id	sid	tid	token	lemma	pos
ajlm-339	1	1	abstract	abstract	ADJ
ajlm-339	1	2	introduction	introduction	NOUN
ajlm-339	1	3	research	research	NOUN
ajlm-339	1	4	method	method	NOUN
ajlm-339	1	5	and	and	CCONJ
ajlm-339	1	6	design	design	NOUN
ajlm-339	1	7	results	result	NOUN
ajlm-339	1	8	discussion	discussion	NOUN
ajlm-339	1	9	recommendations	recommendation	NOUN
ajlm-339	1	10	conclusion	conclusion	VERB
ajlm-339	1	11	acknowledgements	acknowledgement	NOUN
ajlm-339	1	12	references	reference	NOUN
ajlm-339	1	13	about	about	ADP
ajlm-339	1	14	the	the	DET
ajlm-339	1	15	author(s	author(s	NOUN
ajlm-339	1	16	)	)	PUNCT
ajlm-339	1	17	ozayr	ozayr	PROPN
ajlm-339	1	18	h.	h.	PROPN
ajlm-339	1	19	mahomed	mahome	VERB
ajlm-339	1	20	discipline	discipline	NOUN
ajlm-339	1	21	of	of	ADP
ajlm-339	1	22	public	public	ADJ
ajlm-339	1	23	health	health	NOUN
ajlm-339	1	24	medicine	medicine	NOUN
ajlm-339	1	25	,	,	PUNCT
ajlm-339	1	26	university	university	NOUN
ajlm-339	1	27	of	of	ADP
ajlm-339	1	28	kwazulu	kwazulu	PROPN
ajlm-339	1	29	-	-	PUNCT
ajlm-339	1	30	natal	natal	ADJ
ajlm-339	1	31	,	,	PUNCT
ajlm-339	1	32	durban	durban	PROPN
ajlm-339	1	33	,	,	PUNCT
ajlm-339	1	34	south	south	PROPN
ajlm-339	1	35	africa	africa	PROPN
ajlm-339	1	36	ruth	ruth	PROPN
ajlm-339	1	37	lekalakala	lekalakala	PROPN
ajlm-339	1	38	clinical	clinical	ADJ
ajlm-339	1	39	microbiologist	microbiologist	NOUN
ajlm-339	1	40	,	,	PUNCT
ajlm-339	1	41	university	university	NOUN
ajlm-339	1	42	of	of	ADP
ajlm-339	1	43	limpopo	limpopo	PROPN
ajlm-339	1	44	,	,	PUNCT
ajlm-339	1	45	polokwane	polokwane	PROPN
ajlm-339	1	46	,	,	PUNCT
ajlm-339	1	47	south	south	PROPN
ajlm-339	1	48	africa	africa	PROPN
ajlm-339	1	49	shaidah	shaidah	PROPN
ajlm-339	1	50	asmall	asmall	VERB
ajlm-339	1	51	senior	senior	ADJ
ajlm-339	1	52	technical	technical	ADJ
ajlm-339	1	53	advisor	advisor	NOUN
ajlm-339	1	54	,	,	PUNCT
ajlm-339	1	55	national	national	PROPN
ajlm-339	1	56	department	department	PROPN
ajlm-339	1	57	of	of	ADP
ajlm-339	1	58	health	health	PROPN
ajlm-339	1	59	,	,	PUNCT
ajlm-339	1	60	pretoria	pretoria	PROPN
ajlm-339	1	61	,	,	PUNCT
ajlm-339	1	62	gauteng	gauteng	PROPN
ajlm-339	1	63	,	,	PUNCT
ajlm-339	1	64	south	south	PROPN
ajlm-339	1	65	africa	africa	PROPN
ajlm-339	1	66	naseem	naseem	PROPN
ajlm-339	1	67	cassim	cassim	PROPN
ajlm-339	1	68	data	datum	NOUN
ajlm-339	1	69	and	and	CCONJ
ajlm-339	1	70	logistics	logistic	NOUN
ajlm-339	1	71	manager	manager	NOUN
ajlm-339	1	72	,	,	PUNCT
ajlm-339	1	73	national	national	PROPN
ajlm-339	1	74	health	health	PROPN
ajlm-339	1	75	laboratory	laboratory	PROPN
ajlm-339	1	76	service	service	PROPN
ajlm-339	1	77	,	,	PUNCT
ajlm-339	1	78	johannesburg	johannesburg	PROPN
ajlm-339	1	79	,	,	PUNCT
ajlm-339	1	80	gauteng	gauteng	PROPN
ajlm-339	1	81	,	,	PUNCT
ajlm-339	1	82	south	south	PROPN
ajlm-339	1	83	africa	africa	PROPN
ajlm-339	1	84	citation	citation	PROPN
ajlm-339	1	85	mahomed	mahome	VERB
ajlm-339	1	86	oh	oh	INTJ
ajlm-339	1	87	,	,	PUNCT
ajlm-339	1	88	lekalakala	lekalakala	NOUN
ajlm-339	1	89	r	r	NOUN
ajlm-339	1	90	,	,	PUNCT
ajlm-339	1	91	asmall	asmall	PROPN
ajlm-339	1	92	s	s	PROPN
ajlm-339	1	93	,	,	PUNCT
ajlm-339	1	94	cassim	cassim	PROPN
ajlm-339	1	95	n.	n.	PROPN
ajlm-339	1	96	implications	implication	NOUN
ajlm-339	1	97	of	of	ADP
ajlm-339	1	98	the	the	DET
ajlm-339	1	99	introduction	introduction	NOUN
ajlm-339	1	100	of	of	ADP
ajlm-339	1	101	laboratory	laboratory	NOUN
ajlm-339	1	102	demand	demand	NOUN
ajlm-339	1	103	management	management	NOUN
ajlm-339	1	104	at	at	ADP
ajlm-339	1	105	primary	primary	ADJ
ajlm-339	1	106	care	care	NOUN
ajlm-339	1	107	clinics	clinic	NOUN
ajlm-339	1	108	in	in	ADP
ajlm-339	1	109	south	south	PROPN
ajlm-339	1	110	africa	africa	PROPN
ajlm-339	1	111	on	on	ADP
ajlm-339	1	112	laboratory	laboratory	NOUN
ajlm-339	1	113	expenditure	expenditure	NOUN
ajlm-339	1	114	.	.	PUNCT
ajlm-339	2	1	afr	afr	PROPN
ajlm-339	2	2	j	j	PROPN
ajlm-339	2	3	lab	lab	PROPN
ajlm-339	2	4	med	med	PROPN
ajlm-339	2	5	.	.	PROPN
ajlm-339	2	6	2016;5(1	2016;5(1	NUM
ajlm-339	2	7	)	)	PUNCT
ajlm-339	2	8	,	,	PUNCT
ajlm-339	2	9	art	art	NOUN
ajlm-339	2	10	.	.	PUNCT
ajlm-339	3	1	#	#	SYM
ajlm-339	3	2	339	339	NUM
ajlm-339	3	3	,	,	PUNCT
ajlm-339	3	4	6	6	NUM
ajlm-339	3	5	pages	page	NOUN
ajlm-339	3	6	.	.	PUNCT
ajlm-339	4	1	http://dx.doi.org/10.4102/ajlm.v5i1.339	http://dx.doi.org/10.4102/ajlm.v5i1.339	ADJ
ajlm-339	4	2	original	original	ADJ
ajlm-339	4	3	research	research	NOUN
ajlm-339	4	4	implications	implication	NOUN
ajlm-339	4	5	of	of	ADP
ajlm-339	4	6	the	the	DET
ajlm-339	4	7	introduction	introduction	NOUN
ajlm-339	4	8	of	of	ADP
ajlm-339	4	9	laboratory	laboratory	NOUN
ajlm-339	4	10	demand	demand	NOUN
ajlm-339	4	11	management	management	NOUN
ajlm-339	4	12	at	at	ADP
ajlm-339	4	13	primary	primary	ADJ
ajlm-339	4	14	care	care	NOUN
ajlm-339	4	15	clinics	clinic	NOUN
ajlm-339	4	16	in	in	ADP
ajlm-339	4	17	south	south	PROPN
ajlm-339	4	18	africa	africa	PROPN
ajlm-339	4	19	on	on	ADP
ajlm-339	4	20	laboratory	laboratory	NOUN
ajlm-339	4	21	expenditure	expenditure	NOUN
ajlm-339	4	22	ozayr	ozayr	PROPN
ajlm-339	4	23	h.	h.	PROPN
ajlm-339	4	24	mahomed	mahomed	PROPN
ajlm-339	4	25	,	,	PUNCT
ajlm-339	4	26	ruth	ruth	NOUN
ajlm-339	4	27	lekalakala	lekalakala	NOUN
ajlm-339	4	28	,	,	PUNCT
ajlm-339	4	29	shaidah	shaidah	NOUN
ajlm-339	4	30	asmall	asmall	PROPN
ajlm-339	4	31	,	,	PUNCT
ajlm-339	4	32	naseem	naseem	PROPN
ajlm-339	4	33	cassim	cassim	PROPN
ajlm-339	4	34	received	receive	VERB
ajlm-339	4	35	:	:	PUNCT
ajlm-339	4	36	01	01	NUM
ajlm-339	4	37	july	july	PROPN
ajlm-339	4	38	2015	2015	NUM
ajlm-339	4	39	;	;	PUNCT
ajlm-339	4	40	accepted	accept	VERB
ajlm-339	4	41	:	:	PUNCT
ajlm-339	4	42	23	23	NUM
ajlm-339	4	43	dec	dec	PROPN
ajlm-339	4	44	.	.	PROPN
ajlm-339	4	45	2015	2015	NUM
ajlm-339	4	46	;	;	PUNCT
ajlm-339	4	47	published	publish	VERB
ajlm-339	4	48	:	:	PUNCT
ajlm-339	4	49	18	18	NUM
ajlm-339	4	50	mar	mar	PROPN
ajlm-339	4	51	.	.	PROPN
ajlm-339	5	1	2016	2016	NUM
ajlm-339	5	2	copyright	copyright	NOUN
ajlm-339	5	3	:	:	PUNCT
ajlm-339	5	4	©	©	PROPN
ajlm-339	5	5	2016	2016	NUM
ajlm-339	5	6	.	.	PUNCT
ajlm-339	6	1	the	the	DET
ajlm-339	6	2	author(s	author(s	PROPN
ajlm-339	6	3	)	)	PUNCT
ajlm-339	6	4	.	.	PUNCT
ajlm-339	7	1	licensee	licensee	NOUN
ajlm-339	7	2	:	:	PUNCT
ajlm-339	7	3	aosis	aosis	NOUN
ajlm-339	7	4	.	.	PUNCT
ajlm-339	8	1	this	this	PRON
ajlm-339	8	2	is	be	AUX
ajlm-339	8	3	an	an	DET
ajlm-339	8	4	open	open	ADJ
ajlm-339	8	5	access	access	NOUN
ajlm-339	8	6	article	article	NOUN
ajlm-339	8	7	distributed	distribute	VERB
ajlm-339	8	8	under	under	ADP
ajlm-339	8	9	the	the	DET
ajlm-339	8	10	terms	term	NOUN
ajlm-339	8	11	of	of	ADP
ajlm-339	8	12	the	the	DET
ajlm-339	8	13	creative	creative	ADJ
ajlm-339	8	14	commons	common	NOUN
ajlm-339	8	15	attribution	attribution	NOUN
ajlm-339	8	16	license	license	NOUN
ajlm-339	8	17	,	,	PUNCT
ajlm-339	8	18	which	which	PRON
ajlm-339	8	19	permits	permit	VERB
ajlm-339	8	20	unrestricted	unrestricted	ADJ
ajlm-339	8	21	use	use	NOUN
ajlm-339	8	22	,	,	PUNCT
ajlm-339	8	23	distribution	distribution	NOUN
ajlm-339	8	24	,	,	PUNCT
ajlm-339	8	25	and	and	CCONJ
ajlm-339	8	26	reproduction	reproduction	NOUN
ajlm-339	8	27	in	in	ADP
ajlm-339	8	28	any	any	DET
ajlm-339	8	29	medium	medium	NOUN
ajlm-339	8	30	,	,	PUNCT
ajlm-339	8	31	provided	provide	VERB
ajlm-339	8	32	the	the	DET
ajlm-339	8	33	original	original	ADJ
ajlm-339	8	34	work	work	NOUN
ajlm-339	8	35	is	be	AUX
ajlm-339	8	36	properly	properly	ADV
ajlm-339	8	37	cited	cite	VERB
ajlm-339	8	38	.	.	PUNCT
ajlm-339	9	1	abstract	abstract	ADJ
ajlm-339	9	2	background	background	NOUN
ajlm-339	9	3	:	:	PUNCT
ajlm-339	9	4	diagnostic	diagnostic	ADJ
ajlm-339	9	5	health	health	NOUN
ajlm-339	9	6	laboratory	laboratory	NOUN
ajlm-339	9	7	services	service	NOUN
ajlm-339	9	8	are	be	AUX
ajlm-339	9	9	regarded	regard	VERB
ajlm-339	9	10	as	as	ADP
ajlm-339	9	11	an	an	DET
ajlm-339	9	12	integral	integral	ADJ
ajlm-339	9	13	part	part	NOUN
ajlm-339	9	14	of	of	ADP
ajlm-339	9	15	the	the	DET
ajlm-339	9	16	national	national	PROPN
ajlm-339	9	17	health	health	PROPN
ajlm-339	9	18	infrastructure	infrastructure	NOUN
ajlm-339	9	19	across	across	ADP
ajlm-339	9	20	all	all	DET
ajlm-339	9	21	countries	country	NOUN
ajlm-339	9	22	.	.	PUNCT
ajlm-339	10	1	clinical	clinical	ADJ
ajlm-339	10	2	laboratory	laboratory	NOUN
ajlm-339	10	3	tests	test	NOUN
ajlm-339	10	4	contribute	contribute	VERB
ajlm-339	10	5	substantially	substantially	ADV
ajlm-339	10	6	to	to	ADP
ajlm-339	10	7	health	health	NOUN
ajlm-339	10	8	system	system	NOUN
ajlm-339	10	9	goals	goal	NOUN
ajlm-339	10	10	of	of	ADP
ajlm-339	10	11	increasing	increase	VERB
ajlm-339	10	12	quality	quality	NOUN
ajlm-339	10	13	of	of	ADP
ajlm-339	10	14	care	care	NOUN
ajlm-339	10	15	and	and	CCONJ
ajlm-339	10	16	improving	improve	VERB
ajlm-339	10	17	patient	patient	ADJ
ajlm-339	10	18	outcomes	outcome	NOUN
ajlm-339	10	19	.	.	PUNCT
ajlm-339	11	1	objectives	objective	NOUN
ajlm-339	11	2	:	:	PUNCT
ajlm-339	11	3	this	this	DET
ajlm-339	11	4	study	study	NOUN
ajlm-339	11	5	aimed	aim	VERB
ajlm-339	11	6	to	to	PART
ajlm-339	11	7	analyse	analyse	VERB
ajlm-339	11	8	current	current	ADJ
ajlm-339	11	9	laboratory	laboratory	NOUN
ajlm-339	11	10	expenditures	expenditure	NOUN
ajlm-339	11	11	at	at	ADP
ajlm-339	11	12	the	the	DET
ajlm-339	11	13	primary	primary	ADJ
ajlm-339	11	14	healthcare	healthcare	NOUN
ajlm-339	11	15	(	(	PUNCT
ajlm-339	11	16	phc	phc	PROPN
ajlm-339	11	17	)	)	PUNCT
ajlm-339	11	18	level	level	NOUN
ajlm-339	11	19	in	in	ADP
ajlm-339	11	20	south	south	PROPN
ajlm-339	11	21	africa	africa	PROPN
ajlm-339	11	22	as	as	SCONJ
ajlm-339	11	23	processed	process	VERB
ajlm-339	11	24	by	by	ADP
ajlm-339	11	25	the	the	DET
ajlm-339	11	26	national	national	PROPN
ajlm-339	11	27	health	health	PROPN
ajlm-339	11	28	laboratory	laboratory	NOUN
ajlm-339	11	29	service	service	NOUN
ajlm-339	11	30	and	and	CCONJ
ajlm-339	11	31	to	to	PART
ajlm-339	11	32	determine	determine	VERB
ajlm-339	11	33	the	the	DET
ajlm-339	11	34	potential	potential	ADJ
ajlm-339	11	35	cost	cost	NOUN
ajlm-339	11	36	savings	saving	NOUN
ajlm-339	11	37	of	of	ADP
ajlm-339	11	38	introducing	introduce	VERB
ajlm-339	11	39	laboratory	laboratory	NOUN
ajlm-339	11	40	demand	demand	NOUN
ajlm-339	11	41	management	management	NOUN
ajlm-339	11	42	.	.	PUNCT
ajlm-339	12	1	methods	method	NOUN
ajlm-339	12	2	:	:	PUNCT
ajlm-339	12	3	a	a	DET
ajlm-339	12	4	retrospective	retrospective	ADJ
ajlm-339	12	5	cross	cross	ADJ
ajlm-339	12	6	-	-	ADJ
ajlm-339	12	7	sectional	sectional	ADJ
ajlm-339	12	8	analysis	analysis	NOUN
ajlm-339	12	9	of	of	ADP
ajlm-339	12	10	laboratory	laboratory	NOUN
ajlm-339	12	11	expenditures	expenditure	NOUN
ajlm-339	12	12	for	for	ADP
ajlm-339	12	13	the	the	DET
ajlm-339	12	14	2013/2014	2013/2014	NUM
ajlm-339	12	15	financial	financial	ADJ
ajlm-339	12	16	year	year	NOUN
ajlm-339	12	17	across	across	ADP
ajlm-339	12	18	11	11	NUM
ajlm-339	12	19	pilot	pilot	NOUN
ajlm-339	12	20	national	national	PROPN
ajlm-339	12	21	health	health	PROPN
ajlm-339	12	22	insurance	insurance	PROPN
ajlm-339	12	23	health	health	NOUN
ajlm-339	12	24	districts	district	NOUN
ajlm-339	12	25	was	be	AUX
ajlm-339	12	26	conducted	conduct	VERB
ajlm-339	12	27	.	.	PUNCT
ajlm-339	13	1	laboratory	laboratory	NOUN
ajlm-339	13	2	expenditure	expenditure	NOUN
ajlm-339	13	3	tariff	tariff	NOUN
ajlm-339	13	4	codes	code	NOUN
ajlm-339	13	5	were	be	AUX
ajlm-339	13	6	cross	cross	ADJ
ajlm-339	13	7	-	-	ADJ
ajlm-339	13	8	tabulated	tabulate	VERB
ajlm-339	13	9	to	to	ADP
ajlm-339	13	10	the	the	DET
ajlm-339	13	11	phc	phc	PROPN
ajlm-339	13	12	essential	essential	ADJ
ajlm-339	13	13	laboratory	laboratory	NOUN
ajlm-339	13	14	tests	test	NOUN
ajlm-339	13	15	list	list	NOUN
ajlm-339	13	16	(	(	PUNCT
ajlm-339	13	17	ell	ell	NOUN
ajlm-339	13	18	)	)	PUNCT
ajlm-339	13	19	to	to	PART
ajlm-339	13	20	determine	determine	VERB
ajlm-339	13	21	inappropriate	inappropriate	ADJ
ajlm-339	13	22	testing	testing	NOUN
ajlm-339	13	23	.	.	PUNCT
ajlm-339	14	1	data	datum	NOUN
ajlm-339	14	2	were	be	AUX
ajlm-339	14	3	analysed	analyse	VERB
ajlm-339	14	4	using	use	VERB
ajlm-339	14	5	a	a	DET
ajlm-339	14	6	microsoft	microsoft	PROPN
ajlm-339	14	7	access	access	NOUN
ajlm-339	14	8	database	database	NOUN
ajlm-339	14	9	and	and	CCONJ
ajlm-339	14	10	excel	excel	PROPN
ajlm-339	14	11	software	software	NOUN
ajlm-339	14	12	.	.	PUNCT
ajlm-339	15	1	results	result	NOUN
ajlm-339	15	2	:	:	PUNCT
ajlm-339	15	3	approximately	approximately	ADV
ajlm-339	15	4	r35	r35	PROPN
ajlm-339	15	5	million	million	NUM
ajlm-339	15	6	south	south	ADJ
ajlm-339	15	7	african	african	ADJ
ajlm-339	15	8	rand	rand	NOUN
ajlm-339	15	9	(	(	PUNCT
ajlm-339	15	10	10	10	NUM
ajlm-339	15	11	%	%	NOUN
ajlm-339	15	12	)	)	PUNCT
ajlm-339	15	13	of	of	ADP
ajlm-339	15	14	the	the	DET
ajlm-339	15	15	estimated	estimate	VERB
ajlm-339	15	16	r339	r339	PROPN
ajlm-339	15	17	million	million	NUM
ajlm-339	15	18	in	in	ADP
ajlm-339	15	19	expenditures	expenditure	NOUN
ajlm-339	15	20	was	be	AUX
ajlm-339	15	21	for	for	ADP
ajlm-339	15	22	tests	test	NOUN
ajlm-339	15	23	that	that	PRON
ajlm-339	15	24	were	be	AUX
ajlm-339	15	25	not	not	PART
ajlm-339	15	26	listed	list	VERB
ajlm-339	15	27	within	within	ADP
ajlm-339	15	28	the	the	DET
ajlm-339	15	29	ell	ell	NOUN
ajlm-339	15	30	.	.	PUNCT
ajlm-339	16	1	approximately	approximately	ADV
ajlm-339	16	2	47	47	NUM
ajlm-339	16	3	%	%	NOUN
ajlm-339	16	4	of	of	ADP
ajlm-339	16	5	expenditure	expenditure	NOUN
ajlm-339	16	6	was	be	AUX
ajlm-339	16	7	for	for	ADP
ajlm-339	16	8	laboratory	laboratory	NOUN
ajlm-339	16	9	tests	test	NOUN
ajlm-339	16	10	that	that	PRON
ajlm-339	16	11	were	be	AUX
ajlm-339	16	12	indicated	indicate	VERB
ajlm-339	16	13	in	in	ADP
ajlm-339	16	14	the	the	DET
ajlm-339	16	15	algorithmic	algorithmic	ADJ
ajlm-339	16	16	management	management	NOUN
ajlm-339	16	17	of	of	ADP
ajlm-339	16	18	patients	patient	NOUN
ajlm-339	16	19	on	on	ADP
ajlm-339	16	20	antiretroviral	antiretroviral	ADJ
ajlm-339	16	21	treatment	treatment	NOUN
ajlm-339	16	22	.	.	PUNCT
ajlm-339	17	1	the	the	DET
ajlm-339	17	2	other	other	ADJ
ajlm-339	17	3	main	main	ADJ
ajlm-339	17	4	cost	cost	NOUN
ajlm-339	17	5	drivers	driver	NOUN
ajlm-339	17	6	for	for	ADP
ajlm-339	17	7	non	non	ADJ
ajlm-339	17	8	-	-	ADJ
ajlm-339	17	9	ell	ell	ADJ
ajlm-339	17	10	testing	testing	NOUN
ajlm-339	17	11	included	include	VERB
ajlm-339	17	12	full	full	ADJ
ajlm-339	17	13	blood	blood	NOUN
ajlm-339	17	14	count	count	NOUN
ajlm-339	17	15	and	and	CCONJ
ajlm-339	17	16	urea	urea	NOUN
ajlm-339	17	17	,	,	PUNCT
ajlm-339	17	18	as	as	ADV
ajlm-339	17	19	well	well	ADV
ajlm-339	17	20	as	as	ADP
ajlm-339	17	21	electrolyte	electrolyte	ADJ
ajlm-339	17	22	profiles	profile	NOUN
ajlm-339	17	23	usually	usually	ADV
ajlm-339	17	24	requested	request	VERB
ajlm-339	17	25	to	to	PART
ajlm-339	17	26	support	support	VERB
ajlm-339	17	27	management	management	NOUN
ajlm-339	17	28	of	of	ADP
ajlm-339	17	29	patients	patient	NOUN
ajlm-339	17	30	on	on	ADP
ajlm-339	17	31	antiretroviral	antiretroviral	ADJ
ajlm-339	17	32	treatment	treatment	NOUN
ajlm-339	17	33	.	.	PUNCT
ajlm-339	18	1	conclusions	conclusion	NOUN
ajlm-339	18	2	:	:	PUNCT
ajlm-339	18	3	considerable	considerable	ADJ
ajlm-339	18	4	annual	annual	ADJ
ajlm-339	18	5	savings	saving	NOUN
ajlm-339	18	6	of	of	ADP
ajlm-339	18	7	up	up	ADP
ajlm-339	18	8	to	to	PART
ajlm-339	18	9	10	10	NUM
ajlm-339	18	10	%	%	NOUN
ajlm-339	18	11	in	in	ADP
ajlm-339	18	12	laboratory	laboratory	NOUN
ajlm-339	18	13	expenditure	expenditure	NOUN
ajlm-339	18	14	are	be	AUX
ajlm-339	18	15	possible	possible	ADJ
ajlm-339	18	16	at	at	ADP
ajlm-339	18	17	the	the	DET
ajlm-339	18	18	phc	phc	PROPN
ajlm-339	18	19	level	level	NOUN
ajlm-339	18	20	by	by	ADP
ajlm-339	18	21	implementing	implement	VERB
ajlm-339	18	22	laboratory	laboratory	NOUN
ajlm-339	18	23	demand	demand	NOUN
ajlm-339	18	24	management	management	NOUN
ajlm-339	18	25	.	.	PUNCT
ajlm-339	19	1	in	in	ADP
ajlm-339	19	2	addition	addition	NOUN
ajlm-339	19	3	,	,	PUNCT
ajlm-339	19	4	to	to	PART
ajlm-339	19	5	achieve	achieve	VERB
ajlm-339	19	6	these	these	DET
ajlm-339	19	7	savings	saving	NOUN
ajlm-339	19	8	,	,	PUNCT
ajlm-339	19	9	a	a	DET
ajlm-339	19	10	standardised	standardised	ADJ
ajlm-339	19	11	phc	phc	PROPN
ajlm-339	19	12	laboratory	laboratory	NOUN
ajlm-339	19	13	request	request	NOUN
ajlm-339	19	14	form	form	NOUN
ajlm-339	19	15	and	and	CCONJ
ajlm-339	19	16	some	some	DET
ajlm-339	19	17	form	form	NOUN
ajlm-339	19	18	of	of	ADP
ajlm-339	19	19	electronic	electronic	ADJ
ajlm-339	19	20	gatekeeping	gatekeeping	NOUN
ajlm-339	19	21	system	system	NOUN
ajlm-339	19	22	that	that	PRON
ajlm-339	19	23	must	must	AUX
ajlm-339	19	24	be	be	AUX
ajlm-339	19	25	supported	support	VERB
ajlm-339	19	26	by	by	ADP
ajlm-339	19	27	an	an	DET
ajlm-339	19	28	educational	educational	ADJ
ajlm-339	19	29	component	component	NOUN
ajlm-339	19	30	should	should	AUX
ajlm-339	19	31	be	be	AUX
ajlm-339	19	32	implemented	implement	VERB
ajlm-339	19	33	.	.	PUNCT
ajlm-339	20	1	introduction	introduction	NOUN
ajlm-339	20	2	diagnostic	diagnostic	ADJ
ajlm-339	20	3	health	health	PROPN
ajlm-339	20	4	laboratory	laboratory	NOUN
ajlm-339	20	5	services	service	NOUN
ajlm-339	20	6	are	be	AUX
ajlm-339	20	7	regarded	regard	VERB
ajlm-339	20	8	as	as	ADP
ajlm-339	20	9	an	an	DET
ajlm-339	20	10	integral	integral	ADJ
ajlm-339	20	11	part	part	NOUN
ajlm-339	20	12	of	of	ADP
ajlm-339	20	13	the	the	DET
ajlm-339	20	14	national	national	ADJ
ajlm-339	20	15	health	health	NOUN
ajlm-339	20	16	system	system	NOUN
ajlm-339	20	17	across	across	ADP
ajlm-339	20	18	all	all	DET
ajlm-339	20	19	countries	country	NOUN
ajlm-339	20	20	and	and	CCONJ
ajlm-339	20	21	have	have	VERB
ajlm-339	20	22	an	an	DET
ajlm-339	20	23	important	important	ADJ
ajlm-339	20	24	role	role	NOUN
ajlm-339	20	25	in	in	ADP
ajlm-339	20	26	the	the	DET
ajlm-339	20	27	continuum	continuum	NOUN
ajlm-339	20	28	of	of	ADP
ajlm-339	20	29	care	care	NOUN
ajlm-339	20	30	.	.	PUNCT
ajlm-339	21	1	laboratory	laboratory	NOUN
ajlm-339	21	2	testing	testing	NOUN
ajlm-339	21	3	provides	provide	VERB
ajlm-339	21	4	access	access	NOUN
ajlm-339	21	5	to	to	ADP
ajlm-339	21	6	screening	screening	NOUN
ajlm-339	21	7	of	of	ADP
ajlm-339	21	8	asymptomatic	asymptomatic	ADJ
ajlm-339	21	9	individuals	individual	NOUN
ajlm-339	21	10	at	at	ADP
ajlm-339	21	11	risk	risk	NOUN
ajlm-339	21	12	for	for	ADP
ajlm-339	21	13	developing	develop	VERB
ajlm-339	21	14	disease	disease	NOUN
ajlm-339	21	15	,	,	PUNCT
ajlm-339	21	16	early	early	ADJ
ajlm-339	21	17	detection	detection	NOUN
ajlm-339	21	18	of	of	ADP
ajlm-339	21	19	diseases	disease	NOUN
ajlm-339	21	20	and	and	CCONJ
ajlm-339	21	21	diagnostic	diagnostic	ADJ
ajlm-339	21	22	confirmation	confirmation	NOUN
ajlm-339	21	23	;	;	PUNCT
ajlm-339	21	24	provides	provide	VERB
ajlm-339	21	25	information	information	NOUN
ajlm-339	21	26	on	on	ADP
ajlm-339	21	27	patients	patient	NOUN
ajlm-339	21	28	’	'	PUNCT
ajlm-339	21	29	prognosis	prognosis	NOUN
ajlm-339	21	30	;	;	PUNCT
ajlm-339	21	31	assists	assist	NOUN
ajlm-339	21	32	with	with	ADP
ajlm-339	21	33	planning	plan	VERB
ajlm-339	21	34	appropriate	appropriate	ADJ
ajlm-339	21	35	disease	disease	NOUN
ajlm-339	21	36	management	management	NOUN
ajlm-339	21	37	strategies	strategy	NOUN
ajlm-339	21	38	and	and	CCONJ
ajlm-339	21	39	monitoring	monitor	VERB
ajlm-339	21	40	patients	patient	NOUN
ajlm-339	21	41	’	'	PUNCT
ajlm-339	21	42	response	response	NOUN
ajlm-339	21	43	to	to	ADP
ajlm-339	21	44	treatment	treatment	NOUN
ajlm-339	21	45	;	;	PUNCT
ajlm-339	21	46	and	and	CCONJ
ajlm-339	21	47	plays	play	VERB
ajlm-339	21	48	a	a	DET
ajlm-339	21	49	pivotal	pivotal	ADJ
ajlm-339	21	50	role	role	NOUN
ajlm-339	21	51	in	in	ADP
ajlm-339	21	52	ensuring	ensure	VERB
ajlm-339	21	53	patient	patient	ADJ
ajlm-339	21	54	safety	safety	NOUN
ajlm-339	21	55	by	by	ADP
ajlm-339	21	56	identifying	identify	VERB
ajlm-339	21	57	hospital	hospital	NOUN
ajlm-339	21	58	-	-	PUNCT
ajlm-339	21	59	acquired	acquire	VERB
ajlm-339	21	60	infections	infection	NOUN
ajlm-339	21	61	and	and	CCONJ
ajlm-339	21	62	other	other	ADJ
ajlm-339	21	63	potential	potential	ADJ
ajlm-339	21	64	health	health	NOUN
ajlm-339	21	65	related	relate	VERB
ajlm-339	21	66	adverse	adverse	ADJ
ajlm-339	21	67	events.1	events.1	PROPN
ajlm-339	21	68	the	the	DET
ajlm-339	21	69	national	national	PROPN
ajlm-339	21	70	health	health	PROPN
ajlm-339	21	71	laboratory	laboratory	PROPN
ajlm-339	21	72	service	service	NOUN
ajlm-339	21	73	(	(	PUNCT
ajlm-339	21	74	nhls	nhls	PROPN
ajlm-339	21	75	)	)	PUNCT
ajlm-339	21	76	provides	provide	VERB
ajlm-339	21	77	diagnostic	diagnostic	ADJ
ajlm-339	21	78	laboratory	laboratory	NOUN
ajlm-339	21	79	services	service	NOUN
ajlm-339	21	80	for	for	ADP
ajlm-339	21	81	the	the	DET
ajlm-339	21	82	south	south	ADJ
ajlm-339	21	83	african	african	ADJ
ajlm-339	21	84	public	public	ADJ
ajlm-339	21	85	health	health	NOUN
ajlm-339	21	86	sector	sector	NOUN
ajlm-339	21	87	through	through	ADP
ajlm-339	21	88	over	over	ADP
ajlm-339	21	89	300	300	NUM
ajlm-339	21	90	laboratories	laboratory	NOUN
ajlm-339	21	91	across	across	ADP
ajlm-339	21	92	the	the	DET
ajlm-339	21	93	nine	nine	NUM
ajlm-339	21	94	provinces	province	NOUN
ajlm-339	21	95	,	,	PUNCT
ajlm-339	21	96	thereby	thereby	ADV
ajlm-339	21	97	achieving	achieve	VERB
ajlm-339	21	98	80	80	NUM
ajlm-339	21	99	%	%	NOUN
ajlm-339	21	100	population	population	NOUN
ajlm-339	21	101	coverage.2	coverage.2	PROPN
ajlm-339	21	102	the	the	DET
ajlm-339	21	103	nhls	nhls	NOUN
ajlm-339	21	104	is	be	AUX
ajlm-339	21	105	reimbursed	reimburse	VERB
ajlm-339	21	106	by	by	ADP
ajlm-339	21	107	the	the	DET
ajlm-339	21	108	provincial	provincial	ADJ
ajlm-339	21	109	departments	department	NOUN
ajlm-339	21	110	of	of	ADP
ajlm-339	21	111	health	health	NOUN
ajlm-339	21	112	on	on	ADP
ajlm-339	21	113	a	a	DET
ajlm-339	21	114	fee	fee	NOUN
ajlm-339	21	115	-	-	PUNCT
ajlm-339	21	116	for	for	ADP
ajlm-339	21	117	-	-	PUNCT
ajlm-339	21	118	service	service	NOUN
ajlm-339	21	119	billing	billing	NOUN
ajlm-339	21	120	arrangement.2	arrangement.2	PROPN
ajlm-339	21	121	through	through	ADP
ajlm-339	21	122	this	this	DET
ajlm-339	21	123	payment	payment	NOUN
ajlm-339	21	124	mechanism	mechanism	NOUN
ajlm-339	21	125	,	,	PUNCT
ajlm-339	21	126	laboratory	laboratory	NOUN
ajlm-339	21	127	tests	test	NOUN
ajlm-339	21	128	are	be	AUX
ajlm-339	21	129	itemised	itemise	VERB
ajlm-339	21	130	as	as	ADP
ajlm-339	21	131	tariff	tariff	NOUN
ajlm-339	21	132	codes	code	NOUN
ajlm-339	21	133	on	on	ADP
ajlm-339	21	134	an	an	DET
ajlm-339	21	135	invoice	invoice	NOUN
ajlm-339	21	136	,	,	PUNCT
ajlm-339	21	137	for	for	ADP
ajlm-339	21	138	example	example	NOUN
ajlm-339	21	139	,	,	PUNCT
ajlm-339	21	140	tariff	tariff	NOUN
ajlm-339	21	141	code	code	NOUN
ajlm-339	21	142	2210	2210	NUM
ajlm-339	21	143	denotes	denote	VERB
ajlm-339	21	144	the	the	DET
ajlm-339	21	145	haemoglobin	haemoglobin	PROPN
ajlm-339	21	146	test	test	NOUN
ajlm-339	21	147	.	.	PUNCT
ajlm-339	22	1	these	these	DET
ajlm-339	22	2	funds	fund	NOUN
ajlm-339	22	3	are	be	AUX
ajlm-339	22	4	obtained	obtain	VERB
ajlm-339	22	5	from	from	ADP
ajlm-339	22	6	the	the	DET
ajlm-339	22	7	provincial	provincial	ADJ
ajlm-339	22	8	equitable	equitable	ADJ
ajlm-339	22	9	share	share	NOUN
ajlm-339	22	10	portion	portion	NOUN
ajlm-339	22	11	of	of	ADP
ajlm-339	22	12	the	the	DET
ajlm-339	22	13	national	national	PROPN
ajlm-339	22	14	health	health	PROPN
ajlm-339	22	15	budget	budget	NOUN
ajlm-339	22	16	.	.	PUNCT
ajlm-339	23	1	expenditures	expenditure	NOUN
ajlm-339	23	2	for	for	ADP
ajlm-339	23	3	laboratory	laboratory	NOUN
ajlm-339	23	4	services	service	NOUN
ajlm-339	23	5	have	have	AUX
ajlm-339	23	6	increased	increase	VERB
ajlm-339	23	7	by	by	ADP
ajlm-339	23	8	45	45	NUM
ajlm-339	23	9	%	%	NOUN
ajlm-339	23	10	from	from	ADP
ajlm-339	23	11	r3.1	r3.1	PROPN
ajlm-339	23	12	billion	billion	NUM
ajlm-339	23	13	south	south	ADJ
ajlm-339	23	14	african	african	ADJ
ajlm-339	23	15	rand	rand	NOUN
ajlm-339	23	16	in	in	ADP
ajlm-339	23	17	financial	financial	ADJ
ajlm-339	23	18	year	year	NOUN
ajlm-339	23	19	(	(	PUNCT
ajlm-339	23	20	fy	fy	PROPN
ajlm-339	23	21	)	)	PUNCT
ajlm-339	23	22	2010/2011	2010/2011	NUM
ajlm-339	23	23	(	(	PUNCT
ajlm-339	23	24	01	01	NUM
ajlm-339	23	25	april	april	PROPN
ajlm-339	23	26	2010	2010	NUM
ajlm-339	23	27	to	to	ADP
ajlm-339	23	28	31	31	NUM
ajlm-339	23	29	march	march	NOUN
ajlm-339	23	30	2011	2011	NUM
ajlm-339	23	31	)	)	PUNCT
ajlm-339	23	32	to	to	ADP
ajlm-339	23	33	r4.5	r4.5	PROPN
ajlm-339	23	34	billion	billion	NUM
ajlm-339	23	35	by	by	ADP
ajlm-339	23	36	fy	fy	PROPN
ajlm-339	23	37	2013/2014	2013/2014	NUM
ajlm-339	23	38	(	(	PUNCT
ajlm-339	23	39	01	01	NUM
ajlm-339	23	40	april	april	PROPN
ajlm-339	23	41	2013	2013	NUM
ajlm-339	23	42	to	to	ADP
ajlm-339	23	43	31	31	NUM
ajlm-339	23	44	march	march	PROPN
ajlm-339	23	45	2014).3	2014).3	NUM
ajlm-339	23	46	this	this	PRON
ajlm-339	23	47	was	be	AUX
ajlm-339	23	48	because	because	SCONJ
ajlm-339	23	49	of	of	ADP
ajlm-339	23	50	increases	increase	NOUN
ajlm-339	23	51	in	in	ADP
ajlm-339	23	52	laboratory	laboratory	NOUN
ajlm-339	23	53	test	test	NOUN
ajlm-339	23	54	volumes	volume	NOUN
ajlm-339	23	55	from	from	ADP
ajlm-339	23	56	80.2	80.2	NUM
ajlm-339	23	57	million	million	NUM
ajlm-339	23	58	tests	test	NOUN
ajlm-339	23	59	in	in	ADP
ajlm-339	23	60	fy	fy	PROPN
ajlm-339	23	61	2011/2012	2011/2012	NUM
ajlm-339	23	62	to	to	ADP
ajlm-339	23	63	81.1	81.1	NUM
ajlm-339	23	64	million	million	NUM
ajlm-339	23	65	in	in	ADP
ajlm-339	23	66	fy	fy	PROPN
ajlm-339	23	67	2012/20134	2012/20134	NUM
ajlm-339	23	68	and	and	CCONJ
ajlm-339	23	69	approximately	approximately	ADV
ajlm-339	23	70	86	86	NUM
ajlm-339	23	71	million	million	NUM
ajlm-339	23	72	tests	test	NOUN
ajlm-339	23	73	in	in	ADP
ajlm-339	23	74	fy	fy	PROPN
ajlm-339	23	75	2013/2014.2	2013/2014.2	NUM
ajlm-339	23	76	the	the	DET
ajlm-339	23	77	sharp	sharp	ADJ
ajlm-339	23	78	increases	increase	NOUN
ajlm-339	23	79	in	in	ADP
ajlm-339	23	80	expenditures	expenditure	NOUN
ajlm-339	23	81	and	and	CCONJ
ajlm-339	23	82	test	test	NOUN
ajlm-339	23	83	volumes	volume	NOUN
ajlm-339	23	84	in	in	ADP
ajlm-339	23	85	fy	fy	PROPN
ajlm-339	23	86	2013/2014	2013/2014	NUM
ajlm-339	23	87	can	can	AUX
ajlm-339	23	88	be	be	AUX
ajlm-339	23	89	attributed	attribute	VERB
ajlm-339	23	90	to	to	ADP
ajlm-339	23	91	growth	growth	NOUN
ajlm-339	23	92	in	in	ADP
ajlm-339	23	93	priority	priority	NOUN
ajlm-339	23	94	test	test	NOUN
ajlm-339	23	95	volume	volume	NOUN
ajlm-339	23	96	.	.	PUNCT
ajlm-339	24	1	priority	priority	NOUN
ajlm-339	24	2	tests	test	NOUN
ajlm-339	24	3	for	for	ADP
ajlm-339	24	4	patients	patient	NOUN
ajlm-339	24	5	living	live	VERB
ajlm-339	24	6	with	with	ADP
ajlm-339	24	7	hiv	hiv	PROPN
ajlm-339	24	8	,	,	PUNCT
ajlm-339	24	9	tuberculosis	tuberculosis	NOUN
ajlm-339	24	10	and	and	CCONJ
ajlm-339	24	11	cervical	cervical	ADJ
ajlm-339	24	12	cancer	cancer	NOUN
ajlm-339	24	13	accounted	account	VERB
ajlm-339	24	14	for	for	ADP
ajlm-339	24	15	16	16	NUM
ajlm-339	24	16	%	%	NOUN
ajlm-339	24	17	of	of	ADP
ajlm-339	24	18	total	total	ADJ
ajlm-339	24	19	test	test	NOUN
ajlm-339	24	20	volume2	volume2	ADJ
ajlm-339	24	21	in	in	ADP
ajlm-339	24	22	fy	fy	PROPN
ajlm-339	24	23	2013/2014	2013/2014	NUM
ajlm-339	24	24	.	.	PUNCT
ajlm-339	25	1	there	there	PRON
ajlm-339	25	2	was	be	VERB
ajlm-339	25	3	a	a	DET
ajlm-339	25	4	144	144	NUM
ajlm-339	25	5	%	%	NOUN
ajlm-339	25	6	increase	increase	NOUN
ajlm-339	25	7	in	in	ADP
ajlm-339	25	8	the	the	DET
ajlm-339	25	9	volume	volume	NOUN
ajlm-339	25	10	of	of	ADP
ajlm-339	25	11	genexpert	genexpert	PROPN
ajlm-339	25	12	mtb	mtb	PROPN
ajlm-339	25	13	/	/	SYM
ajlm-339	25	14	rif	rif	NOUN
ajlm-339	25	15	assays	assay	NOUN
ajlm-339	25	16	,	,	PUNCT
ajlm-339	25	17	as	as	ADV
ajlm-339	25	18	well	well	ADV
ajlm-339	25	19	as	as	ADP
ajlm-339	25	20	a	a	DET
ajlm-339	25	21	27	27	NUM
ajlm-339	25	22	%	%	NOUN
ajlm-339	25	23	increase	increase	NOUN
ajlm-339	25	24	in	in	ADP
ajlm-339	25	25	hiv	hiv	PROPN
ajlm-339	25	26	viral	viral	ADJ
ajlm-339	25	27	load	load	NOUN
ajlm-339	25	28	testing.3	testing.3	PROPN
ajlm-339	25	29	the	the	DET
ajlm-339	25	30	genexpert	genexpert	PROPN
ajlm-339	25	31	mtb	mtb	PROPN
ajlm-339	25	32	/	/	SYM
ajlm-339	25	33	rif	rif	PROPN
ajlm-339	25	34	assay	assay	PROPN
ajlm-339	25	35	replaced	replace	VERB
ajlm-339	25	36	the	the	DET
ajlm-339	25	37	auramine	auramine	NOUN
ajlm-339	25	38	smear	smear	NOUN
ajlm-339	25	39	for	for	ADP
ajlm-339	25	40	diagnosis	diagnosis	NOUN
ajlm-339	25	41	of	of	ADP
ajlm-339	25	42	tuberculosis	tuberculosis	NOUN
ajlm-339	25	43	during	during	ADP
ajlm-339	25	44	this	this	DET
ajlm-339	25	45	time	time	NOUN
ajlm-339	25	46	period	period	NOUN
ajlm-339	25	47	.	.	PUNCT
ajlm-339	26	1	there	there	PRON
ajlm-339	26	2	was	be	VERB
ajlm-339	26	3	a	a	DET
ajlm-339	26	4	large	large	ADJ
ajlm-339	26	5	difference	difference	NOUN
ajlm-339	26	6	in	in	ADP
ajlm-339	26	7	the	the	DET
ajlm-339	26	8	price	price	NOUN
ajlm-339	26	9	per	per	ADP
ajlm-339	26	10	test	test	NOUN
ajlm-339	26	11	;	;	PUNCT
ajlm-339	26	12	auramine	auramine	PROPN
ajlm-339	26	13	smears	smear	VERB
ajlm-339	26	14	cost	cost	NOUN
ajlm-339	26	15	r24.34	r24.34	NOUN
ajlm-339	26	16	,	,	PUNCT
ajlm-339	26	17	whereas	whereas	SCONJ
ajlm-339	26	18	the	the	DET
ajlm-339	26	19	genexpert	genexpert	ADJ
ajlm-339	26	20	mtb	mtb	PROPN
ajlm-339	26	21	/	/	SYM
ajlm-339	26	22	rif	rif	PROPN
ajlm-339	26	23	assay	assay	PROPN
ajlm-339	26	24	cost	cost	PROPN
ajlm-339	26	25	r172.85	r172.85	NOUN
ajlm-339	26	26	as	as	ADP
ajlm-339	26	27	of	of	ADP
ajlm-339	26	28	december	december	PROPN
ajlm-339	26	29	2013	2013	NUM
ajlm-339	26	30	.	.	PUNCT
ajlm-339	27	1	the	the	DET
ajlm-339	27	2	volume	volume	NOUN
ajlm-339	27	3	of	of	ADP
ajlm-339	27	4	laboratory	laboratory	NOUN
ajlm-339	27	5	testing	testing	NOUN
ajlm-339	27	6	is	be	AUX
ajlm-339	27	7	anticipated	anticipate	VERB
ajlm-339	27	8	to	to	PART
ajlm-339	27	9	increase	increase	VERB
ajlm-339	27	10	with	with	ADP
ajlm-339	27	11	the	the	DET
ajlm-339	27	12	introduction	introduction	NOUN
ajlm-339	27	13	of	of	ADP
ajlm-339	27	14	general	general	ADJ
ajlm-339	27	15	practitioners	practitioner	NOUN
ajlm-339	27	16	as	as	ADP
ajlm-339	27	17	care	care	NOUN
ajlm-339	27	18	providers	provider	NOUN
ajlm-339	27	19	for	for	ADP
ajlm-339	27	20	patients	patient	NOUN
ajlm-339	27	21	at	at	ADP
ajlm-339	27	22	the	the	DET
ajlm-339	27	23	primary	primary	ADJ
ajlm-339	27	24	healthcare	healthcare	NOUN
ajlm-339	27	25	(	(	PUNCT
ajlm-339	27	26	phc	phc	PROPN
ajlm-339	27	27	)	)	PUNCT
ajlm-339	27	28	level	level	NOUN
ajlm-339	27	29	,	,	PUNCT
ajlm-339	27	30	because	because	SCONJ
ajlm-339	27	31	general	general	ADJ
ajlm-339	27	32	practitioners	practitioner	NOUN
ajlm-339	27	33	are	be	AUX
ajlm-339	27	34	expected	expect	VERB
ajlm-339	27	35	to	to	PART
ajlm-339	27	36	order	order	VERB
ajlm-339	27	37	additional	additional	ADJ
ajlm-339	27	38	laboratory	laboratory	NOUN
ajlm-339	27	39	tests	test	NOUN
ajlm-339	27	40	that	that	PRON
ajlm-339	27	41	were	be	AUX
ajlm-339	27	42	not	not	PART
ajlm-339	27	43	previously	previously	ADV
ajlm-339	27	44	requested	request	VERB
ajlm-339	27	45	under	under	ADP
ajlm-339	27	46	nurse	nurse	NOUN
ajlm-339	27	47	-	-	PUNCT
ajlm-339	27	48	based	base	VERB
ajlm-339	27	49	phc	phc	PROPN
ajlm-339	27	50	services	service	NOUN
ajlm-339	27	51	.	.	PUNCT
ajlm-339	28	1	furthermore	furthermore	ADV
ajlm-339	28	2	,	,	PUNCT
ajlm-339	28	3	a	a	DET
ajlm-339	28	4	renewed	renew	VERB
ajlm-339	28	5	focus	focus	NOUN
ajlm-339	28	6	has	have	AUX
ajlm-339	28	7	been	be	AUX
ajlm-339	28	8	placed	place	VERB
ajlm-339	28	9	on	on	ADP
ajlm-339	28	10	integrated	integrate	VERB
ajlm-339	28	11	clinical	clinical	ADJ
ajlm-339	28	12	services	service	NOUN
ajlm-339	28	13	at	at	ADP
ajlm-339	28	14	the	the	DET
ajlm-339	28	15	phc	phc	PROPN
ajlm-339	28	16	level5	level5	PROPN
ajlm-339	28	17	and	and	CCONJ
ajlm-339	28	18	the	the	DET
ajlm-339	28	19	introduction	introduction	NOUN
ajlm-339	28	20	of	of	ADP
ajlm-339	28	21	algorithms	algorithm	NOUN
ajlm-339	28	22	to	to	PART
ajlm-339	28	23	appropriately	appropriately	ADV
ajlm-339	28	24	manage	manage	VERB
ajlm-339	28	25	patient	patient	ADJ
ajlm-339	28	26	conditions.6	conditions.6	PROPN
ajlm-339	28	27	this	this	PRON
ajlm-339	28	28	is	be	AUX
ajlm-339	28	29	likely	likely	ADJ
ajlm-339	28	30	to	to	PART
ajlm-339	28	31	further	far	ADV
ajlm-339	28	32	increase	increase	VERB
ajlm-339	28	33	the	the	DET
ajlm-339	28	34	volume	volume	NOUN
ajlm-339	28	35	of	of	ADP
ajlm-339	28	36	tests	test	NOUN
ajlm-339	28	37	requested	request	VERB
ajlm-339	28	38	,	,	PUNCT
ajlm-339	28	39	thereby	thereby	ADV
ajlm-339	28	40	increasing	increase	VERB
ajlm-339	28	41	the	the	DET
ajlm-339	28	42	total	total	ADJ
ajlm-339	28	43	expenditures	expenditure	NOUN
ajlm-339	28	44	of	of	ADP
ajlm-339	28	45	the	the	DET
ajlm-339	28	46	public	public	ADJ
ajlm-339	28	47	health	health	NOUN
ajlm-339	28	48	system	system	NOUN
ajlm-339	28	49	.	.	PUNCT
ajlm-339	29	1	demand	demand	NOUN
ajlm-339	29	2	management	management	NOUN
ajlm-339	29	3	aims	aim	VERB
ajlm-339	29	4	to	to	PART
ajlm-339	29	5	improve	improve	VERB
ajlm-339	29	6	the	the	DET
ajlm-339	29	7	requesting	requesting	NOUN
ajlm-339	29	8	of	of	ADP
ajlm-339	29	9	appropriate	appropriate	ADJ
ajlm-339	29	10	laboratory	laboratory	NOUN
ajlm-339	29	11	tests	test	NOUN
ajlm-339	29	12	and	and	CCONJ
ajlm-339	29	13	results	result	NOUN
ajlm-339	29	14	in	in	ADP
ajlm-339	29	15	reductions	reduction	NOUN
ajlm-339	29	16	in	in	ADP
ajlm-339	29	17	public	public	ADJ
ajlm-339	29	18	health	health	NOUN
ajlm-339	29	19	expenditures	expenditure	NOUN
ajlm-339	29	20	without	without	ADP
ajlm-339	29	21	affecting	affect	VERB
ajlm-339	29	22	clinical	clinical	ADJ
ajlm-339	29	23	outcomes.7	outcomes.7	NOUN
ajlm-339	29	24	the	the	DET
ajlm-339	29	25	first	first	ADJ
ajlm-339	29	26	step	step	NOUN
ajlm-339	29	27	to	to	ADP
ajlm-339	29	28	implementing	implement	VERB
ajlm-339	29	29	demand	demand	NOUN
ajlm-339	29	30	management	management	NOUN
ajlm-339	29	31	involves	involve	VERB
ajlm-339	29	32	defining	define	VERB
ajlm-339	29	33	what	what	PRON
ajlm-339	29	34	constitutes	constitute	VERB
ajlm-339	29	35	an	an	DET
ajlm-339	29	36	‘	'	PUNCT
ajlm-339	29	37	inappropriate	inappropriate	ADJ
ajlm-339	29	38	’	'	PUNCT
ajlm-339	29	39	request	request	NOUN
ajlm-339	29	40	,	,	PUNCT
ajlm-339	29	41	based	base	VERB
ajlm-339	29	42	on	on	ADP
ajlm-339	29	43	some	some	DET
ajlm-339	29	44	form	form	NOUN
ajlm-339	29	45	of	of	ADP
ajlm-339	29	46	agreed	agree	VERB
ajlm-339	29	47	-	-	PUNCT
ajlm-339	29	48	upon	upon	NOUN
ajlm-339	29	49	guidance.7	guidance.7	NOUN
ajlm-339	29	50	for	for	ADP
ajlm-339	29	51	example	example	NOUN
ajlm-339	29	52	,	,	PUNCT
ajlm-339	29	53	this	this	PRON
ajlm-339	29	54	may	may	AUX
ajlm-339	29	55	involve	involve	VERB
ajlm-339	29	56	standardising	standardise	VERB
ajlm-339	29	57	the	the	DET
ajlm-339	29	58	repertoire	repertoire	NOUN
ajlm-339	29	59	of	of	ADP
ajlm-339	29	60	tests	test	NOUN
ajlm-339	29	61	that	that	PRON
ajlm-339	29	62	may	may	AUX
ajlm-339	29	63	be	be	AUX
ajlm-339	29	64	requested	request	VERB
ajlm-339	29	65	by	by	ADP
ajlm-339	29	66	level	level	NOUN
ajlm-339	29	67	of	of	ADP
ajlm-339	29	68	care	care	NOUN
ajlm-339	29	69	,	,	PUNCT
ajlm-339	29	70	namely	namely	ADV
ajlm-339	29	71	,	,	PUNCT
ajlm-339	29	72	phc	phc	PROPN
ajlm-339	29	73	and	and	CCONJ
ajlm-339	29	74	hospital	hospital	NOUN
ajlm-339	29	75	services.7	services.7	VERB
ajlm-339	29	76	similarly	similarly	ADV
ajlm-339	29	77	,	,	PUNCT
ajlm-339	29	78	evidence	evidence	NOUN
ajlm-339	29	79	-	-	PUNCT
ajlm-339	29	80	based	base	VERB
ajlm-339	29	81	laboratory	laboratory	NOUN
ajlm-339	29	82	medicine	medicine	NOUN
ajlm-339	29	83	involves	involve	VERB
ajlm-339	29	84	eliminating	eliminate	VERB
ajlm-339	29	85	laboratory	laboratory	NOUN
ajlm-339	29	86	tests	test	NOUN
ajlm-339	29	87	with	with	ADP
ajlm-339	29	88	no	no	DET
ajlm-339	29	89	clinical	clinical	ADJ
ajlm-339	29	90	value	value	NOUN
ajlm-339	29	91	and	and	CCONJ
ajlm-339	29	92	introducing	introduce	VERB
ajlm-339	29	93	new	new	ADJ
ajlm-339	29	94	laboratory	laboratory	NOUN
ajlm-339	29	95	tests	test	NOUN
ajlm-339	29	96	where	where	SCONJ
ajlm-339	29	97	evidence	evidence	NOUN
ajlm-339	29	98	proves	prove	VERB
ajlm-339	29	99	their	their	PRON
ajlm-339	29	100	efficacy	efficacy	NOUN
ajlm-339	29	101	and	and	CCONJ
ajlm-339	29	102	effectiveness.8	effectiveness.8	VERB
ajlm-339	29	103	the	the	DET
ajlm-339	29	104	implementation	implementation	NOUN
ajlm-339	29	105	of	of	ADP
ajlm-339	29	106	this	this	DET
ajlm-339	29	107	approach	approach	NOUN
ajlm-339	29	108	requires	require	VERB
ajlm-339	29	109	a	a	DET
ajlm-339	29	110	pathologist	pathologist	NOUN
ajlm-339	29	111	-	-	PUNCT
ajlm-339	29	112	driven	drive	VERB
ajlm-339	29	113	laboratory	laboratory	NOUN
ajlm-339	29	114	service	service	NOUN
ajlm-339	29	115	that	that	PRON
ajlm-339	29	116	utilises	utilise	VERB
ajlm-339	29	117	context	context	ADJ
ajlm-339	29	118	-	-	PUNCT
ajlm-339	29	119	appropriate	appropriate	ADJ
ajlm-339	29	120	evidence	evidence	NOUN
ajlm-339	29	121	to	to	PART
ajlm-339	29	122	guide	guide	VERB
ajlm-339	29	123	testing	testing	NOUN
ajlm-339	29	124	and	and	CCONJ
ajlm-339	29	125	reduce	reduce	VERB
ajlm-339	29	126	public	public	ADJ
ajlm-339	29	127	health	health	NOUN
ajlm-339	29	128	expenditures	expenditure	NOUN
ajlm-339	29	129	.	.	PUNCT
ajlm-339	30	1	the	the	DET
ajlm-339	30	2	south	south	ADJ
ajlm-339	30	3	african	african	PROPN
ajlm-339	30	4	national	national	PROPN
ajlm-339	30	5	department	department	PROPN
ajlm-339	30	6	of	of	ADP
ajlm-339	30	7	health	health	PROPN
ajlm-339	30	8	has	have	AUX
ajlm-339	30	9	proposed	propose	VERB
ajlm-339	30	10	a	a	DET
ajlm-339	30	11	demand	demand	NOUN
ajlm-339	30	12	-	-	PUNCT
ajlm-339	30	13	management	management	NOUN
ajlm-339	30	14	system	system	NOUN
ajlm-339	30	15	in	in	ADP
ajlm-339	30	16	the	the	DET
ajlm-339	30	17	form	form	NOUN
ajlm-339	30	18	of	of	ADP
ajlm-339	30	19	an	an	DET
ajlm-339	30	20	essential	essential	ADJ
ajlm-339	30	21	laboratory	laboratory	NOUN
ajlm-339	30	22	tests	test	NOUN
ajlm-339	30	23	list	list	NOUN
ajlm-339	30	24	(	(	PUNCT
ajlm-339	30	25	ell	ell	NOUN
ajlm-339	30	26	)	)	PUNCT
ajlm-339	30	27	to	to	PART
ajlm-339	30	28	promote	promote	VERB
ajlm-339	30	29	appropriate	appropriate	ADJ
ajlm-339	30	30	and	and	CCONJ
ajlm-339	30	31	cost	cost	VERB
ajlm-339	30	32	effective	effective	ADJ
ajlm-339	30	33	usage	usage	NOUN
ajlm-339	30	34	of	of	ADP
ajlm-339	30	35	laboratory	laboratory	NOUN
ajlm-339	30	36	services	service	NOUN
ajlm-339	30	37	at	at	ADP
ajlm-339	30	38	phc	phc	PROPN
ajlm-339	30	39	facilities	facility	NOUN
ajlm-339	30	40	without	without	ADP
ajlm-339	30	41	having	have	VERB
ajlm-339	30	42	a	a	DET
ajlm-339	30	43	negative	negative	ADJ
ajlm-339	30	44	effect	effect	NOUN
ajlm-339	30	45	on	on	ADP
ajlm-339	30	46	patient	patient	ADJ
ajlm-339	30	47	outcomes	outcome	NOUN
ajlm-339	30	48	.	.	PUNCT
ajlm-339	31	1	the	the	DET
ajlm-339	31	2	ell	ell	NOUN
ajlm-339	31	3	includes	include	VERB
ajlm-339	31	4	the	the	DET
ajlm-339	31	5	minimum	minimum	ADJ
ajlm-339	31	6	set	set	NOUN
ajlm-339	31	7	of	of	ADP
ajlm-339	31	8	tests	test	NOUN
ajlm-339	31	9	that	that	PRON
ajlm-339	31	10	should	should	AUX
ajlm-339	31	11	be	be	AUX
ajlm-339	31	12	performed	perform	VERB
ajlm-339	31	13	to	to	PART
ajlm-339	31	14	offer	offer	VERB
ajlm-339	31	15	comprehensive	comprehensive	ADJ
ajlm-339	31	16	services	service	NOUN
ajlm-339	31	17	at	at	ADP
ajlm-339	31	18	the	the	DET
ajlm-339	31	19	phc	phc	PROPN
ajlm-339	31	20	level.9	level.9	PROPN
ajlm-339	31	21	in	in	ADP
ajlm-339	31	22	determining	determine	VERB
ajlm-339	31	23	the	the	DET
ajlm-339	31	24	ell	ell	NOUN
ajlm-339	31	25	for	for	ADP
ajlm-339	31	26	south	south	PROPN
ajlm-339	31	27	africa	africa	PROPN
ajlm-339	31	28	,	,	PUNCT
ajlm-339	31	29	the	the	DET
ajlm-339	31	30	world	world	PROPN
ajlm-339	31	31	health	health	PROPN
ajlm-339	31	32	organization	organization	NOUN
ajlm-339	31	33	criteria	criterion	NOUN
ajlm-339	31	34	for	for	ADP
ajlm-339	31	35	the	the	DET
ajlm-339	31	36	usefulness	usefulness	NOUN
ajlm-339	31	37	and	and	CCONJ
ajlm-339	31	38	clinical	clinical	ADJ
ajlm-339	31	39	relevance	relevance	NOUN
ajlm-339	31	40	of	of	ADP
ajlm-339	31	41	tests	test	NOUN
ajlm-339	31	42	that	that	PRON
ajlm-339	31	43	influence	influence	VERB
ajlm-339	31	44	diagnosis	diagnosis	NOUN
ajlm-339	31	45	and	and	CCONJ
ajlm-339	31	46	patient	patient	ADJ
ajlm-339	31	47	management	management	NOUN
ajlm-339	31	48	were	be	AUX
ajlm-339	31	49	considered.9	considered.9	NOUN
ajlm-339	31	50	additionally	additionally	ADV
ajlm-339	31	51	,	,	PUNCT
ajlm-339	31	52	the	the	DET
ajlm-339	31	53	ell	ell	NOUN
ajlm-339	31	54	requires	require	VERB
ajlm-339	31	55	that	that	SCONJ
ajlm-339	31	56	a	a	DET
ajlm-339	31	57	single	single	ADJ
ajlm-339	31	58	test	test	NOUN
ajlm-339	31	59	be	be	AUX
ajlm-339	31	60	used	use	VERB
ajlm-339	31	61	,	,	PUNCT
ajlm-339	31	62	rather	rather	ADV
ajlm-339	31	63	than	than	ADP
ajlm-339	31	64	multiple	multiple	ADJ
ajlm-339	31	65	tests	test	NOUN
ajlm-339	31	66	,	,	PUNCT
ajlm-339	31	67	if	if	SCONJ
ajlm-339	31	68	the	the	DET
ajlm-339	31	69	single	single	ADJ
ajlm-339	31	70	test	test	NOUN
ajlm-339	31	71	provides	provide	VERB
ajlm-339	31	72	adequate	adequate	ADJ
ajlm-339	31	73	diagnostic	diagnostic	ADJ
ajlm-339	31	74	information.9	information.9	NOUN
ajlm-339	31	75	for	for	ADP
ajlm-339	31	76	example	example	NOUN
ajlm-339	31	77	,	,	PUNCT
ajlm-339	31	78	on	on	ADP
ajlm-339	31	79	the	the	DET
ajlm-339	31	80	ell	ell	NOUN
ajlm-339	31	81	,	,	PUNCT
ajlm-339	31	82	the	the	DET
ajlm-339	31	83	alanine	alanine	NOUN
ajlm-339	31	84	transaminase	transaminase	NOUN
ajlm-339	31	85	test	test	NOUN
ajlm-339	31	86	is	be	AUX
ajlm-339	31	87	substituted	substitute	VERB
ajlm-339	31	88	for	for	ADP
ajlm-339	31	89	the	the	DET
ajlm-339	31	90	liver	liver	NOUN
ajlm-339	31	91	function	function	NOUN
ajlm-339	31	92	panel	panel	NOUN
ajlm-339	31	93	test	test	NOUN
ajlm-339	31	94	,	,	PUNCT
ajlm-339	31	95	as	as	SCONJ
ajlm-339	31	96	the	the	DET
ajlm-339	31	97	alanine	alanine	NOUN
ajlm-339	31	98	transaminase	transaminase	NOUN
ajlm-339	31	99	test	test	NOUN
ajlm-339	31	100	provides	provide	VERB
ajlm-339	31	101	the	the	DET
ajlm-339	31	102	same	same	ADJ
ajlm-339	31	103	diagnostic	diagnostic	ADJ
ajlm-339	31	104	value	value	NOUN
ajlm-339	31	105	without	without	ADP
ajlm-339	31	106	affecting	affect	VERB
ajlm-339	31	107	patient	patient	ADJ
ajlm-339	31	108	outcomes	outcome	NOUN
ajlm-339	31	109	.	.	PUNCT
ajlm-339	32	1	furthermore	furthermore	ADV
ajlm-339	32	2	,	,	PUNCT
ajlm-339	32	3	the	the	DET
ajlm-339	32	4	laboratory	laboratory	NOUN
ajlm-339	32	5	tests	test	NOUN
ajlm-339	32	6	included	include	VERB
ajlm-339	32	7	on	on	ADP
ajlm-339	32	8	the	the	DET
ajlm-339	32	9	ell	ell	NOUN
ajlm-339	32	10	were	be	AUX
ajlm-339	32	11	aligned	align	VERB
ajlm-339	32	12	to	to	ADP
ajlm-339	32	13	the	the	DET
ajlm-339	32	14	national	national	ADJ
ajlm-339	32	15	south	south	PROPN
ajlm-339	32	16	african	african	ADJ
ajlm-339	32	17	standard	standard	ADJ
ajlm-339	32	18	treatment	treatment	NOUN
ajlm-339	32	19	guidelines,10	guidelines,10	NOUN
ajlm-339	32	20	including	include	VERB
ajlm-339	32	21	the	the	DET
ajlm-339	32	22	phc	phc	PROPN
ajlm-339	32	23	clinical	clinical	ADJ
ajlm-339	32	24	algorithms	algorithm	NOUN
ajlm-339	32	25	that	that	PRON
ajlm-339	32	26	were	be	AUX
ajlm-339	32	27	introduced	introduce	VERB
ajlm-339	32	28	as	as	ADP
ajlm-339	32	29	a	a	DET
ajlm-339	32	30	clinical	clinical	ADJ
ajlm-339	32	31	supportive	supportive	ADJ
ajlm-339	32	32	management	management	NOUN
ajlm-339	32	33	component	component	NOUN
ajlm-339	32	34	of	of	ADP
ajlm-339	32	35	the	the	DET
ajlm-339	32	36	integrated	integrate	VERB
ajlm-339	32	37	chronic	chronic	ADJ
ajlm-339	32	38	disease	disease	NOUN
ajlm-339	32	39	management	management	NOUN
ajlm-339	32	40	mode.5	mode.5	VERB
ajlm-339	32	41	the	the	DET
ajlm-339	32	42	aims	aim	NOUN
ajlm-339	32	43	of	of	ADP
ajlm-339	32	44	this	this	DET
ajlm-339	32	45	study	study	NOUN
ajlm-339	32	46	were	be	AUX
ajlm-339	32	47	to	to	PART
ajlm-339	32	48	analyse	analyse	VERB
ajlm-339	32	49	current	current	ADJ
ajlm-339	32	50	expenditures	expenditure	NOUN
ajlm-339	32	51	and	and	CCONJ
ajlm-339	32	52	the	the	DET
ajlm-339	32	53	profile	profile	NOUN
ajlm-339	32	54	of	of	ADP
ajlm-339	32	55	laboratory	laboratory	NOUN
ajlm-339	32	56	tests	test	NOUN
ajlm-339	32	57	currently	currently	ADV
ajlm-339	32	58	requested	request	VERB
ajlm-339	32	59	at	at	ADP
ajlm-339	32	60	the	the	DET
ajlm-339	32	61	phc	phc	PROPN
ajlm-339	32	62	level	level	NOUN
ajlm-339	32	63	.	.	PUNCT
ajlm-339	33	1	in	in	ADP
ajlm-339	33	2	addition	addition	NOUN
ajlm-339	33	3	,	,	PUNCT
ajlm-339	33	4	we	we	PRON
ajlm-339	33	5	sought	seek	VERB
ajlm-339	33	6	to	to	PART
ajlm-339	33	7	determine	determine	VERB
ajlm-339	33	8	the	the	DET
ajlm-339	33	9	potential	potential	ADJ
ajlm-339	33	10	cost	cost	NOUN
ajlm-339	33	11	savings	saving	NOUN
ajlm-339	33	12	that	that	PRON
ajlm-339	33	13	could	could	AUX
ajlm-339	33	14	be	be	AUX
ajlm-339	33	15	achieved	achieve	VERB
ajlm-339	33	16	by	by	ADP
ajlm-339	33	17	the	the	DET
ajlm-339	33	18	public	public	ADJ
ajlm-339	33	19	health	health	NOUN
ajlm-339	33	20	sector	sector	NOUN
ajlm-339	33	21	through	through	ADP
ajlm-339	33	22	the	the	DET
ajlm-339	33	23	introduction	introduction	NOUN
ajlm-339	33	24	of	of	ADP
ajlm-339	33	25	the	the	DET
ajlm-339	33	26	demand	demand	NOUN
ajlm-339	33	27	-	-	PUNCT
ajlm-339	33	28	management	management	NOUN
ajlm-339	33	29	-	-	PUNCT
ajlm-339	33	30	based	base	VERB
ajlm-339	33	31	ell	ell	NOUN
ajlm-339	33	32	.	.	PUNCT
ajlm-339	34	1	research	research	NOUN
ajlm-339	34	2	method	method	NOUN
ajlm-339	34	3	and	and	CCONJ
ajlm-339	34	4	design	design	NOUN
ajlm-339	34	5	this	this	PRON
ajlm-339	34	6	was	be	AUX
ajlm-339	34	7	a	a	DET
ajlm-339	34	8	retrospective	retrospective	ADJ
ajlm-339	34	9	cross	cross	ADJ
ajlm-339	34	10	-	-	ADJ
ajlm-339	34	11	sectional	sectional	ADJ
ajlm-339	34	12	analysis	analysis	NOUN
ajlm-339	34	13	of	of	ADP
ajlm-339	34	14	phc	phc	PROPN
ajlm-339	34	15	laboratory	laboratory	NOUN
ajlm-339	34	16	expenditure	expenditure	NOUN
ajlm-339	34	17	for	for	ADP
ajlm-339	34	18	the	the	DET
ajlm-339	34	19	fy	fy	PROPN
ajlm-339	34	20	2013/2014	2013/2014	NUM
ajlm-339	34	21	period	period	NOUN
ajlm-339	34	22	across	across	ADP
ajlm-339	34	23	11	11	NUM
ajlm-339	34	24	national	national	ADJ
ajlm-339	34	25	health	health	NOUN
ajlm-339	34	26	insurance	insurance	NOUN
ajlm-339	34	27	(	(	PUNCT
ajlm-339	34	28	nhi	nhi	PROPN
ajlm-339	34	29	)	)	PUNCT
ajlm-339	34	30	pilot	pilot	NOUN
ajlm-339	34	31	districts	district	NOUN
ajlm-339	34	32	.	.	PUNCT
ajlm-339	35	1	data	datum	NOUN
ajlm-339	35	2	on	on	ADP
ajlm-339	35	3	district	district	NOUN
ajlm-339	35	4	and	and	CCONJ
ajlm-339	35	5	facility	facility	NOUN
ajlm-339	35	6	level	level	NOUN
ajlm-339	35	7	expenditures	expenditure	NOUN
ajlm-339	35	8	for	for	ADP
ajlm-339	35	9	the	the	DET
ajlm-339	35	10	amajuba	amajuba	NOUN
ajlm-339	35	11	,	,	PUNCT
ajlm-339	35	12	city	city	NOUN
ajlm-339	35	13	of	of	ADP
ajlm-339	35	14	tshwane	tshwane	NOUN
ajlm-339	35	15	metro	metro	PROPN
ajlm-339	35	16	,	,	PUNCT
ajlm-339	35	17	dr	dr	PROPN
ajlm-339	35	18	kenneth	kenneth	PROPN
ajlm-339	35	19	kaunda	kaunda	PROPN
ajlm-339	35	20	,	,	PUNCT
ajlm-339	35	21	eden	eden	PROPN
ajlm-339	35	22	,	,	PUNCT
ajlm-339	35	23	gert	gert	NOUN
ajlm-339	35	24	sibande	sibande	NOUN
ajlm-339	35	25	,	,	PUNCT
ajlm-339	35	26	or	or	CCONJ
ajlm-339	35	27	tambo	tambo	NOUN
ajlm-339	35	28	,	,	PUNCT
ajlm-339	35	29	pixley	pixley	PROPN
ajlm-339	35	30	ka	ka	PROPN
ajlm-339	35	31	seme	seme	PROPN
ajlm-339	35	32	,	,	PUNCT
ajlm-339	35	33	thabo	thabo	PROPN
ajlm-339	35	34	mofutsanyana	mofutsanyana	NOUN
ajlm-339	35	35	,	,	PUNCT
ajlm-339	35	36	umgungundlovu	umgungundlovu	ADJ
ajlm-339	35	37	,	,	PUNCT
ajlm-339	35	38	umzinyathi	umzinyathi	ADV
ajlm-339	35	39	and	and	CCONJ
ajlm-339	35	40	vhembe	vhembe	ADJ
ajlm-339	35	41	districts	district	NOUN
ajlm-339	35	42	were	be	AUX
ajlm-339	35	43	extracted	extract	VERB
ajlm-339	35	44	from	from	ADP
ajlm-339	35	45	the	the	DET
ajlm-339	35	46	nhls	nhls	ADJ
ajlm-339	35	47	corporate	corporate	ADJ
ajlm-339	35	48	data	datum	NOUN
ajlm-339	35	49	warehouse	warehouse	NOUN
ajlm-339	35	50	.	.	PUNCT
ajlm-339	36	1	the	the	DET
ajlm-339	36	2	extracted	extract	VERB
ajlm-339	36	3	data	data	NOUN
ajlm-339	36	4	fields	field	NOUN
ajlm-339	36	5	included	include	VERB
ajlm-339	36	6	customer	customer	NOUN
ajlm-339	36	7	account	account	NOUN
ajlm-339	36	8	information	information	NOUN
ajlm-339	36	9	,	,	PUNCT
ajlm-339	36	10	laboratory	laboratory	NOUN
ajlm-339	36	11	information	information	NOUN
ajlm-339	36	12	,	,	PUNCT
ajlm-339	36	13	system	system	NOUN
ajlm-339	36	14	location	location	NOUN
ajlm-339	36	15	codes	code	NOUN
ajlm-339	36	16	used	use	VERB
ajlm-339	36	17	to	to	PART
ajlm-339	36	18	identify	identify	VERB
ajlm-339	36	19	health	health	NOUN
ajlm-339	36	20	facilities	facility	NOUN
ajlm-339	36	21	,	,	PUNCT
ajlm-339	36	22	tariff	tariff	NOUN
ajlm-339	36	23	codes	code	NOUN
ajlm-339	36	24	used	use	VERB
ajlm-339	36	25	for	for	ADP
ajlm-339	36	26	billing	billing	NOUN
ajlm-339	36	27	purposes	purpose	NOUN
ajlm-339	36	28	(	(	PUNCT
ajlm-339	36	29	to	to	PART
ajlm-339	36	30	identify	identify	VERB
ajlm-339	36	31	the	the	DET
ajlm-339	36	32	investigation(s	investigation(s	NOUN
ajlm-339	36	33	)	)	PUNCT
ajlm-339	36	34	performed	perform	VERB
ajlm-339	36	35	)	)	PUNCT
ajlm-339	36	36	,	,	PUNCT
ajlm-339	36	37	annual	annual	ADJ
ajlm-339	36	38	test	test	NOUN
ajlm-339	36	39	volumes	volume	NOUN
ajlm-339	36	40	and	and	CCONJ
ajlm-339	36	41	expenditures	expenditure	NOUN
ajlm-339	36	42	.	.	PUNCT
ajlm-339	37	1	all	all	DET
ajlm-339	37	2	expenditure	expenditure	NOUN
ajlm-339	37	3	data	datum	NOUN
ajlm-339	37	4	were	be	AUX
ajlm-339	37	5	reported	report	VERB
ajlm-339	37	6	in	in	ADP
ajlm-339	37	7	south	south	ADJ
ajlm-339	37	8	african	african	ADJ
ajlm-339	37	9	rand	rand	NOUN
ajlm-339	37	10	.	.	PUNCT
ajlm-339	38	1	the	the	DET
ajlm-339	38	2	ell	ell	NOUN
ajlm-339	38	3	defines	define	VERB
ajlm-339	38	4	the	the	DET
ajlm-339	38	5	laboratory	laboratory	NOUN
ajlm-339	38	6	tests	test	NOUN
ajlm-339	38	7	that	that	PRON
ajlm-339	38	8	could	could	AUX
ajlm-339	38	9	be	be	AUX
ajlm-339	38	10	requested	request	VERB
ajlm-339	38	11	at	at	ADP
ajlm-339	38	12	phc	phc	PROPN
ajlm-339	38	13	facilities	facility	NOUN
ajlm-339	38	14	by	by	ADP
ajlm-339	38	15	nursing	nursing	NOUN
ajlm-339	38	16	staff	staff	NOUN
ajlm-339	38	17	or	or	CCONJ
ajlm-339	38	18	general	general	ADJ
ajlm-339	38	19	practitioners	practitioner	NOUN
ajlm-339	38	20	.	.	PUNCT
ajlm-339	39	1	for	for	ADP
ajlm-339	39	2	example	example	NOUN
ajlm-339	39	3	,	,	PUNCT
ajlm-339	39	4	nurses	nurse	NOUN
ajlm-339	39	5	can	can	AUX
ajlm-339	39	6	request	request	VERB
ajlm-339	39	7	thyroid	thyroid	VERB
ajlm-339	39	8	stimulating	stimulate	VERB
ajlm-339	39	9	hormone	hormone	NOUN
ajlm-339	39	10	tests	test	NOUN
ajlm-339	39	11	;	;	PUNCT
ajlm-339	39	12	however	however	ADV
ajlm-339	39	13	,	,	PUNCT
ajlm-339	39	14	general	general	ADJ
ajlm-339	39	15	practitioners	practitioner	NOUN
ajlm-339	39	16	can	can	AUX
ajlm-339	39	17	also	also	ADV
ajlm-339	39	18	request	request	VERB
ajlm-339	39	19	a	a	DET
ajlm-339	39	20	free	free	ADJ
ajlm-339	39	21	thyroxine	thyroxine	NOUN
ajlm-339	39	22	4	4	NUM
ajlm-339	39	23	test	test	NOUN
ajlm-339	39	24	.	.	PUNCT
ajlm-339	40	1	amongst	amongst	ADP
ajlm-339	40	2	other	other	ADJ
ajlm-339	40	3	tests	test	NOUN
ajlm-339	40	4	,	,	PUNCT
ajlm-339	40	5	the	the	DET
ajlm-339	40	6	ell	ell	NOUN
ajlm-339	40	7	included	include	VERB
ajlm-339	40	8	haemoglobin	haemoglobin	PROPN
ajlm-339	40	9	,	,	PUNCT
ajlm-339	40	10	hiv	hiv	PROPN
ajlm-339	40	11	viral	viral	ADJ
ajlm-339	40	12	load	load	NOUN
ajlm-339	40	13	,	,	PUNCT
ajlm-339	40	14	genexpert	genexpert	VERB
ajlm-339	40	15	for	for	ADP
ajlm-339	40	16	tuberculosis	tuberculosis	NOUN
ajlm-339	40	17	,	,	PUNCT
ajlm-339	40	18	cluster	cluster	NOUN
ajlm-339	40	19	definition	definition	NOUN
ajlm-339	40	20	4	4	NUM
ajlm-339	40	21	(	(	PUNCT
ajlm-339	40	22	cd4	cd4	PROPN
ajlm-339	40	23	)	)	PUNCT
ajlm-339	40	24	count	count	NOUN
ajlm-339	40	25	,	,	PUNCT
ajlm-339	40	26	hiv	hiv	PROPN
ajlm-339	40	27	dna	dna	PROPN
ajlm-339	40	28	pcr	pcr	PROPN
ajlm-339	40	29	for	for	ADP
ajlm-339	40	30	infants	infant	NOUN
ajlm-339	40	31	,	,	PUNCT
ajlm-339	40	32	sputum	sputum	NOUN
ajlm-339	40	33	and	and	CCONJ
ajlm-339	40	34	urine	urine	NOUN
ajlm-339	40	35	microscopy	microscopy	NOUN
ajlm-339	40	36	,	,	PUNCT
ajlm-339	40	37	smear	smear	NOUN
ajlm-339	40	38	,	,	PUNCT
ajlm-339	40	39	culture	culture	NOUN
ajlm-339	40	40	and	and	CCONJ
ajlm-339	40	41	sensitivity	sensitivity	NOUN
ajlm-339	40	42	,	,	PUNCT
ajlm-339	40	43	total	total	ADJ
ajlm-339	40	44	cholesterol	cholesterol	NOUN
ajlm-339	40	45	and	and	CCONJ
ajlm-339	40	46	total	total	ADJ
ajlm-339	40	47	triglycerides	triglyceride	NOUN
ajlm-339	40	48	,	,	PUNCT
ajlm-339	40	49	prostatic	prostatic	ADJ
ajlm-339	40	50	specific	specific	ADJ
ajlm-339	40	51	antigens	antigen	NOUN
ajlm-339	40	52	,	,	PUNCT
ajlm-339	40	53	cervical	cervical	ADJ
ajlm-339	40	54	smears	smear	NOUN
ajlm-339	40	55	and	and	CCONJ
ajlm-339	40	56	glycated	glycate	VERB
ajlm-339	40	57	haemoglobin	haemoglobin	NOUN
ajlm-339	40	58	(	(	PUNCT
ajlm-339	40	59	hba1c	hba1c	PROPN
ajlm-339	40	60	)	)	PUNCT
ajlm-339	40	61	.	.	PUNCT
ajlm-339	41	1	tests	test	NOUN
ajlm-339	41	2	not	not	PART
ajlm-339	41	3	on	on	ADP
ajlm-339	41	4	the	the	DET
ajlm-339	41	5	ell	ell	NOUN
ajlm-339	41	6	for	for	ADP
ajlm-339	41	7	primary	primary	ADJ
ajlm-339	41	8	healthcare	healthcare	NOUN
ajlm-339	41	9	included	include	VERB
ajlm-339	41	10	full	full	ADJ
ajlm-339	41	11	blood	blood	NOUN
ajlm-339	41	12	count	count	NOUN
ajlm-339	41	13	,	,	PUNCT
ajlm-339	41	14	urea	urea	NOUN
ajlm-339	41	15	and	and	CCONJ
ajlm-339	41	16	electrolytes	electrolyte	NOUN
ajlm-339	41	17	,	,	PUNCT
ajlm-339	41	18	hiv	hiv	PROPN
ajlm-339	41	19	serology	serology	NOUN
ajlm-339	41	20	,	,	PUNCT
ajlm-339	41	21	liver	liver	NOUN
ajlm-339	41	22	function	function	NOUN
ajlm-339	41	23	tests	test	NOUN
ajlm-339	41	24	,	,	PUNCT
ajlm-339	41	25	drug	drug	NOUN
ajlm-339	41	26	levels	level	NOUN
ajlm-339	41	27	for	for	ADP
ajlm-339	41	28	carbamezapine	carbamezapine	NOUN
ajlm-339	41	29	and	and	CCONJ
ajlm-339	41	30	tegretol	tegretol	NOUN
ajlm-339	41	31	,	,	PUNCT
ajlm-339	41	32	endocrine	endocrine	NOUN
ajlm-339	41	33	tests	test	NOUN
ajlm-339	41	34	such	such	ADJ
ajlm-339	41	35	as	as	ADP
ajlm-339	41	36	thyroid	thyroid	NOUN
ajlm-339	41	37	profiles	profile	NOUN
ajlm-339	41	38	and	and	CCONJ
ajlm-339	41	39	follicule	follicule	NOUN
ajlm-339	41	40	stimulating	stimulate	VERB
ajlm-339	41	41	hormones	hormone	NOUN
ajlm-339	41	42	and	and	CCONJ
ajlm-339	41	43	luteinising	luteinise	VERB
ajlm-339	41	44	hormone	hormone	NOUN
ajlm-339	41	45	levels	level	NOUN
ajlm-339	41	46	,	,	PUNCT
ajlm-339	41	47	arthritis	arthritis	NOUN
ajlm-339	41	48	screening	screening	NOUN
ajlm-339	41	49	,	,	PUNCT
ajlm-339	41	50	anti	anti	ADJ
ajlm-339	41	51	-	-	ADJ
ajlm-339	41	52	nuclear	nuclear	ADJ
ajlm-339	41	53	factors	factor	NOUN
ajlm-339	41	54	and	and	CCONJ
ajlm-339	41	55	other	other	ADJ
ajlm-339	41	56	immunological	immunological	ADJ
ajlm-339	41	57	tests	test	NOUN
ajlm-339	41	58	.	.	PUNCT
ajlm-339	42	1	each	each	DET
ajlm-339	42	2	ell	ell	PROPN
ajlm-339	42	3	test	test	NOUN
ajlm-339	42	4	was	be	AUX
ajlm-339	42	5	mapped	map	VERB
ajlm-339	42	6	to	to	ADP
ajlm-339	42	7	one	one	NUM
ajlm-339	42	8	or	or	CCONJ
ajlm-339	42	9	more	more	ADJ
ajlm-339	42	10	nhls	nhls	ADJ
ajlm-339	42	11	tariff	tariff	NOUN
ajlm-339	42	12	code(s	code(s	NOUN
ajlm-339	42	13	)	)	PUNCT
ajlm-339	42	14	from	from	ADP
ajlm-339	42	15	the	the	DET
ajlm-339	42	16	expenditure	expenditure	NOUN
ajlm-339	42	17	data	datum	NOUN
ajlm-339	42	18	.	.	PUNCT
ajlm-339	43	1	a	a	DET
ajlm-339	43	2	one	one	NUM
ajlm-339	43	3	-	-	PUNCT
ajlm-339	43	4	to	to	ADP
ajlm-339	43	5	-	-	PUNCT
ajlm-339	43	6	one	one	NUM
ajlm-339	43	7	or	or	CCONJ
ajlm-339	43	8	a	a	DET
ajlm-339	43	9	one	one	NUM
ajlm-339	43	10	-	-	PUNCT
ajlm-339	43	11	to	to	ADP
ajlm-339	43	12	-	-	PUNCT
ajlm-339	43	13	many	many	ADJ
ajlm-339	43	14	relationship	relationship	NOUN
ajlm-339	43	15	exists	exist	VERB
ajlm-339	43	16	between	between	ADP
ajlm-339	43	17	an	an	DET
ajlm-339	43	18	ell	ell	NOUN
ajlm-339	43	19	test	test	NOUN
ajlm-339	43	20	and	and	CCONJ
ajlm-339	43	21	the	the	DET
ajlm-339	43	22	tariff	tariff	NOUN
ajlm-339	43	23	code(s	code(s	NOUN
ajlm-339	43	24	)	)	PUNCT
ajlm-339	43	25	used	use	VERB
ajlm-339	43	26	by	by	ADP
ajlm-339	43	27	the	the	DET
ajlm-339	43	28	nhls	nhls	NOUN
ajlm-339	43	29	.	.	PUNCT
ajlm-339	44	1	for	for	ADP
ajlm-339	44	2	example	example	NOUN
ajlm-339	44	3	,	,	PUNCT
ajlm-339	44	4	the	the	DET
ajlm-339	44	5	cd4	cd4	PROPN
ajlm-339	44	6	test	test	NOUN
ajlm-339	44	7	represents	represent	VERB
ajlm-339	44	8	a	a	DET
ajlm-339	44	9	one	one	NUM
ajlm-339	44	10	-	-	PUNCT
ajlm-339	44	11	to	to	ADP
ajlm-339	44	12	-	-	PUNCT
ajlm-339	44	13	one	one	NUM
ajlm-339	44	14	relationship	relationship	NOUN
ajlm-339	44	15	.	.	PUNCT
ajlm-339	45	1	however	however	ADV
ajlm-339	45	2	,	,	PUNCT
ajlm-339	45	3	the	the	DET
ajlm-339	45	4	c	c	NOUN
ajlm-339	45	5	-	-	PUNCT
ajlm-339	45	6	reactive	reactive	ADJ
ajlm-339	45	7	protein	protein	NOUN
ajlm-339	45	8	test	test	NOUN
ajlm-339	45	9	has	have	VERB
ajlm-339	45	10	a	a	DET
ajlm-339	45	11	one	one	NUM
ajlm-339	45	12	-	-	PUNCT
ajlm-339	45	13	to	to	ADP
ajlm-339	45	14	-	-	PUNCT
ajlm-339	45	15	many	many	ADJ
ajlm-339	45	16	relationship	relationship	NOUN
ajlm-339	45	17	,	,	PUNCT
ajlm-339	45	18	as	as	SCONJ
ajlm-339	45	19	different	different	ADJ
ajlm-339	45	20	tariff	tariff	NOUN
ajlm-339	45	21	codes	code	NOUN
ajlm-339	45	22	are	be	AUX
ajlm-339	45	23	used	use	VERB
ajlm-339	45	24	based	base	VERB
ajlm-339	45	25	on	on	ADP
ajlm-339	45	26	the	the	DET
ajlm-339	45	27	laboratory	laboratory	NOUN
ajlm-339	45	28	methodology	methodology	NOUN
ajlm-339	45	29	,	,	PUNCT
ajlm-339	45	30	for	for	ADP
ajlm-339	45	31	example	example	NOUN
ajlm-339	45	32	,	,	PUNCT
ajlm-339	45	33	qualitative	qualitative	ADJ
ajlm-339	45	34	versus	versus	ADP
ajlm-339	45	35	quantitative	quantitative	ADJ
ajlm-339	45	36	test	test	NOUN
ajlm-339	45	37	.	.	PUNCT
ajlm-339	46	1	furthermore	furthermore	ADV
ajlm-339	46	2	,	,	PUNCT
ajlm-339	46	3	some	some	DET
ajlm-339	46	4	ell	ell	NOUN
ajlm-339	46	5	tests	test	NOUN
ajlm-339	46	6	follow	follow	VERB
ajlm-339	46	7	a	a	DET
ajlm-339	46	8	diagnostic	diagnostic	ADJ
ajlm-339	46	9	cascade	cascade	NOUN
ajlm-339	46	10	,	,	PUNCT
ajlm-339	46	11	whereby	whereby	SCONJ
ajlm-339	46	12	based	base	VERB
ajlm-339	46	13	on	on	ADP
ajlm-339	46	14	an	an	DET
ajlm-339	46	15	initial	initial	ADJ
ajlm-339	46	16	result	result	NOUN
ajlm-339	46	17	,	,	PUNCT
ajlm-339	46	18	a	a	DET
ajlm-339	46	19	subsequent	subsequent	ADJ
ajlm-339	46	20	investigation	investigation	NOUN
ajlm-339	46	21	is	be	AUX
ajlm-339	46	22	performed	perform	VERB
ajlm-339	46	23	,	,	PUNCT
ajlm-339	46	24	such	such	ADJ
ajlm-339	46	25	as	as	ADP
ajlm-339	46	26	microscopy	microscopy	NOUN
ajlm-339	46	27	,	,	PUNCT
ajlm-339	46	28	culture	culture	NOUN
ajlm-339	46	29	and	and	CCONJ
ajlm-339	46	30	sensitivity	sensitivity	NOUN
ajlm-339	46	31	.	.	PUNCT
ajlm-339	47	1	additionally	additionally	ADV
ajlm-339	47	2	,	,	PUNCT
ajlm-339	47	3	ell	ell	PROPN
ajlm-339	47	4	tests	test	NOUN
ajlm-339	47	5	were	be	AUX
ajlm-339	47	6	grouped	group	VERB
ajlm-339	47	7	into	into	ADP
ajlm-339	47	8	logical	logical	ADJ
ajlm-339	47	9	test	test	NOUN
ajlm-339	47	10	baskets	basket	NOUN
ajlm-339	47	11	,	,	PUNCT
ajlm-339	47	12	for	for	ADP
ajlm-339	47	13	example	example	NOUN
ajlm-339	47	14	,	,	PUNCT
ajlm-339	47	15	lipogram	lipogram	NOUN
ajlm-339	47	16	for	for	ADP
ajlm-339	47	17	cholesterol	cholesterol	NOUN
ajlm-339	47	18	and	and	CCONJ
ajlm-339	47	19	triglycerides	triglyceride	NOUN
ajlm-339	47	20	.	.	PUNCT
ajlm-339	48	1	for	for	ADP
ajlm-339	48	2	the	the	DET
ajlm-339	48	3	expenditure	expenditure	NOUN
ajlm-339	48	4	analysis	analysis	NOUN
ajlm-339	48	5	,	,	PUNCT
ajlm-339	48	6	a	a	DET
ajlm-339	48	7	microsoft	microsoft	PROPN
ajlm-339	48	8	access	access	NOUN
ajlm-339	48	9	2010	2010	NUM
ajlm-339	48	10	database	database	NOUN
ajlm-339	48	11	(	(	PUNCT
ajlm-339	48	12	microsoft	microsoft	PROPN
ajlm-339	48	13	corporation	corporation	PROPN
ajlm-339	48	14	,	,	PUNCT
ajlm-339	48	15	redmond	redmond	PROPN
ajlm-339	48	16	,	,	PUNCT
ajlm-339	48	17	washington	washington	PROPN
ajlm-339	48	18	,	,	PUNCT
ajlm-339	48	19	united	united	PROPN
ajlm-339	48	20	states	states	PROPN
ajlm-339	48	21	)	)	PUNCT
ajlm-339	48	22	was	be	AUX
ajlm-339	48	23	used	use	VERB
ajlm-339	48	24	and	and	CCONJ
ajlm-339	48	25	the	the	DET
ajlm-339	48	26	expenditures	expenditure	NOUN
ajlm-339	48	27	and	and	CCONJ
ajlm-339	48	28	ell	ell	VERB
ajlm-339	48	29	mapping	mapping	NOUN
ajlm-339	48	30	list	list	NOUN
ajlm-339	48	31	were	be	AUX
ajlm-339	48	32	imported	import	VERB
ajlm-339	48	33	as	as	ADP
ajlm-339	48	34	tables	table	NOUN
ajlm-339	48	35	.	.	PUNCT
ajlm-339	49	1	the	the	DET
ajlm-339	49	2	expenditure	expenditure	NOUN
ajlm-339	49	3	tariff	tariff	NOUN
ajlm-339	49	4	codes	code	NOUN
ajlm-339	49	5	were	be	AUX
ajlm-339	49	6	reported	report	VERB
ajlm-339	49	7	with	with	ADP
ajlm-339	49	8	the	the	DET
ajlm-339	49	9	ell	ell	PROPN
ajlm-339	49	10	test	test	NOUN
ajlm-339	49	11	by	by	ADP
ajlm-339	49	12	creating	create	VERB
ajlm-339	49	13	a	a	DET
ajlm-339	49	14	relationship	relationship	NOUN
ajlm-339	49	15	between	between	ADP
ajlm-339	49	16	the	the	DET
ajlm-339	49	17	two	two	NUM
ajlm-339	49	18	tables	table	NOUN
ajlm-339	49	19	.	.	PUNCT
ajlm-339	50	1	queries	query	NOUN
ajlm-339	50	2	were	be	AUX
ajlm-339	50	3	developed	develop	VERB
ajlm-339	50	4	to	to	PART
ajlm-339	50	5	report	report	VERB
ajlm-339	50	6	on	on	ADP
ajlm-339	50	7	tariff	tariff	NOUN
ajlm-339	50	8	code	code	NOUN
ajlm-339	50	9	expenditures	expenditure	NOUN
ajlm-339	50	10	based	base	VERB
ajlm-339	50	11	on	on	ADP
ajlm-339	50	12	the	the	DET
ajlm-339	50	13	ell	ell	PROPN
ajlm-339	50	14	test	test	NOUN
ajlm-339	50	15	.	.	PUNCT
ajlm-339	51	1	results	result	NOUN
ajlm-339	51	2	test	test	NOUN
ajlm-339	51	3	volumes	volume	NOUN
ajlm-339	51	4	and	and	CCONJ
ajlm-339	51	5	expenditures	expenditure	NOUN
ajlm-339	51	6	by	by	ADP
ajlm-339	51	7	health	health	NOUN
ajlm-339	51	8	district	district	NOUN
ajlm-339	51	9	approximately	approximately	ADV
ajlm-339	51	10	4.5	4.5	NUM
ajlm-339	51	11	million	million	NUM
ajlm-339	51	12	tests	test	NOUN
ajlm-339	51	13	accounted	account	VERB
ajlm-339	51	14	for	for	ADP
ajlm-339	51	15	approximately	approximately	ADV
ajlm-339	51	16	r339	r339	PROPN
ajlm-339	51	17	million	million	NUM
ajlm-339	51	18	in	in	ADP
ajlm-339	51	19	laboratory	laboratory	NOUN
ajlm-339	51	20	expenditures	expenditure	NOUN
ajlm-339	51	21	for	for	ADP
ajlm-339	51	22	diagnostic	diagnostic	ADJ
ajlm-339	51	23	laboratory	laboratory	NOUN
ajlm-339	51	24	tests	test	NOUN
ajlm-339	51	25	at	at	ADP
ajlm-339	51	26	the	the	DET
ajlm-339	51	27	phc	phc	PROPN
ajlm-339	51	28	facilities	facility	NOUN
ajlm-339	51	29	in	in	ADP
ajlm-339	51	30	the	the	DET
ajlm-339	51	31	11	11	NUM
ajlm-339	51	32	districts	district	NOUN
ajlm-339	51	33	during	during	ADP
ajlm-339	51	34	the	the	DET
ajlm-339	51	35	fy	fy	PROPN
ajlm-339	51	36	2013/2014	2013/2014	NUM
ajlm-339	51	37	study	study	NOUN
ajlm-339	51	38	period	period	NOUN
ajlm-339	51	39	(	(	PUNCT
ajlm-339	51	40	table	table	NOUN
ajlm-339	51	41	1	1	NUM
ajlm-339	51	42	)	)	PUNCT
ajlm-339	51	43	.	.	PUNCT
ajlm-339	52	1	phc	phc	PROPN
ajlm-339	52	2	facilities	facility	NOUN
ajlm-339	52	3	within	within	ADP
ajlm-339	52	4	the	the	DET
ajlm-339	52	5	city	city	NOUN
ajlm-339	52	6	of	of	ADP
ajlm-339	52	7	tshwane	tshwane	NOUN
ajlm-339	52	8	(	(	PUNCT
ajlm-339	52	9	gauteng	gauteng	PROPN
ajlm-339	52	10	)	)	PUNCT
ajlm-339	52	11	accounted	account	VERB
ajlm-339	52	12	for	for	ADP
ajlm-339	52	13	the	the	DET
ajlm-339	52	14	highest	high	ADJ
ajlm-339	52	15	proportion	proportion	NOUN
ajlm-339	52	16	of	of	ADP
ajlm-339	52	17	test	test	NOUN
ajlm-339	52	18	volume	volume	NOUN
ajlm-339	52	19	and	and	CCONJ
ajlm-339	52	20	laboratory	laboratory	NOUN
ajlm-339	52	21	expenditures	expenditure	NOUN
ajlm-339	52	22	,	,	PUNCT
ajlm-339	52	23	followed	follow	VERB
ajlm-339	52	24	by	by	ADP
ajlm-339	52	25	clinics	clinic	NOUN
ajlm-339	52	26	within	within	ADP
ajlm-339	52	27	the	the	DET
ajlm-339	52	28	or	or	CCONJ
ajlm-339	52	29	tambo	tambo	NOUN
ajlm-339	52	30	district	district	NOUN
ajlm-339	52	31	(	(	PUNCT
ajlm-339	52	32	eastern	eastern	ADJ
ajlm-339	52	33	cape	cape	NOUN
ajlm-339	52	34	)	)	PUNCT
ajlm-339	52	35	and	and	CCONJ
ajlm-339	52	36	umgungundlovu	umgungundlovu	PROPN
ajlm-339	52	37	district	district	PROPN
ajlm-339	52	38	(	(	PUNCT
ajlm-339	52	39	kwazulu	kwazulu	VERB
ajlm-339	52	40	-	-	NOUN
ajlm-339	52	41	natal	natal	NOUN
ajlm-339	52	42	)	)	PUNCT
ajlm-339	52	43	.	.	PUNCT
ajlm-339	53	1	table	table	NOUN
ajlm-339	53	2	1	1	NUM
ajlm-339	53	3	:	:	PUNCT
ajlm-339	53	4	 	 	SPACE
ajlm-339	53	5	test	test	NOUN
ajlm-339	53	6	volumes	volume	NOUN
ajlm-339	53	7	and	and	CCONJ
ajlm-339	53	8	laboratory	laboratory	NOUN
ajlm-339	53	9	expenditures	expenditure	NOUN
ajlm-339	53	10	for	for	ADP
ajlm-339	53	11	primary	primary	ADJ
ajlm-339	53	12	healthcare	healthcare	NOUN
ajlm-339	53	13	facilities	facility	NOUN
ajlm-339	53	14	within	within	ADP
ajlm-339	53	15	11	11	NUM
ajlm-339	53	16	national	national	ADJ
ajlm-339	53	17	health	health	NOUN
ajlm-339	53	18	insurance	insurance	NOUN
ajlm-339	53	19	pilot	pilot	NOUN
ajlm-339	53	20	districts	district	NOUN
ajlm-339	53	21	,	,	PUNCT
ajlm-339	53	22	south	south	PROPN
ajlm-339	53	23	africa	africa	PROPN
ajlm-339	53	24	,	,	PUNCT
ajlm-339	53	25	2013–2014.†	2013–2014.†	NUM
ajlm-339	53	26	total	total	ADJ
ajlm-339	53	27	expenditures	expenditure	NOUN
ajlm-339	53	28	on	on	ADP
ajlm-339	53	29	ell	ell	PROPN
ajlm-339	53	30	and	and	CCONJ
ajlm-339	53	31	non	non	ADJ
ajlm-339	53	32	-	-	ADJ
ajlm-339	53	33	ell	ell	ADJ
ajlm-339	53	34	laboratory	laboratory	NOUN
ajlm-339	53	35	tests	test	NOUN
ajlm-339	53	36	of	of	ADP
ajlm-339	53	37	all	all	DET
ajlm-339	53	38	laboratory	laboratory	NOUN
ajlm-339	53	39	expenditures	expenditure	NOUN
ajlm-339	53	40	for	for	ADP
ajlm-339	53	41	fy	fy	PROPN
ajlm-339	53	42	2013/2014	2013/2014	NUM
ajlm-339	53	43	,	,	PUNCT
ajlm-339	53	44	21	21	NUM
ajlm-339	53	45	tests	test	NOUN
ajlm-339	53	46	were	be	AUX
ajlm-339	53	47	responsible	responsible	ADJ
ajlm-339	53	48	for	for	ADP
ajlm-339	53	49	~92	~92	NUM
ajlm-339	53	50	%	%	NOUN
ajlm-339	53	51	(	(	PUNCT
ajlm-339	53	52	r310	r310	PROPN
ajlm-339	53	53	million	million	NUM
ajlm-339	53	54	)	)	PUNCT
ajlm-339	53	55	of	of	ADP
ajlm-339	53	56	the	the	DET
ajlm-339	53	57	total	total	ADJ
ajlm-339	53	58	(	(	PUNCT
ajlm-339	53	59	table	table	NOUN
ajlm-339	53	60	2	2	NUM
ajlm-339	53	61	)	)	PUNCT
ajlm-339	53	62	.	.	PUNCT
ajlm-339	54	1	laboratory	laboratory	NOUN
ajlm-339	54	2	tests	test	NOUN
ajlm-339	54	3	for	for	ADP
ajlm-339	54	4	patients	patient	NOUN
ajlm-339	54	5	living	live	VERB
ajlm-339	54	6	with	with	ADP
ajlm-339	54	7	hiv	hiv	PROPN
ajlm-339	54	8	were	be	AUX
ajlm-339	54	9	responsible	responsible	ADJ
ajlm-339	54	10	for	for	ADP
ajlm-339	54	11	~47	~47	ADP
ajlm-339	54	12	%	%	NOUN
ajlm-339	54	13	of	of	ADP
ajlm-339	54	14	all	all	DET
ajlm-339	54	15	expenditures	expenditure	NOUN
ajlm-339	54	16	,	,	PUNCT
ajlm-339	54	17	of	of	ADP
ajlm-339	54	18	which	which	PRON
ajlm-339	54	19	hiv	hiv	PROPN
ajlm-339	54	20	viral	viral	ADJ
ajlm-339	54	21	load	load	NOUN
ajlm-339	54	22	accounted	account	VERB
ajlm-339	54	23	for	for	ADP
ajlm-339	54	24	~32	~32	NUM
ajlm-339	54	25	%	%	NOUN
ajlm-339	54	26	of	of	ADP
ajlm-339	54	27	expenditures	expenditure	NOUN
ajlm-339	54	28	,	,	PUNCT
ajlm-339	54	29	cd4	cd4	PROPN
ajlm-339	54	30	for	for	ADP
ajlm-339	54	31	~10	~10	NOUN
ajlm-339	54	32	%	%	NOUN
ajlm-339	55	1	and	and	CCONJ
ajlm-339	55	2	hiv	hiv	PROPN
ajlm-339	55	3	dna	dna	PROPN
ajlm-339	55	4	pcr	pcr	PROPN
ajlm-339	55	5	for	for	ADP
ajlm-339	55	6	infants	infant	NOUN
ajlm-339	55	7	,	,	PUNCT
ajlm-339	55	8	~6	~6	ADJ
ajlm-339	55	9	%	%	NOUN
ajlm-339	55	10	.	.	PUNCT
ajlm-339	56	1	laboratory	laboratory	NOUN
ajlm-339	56	2	tests	test	NOUN
ajlm-339	56	3	for	for	ADP
ajlm-339	56	4	tuberculosis	tuberculosis	NOUN
ajlm-339	56	5	diagnosis	diagnosis	NOUN
ajlm-339	56	6	accounted	account	VERB
ajlm-339	56	7	for	for	ADP
ajlm-339	56	8	~21	~21	NOUN
ajlm-339	56	9	%	%	NOUN
ajlm-339	56	10	of	of	ADP
ajlm-339	56	11	the	the	DET
ajlm-339	56	12	expenditure	expenditure	NOUN
ajlm-339	56	13	,	,	PUNCT
ajlm-339	56	14	including	include	VERB
ajlm-339	56	15	tuberculosis	tuberculosis	NOUN
ajlm-339	56	16	microscopy	microscopy	NOUN
ajlm-339	56	17	(	(	PUNCT
ajlm-339	56	18	~2	~2	NOUN
ajlm-339	56	19	%	%	NOUN
ajlm-339	56	20	)	)	PUNCT
ajlm-339	56	21	,	,	PUNCT
ajlm-339	56	22	genexpert	genexpert	X
ajlm-339	56	23	(	(	PUNCT
ajlm-339	56	24	~18	~18	ADJ
ajlm-339	56	25	%	%	NOUN
ajlm-339	56	26	)	)	PUNCT
ajlm-339	57	1	and	and	CCONJ
ajlm-339	57	2	tuberculosis	tuberculosis	PRON
ajlm-339	57	3	culture	culture	NOUN
ajlm-339	57	4	(	(	PUNCT
ajlm-339	57	5	~1	~1	NOUN
ajlm-339	57	6	%	%	NOUN
ajlm-339	57	7	)	)	PUNCT
ajlm-339	57	8	.	.	PUNCT
ajlm-339	58	1	non	non	ADJ
ajlm-339	58	2	-	-	ADJ
ajlm-339	58	3	ell	ell	ADJ
ajlm-339	58	4	tests	test	NOUN
ajlm-339	58	5	such	such	ADJ
ajlm-339	58	6	as	as	ADP
ajlm-339	58	7	the	the	DET
ajlm-339	58	8	full	full	ADJ
ajlm-339	58	9	blood	blood	NOUN
ajlm-339	58	10	count	count	NOUN
ajlm-339	58	11	and	and	CCONJ
ajlm-339	58	12	the	the	DET
ajlm-339	58	13	urea	urea	NOUN
ajlm-339	58	14	and	and	CCONJ
ajlm-339	58	15	electrolyte	electrolyte	NOUN
ajlm-339	58	16	tests	test	NOUN
ajlm-339	58	17	were	be	AUX
ajlm-339	58	18	responsible	responsible	ADJ
ajlm-339	58	19	for	for	ADP
ajlm-339	58	20	5	5	NUM
ajlm-339	58	21	%	%	NOUN
ajlm-339	58	22	of	of	ADP
ajlm-339	58	23	expenditure	expenditure	NOUN
ajlm-339	58	24	(	(	PUNCT
ajlm-339	58	25	r16	r16	NOUN
ajlm-339	58	26	million	million	NUM
ajlm-339	58	27	)	)	PUNCT
ajlm-339	58	28	.	.	PUNCT
ajlm-339	59	1	table	table	NOUN
ajlm-339	59	2	2	2	NUM
ajlm-339	59	3	:	:	PUNCT
ajlm-339	59	4	 	 	SPACE
ajlm-339	59	5	laboratory	laboratory	NOUN
ajlm-339	59	6	tests	test	NOUN
ajlm-339	59	7	with	with	ADP
ajlm-339	59	8	the	the	DET
ajlm-339	59	9	highest	high	ADJ
ajlm-339	59	10	expenditures	expenditure	NOUN
ajlm-339	59	11	across	across	ADP
ajlm-339	59	12	the	the	DET
ajlm-339	59	13	11	11	NUM
ajlm-339	59	14	national	national	ADJ
ajlm-339	59	15	health	health	NOUN
ajlm-339	59	16	insurance	insurance	NOUN
ajlm-339	59	17	pilot	pilot	NOUN
ajlm-339	59	18	districts	district	NOUN
ajlm-339	59	19	,	,	PUNCT
ajlm-339	59	20	south	south	PROPN
ajlm-339	59	21	africa	africa	PROPN
ajlm-339	59	22	,	,	PUNCT
ajlm-339	59	23	2013–2014.†	2013–2014.†	NUM
ajlm-339	59	24	expenditure	expenditure	NOUN
ajlm-339	59	25	on	on	ADP
ajlm-339	59	26	non	non	ADJ
ajlm-339	59	27	-	-	ADJ
ajlm-339	59	28	ell	ell	ADJ
ajlm-339	59	29	tests	test	NOUN
ajlm-339	59	30	by	by	ADP
ajlm-339	59	31	district	district	NOUN
ajlm-339	59	32	across	across	ADP
ajlm-339	59	33	the	the	DET
ajlm-339	59	34	11	11	NUM
ajlm-339	59	35	nhi	nhi	PROPN
ajlm-339	59	36	pilot	pilot	NOUN
ajlm-339	59	37	districts	district	NOUN
ajlm-339	59	38	,	,	PUNCT
ajlm-339	59	39	10	10	NUM
ajlm-339	59	40	%	%	NOUN
ajlm-339	59	41	(	(	PUNCT
ajlm-339	59	42	r35	r35	PROPN
ajlm-339	59	43	million	million	NUM
ajlm-339	59	44	)	)	PUNCT
ajlm-339	59	45	of	of	ADP
ajlm-339	59	46	laboratory	laboratory	NOUN
ajlm-339	59	47	expenditures	expenditure	NOUN
ajlm-339	59	48	at	at	ADP
ajlm-339	59	49	phc	phc	PROPN
ajlm-339	59	50	facilities	facility	NOUN
ajlm-339	59	51	were	be	AUX
ajlm-339	59	52	for	for	ADP
ajlm-339	59	53	tests	test	NOUN
ajlm-339	59	54	that	that	PRON
ajlm-339	59	55	were	be	AUX
ajlm-339	59	56	not	not	PART
ajlm-339	59	57	included	include	VERB
ajlm-339	59	58	on	on	ADP
ajlm-339	59	59	the	the	DET
ajlm-339	59	60	ell	ell	NOUN
ajlm-339	59	61	(	(	PUNCT
ajlm-339	59	62	table	table	NOUN
ajlm-339	59	63	3	3	NUM
ajlm-339	59	64	)	)	PUNCT
ajlm-339	59	65	.	.	PUNCT
ajlm-339	60	1	in	in	ADP
ajlm-339	60	2	five	five	NUM
ajlm-339	60	3	districts	district	NOUN
ajlm-339	60	4	,	,	PUNCT
ajlm-339	60	5	including	include	VERB
ajlm-339	60	6	gert	gert	NOUN
ajlm-339	60	7	sibande	sibande	NOUN
ajlm-339	60	8	,	,	PUNCT
ajlm-339	60	9	pixley	pixley	PROPN
ajlm-339	60	10	ka	ka	PROPN
ajlm-339	60	11	seme	seme	PROPN
ajlm-339	60	12	,	,	PUNCT
ajlm-339	60	13	vhembe	vhembe	NOUN
ajlm-339	60	14	,	,	PUNCT
ajlm-339	60	15	city	city	NOUN
ajlm-339	60	16	of	of	ADP
ajlm-339	60	17	tshwane	tshwane	NOUN
ajlm-339	60	18	and	and	CCONJ
ajlm-339	60	19	dr	dr	PROPN
ajlm-339	60	20	kenneth	kenneth	PROPN
ajlm-339	60	21	kaunda	kaunda	PROPN
ajlm-339	60	22	,	,	PUNCT
ajlm-339	60	23	the	the	DET
ajlm-339	60	24	proportion	proportion	NOUN
ajlm-339	60	25	of	of	ADP
ajlm-339	60	26	tests	test	NOUN
ajlm-339	60	27	not	not	PART
ajlm-339	60	28	included	include	VERB
ajlm-339	60	29	on	on	ADP
ajlm-339	60	30	the	the	DET
ajlm-339	60	31	ell	ell	NOUN
ajlm-339	60	32	exceeded	exceed	VERB
ajlm-339	60	33	10	10	NUM
ajlm-339	60	34	%	%	NOUN
ajlm-339	60	35	of	of	ADP
ajlm-339	60	36	the	the	DET
ajlm-339	60	37	phc	phc	PROPN
ajlm-339	60	38	’s	’s	PART
ajlm-339	60	39	laboratory	laboratory	NOUN
ajlm-339	60	40	expenditure	expenditure	NOUN
ajlm-339	60	41	.	.	PUNCT
ajlm-339	61	1	table	table	NOUN
ajlm-339	61	2	3	3	NUM
ajlm-339	61	3	:	:	PUNCT
ajlm-339	61	4	 	 	SPACE
ajlm-339	61	5	laboratory	laboratory	NOUN
ajlm-339	61	6	expenditures	expenditure	NOUN
ajlm-339	61	7	for	for	ADP
ajlm-339	61	8	essential	essential	ADJ
ajlm-339	61	9	laboratory	laboratory	NOUN
ajlm-339	61	10	list	list	NOUN
ajlm-339	61	11	(	(	PUNCT
ajlm-339	61	12	ell	ell	NOUN
ajlm-339	61	13	)	)	PUNCT
ajlm-339	61	14	tests	test	NOUN
ajlm-339	61	15	and	and	CCONJ
ajlm-339	61	16	non	non	ADJ
ajlm-339	61	17	-	-	ADJ
ajlm-339	61	18	ell	ell	ADJ
ajlm-339	61	19	tests	test	NOUN
ajlm-339	61	20	within	within	ADP
ajlm-339	61	21	the	the	DET
ajlm-339	61	22	11	11	NUM
ajlm-339	61	23	national	national	ADJ
ajlm-339	61	24	health	health	NOUN
ajlm-339	61	25	insurance	insurance	NOUN
ajlm-339	61	26	pilot	pilot	NOUN
ajlm-339	61	27	districts	district	NOUN
ajlm-339	61	28	,	,	PUNCT
ajlm-339	61	29	south	south	PROPN
ajlm-339	61	30	africa	africa	PROPN
ajlm-339	61	31	,	,	PUNCT
ajlm-339	61	32	2013–2014.†	2013–2014.†	NUM
ajlm-339	61	33	profile	profile	NOUN
ajlm-339	61	34	of	of	ADP
ajlm-339	61	35	the	the	DET
ajlm-339	61	36	non	non	ADJ
ajlm-339	61	37	-	-	ADJ
ajlm-339	61	38	ell	ell	ADJ
ajlm-339	61	39	tests	test	NOUN
ajlm-339	61	40	processed	process	VERB
ajlm-339	61	41	of	of	ADP
ajlm-339	61	42	all	all	DET
ajlm-339	61	43	the	the	DET
ajlm-339	61	44	laboratory	laboratory	NOUN
ajlm-339	61	45	tests	test	NOUN
ajlm-339	61	46	not	not	PART
ajlm-339	61	47	included	include	VERB
ajlm-339	61	48	on	on	ADP
ajlm-339	61	49	the	the	DET
ajlm-339	61	50	ell	ell	NOUN
ajlm-339	61	51	,	,	PUNCT
ajlm-339	61	52	21	21	NUM
ajlm-339	61	53	tests	test	NOUN
ajlm-339	61	54	accounted	account	VERB
ajlm-339	61	55	for	for	ADP
ajlm-339	61	56	91	91	NUM
ajlm-339	61	57	%	%	NOUN
ajlm-339	61	58	(	(	PUNCT
ajlm-339	61	59	r31	r31	NOUN
ajlm-339	61	60	million	million	NUM
ajlm-339	61	61	)	)	PUNCT
ajlm-339	61	62	of	of	ADP
ajlm-339	61	63	the	the	DET
ajlm-339	61	64	total	total	ADJ
ajlm-339	61	65	non	non	ADJ
ajlm-339	61	66	-	-	ADJ
ajlm-339	61	67	ell	ell	ADJ
ajlm-339	61	68	laboratory	laboratory	NOUN
ajlm-339	61	69	expenditures	expenditure	NOUN
ajlm-339	61	70	(	(	PUNCT
ajlm-339	61	71	r35	r35	PROPN
ajlm-339	61	72	million	million	NUM
ajlm-339	61	73	)	)	PUNCT
ajlm-339	61	74	(	(	PUNCT
ajlm-339	61	75	figure	figure	NOUN
ajlm-339	61	76	1	1	NUM
ajlm-339	61	77	)	)	PUNCT
ajlm-339	61	78	.	.	PUNCT
ajlm-339	62	1	of	of	ADP
ajlm-339	62	2	these	these	DET
ajlm-339	62	3	tests	test	NOUN
ajlm-339	62	4	,	,	PUNCT
ajlm-339	62	5	the	the	DET
ajlm-339	62	6	full	full	ADJ
ajlm-339	62	7	blood	blood	NOUN
ajlm-339	62	8	count	count	NOUN
ajlm-339	62	9	(	(	PUNCT
ajlm-339	62	10	28	28	NUM
ajlm-339	62	11	%	%	NOUN
ajlm-339	62	12	)	)	PUNCT
ajlm-339	62	13	and	and	CCONJ
ajlm-339	62	14	urea	urea	NOUN
ajlm-339	62	15	and	and	CCONJ
ajlm-339	62	16	electrolyte	electrolyte	NOUN
ajlm-339	62	17	(	(	PUNCT
ajlm-339	62	18	20	20	NUM
ajlm-339	62	19	%	%	NOUN
ajlm-339	62	20	)	)	PUNCT
ajlm-339	62	21	tests	test	NOUN
ajlm-339	62	22	were	be	AUX
ajlm-339	62	23	the	the	DET
ajlm-339	62	24	main	main	ADJ
ajlm-339	62	25	cost	cost	NOUN
ajlm-339	62	26	drivers	driver	NOUN
ajlm-339	62	27	for	for	ADP
ajlm-339	62	28	non	non	ADJ
ajlm-339	62	29	-	-	ADJ
ajlm-339	62	30	ell	ell	ADJ
ajlm-339	62	31	tests	test	NOUN
ajlm-339	62	32	.	.	PUNCT
ajlm-339	63	1	the	the	DET
ajlm-339	63	2	third	third	ADJ
ajlm-339	63	3	main	main	ADJ
ajlm-339	63	4	contributor	contributor	NOUN
ajlm-339	63	5	was	be	AUX
ajlm-339	63	6	the	the	DET
ajlm-339	63	7	different	different	ADJ
ajlm-339	63	8	components	component	NOUN
ajlm-339	63	9	of	of	ADP
ajlm-339	63	10	the	the	DET
ajlm-339	63	11	liver	liver	NOUN
ajlm-339	63	12	function	function	NOUN
ajlm-339	63	13	test	test	NOUN
ajlm-339	63	14	,	,	PUNCT
ajlm-339	63	15	which	which	PRON
ajlm-339	63	16	together	together	ADV
ajlm-339	63	17	accounted	account	VERB
ajlm-339	63	18	for	for	ADP
ajlm-339	63	19	17	17	NUM
ajlm-339	63	20	%	%	NOUN
ajlm-339	63	21	of	of	ADP
ajlm-339	63	22	expenditures	expenditure	NOUN
ajlm-339	63	23	for	for	ADP
ajlm-339	63	24	non	non	ADJ
ajlm-339	63	25	-	-	ADJ
ajlm-339	63	26	ell	ell	ADJ
ajlm-339	63	27	tests	test	NOUN
ajlm-339	63	28	(	(	PUNCT
ajlm-339	63	29	aspartate	aspartate	NOUN
ajlm-339	63	30	transaminase	transaminase	NOUN
ajlm-339	63	31	,	,	PUNCT
ajlm-339	63	32	5	5	NUM
ajlm-339	63	33	%	%	NOUN
ajlm-339	63	34	;	;	PUNCT
ajlm-339	63	35	total	total	ADJ
ajlm-339	63	36	protein	protein	NOUN
ajlm-339	63	37	,	,	PUNCT
ajlm-339	63	38	2	2	NUM
ajlm-339	63	39	%	%	NOUN
ajlm-339	63	40	;	;	PUNCT
ajlm-339	63	41	albumin	albumin	NOUN
ajlm-339	63	42	,	,	PUNCT
ajlm-339	63	43	4	4	NUM
ajlm-339	63	44	%	%	NOUN
ajlm-339	63	45	;	;	PUNCT
ajlm-339	63	46	total	total	ADJ
ajlm-339	63	47	bilirubin	bilirubin	NOUN
ajlm-339	63	48	,	,	PUNCT
ajlm-339	63	49	3	3	NUM
ajlm-339	63	50	%	%	NOUN
ajlm-339	63	51	;	;	PUNCT
ajlm-339	63	52	direct	direct	ADJ
ajlm-339	63	53	bilirubin	bilirubin	NOUN
ajlm-339	63	54	,	,	PUNCT
ajlm-339	63	55	2	2	NUM
ajlm-339	63	56	%	%	NOUN
ajlm-339	63	57	;	;	PUNCT
ajlm-339	63	58	and	and	CCONJ
ajlm-339	63	59	lactate	lactate	NOUN
ajlm-339	63	60	dehydrogenase	dehydrogenase	NOUN
ajlm-339	63	61	,	,	PUNCT
ajlm-339	63	62	1	1	NUM
ajlm-339	63	63	%	%	NOUN
ajlm-339	63	64	)	)	PUNCT
ajlm-339	63	65	.	.	PUNCT
ajlm-339	64	1	rhesus	rhesus	NOUN
ajlm-339	64	2	factor	factor	NOUN
ajlm-339	64	3	laboratory	laboratory	NOUN
ajlm-339	64	4	tests	test	NOUN
ajlm-339	64	5	accounted	account	VERB
ajlm-339	64	6	for	for	ADP
ajlm-339	64	7	10	10	NUM
ajlm-339	64	8	%	%	NOUN
ajlm-339	64	9	of	of	ADP
ajlm-339	64	10	the	the	DET
ajlm-339	64	11	non	non	ADJ
ajlm-339	64	12	-	-	ADJ
ajlm-339	64	13	ell	ell	ADJ
ajlm-339	64	14	laboratory	laboratory	NOUN
ajlm-339	64	15	expenditures	expenditure	NOUN
ajlm-339	64	16	.	.	PUNCT
ajlm-339	65	1	the	the	DET
ajlm-339	65	2	remaining	remain	VERB
ajlm-339	65	3	non	non	ADJ
ajlm-339	65	4	-	-	ADJ
ajlm-339	65	5	ell	ell	ADJ
ajlm-339	65	6	tests	test	NOUN
ajlm-339	65	7	accounted	account	VERB
ajlm-339	65	8	for	for	ADP
ajlm-339	65	9	9	9	NUM
ajlm-339	65	10	%	%	NOUN
ajlm-339	65	11	of	of	ADP
ajlm-339	65	12	non	non	ADJ
ajlm-339	65	13	-	-	ADJ
ajlm-339	65	14	ell	ell	ADJ
ajlm-339	65	15	expenditure	expenditure	NOUN
ajlm-339	65	16	.	.	PUNCT
ajlm-339	66	1	figure	figure	NOUN
ajlm-339	66	2	1	1	NUM
ajlm-339	66	3	:	:	PUNCT
ajlm-339	66	4	non	non	ADJ
ajlm-339	66	5	-	-	ADJ
ajlm-339	66	6	ell	ell	ADJ
ajlm-339	66	7	expenditures	expenditure	NOUN
ajlm-339	66	8	within	within	ADP
ajlm-339	66	9	the	the	DET
ajlm-339	66	10	11	11	NUM
ajlm-339	66	11	national	national	ADJ
ajlm-339	66	12	health	health	NOUN
ajlm-339	66	13	insurance	insurance	NOUN
ajlm-339	66	14	pilot	pilot	NOUN
ajlm-339	66	15	districts	district	NOUN
ajlm-339	66	16	,	,	PUNCT
ajlm-339	66	17	south	south	PROPN
ajlm-339	66	18	africa	africa	PROPN
ajlm-339	66	19	,	,	PUNCT
ajlm-339	66	20	2013−2014	2013−2014	NUM
ajlm-339	66	21	.	.	PUNCT
ajlm-339	67	1	analysis	analysis	NOUN
ajlm-339	67	2	included	include	VERB
ajlm-339	67	3	data	datum	NOUN
ajlm-339	67	4	for	for	ADP
ajlm-339	67	5	the	the	DET
ajlm-339	67	6	21	21	NUM
ajlm-339	67	7	most	most	ADV
ajlm-339	67	8	common	common	ADJ
ajlm-339	67	9	tests	test	NOUN
ajlm-339	67	10	not	not	PART
ajlm-339	67	11	on	on	ADP
ajlm-339	67	12	the	the	DET
ajlm-339	67	13	ell	ell	NOUN
ajlm-339	67	14	that	that	PRON
ajlm-339	67	15	were	be	AUX
ajlm-339	67	16	billed	bill	VERB
ajlm-339	67	17	in	in	ADP
ajlm-339	67	18	financial	financial	ADJ
ajlm-339	67	19	year	year	NOUN
ajlm-339	67	20	2013/2014	2013/2014	NUM
ajlm-339	67	21	,	,	PUNCT
ajlm-339	67	22	which	which	PRON
ajlm-339	67	23	began	begin	VERB
ajlm-339	67	24	on	on	ADP
ajlm-339	67	25	01	01	NUM
ajlm-339	67	26	april	april	PROPN
ajlm-339	67	27	2013	2013	NUM
ajlm-339	67	28	and	and	CCONJ
ajlm-339	67	29	ended	end	VERB
ajlm-339	67	30	31	31	NUM
ajlm-339	67	31	march	march	NOUN
ajlm-339	67	32	2014	2014	NUM
ajlm-339	67	33	.	.	PUNCT
ajlm-339	68	1	these	these	DET
ajlm-339	68	2	21	21	NUM
ajlm-339	68	3	tests	test	NOUN
ajlm-339	68	4	represented	represent	VERB
ajlm-339	68	5	91	91	NUM
ajlm-339	68	6	%	%	NOUN
ajlm-339	68	7	of	of	ADP
ajlm-339	68	8	‘	'	PUNCT
ajlm-339	68	9	inappropriate	inappropriate	ADJ
ajlm-339	68	10	’	'	PUNCT
ajlm-339	68	11	(	(	PUNCT
ajlm-339	68	12	non	non	ADJ
ajlm-339	68	13	-	-	ADJ
ajlm-339	68	14	ell	ell	ADJ
ajlm-339	68	15	)	)	PUNCT
ajlm-339	68	16	laboratory	laboratory	NOUN
ajlm-339	68	17	expenditures	expenditure	NOUN
ajlm-339	68	18	for	for	ADP
ajlm-339	68	19	the	the	DET
ajlm-339	68	20	phc	phc	PROPN
ajlm-339	68	21	facilities	facility	NOUN
ajlm-339	68	22	within	within	ADP
ajlm-339	68	23	the	the	DET
ajlm-339	68	24	11	11	NUM
ajlm-339	68	25	nhi	nhi	NOUN
ajlm-339	68	26	pilot	pilot	NOUN
ajlm-339	68	27	districts	district	NOUN
ajlm-339	68	28	.	.	PUNCT
ajlm-339	69	1	discussion	discussion	NOUN
ajlm-339	69	2	this	this	DET
ajlm-339	69	3	retrospective	retrospective	ADJ
ajlm-339	69	4	analysis	analysis	NOUN
ajlm-339	69	5	of	of	ADP
ajlm-339	69	6	laboratory	laboratory	NOUN
ajlm-339	69	7	expenditure	expenditure	NOUN
ajlm-339	69	8	data	datum	NOUN
ajlm-339	69	9	for	for	ADP
ajlm-339	69	10	fy	fy	PROPN
ajlm-339	69	11	2013/2014	2013/2014	NUM
ajlm-339	69	12	indicated	indicate	VERB
ajlm-339	69	13	that	that	SCONJ
ajlm-339	69	14	facilities	facility	NOUN
ajlm-339	69	15	within	within	ADP
ajlm-339	69	16	the	the	DET
ajlm-339	69	17	11	11	NUM
ajlm-339	69	18	nhi	nhi	PROPN
ajlm-339	69	19	pilot	pilot	NOUN
ajlm-339	69	20	districts	district	NOUN
ajlm-339	69	21	accounted	account	VERB
ajlm-339	69	22	for	for	ADP
ajlm-339	69	23	approximately	approximately	ADV
ajlm-339	69	24	r339	r339	PROPN
ajlm-339	69	25	million	million	NUM
ajlm-339	69	26	of	of	ADP
ajlm-339	69	27	all	all	DET
ajlm-339	69	28	phc	phc	PROPN
ajlm-339	69	29	facility	facility	NOUN
ajlm-339	69	30	expenditures	expenditure	NOUN
ajlm-339	69	31	for	for	ADP
ajlm-339	69	32	diagnostic	diagnostic	ADJ
ajlm-339	69	33	laboratory	laboratory	NOUN
ajlm-339	69	34	tests	test	NOUN
ajlm-339	69	35	.	.	PUNCT
ajlm-339	70	1	the	the	DET
ajlm-339	70	2	city	city	NOUN
ajlm-339	70	3	of	of	ADP
ajlm-339	70	4	tshwane	tshwane	NOUN
ajlm-339	70	5	had	have	VERB
ajlm-339	70	6	the	the	DET
ajlm-339	70	7	highest	high	ADJ
ajlm-339	70	8	proportion	proportion	NOUN
ajlm-339	70	9	for	for	ADP
ajlm-339	70	10	test	test	NOUN
ajlm-339	70	11	volume	volume	NOUN
ajlm-339	70	12	and	and	CCONJ
ajlm-339	70	13	laboratory	laboratory	NOUN
ajlm-339	70	14	expenditure	expenditure	NOUN
ajlm-339	70	15	,	,	PUNCT
ajlm-339	70	16	followed	follow	VERB
ajlm-339	70	17	by	by	ADP
ajlm-339	70	18	facilities	facility	NOUN
ajlm-339	70	19	within	within	ADP
ajlm-339	70	20	the	the	DET
ajlm-339	70	21	or	or	CCONJ
ajlm-339	70	22	tambo	tambo	NOUN
ajlm-339	70	23	and	and	CCONJ
ajlm-339	70	24	umgungundlovu	umgungundlovu	ADJ
ajlm-339	70	25	districts	district	NOUN
ajlm-339	70	26	.	.	PUNCT
ajlm-339	71	1	diagnostic	diagnostic	ADJ
ajlm-339	71	2	tests	test	NOUN
ajlm-339	71	3	for	for	ADP
ajlm-339	71	4	hiv	hiv	PROPN
ajlm-339	71	5	and	and	CCONJ
ajlm-339	71	6	tuberculosis	tuberculosis	NOUN
ajlm-339	71	7	were	be	AUX
ajlm-339	71	8	the	the	DET
ajlm-339	71	9	main	main	ADJ
ajlm-339	71	10	cost	cost	NOUN
ajlm-339	71	11	drivers	driver	NOUN
ajlm-339	71	12	for	for	ADP
ajlm-339	71	13	laboratory	laboratory	NOUN
ajlm-339	71	14	expenditure	expenditure	NOUN
ajlm-339	71	15	.	.	PUNCT
ajlm-339	72	1	of	of	ADP
ajlm-339	72	2	the	the	DET
ajlm-339	72	3	estimated	estimate	VERB
ajlm-339	72	4	r339	r339	PROPN
ajlm-339	72	5	million	million	NUM
ajlm-339	72	6	total	total	NOUN
ajlm-339	72	7	,	,	PUNCT
ajlm-339	72	8	approximately	approximately	ADV
ajlm-339	72	9	r35	r35	NUM
ajlm-339	72	10	million	million	NUM
ajlm-339	72	11	(	(	PUNCT
ajlm-339	72	12	10	10	NUM
ajlm-339	72	13	%	%	NOUN
ajlm-339	72	14	)	)	PUNCT
ajlm-339	72	15	were	be	AUX
ajlm-339	72	16	for	for	ADP
ajlm-339	72	17	non	non	ADJ
ajlm-339	72	18	-	-	ADJ
ajlm-339	72	19	ell	ell	ADJ
ajlm-339	72	20	tests	test	NOUN
ajlm-339	72	21	.	.	PUNCT
ajlm-339	73	1	full	full	ADJ
ajlm-339	73	2	blood	blood	NOUN
ajlm-339	73	3	count	count	NOUN
ajlm-339	73	4	,	,	PUNCT
ajlm-339	73	5	urea	urea	NOUN
ajlm-339	73	6	and	and	CCONJ
ajlm-339	73	7	electrolyte	electrolyte	NOUN
ajlm-339	73	8	profiles	profile	NOUN
ajlm-339	73	9	,	,	PUNCT
ajlm-339	73	10	as	as	ADV
ajlm-339	73	11	well	well	ADV
ajlm-339	73	12	as	as	ADP
ajlm-339	73	13	liver	liver	NOUN
ajlm-339	73	14	function	function	NOUN
ajlm-339	73	15	tests	test	NOUN
ajlm-339	73	16	usually	usually	ADV
ajlm-339	73	17	done	do	VERB
ajlm-339	73	18	to	to	PART
ajlm-339	73	19	support	support	VERB
ajlm-339	73	20	the	the	DET
ajlm-339	73	21	holistic	holistic	ADJ
ajlm-339	73	22	management	management	NOUN
ajlm-339	73	23	of	of	ADP
ajlm-339	73	24	patients	patient	NOUN
ajlm-339	73	25	on	on	ADP
ajlm-339	73	26	art	art	NOUN
ajlm-339	73	27	,	,	PUNCT
ajlm-339	73	28	were	be	AUX
ajlm-339	73	29	the	the	DET
ajlm-339	73	30	main	main	ADJ
ajlm-339	73	31	cost	cost	NOUN
ajlm-339	73	32	drivers	driver	NOUN
ajlm-339	73	33	for	for	ADP
ajlm-339	73	34	non	non	ADJ
ajlm-339	73	35	-	-	ADJ
ajlm-339	73	36	ell	ell	ADJ
ajlm-339	73	37	tests	test	NOUN
ajlm-339	73	38	.	.	PUNCT
ajlm-339	74	1	public	public	ADJ
ajlm-339	74	2	health	health	NOUN
ajlm-339	74	3	expenditures	expenditure	NOUN
ajlm-339	74	4	overall	overall	ADV
ajlm-339	74	5	are	be	AUX
ajlm-339	74	6	expected	expect	VERB
ajlm-339	74	7	to	to	PART
ajlm-339	74	8	increase	increase	VERB
ajlm-339	74	9	by	by	ADP
ajlm-339	74	10	an	an	DET
ajlm-339	74	11	average	average	NOUN
ajlm-339	74	12	of	of	ADP
ajlm-339	74	13	7.9	7.9	NUM
ajlm-339	74	14	%	%	NOUN
ajlm-339	74	15	between	between	ADP
ajlm-339	74	16	fy	fy	PROPN
ajlm-339	74	17	2014/2015	2014/2015	PROPN
ajlm-339	74	18	and	and	CCONJ
ajlm-339	74	19	fy	fy	PROPN
ajlm-339	74	20	2016/2017.6	2016/2017.6	NUM
ajlm-339	74	21	laboratory	laboratory	NOUN
ajlm-339	74	22	expenditures	expenditure	NOUN
ajlm-339	74	23	are	be	AUX
ajlm-339	74	24	expected	expect	VERB
ajlm-339	74	25	to	to	PART
ajlm-339	74	26	increase	increase	VERB
ajlm-339	74	27	by	by	ADP
ajlm-339	74	28	an	an	DET
ajlm-339	74	29	average	average	NOUN
ajlm-339	74	30	of	of	ADP
ajlm-339	74	31	17.7	17.7	NUM
ajlm-339	74	32	%	%	NOUN
ajlm-339	74	33	during	during	ADP
ajlm-339	74	34	the	the	DET
ajlm-339	74	35	same	same	ADJ
ajlm-339	74	36	time	time	NOUN
ajlm-339	74	37	period	period	NOUN
ajlm-339	74	38	.	.	PUNCT
ajlm-339	75	1	this	this	PRON
ajlm-339	75	2	is	be	AUX
ajlm-339	75	3	likely	likely	ADJ
ajlm-339	75	4	to	to	PART
ajlm-339	75	5	increase	increase	VERB
ajlm-339	75	6	budgetary	budgetary	ADJ
ajlm-339	75	7	pressures	pressure	NOUN
ajlm-339	75	8	on	on	ADP
ajlm-339	75	9	an	an	DET
ajlm-339	75	10	already	already	ADV
ajlm-339	75	11	cash	cash	NOUN
ajlm-339	75	12	-	-	PUNCT
ajlm-339	75	13	strapped	strap	VERB
ajlm-339	75	14	public	public	ADJ
ajlm-339	75	15	health	health	NOUN
ajlm-339	75	16	sector	sector	NOUN
ajlm-339	75	17	and	and	CCONJ
ajlm-339	75	18	,	,	PUNCT
ajlm-339	75	19	in	in	ADP
ajlm-339	75	20	particular	particular	ADJ
ajlm-339	75	21	,	,	PUNCT
ajlm-339	75	22	on	on	ADP
ajlm-339	75	23	the	the	DET
ajlm-339	75	24	nhls	nhls	NOUN
ajlm-339	75	25	.	.	PUNCT
ajlm-339	76	1	however	however	ADV
ajlm-339	76	2	,	,	PUNCT
ajlm-339	76	3	despite	despite	SCONJ
ajlm-339	76	4	these	these	DET
ajlm-339	76	5	financial	financial	ADJ
ajlm-339	76	6	constraints	constraint	NOUN
ajlm-339	76	7	,	,	PUNCT
ajlm-339	76	8	the	the	DET
ajlm-339	76	9	nhls	nhls	NOUN
ajlm-339	76	10	is	be	AUX
ajlm-339	76	11	expected	expect	VERB
ajlm-339	76	12	to	to	PART
ajlm-339	76	13	provide	provide	VERB
ajlm-339	76	14	or	or	CCONJ
ajlm-339	76	15	maintain	maintain	VERB
ajlm-339	76	16	the	the	DET
ajlm-339	76	17	same	same	ADJ
ajlm-339	76	18	standard	standard	NOUN
ajlm-339	76	19	of	of	ADP
ajlm-339	76	20	service	service	NOUN
ajlm-339	76	21	.	.	PUNCT
ajlm-339	77	1	laboratory	laboratory	NOUN
ajlm-339	77	2	,	,	PUNCT
ajlm-339	77	3	patient	patient	NOUN
ajlm-339	77	4	,	,	PUNCT
ajlm-339	77	5	healthcare	healthcare	NOUN
ajlm-339	77	6	provider	provider	NOUN
ajlm-339	77	7	and	and	CCONJ
ajlm-339	77	8	systemic	systemic	ADJ
ajlm-339	77	9	factors	factor	NOUN
ajlm-339	77	10	are	be	AUX
ajlm-339	77	11	often	often	ADV
ajlm-339	77	12	cited	cite	VERB
ajlm-339	77	13	as	as	ADP
ajlm-339	77	14	potential	potential	ADJ
ajlm-339	77	15	reasons	reason	NOUN
ajlm-339	77	16	for	for	ADP
ajlm-339	77	17	‘	'	PUNCT
ajlm-339	77	18	inappropriate	inappropriate	ADJ
ajlm-339	77	19	laboratory	laboratory	NOUN
ajlm-339	77	20	tests	test	NOUN
ajlm-339	77	21	requests’.7	requests’.7	VERB
ajlm-339	77	22	laboratory	laboratory	NOUN
ajlm-339	77	23	factors	factor	NOUN
ajlm-339	77	24	include	include	VERB
ajlm-339	77	25	prolonged	prolong	VERB
ajlm-339	77	26	turn	turn	NOUN
ajlm-339	77	27	-	-	PUNCT
ajlm-339	77	28	around	around	ADP
ajlm-339	77	29	-	-	PUNCT
ajlm-339	77	30	times	time	NOUN
ajlm-339	77	31	,	,	PUNCT
ajlm-339	77	32	inability	inability	NOUN
ajlm-339	77	33	to	to	PART
ajlm-339	77	34	access	access	VERB
ajlm-339	77	35	results	result	NOUN
ajlm-339	77	36	due	due	ADP
ajlm-339	77	37	to	to	ADP
ajlm-339	77	38	the	the	DET
ajlm-339	77	39	lack	lack	NOUN
ajlm-339	77	40	of	of	ADP
ajlm-339	77	41	information	information	NOUN
ajlm-339	77	42	systems	system	NOUN
ajlm-339	77	43	,	,	PUNCT
ajlm-339	77	44	laboratory	laboratory	NOUN
ajlm-339	77	45	request	request	NOUN
ajlm-339	77	46	forms	form	NOUN
ajlm-339	77	47	that	that	PRON
ajlm-339	77	48	enable	enable	VERB
ajlm-339	77	49	the	the	DET
ajlm-339	77	50	request	request	NOUN
ajlm-339	77	51	of	of	ADP
ajlm-339	77	52	a	a	DET
ajlm-339	77	53	panel	panel	NOUN
ajlm-339	77	54	test	test	NOUN
ajlm-339	77	55	rather	rather	ADV
ajlm-339	77	56	than	than	ADP
ajlm-339	77	57	an	an	DET
ajlm-339	77	58	individual	individual	ADJ
ajlm-339	77	59	test	test	NOUN
ajlm-339	77	60	and	and	CCONJ
ajlm-339	77	61	the	the	DET
ajlm-339	77	62	availability	availability	NOUN
ajlm-339	77	63	of	of	ADP
ajlm-339	77	64	an	an	DET
ajlm-339	77	65	open	open	ADJ
ajlm-339	77	66	-	-	PUNCT
ajlm-339	77	67	ended	ended	ADJ
ajlm-339	77	68	,	,	PUNCT
ajlm-339	77	69	‘	'	PUNCT
ajlm-339	77	70	other	other	ADJ
ajlm-339	77	71	tests	test	NOUN
ajlm-339	77	72	’	'	PUNCT
ajlm-339	77	73	box.7	box.7	ADJ
ajlm-339	77	74	healthcare	healthcare	NOUN
ajlm-339	77	75	providers	provider	NOUN
ajlm-339	77	76	may	may	AUX
ajlm-339	77	77	inappropriately	inappropriately	ADV
ajlm-339	77	78	request	request	VERB
ajlm-339	77	79	tests	test	NOUN
ajlm-339	77	80	because	because	SCONJ
ajlm-339	77	81	of	of	ADP
ajlm-339	77	82	inexperience	inexperience	NOUN
ajlm-339	77	83	,	,	PUNCT
ajlm-339	77	84	inadequate	inadequate	ADJ
ajlm-339	77	85	understanding	understanding	NOUN
ajlm-339	77	86	or	or	CCONJ
ajlm-339	77	87	lack	lack	NOUN
ajlm-339	77	88	of	of	ADP
ajlm-339	77	89	awareness	awareness	NOUN
ajlm-339	77	90	regarding	regard	VERB
ajlm-339	77	91	the	the	DET
ajlm-339	77	92	guidelines	guideline	NOUN
ajlm-339	77	93	or	or	CCONJ
ajlm-339	77	94	protocols	protocol	NOUN
ajlm-339	77	95	of	of	ADP
ajlm-339	77	96	management	management	NOUN
ajlm-339	77	97	,	,	PUNCT
ajlm-339	77	98	a	a	DET
ajlm-339	77	99	lack	lack	NOUN
ajlm-339	77	100	of	of	ADP
ajlm-339	77	101	information	information	NOUN
ajlm-339	77	102	about	about	ADP
ajlm-339	77	103	the	the	DET
ajlm-339	77	104	unit	unit	NOUN
ajlm-339	77	105	cost	cost	NOUN
ajlm-339	77	106	of	of	ADP
ajlm-339	77	107	each	each	DET
ajlm-339	77	108	test	test	NOUN
ajlm-339	77	109	,	,	PUNCT
ajlm-339	77	110	or	or	CCONJ
ajlm-339	77	111	routine	routine	ADJ
ajlm-339	77	112	practice.11	practice.11	NOUN
ajlm-339	77	113	additionally	additionally	ADV
ajlm-339	77	114	,	,	PUNCT
ajlm-339	77	115	the	the	DET
ajlm-339	77	116	poor	poor	ADJ
ajlm-339	77	117	filing	filing	NOUN
ajlm-339	77	118	systems	system	NOUN
ajlm-339	77	119	within	within	ADP
ajlm-339	77	120	health	health	NOUN
ajlm-339	77	121	facilities	facility	NOUN
ajlm-339	77	122	often	often	ADV
ajlm-339	77	123	result	result	VERB
ajlm-339	77	124	in	in	ADP
ajlm-339	77	125	duplicate	duplicate	ADJ
ajlm-339	77	126	test	test	NOUN
ajlm-339	77	127	requests.7	requests.7	NOUN
ajlm-339	77	128	in	in	ADP
ajlm-339	77	129	2008	2008	NUM
ajlm-339	77	130	,	,	PUNCT
ajlm-339	77	131	the	the	DET
ajlm-339	77	132	carter	carter	PROPN
ajlm-339	77	133	review	review	NOUN
ajlm-339	77	134	noted	note	VERB
ajlm-339	77	135	that	that	SCONJ
ajlm-339	77	136	25	25	NUM
ajlm-339	77	137	%	%	NOUN
ajlm-339	77	138	of	of	ADP
ajlm-339	77	139	pathology	pathology	NOUN
ajlm-339	77	140	tests	test	NOUN
ajlm-339	77	141	conducted	conduct	VERB
ajlm-339	77	142	in	in	ADP
ajlm-339	77	143	the	the	DET
ajlm-339	77	144	united	united	PROPN
ajlm-339	77	145	kingdom	kingdom	PROPN
ajlm-339	77	146	national	national	PROPN
ajlm-339	77	147	health	health	PROPN
ajlm-339	77	148	service	service	NOUN
ajlm-339	77	149	were	be	AUX
ajlm-339	77	150	unnecessary7	unnecessary7	PROPN
ajlm-339	77	151	and	and	CCONJ
ajlm-339	77	152	the	the	DET
ajlm-339	77	153	implementation	implementation	NOUN
ajlm-339	77	154	of	of	ADP
ajlm-339	77	155	demand	demand	NOUN
ajlm-339	77	156	management	management	NOUN
ajlm-339	77	157	would	would	AUX
ajlm-339	77	158	conservatively	conservatively	ADV
ajlm-339	77	159	result	result	VERB
ajlm-339	77	160	in	in	ADP
ajlm-339	77	161	a	a	DET
ajlm-339	77	162	20	20	NUM
ajlm-339	77	163	%	%	NOUN
ajlm-339	77	164	savings	saving	NOUN
ajlm-339	77	165	in	in	ADP
ajlm-339	77	166	laboratory	laboratory	NOUN
ajlm-339	77	167	expenditures.12	expenditures.12	NOUN
ajlm-339	77	168	our	our	PRON
ajlm-339	77	169	study	study	NOUN
ajlm-339	77	170	found	find	VERB
ajlm-339	77	171	that	that	SCONJ
ajlm-339	77	172	an	an	DET
ajlm-339	77	173	average	average	NOUN
ajlm-339	77	174	of	of	ADP
ajlm-339	77	175	10	10	NUM
ajlm-339	77	176	%	%	NOUN
ajlm-339	77	177	of	of	ADP
ajlm-339	77	178	the	the	DET
ajlm-339	77	179	laboratory	laboratory	NOUN
ajlm-339	77	180	test	test	NOUN
ajlm-339	77	181	expenditures	expenditure	NOUN
ajlm-339	77	182	at	at	ADP
ajlm-339	77	183	the	the	DET
ajlm-339	77	184	phc	phc	PROPN
ajlm-339	77	185	level	level	NOUN
ajlm-339	77	186	were	be	AUX
ajlm-339	77	187	for	for	ADP
ajlm-339	77	188	non	non	ADJ
ajlm-339	77	189	-	-	ADJ
ajlm-339	77	190	ell	ell	ADJ
ajlm-339	77	191	tests	test	NOUN
ajlm-339	77	192	.	.	PUNCT
ajlm-339	78	1	if	if	SCONJ
ajlm-339	78	2	use	use	NOUN
ajlm-339	78	3	of	of	ADP
ajlm-339	78	4	the	the	DET
ajlm-339	78	5	demand	demand	NOUN
ajlm-339	78	6	-	-	PUNCT
ajlm-339	78	7	management	management	NOUN
ajlm-339	78	8	-	-	PUNCT
ajlm-339	78	9	based	base	VERB
ajlm-339	78	10	ell	ell	NOUN
ajlm-339	78	11	were	be	AUX
ajlm-339	78	12	extended	extend	VERB
ajlm-339	78	13	to	to	ADP
ajlm-339	78	14	district	district	NOUN
ajlm-339	78	15	,	,	PUNCT
ajlm-339	78	16	regional	regional	ADJ
ajlm-339	78	17	and	and	CCONJ
ajlm-339	78	18	tertiary	tertiary	ADJ
ajlm-339	78	19	hospitals	hospital	NOUN
ajlm-339	78	20	,	,	PUNCT
ajlm-339	78	21	the	the	DET
ajlm-339	78	22	savings	saving	NOUN
ajlm-339	78	23	would	would	AUX
ajlm-339	78	24	be	be	AUX
ajlm-339	78	25	in	in	ADP
ajlm-339	78	26	line	line	NOUN
ajlm-339	78	27	with	with	ADP
ajlm-339	78	28	the	the	DET
ajlm-339	78	29	carter	carter	PROPN
ajlm-339	78	30	estimate	estimate	NOUN
ajlm-339	78	31	.	.	PUNCT
ajlm-339	79	1	a	a	DET
ajlm-339	79	2	conservative	conservative	ADJ
ajlm-339	79	3	estimate	estimate	NOUN
ajlm-339	79	4	based	base	VERB
ajlm-339	79	5	on	on	ADP
ajlm-339	79	6	the	the	DET
ajlm-339	79	7	10	10	NUM
ajlm-339	79	8	%	%	NOUN
ajlm-339	79	9	savings	saving	NOUN
ajlm-339	79	10	applied	apply	VERB
ajlm-339	79	11	to	to	ADP
ajlm-339	79	12	all	all	DET
ajlm-339	79	13	3400	3400	NUM
ajlm-339	79	14	phc	phc	PROPN
ajlm-339	79	15	facilities	facility	NOUN
ajlm-339	79	16	across	across	ADP
ajlm-339	79	17	52	52	NUM
ajlm-339	79	18	nhls	nhls	ADJ
ajlm-339	79	19	districts	district	NOUN
ajlm-339	79	20	would	would	AUX
ajlm-339	79	21	result	result	VERB
ajlm-339	79	22	in	in	ADP
ajlm-339	79	23	an	an	DET
ajlm-339	79	24	annual	annual	ADJ
ajlm-339	79	25	savings	saving	NOUN
ajlm-339	79	26	of	of	ADP
ajlm-339	79	27	r400	r400	PROPN
ajlm-339	79	28	million	million	NUM
ajlm-339	79	29	to	to	ADP
ajlm-339	79	30	the	the	DET
ajlm-339	79	31	health	health	NOUN
ajlm-339	79	32	sector	sector	NOUN
ajlm-339	79	33	.	.	PUNCT
ajlm-339	80	1	recommendations	recommendation	NOUN
ajlm-339	80	2	currently	currently	ADV
ajlm-339	80	3	,	,	PUNCT
ajlm-339	80	4	laboratories	laboratory	NOUN
ajlm-339	80	5	are	be	AUX
ajlm-339	80	6	required	require	VERB
ajlm-339	80	7	to	to	PART
ajlm-339	80	8	perform	perform	VERB
ajlm-339	80	9	all	all	DET
ajlm-339	80	10	tests	test	NOUN
ajlm-339	80	11	requested	request	VERB
ajlm-339	80	12	by	by	ADP
ajlm-339	80	13	the	the	DET
ajlm-339	80	14	clinician	clinician	NOUN
ajlm-339	80	15	and/or	and/or	CCONJ
ajlm-339	80	16	nursing	nursing	NOUN
ajlm-339	80	17	staff	staff	NOUN
ajlm-339	80	18	,	,	PUNCT
ajlm-339	80	19	resulting	result	VERB
ajlm-339	80	20	in	in	ADP
ajlm-339	80	21	over	over	ADP
ajlm-339	80	22	-	-	PUNCT
ajlm-339	80	23	utilisation	utilisation	NOUN
ajlm-339	80	24	of	of	ADP
ajlm-339	80	25	services	service	NOUN
ajlm-339	80	26	.	.	PUNCT
ajlm-339	81	1	to	to	PART
ajlm-339	81	2	address	address	VERB
ajlm-339	81	3	inappropriate	inappropriate	ADJ
ajlm-339	81	4	use	use	NOUN
ajlm-339	81	5	of	of	ADP
ajlm-339	81	6	laboratory	laboratory	NOUN
ajlm-339	81	7	tests	test	NOUN
ajlm-339	81	8	(	(	PUNCT
ajlm-339	81	9	i.e.	i.e.	X
ajlm-339	81	10	,	,	PUNCT
ajlm-339	81	11	non	non	ADJ
ajlm-339	81	12	-	-	ADJ
ajlm-339	81	13	ell	ell	ADJ
ajlm-339	81	14	tests	test	NOUN
ajlm-339	81	15	)	)	PUNCT
ajlm-339	81	16	across	across	ADP
ajlm-339	81	17	south	south	PROPN
ajlm-339	81	18	africa	africa	PROPN
ajlm-339	81	19	by	by	ADP
ajlm-339	81	20	phc	phc	PROPN
ajlm-339	81	21	facilities	facility	NOUN
ajlm-339	81	22	,	,	PUNCT
ajlm-339	81	23	three	three	NUM
ajlm-339	81	24	key	key	ADJ
ajlm-339	81	25	initiatives	initiative	NOUN
ajlm-339	81	26	are	be	AUX
ajlm-339	81	27	proposed	propose	VERB
ajlm-339	81	28	.	.	PUNCT
ajlm-339	82	1	the	the	DET
ajlm-339	82	2	first	first	ADJ
ajlm-339	82	3	initiative	initiative	NOUN
ajlm-339	82	4	is	be	AUX
ajlm-339	82	5	the	the	DET
ajlm-339	82	6	development	development	NOUN
ajlm-339	82	7	of	of	ADP
ajlm-339	82	8	a	a	DET
ajlm-339	82	9	national	national	ADJ
ajlm-339	82	10	ell	ell	NOUN
ajlm-339	82	11	.	.	PUNCT
ajlm-339	83	1	this	this	PRON
ajlm-339	83	2	would	would	AUX
ajlm-339	83	3	require	require	VERB
ajlm-339	83	4	the	the	DET
ajlm-339	83	5	standardisation	standardisation	NOUN
ajlm-339	83	6	of	of	ADP
ajlm-339	83	7	typical	typical	ADJ
ajlm-339	83	8	clinical	clinical	ADJ
ajlm-339	83	9	laboratory	laboratory	NOUN
ajlm-339	83	10	tests	test	NOUN
ajlm-339	83	11	per	per	ADP
ajlm-339	83	12	level	level	NOUN
ajlm-339	83	13	of	of	ADP
ajlm-339	83	14	healthcare	healthcare	NOUN
ajlm-339	83	15	,	,	PUNCT
ajlm-339	83	16	whilst	whilst	SCONJ
ajlm-339	83	17	taking	take	VERB
ajlm-339	83	18	into	into	ADP
ajlm-339	83	19	consideration	consideration	NOUN
ajlm-339	83	20	local	local	ADJ
ajlm-339	83	21	demographic	demographic	ADJ
ajlm-339	83	22	and	and	CCONJ
ajlm-339	83	23	epidemiological	epidemiological	ADJ
ajlm-339	83	24	factors.9	factors.9	PROPN
ajlm-339	83	25	the	the	DET
ajlm-339	83	26	second	second	ADJ
ajlm-339	83	27	initiative	initiative	NOUN
ajlm-339	83	28	would	would	AUX
ajlm-339	83	29	be	be	AUX
ajlm-339	83	30	to	to	PART
ajlm-339	83	31	support	support	VERB
ajlm-339	83	32	the	the	DET
ajlm-339	83	33	ell	ell	NOUN
ajlm-339	83	34	by	by	ADP
ajlm-339	83	35	developing	develop	VERB
ajlm-339	83	36	a	a	DET
ajlm-339	83	37	dedicated	dedicated	ADJ
ajlm-339	83	38	phc	phc	PROPN
ajlm-339	83	39	laboratory	laboratory	NOUN
ajlm-339	83	40	request	request	NOUN
ajlm-339	83	41	form	form	NOUN
ajlm-339	83	42	that	that	PRON
ajlm-339	83	43	lists	list	VERB
ajlm-339	83	44	only	only	ADV
ajlm-339	83	45	tests	test	VERB
ajlm-339	83	46	appropriate	appropriate	ADJ
ajlm-339	83	47	for	for	ADP
ajlm-339	83	48	the	the	DET
ajlm-339	83	49	phc	phc	PROPN
ajlm-339	83	50	level	level	NOUN
ajlm-339	83	51	.	.	PUNCT
ajlm-339	84	1	clinicians	clinician	NOUN
ajlm-339	84	2	and	and	CCONJ
ajlm-339	84	3	nurses	nurse	NOUN
ajlm-339	84	4	would	would	AUX
ajlm-339	84	5	thus	thus	ADV
ajlm-339	84	6	be	be	AUX
ajlm-339	84	7	able	able	ADJ
ajlm-339	84	8	to	to	PART
ajlm-339	84	9	select	select	VERB
ajlm-339	84	10	only	only	ADV
ajlm-339	84	11	from	from	ADP
ajlm-339	84	12	amongst	amongst	ADP
ajlm-339	84	13	tests	test	NOUN
ajlm-339	84	14	on	on	ADP
ajlm-339	84	15	the	the	DET
ajlm-339	84	16	ell	ell	NOUN
ajlm-339	84	17	.	.	PUNCT
ajlm-339	85	1	an	an	DET
ajlm-339	85	2	important	important	ADJ
ajlm-339	85	3	aspect	aspect	NOUN
ajlm-339	85	4	of	of	ADP
ajlm-339	85	5	the	the	DET
ajlm-339	85	6	phc	phc	PROPN
ajlm-339	85	7	request	request	NOUN
ajlm-339	85	8	form	form	NOUN
ajlm-339	85	9	design	design	NOUN
ajlm-339	85	10	would	would	AUX
ajlm-339	85	11	be	be	AUX
ajlm-339	85	12	to	to	PART
ajlm-339	85	13	remove	remove	VERB
ajlm-339	85	14	the	the	DET
ajlm-339	85	15	‘	'	PUNCT
ajlm-339	85	16	other	other	ADJ
ajlm-339	85	17	tests	test	NOUN
ajlm-339	85	18	’	'	PUNCT
ajlm-339	85	19	box	box	NOUN
ajlm-339	85	20	,	,	PUNCT
ajlm-339	85	21	which	which	PRON
ajlm-339	85	22	enables	enable	VERB
ajlm-339	85	23	clinicians	clinician	NOUN
ajlm-339	85	24	to	to	PART
ajlm-339	85	25	request	request	VERB
ajlm-339	85	26	any	any	DET
ajlm-339	85	27	investigation	investigation	NOUN
ajlm-339	85	28	.	.	PUNCT
ajlm-339	86	1	the	the	DET
ajlm-339	86	2	first	first	ADJ
ajlm-339	86	3	two	two	NUM
ajlm-339	86	4	initiatives	initiative	NOUN
ajlm-339	86	5	should	should	AUX
ajlm-339	86	6	,	,	PUNCT
ajlm-339	86	7	in	in	ADP
ajlm-339	86	8	turn	turn	NOUN
ajlm-339	86	9	,	,	PUNCT
ajlm-339	86	10	be	be	AUX
ajlm-339	86	11	supported	support	VERB
ajlm-339	86	12	by	by	ADP
ajlm-339	86	13	the	the	DET
ajlm-339	86	14	third	third	ADJ
ajlm-339	86	15	:	:	PUNCT
ajlm-339	86	16	electronic	electronic	ADJ
ajlm-339	86	17	gatekeeping	gatekeeping	NOUN
ajlm-339	86	18	to	to	PART
ajlm-339	86	19	reject	reject	VERB
ajlm-339	86	20	tests	test	NOUN
ajlm-339	86	21	that	that	PRON
ajlm-339	86	22	are	be	AUX
ajlm-339	86	23	inappropriately	inappropriately	ADV
ajlm-339	86	24	requested	request	VERB
ajlm-339	86	25	(	(	PUNCT
ajlm-339	86	26	not	not	PART
ajlm-339	86	27	on	on	ADP
ajlm-339	86	28	the	the	DET
ajlm-339	86	29	ell	ell	NOUN
ajlm-339	86	30	)	)	PUNCT
ajlm-339	86	31	.	.	PUNCT
ajlm-339	87	1	however	however	ADV
ajlm-339	87	2	,	,	PUNCT
ajlm-339	87	3	in	in	ADP
ajlm-339	87	4	order	order	NOUN
ajlm-339	87	5	to	to	PART
ajlm-339	87	6	achieve	achieve	VERB
ajlm-339	87	7	this	this	DET
ajlm-339	87	8	initiative	initiative	NOUN
ajlm-339	87	9	,	,	PUNCT
ajlm-339	87	10	all	all	DET
ajlm-339	87	11	phc	phc	PROPN
ajlm-339	87	12	health	health	NOUN
ajlm-339	87	13	facilities	facility	NOUN
ajlm-339	87	14	would	would	AUX
ajlm-339	87	15	be	be	AUX
ajlm-339	87	16	required	require	VERB
ajlm-339	87	17	to	to	PART
ajlm-339	87	18	use	use	VERB
ajlm-339	87	19	a	a	DET
ajlm-339	87	20	health	health	NOUN
ajlm-339	87	21	information	information	NOUN
ajlm-339	87	22	system	system	NOUN
ajlm-339	87	23	,	,	PUNCT
ajlm-339	87	24	including	include	VERB
ajlm-339	87	25	an	an	DET
ajlm-339	87	26	order	order	NOUN
ajlm-339	87	27	entry	entry	NOUN
ajlm-339	87	28	module	module	NOUN
ajlm-339	87	29	with	with	ADP
ajlm-339	87	30	built	build	VERB
ajlm-339	87	31	-	-	PUNCT
ajlm-339	87	32	in	in	ADP
ajlm-339	87	33	rules	rule	NOUN
ajlm-339	87	34	to	to	PART
ajlm-339	87	35	avoid	avoid	VERB
ajlm-339	87	36	inappropriate	inappropriate	ADJ
ajlm-339	87	37	ordering	ordering	NOUN
ajlm-339	87	38	.	.	PUNCT
ajlm-339	88	1	whilst	whilst	SCONJ
ajlm-339	88	2	the	the	DET
ajlm-339	88	3	above	above	ADJ
ajlm-339	88	4	measures	measure	NOUN
ajlm-339	88	5	may	may	AUX
ajlm-339	88	6	help	help	VERB
ajlm-339	88	7	to	to	PART
ajlm-339	88	8	reduce	reduce	VERB
ajlm-339	88	9	inappropriate	inappropriate	ADJ
ajlm-339	88	10	laboratory	laboratory	NOUN
ajlm-339	88	11	test	test	NOUN
ajlm-339	88	12	requests	request	NOUN
ajlm-339	88	13	,	,	PUNCT
ajlm-339	88	14	appropriate	appropriate	ADJ
ajlm-339	88	15	education	education	NOUN
ajlm-339	88	16	initiatives	initiative	NOUN
ajlm-339	88	17	directed	direct	VERB
ajlm-339	88	18	at	at	ADP
ajlm-339	88	19	health	health	NOUN
ajlm-339	88	20	service	service	NOUN
ajlm-339	88	21	providers	provider	NOUN
ajlm-339	88	22	would	would	AUX
ajlm-339	88	23	also	also	ADV
ajlm-339	88	24	be	be	AUX
ajlm-339	88	25	required	require	VERB
ajlm-339	88	26	to	to	PART
ajlm-339	88	27	support	support	VERB
ajlm-339	88	28	these	these	DET
ajlm-339	88	29	interventions	intervention	NOUN
ajlm-339	88	30	.	.	PUNCT
ajlm-339	89	1	these	these	DET
ajlm-339	89	2	educational	educational	ADJ
ajlm-339	89	3	sessions	session	NOUN
ajlm-339	89	4	should	should	AUX
ajlm-339	89	5	provide	provide	VERB
ajlm-339	89	6	guidance	guidance	NOUN
ajlm-339	89	7	on	on	ADP
ajlm-339	89	8	appropriate	appropriate	ADJ
ajlm-339	89	9	laboratory	laboratory	NOUN
ajlm-339	89	10	testing	testing	NOUN
ajlm-339	89	11	based	base	VERB
ajlm-339	89	12	on	on	ADP
ajlm-339	89	13	clinical	clinical	ADJ
ajlm-339	89	14	guidelines	guideline	NOUN
ajlm-339	89	15	and	and	CCONJ
ajlm-339	89	16	evidence	evidence	NOUN
ajlm-339	89	17	-	-	PUNCT
ajlm-339	89	18	based	base	VERB
ajlm-339	89	19	laboratory	laboratory	NOUN
ajlm-339	89	20	medicine	medicine	NOUN
ajlm-339	89	21	recommendations	recommendation	NOUN
ajlm-339	89	22	to	to	PART
ajlm-339	89	23	ensure	ensure	VERB
ajlm-339	89	24	that	that	SCONJ
ajlm-339	89	25	specimens	specimen	NOUN
ajlm-339	89	26	are	be	AUX
ajlm-339	89	27	collected	collect	VERB
ajlm-339	89	28	in	in	ADP
ajlm-339	89	29	the	the	DET
ajlm-339	89	30	correct	correct	ADJ
ajlm-339	89	31	manner.7	manner.7	NOUN
ajlm-339	89	32	limitations	limitation	NOUN
ajlm-339	89	33	this	this	DET
ajlm-339	89	34	study	study	NOUN
ajlm-339	89	35	was	be	AUX
ajlm-339	89	36	a	a	DET
ajlm-339	89	37	retrospective	retrospective	ADJ
ajlm-339	89	38	cross	cross	ADJ
ajlm-339	89	39	-	-	ADJ
ajlm-339	89	40	sectional	sectional	ADJ
ajlm-339	89	41	study	study	NOUN
ajlm-339	89	42	and	and	CCONJ
ajlm-339	89	43	used	use	VERB
ajlm-339	89	44	secondary	secondary	ADJ
ajlm-339	89	45	data	datum	NOUN
ajlm-339	89	46	on	on	ADP
ajlm-339	89	47	expenditures	expenditure	NOUN
ajlm-339	89	48	;	;	PUNCT
ajlm-339	89	49	it	it	PRON
ajlm-339	89	50	was	be	AUX
ajlm-339	89	51	thus	thus	ADV
ajlm-339	89	52	dependent	dependent	ADJ
ajlm-339	89	53	on	on	ADP
ajlm-339	89	54	the	the	DET
ajlm-339	89	55	accuracy	accuracy	NOUN
ajlm-339	89	56	of	of	ADP
ajlm-339	89	57	the	the	DET
ajlm-339	89	58	data	datum	NOUN
ajlm-339	89	59	entered	enter	VERB
ajlm-339	89	60	into	into	ADP
ajlm-339	89	61	the	the	DET
ajlm-339	89	62	information	information	NOUN
ajlm-339	89	63	systems	system	NOUN
ajlm-339	89	64	.	.	PUNCT
ajlm-339	90	1	it	it	PRON
ajlm-339	90	2	was	be	AUX
ajlm-339	90	3	not	not	PART
ajlm-339	90	4	possible	possible	ADJ
ajlm-339	90	5	to	to	PART
ajlm-339	90	6	differentiate	differentiate	VERB
ajlm-339	90	7	whether	whether	SCONJ
ajlm-339	90	8	tests	test	NOUN
ajlm-339	90	9	were	be	AUX
ajlm-339	90	10	coded	code	VERB
ajlm-339	90	11	accurately	accurately	ADV
ajlm-339	90	12	or	or	CCONJ
ajlm-339	90	13	combined	combine	VERB
ajlm-339	90	14	when	when	SCONJ
ajlm-339	90	15	multiple	multiple	ADJ
ajlm-339	90	16	individual	individual	ADJ
ajlm-339	90	17	tests	test	NOUN
ajlm-339	90	18	were	be	AUX
ajlm-339	90	19	ordered	order	VERB
ajlm-339	90	20	.	.	PUNCT
ajlm-339	91	1	in	in	ADP
ajlm-339	91	2	addition	addition	NOUN
ajlm-339	91	3	,	,	PUNCT
ajlm-339	91	4	the	the	DET
ajlm-339	91	5	study	study	NOUN
ajlm-339	91	6	was	be	AUX
ajlm-339	91	7	limited	limit	VERB
ajlm-339	91	8	to	to	ADP
ajlm-339	91	9	nhi	nhi	PROPN
ajlm-339	91	10	health	health	NOUN
ajlm-339	91	11	districts	district	NOUN
ajlm-339	91	12	and	and	CCONJ
ajlm-339	91	13	the	the	DET
ajlm-339	91	14	results	result	NOUN
ajlm-339	91	15	may	may	AUX
ajlm-339	91	16	not	not	PART
ajlm-339	91	17	be	be	AUX
ajlm-339	91	18	representative	representative	ADJ
ajlm-339	91	19	of	of	ADP
ajlm-339	91	20	other	other	ADJ
ajlm-339	91	21	health	health	NOUN
ajlm-339	91	22	districts	district	NOUN
ajlm-339	91	23	in	in	ADP
ajlm-339	91	24	south	south	PROPN
ajlm-339	91	25	africa	africa	PROPN
ajlm-339	91	26	.	.	PUNCT
ajlm-339	92	1	finally	finally	ADV
ajlm-339	92	2	,	,	PUNCT
ajlm-339	92	3	the	the	DET
ajlm-339	92	4	study	study	NOUN
ajlm-339	92	5	focused	focus	VERB
ajlm-339	92	6	on	on	ADP
ajlm-339	92	7	one	one	NUM
ajlm-339	92	8	aspect	aspect	NOUN
ajlm-339	92	9	for	for	ADP
ajlm-339	92	10	potential	potential	ADJ
ajlm-339	92	11	savings	saving	NOUN
ajlm-339	92	12	.	.	PUNCT
ajlm-339	93	1	additional	additional	ADJ
ajlm-339	93	2	studies	study	NOUN
ajlm-339	93	3	may	may	AUX
ajlm-339	93	4	be	be	AUX
ajlm-339	93	5	required	require	VERB
ajlm-339	93	6	to	to	PART
ajlm-339	93	7	investigate	investigate	VERB
ajlm-339	93	8	other	other	ADJ
ajlm-339	93	9	aspects	aspect	NOUN
ajlm-339	93	10	of	of	ADP
ajlm-339	93	11	appropriate	appropriate	ADJ
ajlm-339	93	12	utilisation	utilisation	NOUN
ajlm-339	93	13	of	of	ADP
ajlm-339	93	14	the	the	DET
ajlm-339	93	15	diagnostic	diagnostic	ADJ
ajlm-339	93	16	laboratory	laboratory	NOUN
ajlm-339	93	17	services	service	NOUN
ajlm-339	93	18	.	.	PUNCT
ajlm-339	94	1	conclusion	conclusion	NOUN
ajlm-339	94	2	this	this	DET
ajlm-339	94	3	study	study	NOUN
ajlm-339	94	4	demonstrated	demonstrate	VERB
ajlm-339	94	5	that	that	SCONJ
ajlm-339	94	6	considerable	considerable	ADJ
ajlm-339	94	7	potential	potential	ADJ
ajlm-339	94	8	savings	saving	NOUN
ajlm-339	94	9	of	of	ADP
ajlm-339	94	10	up	up	ADV
ajlm-339	94	11	10	10	NUM
ajlm-339	94	12	%	%	NOUN
ajlm-339	94	13	in	in	ADP
ajlm-339	94	14	laboratory	laboratory	NOUN
ajlm-339	94	15	expenditure	expenditure	NOUN
ajlm-339	94	16	are	be	AUX
ajlm-339	94	17	possible	possible	ADJ
ajlm-339	94	18	following	follow	VERB
ajlm-339	94	19	the	the	DET
ajlm-339	94	20	introduction	introduction	NOUN
ajlm-339	94	21	of	of	ADP
ajlm-339	94	22	an	an	DET
ajlm-339	94	23	ell	ell	NOUN
ajlm-339	94	24	at	at	ADP
ajlm-339	94	25	the	the	DET
ajlm-339	94	26	phc	phc	PROPN
ajlm-339	94	27	level	level	NOUN
ajlm-339	94	28	,	,	PUNCT
ajlm-339	94	29	in	in	ADP
ajlm-339	94	30	addition	addition	NOUN
ajlm-339	94	31	to	to	ADP
ajlm-339	94	32	further	further	ADJ
ajlm-339	94	33	laboratory	laboratory	NOUN
ajlm-339	94	34	demand	demand	NOUN
ajlm-339	94	35	management	management	NOUN
ajlm-339	94	36	interventions	intervention	NOUN
ajlm-339	94	37	.	.	PUNCT
ajlm-339	95	1	acknowledgements	acknowledgement	NOUN
ajlm-339	95	2	competing	compete	VERB
ajlm-339	95	3	interests	interest	NOUN
ajlm-339	95	4	the	the	DET
ajlm-339	95	5	authors	author	NOUN
ajlm-339	95	6	declare	declare	VERB
ajlm-339	95	7	that	that	SCONJ
ajlm-339	95	8	they	they	PRON
ajlm-339	95	9	have	have	VERB
ajlm-339	95	10	no	no	DET
ajlm-339	95	11	financial	financial	ADJ
ajlm-339	95	12	or	or	CCONJ
ajlm-339	95	13	personal	personal	ADJ
ajlm-339	95	14	relationship(s	relationship(s	NOUN
ajlm-339	95	15	)	)	PUNCT
ajlm-339	95	16	that	that	PRON
ajlm-339	95	17	may	may	AUX
ajlm-339	95	18	have	have	AUX
ajlm-339	95	19	inappropriately	inappropriately	ADV
ajlm-339	95	20	influenced	influence	VERB
ajlm-339	95	21	them	they	PRON
ajlm-339	95	22	in	in	ADP
ajlm-339	95	23	writing	write	VERB
ajlm-339	95	24	this	this	DET
ajlm-339	95	25	article	article	NOUN
ajlm-339	95	26	.	.	PUNCT
ajlm-339	96	1	sources	source	NOUN
ajlm-339	96	2	of	of	ADP
ajlm-339	96	3	support	support	NOUN
ajlm-339	96	4	the	the	DET
ajlm-339	96	5	authors	author	NOUN
ajlm-339	96	6	wish	wish	VERB
ajlm-339	96	7	to	to	PART
ajlm-339	96	8	thank	thank	VERB
ajlm-339	96	9	sue	sue	VERB
ajlm-339	96	10	candy	candy	NOUN
ajlm-339	96	11	and	and	CCONJ
ajlm-339	96	12	manfred	manfre	VERB
ajlm-339	96	13	tepper	tepper	PROPN
ajlm-339	96	14	at	at	ADP
ajlm-339	96	15	the	the	DET
ajlm-339	96	16	national	national	PROPN
ajlm-339	96	17	health	health	PROPN
ajlm-339	96	18	laboratory	laboratory	PROPN
ajlm-339	96	19	service	service	NOUN
ajlm-339	96	20	corporate	corporate	ADJ
ajlm-339	96	21	data	datum	NOUN
ajlm-339	96	22	warehouse	warehouse	NOUN
ajlm-339	96	23	for	for	ADP
ajlm-339	96	24	their	their	PRON
ajlm-339	96	25	assistance	assistance	NOUN
ajlm-339	96	26	and	and	CCONJ
ajlm-339	96	27	support	support	NOUN
ajlm-339	96	28	in	in	ADP
ajlm-339	96	29	extracting	extract	VERB
ajlm-339	96	30	the	the	DET
ajlm-339	96	31	health	health	NOUN
ajlm-339	96	32	facility	facility	NOUN
ajlm-339	96	33	expenditure	expenditure	NOUN
ajlm-339	96	34	data	datum	NOUN
ajlm-339	96	35	.	.	PUNCT
ajlm-339	97	1	authors	author	NOUN
ajlm-339	97	2	’	’	PART
ajlm-339	97	3	contributions	contribution	NOUN
ajlm-339	97	4	o.h.m	o.h.m	NOUN
ajlm-339	97	5	.	.	PUNCT
ajlm-339	98	1	(	(	PUNCT
ajlm-339	98	2	university	university	NOUN
ajlm-339	98	3	of	of	ADP
ajlm-339	98	4	kwazulu	kwazulu	PROPN
ajlm-339	98	5	-	-	PUNCT
ajlm-339	98	6	natal	natal	NOUN
ajlm-339	98	7	)	)	PUNCT
ajlm-339	98	8	drafted	draft	VERB
ajlm-339	98	9	the	the	DET
ajlm-339	98	10	article	article	NOUN
ajlm-339	98	11	and	and	CCONJ
ajlm-339	98	12	conducted	conduct	VERB
ajlm-339	98	13	the	the	DET
ajlm-339	98	14	analysis	analysis	NOUN
ajlm-339	98	15	.	.	PUNCT
ajlm-339	99	1	r.l	r.l	PROPN
ajlm-339	99	2	.	.	PUNCT
ajlm-339	100	1	(	(	PUNCT
ajlm-339	100	2	university	university	NOUN
ajlm-339	100	3	of	of	ADP
ajlm-339	100	4	limpopo	limpopo	PROPN
ajlm-339	100	5	)	)	PUNCT
ajlm-339	100	6	provided	provide	VERB
ajlm-339	100	7	technical	technical	ADJ
ajlm-339	100	8	input	input	NOUN
ajlm-339	100	9	on	on	ADP
ajlm-339	100	10	the	the	DET
ajlm-339	100	11	draft	draft	NOUN
ajlm-339	100	12	article	article	NOUN
ajlm-339	100	13	.	.	PUNCT
ajlm-339	101	1	s.a	s.a	PROPN
ajlm-339	101	2	.	.	PROPN
ajlm-339	102	1	(	(	PUNCT
ajlm-339	102	2	national	national	PROPN
ajlm-339	102	3	department	department	PROPN
ajlm-339	102	4	of	of	ADP
ajlm-339	102	5	health	health	NOUN
ajlm-339	102	6	)	)	PUNCT
ajlm-339	102	7	provided	provide	VERB
ajlm-339	102	8	editorial	editorial	ADJ
ajlm-339	102	9	comments	comment	NOUN
ajlm-339	102	10	and	and	CCONJ
ajlm-339	102	11	technical	technical	ADJ
ajlm-339	102	12	input	input	NOUN
ajlm-339	102	13	on	on	ADP
ajlm-339	102	14	the	the	DET
ajlm-339	102	15	essential	essential	ADJ
ajlm-339	102	16	laboratory	laboratory	NOUN
ajlm-339	102	17	list	list	NOUN
ajlm-339	102	18	.	.	PUNCT
ajlm-339	103	1	n.c	n.c	PROPN
ajlm-339	103	2	.	.	PROPN
ajlm-339	104	1	(	(	PUNCT
ajlm-339	104	2	national	national	PROPN
ajlm-339	104	3	health	health	PROPN
ajlm-339	104	4	laboratory	laboratory	PROPN
ajlm-339	104	5	service	service	PROPN
ajlm-339	104	6	)	)	PUNCT
ajlm-339	104	7	retrieved	retrieve	VERB
ajlm-339	104	8	the	the	DET
ajlm-339	104	9	data	datum	NOUN
ajlm-339	104	10	,	,	PUNCT
ajlm-339	104	11	conducted	conduct	VERB
ajlm-339	104	12	the	the	DET
ajlm-339	104	13	preliminary	preliminary	ADJ
ajlm-339	104	14	analysis	analysis	NOUN
ajlm-339	104	15	and	and	CCONJ
ajlm-339	104	16	drafted	draft	VERB
ajlm-339	104	17	the	the	DET
ajlm-339	104	18	article	article	NOUN
ajlm-339	104	19	.	.	PUNCT
ajlm-339	105	1	references	reference	NOUN
ajlm-339	105	2	the	the	DET
ajlm-339	105	3	lewin	lewin	PROPN
ajlm-339	105	4	group	group	PROPN
ajlm-339	105	5	,	,	PUNCT
ajlm-339	105	6	inc	inc	PROPN
ajlm-339	105	7	.	.	PUNCT
ajlm-339	106	1	the	the	DET
ajlm-339	106	2	value	value	NOUN
ajlm-339	106	3	of	of	ADP
ajlm-339	106	4	laboratory	laboratory	NOUN
ajlm-339	106	5	screening	screening	NOUN
ajlm-339	106	6	and	and	CCONJ
ajlm-339	106	7	diagnostic	diagnostic	ADJ
ajlm-339	106	8	tests	test	NOUN
ajlm-339	106	9	for	for	ADP
ajlm-339	106	10	prevention	prevention	NOUN
ajlm-339	106	11	and	and	CCONJ
ajlm-339	106	12	health	health	NOUN
ajlm-339	106	13	care	care	NOUN
ajlm-339	106	14	improvement	improvement	NOUN
ajlm-339	106	15	.	.	PUNCT
ajlm-339	107	1	washington	washington	PROPN
ajlm-339	107	2	:	:	PUNCT
ajlm-339	107	3	american	american	PROPN
ajlm-339	107	4	clinical	clinical	PROPN
ajlm-339	107	5	laboratory	laboratory	PROPN
ajlm-339	107	6	association	association	NOUN
ajlm-339	107	7	and	and	CCONJ
ajlm-339	107	8	advanced	advanced	ADJ
ajlm-339	107	9	medical	medical	ADJ
ajlm-339	107	10	technology	technology	NOUN
ajlm-339	107	11	association	association	NOUN
ajlm-339	107	12	(	(	PUNCT
ajlm-339	107	13	advamed	advame	VERB
ajlm-339	107	14	)	)	PUNCT
ajlm-339	107	15	;	;	PUNCT
ajlm-339	107	16	2009	2009	NUM
ajlm-339	107	17	.	.	PUNCT
ajlm-339	108	1	national	national	PROPN
ajlm-339	108	2	health	health	PROPN
ajlm-339	108	3	laboratory	laboratory	PROPN
ajlm-339	108	4	service	service	PROPN
ajlm-339	108	5	.	.	PUNCT
ajlm-339	109	1	annual	annual	ADJ
ajlm-339	109	2	report	report	NOUN
ajlm-339	109	3	2014/15	2014/15	NUM
ajlm-339	109	4	.	.	PUNCT
ajlm-339	110	1	johannesburg	johannesburg	PROPN
ajlm-339	110	2	:	:	PUNCT
ajlm-339	110	3	national	national	PROPN
ajlm-339	110	4	health	health	PROPN
ajlm-339	110	5	laboratory	laboratory	PROPN
ajlm-339	110	6	service	service	NOUN
ajlm-339	110	7	;	;	PUNCT
ajlm-339	110	8	2015	2015	NUM
ajlm-339	110	9	.	.	PUNCT
ajlm-339	111	1	national	national	PROPN
ajlm-339	111	2	treasury	treasury	PROPN
ajlm-339	111	3	.	.	PUNCT
ajlm-339	112	1	estimates	estimate	NOUN
ajlm-339	112	2	of	of	ADP
ajlm-339	112	3	provincial	provincial	ADJ
ajlm-339	112	4	revenue	revenue	NOUN
ajlm-339	112	5	and	and	CCONJ
ajlm-339	112	6	expenditure	expenditure	NOUN
ajlm-339	112	7	[	[	X
ajlm-339	112	8	document	document	NOUN
ajlm-339	112	9	on	on	ADP
ajlm-339	112	10	the	the	DET
ajlm-339	112	11	internet	internet	NOUN
ajlm-339	112	12	]	]	PUNCT
ajlm-339	112	13	.	.	PUNCT
ajlm-339	113	1	c2012	c2012	NOUN
ajlm-339	114	1	[	[	PUNCT
ajlm-339	114	2	cited	cite	VERB
ajlm-339	114	3	2015	2015	NUM
ajlm-339	114	4	march	march	PROPN
ajlm-339	114	5	11	11	NUM
ajlm-339	114	6	]	]	PUNCT
ajlm-339	114	7	.	.	PUNCT
ajlm-339	115	1	available	available	ADJ
ajlm-339	115	2	from	from	ADP
ajlm-339	115	3	:	:	PUNCT
ajlm-339	115	4	http://www.treasury.gov.za/documents/provincial%20budget/2012/4.%20estimates%20of%20prov%20rev%20and%20exp/gt/gt%20-%20epre%20-%20full%20document.pdf	http://www.treasury.gov.za/documents/provincial%20budget/2012/4.%20estimates%20of%20prov%20rev%20and%20exp/gt/gt%20-%20epre%20-%20full%20document.pdf	PROPN
ajlm-339	115	5	.	.	PUNCT
ajlm-339	116	1	national	national	PROPN
ajlm-339	116	2	health	health	PROPN
ajlm-339	116	3	laboratory	laboratory	PROPN
ajlm-339	116	4	service	service	PROPN
ajlm-339	116	5	.	.	PUNCT
ajlm-339	117	1	annual	annual	ADJ
ajlm-339	117	2	report-2012–13	report-2012–13	NOUN
ajlm-339	117	3	.	.	PUNCT
ajlm-339	118	1	johannesburg	johannesburg	PROPN
ajlm-339	118	2	:	:	PUNCT
ajlm-339	118	3	national	national	PROPN
ajlm-339	118	4	health	health	PROPN
ajlm-339	118	5	laboratory	laboratory	PROPN
ajlm-339	118	6	service	service	NOUN
ajlm-339	118	7	;	;	PUNCT
ajlm-339	118	8	2013	2013	NUM
ajlm-339	118	9	.	.	PUNCT
ajlm-339	119	1	mahomed	mahome	VERB
ajlm-339	119	2	o	o	NOUN
ajlm-339	119	3	,	,	PUNCT
ajlm-339	119	4	asmall	asmall	PROPN
ajlm-339	119	5	s	s	PROPN
ajlm-339	119	6	,	,	PUNCT
ajlm-339	119	7	freeman	freeman	PROPN
ajlm-339	119	8	m.	m.	PROPN
ajlm-339	119	9	an	an	DET
ajlm-339	119	10	integrated	integrate	VERB
ajlm-339	119	11	chronic	chronic	ADJ
ajlm-339	119	12	disease	disease	NOUN
ajlm-339	119	13	management	management	NOUN
ajlm-339	119	14	model	model	NOUN
ajlm-339	119	15	:	:	PUNCT
ajlm-339	119	16	a	a	DET
ajlm-339	119	17	diagonal	diagonal	ADJ
ajlm-339	119	18	approach	approach	NOUN
ajlm-339	119	19	to	to	ADP
ajlm-339	119	20	health	health	NOUN
ajlm-339	119	21	system	system	NOUN
ajlm-339	119	22	strengthening	strengthen	VERB
ajlm-339	119	23	in	in	ADP
ajlm-339	119	24	south	south	PROPN
ajlm-339	119	25	africa	africa	PROPN
ajlm-339	119	26	.	.	PUNCT
ajlm-339	120	1	j	j	PROPN
ajlm-339	120	2	healthcare	healthcare	PROPN
ajlm-339	120	3	poor	poor	ADV
ajlm-339	120	4	underserved	underserved	ADJ
ajlm-339	120	5	.	.	PUNCT
ajlm-339	121	1	2014	2014	NUM
ajlm-339	121	2	nov;25(4):1723–1729	nov;25(4):1723–1729	ADJ
ajlm-339	121	3	.	.	PUNCT
ajlm-339	122	1	http://dx.doi.org/10.1353/hpu.2014.0176	http://dx.doi.org/10.1353/hpu.2014.0176	PROPN
ajlm-339	122	2	national	national	PROPN
ajlm-339	122	3	department	department	PROPN
ajlm-339	122	4	of	of	ADP
ajlm-339	122	5	health	health	PROPN
ajlm-339	122	6	.	.	PUNCT
ajlm-339	123	1	primary	primary	ADJ
ajlm-339	123	2	care	care	NOUN
ajlm-339	123	3	101	101	NUM
ajlm-339	123	4	.	.	PUNCT
ajlm-339	124	1	pretoria	pretoria	PROPN
ajlm-339	124	2	:	:	PUNCT
ajlm-339	124	3	knowledge	knowledge	NOUN
ajlm-339	124	4	translation	translation	NOUN
ajlm-339	124	5	unit	unit	NOUN
ajlm-339	124	6	,	,	PUNCT
ajlm-339	124	7	national	national	PROPN
ajlm-339	124	8	department	department	PROPN
ajlm-339	124	9	of	of	ADP
ajlm-339	124	10	health	health	NOUN
ajlm-339	124	11	;	;	PUNCT
ajlm-339	124	12	2008	2008	NUM
ajlm-339	124	13	.	.	PUNCT
ajlm-339	125	1	fryer	fryer	PROPN
ajlm-339	125	2	a	a	PRON
ajlm-339	125	3	,	,	PUNCT
ajlm-339	125	4	smellie	smellie	PROPN
ajlm-339	125	5	w.	w.	NOUN
ajlm-339	125	6	managing	manage	VERB
ajlm-339	125	7	demand	demand	NOUN
ajlm-339	125	8	for	for	ADP
ajlm-339	125	9	laboratory	laboratory	NOUN
ajlm-339	125	10	tests	test	NOUN
ajlm-339	125	11	:	:	PUNCT
ajlm-339	125	12	a	a	DET
ajlm-339	125	13	laboratory	laboratory	NOUN
ajlm-339	125	14	toolkit	toolkit	NOUN
ajlm-339	125	15	.	.	PUNCT
ajlm-339	126	1	j	j	PROPN
ajlm-339	126	2	clin	clin	PROPN
ajlm-339	126	3	pathol	pathol	PROPN
ajlm-339	126	4	.	.	PUNCT
ajlm-339	127	1	2013	2013	NUM
ajlm-339	127	2	jan;66(1):62–72	jan;66(1):62–72	NOUN
ajlm-339	127	3	.	.	PUNCT
ajlm-339	128	1	http://dx.doi.org/10.1136/jclinpath-2011-200524	http://dx.doi.org/10.1136/jclinpath-2011-200524	PROPN
ajlm-339	128	2	horvath	horvath	PROPN
ajlm-339	128	3	a.	a.	PROPN
ajlm-339	128	4	from	from	ADP
ajlm-339	128	5	evidence	evidence	NOUN
ajlm-339	128	6	to	to	ADP
ajlm-339	128	7	best	good	ADJ
ajlm-339	128	8	practice	practice	NOUN
ajlm-339	128	9	in	in	ADP
ajlm-339	128	10	laboratory	laboratory	NOUN
ajlm-339	128	11	medicine	medicine	NOUN
ajlm-339	128	12	.	.	PUNCT
ajlm-339	129	1	clin	clin	PROPN
ajlm-339	129	2	biochem	biochem	PROPN
ajlm-339	129	3	rev	rev	VERB
ajlm-339	129	4	.	.	PROPN
ajlm-339	129	5	2013	2013	NUM
ajlm-339	129	6	aug;34(2):47–60	aug;34(2):47–60	NOUN
ajlm-339	129	7	.	.	PUNCT
ajlm-339	130	1	world	world	PROPN
ajlm-339	130	2	health	health	PROPN
ajlm-339	130	3	organization	organization	PROPN
ajlm-339	130	4	.	.	PUNCT
ajlm-339	131	1	laboratory	laboratory	NOUN
ajlm-339	131	2	services	service	NOUN
ajlm-339	131	3	for	for	ADP
ajlm-339	131	4	primary	primary	ADJ
ajlm-339	131	5	health	health	NOUN
ajlm-339	131	6	care	care	NOUN
ajlm-339	131	7	:	:	PUNCT
ajlm-339	131	8	requirements	requirement	NOUN
ajlm-339	131	9	for	for	ADP
ajlm-339	131	10	essential	essential	ADJ
ajlm-339	131	11	clinical	clinical	ADJ
ajlm-339	131	12	laboratory	laboratory	NOUN
ajlm-339	131	13	tests	test	NOUN
ajlm-339	131	14	.	.	PUNCT
ajlm-339	132	1	geneva	geneva	PROPN
ajlm-339	132	2	:	:	PUNCT
ajlm-339	132	3	world	world	PROPN
ajlm-339	132	4	health	health	PROPN
ajlm-339	132	5	organization	organization	PROPN
ajlm-339	132	6	,	,	PUNCT
ajlm-339	132	7	health	health	NOUN
ajlm-339	132	8	laboratory	laboratory	NOUN
ajlm-339	132	9	technology	technology	NOUN
ajlm-339	132	10	unit	unit	NOUN
ajlm-339	132	11	;	;	PUNCT
ajlm-339	132	12	1998	1998	NUM
ajlm-339	132	13	.	.	PUNCT
ajlm-339	133	1	national	national	PROPN
ajlm-339	133	2	department	department	PROPN
ajlm-339	133	3	of	of	ADP
ajlm-339	133	4	health	health	PROPN
ajlm-339	133	5	.	.	PUNCT
ajlm-339	134	1	standard	standard	ADJ
ajlm-339	134	2	treatment	treatment	NOUN
ajlm-339	134	3	guidelines	guideline	NOUN
ajlm-339	134	4	and	and	CCONJ
ajlm-339	134	5	essential	essential	ADJ
ajlm-339	134	6	medicines	medicine	NOUN
ajlm-339	134	7	list	list	NOUN
ajlm-339	134	8	for	for	ADP
ajlm-339	134	9	south	south	PROPN
ajlm-339	134	10	africa	africa	PROPN
ajlm-339	134	11	,	,	PUNCT
ajlm-339	134	12	primary	primary	ADJ
ajlm-339	134	13	health	health	NOUN
ajlm-339	134	14	care	care	NOUN
ajlm-339	134	15	level	level	NOUN
ajlm-339	134	16	.	.	PUNCT
ajlm-339	135	1	pretoria	pretoria	NOUN
ajlm-339	135	2	:	:	PUNCT
ajlm-339	135	3	national	national	PROPN
ajlm-339	135	4	department	department	PROPN
ajlm-339	135	5	of	of	ADP
ajlm-339	135	6	health	health	NOUN
ajlm-339	135	7	;	;	PUNCT
ajlm-339	135	8	2008	2008	NUM
ajlm-339	135	9	.	.	PUNCT
ajlm-339	136	1	nardi	nardi	PROPN
ajlm-339	136	2	r	r	PROPN
ajlm-339	136	3	,	,	PUNCT
ajlm-339	136	4	berti	berti	PROPN
ajlm-339	136	5	f	f	PROPN
ajlm-339	136	6	,	,	PUNCT
ajlm-339	136	7	fabbri	fabbri	NOUN
ajlm-339	136	8	l	l	NOUN
ajlm-339	136	9	,	,	PUNCT
ajlm-339	136	10	et	et	PROPN
ajlm-339	136	11	al	al	PROPN
ajlm-339	136	12	.	.	PROPN
ajlm-339	137	1	toward	toward	ADP
ajlm-339	137	2	a	a	DET
ajlm-339	137	3	sustainable	sustainable	ADJ
ajlm-339	137	4	and	and	CCONJ
ajlm-339	137	5	wise	wise	ADJ
ajlm-339	137	6	healthcare	healthcare	NOUN
ajlm-339	137	7	approach	approach	NOUN
ajlm-339	137	8	:	:	PUNCT
ajlm-339	137	9	potential	potential	ADJ
ajlm-339	137	10	contributions	contribution	NOUN
ajlm-339	137	11	from	from	ADP
ajlm-339	137	12	hospital	hospital	NOUN
ajlm-339	137	13	internal	internal	ADJ
ajlm-339	137	14	medicine	medicine	NOUN
ajlm-339	137	15	departments	department	NOUN
ajlm-339	137	16	to	to	ADP
ajlm-339	137	17	reducing	reduce	VERB
ajlm-339	137	18	inappropriate	inappropriate	ADJ
ajlm-339	137	19	medical	medical	ADJ
ajlm-339	137	20	spending	spending	NOUN
ajlm-339	137	21	.	.	PUNCT
ajlm-339	138	1	ital	ital	PROPN
ajlm-339	138	2	j	j	PROPN
ajlm-339	138	3	med	med	PROPN
ajlm-339	138	4	.	.	PUNCT
ajlm-339	139	1	2013;7(2):65–81	2013;7(2):65–81	NUM
ajlm-339	139	2	.	.	PUNCT
ajlm-339	140	1	http://dx.doi.org/10.4081/itjm.2013.65	http://dx.doi.org/10.4081/itjm.2013.65	PROPN
ajlm-339	140	2	department	department	PROPN
ajlm-339	140	3	of	of	ADP
ajlm-339	140	4	health	health	PROPN
ajlm-339	140	5	.	.	PUNCT
ajlm-339	141	1	report	report	NOUN
ajlm-339	141	2	of	of	ADP
ajlm-339	141	3	the	the	DET
ajlm-339	141	4	second	second	ADJ
ajlm-339	141	5	phase	phase	NOUN
ajlm-339	141	6	of	of	ADP
ajlm-339	141	7	the	the	DET
ajlm-339	141	8	review	review	NOUN
ajlm-339	141	9	of	of	ADP
ajlm-339	141	10	the	the	DET
ajlm-339	141	11	nhs	nhs	PROPN
ajlm-339	141	12	pathology	pathology	PROPN
ajlm-339	141	13	services	service	NOUN
ajlm-339	141	14	in	in	ADP
ajlm-339	141	15	england	england	PROPN
ajlm-339	141	16	.	.	PUNCT
ajlm-339	142	1	london	london	PROPN
ajlm-339	142	2	:	:	PUNCT
ajlm-339	142	3	department	department	NOUN
ajlm-339	142	4	of	of	ADP
ajlm-339	142	5	health	health	NOUN
ajlm-339	142	6	;	;	PUNCT
ajlm-339	142	7	2008	2008	NUM
ajlm-339	142	8	.	.	PUNCT