5.07	NUM
ajlm-2159	81	23	usd	usd	NOUN
ajlm-2159	81	24	decrease	decrease	NOUN
ajlm-2159	81	25	,	,	PUNCT
ajlm-2159	81	26	p	p	NOUN
ajlm-2159	81	27	=	=	PROPN
ajlm-2159	81	28	0.596	0.596	NUM
ajlm-2159	81	29	;	;	PUNCT
ajlm-2159	81	30	conjugated	conjugate	VERB
ajlm-2159	81	31	bilirubin	bilirubin	NOUN
ajlm-2159	81	32	:	:	PUNCT
ajlm-2159	81	33	$	$	SYM
ajlm-2159	81	34	26.62	26.62	NUM
ajlm-2159	81	35	usd	usd	NOUN
ajlm-2159	81	36	decrease	decrease	NOUN
ajlm-2159	81	37	,	,	PUNCT
ajlm-2159	81	38	p	p	NOUN
ajlm-2159	81	39	=	=	NOUN
ajlm-2159	81	40	0.002	0.002	NUM
ajlm-2159	81	41	)	)	PUNCT
ajlm-2159	81	42	(	(	PUNCT
ajlm-2159	81	43	online	online	PROPN
ajlm-2159	81	44	supplementary	supplementary	ADJ
ajlm-2159	81	45	figure	figure	NOUN
ajlm-2159	81	46	5	5	NUM
ajlm-2159	81	47	and	and	CCONJ
ajlm-2159	81	48	online	online	ADJ
ajlm-2159	81	49	supplementary	supplementary	ADJ
ajlm-2159	81	50	table	table	NOUN
ajlm-2159	81	51	5	5	NUM
ajlm-2159	81	52	)	)	PUNCT
ajlm-2159	81	53	.	.	PUNCT
ajlm-2159	82	1	expenditure	expenditure	NOUN
ajlm-2159	82	2	on	on	ADP
ajlm-2159	82	3	both	both	DET
ajlm-2159	82	4	alanine	alanine	NOUN
ajlm-2159	82	5	transaminase	transaminase	NOUN
ajlm-2159	82	6	and	and	CCONJ
ajlm-2159	82	7	aspartate	aspartate	NOUN
ajlm-2159	82	8	aminotransferase	aminotransferase	NOUN
ajlm-2159	82	9	tests	test	NOUN
ajlm-2159	82	10	increased	increase	VERB
ajlm-2159	82	11	insignificantly	insignificantly	ADV
ajlm-2159	82	12	every	every	DET
ajlm-2159	82	13	month	month	NOUN
ajlm-2159	82	14	before	before	ADP
ajlm-2159	82	15	the	the	DET
ajlm-2159	82	16	intervention	intervention	NOUN
ajlm-2159	82	17	.	.	PUNCT
ajlm-2159	83	1	in	in	ADP
ajlm-2159	83	2	the	the	DET
ajlm-2159	83	3	first	first	ADJ
ajlm-2159	83	4	month	month	NOUN
ajlm-2159	83	5	of	of	ADP
ajlm-2159	83	6	the	the	DET
ajlm-2159	83	7	intervention	intervention	NOUN
ajlm-2159	83	8	,	,	PUNCT
ajlm-2159	83	9	expenditure	expenditure	NOUN
ajlm-2159	83	10	for	for	ADP
ajlm-2159	83	11	both	both	DET
ajlm-2159	83	12	tests	test	NOUN
ajlm-2159	83	13	demonstrated	demonstrate	VERB
ajlm-2159	83	14	a	a	DET
ajlm-2159	83	15	statistically	statistically	ADV
ajlm-2159	83	16	significant	significant	ADJ
ajlm-2159	83	17	decrease	decrease	NOUN
ajlm-2159	83	18	(	(	PUNCT
ajlm-2159	83	19	alanine	alanine	NOUN
ajlm-2159	83	20	transaminase	transaminase	NOUN
ajlm-2159	83	21	:	:	PUNCT
ajlm-2159	83	22	$	$	SYM
ajlm-2159	83	23	1283.30	1283.30	NUM
ajlm-2159	83	24	usd	usd	NOUN
ajlm-2159	83	25	decrease	decrease	NOUN
ajlm-2159	83	26	,	,	PUNCT
ajlm-2159	83	27	p	p	X
ajlm-2159	83	28	<	<	X
ajlm-2159	83	29	0.001	0.001	NUM
ajlm-2159	83	30	;	;	PUNCT
ajlm-2159	83	31	aspartate	aspartate	NOUN
ajlm-2159	83	32	aminotransferase	aminotransferase	NOUN
ajlm-2159	83	33	:	:	PUNCT
ajlm-2159	83	34	$	$	SYM
ajlm-2159	83	35	1288.06	1288.06	NUM
ajlm-2159	83	36	usd	usd	NOUN
ajlm-2159	83	37	decrease	decrease	NOUN
ajlm-2159	83	38	,	,	PUNCT
ajlm-2159	83	39	p	p	X
ajlm-2159	83	40	<	<	X
ajlm-2159	83	41	0.001	0.001	NUM
ajlm-2159	83	42	)	)	PUNCT
ajlm-2159	83	43	.	.	PUNCT
ajlm-2159	84	1	after	after	ADP
ajlm-2159	84	2	the	the	DET
ajlm-2159	84	3	first	first	ADJ
ajlm-2159	84	4	month	month	NOUN
ajlm-2159	84	5	of	of	ADP
ajlm-2159	84	6	the	the	DET
ajlm-2159	84	7	intervention	intervention	NOUN
ajlm-2159	84	8	,	,	PUNCT
ajlm-2159	84	9	the	the	DET
ajlm-2159	84	10	alanine	alanine	NOUN
ajlm-2159	84	11	transaminase	transaminase	NOUN
ajlm-2159	84	12	expenditure	expenditure	NOUN
ajlm-2159	84	13	increased	increase	VERB
ajlm-2159	84	14	monthly	monthly	ADV
ajlm-2159	84	15	but	but	CCONJ
ajlm-2159	84	16	not	not	PART
ajlm-2159	84	17	significantly	significantly	ADV
ajlm-2159	84	18	(	(	PUNCT
ajlm-2159	84	19	$	$	SYM
ajlm-2159	84	20	2.74	2.74	NUM
ajlm-2159	84	21	usd	usd	NOUN
ajlm-2159	84	22	increase	increase	NOUN
ajlm-2159	84	23	,	,	PUNCT
ajlm-2159	84	24	p	p	NOUN
ajlm-2159	84	25	=	=	NOUN
ajlm-2159	84	26	0.683	0.683	NUM
ajlm-2159	84	27	)	)	PUNCT
ajlm-2159	84	28	,	,	PUNCT
ajlm-2159	84	29	whereas	whereas	SCONJ
ajlm-2159	84	30	the	the	DET
ajlm-2159	84	31	aspartate	aspartate	NOUN
ajlm-2159	84	32	aminotransferase	aminotransferase	NOUN
ajlm-2159	84	33	expenditure	expenditure	NOUN
ajlm-2159	84	34	decreased	decrease	VERB
ajlm-2159	84	35	significantly	significantly	ADV
ajlm-2159	84	36	(	(	PUNCT
ajlm-2159	84	37	$	$	SYM
ajlm-2159	84	38	32.08	32.08	NUM
ajlm-2159	84	39	usd	usd	NOUN
ajlm-2159	84	40	decrease	decrease	NOUN
ajlm-2159	84	41	,	,	PUNCT
ajlm-2159	84	42	p	p	NOUN
ajlm-2159	84	43	=	=	NOUN
ajlm-2159	84	44	0.004	0.004	NUM
ajlm-2159	84	45	)	)	PUNCT
ajlm-2159	84	46	(	(	PUNCT
ajlm-2159	84	47	online	online	PROPN
ajlm-2159	84	48	supplementary	supplementary	ADJ
ajlm-2159	84	49	figure	figure	NOUN
ajlm-2159	84	50	6	6	NUM
ajlm-2159	84	51	and	and	CCONJ
ajlm-2159	84	52	online	online	ADJ
ajlm-2159	84	53	supplementary	supplementary	ADJ
ajlm-2159	84	54	table	table	NOUN
ajlm-2159	84	55	6	6	NUM
ajlm-2159	84	56	)	)	PUNCT
ajlm-2159	84	57	.	.	PUNCT
ajlm-2159	85	1	in	in	ADP
ajlm-2159	85	2	the	the	DET
ajlm-2159	85	3	first	first	ADJ
ajlm-2159	85	4	month	month	NOUN
ajlm-2159	85	5	of	of	ADP
ajlm-2159	85	6	the	the	DET
ajlm-2159	85	7	intervention	intervention	NOUN
ajlm-2159	85	8	,	,	PUNCT
ajlm-2159	85	9	there	there	PRON
ajlm-2159	85	10	were	be	VERB
ajlm-2159	85	11	significant	significant	ADJ
ajlm-2159	85	12	decreases	decrease	NOUN
ajlm-2159	85	13	in	in	ADP
ajlm-2159	85	14	expenditure	expenditure	NOUN
ajlm-2159	85	15	for	for	ADP
ajlm-2159	85	16	both	both	CCONJ
ajlm-2159	85	17	the	the	DET
ajlm-2159	85	18	alkaline	alkaline	NOUN
ajlm-2159	85	19	phosphatase	phosphatase	NOUN
ajlm-2159	85	20	(	(	PUNCT
ajlm-2159	85	21	$	$	SYM
ajlm-2159	85	22	1183.30	1183.30	NUM
ajlm-2159	85	23	usd	usd	NOUN
ajlm-2159	85	24	decrease	decrease	NOUN
ajlm-2159	85	25	,	,	PUNCT
ajlm-2159	85	26	p	p	X
ajlm-2159	85	27	<	<	X
ajlm-2159	85	28	0.001	0.001	NUM
ajlm-2159	85	29	)	)	PUNCT
ajlm-2159	85	30	and	and	CCONJ
ajlm-2159	85	31	gamma	gamma	NOUN
ajlm-2159	85	32	-	-	PUNCT
ajlm-2159	85	33	glutamyl	glutamyl	VERB
ajlm-2159	85	34	transferase	transferase	NOUN
ajlm-2159	85	35	(	(	PUNCT
ajlm-2159	85	36	$	$	SYM
ajlm-2159	85	37	1272.27	1272.27	NUM
ajlm-2159	85	38	usd	usd	NOUN
ajlm-2159	85	39	decrease	decrease	NOUN
ajlm-2159	85	40	;	;	PUNCT
ajlm-2159	85	41	p	p	X
ajlm-2159	85	42	<	<	X
ajlm-2159	85	43	0.001	0.001	NUM
ajlm-2159	85	44	)	)	PUNCT
ajlm-2159	85	45	tests	test	NOUN
ajlm-2159	85	46	.	.	PUNCT
ajlm-2159	86	1	after	after	ADP
ajlm-2159	86	2	the	the	DET
ajlm-2159	86	3	first	first	ADJ
ajlm-2159	86	4	month	month	NOUN
ajlm-2159	86	5	of	of	ADP
ajlm-2159	86	6	the	the	DET
ajlm-2159	86	7	intervention	intervention	NOUN
ajlm-2159	86	8	,	,	PUNCT
ajlm-2159	86	9	the	the	DET
ajlm-2159	86	10	alkaline	alkaline	ADJ
ajlm-2159	86	11	phosphatase	phosphatase	NOUN
ajlm-2159	86	12	expenditure	expenditure	NOUN
ajlm-2159	86	13	was	be	AUX
ajlm-2159	86	14	estimated	estimate	VERB
ajlm-2159	86	15	to	to	PART
ajlm-2159	86	16	decrease	decrease	VERB
ajlm-2159	86	17	significantly	significantly	ADV
ajlm-2159	86	18	monthly	monthly	ADV
ajlm-2159	86	19	(	(	PUNCT
ajlm-2159	86	20	$	$	SYM
ajlm-2159	86	21	37.27	37.27	NUM
ajlm-2159	86	22	usd	usd	NOUN
ajlm-2159	86	23	decrease	decrease	NOUN
ajlm-2159	86	24	,	,	PUNCT
ajlm-2159	86	25	p	p	NOUN
ajlm-2159	86	26	=	=	NOUN
ajlm-2159	86	27	0.001	0.001	NUM
ajlm-2159	86	28	)	)	PUNCT
ajlm-2159	86	29	and	and	CCONJ
ajlm-2159	86	30	gamma	gamma	NOUN
ajlm-2159	86	31	-	-	PUNCT
ajlm-2159	86	32	glutamyl	glutamyl	VERB
ajlm-2159	86	33	transferase	transferase	NOUN
ajlm-2159	86	34	expenditure	expenditure	NOUN
ajlm-2159	86	35	was	be	AUX
ajlm-2159	86	36	estimated	estimate	VERB
ajlm-2159	86	37	to	to	PART
ajlm-2159	86	38	decrease	decrease	VERB
ajlm-2159	86	39	insignificantly	insignificantly	ADV
ajlm-2159	86	40	(	(	PUNCT
ajlm-2159	86	41	$	$	SYM
ajlm-2159	86	42	3.74	3.74	NUM
ajlm-2159	86	43	usd	usd	NOUN
ajlm-2159	86	44	decrease	decrease	NOUN
ajlm-2159	86	45	,	,	PUNCT
ajlm-2159	86	46	p	p	NOUN
ajlm-2159	86	47	=	=	NOUN
ajlm-2159	86	48	0.704	0.704	NUM
ajlm-2159	86	49	)	)	PUNCT
ajlm-2159	86	50	(	(	PUNCT
ajlm-2159	86	51	online	online	PROPN
ajlm-2159	86	52	supplementary	supplementary	ADJ
ajlm-2159	86	53	figure	figure	NOUN
ajlm-2159	86	54	7	7	NUM
ajlm-2159	86	55	and	and	CCONJ
ajlm-2159	86	56	online	online	ADJ
ajlm-2159	86	57	supplementary	supplementary	ADJ
ajlm-2159	86	58	table	table	NOUN
ajlm-2159	86	59	7	7	NUM
ajlm-2159	86	60	)	)	PUNCT
ajlm-2159	86	61	.	.	PUNCT
ajlm-2159	87	1	inflammatory	inflammatory	ADJ
ajlm-2159	87	2	marker	marker	NOUN
ajlm-2159	87	3	-	-	PUNCT
ajlm-2159	87	4	related	relate	VERB
ajlm-2159	87	5	tests	test	NOUN
ajlm-2159	87	6	–	–	PUNCT
ajlm-2159	87	7	c	c	NOUN
ajlm-2159	87	8	-	-	ADJ
ajlm-2159	87	9	reactive	reactive	ADJ
ajlm-2159	87	10	protein	protein	NOUN
ajlm-2159	87	11	in	in	ADP
ajlm-2159	87	12	the	the	DET
ajlm-2159	87	13	first	first	ADJ
ajlm-2159	87	14	month	month	NOUN
ajlm-2159	87	15	of	of	ADP
ajlm-2159	87	16	the	the	DET
ajlm-2159	87	17	intervention	intervention	NOUN
ajlm-2159	87	18	,	,	PUNCT
ajlm-2159	87	19	the	the	DET
ajlm-2159	87	20	c	c	NOUN
ajlm-2159	87	21	-	-	PUNCT
ajlm-2159	87	22	reactive	reactive	ADJ
ajlm-2159	87	23	protein	protein	NOUN
ajlm-2159	87	24	expenditure	expenditure	NOUN
ajlm-2159	87	25	decreased	decrease	VERB
ajlm-2159	87	26	significantly	significantly	ADV
ajlm-2159	87	27	(	(	PUNCT
ajlm-2159	87	28	$	$	SYM
ajlm-2159	87	29	1784.05	1784.05	NUM
ajlm-2159	87	30	usd	usd	NOUN
ajlm-2159	87	31	decrease	decrease	NOUN
ajlm-2159	87	32	,	,	PUNCT
ajlm-2159	87	33	p	p	X
ajlm-2159	87	34	<	<	X
ajlm-2159	87	35	0.001	0.001	NUM
ajlm-2159	87	36	)	)	PUNCT
ajlm-2159	87	37	.	.	PUNCT
ajlm-2159	88	1	however	however	ADV
ajlm-2159	88	2	,	,	PUNCT
ajlm-2159	88	3	after	after	ADP
ajlm-2159	88	4	the	the	DET
ajlm-2159	88	5	first	first	ADJ
ajlm-2159	88	6	month	month	NOUN
ajlm-2159	88	7	of	of	ADP
ajlm-2159	88	8	the	the	DET
ajlm-2159	88	9	intervention	intervention	NOUN
ajlm-2159	88	10	,	,	PUNCT
ajlm-2159	88	11	the	the	DET
ajlm-2159	88	12	c	c	NOUN
ajlm-2159	88	13	-	-	PUNCT
ajlm-2159	88	14	reactive	reactive	ADJ
ajlm-2159	88	15	protein	protein	NOUN
ajlm-2159	88	16	expenditure	expenditure	NOUN
ajlm-2159	88	17	was	be	AUX
ajlm-2159	88	18	estimated	estimate	VERB
ajlm-2159	88	19	to	to	PART
ajlm-2159	88	20	increase	increase	VERB
ajlm-2159	88	21	significantly	significantly	ADV
ajlm-2159	88	22	every	every	DET
ajlm-2159	88	23	month	month	NOUN
ajlm-2159	88	24	(	(	PUNCT
ajlm-2159	88	25	$	$	SYM
ajlm-2159	88	26	89.26	89.26	NUM
ajlm-2159	88	27	usd	usd	NOUN
ajlm-2159	88	28	increase	increase	NOUN
ajlm-2159	88	29	,	,	PUNCT
ajlm-2159	88	30	p	p	NOUN
ajlm-2159	88	31	=	=	NOUN
ajlm-2159	88	32	0.000	0.000	NUM
ajlm-2159	88	33	)	)	PUNCT
ajlm-2159	88	34	(	(	PUNCT
ajlm-2159	88	35	online	online	ADJ
ajlm-2159	88	36	supplementary	supplementary	ADJ
ajlm-2159	88	37	figure	figure	NOUN
ajlm-2159	88	38	8	8	NUM
ajlm-2159	88	39	and	and	CCONJ
ajlm-2159	88	40	online	online	ADJ
ajlm-2159	88	41	supplementary	supplementary	ADJ
ajlm-2159	88	42	table	table	NOUN
ajlm-2159	88	43	8)	8)	NUM
ajlm-2159	88	44	.	.	PUNCT
ajlm-2159	89	1	lipidaemia	lipidaemia	NOUN
ajlm-2159	89	2	-	-	PUNCT
ajlm-2159	89	3	related	relate	VERB
ajlm-2159	89	4	tests	test	NOUN
ajlm-2159	89	5	–	–	PUNCT
ajlm-2159	89	6	cholesterol	cholesterol	NOUN
ajlm-2159	89	7	,	,	PUNCT
ajlm-2159	89	8	triglycerides	triglyceride	NOUN
ajlm-2159	89	9	and	and	CCONJ
ajlm-2159	89	10	high	high	ADJ
ajlm-2159	89	11	-	-	PUNCT
ajlm-2159	89	12	density	density	NOUN
ajlm-2159	89	13	lipoprotein	lipoprotein	ADJ
ajlm-2159	89	14	expenditure	expenditure	NOUN
ajlm-2159	89	15	on	on	ADP
ajlm-2159	89	16	all	all	DET
ajlm-2159	89	17	three	three	NUM
ajlm-2159	89	18	lipidaemia	lipidaemia	NOUN
ajlm-2159	89	19	-	-	PUNCT
ajlm-2159	89	20	related	relate	VERB
ajlm-2159	89	21	tests	test	NOUN
ajlm-2159	89	22	decreased	decrease	VERB
ajlm-2159	89	23	insignificantly	insignificantly	ADV
ajlm-2159	89	24	every	every	DET
ajlm-2159	89	25	month	month	NOUN
ajlm-2159	89	26	before	before	ADP
ajlm-2159	89	27	the	the	DET
ajlm-2159	89	28	intervention	intervention	NOUN
ajlm-2159	89	29	.	.	PUNCT
ajlm-2159	90	1	in	in	ADP
ajlm-2159	90	2	the	the	DET
ajlm-2159	90	3	first	first	ADJ
ajlm-2159	90	4	month	month	NOUN
ajlm-2159	90	5	of	of	ADP
ajlm-2159	90	6	the	the	DET
ajlm-2159	90	7	intervention	intervention	NOUN
ajlm-2159	90	8	,	,	PUNCT
ajlm-2159	90	9	all	all	DET
ajlm-2159	90	10	three	three	NUM
ajlm-2159	90	11	tests	test	NOUN
ajlm-2159	90	12	demonstrated	demonstrate	VERB
ajlm-2159	90	13	significant	significant	ADJ
ajlm-2159	90	14	decreases	decrease	NOUN
ajlm-2159	90	15	in	in	ADP
ajlm-2159	90	16	expenditure	expenditure	NOUN
ajlm-2159	90	17	(	(	PUNCT
ajlm-2159	90	18	cholesterol	cholesterol	NOUN
ajlm-2159	90	19	:	:	PUNCT
ajlm-2159	90	20	$	$	SYM
ajlm-2159	90	21	116.26	116.26	NUM
ajlm-2159	90	22	usd	usd	NOUN
ajlm-2159	90	23	decrease	decrease	NOUN
ajlm-2159	90	24	,	,	PUNCT
ajlm-2159	90	25	p	p	X
ajlm-2159	90	26	<	<	X
ajlm-2159	90	27	0.001	0.001	NUM
ajlm-2159	90	28	;	;	PUNCT
ajlm-2159	90	29	triglycerides	triglyceride	NOUN
ajlm-2159	90	30	:	:	PUNCT
ajlm-2159	90	31	$	$	SYM
ajlm-2159	90	32	116.33	116.33	NUM
ajlm-2159	90	33	usd	usd	NOUN
ajlm-2159	90	34	decrease	decrease	NOUN
ajlm-2159	90	35	,	,	PUNCT
ajlm-2159	90	36	p	p	X
ajlm-2159	90	37	=	=	PROPN
ajlm-2159	90	38	0.026	0.026	NUM
ajlm-2159	90	39	;	;	PUNCT
ajlm-2159	90	40	high	high	ADJ
ajlm-2159	90	41	-	-	PUNCT
ajlm-2159	90	42	density	density	NOUN
ajlm-2159	90	43	lipoprotein	lipoprotein	NOUN
ajlm-2159	90	44	:	:	PUNCT
ajlm-2159	90	45	$	$	SYM
ajlm-2159	90	46	276.38	276.38	NUM
ajlm-2159	90	47	usd	usd	NOUN
ajlm-2159	90	48	decrease	decrease	NOUN
ajlm-2159	90	49	,	,	PUNCT
ajlm-2159	90	50	p	p	X
ajlm-2159	90	51	<	<	X
ajlm-2159	90	52	0.001	0.001	NUM
ajlm-2159	90	53	)	)	PUNCT
ajlm-2159	90	54	.	.	PUNCT
ajlm-2159	91	1	after	after	ADP
ajlm-2159	91	2	the	the	DET
ajlm-2159	91	3	first	first	ADJ
ajlm-2159	91	4	month	month	NOUN
ajlm-2159	91	5	of	of	ADP
ajlm-2159	91	6	the	the	DET
ajlm-2159	91	7	intervention	intervention	NOUN
ajlm-2159	91	8	,	,	PUNCT
ajlm-2159	91	9	expenditure	expenditure	NOUN
ajlm-2159	91	10	on	on	ADP
ajlm-2159	91	11	cholesterol	cholesterol	NOUN
ajlm-2159	91	12	(	(	PUNCT
ajlm-2159	91	13	$	$	SYM
ajlm-2159	91	14	0.92	0.92	NUM
ajlm-2159	91	15	usd	usd	NOUN
ajlm-2159	91	16	increase	increase	NOUN
ajlm-2159	91	17	,	,	PUNCT
ajlm-2159	91	18	p	p	X
ajlm-2159	91	19	=	=	NOUN
ajlm-2159	91	20	0.658	0.658	NUM
ajlm-2159	91	21	)	)	PUNCT
ajlm-2159	91	22	and	and	CCONJ
ajlm-2159	91	23	triglycerides	triglyceride	NOUN
ajlm-2159	91	24	(	(	PUNCT
ajlm-2159	91	25	$	$	SYM
ajlm-2159	91	26	0.34	0.34	NUM
ajlm-2159	91	27	usd	usd	NOUN
ajlm-2159	91	28	increase	increase	NOUN
ajlm-2159	91	29	,	,	PUNCT
ajlm-2159	91	30	p	p	NOUN
ajlm-2159	91	31	=	=	NOUN
ajlm-2159	91	32	0.937	0.937	NUM
ajlm-2159	91	33	)	)	PUNCT
ajlm-2159	91	34	were	be	AUX
ajlm-2159	91	35	estimated	estimate	VERB
ajlm-2159	91	36	to	to	PART
ajlm-2159	91	37	increase	increase	VERB
ajlm-2159	91	38	monthly	monthly	ADV
ajlm-2159	91	39	but	but	CCONJ
ajlm-2159	91	40	not	not	PART
ajlm-2159	91	41	significantly	significantly	ADV
ajlm-2159	91	42	.	.	PUNCT
ajlm-2159	92	1	the	the	DET
ajlm-2159	92	2	expenditure	expenditure	NOUN
ajlm-2159	92	3	for	for	ADP
ajlm-2159	92	4	high	high	ADJ
ajlm-2159	92	5	-	-	PUNCT
ajlm-2159	92	6	density	density	NOUN
ajlm-2159	92	7	lipoprotein	lipoprotein	NOUN
ajlm-2159	92	8	was	be	AUX
ajlm-2159	92	9	estimated	estimate	VERB
ajlm-2159	92	10	to	to	PART
ajlm-2159	92	11	decrease	decrease	VERB
ajlm-2159	92	12	insignificantly	insignificantly	ADV
ajlm-2159	92	13	(	(	PUNCT
ajlm-2159	92	14	$	$	SYM
ajlm-2159	92	15	4.55	4.55	NUM
ajlm-2159	92	16	usd	usd	NOUN
ajlm-2159	92	17	decrease	decrease	NOUN
ajlm-2159	92	18	,	,	PUNCT
ajlm-2159	92	19	p	p	NOUN
ajlm-2159	92	20	=	=	NOUN
ajlm-2159	92	21	0.093	0.093	NUM
ajlm-2159	92	22	)	)	PUNCT
ajlm-2159	92	23	(	(	PUNCT
ajlm-2159	92	24	online	online	ADJ
ajlm-2159	92	25	supplementary	supplementary	ADJ
ajlm-2159	92	26	figure	figure	NOUN
ajlm-2159	92	27	9	9	NUM
ajlm-2159	92	28	and	and	CCONJ
ajlm-2159	92	29	online	online	ADJ
ajlm-2159	92	30	supplementary	supplementary	ADJ
ajlm-2159	92	31	table	table	NOUN
ajlm-2159	92	32	9	9	NUM
ajlm-2159	92	33	)	)	PUNCT
ajlm-2159	92	34	.	.	PUNCT
ajlm-2159	93	1	prostate	prostate	NOUN
ajlm-2159	93	2	cancer	cancer	NOUN
ajlm-2159	93	3	-	-	PUNCT
ajlm-2159	93	4	related	relate	VERB
ajlm-2159	93	5	tests	test	NOUN
ajlm-2159	93	6	–	–	PUNCT
ajlm-2159	93	7	prostate	prostate	NOUN
ajlm-2159	93	8	-	-	PUNCT
ajlm-2159	93	9	specific	specific	ADJ
ajlm-2159	93	10	antigen	antigen	ADJ
ajlm-2159	93	11	expenditure	expenditure	NOUN
ajlm-2159	93	12	for	for	ADP
ajlm-2159	93	13	the	the	DET
ajlm-2159	93	14	prostate	prostate	NOUN
ajlm-2159	93	15	-	-	PUNCT
ajlm-2159	93	16	specific	specific	ADJ
ajlm-2159	93	17	antigen	antigen	NOUN
ajlm-2159	93	18	test	test	NOUN
ajlm-2159	93	19	increased	increase	VERB
ajlm-2159	93	20	significantly	significantly	ADV
ajlm-2159	93	21	every	every	DET
ajlm-2159	93	22	month	month	NOUN
ajlm-2159	93	23	before	before	ADP
ajlm-2159	93	24	the	the	DET
ajlm-2159	93	25	intervention	intervention	NOUN
ajlm-2159	93	26	.	.	PUNCT
ajlm-2159	94	1	in	in	ADP
ajlm-2159	94	2	the	the	DET
ajlm-2159	94	3	first	first	ADJ
ajlm-2159	94	4	month	month	NOUN
ajlm-2159	94	5	of	of	ADP
ajlm-2159	94	6	the	the	DET
ajlm-2159	94	7	intervention	intervention	NOUN
ajlm-2159	94	8	,	,	PUNCT
ajlm-2159	94	9	there	there	PRON
ajlm-2159	94	10	was	be	VERB
ajlm-2159	94	11	a	a	DET
ajlm-2159	94	12	significant	significant	ADJ
ajlm-2159	94	13	decrease	decrease	NOUN
ajlm-2159	94	14	(	(	PUNCT
ajlm-2159	94	15	$	$	SYM
ajlm-2159	94	16	278.20	278.20	NUM
ajlm-2159	94	17	usd	usd	NOUN
ajlm-2159	94	18	decrease	decrease	NOUN
ajlm-2159	94	19	,	,	PUNCT
ajlm-2159	94	20	p	p	X
ajlm-2159	94	21	<	<	X
ajlm-2159	94	22	0.001	0.001	NUM
ajlm-2159	94	23	)	)	PUNCT
ajlm-2159	94	24	in	in	ADP
ajlm-2159	94	25	expenditure	expenditure	NOUN
ajlm-2159	94	26	for	for	ADP
ajlm-2159	94	27	this	this	DET
ajlm-2159	94	28	test	test	NOUN
ajlm-2159	94	29	.	.	PUNCT
ajlm-2159	95	1	it	it	PRON
ajlm-2159	95	2	was	be	AUX
ajlm-2159	95	3	estimated	estimate	VERB
ajlm-2159	95	4	that	that	SCONJ
ajlm-2159	95	5	after	after	ADP
ajlm-2159	95	6	the	the	DET
ajlm-2159	95	7	first	first	ADJ
ajlm-2159	95	8	month	month	NOUN
ajlm-2159	95	9	of	of	ADP
ajlm-2159	95	10	the	the	DET
ajlm-2159	95	11	intervention	intervention	NOUN
ajlm-2159	95	12	,	,	PUNCT
ajlm-2159	95	13	the	the	DET
ajlm-2159	95	14	monthly	monthly	ADJ
ajlm-2159	95	15	expenditure	expenditure	NOUN
ajlm-2159	95	16	for	for	ADP
ajlm-2159	95	17	prostate	prostate	NOUN
ajlm-2159	95	18	-	-	PUNCT
ajlm-2159	95	19	specific	specific	ADJ
ajlm-2159	95	20	antigen	antigen	NOUN
ajlm-2159	95	21	would	would	AUX
ajlm-2159	95	22	increase	increase	VERB
ajlm-2159	95	23	significantly	significantly	ADV
ajlm-2159	95	24	(	(	PUNCT
ajlm-2159	95	25	$	$	SYM
ajlm-2159	95	26	8.05	8.05	NUM
ajlm-2159	95	27	usd	usd	NOUN
ajlm-2159	95	28	increase	increase	NOUN
ajlm-2159	95	29	,	,	PUNCT
ajlm-2159	95	30	p	p	NOUN
ajlm-2159	95	31	=	=	NOUN
ajlm-2159	95	32	0.005	0.005	NUM
ajlm-2159	95	33	)	)	PUNCT
ajlm-2159	95	34	(	(	PUNCT
ajlm-2159	95	35	online	online	PROPN
ajlm-2159	95	36	supplementary	supplementary	ADJ
ajlm-2159	95	37	figure	figure	NOUN
ajlm-2159	95	38	10	10	NUM
ajlm-2159	95	39	and	and	CCONJ
ajlm-2159	95	40	online	online	ADJ
ajlm-2159	95	41	supplementary	supplementary	ADJ
ajlm-2159	95	42	table	table	NOUN
ajlm-2159	95	43	10	10	NUM
ajlm-2159	95	44	)	)	PUNCT
ajlm-2159	95	45	.	.	PUNCT
ajlm-2159	96	1	thyroid	thyroid	NOUN
ajlm-2159	96	2	function	function	NOUN
ajlm-2159	96	3	-	-	PUNCT
ajlm-2159	96	4	related	relate	VERB
ajlm-2159	96	5	tests	test	NOUN
ajlm-2159	96	6	–	–	PUNCT
ajlm-2159	96	7	thyroid	thyroid	NOUN
ajlm-2159	96	8	stimulating	stimulate	VERB
ajlm-2159	96	9	hormone	hormone	NOUN
ajlm-2159	96	10	,	,	PUNCT
ajlm-2159	96	11	thyroxine	thyroxine	NOUN
ajlm-2159	96	12	and	and	CCONJ
ajlm-2159	96	13	triiodothyronine	triiodothyronine	NOUN
ajlm-2159	96	14	we	we	PRON
ajlm-2159	96	15	noted	note	VERB
ajlm-2159	96	16	insignificant	insignificant	ADJ
ajlm-2159	96	17	increasing	increase	VERB
ajlm-2159	96	18	trends	trend	NOUN
ajlm-2159	96	19	in	in	ADP
ajlm-2159	96	20	monthly	monthly	ADJ
ajlm-2159	96	21	expenditures	expenditure	NOUN
ajlm-2159	96	22	for	for	ADP
ajlm-2159	96	23	the	the	DET
ajlm-2159	96	24	thyroid	thyroid	NOUN
ajlm-2159	96	25	stimulating	stimulate	VERB
ajlm-2159	96	26	hormone	hormone	NOUN
ajlm-2159	96	27	and	and	CCONJ
ajlm-2159	96	28	thyroxine	thyroxine	NOUN
ajlm-2159	96	29	tests	test	NOUN
ajlm-2159	96	30	before	before	ADP
ajlm-2159	96	31	the	the	DET
ajlm-2159	96	32	implementation	implementation	NOUN
ajlm-2159	96	33	of	of	ADP
ajlm-2159	96	34	the	the	DET
ajlm-2159	96	35	intervention	intervention	NOUN
ajlm-2159	96	36	.	.	PUNCT
ajlm-2159	97	1	during	during	ADP
ajlm-2159	97	2	the	the	DET
ajlm-2159	97	3	same	same	ADJ
ajlm-2159	97	4	period	period	NOUN
ajlm-2159	97	5	,	,	PUNCT
ajlm-2159	97	6	the	the	DET
ajlm-2159	97	7	monthly	monthly	ADJ
ajlm-2159	97	8	expenditure	expenditure	NOUN
ajlm-2159	97	9	for	for	ADP
ajlm-2159	97	10	triiodothyronine	triiodothyronine	NOUN
ajlm-2159	97	11	increased	increase	VERB
ajlm-2159	97	12	significantly	significantly	ADV
ajlm-2159	97	13	.	.	PUNCT
ajlm-2159	98	1	in	in	ADP
ajlm-2159	98	2	the	the	DET
ajlm-2159	98	3	first	first	ADJ
ajlm-2159	98	4	month	month	NOUN
ajlm-2159	98	5	of	of	ADP
ajlm-2159	98	6	the	the	DET
ajlm-2159	98	7	intervention	intervention	NOUN
ajlm-2159	98	8	,	,	PUNCT
ajlm-2159	98	9	expenditure	expenditure	NOUN
ajlm-2159	98	10	decreased	decrease	VERB
ajlm-2159	98	11	significantly	significantly	ADV
ajlm-2159	98	12	for	for	ADP
ajlm-2159	98	13	thyroid	thyroid	NOUN
ajlm-2159	98	14	stimulating	stimulate	VERB
ajlm-2159	98	15	hormone	hormone	NOUN
ajlm-2159	98	16	(	(	PUNCT
ajlm-2159	98	17	$	$	SYM
ajlm-2159	98	18	500.21	500.21	NUM
ajlm-2159	98	19	usd	usd	NOUN
ajlm-2159	98	20	decrease	decrease	NOUN
ajlm-2159	98	21	,	,	PUNCT
ajlm-2159	98	22	p	p	NOUN
ajlm-2159	98	23	=	=	NOUN
ajlm-2159	98	24	0.041	0.041	NUM
ajlm-2159	98	25	)	)	PUNCT
ajlm-2159	98	26	and	and	CCONJ
ajlm-2159	98	27	triiodothyronine	triiodothyronine	NOUN
ajlm-2159	98	28	(	(	PUNCT
ajlm-2159	98	29	$	$	SYM
ajlm-2159	98	30	506.62	506.62	NUM
ajlm-2159	98	31	decrease	decrease	NOUN
ajlm-2159	98	32	,	,	PUNCT
ajlm-2159	98	33	p	p	X
ajlm-2159	98	34	<	<	X
ajlm-2159	98	35	0.001	0.001	NUM
ajlm-2159	98	36	)	)	PUNCT
ajlm-2159	98	37	,	,	PUNCT
ajlm-2159	98	38	whereas	whereas	SCONJ
ajlm-2159	98	39	for	for	ADP
ajlm-2159	98	40	thyroxine	thyroxine	NOUN
ajlm-2159	98	41	,	,	PUNCT
ajlm-2159	98	42	expenditure	expenditure	NOUN
ajlm-2159	98	43	decreased	decrease	VERB
ajlm-2159	98	44	insignificantly	insignificantly	ADV
ajlm-2159	98	45	(	(	PUNCT
ajlm-2159	98	46	$	$	SYM
ajlm-2159	98	47	352.00	352.00	NUM
ajlm-2159	98	48	usd	usd	NOUN
ajlm-2159	98	49	decrease	decrease	NOUN
ajlm-2159	98	50	,	,	PUNCT
ajlm-2159	98	51	p	p	NOUN
ajlm-2159	98	52	=	=	NOUN
ajlm-2159	98	53	0.053	0.053	NUM
ajlm-2159	98	54	)	)	PUNCT
ajlm-2159	98	55	.	.	PUNCT
ajlm-2159	99	1	after	after	ADP
ajlm-2159	99	2	the	the	DET
ajlm-2159	99	3	first	first	ADJ
ajlm-2159	99	4	month	month	NOUN
ajlm-2159	99	5	of	of	ADP
ajlm-2159	99	6	the	the	DET
ajlm-2159	99	7	intervention	intervention	NOUN
ajlm-2159	99	8	,	,	PUNCT
ajlm-2159	99	9	the	the	DET
ajlm-2159	99	10	thyroid	thyroid	NOUN
ajlm-2159	99	11	stimulating	stimulate	VERB
ajlm-2159	99	12	hormone	hormone	NOUN
ajlm-2159	99	13	expenditure	expenditure	NOUN
ajlm-2159	99	14	was	be	AUX
ajlm-2159	99	15	estimated	estimate	VERB
ajlm-2159	99	16	to	to	PART
ajlm-2159	99	17	increase	increase	VERB
ajlm-2159	99	18	significantly	significantly	ADV
ajlm-2159	99	19	(	(	PUNCT
ajlm-2159	99	20	$	$	SYM
ajlm-2159	99	21	26.26	26.26	NUM
ajlm-2159	99	22	usd	usd	NOUN
ajlm-2159	99	23	increase	increase	NOUN
ajlm-2159	99	24	,	,	PUNCT
ajlm-2159	99	25	p	p	NOUN
ajlm-2159	99	26	=	=	NOUN
ajlm-2159	99	27	0.000	0.000	NUM
ajlm-2159	99	28	)	)	PUNCT
ajlm-2159	99	29	,	,	PUNCT
ajlm-2159	99	30	whereas	whereas	SCONJ
ajlm-2159	99	31	the	the	DET
ajlm-2159	99	32	thyroxine	thyroxine	NOUN
ajlm-2159	99	33	expenditure	expenditure	NOUN
ajlm-2159	99	34	was	be	AUX
ajlm-2159	99	35	estimated	estimate	VERB
ajlm-2159	99	36	to	to	PART
ajlm-2159	99	37	decrease	decrease	VERB
ajlm-2159	99	38	insignificantly	insignificantly	ADV
ajlm-2159	99	39	(	(	PUNCT
ajlm-2159	99	40	$	$	SYM
ajlm-2159	99	41	7.06	7.06	NUM
ajlm-2159	99	42	usd	usd	NOUN
ajlm-2159	99	43	decrease	decrease	NOUN
ajlm-2159	99	44	,	,	PUNCT
ajlm-2159	99	45	p	p	X
ajlm-2159	99	46	=	=	NOUN
ajlm-2159	99	47	0.114	0.114	NUM
ajlm-2159	99	48	)	)	PUNCT
ajlm-2159	99	49	.	.	PUNCT
ajlm-2159	100	1	during	during	ADP
ajlm-2159	100	2	the	the	DET
ajlm-2159	100	3	same	same	ADJ
ajlm-2159	100	4	period	period	NOUN
ajlm-2159	100	5	,	,	PUNCT
ajlm-2159	100	6	the	the	DET
ajlm-2159	100	7	triiodothyronine	triiodothyronine	ADJ
ajlm-2159	100	8	expenditure	expenditure	NOUN
ajlm-2159	100	9	was	be	AUX
ajlm-2159	100	10	estimated	estimate	VERB
ajlm-2159	100	11	to	to	PART
ajlm-2159	100	12	decrease	decrease	VERB
ajlm-2159	100	13	significantly	significantly	ADV
ajlm-2159	100	14	(	(	PUNCT
ajlm-2159	100	15	$	$	SYM
ajlm-2159	100	16	20.32	20.32	NUM
ajlm-2159	100	17	usd	usd	NOUN
ajlm-2159	100	18	decrease	decrease	NOUN
ajlm-2159	100	19	,	,	PUNCT
ajlm-2159	100	20	p	p	NOUN
ajlm-2159	100	21	=	=	NOUN
ajlm-2159	100	22	0.001	0.001	NUM
ajlm-2159	100	23	)	)	PUNCT
ajlm-2159	100	24	(	(	PUNCT
ajlm-2159	100	25	online	online	PROPN
ajlm-2159	100	26	supplementary	supplementary	ADJ
ajlm-2159	100	27	figure	figure	NOUN
ajlm-2159	100	28	11	11	NUM
ajlm-2159	100	29	and	and	CCONJ
ajlm-2159	100	30	online	online	ADJ
ajlm-2159	100	31	supplementary	supplementary	ADJ
ajlm-2159	100	32	table	table	NOUN
ajlm-2159	100	33	11	11	NUM
ajlm-2159	100	34	)	)	PUNCT
ajlm-2159	100	35	.	.	PUNCT
ajlm-2159	101	1	anaemia	anaemia	NOUN
ajlm-2159	101	2	,	,	PUNCT
ajlm-2159	101	3	leukaemia	leukaemia	NOUN
ajlm-2159	101	4	,	,	PUNCT
ajlm-2159	101	5	and	and	CCONJ
ajlm-2159	101	6	abnormal	abnormal	ADJ
ajlm-2159	101	7	bleeding	bleeding	NOUN
ajlm-2159	101	8	-	-	PUNCT
ajlm-2159	101	9	related	relate	VERB
ajlm-2159	101	10	tests	test	NOUN
ajlm-2159	101	11	–	–	PUNCT
ajlm-2159	101	12	full	full	ADJ
ajlm-2159	101	13	blood	blood	NOUN
ajlm-2159	101	14	count	count	NOUN
ajlm-2159	101	15	and	and	CCONJ
ajlm-2159	101	16	differential	differential	ADJ
ajlm-2159	101	17	count	count	NOUN
ajlm-2159	101	18	expenditures	expenditure	NOUN
ajlm-2159	101	19	on	on	ADP
ajlm-2159	101	20	anaemia	anaemia	NOUN
ajlm-2159	101	21	,	,	PUNCT
ajlm-2159	101	22	leukaemia	leukaemia	NOUN
ajlm-2159	101	23	,	,	PUNCT
ajlm-2159	101	24	and	and	CCONJ
ajlm-2159	101	25	abnormal	abnormal	ADJ
ajlm-2159	101	26	bleeding	bleeding	NOUN
ajlm-2159	101	27	-	-	PUNCT
ajlm-2159	101	28	related	relate	VERB
ajlm-2159	101	29	tests	test	NOUN
ajlm-2159	101	30	increased	increase	VERB
ajlm-2159	101	31	every	every	DET
ajlm-2159	101	32	month	month	NOUN
ajlm-2159	101	33	before	before	ADP
ajlm-2159	101	34	the	the	DET
ajlm-2159	101	35	intervention	intervention	NOUN
ajlm-2159	101	36	.	.	PUNCT
ajlm-2159	102	1	the	the	DET
ajlm-2159	102	2	observed	observed	ADJ
ajlm-2159	102	3	increase	increase	NOUN
ajlm-2159	102	4	was	be	AUX
ajlm-2159	102	5	statistically	statistically	ADV
ajlm-2159	102	6	significant	significant	ADJ
ajlm-2159	102	7	for	for	ADP
ajlm-2159	102	8	full	full	ADJ
ajlm-2159	102	9	blood	blood	NOUN
ajlm-2159	102	10	count	count	NOUN
ajlm-2159	102	11	tests	test	NOUN
ajlm-2159	102	12	and	and	CCONJ
ajlm-2159	102	13	insignificant	insignificant	ADJ
ajlm-2159	102	14	for	for	ADP
ajlm-2159	102	15	differential	differential	ADJ
ajlm-2159	102	16	count	count	NOUN
ajlm-2159	102	17	tests	test	NOUN
ajlm-2159	102	18	.	.	PUNCT
ajlm-2159	103	1	in	in	ADP
ajlm-2159	103	2	the	the	DET
ajlm-2159	103	3	first	first	ADJ
ajlm-2159	103	4	month	month	NOUN
ajlm-2159	103	5	of	of	ADP
ajlm-2159	103	6	the	the	DET
ajlm-2159	103	7	intervention	intervention	NOUN
ajlm-2159	103	8	,	,	PUNCT
ajlm-2159	103	9	there	there	PRON
ajlm-2159	103	10	were	be	VERB
ajlm-2159	103	11	significant	significant	ADJ
ajlm-2159	103	12	reductions	reduction	NOUN
ajlm-2159	103	13	in	in	ADP
ajlm-2159	103	14	expenditures	expenditure	NOUN
ajlm-2159	103	15	for	for	ADP
ajlm-2159	103	16	both	both	DET
ajlm-2159	103	17	tests	test	NOUN
ajlm-2159	103	18	(	(	PUNCT
ajlm-2159	103	19	full	full	ADJ
ajlm-2159	103	20	blood	blood	NOUN
ajlm-2159	103	21	count	count	NOUN
ajlm-2159	103	22	:	:	PUNCT
ajlm-2159	103	23	$	$	SYM
ajlm-2159	103	24	3518.21	3518.21	NUM
ajlm-2159	103	25	usd	usd	NOUN
ajlm-2159	103	26	decrease	decrease	NOUN
ajlm-2159	103	27	,	,	PUNCT
ajlm-2159	103	28	p	p	X
ajlm-2159	103	29	<	<	X
ajlm-2159	103	30	0.001	0.001	NUM
ajlm-2159	103	31	;	;	PUNCT
ajlm-2159	103	32	and	and	CCONJ
ajlm-2159	103	33	differential	differential	ADJ
ajlm-2159	103	34	count	count	NOUN
ajlm-2159	103	35	:	:	PUNCT
ajlm-2159	103	36	$	$	SYM
ajlm-2159	103	37	5103.73	5103.73	NUM
ajlm-2159	103	38	usd	usd	NOUN
ajlm-2159	103	39	decrease	decrease	NOUN
ajlm-2159	103	40	,	,	PUNCT
ajlm-2159	103	41	p	p	X
ajlm-2159	103	42	<	<	X
ajlm-2159	103	43	0.001	0.001	NUM
ajlm-2159	103	44	)	)	PUNCT
ajlm-2159	103	45	.	.	PUNCT
ajlm-2159	104	1	after	after	ADP
ajlm-2159	104	2	the	the	DET
ajlm-2159	104	3	first	first	ADJ
ajlm-2159	104	4	month	month	NOUN
ajlm-2159	104	5	of	of	ADP
ajlm-2159	104	6	the	the	DET
ajlm-2159	104	7	intervention	intervention	NOUN
ajlm-2159	104	8	,	,	PUNCT
ajlm-2159	104	9	both	both	DET
ajlm-2159	104	10	test	test	NOUN
ajlm-2159	104	11	expenditures	expenditure	NOUN
ajlm-2159	104	12	were	be	AUX
ajlm-2159	104	13	estimated	estimate	VERB
ajlm-2159	104	14	to	to	PART
ajlm-2159	104	15	increase	increase	VERB
ajlm-2159	104	16	insignificantly	insignificantly	ADV
ajlm-2159	104	17	(	(	PUNCT
ajlm-2159	104	18	full	full	ADJ
ajlm-2159	104	19	blood	blood	NOUN
ajlm-2159	104	20	count	count	NOUN
ajlm-2159	104	21	:	:	PUNCT
ajlm-2159	104	22	$	$	SYM
ajlm-2159	104	23	50.89	50.89	NUM
ajlm-2159	104	24	usd	usd	NOUN
ajlm-2159	104	25	increase	increase	NOUN
ajlm-2159	104	26	,	,	PUNCT
ajlm-2159	104	27	p	p	X
ajlm-2159	104	28	=	=	NOUN
ajlm-2159	104	29	0.264	0.264	NUM
ajlm-2159	104	30	;	;	PUNCT
ajlm-2159	104	31	differential	differential	ADJ
ajlm-2159	104	32	count	count	NOUN
ajlm-2159	104	33	:	:	PUNCT
ajlm-2159	104	34	$	$	SYM
ajlm-2159	104	35	3.23	3.23	NUM
ajlm-2159	104	36	usd	usd	NOUN
ajlm-2159	104	37	increase	increase	NOUN
ajlm-2159	104	38	,	,	PUNCT
ajlm-2159	104	39	p	p	NOUN
ajlm-2159	104	40	=	=	NOUN
ajlm-2159	104	41	0.848	0.848	NUM
ajlm-2159	104	42	)	)	PUNCT
ajlm-2159	104	43	(	(	PUNCT
ajlm-2159	104	44	online	online	ADJ
ajlm-2159	104	45	supplementary	supplementary	ADJ
ajlm-2159	104	46	figure	figure	NOUN
ajlm-2159	104	47	12	12	NUM
ajlm-2159	104	48	and	and	CCONJ
ajlm-2159	104	49	online	online	ADJ
ajlm-2159	104	50	supplementary	supplementary	ADJ
ajlm-2159	104	51	table	table	NOUN
ajlm-2159	104	52	12	12	NUM
ajlm-2159	104	53	)	)	PUNCT
ajlm-2159	104	54	.	.	PUNCT
ajlm-2159	105	1	liver	liver	NOUN
ajlm-2159	105	2	inflammation	inflammation	NOUN
ajlm-2159	105	3	-	-	PUNCT
ajlm-2159	105	4	related	relate	VERB
ajlm-2159	105	5	tests	test	NOUN
ajlm-2159	105	6	–	–	PUNCT
ajlm-2159	105	7	hepatitis	hepatitis	NOUN
ajlm-2159	105	8	a	a	DET
ajlm-2159	105	9	glycated	glycate	VERB
ajlm-2159	105	10	haemoglobin	haemoglobin	NOUN
ajlm-2159	105	11	,	,	PUNCT
ajlm-2159	105	12	hepatitis	hepatitis	PROPN
ajlm-2159	105	13	b	b	PROPN
ajlm-2159	105	14	surface	surface	NOUN
ajlm-2159	105	15	antigen	antigen	ADV
ajlm-2159	105	16	,	,	PUNCT
ajlm-2159	105	17	hepatitis	hepatitis	PROPN
ajlm-2159	105	18	b	b	PROPN
ajlm-2159	105	19	surface	surface	NOUN
ajlm-2159	105	20	antibody	antibody	NOUN
ajlm-2159	105	21	and	and	CCONJ
ajlm-2159	105	22	hepatitis	hepatitis	NOUN
ajlm-2159	105	23	c	c	NOUN
ajlm-2159	105	24	antibody	antibody	NOUN
ajlm-2159	105	25	before	before	ADP
ajlm-2159	105	26	the	the	DET
ajlm-2159	105	27	intervention	intervention	NOUN
ajlm-2159	105	28	,	,	PUNCT
ajlm-2159	105	29	monthly	monthly	ADJ
ajlm-2159	105	30	expenditure	expenditure	NOUN
ajlm-2159	105	31	for	for	ADP
ajlm-2159	105	32	the	the	DET
ajlm-2159	105	33	ham	ham	NOUN
ajlm-2159	105	34	and	and	CCONJ
ajlm-2159	105	35	hepatitis	hepatitis	PROPN
ajlm-2159	105	36	c	c	NOUN
ajlm-2159	105	37	antibody	antibody	NOUN
ajlm-2159	105	38	tests	test	NOUN
ajlm-2159	105	39	demonstrated	demonstrate	VERB
ajlm-2159	105	40	significant	significant	ADJ
ajlm-2159	105	41	decreasing	decrease	VERB
ajlm-2159	105	42	trends	trend	NOUN
ajlm-2159	105	43	,	,	PUNCT
ajlm-2159	105	44	whereas	whereas	SCONJ
ajlm-2159	105	45	the	the	DET
ajlm-2159	105	46	expenditure	expenditure	NOUN
ajlm-2159	105	47	for	for	ADP
ajlm-2159	105	48	hepatitis	hepatitis	PROPN
ajlm-2159	105	49	b	b	PROPN
ajlm-2159	105	50	surface	surface	NOUN
ajlm-2159	105	51	antigen	antigen	NOUN
ajlm-2159	105	52	and	and	CCONJ
ajlm-2159	105	53	hepatitis	hepatitis	PROPN
ajlm-2159	105	54	b	b	PROPN
ajlm-2159	105	55	surface	surface	NOUN
ajlm-2159	105	56	antibody	antibody	NOUN
ajlm-2159	105	57	showed	show	VERB
ajlm-2159	105	58	insignificant	insignificant	ADJ
ajlm-2159	105	59	decreasing	decrease	VERB
ajlm-2159	105	60	trends	trend	NOUN
ajlm-2159	105	61	.	.	PUNCT
ajlm-2159	106	1	in	in	ADP
ajlm-2159	106	2	the	the	DET
ajlm-2159	106	3	first	first	ADJ
ajlm-2159	106	4	month	month	NOUN
ajlm-2159	106	5	of	of	ADP
ajlm-2159	106	6	the	the	DET
ajlm-2159	106	7	intervention	intervention	NOUN
ajlm-2159	106	8	,	,	PUNCT
ajlm-2159	106	9	the	the	DET
ajlm-2159	106	10	monthly	monthly	ADJ
ajlm-2159	106	11	expenditure	expenditure	NOUN
ajlm-2159	106	12	decreased	decrease	VERB
ajlm-2159	106	13	insignificantly	insignificantly	ADV
ajlm-2159	106	14	for	for	ADP
ajlm-2159	106	15	ham	ham	NOUN
ajlm-2159	106	16	(	(	PUNCT
ajlm-2159	106	17	$	$	SYM
ajlm-2159	106	18	238.47	238.47	NUM
ajlm-2159	106	19	usd	usd	NOUN
ajlm-2159	106	20	decrease	decrease	NOUN
ajlm-2159	106	21	,	,	PUNCT
ajlm-2159	106	22	p	p	X
ajlm-2159	106	23	=	=	NOUN
ajlm-2159	106	24	0.673	0.673	NUM
ajlm-2159	106	25	)	)	PUNCT
ajlm-2159	106	26	,	,	PUNCT
ajlm-2159	106	27	hepatitis	hepatitis	PROPN
ajlm-2159	106	28	b	b	PROPN
ajlm-2159	106	29	surface	surface	NOUN
ajlm-2159	106	30	antigen	antigen	NOUN
ajlm-2159	106	31	(	(	PUNCT
ajlm-2159	106	32	$	$	SYM
ajlm-2159	106	33	177.74	177.74	NUM
ajlm-2159	106	34	usd	usd	NOUN
ajlm-2159	106	35	decrease	decrease	NOUN
ajlm-2159	106	36	,	,	PUNCT
ajlm-2159	106	37	p	p	NOUN
ajlm-2159	106	38	=	=	PROPN
ajlm-2159	106	39	0.281	0.281	NUM
ajlm-2159	106	40	)	)	PUNCT
ajlm-2159	106	41	and	and	CCONJ
ajlm-2159	106	42	hepatitis	hepatitis	NOUN
ajlm-2159	106	43	c	c	NOUN
ajlm-2159	106	44	antibody	antibody	NOUN
ajlm-2159	106	45	(	(	PUNCT
ajlm-2159	106	46	$	$	SYM
ajlm-2159	106	47	10.58	10.58	NUM
ajlm-2159	106	48	usd	usd	NOUN
ajlm-2159	106	49	decrease	decrease	NOUN
ajlm-2159	106	50	,	,	PUNCT
ajlm-2159	106	51	p	p	NOUN
ajlm-2159	106	52	=	=	NOUN
ajlm-2159	106	53	0.776	0.776	NUM
ajlm-2159	106	54	)	)	PUNCT
ajlm-2159	106	55	.	.	PUNCT
ajlm-2159	107	1	in	in	ADP
ajlm-2159	107	2	the	the	DET
ajlm-2159	107	3	same	same	ADJ
ajlm-2159	107	4	period	period	NOUN
ajlm-2159	107	5	,	,	PUNCT
ajlm-2159	107	6	hepatitis	hepatitis	PROPN
ajlm-2159	107	7	b	b	PROPN
ajlm-2159	107	8	surface	surface	NOUN
ajlm-2159	107	9	antibody	antibody	NOUN
ajlm-2159	107	10	expenditure	expenditure	NOUN
ajlm-2159	107	11	showed	show	VERB
ajlm-2159	107	12	a	a	DET
ajlm-2159	107	13	statistically	statistically	ADV
ajlm-2159	107	14	insignificant	insignificant	ADJ
ajlm-2159	107	15	increase	increase	NOUN
ajlm-2159	107	16	(	(	PUNCT
ajlm-2159	107	17	$	$	SYM
ajlm-2159	107	18	52.07	52.07	NUM
ajlm-2159	107	19	usd	usd	NOUN
ajlm-2159	107	20	increase	increase	NOUN
ajlm-2159	107	21	,	,	PUNCT
ajlm-2159	107	22	p	p	NOUN
ajlm-2159	107	23	=	=	NOUN
ajlm-2159	107	24	0.776	0.776	NUM
ajlm-2159	107	25	)	)	PUNCT
ajlm-2159	107	26	.	.	PUNCT
ajlm-2159	108	1	after	after	ADP
ajlm-2159	108	2	the	the	DET
ajlm-2159	108	3	first	first	ADJ
ajlm-2159	108	4	month	month	NOUN
ajlm-2159	108	5	of	of	ADP
ajlm-2159	108	6	the	the	DET
ajlm-2159	108	7	intervention	intervention	NOUN
ajlm-2159	108	8	,	,	PUNCT
ajlm-2159	108	9	expenditure	expenditure	NOUN
ajlm-2159	108	10	for	for	ADP
ajlm-2159	108	11	ham	ham	NOUN
ajlm-2159	108	12	,	,	PUNCT
ajlm-2159	108	13	hepatitis	hepatitis	PROPN
ajlm-2159	108	14	b	b	PROPN
ajlm-2159	108	15	surface	surface	NOUN
ajlm-2159	108	16	antibody	antibody	NOUN
ajlm-2159	108	17	,	,	PUNCT
ajlm-2159	108	18	and	and	CCONJ
ajlm-2159	108	19	hepatitis	hepatitis	NOUN
ajlm-2159	108	20	c	c	NOUN
ajlm-2159	108	21	antibody	antibody	NOUN
ajlm-2159	108	22	were	be	AUX
ajlm-2159	108	23	estimated	estimate	VERB
ajlm-2159	108	24	to	to	PART
ajlm-2159	108	25	decrease	decrease	VERB
ajlm-2159	108	26	significantly	significantly	ADV
ajlm-2159	108	27	every	every	DET
ajlm-2159	108	28	month	month	NOUN
ajlm-2159	108	29	(	(	PUNCT
ajlm-2159	108	30	ham	ham	NOUN
ajlm-2159	108	31	:	:	PUNCT
ajlm-2159	108	32	$	$	SYM
ajlm-2159	108	33	14.16	14.16	NUM
ajlm-2159	108	34	usd	usd	NOUN
ajlm-2159	108	35	decrease	decrease	NOUN
ajlm-2159	108	36	,	,	PUNCT
ajlm-2159	108	37	p	p	X
ajlm-2159	108	38	=	=	NOUN
ajlm-2159	108	39	0.000	0.000	NUM
ajlm-2159	108	40	;	;	PUNCT
ajlm-2159	108	41	hepatitis	hepatitis	PROPN
ajlm-2159	108	42	b	b	PROPN
ajlm-2159	108	43	surface	surface	NOUN
ajlm-2159	108	44	antibody	antibody	NOUN
ajlm-2159	108	45	:	:	PUNCT
ajlm-2159	108	46	$	$	SYM
ajlm-2159	108	47	19.74	19.74	NUM
ajlm-2159	108	48	usd	usd	NOUN
ajlm-2159	108	49	decrease	decrease	NOUN
ajlm-2159	108	50	,	,	PUNCT
ajlm-2159	108	51	p	p	X
ajlm-2159	108	52	=	=	PROPN
ajlm-2159	108	53	0.023	0.023	NUM
ajlm-2159	108	54	;	;	PUNCT
ajlm-2159	108	55	hepatitis	hepatitis	PROPN
ajlm-2159	108	56	c	c	NOUN
ajlm-2159	108	57	antibody	antibody	NOUN
ajlm-2159	108	58	:	:	PUNCT
ajlm-2159	108	59	$	$	SYM
ajlm-2159	108	60	15.31	15.31	NUM
ajlm-2159	108	61	usd	usd	NOUN
ajlm-2159	108	62	decrease	decrease	NOUN
ajlm-2159	108	63	,	,	PUNCT
ajlm-2159	108	64	p	p	X
ajlm-2159	108	65	=	=	NOUN
ajlm-2159	108	66	0.007	0.007	NUM
ajlm-2159	108	67	)	)	PUNCT
ajlm-2159	108	68	(	(	PUNCT
ajlm-2159	108	69	online	online	PROPN
ajlm-2159	108	70	supplementary	supplementary	ADJ
ajlm-2159	108	71	figure	figure	NOUN
ajlm-2159	108	72	13	13	NUM
ajlm-2159	108	73	and	and	CCONJ
ajlm-2159	108	74	online	online	ADJ
ajlm-2159	108	75	supplementary	supplementary	ADJ
ajlm-2159	108	76	table	table	NOUN
ajlm-2159	108	77	13	13	NUM
ajlm-2159	108	78	)	)	PUNCT
ajlm-2159	108	79	.	.	PUNCT
ajlm-2159	109	1	impact	impact	NOUN
ajlm-2159	109	2	of	of	ADP
ajlm-2159	109	3	electronic	electronic	ADJ
ajlm-2159	109	4	gatekeeping	gatekeeping	NOUN
ajlm-2159	109	5	intervention	intervention	NOUN
ajlm-2159	109	6	on	on	ADP
ajlm-2159	109	7	patient	patient	ADJ
ajlm-2159	109	8	volumes	volume	NOUN
ajlm-2159	109	9	more	more	ADJ
ajlm-2159	109	10	tests	test	NOUN
ajlm-2159	109	11	were	be	AUX
ajlm-2159	109	12	conducted	conduct	VERB
ajlm-2159	109	13	before	before	ADP
ajlm-2159	109	14	the	the	DET
ajlm-2159	109	15	egk	egk	ADJ
ajlm-2159	109	16	intervention	intervention	NOUN
ajlm-2159	109	17	(	(	PUNCT
ajlm-2159	109	18	646	646	NUM
ajlm-2159	109	19	718	718	NUM
ajlm-2159	109	20	)	)	PUNCT
ajlm-2159	109	21	than	than	ADP
ajlm-2159	109	22	during	during	ADP
ajlm-2159	109	23	the	the	DET
ajlm-2159	109	24	intervention	intervention	NOUN
ajlm-2159	109	25	(	(	PUNCT
ajlm-2159	109	26	434	434	NUM
ajlm-2159	109	27	790	790	NUM
ajlm-2159	109	28	)	)	PUNCT
ajlm-2159	109	29	.	.	PUNCT
ajlm-2159	110	1	before	before	ADP
ajlm-2159	110	2	the	the	DET
ajlm-2159	110	3	intervention	intervention	NOUN
ajlm-2159	110	4	,	,	PUNCT
ajlm-2159	110	5	the	the	DET
ajlm-2159	110	6	expenditure	expenditure	NOUN
ajlm-2159	110	7	trend	trend	NOUN
ajlm-2159	110	8	showed	show	VERB
ajlm-2159	110	9	irregular	irregular	ADJ
ajlm-2159	110	10	fluctuations	fluctuation	NOUN
ajlm-2159	110	11	,	,	PUNCT
ajlm-2159	110	12	whereas	whereas	SCONJ
ajlm-2159	110	13	during	during	ADP
ajlm-2159	110	14	the	the	DET
ajlm-2159	110	15	intervention	intervention	NOUN
ajlm-2159	110	16	,	,	PUNCT
ajlm-2159	110	17	the	the	DET
ajlm-2159	110	18	expenditure	expenditure	NOUN
ajlm-2159	110	19	trend	trend	NOUN
ajlm-2159	110	20	was	be	AUX
ajlm-2159	110	21	somewhat	somewhat	ADV
ajlm-2159	110	22	more	more	ADV
ajlm-2159	110	23	stable	stable	ADJ
ajlm-2159	110	24	(	(	PUNCT
ajlm-2159	110	25	figure	figure	NOUN
ajlm-2159	110	26	3	3	NUM
ajlm-2159	110	27	)	)	PUNCT
ajlm-2159	110	28	.	.	PUNCT
ajlm-2159	111	1	total	total	ADJ
ajlm-2159	111	2	expenditure	expenditure	NOUN
ajlm-2159	111	3	was	be	AUX
ajlm-2159	111	4	also	also	ADV
ajlm-2159	111	5	greater	great	ADJ
ajlm-2159	111	6	before	before	ADP
ajlm-2159	111	7	the	the	DET
ajlm-2159	111	8	intervention	intervention	NOUN
ajlm-2159	111	9	(	(	PUNCT
ajlm-2159	111	10	$	$	SYM
ajlm-2159	111	11	1	1	NUM
ajlm-2159	111	12	663	663	NUM
ajlm-2159	111	13	756.72	756.72	NUM
ajlm-2159	111	14	)	)	PUNCT
ajlm-2159	111	15	than	than	ADP
ajlm-2159	111	16	during	during	ADP
ajlm-2159	111	17	the	the	DET
ajlm-2159	111	18	intervention	intervention	NOUN
ajlm-2159	111	19	(	(	PUNCT
ajlm-2159	111	20	$	$	SYM
ajlm-2159	111	21	1	1	NUM
ajlm-2159	111	22	105	105	NUM
ajlm-2159	111	23	036.88	036.88	NUM
ajlm-2159	111	24	)	)	PUNCT
ajlm-2159	111	25	.	.	PUNCT
ajlm-2159	112	1	in	in	ADP
ajlm-2159	112	2	the	the	DET
ajlm-2159	112	3	period	period	NOUN
ajlm-2159	112	4	before	before	ADP
ajlm-2159	112	5	the	the	DET
ajlm-2159	112	6	intervention	intervention	NOUN
ajlm-2159	112	7	,	,	PUNCT
ajlm-2159	112	8	the	the	DET
ajlm-2159	112	9	lowest	low	ADJ
ajlm-2159	112	10	number	number	NOUN
ajlm-2159	112	11	of	of	ADP
ajlm-2159	112	12	tests	test	NOUN
ajlm-2159	112	13	conducted	conduct	VERB
ajlm-2159	112	14	per	per	ADP
ajlm-2159	112	15	month	month	NOUN
ajlm-2159	112	16	was	be	AUX
ajlm-2159	112	17	12	12	NUM
ajlm-2159	112	18	258	258	NUM
ajlm-2159	112	19	,	,	PUNCT
ajlm-2159	112	20	for	for	ADP
ajlm-2159	112	21	which	which	PRON
ajlm-2159	112	22	the	the	DET
ajlm-2159	112	23	expenditure	expenditure	NOUN
ajlm-2159	112	24	was	be	AUX
ajlm-2159	112	25	$	$	SYM
ajlm-2159	112	26	30	30	NUM
ajlm-2159	112	27	285.50	285.50	NUM
ajlm-2159	112	28	.	.	PUNCT
ajlm-2159	113	1	during	during	ADP
ajlm-2159	113	2	the	the	DET
ajlm-2159	113	3	same	same	ADJ
ajlm-2159	113	4	period	period	NOUN
ajlm-2159	113	5	,	,	PUNCT
ajlm-2159	113	6	the	the	DET
ajlm-2159	113	7	highest	high	ADJ
ajlm-2159	113	8	number	number	NOUN
ajlm-2159	113	9	of	of	ADP
ajlm-2159	113	10	tests	test	NOUN
ajlm-2159	113	11	conducted	conduct	VERB
ajlm-2159	113	12	per	per	ADP
ajlm-2159	113	13	month	month	NOUN
ajlm-2159	113	14	was	be	AUX
ajlm-2159	113	15	36	36	NUM
ajlm-2159	113	16	962	962	NUM
ajlm-2159	113	17	,	,	PUNCT
ajlm-2159	113	18	for	for	ADP
ajlm-2159	113	19	which	which	PRON
ajlm-2159	113	20	the	the	DET
ajlm-2159	113	21	expenditure	expenditure	NOUN
ajlm-2159	113	22	was	be	AUX
ajlm-2159	113	23	$	$	SYM
ajlm-2159	113	24	96	96	NUM
ajlm-2159	113	25	054.60	054.60	NUM
ajlm-2159	113	26	.	.	PUNCT
ajlm-2159	114	1	in	in	ADP
ajlm-2159	114	2	the	the	DET
ajlm-2159	114	3	intervention	intervention	NOUN
ajlm-2159	114	4	period	period	NOUN
ajlm-2159	114	5	,	,	PUNCT
ajlm-2159	114	6	the	the	DET
ajlm-2159	114	7	lowest	low	ADJ
ajlm-2159	114	8	number	number	NOUN
ajlm-2159	114	9	of	of	ADP
ajlm-2159	114	10	tests	test	NOUN
ajlm-2159	114	11	conducted	conduct	VERB
ajlm-2159	114	12	per	per	ADP
ajlm-2159	114	13	month	month	NOUN
ajlm-2159	114	14	was	be	AUX
ajlm-2159	114	15	15	15	NUM
ajlm-2159	114	16	215	215	NUM
ajlm-2159	114	17	,	,	PUNCT
ajlm-2159	114	18	for	for	ADP
ajlm-2159	114	19	which	which	PRON
ajlm-2159	114	20	the	the	DET
ajlm-2159	114	21	expenditure	expenditure	NOUN
ajlm-2159	114	22	was	be	AUX
ajlm-2159	114	23	$	$	SYM
ajlm-2159	114	24	41	41	NUM
ajlm-2159	114	25	306.86	306.86	NUM
ajlm-2159	114	26	.	.	PUNCT
ajlm-2159	115	1	during	during	ADP
ajlm-2159	115	2	the	the	DET
ajlm-2159	115	3	same	same	ADJ
ajlm-2159	115	4	period	period	NOUN
ajlm-2159	115	5	,	,	PUNCT
ajlm-2159	115	6	the	the	DET
ajlm-2159	115	7	highest	high	ADJ
ajlm-2159	115	8	number	number	NOUN
ajlm-2159	115	9	of	of	ADP
ajlm-2159	115	10	tests	test	NOUN
ajlm-2159	115	11	conducted	conduct	VERB
ajlm-2159	115	12	was	be	AUX
ajlm-2159	115	13	22	22	NUM
ajlm-2159	115	14	696	696	NUM
ajlm-2159	115	15	,	,	PUNCT
ajlm-2159	115	16	for	for	ADP
ajlm-2159	115	17	which	which	PRON
ajlm-2159	115	18	the	the	DET
ajlm-2159	115	19	expenditure	expenditure	NOUN
ajlm-2159	115	20	was	be	AUX
ajlm-2159	115	21	$	$	SYM
ajlm-2159	115	22	55	55	NUM
ajlm-2159	115	23	701.49	701.49	NUM
ajlm-2159	115	24	(	(	PUNCT
ajlm-2159	115	25	online	online	ADJ
ajlm-2159	115	26	supplementary	supplementary	ADJ
ajlm-2159	115	27	table	table	NOUN
ajlm-2159	115	28	14	14	NUM
ajlm-2159	115	29	)	)	PUNCT
ajlm-2159	115	30	.	.	PUNCT
ajlm-2159	116	1	we	we	PRON
ajlm-2159	116	2	also	also	ADV
ajlm-2159	116	3	conducted	conduct	VERB
ajlm-2159	116	4	analyses	analysis	NOUN
ajlm-2159	116	5	to	to	PART
ajlm-2159	116	6	assess	assess	VERB
ajlm-2159	116	7	the	the	DET
ajlm-2159	116	8	possible	possible	ADJ
ajlm-2159	116	9	impact	impact	NOUN
ajlm-2159	116	10	of	of	ADP
ajlm-2159	116	11	patient	patient	ADJ
ajlm-2159	116	12	volumes	volume	NOUN
ajlm-2159	116	13	on	on	ADP
ajlm-2159	116	14	laboratory	laboratory	NOUN
ajlm-2159	116	15	expenditure	expenditure	NOUN
ajlm-2159	116	16	.	.	PUNCT
ajlm-2159	117	1	we	we	PRON
ajlm-2159	117	2	noted	note	VERB
ajlm-2159	117	3	that	that	SCONJ
ajlm-2159	117	4	348	348	NUM
ajlm-2159	117	5	804	804	NUM
ajlm-2159	117	6	patients	patient	NOUN
ajlm-2159	117	7	were	be	AUX
ajlm-2159	117	8	admitted	admit	VERB
ajlm-2159	117	9	to	to	ADP
ajlm-2159	117	10	the	the	DET
ajlm-2159	117	11	facility	facility	NOUN
ajlm-2159	117	12	in	in	ADP
ajlm-2159	117	13	the	the	DET
ajlm-2159	117	14	24	24	NUM
ajlm-2159	117	15	months	month	NOUN
ajlm-2159	117	16	during	during	ADP
ajlm-2159	117	17	the	the	DET
ajlm-2159	117	18	intervention	intervention	NOUN
ajlm-2159	117	19	,	,	PUNCT
ajlm-2159	117	20	while	while	SCONJ
ajlm-2159	117	21	slightly	slightly	ADV
ajlm-2159	117	22	more	more	ADJ
ajlm-2159	117	23	than	than	ADP
ajlm-2159	117	24	the	the	DET
ajlm-2159	117	25	336	336	NUM
ajlm-2159	117	26	283	283	NUM
ajlm-2159	117	27	were	be	AUX
ajlm-2159	117	28	admitted	admit	VERB
ajlm-2159	117	29	in	in	ADP
ajlm-2159	117	30	the	the	DET
ajlm-2159	117	31	24	24	NUM
ajlm-2159	117	32	months	month	NOUN
ajlm-2159	117	33	before	before	ADP
ajlm-2159	117	34	the	the	DET
ajlm-2159	117	35	intervention	intervention	NOUN
ajlm-2159	117	36	.	.	PUNCT
ajlm-2159	118	1	similarly	similarly	ADV
ajlm-2159	118	2	,	,	PUNCT
ajlm-2159	118	3	the	the	DET
ajlm-2159	118	4	outpatient	outpatient	NOUN
ajlm-2159	118	5	headcount	headcount	NOUN
ajlm-2159	118	6	during	during	ADP
ajlm-2159	118	7	the	the	DET
ajlm-2159	118	8	24	24	NUM
ajlm-2159	118	9	-	-	PUNCT
ajlm-2159	118	10	month	month	NOUN
ajlm-2159	118	11	intervention	intervention	NOUN
ajlm-2159	118	12	was	be	AUX
ajlm-2159	118	13	339	339	NUM
ajlm-2159	118	14	711	711	NUM
ajlm-2159	118	15	,	,	PUNCT
ajlm-2159	118	16	which	which	PRON
ajlm-2159	118	17	was	be	AUX
ajlm-2159	118	18	slightly	slightly	ADV
ajlm-2159	118	19	more	more	ADJ
ajlm-2159	118	20	than	than	ADP
ajlm-2159	118	21	the	the	DET
ajlm-2159	118	22	258	258	NUM
ajlm-2159	118	23	267	267	NUM
ajlm-2159	118	24	outpatients	outpatient	NOUN
ajlm-2159	118	25	received	receive	VERB
ajlm-2159	118	26	at	at	ADP
ajlm-2159	118	27	the	the	DET
ajlm-2159	118	28	facility	facility	NOUN
ajlm-2159	118	29	during	during	ADP
ajlm-2159	118	30	the	the	DET
ajlm-2159	118	31	24	24	NUM
ajlm-2159	118	32	months	month	NOUN
ajlm-2159	118	33	before	before	ADP
ajlm-2159	118	34	the	the	DET
ajlm-2159	118	35	intervention	intervention	NOUN
ajlm-2159	118	36	.	.	PUNCT
ajlm-2159	119	1	discussion	discussion	NOUN
ajlm-2159	119	2	analysis	analysis	NOUN
ajlm-2159	119	3	of	of	ADP
ajlm-2159	119	4	the	the	DET
ajlm-2159	119	5	findings	finding	NOUN
ajlm-2159	119	6	revealed	reveal	VERB
ajlm-2159	119	7	that	that	SCONJ
ajlm-2159	119	8	the	the	DET
ajlm-2159	119	9	introduction	introduction	NOUN
ajlm-2159	119	10	and	and	CCONJ
ajlm-2159	119	11	implementation	implementation	NOUN
ajlm-2159	119	12	of	of	ADP
ajlm-2159	119	13	egk	egk	NOUN
ajlm-2159	119	14	at	at	ADP
ajlm-2159	119	15	nmah	nmah	NOUN
ajlm-2159	119	16	worked	work	VERB
ajlm-2159	119	17	well	well	ADV
ajlm-2159	119	18	to	to	PART
ajlm-2159	119	19	manage	manage	VERB
ajlm-2159	119	20	demand	demand	NOUN
ajlm-2159	119	21	for	for	ADP
ajlm-2159	119	22	laboratory	laboratory	NOUN
ajlm-2159	119	23	tests	test	NOUN
ajlm-2159	119	24	when	when	SCONJ
ajlm-2159	119	25	compared	compare	VERB
ajlm-2159	119	26	to	to	ADP
ajlm-2159	119	27	the	the	DET
ajlm-2159	119	28	periods	period	NOUN
ajlm-2159	119	29	when	when	SCONJ
ajlm-2159	119	30	there	there	PRON
ajlm-2159	119	31	was	be	VERB
ajlm-2159	119	32	no	no	DET
ajlm-2159	119	33	egk	egk	ADJ
ajlm-2159	119	34	implementation	implementation	NOUN
ajlm-2159	119	35	.	.	PUNCT
ajlm-2159	120	1	this	this	PRON
ajlm-2159	120	2	is	be	AUX
ajlm-2159	120	3	better	well	ADV
ajlm-2159	120	4	understood	understand	VERB
ajlm-2159	120	5	when	when	SCONJ
ajlm-2159	120	6	observing	observe	VERB
ajlm-2159	120	7	the	the	DET
ajlm-2159	120	8	logistic	logistic	ADJ
ajlm-2159	120	9	regression	regression	NOUN
ajlm-2159	120	10	analysis	analysis	NOUN
ajlm-2159	120	11	of	of	ADP
ajlm-2159	120	12	the	the	DET
ajlm-2159	120	13	test	test	NOUN
ajlm-2159	120	14	expenditures	expenditure	NOUN
ajlm-2159	120	15	before	before	ADV
ajlm-2159	120	16	,	,	PUNCT
ajlm-2159	120	17	during	during	ADP
ajlm-2159	120	18	and	and	CCONJ
ajlm-2159	120	19	after	after	ADP
ajlm-2159	120	20	the	the	DET
ajlm-2159	120	21	egk	egk	ADJ
ajlm-2159	120	22	intervention	intervention	NOUN
ajlm-2159	120	23	periods	period	NOUN
ajlm-2159	120	24	.	.	PUNCT
ajlm-2159	121	1	in	in	ADP
ajlm-2159	121	2	the	the	DET
ajlm-2159	121	3	period	period	NOUN
ajlm-2159	121	4	before	before	ADP
ajlm-2159	121	5	the	the	DET
ajlm-2159	121	6	intervention	intervention	NOUN
ajlm-2159	121	7	,	,	PUNCT
ajlm-2159	121	8	majority	majority	NOUN
ajlm-2159	121	9	of	of	ADP
ajlm-2159	121	10	the	the	DET
ajlm-2159	121	11	tests	test	NOUN
ajlm-2159	121	12	showed	show	VERB
ajlm-2159	121	13	an	an	DET
ajlm-2159	121	14	increase	increase	NOUN
ajlm-2159	121	15	in	in	ADP
ajlm-2159	121	16	expenditure	expenditure	NOUN
ajlm-2159	121	17	patterns	pattern	NOUN
ajlm-2159	121	18	.	.	PUNCT
ajlm-2159	122	1	in	in	ADP
ajlm-2159	122	2	the	the	DET
ajlm-2159	122	3	period	period	NOUN
ajlm-2159	122	4	during	during	ADP
ajlm-2159	122	5	the	the	DET
ajlm-2159	122	6	intervention	intervention	NOUN
ajlm-2159	122	7	,	,	PUNCT
ajlm-2159	122	8	the	the	DET
ajlm-2159	122	9	majority	majority	NOUN
ajlm-2159	122	10	of	of	ADP
ajlm-2159	122	11	tests	test	NOUN
ajlm-2159	122	12	showed	show	VERB
ajlm-2159	122	13	a	a	DET
ajlm-2159	122	14	decrease	decrease	NOUN
ajlm-2159	122	15	in	in	ADP
ajlm-2159	122	16	expenditure	expenditure	NOUN
ajlm-2159	122	17	patterns	pattern	NOUN
ajlm-2159	122	18	,	,	PUNCT
ajlm-2159	122	19	and	and	CCONJ
ajlm-2159	122	20	post	post	VERB
ajlm-2159	122	21	intervention	intervention	NOUN
ajlm-2159	122	22	,	,	PUNCT
ajlm-2159	122	23	the	the	DET
ajlm-2159	122	24	linear	linear	ADJ
ajlm-2159	122	25	trend	trend	NOUN
ajlm-2159	122	26	assumed	assume	VERB
ajlm-2159	122	27	that	that	SCONJ
ajlm-2159	122	28	although	although	SCONJ
ajlm-2159	122	29	the	the	DET
ajlm-2159	122	30	overall	overall	ADJ
ajlm-2159	122	31	expenditure	expenditure	NOUN
ajlm-2159	122	32	will	will	AUX
ajlm-2159	122	33	continue	continue	VERB
ajlm-2159	122	34	to	to	PART
ajlm-2159	122	35	decrease	decrease	VERB
ajlm-2159	122	36	during	during	ADP
ajlm-2159	122	37	this	this	DET
ajlm-2159	122	38	period	period	NOUN
ajlm-2159	122	39	,	,	PUNCT
ajlm-2159	122	40	expenditure	expenditure	NOUN
ajlm-2159	122	41	may	may	AUX
ajlm-2159	122	42	increase	increase	VERB
ajlm-2159	122	43	for	for	ADP
ajlm-2159	122	44	some	some	PRON
ajlm-2159	122	45	of	of	ADP
ajlm-2159	122	46	the	the	DET
ajlm-2159	122	47	tests	test	NOUN
ajlm-2159	122	48	that	that	PRON
ajlm-2159	122	49	showed	show	VERB
ajlm-2159	122	50	a	a	DET
ajlm-2159	122	51	decrease	decrease	NOUN
ajlm-2159	122	52	in	in	ADP
ajlm-2159	122	53	expenditure	expenditure	NOUN
ajlm-2159	122	54	during	during	ADP
ajlm-2159	122	55	the	the	DET
ajlm-2159	122	56	intervention	intervention	NOUN
ajlm-2159	122	57	period	period	NOUN
ajlm-2159	122	58	.	.	PUNCT
ajlm-2159	123	1	in	in	ADP
ajlm-2159	123	2	the	the	DET
ajlm-2159	123	3	regression	regression	NOUN
ajlm-2159	123	4	analysis	analysis	NOUN
ajlm-2159	123	5	of	of	ADP
ajlm-2159	123	6	laboratory	laboratory	NOUN
ajlm-2159	123	7	expenditure	expenditure	NOUN
ajlm-2159	123	8	in	in	ADP
ajlm-2159	123	9	the	the	DET
ajlm-2159	123	10	period	period	NOUN
ajlm-2159	123	11	before	before	ADP
ajlm-2159	123	12	the	the	DET
ajlm-2159	123	13	intervention	intervention	NOUN
ajlm-2159	123	14	,	,	PUNCT
ajlm-2159	123	15	71	71	NUM
ajlm-2159	123	16	%	%	NOUN
ajlm-2159	123	17	(	(	PUNCT
ajlm-2159	123	18	20/28	20/28	NUM
ajlm-2159	123	19	)	)	PUNCT
ajlm-2159	123	20	of	of	ADP
ajlm-2159	123	21	the	the	DET
ajlm-2159	123	22	tests	test	NOUN
ajlm-2159	123	23	analysed	analyse	VERB
ajlm-2159	123	24	demonstrated	demonstrate	VERB
ajlm-2159	123	25	an	an	DET
ajlm-2159	123	26	increasing	increase	VERB
ajlm-2159	123	27	expenditure	expenditure	NOUN
ajlm-2159	123	28	trend	trend	NOUN
ajlm-2159	123	29	,	,	PUNCT
ajlm-2159	123	30	six	six	NUM
ajlm-2159	123	31	of	of	ADP
ajlm-2159	123	32	which	which	PRON
ajlm-2159	123	33	showed	show	VERB
ajlm-2159	123	34	a	a	DET
ajlm-2159	123	35	statistically	statistically	ADV
ajlm-2159	123	36	significant	significant	ADJ
ajlm-2159	123	37	increase	increase	NOUN
ajlm-2159	123	38	in	in	ADP
ajlm-2159	123	39	expenditure	expenditure	NOUN
ajlm-2159	123	40	,	,	PUNCT
ajlm-2159	123	41	including	include	VERB
ajlm-2159	123	42	creatinine	creatinine	NOUN
ajlm-2159	123	43	,	,	PUNCT
ajlm-2159	123	44	urea	urea	NOUN
ajlm-2159	123	45	,	,	PUNCT
ajlm-2159	123	46	c	c	NOUN
ajlm-2159	123	47	-	-	PUNCT
ajlm-2159	123	48	reactive	reactive	ADJ
ajlm-2159	123	49	protein	protein	NOUN
ajlm-2159	123	50	,	,	PUNCT
ajlm-2159	123	51	prostate	prostate	NOUN
ajlm-2159	123	52	-	-	PUNCT
ajlm-2159	123	53	specific	specific	ADJ
ajlm-2159	123	54	antigen	antigen	NOUN
ajlm-2159	123	55	,	,	PUNCT
ajlm-2159	123	56	triiodothyronine	triiodothyronine	NOUN
ajlm-2159	123	57	and	and	CCONJ
ajlm-2159	123	58	full	full	ADJ
ajlm-2159	123	59	blood	blood	NOUN
ajlm-2159	123	60	count	count	NOUN
ajlm-2159	123	61	.	.	PUNCT
ajlm-2159	124	1	the	the	DET
ajlm-2159	124	2	remaining	remain	VERB
ajlm-2159	124	3	29	29	NUM
ajlm-2159	124	4	%	%	NOUN
ajlm-2159	124	5	(	(	PUNCT
ajlm-2159	124	6	8/28	8/28	NUM
ajlm-2159	124	7	)	)	PUNCT
ajlm-2159	124	8	of	of	ADP
ajlm-2159	124	9	the	the	DET
ajlm-2159	124	10	tests	test	NOUN
ajlm-2159	124	11	showed	show	VERB
ajlm-2159	124	12	a	a	DET
ajlm-2159	124	13	decreasing	decrease	VERB
ajlm-2159	124	14	expenditure	expenditure	NOUN
ajlm-2159	124	15	trend	trend	NOUN
ajlm-2159	124	16	,	,	PUNCT
ajlm-2159	124	17	with	with	ADP
ajlm-2159	124	18	seven	seven	NUM
ajlm-2159	124	19	of	of	ADP
ajlm-2159	124	20	the	the	DET
ajlm-2159	124	21	eight	eight	NUM
ajlm-2159	124	22	showing	show	VERB
ajlm-2159	124	23	a	a	DET
ajlm-2159	124	24	statistically	statistically	ADV
ajlm-2159	124	25	insignificant	insignificant	ADJ
ajlm-2159	124	26	decrease	decrease	NOUN
ajlm-2159	124	27	,	,	PUNCT
ajlm-2159	124	28	including	include	VERB
ajlm-2159	124	29	phosphate	phosphate	NOUN
ajlm-2159	124	30	,	,	PUNCT
ajlm-2159	124	31	cholesterol	cholesterol	NOUN
ajlm-2159	124	32	,	,	PUNCT
ajlm-2159	124	33	triglycerides	triglyceride	NOUN
ajlm-2159	124	34	,	,	PUNCT
ajlm-2159	124	35	high	high	ADJ
ajlm-2159	124	36	-	-	PUNCT
ajlm-2159	124	37	density	density	NOUN
ajlm-2159	124	38	protein	protein	NOUN
ajlm-2159	124	39	,	,	PUNCT
ajlm-2159	124	40	hepatitis	hepatitis	PROPN
ajlm-2159	124	41	b	b	PROPN
ajlm-2159	124	42	surface	surface	NOUN
ajlm-2159	124	43	antigen	antigen	ADV
ajlm-2159	124	44	,	,	PUNCT
ajlm-2159	124	45	hepatitis	hepatitis	PROPN
ajlm-2159	124	46	b	b	PROPN
ajlm-2159	124	47	surface	surface	NOUN
ajlm-2159	124	48	antigen	antigen	ADV
ajlm-2159	124	49	,	,	PUNCT
ajlm-2159	124	50	hepatitis	hepatitis	PROPN
ajlm-2159	124	51	b	b	PROPN
ajlm-2159	124	52	surface	surface	NOUN
ajlm-2159	124	53	antibody	antibody	NOUN
ajlm-2159	124	54	,	,	PUNCT
ajlm-2159	124	55	and	and	CCONJ
ajlm-2159	124	56	hepatitis	hepatitis	NOUN
ajlm-2159	124	57	c	c	NOUN
ajlm-2159	124	58	antibody	antibody	NOUN
ajlm-2159	124	59	.	.	PUNCT
ajlm-2159	125	1	during	during	ADP
ajlm-2159	125	2	the	the	DET
ajlm-2159	125	3	egk	egk	ADJ
ajlm-2159	125	4	intervention	intervention	NOUN
ajlm-2159	125	5	,	,	PUNCT
ajlm-2159	125	6	96.4	96.4	NUM
ajlm-2159	125	7	%	%	NOUN
ajlm-2159	125	8	(	(	PUNCT
ajlm-2159	125	9	27/28	27/28	NUM
ajlm-2159	125	10	)	)	PUNCT
ajlm-2159	125	11	of	of	ADP
ajlm-2159	125	12	the	the	DET
ajlm-2159	125	13	tests	test	NOUN
ajlm-2159	125	14	demonstrated	demonstrate	VERB
ajlm-2159	125	15	decreasing	decrease	VERB
ajlm-2159	125	16	expenditure	expenditure	NOUN
ajlm-2159	125	17	trends	trend	NOUN
ajlm-2159	125	18	,	,	PUNCT
ajlm-2159	125	19	which	which	PRON
ajlm-2159	125	20	were	be	AUX
ajlm-2159	125	21	attributed	attribute	VERB
ajlm-2159	125	22	to	to	ADP
ajlm-2159	125	23	or	or	CCONJ
ajlm-2159	125	24	associated	associate	VERB
ajlm-2159	125	25	with	with	ADP
ajlm-2159	125	26	the	the	DET
ajlm-2159	125	27	implementation	implementation	NOUN
ajlm-2159	125	28	of	of	ADP
ajlm-2159	125	29	the	the	DET
ajlm-2159	125	30	intervention	intervention	NOUN
ajlm-2159	125	31	.	.	PUNCT
ajlm-2159	126	1	only	only	ADV
ajlm-2159	126	2	one	one	NUM
ajlm-2159	126	3	of	of	ADP
ajlm-2159	126	4	the	the	DET
ajlm-2159	126	5	28	28	NUM
ajlm-2159	126	6	tests	test	NOUN
ajlm-2159	126	7	(	(	PUNCT
ajlm-2159	126	8	3.6	3.6	NUM
ajlm-2159	126	9	%	%	NOUN
ajlm-2159	126	10	)	)	PUNCT
ajlm-2159	126	11	–	–	PUNCT
ajlm-2159	126	12	hepatitis	hepatitis	NOUN
ajlm-2159	126	13	b	b	PROPN
ajlm-2159	126	14	surface	surface	NOUN
ajlm-2159	126	15	antigen	antigen	ADV
ajlm-2159	126	16	–	–	PUNCT
ajlm-2159	126	17	demonstrated	demonstrate	VERB
ajlm-2159	126	18	an	an	DET
ajlm-2159	126	19	increasing	increase	VERB
ajlm-2159	126	20	expenditure	expenditure	NOUN
ajlm-2159	126	21	trend	trend	NOUN
ajlm-2159	126	22	during	during	ADP
ajlm-2159	126	23	this	this	DET
ajlm-2159	126	24	period	period	NOUN
ajlm-2159	126	25	.	.	PUNCT
ajlm-2159	127	1	these	these	DET
ajlm-2159	127	2	findings	finding	NOUN
ajlm-2159	127	3	demonstrate	demonstrate	VERB
ajlm-2159	127	4	the	the	DET
ajlm-2159	127	5	importance	importance	NOUN
ajlm-2159	127	6	of	of	ADP
ajlm-2159	127	7	interventions	intervention	NOUN
ajlm-2159	127	8	to	to	PART
ajlm-2159	127	9	curtail	curtail	VERB
ajlm-2159	127	10	unnecessary	unnecessary	ADJ
ajlm-2159	127	11	testing	testing	NOUN
ajlm-2159	127	12	and	and	CCONJ
ajlm-2159	127	13	reduce	reduce	VERB
ajlm-2159	127	14	expenditure	expenditure	NOUN
ajlm-2159	127	15	.	.	PUNCT
ajlm-2159	128	1	in	in	ADP
ajlm-2159	128	2	the	the	DET
ajlm-2159	128	3	months	month	NOUN
ajlm-2159	128	4	following	follow	VERB
ajlm-2159	128	5	the	the	DET
ajlm-2159	128	6	intervention	intervention	NOUN
ajlm-2159	128	7	,	,	PUNCT
ajlm-2159	128	8	64	64	NUM
ajlm-2159	128	9	%	%	NOUN
ajlm-2159	128	10	(	(	PUNCT
ajlm-2159	128	11	18/28	18/28	NUM
ajlm-2159	128	12	)	)	PUNCT
ajlm-2159	128	13	of	of	ADP
ajlm-2159	128	14	the	the	DET
ajlm-2159	128	15	tests	test	NOUN
ajlm-2159	128	16	continued	continue	VERB
ajlm-2159	128	17	a	a	DET
ajlm-2159	128	18	decreasing	decrease	VERB
ajlm-2159	128	19	expenditure	expenditure	NOUN
ajlm-2159	128	20	trend	trend	NOUN
ajlm-2159	128	21	,	,	PUNCT
ajlm-2159	128	22	while	while	SCONJ
ajlm-2159	128	23	36	36	NUM
ajlm-2159	128	24	%	%	NOUN
ajlm-2159	128	25	(	(	PUNCT
ajlm-2159	128	26	10/28	10/28	NUM
ajlm-2159	128	27	)	)	PUNCT
ajlm-2159	128	28	showed	show	VERB
ajlm-2159	128	29	an	an	DET
ajlm-2159	128	30	increased	increase	VERB
ajlm-2159	128	31	expenditure	expenditure	NOUN
ajlm-2159	128	32	trend	trend	NOUN
ajlm-2159	128	33	.	.	PUNCT
ajlm-2159	129	1	it	it	PRON
ajlm-2159	129	2	was	be	AUX
ajlm-2159	129	3	noted	note	VERB
ajlm-2159	129	4	that	that	SCONJ
ajlm-2159	129	5	one	one	NUM
ajlm-2159	129	6	of	of	ADP
ajlm-2159	129	7	the	the	DET
ajlm-2159	129	8	factors	factor	NOUN
ajlm-2159	129	9	that	that	PRON
ajlm-2159	129	10	contributed	contribute	VERB
ajlm-2159	129	11	to	to	ADP
ajlm-2159	129	12	the	the	DET
ajlm-2159	129	13	observed	observed	ADJ
ajlm-2159	129	14	change	change	NOUN
ajlm-2159	129	15	(	(	PUNCT
ajlm-2159	129	16	increase	increase	NOUN
ajlm-2159	129	17	)	)	PUNCT
ajlm-2159	129	18	in	in	ADP
ajlm-2159	129	19	expenditure	expenditure	NOUN
ajlm-2159	129	20	was	be	AUX
ajlm-2159	129	21	that	that	SCONJ
ajlm-2159	129	22	over	over	ADP
ajlm-2159	129	23	time	time	NOUN
ajlm-2159	129	24	,	,	PUNCT
ajlm-2159	129	25	clinicians	clinician	NOUN
ajlm-2159	129	26	found	find	VERB
ajlm-2159	129	27	ways	way	NOUN
ajlm-2159	129	28	to	to	PART
ajlm-2159	129	29	circumvent	circumvent	VERB
ajlm-2159	129	30	the	the	DET
ajlm-2159	129	31	rules	rule	NOUN
ajlm-2159	129	32	of	of	ADP
ajlm-2159	129	33	egk	egk	ADJ
ajlm-2159	129	34	intervention	intervention	NOUN
ajlm-2159	129	35	to	to	PART
ajlm-2159	129	36	access	access	VERB
ajlm-2159	129	37	the	the	DET
ajlm-2159	129	38	tests	test	NOUN
ajlm-2159	129	39	they	they	PRON
ajlm-2159	129	40	desired	desire	VERB
ajlm-2159	129	41	.	.	PUNCT
ajlm-2159	130	1	to	to	PART
ajlm-2159	130	2	ensure	ensure	VERB
ajlm-2159	130	3	the	the	DET
ajlm-2159	130	4	robustness	robustness	NOUN
ajlm-2159	130	5	of	of	ADP
ajlm-2159	130	6	the	the	DET
ajlm-2159	130	7	intervention	intervention	NOUN
ajlm-2159	130	8	,	,	PUNCT
ajlm-2159	130	9	this	this	DET
ajlm-2159	130	10	identified	identify	VERB
ajlm-2159	130	11	vulnerability	vulnerability	NOUN
ajlm-2159	130	12	needs	need	VERB
ajlm-2159	130	13	to	to	PART
ajlm-2159	130	14	be	be	AUX
ajlm-2159	130	15	addressed	address	VERB
ajlm-2159	130	16	by	by	ADP
ajlm-2159	130	17	the	the	DET
ajlm-2159	130	18	stakeholders	stakeholder	NOUN
ajlm-2159	130	19	.	.	PUNCT
ajlm-2159	131	1	further	further	ADJ
ajlm-2159	131	2	analyses	analysis	NOUN
ajlm-2159	131	3	of	of	ADP
ajlm-2159	131	4	the	the	DET
ajlm-2159	131	5	expenditure	expenditure	NOUN
ajlm-2159	131	6	trends	trend	NOUN
ajlm-2159	131	7	after	after	SCONJ
ajlm-2159	131	8	the	the	DET
ajlm-2159	131	9	intervention	intervention	NOUN
ajlm-2159	131	10	revealed	reveal	VERB
ajlm-2159	131	11	that	that	SCONJ
ajlm-2159	131	12	expenditure	expenditure	NOUN
ajlm-2159	131	13	was	be	AUX
ajlm-2159	131	14	likely	likely	ADJ
ajlm-2159	131	15	to	to	PART
ajlm-2159	131	16	decrease	decrease	VERB
ajlm-2159	131	17	for	for	ADP
ajlm-2159	131	18	57	57	NUM
ajlm-2159	131	19	%	%	NOUN
ajlm-2159	131	20	(	(	PUNCT
ajlm-2159	131	21	16/28	16/28	NUM
ajlm-2159	131	22	)	)	PUNCT
ajlm-2159	131	23	of	of	ADP
ajlm-2159	131	24	the	the	DET
ajlm-2159	131	25	tests	test	NOUN
ajlm-2159	131	26	(	(	PUNCT
ajlm-2159	131	27	25	25	NUM
ajlm-2159	131	28	%	%	NOUN
ajlm-2159	131	29	significantly	significantly	ADV
ajlm-2159	131	30	and	and	CCONJ
ajlm-2159	131	31	32	32	NUM
ajlm-2159	131	32	%	%	NOUN
ajlm-2159	131	33	insignificantly	insignificantly	ADV
ajlm-2159	131	34	)	)	PUNCT
ajlm-2159	131	35	and	and	CCONJ
ajlm-2159	131	36	to	to	PART
ajlm-2159	131	37	increase	increase	VERB
ajlm-2159	131	38	for	for	ADP
ajlm-2159	131	39	the	the	DET
ajlm-2159	131	40	remaining	remain	VERB
ajlm-2159	131	41	43	43	NUM
ajlm-2159	131	42	%	%	NOUN
ajlm-2159	131	43	(	(	PUNCT
ajlm-2159	131	44	12/28	12/28	NUM
ajlm-2159	131	45	)	)	PUNCT
ajlm-2159	131	46	(	(	PUNCT
ajlm-2159	131	47	21.5	21.5	NUM
ajlm-2159	131	48	%	%	NOUN
ajlm-2159	131	49	significantly	significantly	ADV
ajlm-2159	131	50	and	and	CCONJ
ajlm-2159	131	51	21.5	21.5	NUM
ajlm-2159	131	52	%	%	NOUN
ajlm-2159	131	53	insignificantly	insignificantly	ADV
ajlm-2159	131	54	)	)	PUNCT
ajlm-2159	131	55	.	.	PUNCT
ajlm-2159	132	1	these	these	DET
ajlm-2159	132	2	results	result	NOUN
ajlm-2159	132	3	and	and	CCONJ
ajlm-2159	132	4	projections	projection	NOUN
ajlm-2159	132	5	highlight	highlight	VERB
ajlm-2159	132	6	the	the	DET
ajlm-2159	132	7	magnitude	magnitude	NOUN
ajlm-2159	132	8	of	of	ADP
ajlm-2159	132	9	unnecessary	unnecessary	ADJ
ajlm-2159	132	10	laboratory	laboratory	NOUN
ajlm-2159	132	11	testing	testing	NOUN
ajlm-2159	132	12	commonly	commonly	ADV
ajlm-2159	132	13	performed	perform	VERB
ajlm-2159	132	14	in	in	ADP
ajlm-2159	132	15	the	the	DET
ajlm-2159	132	16	absence	absence	NOUN
ajlm-2159	132	17	of	of	ADP
ajlm-2159	132	18	an	an	DET
ajlm-2159	132	19	intervention	intervention	NOUN
ajlm-2159	132	20	such	such	ADJ
ajlm-2159	132	21	as	as	ADP
ajlm-2159	132	22	egk	egk	ADJ
ajlm-2159	132	23	.	.	PUNCT
ajlm-2159	133	1	in	in	ADP
ajlm-2159	133	2	a	a	DET
ajlm-2159	133	3	retrospective	retrospective	ADJ
ajlm-2159	133	4	study	study	NOUN
ajlm-2159	133	5	conducted	conduct	VERB
ajlm-2159	133	6	at	at	ADP
ajlm-2159	133	7	a	a	DET
ajlm-2159	133	8	cape	cape	NOUN
ajlm-2159	133	9	town	town	NOUN
ajlm-2159	133	10	hospital	hospital	NOUN
ajlm-2159	133	11	in	in	ADP
ajlm-2159	133	12	south	south	PROPN
ajlm-2159	133	13	africa	africa	PROPN
ajlm-2159	133	14	to	to	PART
ajlm-2159	133	15	determine	determine	VERB
ajlm-2159	133	16	the	the	DET
ajlm-2159	133	17	number	number	NOUN
ajlm-2159	133	18	of	of	ADP
ajlm-2159	133	19	chemistry	chemistry	NOUN
ajlm-2159	133	20	tests	test	NOUN
ajlm-2159	133	21	rejected	reject	VERB
ajlm-2159	133	22	by	by	ADP
ajlm-2159	133	23	egk	egk	ADJ
ajlm-2159	133	24	and	and	CCONJ
ajlm-2159	133	25	subsequently	subsequently	ADV
ajlm-2159	133	26	restored	restore	VERB
ajlm-2159	133	27	over	over	ADP
ajlm-2159	133	28	a	a	DET
ajlm-2159	133	29	six	six	NUM
ajlm-2159	133	30	-	-	PUNCT
ajlm-2159	133	31	month	month	NOUN
ajlm-2159	133	32	period	period	NOUN
ajlm-2159	133	33	,	,	PUNCT
ajlm-2159	133	34	it	it	PRON
ajlm-2159	133	35	was	be	AUX
ajlm-2159	133	36	shown	show	VERB
ajlm-2159	133	37	that	that	SCONJ
ajlm-2159	133	38	out	out	ADP
ajlm-2159	133	39	of	of	ADP
ajlm-2159	133	40	68	68	NUM
ajlm-2159	133	41	480	480	NUM
ajlm-2159	133	42	tests	test	NOUN
ajlm-2159	133	43	that	that	PRON
ajlm-2159	133	44	were	be	AUX
ajlm-2159	133	45	subjected	subject	VERB
ajlm-2159	133	46	to	to	ADP
ajlm-2159	133	47	egk	egk	ADJ
ajlm-2159	133	48	,	,	PUNCT
ajlm-2159	133	49	only	only	ADV
ajlm-2159	133	50	6.7	6.7	NUM
ajlm-2159	133	51	%	%	NOUN
ajlm-2159	133	52	were	be	AUX
ajlm-2159	133	53	rejected	reject	VERB
ajlm-2159	133	54	,	,	PUNCT
ajlm-2159	133	55	while	while	SCONJ
ajlm-2159	133	56	14.7	14.7	NUM
ajlm-2159	133	57	%	%	NOUN
ajlm-2159	133	58	of	of	ADP
ajlm-2159	133	59	these	these	PRON
ajlm-2159	133	60	were	be	AUX
ajlm-2159	133	61	restored	restore	VERB
ajlm-2159	133	62	when	when	SCONJ
ajlm-2159	133	63	the	the	DET
ajlm-2159	133	64	clinician	clinician	NOUN
ajlm-2159	133	65	made	make	VERB
ajlm-2159	133	66	that	that	SCONJ
ajlm-2159	133	67	request.20	request.20	NOUN
ajlm-2159	133	68	the	the	DET
ajlm-2159	133	69	authors	author	NOUN
ajlm-2159	133	70	in	in	ADP
ajlm-2159	133	71	that	that	DET
ajlm-2159	133	72	study	study	NOUN
ajlm-2159	133	73	concluded	conclude	VERB
ajlm-2159	133	74	that	that	SCONJ
ajlm-2159	133	75	the	the	DET
ajlm-2159	133	76	majority	majority	NOUN
ajlm-2159	133	77	of	of	ADP
ajlm-2159	133	78	the	the	DET
ajlm-2159	133	79	rejected	reject	VERB
ajlm-2159	133	80	tests	test	NOUN
ajlm-2159	133	81	were	be	AUX
ajlm-2159	133	82	unnecessary	unnecessary	ADJ
ajlm-2159	133	83	and	and	CCONJ
ajlm-2159	133	84	real	real	ADJ
ajlm-2159	133	85	cost	cost	NOUN
ajlm-2159	133	86	savings	saving	NOUN
ajlm-2159	133	87	were	be	AUX
ajlm-2159	133	88	made	make	VERB
ajlm-2159	133	89	,	,	PUNCT
ajlm-2159	133	90	applauding	applaud	VERB
ajlm-2159	133	91	egk	egk	ADJ
ajlm-2159	133	92	as	as	ADP
ajlm-2159	133	93	a	a	DET
ajlm-2159	133	94	simple	simple	ADJ
ajlm-2159	133	95	,	,	PUNCT
ajlm-2159	133	96	effective	effective	ADJ
ajlm-2159	133	97	and	and	CCONJ
ajlm-2159	133	98	sustainable	sustainable	ADJ
ajlm-2159	133	99	method	method	NOUN
ajlm-2159	133	100	of	of	ADP
ajlm-2159	133	101	demand	demand	NOUN
ajlm-2159	133	102	management	management	NOUN
ajlm-2159	133	103	.	.	PUNCT
ajlm-2159	134	1	they	they	PRON
ajlm-2159	134	2	also	also	ADV
ajlm-2159	134	3	showed	show	VERB
ajlm-2159	134	4	that	that	SCONJ
ajlm-2159	134	5	the	the	DET
ajlm-2159	134	6	egk	egk	ADJ
ajlm-2159	134	7	rejections	rejection	NOUN
ajlm-2159	134	8	did	do	AUX
ajlm-2159	134	9	not	not	PART
ajlm-2159	134	10	have	have	VERB
ajlm-2159	134	11	a	a	DET
ajlm-2159	134	12	negative	negative	ADJ
ajlm-2159	134	13	impact	impact	NOUN
ajlm-2159	134	14	on	on	ADP
ajlm-2159	134	15	patient	patient	ADJ
ajlm-2159	134	16	care	care	NOUN
ajlm-2159	134	17	.	.	PUNCT
ajlm-2159	135	1	our	our	PRON
ajlm-2159	135	2	results	result	NOUN
ajlm-2159	135	3	are	be	AUX
ajlm-2159	135	4	in	in	ADP
ajlm-2159	135	5	concordance	concordance	NOUN
ajlm-2159	135	6	with	with	ADP
ajlm-2159	135	7	these	these	DET
ajlm-2159	135	8	findings	finding	NOUN
ajlm-2159	135	9	and	and	CCONJ
ajlm-2159	135	10	demonstrated	demonstrate	VERB
ajlm-2159	135	11	that	that	SCONJ
ajlm-2159	135	12	egk	egk	NOUN
ajlm-2159	135	13	is	be	AUX
ajlm-2159	135	14	an	an	DET
ajlm-2159	135	15	effective	effective	ADJ
ajlm-2159	135	16	method	method	NOUN
ajlm-2159	135	17	of	of	ADP
ajlm-2159	135	18	reducing	reduce	VERB
ajlm-2159	135	19	unnecessary	unnecessary	ADJ
ajlm-2159	135	20	laboratory	laboratory	NOUN
ajlm-2159	135	21	test	test	NOUN
ajlm-2159	135	22	requests	request	NOUN
ajlm-2159	135	23	to	to	PART
ajlm-2159	135	24	save	save	VERB
ajlm-2159	135	25	costs	cost	NOUN
ajlm-2159	135	26	.	.	PUNCT
ajlm-2159	136	1	however	however	ADV
ajlm-2159	136	2	,	,	PUNCT
ajlm-2159	136	3	another	another	DET
ajlm-2159	136	4	22	22	NUM
ajlm-2159	136	5	-	-	PUNCT
ajlm-2159	136	6	month	month	NOUN
ajlm-2159	136	7	retrospective	retrospective	ADJ
ajlm-2159	136	8	study	study	NOUN
ajlm-2159	136	9	carried	carry	VERB
ajlm-2159	136	10	out	out	ADP
ajlm-2159	136	11	at	at	ADP
ajlm-2159	136	12	a	a	DET
ajlm-2159	136	13	pretoria	pretoria	NOUN
ajlm-2159	136	14	hospital	hospital	NOUN
ajlm-2159	136	15	in	in	ADP
ajlm-2159	136	16	south	south	PROPN
ajlm-2159	136	17	africa	africa	PROPN
ajlm-2159	136	18	to	to	PART
ajlm-2159	136	19	determine	determine	VERB
ajlm-2159	136	20	the	the	DET
ajlm-2159	136	21	number	number	NOUN
ajlm-2159	136	22	of	of	ADP
ajlm-2159	136	23	chemistry	chemistry	NOUN
ajlm-2159	136	24	tests	test	NOUN
ajlm-2159	136	25	rejected	reject	VERB
ajlm-2159	136	26	by	by	ADP
ajlm-2159	136	27	egk	egk	PROPN
ajlm-2159	136	28	found	find	VERB
ajlm-2159	136	29	that	that	SCONJ
ajlm-2159	136	30	of	of	ADP
ajlm-2159	136	31	the	the	DET
ajlm-2159	136	32	1	1	NUM
ajlm-2159	136	33	445	445	NUM
ajlm-2159	136	34	782	782	NUM
ajlm-2159	136	35	tests	test	NOUN
ajlm-2159	136	36	that	that	PRON
ajlm-2159	136	37	were	be	AUX
ajlm-2159	136	38	subjected	subject	VERB
ajlm-2159	136	39	to	to	ADP
ajlm-2159	136	40	egk	egk	ADJ
ajlm-2159	136	41	,	,	PUNCT
ajlm-2159	136	42	only	only	ADV
ajlm-2159	136	43	3.33	3.33	NUM
ajlm-2159	136	44	%	%	NOUN
ajlm-2159	136	45	were	be	AUX
ajlm-2159	136	46	rejected	reject	VERB
ajlm-2159	136	47	,	,	PUNCT
ajlm-2159	136	48	while	while	SCONJ
ajlm-2159	136	49	1.3	1.3	NUM
ajlm-2159	136	50	%	%	NOUN
ajlm-2159	136	51	of	of	ADP
ajlm-2159	136	52	these	these	PRON
ajlm-2159	136	53	were	be	AUX
ajlm-2159	136	54	restored	restore	VERB
ajlm-2159	136	55	when	when	SCONJ
ajlm-2159	136	56	a	a	DET
ajlm-2159	136	57	request	request	NOUN
ajlm-2159	136	58	was	be	AUX
ajlm-2159	136	59	made	make	VERB
ajlm-2159	136	60	by	by	ADP
ajlm-2159	136	61	a	a	DET
ajlm-2159	136	62	clinician	clinician	NOUN
ajlm-2159	136	63	.	.	PUNCT
ajlm-2159	137	1	the	the	DET
ajlm-2159	137	2	authors	author	NOUN
ajlm-2159	137	3	reported	report	VERB
ajlm-2159	137	4	the	the	DET
ajlm-2159	137	5	cost	cost	NOUN
ajlm-2159	137	6	savings	saving	NOUN
ajlm-2159	137	7	as	as	ADP
ajlm-2159	137	8	‘	'	PUNCT
ajlm-2159	137	9	modest	modest	ADJ
ajlm-2159	137	10	’	'	PUNCT
ajlm-2159	137	11	,	,	PUNCT
ajlm-2159	137	12	concluding	conclude	VERB
ajlm-2159	137	13	that	that	SCONJ
ajlm-2159	137	14	egk	egk	NOUN
ajlm-2159	137	15	does	do	AUX
ajlm-2159	137	16	not	not	PART
ajlm-2159	137	17	have	have	VERB
ajlm-2159	137	18	a	a	DET
ajlm-2159	137	19	substantial	substantial	ADJ
ajlm-2159	137	20	effect	effect	NOUN
ajlm-2159	137	21	on	on	ADP
ajlm-2159	137	22	the	the	DET
ajlm-2159	137	23	clinician	clinician	ADJ
ajlm-2159	137	24	test	test	NOUN
ajlm-2159	137	25	requesting	request	VERB
ajlm-2159	137	26	pattern.21	pattern.21	NOUN
ajlm-2159	137	27	when	when	SCONJ
ajlm-2159	137	28	we	we	PRON
ajlm-2159	137	29	evaluated	evaluate	VERB
ajlm-2159	137	30	trends	trend	NOUN
ajlm-2159	137	31	in	in	ADP
ajlm-2159	137	32	expenditure	expenditure	NOUN
ajlm-2159	137	33	and	and	CCONJ
ajlm-2159	137	34	test	test	NOUN
ajlm-2159	137	35	volumes	volume	NOUN
ajlm-2159	137	36	before	before	ADP
ajlm-2159	137	37	and	and	CCONJ
ajlm-2159	137	38	during	during	ADP
ajlm-2159	137	39	the	the	DET
ajlm-2159	137	40	intervention	intervention	NOUN
ajlm-2159	137	41	,	,	PUNCT
ajlm-2159	137	42	we	we	PRON
ajlm-2159	137	43	noted	note	VERB
ajlm-2159	137	44	that	that	SCONJ
ajlm-2159	137	45	more	more	ADJ
ajlm-2159	137	46	money	money	NOUN
ajlm-2159	137	47	was	be	AUX
ajlm-2159	137	48	spent	spend	VERB
ajlm-2159	137	49	on	on	ADP
ajlm-2159	137	50	laboratory	laboratory	NOUN
ajlm-2159	137	51	investigations	investigation	NOUN
ajlm-2159	137	52	before	before	ADP
ajlm-2159	137	53	the	the	DET
ajlm-2159	137	54	intervention	intervention	NOUN
ajlm-2159	137	55	compared	compare	VERB
ajlm-2159	137	56	to	to	ADP
ajlm-2159	137	57	the	the	DET
ajlm-2159	137	58	intervention	intervention	NOUN
ajlm-2159	137	59	period	period	NOUN
ajlm-2159	137	60	.	.	PUNCT
ajlm-2159	138	1	there	there	PRON
ajlm-2159	138	2	were	be	VERB
ajlm-2159	138	3	more	more	ADJ
ajlm-2159	138	4	tests	test	NOUN
ajlm-2159	138	5	analysed	analyse	VERB
ajlm-2159	138	6	before	before	ADP
ajlm-2159	138	7	the	the	DET
ajlm-2159	138	8	intervention	intervention	NOUN
ajlm-2159	138	9	compared	compare	VERB
ajlm-2159	138	10	to	to	ADP
ajlm-2159	138	11	during	during	ADP
ajlm-2159	138	12	the	the	DET
ajlm-2159	138	13	intervention	intervention	NOUN
ajlm-2159	138	14	.	.	PUNCT
ajlm-2159	139	1	it	it	PRON
ajlm-2159	139	2	is	be	AUX
ajlm-2159	139	3	important	important	ADJ
ajlm-2159	139	4	to	to	PART
ajlm-2159	139	5	note	note	VERB
ajlm-2159	139	6	that	that	SCONJ
ajlm-2159	139	7	in	in	ADP
ajlm-2159	139	8	some	some	DET
ajlm-2159	139	9	instances	instance	NOUN
ajlm-2159	139	10	,	,	PUNCT
ajlm-2159	139	11	increases	increase	NOUN
ajlm-2159	139	12	in	in	ADP
ajlm-2159	139	13	expenditure	expenditure	NOUN
ajlm-2159	139	14	for	for	ADP
ajlm-2159	139	15	certain	certain	ADJ
ajlm-2159	139	16	tests	test	NOUN
ajlm-2159	139	17	during	during	ADP
ajlm-2159	139	18	the	the	DET
ajlm-2159	139	19	egk	egk	ADJ
ajlm-2159	139	20	intervention	intervention	NOUN
ajlm-2159	139	21	period	period	NOUN
ajlm-2159	139	22	could	could	AUX
ajlm-2159	139	23	also	also	ADV
ajlm-2159	139	24	be	be	AUX
ajlm-2159	139	25	attributed	attribute	VERB
ajlm-2159	139	26	to	to	ADP
ajlm-2159	139	27	inflation	inflation	NOUN
ajlm-2159	139	28	.	.	PUNCT
ajlm-2159	140	1	on	on	ADP
ajlm-2159	140	2	evaluation	evaluation	NOUN
ajlm-2159	140	3	of	of	ADP
ajlm-2159	140	4	the	the	DET
ajlm-2159	140	5	impact	impact	NOUN
ajlm-2159	140	6	of	of	ADP
ajlm-2159	140	7	patient	patient	ADJ
ajlm-2159	140	8	volumes	volume	NOUN
ajlm-2159	140	9	on	on	ADP
ajlm-2159	140	10	laboratory	laboratory	NOUN
ajlm-2159	140	11	expenditure	expenditure	NOUN
ajlm-2159	140	12	,	,	PUNCT
ajlm-2159	140	13	we	we	PRON
ajlm-2159	140	14	noted	note	VERB
ajlm-2159	140	15	that	that	SCONJ
ajlm-2159	140	16	there	there	PRON
ajlm-2159	140	17	were	be	VERB
ajlm-2159	140	18	more	more	ADJ
ajlm-2159	140	19	patients	patient	NOUN
ajlm-2159	140	20	at	at	ADP
ajlm-2159	140	21	the	the	DET
ajlm-2159	140	22	hospital	hospital	NOUN
ajlm-2159	140	23	during	during	ADP
ajlm-2159	140	24	the	the	DET
ajlm-2159	140	25	intervention	intervention	NOUN
ajlm-2159	140	26	period	period	NOUN
ajlm-2159	140	27	compared	compare	VERB
ajlm-2159	140	28	to	to	ADP
ajlm-2159	140	29	before	before	ADP
ajlm-2159	140	30	the	the	DET
ajlm-2159	140	31	intervention	intervention	NOUN
ajlm-2159	140	32	.	.	PUNCT
ajlm-2159	141	1	since	since	SCONJ
ajlm-2159	141	2	test	test	NOUN
ajlm-2159	141	3	volumes	volume	NOUN
ajlm-2159	141	4	and	and	CCONJ
ajlm-2159	141	5	expenditures	expenditure	NOUN
ajlm-2159	141	6	remained	remain	VERB
ajlm-2159	141	7	lower	low	ADJ
ajlm-2159	141	8	during	during	ADP
ajlm-2159	141	9	the	the	DET
ajlm-2159	141	10	intervention	intervention	NOUN
ajlm-2159	141	11	compared	compare	VERB
ajlm-2159	141	12	to	to	ADP
ajlm-2159	141	13	the	the	DET
ajlm-2159	141	14	period	period	NOUN
ajlm-2159	141	15	before	before	ADP
ajlm-2159	141	16	the	the	DET
ajlm-2159	141	17	intervention	intervention	NOUN
ajlm-2159	141	18	,	,	PUNCT
ajlm-2159	141	19	we	we	PRON
ajlm-2159	141	20	concluded	conclude	VERB
ajlm-2159	141	21	that	that	SCONJ
ajlm-2159	141	22	the	the	DET
ajlm-2159	141	23	increase	increase	NOUN
ajlm-2159	141	24	in	in	ADP
ajlm-2159	141	25	inpatient	inpatient	NOUN
ajlm-2159	141	26	and	and	CCONJ
ajlm-2159	141	27	outpatient	outpatient	NOUN
ajlm-2159	141	28	days	day	NOUN
ajlm-2159	141	29	during	during	ADP
ajlm-2159	141	30	the	the	DET
ajlm-2159	141	31	24	24	NUM
ajlm-2159	141	32	-	-	PUNCT
ajlm-2159	141	33	month	month	NOUN
ajlm-2159	141	34	period	period	NOUN
ajlm-2159	141	35	of	of	ADP
ajlm-2159	141	36	the	the	DET
ajlm-2159	141	37	egk	egk	ADJ
ajlm-2159	141	38	intervention	intervention	NOUN
ajlm-2159	141	39	did	do	AUX
ajlm-2159	141	40	not	not	PART
ajlm-2159	141	41	affect	affect	VERB
ajlm-2159	141	42	the	the	DET
ajlm-2159	141	43	test	test	NOUN
ajlm-2159	141	44	volumes	volume	NOUN
ajlm-2159	141	45	or	or	CCONJ
ajlm-2159	141	46	expenditure	expenditure	NOUN
ajlm-2159	141	47	during	during	ADP
ajlm-2159	141	48	this	this	DET
ajlm-2159	141	49	period	period	NOUN
ajlm-2159	141	50	.	.	PUNCT
ajlm-2159	142	1	the	the	DET
ajlm-2159	142	2	lower	low	ADJ
ajlm-2159	142	3	test	test	NOUN
ajlm-2159	142	4	volumes	volume	NOUN
ajlm-2159	142	5	and	and	CCONJ
ajlm-2159	142	6	expenditure	expenditure	NOUN
ajlm-2159	142	7	may	may	AUX
ajlm-2159	142	8	thus	thus	ADV
ajlm-2159	142	9	be	be	AUX
ajlm-2159	142	10	attributed	attribute	VERB
ajlm-2159	142	11	to	to	ADP
ajlm-2159	142	12	the	the	DET
ajlm-2159	142	13	implementation	implementation	NOUN
ajlm-2159	142	14	of	of	ADP
ajlm-2159	142	15	egk	egk	NOUN
ajlm-2159	142	16	at	at	ADP
ajlm-2159	142	17	the	the	DET
ajlm-2159	142	18	facility	facility	NOUN
ajlm-2159	142	19	.	.	PUNCT
ajlm-2159	143	1	we	we	PRON
ajlm-2159	143	2	further	further	VERB
ajlm-2159	143	3	state	state	NOUN
ajlm-2159	143	4	that	that	SCONJ
ajlm-2159	143	5	the	the	DET
ajlm-2159	143	6	robust	robust	ADJ
ajlm-2159	143	7	results	result	NOUN
ajlm-2159	143	8	provided	provide	VERB
ajlm-2159	143	9	by	by	ADP
ajlm-2159	143	10	our	our	PRON
ajlm-2159	143	11	estimates	estimate	NOUN
ajlm-2159	143	12	through	through	ADP
ajlm-2159	143	13	itsa	itsa	NOUN
ajlm-2159	143	14	may	may	AUX
ajlm-2159	143	15	provide	provide	VERB
ajlm-2159	143	16	foundations	foundation	NOUN
ajlm-2159	143	17	for	for	ADP
ajlm-2159	143	18	public	public	ADJ
ajlm-2159	143	19	policy	policy	NOUN
ajlm-2159	143	20	decision	decision	NOUN
ajlm-2159	143	21	-	-	PUNCT
ajlm-2159	143	22	making	making	NOUN
ajlm-2159	143	23	within	within	ADP
ajlm-2159	143	24	the	the	DET
ajlm-2159	143	25	south	south	ADJ
ajlm-2159	143	26	african	african	ADJ
ajlm-2159	143	27	national	national	PROPN
ajlm-2159	143	28	health	health	NOUN
ajlm-2159	143	29	system	system	NOUN
ajlm-2159	143	30	,	,	PUNCT
ajlm-2159	143	31	especially	especially	ADV
ajlm-2159	143	32	regarding	regard	VERB
ajlm-2159	143	33	interventions	intervention	NOUN
ajlm-2159	143	34	with	with	ADP
ajlm-2159	143	35	significant	significant	ADJ
ajlm-2159	143	36	potential	potential	NOUN
ajlm-2159	143	37	for	for	ADP
ajlm-2159	143	38	the	the	DET
ajlm-2159	143	39	reduction	reduction	NOUN
ajlm-2159	143	40	of	of	ADP
ajlm-2159	143	41	laboratory	laboratory	NOUN
ajlm-2159	143	42	expenditure	expenditure	NOUN
ajlm-2159	143	43	related	relate	VERB
ajlm-2159	143	44	to	to	ADP
ajlm-2159	143	45	unnecessary	unnecessary	ADJ
ajlm-2159	143	46	testing	testing	NOUN
ajlm-2159	143	47	.	.	PUNCT
ajlm-2159	144	1	limitations	limitation	NOUN
ajlm-2159	144	2	the	the	DET
ajlm-2159	144	3	study	study	NOUN
ajlm-2159	144	4	was	be	AUX
ajlm-2159	144	5	limited	limit	VERB
ajlm-2159	144	6	to	to	ADP
ajlm-2159	144	7	nmah	nmah	NOUN
ajlm-2159	144	8	and	and	CCONJ
ajlm-2159	144	9	the	the	DET
ajlm-2159	144	10	results	result	NOUN
ajlm-2159	144	11	may	may	AUX
ajlm-2159	144	12	not	not	PART
ajlm-2159	144	13	be	be	AUX
ajlm-2159	144	14	representative	representative	ADJ
ajlm-2159	144	15	of	of	ADP
ajlm-2159	144	16	other	other	ADJ
ajlm-2159	144	17	health	health	NOUN
ajlm-2159	144	18	facilities	facility	NOUN
ajlm-2159	144	19	that	that	PRON
ajlm-2159	144	20	might	might	AUX
ajlm-2159	144	21	have	have	AUX
ajlm-2159	144	22	implemented	implement	VERB
ajlm-2159	144	23	egk	egk	NOUN
ajlm-2159	144	24	in	in	ADP
ajlm-2159	144	25	south	south	PROPN
ajlm-2159	144	26	africa	africa	PROPN
ajlm-2159	144	27	.	.	PUNCT
ajlm-2159	145	1	to	to	ADP
ajlm-2159	145	2	the	the	DET
ajlm-2159	145	3	best	good	ADJ
ajlm-2159	145	4	of	of	ADP
ajlm-2159	145	5	our	our	PRON
ajlm-2159	145	6	knowledge	knowledge	NOUN
ajlm-2159	145	7	,	,	PUNCT
ajlm-2159	145	8	this	this	PRON
ajlm-2159	145	9	is	be	AUX
ajlm-2159	145	10	the	the	DET
ajlm-2159	145	11	first	first	ADJ
ajlm-2159	145	12	egk	egk	ADJ
ajlm-2159	145	13	study	study	NOUN
ajlm-2159	145	14	in	in	ADP
ajlm-2159	145	15	south	south	PROPN
ajlm-2159	145	16	africa	africa	PROPN
ajlm-2159	145	17	to	to	PART
ajlm-2159	145	18	use	use	VERB
ajlm-2159	145	19	an	an	DET
ajlm-2159	145	20	itsa	itsa	NOUN
ajlm-2159	145	21	design	design	NOUN
ajlm-2159	145	22	to	to	PART
ajlm-2159	145	23	assess	assess	VERB
ajlm-2159	145	24	the	the	DET
ajlm-2159	145	25	impact	impact	NOUN
ajlm-2159	145	26	of	of	ADP
ajlm-2159	145	27	the	the	DET
ajlm-2159	145	28	intervention	intervention	NOUN
ajlm-2159	145	29	.	.	PUNCT
ajlm-2159	146	1	as	as	SCONJ
ajlm-2159	146	2	opposed	oppose	VERB
ajlm-2159	146	3	to	to	ADP
ajlm-2159	146	4	the	the	DET
ajlm-2159	146	5	other	other	ADJ
ajlm-2159	146	6	two	two	NUM
ajlm-2159	146	7	published	publish	VERB
ajlm-2159	146	8	reports	report	NOUN
ajlm-2159	146	9	on	on	ADP
ajlm-2159	146	10	egk	egk	ADJ
ajlm-2159	146	11	effectiveness	effectiveness	NOUN
ajlm-2159	146	12	in	in	ADP
ajlm-2159	146	13	south	south	ADJ
ajlm-2159	146	14	africa,20,21	africa,20,21	ADP
ajlm-2159	146	15	which	which	PRON
ajlm-2159	146	16	only	only	ADV
ajlm-2159	146	17	evaluated	evaluate	VERB
ajlm-2159	146	18	the	the	DET
ajlm-2159	146	19	costs	cost	NOUN
ajlm-2159	146	20	and	and	CCONJ
ajlm-2159	146	21	effectiveness	effectiveness	NOUN
ajlm-2159	146	22	of	of	ADP
ajlm-2159	146	23	the	the	DET
ajlm-2159	146	24	egk	egk	ADJ
ajlm-2159	146	25	intervention	intervention	NOUN
ajlm-2159	146	26	based	base	VERB
ajlm-2159	146	27	on	on	ADP
ajlm-2159	146	28	rejected	reject	VERB
ajlm-2159	146	29	tests	test	NOUN
ajlm-2159	146	30	,	,	PUNCT
ajlm-2159	146	31	our	our	PRON
ajlm-2159	146	32	study	study	NOUN
ajlm-2159	146	33	design	design	NOUN
ajlm-2159	146	34	had	have	VERB
ajlm-2159	146	35	the	the	DET
ajlm-2159	146	36	advantage	advantage	NOUN
ajlm-2159	146	37	of	of	ADP
ajlm-2159	146	38	assessing	assess	VERB
ajlm-2159	146	39	trends	trend	NOUN
ajlm-2159	146	40	in	in	ADP
ajlm-2159	146	41	longitudinal	longitudinal	ADJ
ajlm-2159	146	42	data	datum	NOUN
ajlm-2159	146	43	and	and	CCONJ
ajlm-2159	146	44	thus	thus	ADV
ajlm-2159	146	45	revealing	reveal	VERB
ajlm-2159	146	46	pre	pre	ADJ
ajlm-2159	146	47	-	-	NOUN
ajlm-2159	146	48	intervention	intervention	ADJ
ajlm-2159	146	49	trends	trend	NOUN
ajlm-2159	146	50	through	through	ADP
ajlm-2159	146	51	regression	regression	NOUN
ajlm-2159	146	52	modelling.28,29,32	modelling.28,29,32	VERB
ajlm-2159	146	53	given	give	VERB
ajlm-2159	146	54	this	this	DET
ajlm-2159	146	55	scarcity	scarcity	NOUN
ajlm-2159	146	56	of	of	ADP
ajlm-2159	146	57	evidence	evidence	NOUN
ajlm-2159	146	58	in	in	ADP
ajlm-2159	146	59	the	the	DET
ajlm-2159	146	60	study	study	NOUN
ajlm-2159	146	61	setting	set	VERB
ajlm-2159	146	62	and	and	CCONJ
ajlm-2159	146	63	geographical	geographical	ADJ
ajlm-2159	146	64	region	region	NOUN
ajlm-2159	146	65	,	,	PUNCT
ajlm-2159	146	66	as	as	ADV
ajlm-2159	146	67	well	well	ADV
ajlm-2159	146	68	as	as	ADP
ajlm-2159	146	69	the	the	DET
ajlm-2159	146	70	uniqueness	uniqueness	NOUN
ajlm-2159	146	71	of	of	ADP
ajlm-2159	146	72	our	our	PRON
ajlm-2159	146	73	methodological	methodological	ADJ
ajlm-2159	146	74	approach	approach	NOUN
ajlm-2159	146	75	,	,	PUNCT
ajlm-2159	146	76	our	our	PRON
ajlm-2159	146	77	findings	finding	NOUN
ajlm-2159	146	78	could	could	AUX
ajlm-2159	146	79	not	not	PART
ajlm-2159	146	80	be	be	AUX
ajlm-2159	146	81	compared	compare	VERB
ajlm-2159	146	82	to	to	ADP
ajlm-2159	146	83	other	other	ADJ
ajlm-2159	146	84	studies	study	NOUN
ajlm-2159	146	85	for	for	ADP
ajlm-2159	146	86	similarities	similarity	NOUN
ajlm-2159	146	87	or	or	CCONJ
ajlm-2159	146	88	differences	difference	NOUN
ajlm-2159	146	89	.	.	PUNCT
ajlm-2159	147	1	our	our	PRON
ajlm-2159	147	2	study	study	NOUN
ajlm-2159	147	3	did	do	AUX
ajlm-2159	147	4	not	not	PART
ajlm-2159	147	5	also	also	ADV
ajlm-2159	147	6	investigate	investigate	VERB
ajlm-2159	147	7	the	the	DET
ajlm-2159	147	8	clinical	clinical	ADJ
ajlm-2159	147	9	impact	impact	NOUN
ajlm-2159	147	10	of	of	ADP
ajlm-2159	147	11	egk	egk	ADJ
ajlm-2159	147	12	rejections	rejection	NOUN
ajlm-2159	147	13	on	on	ADP
ajlm-2159	147	14	patient	patient	ADJ
ajlm-2159	147	15	care	care	NOUN
ajlm-2159	147	16	.	.	PUNCT
ajlm-2159	148	1	conclusion	conclusion	NOUN
ajlm-2159	148	2	by	by	ADP
ajlm-2159	148	3	assessing	assess	VERB
ajlm-2159	148	4	expenditure	expenditure	NOUN
ajlm-2159	148	5	trends	trend	NOUN
ajlm-2159	148	6	before	before	ADP
ajlm-2159	148	7	and	and	CCONJ
ajlm-2159	148	8	during	during	ADP
ajlm-2159	148	9	the	the	DET
ajlm-2159	148	10	egk	egk	ADJ
ajlm-2159	148	11	intervention	intervention	NOUN
ajlm-2159	148	12	,	,	PUNCT
ajlm-2159	148	13	we	we	PRON
ajlm-2159	148	14	have	have	AUX
ajlm-2159	148	15	established	establish	VERB
ajlm-2159	148	16	that	that	SCONJ
ajlm-2159	148	17	egk	egk	NOUN
ajlm-2159	148	18	is	be	AUX
ajlm-2159	148	19	a	a	DET
ajlm-2159	148	20	cost	cost	NOUN
ajlm-2159	148	21	-	-	PUNCT
ajlm-2159	148	22	saving	save	VERB
ajlm-2159	148	23	and	and	CCONJ
ajlm-2159	148	24	effective	effective	ADJ
ajlm-2159	148	25	intervention	intervention	NOUN
ajlm-2159	148	26	for	for	ADP
ajlm-2159	148	27	managing	manage	VERB
ajlm-2159	148	28	the	the	DET
ajlm-2159	148	29	demand	demand	NOUN
ajlm-2159	148	30	for	for	ADP
ajlm-2159	148	31	laboratory	laboratory	NOUN
ajlm-2159	148	32	testing	testing	NOUN
ajlm-2159	148	33	.	.	PUNCT
ajlm-2159	149	1	the	the	DET
ajlm-2159	149	2	results	result	NOUN
ajlm-2159	149	3	obtained	obtain	VERB
ajlm-2159	149	4	in	in	ADP
ajlm-2159	149	5	this	this	DET
ajlm-2159	149	6	study	study	NOUN
ajlm-2159	149	7	highlight	highlight	VERB
ajlm-2159	149	8	the	the	DET
ajlm-2159	149	9	importance	importance	NOUN
ajlm-2159	149	10	of	of	ADP
ajlm-2159	149	11	interventions	intervention	NOUN
ajlm-2159	149	12	to	to	PART
ajlm-2159	149	13	restrict	restrict	VERB
ajlm-2159	149	14	unnecessary	unnecessary	ADJ
ajlm-2159	149	15	medical	medical	ADJ
ajlm-2159	149	16	laboratory	laboratory	NOUN
ajlm-2159	149	17	testing	testing	NOUN
ajlm-2159	149	18	,	,	PUNCT
ajlm-2159	149	19	which	which	PRON
ajlm-2159	149	20	would	would	AUX
ajlm-2159	149	21	reduce	reduce	VERB
ajlm-2159	149	22	wastage	wastage	NOUN
ajlm-2159	149	23	and	and	CCONJ
ajlm-2159	149	24	associated	associated	ADJ
ajlm-2159	149	25	costs	cost	NOUN
ajlm-2159	149	26	.	.	PUNCT
ajlm-2159	150	1	this	this	DET
ajlm-2159	150	2	study	study	NOUN
ajlm-2159	150	3	is	be	AUX
ajlm-2159	150	4	unique	unique	ADJ
ajlm-2159	150	5	and	and	CCONJ
ajlm-2159	150	6	has	have	AUX
ajlm-2159	150	7	provided	provide	VERB
ajlm-2159	150	8	strong	strong	ADJ
ajlm-2159	150	9	evidence	evidence	NOUN
ajlm-2159	150	10	in	in	ADP
ajlm-2159	150	11	support	support	NOUN
ajlm-2159	150	12	of	of	ADP
ajlm-2159	150	13	introducing	introduce	VERB
ajlm-2159	150	14	and	and	CCONJ
ajlm-2159	150	15	implementing	implement	VERB
ajlm-2159	150	16	egk	egk	NOUN
ajlm-2159	150	17	in	in	ADP
ajlm-2159	150	18	laboratories	laboratory	NOUN
ajlm-2159	150	19	as	as	ADP
ajlm-2159	150	20	a	a	DET
ajlm-2159	150	21	means	means	NOUN
ajlm-2159	150	22	for	for	SCONJ
ajlm-2159	150	23	the	the	DET
ajlm-2159	150	24	department	department	PROPN
ajlm-2159	150	25	of	of	ADP
ajlm-2159	150	26	health	health	PROPN
ajlm-2159	150	27	to	to	PART
ajlm-2159	150	28	maintain	maintain	VERB
ajlm-2159	150	29	affordable	affordable	ADJ
ajlm-2159	150	30	and	and	CCONJ
ajlm-2159	150	31	sustainable	sustainable	ADJ
ajlm-2159	150	32	costs	cost	NOUN
ajlm-2159	150	33	of	of	ADP
ajlm-2159	150	34	laboratory	laboratory	NOUN
ajlm-2159	150	35	testing	testing	NOUN
ajlm-2159	150	36	.	.	PUNCT
ajlm-2159	151	1	acknowledgements	acknowledgement	NOUN
ajlm-2159	151	2	the	the	DET
ajlm-2159	151	3	authors	author	NOUN
ajlm-2159	151	4	would	would	AUX
ajlm-2159	151	5	like	like	VERB
ajlm-2159	151	6	to	to	PART
ajlm-2159	151	7	thank	thank	VERB
ajlm-2159	151	8	indiphile	indiphile	ADJ
ajlm-2159	151	9	qubule	qubule	NOUN
ajlm-2159	151	10	for	for	ADP
ajlm-2159	151	11	designing	design	VERB
ajlm-2159	151	12	figure	figure	NOUN
ajlm-2159	151	13	1	1	NUM
ajlm-2159	151	14	.	.	PUNCT
ajlm-2159	151	15	competing	compete	VERB
ajlm-2159	151	16	interests	interest	NOUN
ajlm-2159	151	17	the	the	DET
ajlm-2159	151	18	authors	author	NOUN
ajlm-2159	151	19	declare	declare	VERB
ajlm-2159	151	20	that	that	SCONJ
ajlm-2159	151	21	they	they	PRON
ajlm-2159	151	22	have	have	VERB
ajlm-2159	151	23	no	no	DET
ajlm-2159	151	24	financial	financial	ADJ
ajlm-2159	151	25	or	or	CCONJ
ajlm-2159	151	26	personal	personal	ADJ
ajlm-2159	151	27	relationships	relationship	NOUN
ajlm-2159	151	28	that	that	PRON
ajlm-2159	151	29	may	may	AUX
ajlm-2159	151	30	have	have	AUX
ajlm-2159	151	31	inappropriately	inappropriately	ADV
ajlm-2159	151	32	influenced	influence	VERB
ajlm-2159	151	33	them	they	PRON
ajlm-2159	151	34	in	in	ADP
ajlm-2159	151	35	writing	write	VERB
ajlm-2159	151	36	this	this	DET
ajlm-2159	151	37	article	article	NOUN
ajlm-2159	151	38	.	.	PUNCT
ajlm-2159	152	1	authors	author	NOUN
ajlm-2159	152	2	’	'	PUNCT
ajlm-2159	152	3	contributions	contribution	NOUN
ajlm-2159	152	4	z.m	z.m	PROPN
ajlm-2159	152	5	.	.	PROPN
ajlm-2159	152	6	and	and	CCONJ
ajlm-2159	152	7	t.r.a	t.r.a	PROPN
ajlm-2159	152	8	conceptualised	conceptualise	VERB
ajlm-2159	152	9	and	and	CCONJ
ajlm-2159	152	10	implemented	implement	VERB
ajlm-2159	152	11	the	the	DET
ajlm-2159	152	12	study	study	NOUN
ajlm-2159	152	13	.	.	PUNCT
ajlm-2159	153	1	k.e.o	k.e.o	PROPN
ajlm-2159	153	2	.	.	PUNCT
ajlm-2159	154	1	and	and	CCONJ
ajlm-2159	154	2	g.a.p.e	g.a.p.e	PROPN
ajlm-2159	154	3	.	.	PROPN
ajlm-2159	154	4	reviewed	review	VERB
ajlm-2159	154	5	and	and	CCONJ
ajlm-2159	154	6	provided	provide	VERB
ajlm-2159	154	7	analysis	analysis	NOUN
ajlm-2159	154	8	.	.	PUNCT
ajlm-2159	155	1	c.h	c.h	PROPN
ajlm-2159	155	2	.	.	PROPN
ajlm-2159	155	3	provided	provide	VERB
ajlm-2159	155	4	the	the	DET
ajlm-2159	155	5	health	health	NOUN
ajlm-2159	155	6	economic	economic	ADJ
ajlm-2159	155	7	expertise	expertise	NOUN
ajlm-2159	155	8	to	to	ADP
ajlm-2159	155	9	the	the	DET
ajlm-2159	155	10	data	data	NOUN
ajlm-2159	155	11	curation	curation	NOUN
ajlm-2159	155	12	and	and	CCONJ
ajlm-2159	155	13	analysis	analysis	NOUN
ajlm-2159	155	14	.	.	PUNCT
ajlm-2159	156	1	t.r.a	t.r.a	PROPN
ajlm-2159	156	2	.	.	PUNCT
ajlm-2159	157	1	supervised	supervise	VERB
ajlm-2159	157	2	the	the	DET
ajlm-2159	157	3	research	research	NOUN
ajlm-2159	157	4	and	and	CCONJ
ajlm-2159	157	5	k.e.o	k.e.o	NOUN
ajlm-2159	157	6	co	co	VERB
ajlm-2159	157	7	-	-	VERB
ajlm-2159	157	8	supervised	supervise	VERB
ajlm-2159	157	9	the	the	DET
ajlm-2159	157	10	research	research	NOUN
ajlm-2159	157	11	.	.	PUNCT
ajlm-2159	158	1	z.m	z.m	PROPN
ajlm-2159	158	2	wrote	write	VERB
ajlm-2159	158	3	the	the	DET
ajlm-2159	158	4	first	first	ADJ
ajlm-2159	158	5	draft	draft	NOUN
ajlm-2159	158	6	,	,	PUNCT
ajlm-2159	158	7	reviewed	review	VERB
ajlm-2159	158	8	by	by	ADP
ajlm-2159	158	9	k.e.o	k.e.o	NOUN
ajlm-2159	158	10	and	and	CCONJ
ajlm-2159	158	11	all	all	DET
ajlm-2159	158	12	authors	author	NOUN
ajlm-2159	158	13	reviewed	review	VERB
ajlm-2159	158	14	and	and	CCONJ
ajlm-2159	158	15	approved	approve	VERB
ajlm-2159	158	16	final	final	ADJ
ajlm-2159	158	17	version	version	NOUN
ajlm-2159	158	18	of	of	ADP
ajlm-2159	158	19	the	the	DET
ajlm-2159	158	20	article	article	NOUN
ajlm-2159	158	21	.	.	PUNCT
ajlm-2159	159	1	sources	source	NOUN
ajlm-2159	159	2	of	of	ADP
ajlm-2159	159	3	support	support	NOUN
ajlm-2159	159	4	this	this	DET
ajlm-2159	159	5	research	research	NOUN
ajlm-2159	159	6	received	receive	VERB
ajlm-2159	159	7	no	no	DET
ajlm-2159	159	8	specific	specific	ADJ
ajlm-2159	159	9	grant	grant	NOUN
ajlm-2159	159	10	from	from	ADP
ajlm-2159	159	11	any	any	DET
ajlm-2159	159	12	funding	funding	NOUN
ajlm-2159	159	13	agency	agency	NOUN
ajlm-2159	159	14	in	in	ADP
ajlm-2159	159	15	the	the	DET
ajlm-2159	159	16	public	public	ADJ
ajlm-2159	159	17	,	,	PUNCT
ajlm-2159	159	18	commercial	commercial	ADJ
ajlm-2159	159	19	,	,	PUNCT
ajlm-2159	159	20	or	or	CCONJ
ajlm-2159	159	21	not	not	PART
ajlm-2159	159	22	-	-	PUNCT
ajlm-2159	159	23	for	for	ADP
ajlm-2159	159	24	-	-	PUNCT
ajlm-2159	159	25	profit	profit	NOUN
ajlm-2159	159	26	sectors	sector	NOUN
ajlm-2159	159	27	.	.	PUNCT
ajlm-2159	160	1	data	datum	NOUN
ajlm-2159	160	2	availability	availability	NOUN
ajlm-2159	160	3	data	datum	NOUN
ajlm-2159	160	4	supporting	support	VERB
ajlm-2159	160	5	the	the	DET
ajlm-2159	160	6	findings	finding	NOUN
ajlm-2159	160	7	of	of	ADP
ajlm-2159	160	8	this	this	DET
ajlm-2159	160	9	study	study	NOUN
ajlm-2159	160	10	are	be	AUX
ajlm-2159	160	11	available	available	ADJ
ajlm-2159	160	12	from	from	ADP
ajlm-2159	160	13	the	the	DET
ajlm-2159	160	14	corresponding	corresponding	ADJ
ajlm-2159	160	15	author	author	NOUN
ajlm-2159	160	16	,	,	PUNCT
ajlm-2159	160	17	t.r.a	t.r.a	PROPN
ajlm-2159	160	18	.	.	PUNCT
ajlm-2159	161	1	disclaimer	disclaimer	NOUN
ajlm-2159	161	2	the	the	DET
ajlm-2159	161	3	views	view	NOUN
ajlm-2159	161	4	expressed	express	VERB
ajlm-2159	161	5	in	in	ADP
ajlm-2159	161	6	this	this	DET
ajlm-2159	161	7	manuscript	manuscript	NOUN
ajlm-2159	161	8	are	be	AUX
ajlm-2159	161	9	those	those	PRON
ajlm-2159	161	10	of	of	ADP
ajlm-2159	161	11	the	the	DET
ajlm-2159	161	12	authors	author	NOUN
ajlm-2159	161	13	and	and	CCONJ
ajlm-2159	161	14	not	not	PART
ajlm-2159	161	15	those	those	PRON
ajlm-2159	161	16	of	of	ADP
ajlm-2159	161	17	the	the	DET
ajlm-2159	161	18	institutions	institution	NOUN
ajlm-2159	161	19	they	they	PRON
ajlm-2159	161	20	are	be	AUX
ajlm-2159	161	21	affiliated	affiliate	VERB
ajlm-2159	161	22	with	with	ADP
ajlm-2159	161	23	.	.	PUNCT
ajlm-2159	162	1	references	reference	NOUN
ajlm-2159	162	2	konger	konger	PROPN
ajlm-2159	162	3	lr	lr	PROPN
ajlm-2159	162	4	,	,	PUNCT
ajlm-2159	162	5	ndekwe	ndekwe	NOUN
ajlm-2159	162	6	p	p	X
ajlm-2159	162	7	,	,	PUNCT
ajlm-2159	162	8	jones	jones	PROPN
ajlm-2159	162	9	g	g	PROPN
ajlm-2159	162	10	,	,	PUNCT
ajlm-2159	162	11	et	et	PROPN
ajlm-2159	162	12	al	al	PROPN
ajlm-2159	162	13	.	.	PROPN
ajlm-2159	162	14	reduction	reduction	NOUN
ajlm-2159	162	15	in	in	ADP
ajlm-2159	162	16	unnecessary	unnecessary	ADJ
ajlm-2159	162	17	clinical	clinical	ADJ
ajlm-2159	162	18	laboratory	laboratory	NOUN
ajlm-2159	162	19	testing	testing	NOUN
ajlm-2159	162	20	through	through	ADP
ajlm-2159	162	21	utilization	utilization	NOUN
ajlm-2159	162	22	management	management	NOUN
ajlm-2159	162	23	at	at	ADP
ajlm-2159	162	24	a	a	DET
ajlm-2159	162	25	us	us	PROPN
ajlm-2159	162	26	government	government	NOUN
ajlm-2159	162	27	veteran	veteran	NOUN
ajlm-2159	162	28	’s	’s	PART
ajlm-2159	162	29	affairs	affair	NOUN
ajlm-2159	162	30	hospital	hospital	NOUN
ajlm-2159	162	31	.	.	PUNCT
ajlm-2159	163	1	am	be	AUX
ajlm-2159	163	2	j	j	PROPN
ajlm-2159	163	3	clin	clin	PROPN
ajlm-2159	163	4	pathol	pathol	NOUN
ajlm-2159	163	5	.	.	PUNCT
ajlm-2159	164	1	2016;145(3):355–364	2016;145(3):355–364	NUM
ajlm-2159	164	2	.	.	PUNCT
ajlm-2159	165	1	https://doi.org/10.1093/ajcp/aqv092	https://doi.org/10.1093/ajcp/aqv092	NOUN
ajlm-2159	165	2	u.s.department	u.s.department	NOUN
ajlm-2159	165	3	of	of	ADP
ajlm-2159	165	4	health	health	NOUN
ajlm-2159	165	5	and	and	CCONJ
ajlm-2159	165	6	human	human	ADJ
ajlm-2159	165	7	services	service	NOUN
ajlm-2159	165	8	.	.	PUNCT
ajlm-2159	166	1	medicare	medicare	PROPN
ajlm-2159	166	2	laboratory	laboratory	PROPN
ajlm-2159	166	3	test	test	NOUN
ajlm-2159	166	4	expenditures	expenditure	NOUN
ajlm-2159	166	5	increased	increase	VERB
ajlm-2159	166	6	in	in	ADP
ajlm-2159	166	7	2018	2018	NUM
ajlm-2159	166	8	,	,	PUNCT
ajlm-2159	166	9	despite	despite	SCONJ
ajlm-2159	166	10	new	new	ADJ
ajlm-2159	166	11	rate	rate	NOUN
ajlm-2159	166	12	reductions	reduction	NOUN
ajlm-2159	167	1	[	[	X
ajlm-2159	167	2	homepage	homepage	NOUN
ajlm-2159	167	3	on	on	ADP
ajlm-2159	167	4	the	the	DET
ajlm-2159	167	5	internet	internet	NOUN
ajlm-2159	167	6	]	]	PUNCT
ajlm-2159	167	7	.	.	PUNCT
ajlm-2159	168	1	[	[	X
ajlm-2159	168	2	cited	cite	VERB
ajlm-2159	168	3	2021	2021	NUM
ajlm-2159	168	4	mar	mar	PROPN
ajlm-2159	168	5	18	18	NUM
ajlm-2159	168	6	]	]	PUNCT
ajlm-2159	168	7	.	.	PUNCT
ajlm-2159	169	1	available	available	ADJ
ajlm-2159	169	2	from	from	ADP
ajlm-2159	169	3	:	:	PUNCT
ajlm-2159	169	4	https://www.oversight.gov/sites/default/files/oig-reports/oei-09-19-00100.pdf	https://www.oversight.gov/sites/default/files/oig-reports/oei-09-19-00100.pdf	PROPN
ajlm-2159	169	5	harker	harker	PROPN
ajlm-2159	169	6	r.	r.	PROPN
ajlm-2159	169	7	nhs	nhs	PROPN
ajlm-2159	169	8	funding	funding	PROPN
ajlm-2159	169	9	and	and	CCONJ
ajlm-2159	169	10	expenditure	expenditure	NOUN
ajlm-2159	169	11	.	.	PUNCT
ajlm-2159	170	1	house	house	NOUN
ajlm-2159	170	2	of	of	ADP
ajlm-2159	170	3	commons	commons	PROPN
ajlm-2159	170	4	library	library	NOUN
ajlm-2159	171	1	[	[	X
ajlm-2159	171	2	homepage	homepage	NOUN
ajlm-2159	171	3	on	on	ADP
ajlm-2159	171	4	the	the	DET
ajlm-2159	171	5	internet	internet	NOUN
ajlm-2159	171	6	]	]	PUNCT
ajlm-2159	171	7	.	.	PUNCT
ajlm-2159	172	1	briefing	brief	VERB
ajlm-2159	172	2	paper	paper	NOUN
ajlm-2159	172	3	.	.	PUNCT
ajlm-2159	173	1	[	[	X
ajlm-2159	173	2	cited	cite	VERB
ajlm-2159	173	3	2021	2021	NUM
ajlm-2159	173	4	sep	sep	NOUN
ajlm-2159	173	5	08	08	NUM
ajlm-2159	173	6	]	]	PUNCT
ajlm-2159	173	7	.	.	PUNCT
ajlm-2159	174	1	available	available	ADJ
ajlm-2159	174	2	from	from	ADP
ajlm-2159	174	3	:	:	PUNCT
ajlm-2159	174	4	https://researchbriefings.files.parliament.uk/documents/sn00724/sn00724.pdf	https://researchbriefings.files.parliament.uk/documents/sn00724/sn00724.pdf	PROPN
ajlm-2159	174	5	sivananthan	sivananthan	PROPN
ajlm-2159	174	6	sn	sn	PROPN
ajlm-2159	174	7	,	,	PUNCT
ajlm-2159	174	8	peterson	peterson	PROPN
ajlm-2159	174	9	s	s	PROPN
ajlm-2159	174	10	,	,	PUNCT
ajlm-2159	174	11	lavergne	lavergne	NOUN
ajlm-2159	174	12	r	r	NOUN
ajlm-2159	174	13	,	,	PUNCT
ajlm-2159	174	14	barer	bare	ADJ
ajlm-2159	174	15	ml	ml	NOUN
ajlm-2159	174	16	,	,	PUNCT
ajlm-2159	174	17	mcgrail	mcgrail	NOUN
ajlm-2159	174	18	km	km	NOUN
ajlm-2159	174	19	.	.	PUNCT
ajlm-2159	175	1	designation	designation	NOUN
ajlm-2159	175	2	,	,	PUNCT
ajlm-2159	175	3	diligence	diligence	NOUN
ajlm-2159	175	4	and	and	CCONJ
ajlm-2159	175	5	drift	drift	NOUN
ajlm-2159	175	6	:	:	PUNCT
ajlm-2159	175	7	understanding	understand	VERB
ajlm-2159	175	8	laboratory	laboratory	NOUN
ajlm-2159	175	9	expenditure	expenditure	NOUN
ajlm-2159	175	10	increases	increase	NOUN
ajlm-2159	175	11	in	in	ADP
ajlm-2159	175	12	british	british	PROPN
ajlm-2159	175	13	columbia	columbia	PROPN
ajlm-2159	175	14	,	,	PUNCT
ajlm-2159	175	15	1996/97	1996/97	NUM
ajlm-2159	175	16	to	to	ADP
ajlm-2159	175	17	2005/06	2005/06	NUM
ajlm-2159	175	18	[	[	X
ajlm-2159	175	19	homepage	homepage	NOUN
ajlm-2159	175	20	on	on	ADP
ajlm-2159	175	21	the	the	DET
ajlm-2159	175	22	internet	internet	NOUN
ajlm-2159	175	23	]	]	PUNCT
ajlm-2159	175	24	.	.	PUNCT
ajlm-2159	176	1	[	[	X
ajlm-2159	176	2	cited	cite	VERB
ajlm-2159	176	3	2021	2021	NUM
ajlm-2159	176	4	mar	mar	PROPN
ajlm-2159	176	5	17	17	NUM
ajlm-2159	176	6	]	]	PUNCT
ajlm-2159	176	7	.	.	PUNCT
ajlm-2159	177	1	available	available	ADJ
ajlm-2159	177	2	from	from	ADP
ajlm-2159	177	3	:	:	PUNCT
ajlm-2159	177	4	https://link.springer.com/article/10.1186/1472-6963-12-472	https://link.springer.com/article/10.1186/1472-6963-12-472	PROPN
ajlm-2159	177	5	mahomed	mahome	VERB
ajlm-2159	177	6	ho	ho	PROPN
ajlm-2159	177	7	,	,	PUNCT
ajlm-2159	177	8	lekalakala	lekalakala	NOUN
ajlm-2159	177	9	r	r	NOUN
ajlm-2159	177	10	,	,	PUNCT
ajlm-2159	177	11	asmall	asmall	PROPN
ajlm-2159	177	12	s	s	PROPN
ajlm-2159	177	13	,	,	PUNCT
ajlm-2159	177	14	cassim	cassim	PROPN
ajlm-2159	177	15	n.	n.	PROPN
ajlm-2159	177	16	implications	implication	NOUN
ajlm-2159	177	17	of	of	ADP
ajlm-2159	177	18	the	the	DET
ajlm-2159	177	19	introduction	introduction	NOUN
ajlm-2159	177	20	of	of	ADP
ajlm-2159	177	21	laboratory	laboratory	NOUN
ajlm-2159	177	22	demand	demand	NOUN
ajlm-2159	177	23	management	management	NOUN
ajlm-2159	177	24	at	at	ADP
ajlm-2159	177	25	primary	primary	ADJ
ajlm-2159	177	26	care	care	NOUN
ajlm-2159	177	27	clinics	clinic	NOUN
ajlm-2159	177	28	in	in	ADP
ajlm-2159	177	29	south	south	PROPN
ajlm-2159	177	30	africa	africa	PROPN
ajlm-2159	177	31	on	on	ADP
ajlm-2159	177	32	laboratory	laboratory	NOUN
ajlm-2159	177	33	expenditure	expenditure	NOUN
ajlm-2159	177	34	.	.	PUNCT
ajlm-2159	178	1	afr	afr	PROPN
ajlm-2159	178	2	j	j	PROPN
ajlm-2159	178	3	lab	lab	PROPN
ajlm-2159	178	4	med	med	PROPN
ajlm-2159	178	5	.	.	PUNCT
ajlm-2159	179	1	2016;5(1):1–6	2016;5(1):1–6	X
ajlm-2159	179	2	.	.	PROPN
ajlm-2159	180	1	https://doi.org/10.4102/ajlm.v5i1.339	https://doi.org/10.4102/ajlm.v5i1.339	PROPN
ajlm-2159	180	2	national	national	PROPN
ajlm-2159	180	3	health	health	PROPN
ajlm-2159	180	4	laboratory	laboratory	PROPN
ajlm-2159	180	5	service	service	PROPN
ajlm-2159	180	6	.	.	PUNCT
ajlm-2159	181	1	annual	annual	ADJ
ajlm-2159	181	2	report	report	NOUN
ajlm-2159	181	3	2013/2014	2013/2014	NUM
ajlm-2159	182	1	[	[	X
ajlm-2159	182	2	homepage	homepage	NOUN
ajlm-2159	182	3	on	on	ADP
ajlm-2159	182	4	the	the	DET
ajlm-2159	182	5	internet	internet	NOUN
ajlm-2159	182	6	]	]	PUNCT
ajlm-2159	182	7	.	.	PUNCT
ajlm-2159	183	1	[	[	X
ajlm-2159	183	2	cited	cite	VERB
ajlm-2159	183	3	2015	2015	NUM
ajlm-2159	183	4	dec	dec	PROPN
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ajlm-2159	184	4	http://www.nhls.ac.za/assets/files/an_report/nhls_annual_report_2013_2014.pdf	http://www.nhls.ac.za/assets/files/an_report/nhls_annual_report_2013_2014.pdf	PROPN
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ajlm-2159	186	7	.	.	PUNCT
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ajlm-2159	187	2	cited	cite	VERB
ajlm-2159	187	3	2015	2015	NUM
ajlm-2159	187	4	dec	dec	PROPN
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ajlm-2159	187	7	.	.	PUNCT
ajlm-2159	188	1	available	available	ADJ
ajlm-2159	188	2	from	from	ADP
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ajlm-2159	190	7	.	.	PUNCT
ajlm-2159	191	1	[	[	X
ajlm-2159	191	2	cited	cite	VERB
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ajlm-2159	191	7	.	.	PUNCT
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ajlm-2159	192	2	from	from	ADP
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ajlm-2159	192	9	.	.	PUNCT
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ajlm-2159	195	7	.	.	PUNCT
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ajlm-2159	196	2	from	from	ADP
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ajlm-2159	199	2	cited	cite	VERB
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ajlm-2159	200	5	national	national	PROPN
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ajlm-2159	215	2	.	.	PUNCT
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ajlm-2159	218	7	.	.	PUNCT
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ajlm-2159	231	9	test	test	NOUN
ajlm-2159	231	10	rejections	rejection	NOUN
ajlm-2159	231	11	by	by	ADP
ajlm-2159	231	12	electronic	electronic	ADJ
ajlm-2159	231	13	gate	gate	NOUN
ajlm-2159	231	14	-	-	PUNCT
ajlm-2159	231	15	keeping	keep	VERB
ajlm-2159	231	16	system	system	NOUN
ajlm-2159	231	17	at	at	ADP
ajlm-2159	231	18	an	an	DET
ajlm-2159	231	19	academic	academic	ADJ
ajlm-2159	231	20	hospital	hospital	NOUN
ajlm-2159	231	21	in	in	ADP
ajlm-2159	231	22	cape	cape	NOUN
ajlm-2159	231	23	town	town	NOUN
ajlm-2159	231	24	.	.	PUNCT
ajlm-2159	232	1	ann	ann	PROPN
ajlm-2159	232	2	clin	clin	PROPN
ajlm-2159	232	3	biochem	biochem	PROPN
ajlm-2159	232	4	.	.	PUNCT
ajlm-2159	233	1	2015;52(4):481–487	2015;52(4):481–487	X
ajlm-2159	233	2	.	.	PUNCT
ajlm-2159	233	3	https://doi.org/10.1177/0004563214567688	https://doi.org/10.1177/0004563214567688	PROPN
ajlm-2159	233	4	pema	pema	PROPN
ajlm-2159	233	5	ak	ak	PROPN
ajlm-2159	233	6	,	,	PUNCT
ajlm-2159	233	7	kiabilua	kiabilua	PROPN
ajlm-2159	233	8	o	o	PROPN
ajlm-2159	233	9	,	,	PUNCT
ajlm-2159	233	10	pillay	pillay	PROPN
ajlm-2159	233	11	ts	ts	PROPN
ajlm-2159	233	12	.	.	PUNCT
ajlm-2159	234	1	demand	demand	NOUN
ajlm-2159	234	2	management	management	NOUN
ajlm-2159	234	3	by	by	ADP
ajlm-2159	234	4	electronic	electronic	ADJ
ajlm-2159	234	5	gatekeeping	gatekeeping	NOUN
ajlm-2159	234	6	of	of	ADP
ajlm-2159	234	7	test	test	NOUN
ajlm-2159	234	8	request	request	NOUN
ajlm-2159	234	9	does	do	AUX
ajlm-2159	234	10	not	not	PART
ajlm-2159	234	11	influence	influence	VERB
ajlm-2159	234	12	requesting	request	VERB
ajlm-2159	234	13	behaviour	behaviour	NOUN
ajlm-2159	234	14	or	or	CCONJ
ajlm-2159	234	15	save	save	VERB
ajlm-2159	234	16	costs	cost	NOUN
ajlm-2159	234	17	dramatically	dramatically	ADV
ajlm-2159	234	18	.	.	PUNCT
ajlm-2159	235	1	ann	ann	PROPN
ajlm-2159	235	2	clin	clin	PROPN
ajlm-2159	235	3	biochem	biochem	PROPN
ajlm-2159	235	4	.	.	PUNCT
ajlm-2159	236	1	2018;55(2):244–253	2018;55(2):244–253	X
ajlm-2159	236	2	.	.	PUNCT
ajlm-2159	236	3	https://doi.org/10.1177/0004563217707980	https://doi.org/10.1177/0004563217707980	PROPN
ajlm-2159	236	4	national	national	PROPN
ajlm-2159	236	5	health	health	PROPN
ajlm-2159	236	6	laboratory	laboratory	PROPN
ajlm-2159	236	7	service	service	PROPN
ajlm-2159	236	8	.	.	PUNCT
ajlm-2159	237	1	annual	annual	ADJ
ajlm-2159	237	2	report	report	NOUN
ajlm-2159	237	3	2011/2012	2011/2012	NUM
ajlm-2159	238	1	[	[	X
ajlm-2159	238	2	homepage	homepage	NOUN
ajlm-2159	238	3	on	on	ADP
ajlm-2159	238	4	the	the	DET
ajlm-2159	238	5	internet	internet	NOUN
ajlm-2159	238	6	]	]	PUNCT
ajlm-2159	238	7	.	.	PUNCT
ajlm-2159	239	1	[	[	X
ajlm-2159	239	2	cited	cite	VERB
ajlm-2159	239	3	2015	2015	NUM
ajlm-2159	239	4	dec	dec	PROPN
ajlm-2159	239	5	06	06	NUM
ajlm-2159	239	6	]	]	PUNCT
ajlm-2159	239	7	.	.	PUNCT
ajlm-2159	240	1	national	national	PROPN
ajlm-2159	240	2	health	health	PROPN
ajlm-2159	240	3	laboratory	laboratory	PROPN
ajlm-2159	240	4	service	service	PROPN
ajlm-2159	240	5	.	.	PUNCT
ajlm-2159	241	1	available	available	ADJ
ajlm-2159	241	2	from	from	ADP
ajlm-2159	241	3	:	:	PUNCT
ajlm-2159	241	4	http://www.nhls.ac.za/assets/files/nhls%20annual%20report%202012.pdf	http://www.nhls.ac.za/assets/files/nhls%20annual%20report%202012.pdf	PROPN
ajlm-2159	241	5	petrou	petrou	PROPN
ajlm-2159	241	6	s	s	PROPN
ajlm-2159	241	7	,	,	PUNCT
ajlm-2159	241	8	gray	gray	ADJ
ajlm-2159	241	9	a.	a.	NOUN
ajlm-2159	241	10	economic	economic	ADJ
ajlm-2159	241	11	evaluation	evaluation	NOUN
ajlm-2159	241	12	using	use	VERB
ajlm-2159	241	13	decision	decision	NOUN
ajlm-2159	241	14	analytical	analytical	ADJ
ajlm-2159	241	15	modelling	modelling	NOUN
ajlm-2159	241	16	:	:	PUNCT
ajlm-2159	241	17	design	design	NOUN
ajlm-2159	241	18	,	,	PUNCT
ajlm-2159	241	19	conduct	conduct	NOUN
ajlm-2159	241	20	,	,	PUNCT
ajlm-2159	241	21	analysis	analysis	NOUN
ajlm-2159	241	22	,	,	PUNCT
ajlm-2159	241	23	and	and	CCONJ
ajlm-2159	241	24	reporting	report	VERB
ajlm-2159	241	25	evidence	evidence	NOUN
ajlm-2159	241	26	relating	relate	VERB
ajlm-2159	241	27	to	to	ADP
ajlm-2159	241	28	healthcare	healthcare	NOUN
ajlm-2159	241	29	decisions	decision	NOUN
ajlm-2159	241	30	often	often	ADV
ajlm-2159	241	31	comes	come	VERB
ajlm-2159	241	32	from	from	ADP
ajlm-2159	241	33	more	more	ADJ
ajlm-2159	241	34	than	than	ADP
ajlm-2159	241	35	one	one	NUM
ajlm-2159	241	36	study	study	NOUN
ajlm-2159	241	37	.	.	PUNCT
ajlm-2159	242	1	decision	decision	NOUN
ajlm-2159	242	2	analytical	analytical	ADJ
ajlm-2159	242	3	modelling	modelling	NOUN
ajlm-2159	242	4	can	can	AUX
ajlm-2159	242	5	be	be	AUX
ajlm-2159	242	6	used	use	VERB
ajlm-2159	242	7	as	as	ADP
ajlm-2159	242	8	a	a	DET
ajlm-2159	242	9	basis	basis	NOUN
ajlm-2159	242	10	for	for	ADP
ajlm-2159	242	11	economic	economic	ADJ
ajlm-2159	242	12	evaluations	evaluation	NOUN
ajlm-2159	242	13	in	in	ADP
ajlm-2159	242	14	these	these	DET
ajlm-2159	242	15	situations	situation	NOUN
ajlm-2159	242	16	.	.	PUNCT
ajlm-2159	243	1	bmj	bmj	PROPN
ajlm-2159	243	2	.	.	PUNCT
ajlm-2159	243	3	2011;342:1–6	2011;342:1–6	NUM
ajlm-2159	243	4	.	.	PUNCT
ajlm-2159	244	1	https://doi.org/10.1136/bmj.d1766	https://doi.org/10.1136/bmj.d1766	X
ajlm-2159	244	2	cooperative	cooperative	ADJ
ajlm-2159	244	3	governance	governance	NOUN
ajlm-2159	244	4	and	and	CCONJ
ajlm-2159	244	5	district	district	NOUN
ajlm-2159	244	6	affairs	affair	NOUN
ajlm-2159	244	7	.	.	PUNCT
ajlm-2159	245	1	or	or	CCONJ
ajlm-2159	245	2	tambo	tambo	NOUN
ajlm-2159	245	3	district	district	NOUN
ajlm-2159	245	4	municipality	municipality	NOUN
ajlm-2159	245	5	,	,	PUNCT
ajlm-2159	245	6	ec	ec	PROPN
ajlm-2159	245	7	.	.	PUNCT
ajlm-2159	246	1	profile	profile	NOUN
ajlm-2159	246	2	and	and	CCONJ
ajlm-2159	246	3	analysis	analysis	NOUN
ajlm-2159	246	4	district	district	NOUN
ajlm-2159	246	5	development	development	NOUN
ajlm-2159	246	6	model	model	NOUN
ajlm-2159	247	1	[	[	X
ajlm-2159	247	2	homepage	homepage	NOUN
ajlm-2159	247	3	on	on	ADP
ajlm-2159	247	4	the	the	DET
ajlm-2159	247	5	internet	internet	NOUN
ajlm-2159	247	6	]	]	PUNCT
ajlm-2159	247	7	.	.	PUNCT
ajlm-2159	248	1	[	[	X
ajlm-2159	248	2	cited	cite	VERB
ajlm-2159	248	3	2021	2021	NUM
ajlm-2159	248	4	may	may	AUX
ajlm-2159	248	5	20	20	NUM
ajlm-2159	248	6	]	]	PUNCT
ajlm-2159	248	7	.	.	PUNCT
ajlm-2159	249	1	available	available	ADJ
ajlm-2159	249	2	from	from	ADP
ajlm-2159	249	3	:	:	PUNCT
ajlm-2159	249	4	https://www.cogta.gov.za/ddm/wp-content/uploads/2020/11/ortamnco-september-2020.pdf	https://www.cogta.gov.za/ddm/wp-content/uploads/2020/11/ortamnco-september-2020.pdf	ADJ
ajlm-2159	249	5	eastern	eastern	PROPN
ajlm-2159	249	6	cape	cape	PROPN
ajlm-2159	249	7	department	department	PROPN
ajlm-2159	249	8	of	of	ADP
ajlm-2159	249	9	health	health	NOUN
ajlm-2159	249	10	.	.	PUNCT
ajlm-2159	250	1	2023	2023	NUM
ajlm-2159	250	2	.	.	PUNCT
ajlm-2159	251	1	nelson	nelson	PROPN
ajlm-2159	251	2	mandela	mandela	PROPN
ajlm-2159	251	3	academic	academic	ADJ
ajlm-2159	251	4	hospital	hospital	NOUN
ajlm-2159	251	5	.	.	PUNCT
ajlm-2159	252	1	bhisho	bhisho	NOUN
ajlm-2159	252	2	:	:	PUNCT
ajlm-2159	252	3	information	information	NOUN
ajlm-2159	252	4	technology	technology	PROPN
ajlm-2159	252	5	department	department	PROPN
ajlm-2159	252	6	.	.	PUNCT
ajlm-2159	253	1	south	south	PROPN
ajlm-2159	253	2	african	african	PROPN
ajlm-2159	253	3	reserve	reserve	PROPN
ajlm-2159	253	4	bank	bank	PROPN
ajlm-2159	253	5	.	.	PUNCT
ajlm-2159	254	1	exchange	exchange	NOUN
ajlm-2159	254	2	rates	rate	NOUN
ajlm-2159	254	3	2021	2021	NUM
ajlm-2159	255	1	[	[	X
ajlm-2159	255	2	homepage	homepage	NOUN
ajlm-2159	255	3	on	on	ADP
ajlm-2159	255	4	the	the	DET
ajlm-2159	255	5	internet	internet	NOUN
ajlm-2159	255	6	]	]	PUNCT
ajlm-2159	255	7	.	.	PUNCT
ajlm-2159	256	1	[	[	X
ajlm-2159	256	2	cited	cite	VERB
ajlm-2159	256	3	2021	2021	NUM
ajlm-2159	256	4	mar	mar	PROPN
ajlm-2159	256	5	17	17	NUM
ajlm-2159	256	6	]	]	PUNCT
ajlm-2159	256	7	.	.	PUNCT
ajlm-2159	257	1	available	available	ADJ
ajlm-2159	257	2	from	from	ADP
ajlm-2159	257	3	:	:	PUNCT
ajlm-2159	257	4	https://www.resbank.co.za/en/home/what-we-do/statistics/key-statistics/selected-historical-rates	https://www.resbank.co.za/en/home/what-we-do/statistics/key-statistics/selected-historical-rates	PROPN
ajlm-2159	257	5	prasad	prasad	PROPN
ajlm-2159	257	6	l	l	PROPN
ajlm-2159	257	7	,	,	PUNCT
ajlm-2159	257	8	joacim	joacim	NOUN
ajlm-2159	257	9	r	r	PROPN
ajlm-2159	257	10	,	,	PUNCT
ajlm-2159	257	11	hasitha	hasitha	PROPN
ajlm-2159	257	12	t	t	PROPN
ajlm-2159	257	13	,	,	PUNCT
ajlm-2159	257	14	paba	paba	PROPN
ajlm-2159	257	15	p	p	X
ajlm-2159	257	16	,	,	PUNCT
ajlm-2159	257	17	annelies	annelie	NOUN
ajlm-2159	257	18	ws	ws	NOUN
ajlm-2159	257	19	,	,	PUNCT
ajlm-2159	257	20	yesim	yesim	ADJ
ajlm-2159	257	21	t.	t.	NOUN
ajlm-2159	257	22	evaluation	evaluation	NOUN
ajlm-2159	257	23	of	of	ADP
ajlm-2159	257	24	intensified	intensify	VERB
ajlm-2159	257	25	dengue	dengue	NOUN
ajlm-2159	257	26	control	control	NOUN
ajlm-2159	257	27	measures	measure	NOUN
ajlm-2159	257	28	with	with	ADP
ajlm-2159	257	29	interrupted	interrupted	ADJ
ajlm-2159	257	30	time	time	NOUN
ajlm-2159	257	31	series	series	NOUN
ajlm-2159	257	32	analysis	analysis	NOUN
ajlm-2159	257	33	in	in	ADP
ajlm-2159	257	34	the	the	DET
ajlm-2159	257	35	panadura	panadura	NOUN
ajlm-2159	257	36	medical	medical	ADJ
ajlm-2159	257	37	officer	officer	NOUN
ajlm-2159	257	38	of	of	ADP
ajlm-2159	257	39	health	health	NOUN
ajlm-2159	257	40	division	division	NOUN
ajlm-2159	257	41	in	in	ADP
ajlm-2159	257	42	sri	sri	PROPN
ajlm-2159	257	43	lanka	lanka	PROPN
ajlm-2159	257	44	:	:	PUNCT
ajlm-2159	257	45	a	a	DET
ajlm-2159	257	46	case	case	NOUN
ajlm-2159	257	47	study	study	NOUN
ajlm-2159	257	48	and	and	CCONJ
ajlm-2159	257	49	cost	cost	NOUN
ajlm-2159	257	50	-	-	PUNCT
ajlm-2159	257	51	effectiveness	effectiveness	NOUN
ajlm-2159	257	52	analysis	analysis	NOUN
ajlm-2159	257	53	.	.	PUNCT
ajlm-2159	258	1	lancet	lancet	NOUN
ajlm-2159	258	2	planet	planet	NOUN
ajlm-2159	258	3	health	health	NOUN
ajlm-2159	258	4	.	.	PUNCT
ajlm-2159	259	1	2019;3(5):211–218	2019;3(5):211–218	X
ajlm-2159	259	2	.	.	PUNCT
ajlm-2159	259	3	https://doi.org/10.1016/s2542-5196(19)30057-9	https://doi.org/10.1016/s2542-5196(19)30057-9	PROPN
ajlm-2159	259	4	caswell	caswell	PROPN
ajlm-2159	259	5	jm	jm	PROPN
ajlm-2159	259	6	.	.	PROPN
ajlm-2159	260	1	interrupted	interrupt	VERB
ajlm-2159	260	2	time	time	NOUN
ajlm-2159	260	3	series	series	PROPN
ajlm-2159	260	4	analysis	analysis	NOUN
ajlm-2159	260	5	for	for	ADP
ajlm-2159	260	6	single	single	ADJ
ajlm-2159	260	7	series	series	NOUN
ajlm-2159	260	8	and	and	CCONJ
ajlm-2159	260	9	comparative	comparative	ADJ
ajlm-2159	260	10	designs	design	NOUN
ajlm-2159	260	11	:	:	PUNCT
ajlm-2159	260	12	using	use	VERB
ajlm-2159	260	13	administrative	administrative	ADJ
ajlm-2159	260	14	data	datum	NOUN
ajlm-2159	260	15	for	for	ADP
ajlm-2159	260	16	healthcare	healthcare	NOUN
ajlm-2159	260	17	impact	impact	NOUN
ajlm-2159	260	18	assessment	assessment	NOUN
ajlm-2159	261	1	[	[	X
ajlm-2159	261	2	homepage	homepage	NOUN
ajlm-2159	261	3	on	on	ADP
ajlm-2159	261	4	the	the	DET
ajlm-2159	261	5	internet	internet	NOUN
ajlm-2159	261	6	]	]	PUNCT
ajlm-2159	261	7	.	.	PUNCT
ajlm-2159	262	1	[	[	X
ajlm-2159	262	2	cited	cite	VERB
ajlm-2159	262	3	2021	2021	NUM
ajlm-2159	262	4	jul	jul	NOUN
ajlm-2159	262	5	09	09	NUM
ajlm-2159	262	6	]	]	PUNCT
ajlm-2159	262	7	.	.	PUNCT
ajlm-2159	263	1	available	available	ADJ
ajlm-2159	263	2	from	from	ADP
ajlm-2159	263	3	:	:	PUNCT
ajlm-2159	263	4	https://www.sas.com/content/dam/sas/en_ca/user%20group%20presentations/health-user-groups/its_sas.pdf	https://www.sas.com/content/dam/sas/en_ca/user%20group%20presentations/health-user-groups/its_sas.pdf	NUM
ajlm-2159	263	5	linden	linden	PROPN
ajlm-2159	263	6	a.	a.	NOUN
ajlm-2159	263	7	conducting	conducting	NOUN
ajlm-2159	263	8	interrupted	interrupt	VERB
ajlm-2159	263	9	time	time	NOUN
ajlm-2159	263	10	series	series	NOUN
ajlm-2159	263	11	analysis	analysis	NOUN
ajlm-2159	263	12	for	for	ADP
ajlm-2159	263	13	single	single	ADJ
ajlm-2159	263	14	and	and	CCONJ
ajlm-2159	263	15	multiple	multiple	ADJ
ajlm-2159	263	16	group	group	NOUN
ajlm-2159	263	17	comparisons	comparison	NOUN
ajlm-2159	263	18	.	.	PUNCT
ajlm-2159	264	1	stata	stata	PROPN
ajlm-2159	264	2	j.	j.	PROPN
ajlm-2159	264	3	2015;15(2):480–500	2015;15(2):480–500	PROPN
ajlm-2159	264	4	.	.	PUNCT
ajlm-2159	265	1	https://doi.org/10.1177/1536867x1501500208	https://doi.org/10.1177/1536867x1501500208	PROPN
ajlm-2159	265	2	jandoc	jandoc	PROPN
ajlm-2159	265	3	r	r	NOUN
ajlm-2159	265	4	,	,	PUNCT
ajlm-2159	265	5	burden	burden	NOUN
ajlm-2159	265	6	am	am	NOUN
ajlm-2159	265	7	,	,	PUNCT
ajlm-2159	265	8	mamdani	mamdani	PROPN
ajlm-2159	265	9	m	m	PROPN
ajlm-2159	265	10	,	,	PUNCT
ajlm-2159	265	11	levesque	levesque	PROPN
ajlm-2159	265	12	le	le	PROPN
ajlm-2159	265	13	,	,	PUNCT
ajlm-2159	265	14	cadarette	cadarette	PROPN
ajlm-2159	265	15	sm	sm	PROPN
ajlm-2159	265	16	.	.	PUNCT
ajlm-2159	266	1	interrupted	interrupt	VERB
ajlm-2159	266	2	time	time	NOUN
ajlm-2159	266	3	series	series	PROPN
ajlm-2159	266	4	analysis	analysis	NOUN
ajlm-2159	266	5	in	in	ADP
ajlm-2159	266	6	drug	drug	NOUN
ajlm-2159	266	7	utilization	utilization	NOUN
ajlm-2159	266	8	research	research	NOUN
ajlm-2159	266	9	is	be	AUX
ajlm-2159	266	10	increasing	increase	VERB
ajlm-2159	266	11	:	:	PUNCT
ajlm-2159	266	12	systematic	systematic	ADJ
ajlm-2159	266	13	review	review	NOUN
ajlm-2159	266	14	and	and	CCONJ
ajlm-2159	266	15	recommendations	recommendation	NOUN
ajlm-2159	266	16	.	.	PUNCT
ajlm-2159	267	1	j	j	PROPN
ajlm-2159	267	2	clin	clin	PROPN
ajlm-2159	267	3	epidemiol	epidemiol	PROPN
ajlm-2159	267	4	.	.	PUNCT
ajlm-2159	268	1	2015;68(8):950–956	2015;68(8):950–956	NUM
ajlm-2159	268	2	.	.	PUNCT
ajlm-2159	269	1	https://doi.org/10.1016/j.jclinepi.2014.12.018	https://doi.org/10.1016/j.jclinepi.2014.12.018	PROPN
ajlm-2159	269	2	turri	turri	PROPN
ajlm-2159	269	3	jao	jao	PROPN
ajlm-2159	269	4	,	,	PUNCT
ajlm-2159	269	5	baraccat	baraccat	PROPN
ajlm-2159	269	6	ec	ec	PROPN
ajlm-2159	269	7	,	,	PUNCT
ajlm-2159	269	8	júnior	júnior	PROPN
ajlm-2159	269	9	jms	jms	PROPN
ajlm-2159	269	10	,	,	PUNCT
ajlm-2159	269	11	et	et	PROPN
ajlm-2159	269	12	al	al	PROPN
ajlm-2159	269	13	.	.	PUNCT
ajlm-2159	269	14	impacts	impact	NOUN
ajlm-2159	269	15	of	of	ADP
ajlm-2159	269	16	bariatric	bariatric	ADJ
ajlm-2159	269	17	surgery	surgery	NOUN
ajlm-2159	269	18	on	on	ADP
ajlm-2159	269	19	costs	cost	NOUN
ajlm-2159	269	20	and	and	CCONJ
ajlm-2159	269	21	health	health	NOUN
ajlm-2159	269	22	outcomes	outcome	NOUN
ajlm-2159	269	23	of	of	ADP
ajlm-2159	269	24	patients	patient	NOUN
ajlm-2159	269	25	in	in	ADP
ajlm-2159	269	26	brazil	brazil	PROPN
ajlm-2159	269	27	:	:	PUNCT
ajlm-2159	269	28	interrupted	interrupt	VERB
ajlm-2159	269	29	time	time	NOUN
ajlm-2159	269	30	series	series	PROPN
ajlm-2159	269	31	analysis	analysis	NOUN
ajlm-2159	269	32	of	of	ADP
ajlm-2159	269	33	multi	multi	ADJ
ajlm-2159	269	34	-	-	ADJ
ajlm-2159	269	35	panel	panel	NOUN
ajlm-2159	269	36	data	datum	NOUN
ajlm-2159	269	37	.	.	PUNCT
ajlm-2159	270	1	bmc	bmc	PROPN
ajlm-2159	270	2	health	health	PROPN
ajlm-2159	270	3	serv	serv	PROPN
ajlm-2159	270	4	res	res	PROPN
ajlm-2159	270	5	.	.	PUNCT
ajlm-2159	270	6	2022;41:1–14	2022;41:1–14	NUM
ajlm-2159	270	7	.	.	PUNCT
ajlm-2159	271	1	https://doi.org/10.1186/s12913-021-07432-x	https://doi.org/10.1186/s12913-021-07432-x	PROPN
ajlm-2159	271	2	kontopantelis	kontopantelis	PROPN
ajlm-2159	271	3	edt	edt	PROPN
ajlm-2159	271	4	,	,	PUNCT
ajlm-2159	271	5	springate	springate	PROPN
ajlm-2159	271	6	da	da	PROPN
ajlm-2159	271	7	,	,	PUNCT
ajlm-2159	271	8	buchan	buchan	PROPN
ajlm-2159	271	9	ird	ird	PROPN
ajlm-2159	271	10	.	.	PROPN
ajlm-2159	272	1	regression	regression	PROPN
ajlm-2159	272	2	based	base	VERB
ajlm-2159	272	3	quasi	quasi	ADJ
ajlm-2159	272	4	-	-	ADJ
ajlm-2159	272	5	experimental	experimental	ADJ
ajlm-2159	272	6	approach	approach	NOUN
ajlm-2159	272	7	when	when	SCONJ
ajlm-2159	272	8	randomisation	randomisation	NOUN
ajlm-2159	272	9	is	be	AUX
ajlm-2159	272	10	not	not	PART
ajlm-2159	272	11	an	an	DET
ajlm-2159	272	12	option	option	NOUN
ajlm-2159	272	13	:	:	PUNCT
ajlm-2159	272	14	interrupted	interrupt	VERB
ajlm-2159	272	15	time	time	NOUN
ajlm-2159	272	16	series	series	PROPN
ajlm-2159	272	17	analysis	analysis	NOUN
ajlm-2159	272	18	.	.	PUNCT
ajlm-2159	273	1	bmj	bmj	PROPN
ajlm-2159	273	2	.	.	PUNCT
ajlm-2159	274	1	2015;35:1–4	2015;35:1–4	NUM
ajlm-2159	274	2	.	.	PUNCT
ajlm-2159	275	1	https://doi.org/10.1136/bmj.h2750	https://doi.org/10.1136/bmj.h2750	NOUN