id	sid	tid	token	lemma	pos
ajlm-2085	1	1	abstract	abstract	ADJ
ajlm-2085	1	2	introduction	introduction	NOUN
ajlm-2085	1	3	methods	method	NOUN
ajlm-2085	1	4	results	result	VERB
ajlm-2085	1	5	discussion	discussion	NOUN
ajlm-2085	1	6	acknowledgements	acknowledgement	NOUN
ajlm-2085	1	7	references	reference	NOUN
ajlm-2085	1	8	about	about	ADP
ajlm-2085	1	9	the	the	DET
ajlm-2085	1	10	author(s	author(s	NOUN
ajlm-2085	1	11	)	)	PUNCT
ajlm-2085	1	12	naseem	naseem	PROPN
ajlm-2085	1	13	cassim	cassim	PROPN
ajlm-2085	1	14	department	department	PROPN
ajlm-2085	1	15	of	of	ADP
ajlm-2085	1	16	molecular	molecular	ADJ
ajlm-2085	1	17	medicine	medicine	NOUN
ajlm-2085	1	18	and	and	CCONJ
ajlm-2085	1	19	haematology	haematology	NOUN
ajlm-2085	1	20	,	,	PUNCT
ajlm-2085	1	21	faculty	faculty	NOUN
ajlm-2085	1	22	of	of	ADP
ajlm-2085	1	23	health	health	NOUN
ajlm-2085	1	24	sciences	sciences	PROPN
ajlm-2085	1	25	,	,	PUNCT
ajlm-2085	1	26	university	university	NOUN
ajlm-2085	1	27	of	of	ADP
ajlm-2085	1	28	the	the	DET
ajlm-2085	1	29	witwatersrand	witwatersrand	NOUN
ajlm-2085	1	30	,	,	PUNCT
ajlm-2085	1	31	johannesburg	johannesburg	PROPN
ajlm-2085	1	32	,	,	PUNCT
ajlm-2085	1	33	south	south	PROPN
ajlm-2085	1	34	africa	africa	PROPN
ajlm-2085	1	35	national	national	PROPN
ajlm-2085	1	36	priority	priority	PROPN
ajlm-2085	1	37	programme	programme	PROPN
ajlm-2085	1	38	,	,	PUNCT
ajlm-2085	1	39	national	national	PROPN
ajlm-2085	1	40	health	health	PROPN
ajlm-2085	1	41	laboratory	laboratory	PROPN
ajlm-2085	1	42	service	service	PROPN
ajlm-2085	1	43	,	,	PUNCT
ajlm-2085	1	44	johannesburg	johannesburg	PROPN
ajlm-2085	1	45	,	,	PUNCT
ajlm-2085	1	46	south	south	PROPN
ajlm-2085	1	47	africa	africa	PROPN
ajlm-2085	1	48	lindi	lindi	PROPN
ajlm-2085	1	49	-	-	PUNCT
ajlm-2085	1	50	marie	marie	PROPN
ajlm-2085	1	51	coetzee	coetzee	PROPN
ajlm-2085	1	52	department	department	PROPN
ajlm-2085	1	53	of	of	ADP
ajlm-2085	1	54	molecular	molecular	ADJ
ajlm-2085	1	55	medicine	medicine	NOUN
ajlm-2085	1	56	and	and	CCONJ
ajlm-2085	1	57	haematology	haematology	NOUN
ajlm-2085	1	58	,	,	PUNCT
ajlm-2085	1	59	faculty	faculty	NOUN
ajlm-2085	1	60	of	of	ADP
ajlm-2085	1	61	health	health	NOUN
ajlm-2085	1	62	sciences	sciences	PROPN
ajlm-2085	1	63	,	,	PUNCT
ajlm-2085	1	64	university	university	NOUN
ajlm-2085	1	65	of	of	ADP
ajlm-2085	1	66	the	the	DET
ajlm-2085	1	67	witwatersrand	witwatersrand	NOUN
ajlm-2085	1	68	,	,	PUNCT
ajlm-2085	1	69	johannesburg	johannesburg	PROPN
ajlm-2085	1	70	,	,	PUNCT
ajlm-2085	1	71	south	south	PROPN
ajlm-2085	1	72	africa	africa	PROPN
ajlm-2085	1	73	national	national	PROPN
ajlm-2085	1	74	priority	priority	PROPN
ajlm-2085	1	75	programme	programme	PROPN
ajlm-2085	1	76	,	,	PUNCT
ajlm-2085	1	77	national	national	PROPN
ajlm-2085	1	78	health	health	PROPN
ajlm-2085	1	79	laboratory	laboratory	PROPN
ajlm-2085	1	80	service	service	PROPN
ajlm-2085	1	81	,	,	PUNCT
ajlm-2085	1	82	johannesburg	johannesburg	PROPN
ajlm-2085	1	83	,	,	PUNCT
ajlm-2085	1	84	south	south	PROPN
ajlm-2085	1	85	africa	africa	PROPN
ajlm-2085	1	86	deborah	deborah	PROPN
ajlm-2085	1	87	k.	k.	PROPN
ajlm-2085	1	88	glencross	glencross	PROPN
ajlm-2085	1	89	department	department	PROPN
ajlm-2085	1	90	of	of	ADP
ajlm-2085	1	91	molecular	molecular	ADJ
ajlm-2085	1	92	medicine	medicine	NOUN
ajlm-2085	1	93	and	and	CCONJ
ajlm-2085	1	94	haematology	haematology	NOUN
ajlm-2085	1	95	,	,	PUNCT
ajlm-2085	1	96	faculty	faculty	NOUN
ajlm-2085	1	97	of	of	ADP
ajlm-2085	1	98	health	health	NOUN
ajlm-2085	1	99	sciences	sciences	PROPN
ajlm-2085	1	100	,	,	PUNCT
ajlm-2085	1	101	university	university	NOUN
ajlm-2085	1	102	of	of	ADP
ajlm-2085	1	103	the	the	DET
ajlm-2085	1	104	witwatersrand	witwatersrand	NOUN
ajlm-2085	1	105	,	,	PUNCT
ajlm-2085	1	106	johannesburg	johannesburg	PROPN
ajlm-2085	1	107	,	,	PUNCT
ajlm-2085	1	108	south	south	PROPN
ajlm-2085	1	109	africa	africa	PROPN
ajlm-2085	1	110	citation	citation	PROPN
ajlm-2085	1	111	cassim	cassim	PROPN
ajlm-2085	1	112	n	n	PROPN
ajlm-2085	1	113	,	,	PUNCT
ajlm-2085	1	114	coetzee	coetzee	PROPN
ajlm-2085	1	115	l	l	PROPN
ajlm-2085	1	116	-	-	PROPN
ajlm-2085	1	117	m	m	PROPN
ajlm-2085	1	118	,	,	PUNCT
ajlm-2085	1	119	glencross	glencross	ADJ
ajlm-2085	1	120	dk	dk	PROPN
ajlm-2085	1	121	.	.	PROPN
ajlm-2085	1	122	modelling	model	VERB
ajlm-2085	1	123	cd4	cd4	PROPN
ajlm-2085	1	124	reagent	reagent	ADJ
ajlm-2085	1	125	usage	usage	NOUN
ajlm-2085	1	126	across	across	ADP
ajlm-2085	1	127	a	a	DET
ajlm-2085	1	128	national	national	ADJ
ajlm-2085	1	129	hierarchal	hierarchal	NOUN
ajlm-2085	1	130	network	network	NOUN
ajlm-2085	1	131	of	of	ADP
ajlm-2085	1	132	laboratories	laboratory	NOUN
ajlm-2085	1	133	in	in	ADP
ajlm-2085	1	134	south	south	PROPN
ajlm-2085	1	135	africa	africa	PROPN
ajlm-2085	1	136	.	.	PUNCT
ajlm-2085	2	1	afr	afr	PROPN
ajlm-2085	2	2	j	j	PROPN
ajlm-2085	2	3	lab	lab	PROPN
ajlm-2085	2	4	med	med	PROPN
ajlm-2085	2	5	.	.	PUNCT
ajlm-2085	3	1	2023;12(1	2023;12(1	NUM
ajlm-2085	3	2	)	)	PUNCT
ajlm-2085	3	3	,	,	PUNCT
ajlm-2085	4	1	a2085	a2085	PROPN
ajlm-2085	4	2	.	.	PUNCT
ajlm-2085	4	3	https://doi.org/10.4102/ajlm.v12i1.2085	https://doi.org/10.4102/ajlm.v12i1.2085	VERB
ajlm-2085	4	4	original	original	ADJ
ajlm-2085	4	5	research	research	NOUN
ajlm-2085	4	6	modelling	model	VERB
ajlm-2085	4	7	cd4	cd4	PROPN
ajlm-2085	4	8	reagent	reagent	ADJ
ajlm-2085	4	9	usage	usage	NOUN
ajlm-2085	4	10	across	across	ADP
ajlm-2085	4	11	a	a	DET
ajlm-2085	4	12	national	national	ADJ
ajlm-2085	4	13	hierarchal	hierarchal	NOUN
ajlm-2085	4	14	network	network	NOUN
ajlm-2085	4	15	of	of	ADP
ajlm-2085	4	16	laboratories	laboratory	NOUN
ajlm-2085	4	17	in	in	ADP
ajlm-2085	4	18	south	south	PROPN
ajlm-2085	4	19	africa	africa	PROPN
ajlm-2085	4	20	naseem	naseem	PROPN
ajlm-2085	4	21	cassim	cassim	PROPN
ajlm-2085	4	22	,	,	PUNCT
ajlm-2085	4	23	lindi	lindi	PROPN
ajlm-2085	4	24	-	-	PUNCT
ajlm-2085	4	25	marie	marie	PROPN
ajlm-2085	4	26	coetzee	coetzee	PROPN
ajlm-2085	4	27	,	,	PUNCT
ajlm-2085	4	28	deborah	deborah	PROPN
ajlm-2085	4	29	k.	k.	PROPN
ajlm-2085	4	30	glencross	glencross	PROPN
ajlm-2085	4	31	received	receive	VERB
ajlm-2085	4	32	:	:	PUNCT
ajlm-2085	4	33	21	21	NUM
ajlm-2085	4	34	sept	sept	PROPN
ajlm-2085	4	35	.	.	PROPN
ajlm-2085	4	36	2022	2022	NUM
ajlm-2085	4	37	;	;	PUNCT
ajlm-2085	4	38	accepted	accept	VERB
ajlm-2085	4	39	:	:	PUNCT
ajlm-2085	4	40	15	15	NUM
ajlm-2085	4	41	feb	feb	X
ajlm-2085	4	42	.	.	PROPN
ajlm-2085	4	43	2023	2023	NUM
ajlm-2085	4	44	;	;	PUNCT
ajlm-2085	4	45	published	publish	VERB
ajlm-2085	4	46	:	:	PUNCT
ajlm-2085	4	47	15	15	NUM
ajlm-2085	4	48	may	may	PROPN
ajlm-2085	4	49	2023	2023	NUM
ajlm-2085	4	50	copyright	copyright	NOUN
ajlm-2085	4	51	:	:	PUNCT
ajlm-2085	4	52	©	©	PROPN
ajlm-2085	4	53	2023	2023	NUM
ajlm-2085	4	54	.	.	PUNCT
ajlm-2085	5	1	the	the	DET
ajlm-2085	5	2	author(s	author(s	NOUN
ajlm-2085	5	3	)	)	PUNCT
ajlm-2085	5	4	.	.	PUNCT
ajlm-2085	6	1	licensee	licensee	NOUN
ajlm-2085	6	2	:	:	PUNCT
ajlm-2085	6	3	aosis	aosis	NOUN
ajlm-2085	6	4	.	.	PUNCT
ajlm-2085	7	1	this	this	PRON
ajlm-2085	7	2	is	be	AUX
ajlm-2085	7	3	an	an	DET
ajlm-2085	7	4	open	open	ADJ
ajlm-2085	7	5	access	access	NOUN
ajlm-2085	7	6	article	article	NOUN
ajlm-2085	7	7	distributed	distribute	VERB
ajlm-2085	7	8	under	under	ADP
ajlm-2085	7	9	the	the	DET
ajlm-2085	7	10	terms	term	NOUN
ajlm-2085	7	11	of	of	ADP
ajlm-2085	7	12	the	the	DET
ajlm-2085	7	13	creative	creative	ADJ
ajlm-2085	7	14	commons	common	NOUN
ajlm-2085	7	15	attribution	attribution	NOUN
ajlm-2085	7	16	license	license	NOUN
ajlm-2085	7	17	,	,	PUNCT
ajlm-2085	7	18	which	which	PRON
ajlm-2085	7	19	permits	permit	VERB
ajlm-2085	7	20	unrestricted	unrestricted	ADJ
ajlm-2085	7	21	use	use	NOUN
ajlm-2085	7	22	,	,	PUNCT
ajlm-2085	7	23	distribution	distribution	NOUN
ajlm-2085	7	24	,	,	PUNCT
ajlm-2085	7	25	and	and	CCONJ
ajlm-2085	7	26	reproduction	reproduction	NOUN
ajlm-2085	7	27	in	in	ADP
ajlm-2085	7	28	any	any	DET
ajlm-2085	7	29	medium	medium	NOUN
ajlm-2085	7	30	,	,	PUNCT
ajlm-2085	7	31	provided	provide	VERB
ajlm-2085	7	32	the	the	DET
ajlm-2085	7	33	original	original	ADJ
ajlm-2085	7	34	work	work	NOUN
ajlm-2085	7	35	is	be	AUX
ajlm-2085	7	36	properly	properly	ADV
ajlm-2085	7	37	cited	cite	VERB
ajlm-2085	7	38	.	.	PUNCT
ajlm-2085	8	1	abstract	abstract	ADJ
ajlm-2085	8	2	background	background	NOUN
ajlm-2085	8	3	:	:	PUNCT
ajlm-2085	8	4	the	the	DET
ajlm-2085	8	5	national	national	PROPN
ajlm-2085	8	6	health	health	PROPN
ajlm-2085	8	7	laboratory	laboratory	PROPN
ajlm-2085	8	8	service	service	NOUN
ajlm-2085	8	9	is	be	AUX
ajlm-2085	8	10	mandated	mandate	VERB
ajlm-2085	8	11	to	to	PART
ajlm-2085	8	12	deliver	deliver	VERB
ajlm-2085	8	13	cost	cost	NOUN
ajlm-2085	8	14	-	-	PUNCT
ajlm-2085	8	15	effective	effective	ADJ
ajlm-2085	8	16	and	and	CCONJ
ajlm-2085	8	17	efficient	efficient	ADJ
ajlm-2085	8	18	diagnostic	diagnostic	ADJ
ajlm-2085	8	19	services	service	NOUN
ajlm-2085	8	20	across	across	ADP
ajlm-2085	8	21	south	south	PROPN
ajlm-2085	8	22	africa	africa	PROPN
ajlm-2085	8	23	.	.	PUNCT
ajlm-2085	9	1	their	their	PRON
ajlm-2085	9	2	mandate	mandate	NOUN
ajlm-2085	9	3	is	be	AUX
ajlm-2085	9	4	achieved	achieve	VERB
ajlm-2085	9	5	by	by	ADP
ajlm-2085	9	6	a	a	DET
ajlm-2085	9	7	network	network	NOUN
ajlm-2085	9	8	of	of	ADP
ajlm-2085	9	9	laboratories	laboratory	NOUN
ajlm-2085	9	10	ranging	range	VERB
ajlm-2085	9	11	from	from	ADP
ajlm-2085	9	12	centralised	centralised	ADJ
ajlm-2085	9	13	national	national	ADJ
ajlm-2085	9	14	laboratories	laboratory	NOUN
ajlm-2085	9	15	to	to	ADP
ajlm-2085	9	16	distant	distant	ADJ
ajlm-2085	9	17	rural	rural	ADJ
ajlm-2085	9	18	facilities	facility	NOUN
ajlm-2085	9	19	.	.	PUNCT
ajlm-2085	10	1	objective	objective	NOUN
ajlm-2085	10	2	:	:	PUNCT
ajlm-2085	10	3	this	this	DET
ajlm-2085	10	4	study	study	NOUN
ajlm-2085	10	5	aimed	aim	VERB
ajlm-2085	10	6	to	to	PART
ajlm-2085	10	7	establish	establish	VERB
ajlm-2085	10	8	a	a	DET
ajlm-2085	10	9	model	model	NOUN
ajlm-2085	10	10	of	of	ADP
ajlm-2085	10	11	cd4	cd4	PROPN
ajlm-2085	10	12	reagent	reagent	ADJ
ajlm-2085	10	13	utilisation	utilisation	NOUN
ajlm-2085	10	14	as	as	ADP
ajlm-2085	10	15	an	an	DET
ajlm-2085	10	16	independent	independent	ADJ
ajlm-2085	10	17	measure	measure	NOUN
ajlm-2085	10	18	of	of	ADP
ajlm-2085	10	19	laboratory	laboratory	NOUN
ajlm-2085	10	20	efficiency	efficiency	NOUN
ajlm-2085	10	21	.	.	PUNCT
ajlm-2085	11	1	methods	method	NOUN
ajlm-2085	11	2	:	:	PUNCT
ajlm-2085	11	3	the	the	DET
ajlm-2085	11	4	efficiency	efficiency	NOUN
ajlm-2085	11	5	percentage	percentage	NOUN
ajlm-2085	11	6	was	be	AUX
ajlm-2085	11	7	defined	define	VERB
ajlm-2085	11	8	as	as	ADP
ajlm-2085	11	9	finished	finish	VERB
ajlm-2085	11	10	goods	good	NOUN
ajlm-2085	11	11	(	(	PUNCT
ajlm-2085	11	12	number	number	NOUN
ajlm-2085	11	13	of	of	ADP
ajlm-2085	11	14	reportable	reportable	ADJ
ajlm-2085	11	15	results	result	NOUN
ajlm-2085	11	16	)	)	PUNCT
ajlm-2085	11	17	over	over	ADP
ajlm-2085	11	18	raw	raw	ADJ
ajlm-2085	11	19	materials	material	NOUN
ajlm-2085	11	20	(	(	PUNCT
ajlm-2085	11	21	number	number	NOUN
ajlm-2085	11	22	of	of	ADP
ajlm-2085	11	23	reagents	reagent	NOUN
ajlm-2085	11	24	supplied	supply	VERB
ajlm-2085	11	25	)	)	PUNCT
ajlm-2085	11	26	for	for	ADP
ajlm-2085	11	27	47	47	NUM
ajlm-2085	11	28	laboratories	laboratory	NOUN
ajlm-2085	11	29	in	in	ADP
ajlm-2085	11	30	nine	nine	NUM
ajlm-2085	11	31	provinces	province	NOUN
ajlm-2085	11	32	(	(	PUNCT
ajlm-2085	11	33	both	both	CCONJ
ajlm-2085	11	34	anonymised	anonymise	VERB
ajlm-2085	11	35	)	)	PUNCT
ajlm-2085	11	36	for	for	ADP
ajlm-2085	11	37	2019	2019	NUM
ajlm-2085	11	38	.	.	PUNCT
ajlm-2085	12	1	the	the	DET
ajlm-2085	12	2	efficiency	efficiency	NOUN
ajlm-2085	12	3	percentage	percentage	NOUN
ajlm-2085	12	4	at	at	ADP
ajlm-2085	12	5	national	national	ADJ
ajlm-2085	12	6	and	and	CCONJ
ajlm-2085	12	7	provincial	provincial	ADJ
ajlm-2085	12	8	levels	level	NOUN
ajlm-2085	12	9	was	be	AUX
ajlm-2085	12	10	calculated	calculate	VERB
ajlm-2085	12	11	and	and	CCONJ
ajlm-2085	12	12	compared	compare	VERB
ajlm-2085	12	13	to	to	ADP
ajlm-2085	12	14	the	the	DET
ajlm-2085	12	15	optimal	optimal	ADJ
ajlm-2085	12	16	efficiency	efficiency	NOUN
ajlm-2085	12	17	percentage	percentage	NOUN
ajlm-2085	12	18	derived	derive	VERB
ajlm-2085	12	19	using	use	VERB
ajlm-2085	12	20	pre	pre	ADJ
ajlm-2085	12	21	-	-	ADJ
ajlm-2085	12	22	set	set	ADJ
ajlm-2085	12	23	assumptions	assumption	NOUN
ajlm-2085	12	24	.	.	PUNCT
ajlm-2085	13	1	comparative	comparative	ADJ
ajlm-2085	13	2	laboratory	laboratory	NOUN
ajlm-2085	13	3	analysis	analysis	NOUN
ajlm-2085	13	4	was	be	AUX
ajlm-2085	13	5	conducted	conduct	VERB
ajlm-2085	13	6	for	for	ADP
ajlm-2085	13	7	the	the	DET
ajlm-2085	13	8	provinces	province	NOUN
ajlm-2085	13	9	with	with	ADP
ajlm-2085	13	10	the	the	DET
ajlm-2085	13	11	best	good	ADJ
ajlm-2085	13	12	and	and	CCONJ
ajlm-2085	13	13	worst	bad	ADJ
ajlm-2085	13	14	efficiency	efficiency	NOUN
ajlm-2085	13	15	percentages	percentage	NOUN
ajlm-2085	13	16	.	.	PUNCT
ajlm-2085	14	1	the	the	DET
ajlm-2085	14	2	possible	possible	ADJ
ajlm-2085	14	3	linear	linear	ADJ
ajlm-2085	14	4	relationship	relationship	NOUN
ajlm-2085	14	5	between	between	ADP
ajlm-2085	14	6	the	the	DET
ajlm-2085	14	7	efficiency	efficiency	NOUN
ajlm-2085	14	8	percentage	percentage	NOUN
ajlm-2085	14	9	and	and	CCONJ
ajlm-2085	14	10	call	call	NOUN
ajlm-2085	14	11	-	-	PUNCT
ajlm-2085	14	12	outs	out	NOUN
ajlm-2085	14	13	,	,	PUNCT
ajlm-2085	14	14	days	day	NOUN
ajlm-2085	14	15	lost	lose	VERB
ajlm-2085	14	16	,	,	PUNCT
ajlm-2085	14	17	referrals	referral	NOUN
ajlm-2085	14	18	,	,	PUNCT
ajlm-2085	14	19	and	and	CCONJ
ajlm-2085	14	20	turn	turn	NOUN
ajlm-2085	14	21	-	-	PUNCT
ajlm-2085	14	22	around	around	ADP
ajlm-2085	14	23	time	time	NOUN
ajlm-2085	14	24	was	be	AUX
ajlm-2085	14	25	assessed	assess	VERB
ajlm-2085	14	26	.	.	PUNCT
ajlm-2085	15	1	results	result	NOUN
ajlm-2085	15	2	:	:	PUNCT
ajlm-2085	15	3	data	datum	NOUN
ajlm-2085	15	4	are	be	AUX
ajlm-2085	15	5	reported	report	VERB
ajlm-2085	15	6	for	for	ADP
ajlm-2085	15	7	2	2	NUM
ajlm-2085	15	8	806	806	NUM
ajlm-2085	15	9	799	799	NUM
ajlm-2085	15	10	cd4	cd4	PROPN
ajlm-2085	15	11	tests	test	NOUN
ajlm-2085	15	12	,	,	PUNCT
ajlm-2085	15	13	with	with	ADP
ajlm-2085	15	14	an	an	DET
ajlm-2085	15	15	overall	overall	ADJ
ajlm-2085	15	16	efficiency	efficiency	NOUN
ajlm-2085	15	17	percentage	percentage	NOUN
ajlm-2085	15	18	of	of	ADP
ajlm-2085	15	19	84.5	84.5	NUM
ajlm-2085	15	20	%	%	NOUN
ajlm-2085	15	21	(	(	PUNCT
ajlm-2085	15	22	optimal	optimal	ADJ
ajlm-2085	15	23	of	of	ADP
ajlm-2085	15	24	84.98	84.98	NUM
ajlm-2085	15	25	%	%	NOUN
ajlm-2085	15	26	)	)	PUNCT
ajlm-2085	15	27	.	.	PUNCT
ajlm-2085	16	1	the	the	DET
ajlm-2085	16	2	efficiency	efficiency	NOUN
ajlm-2085	16	3	percentage	percentage	NOUN
ajlm-2085	16	4	varied	varied	ADJ
ajlm-2085	16	5	between	between	ADP
ajlm-2085	16	6	75.7	75.7	NUM
ajlm-2085	16	7	%	%	NOUN
ajlm-2085	16	8	and	and	CCONJ
ajlm-2085	16	9	87.7	87.7	NUM
ajlm-2085	16	10	%	%	NOUN
ajlm-2085	16	11	between	between	ADP
ajlm-2085	16	12	provinces	province	NOUN
ajlm-2085	16	13	,	,	PUNCT
ajlm-2085	16	14	while	while	SCONJ
ajlm-2085	16	15	within	within	ADP
ajlm-2085	16	16	the	the	DET
ajlm-2085	16	17	laboratory	laboratory	NOUN
ajlm-2085	16	18	it	it	PRON
ajlm-2085	16	19	ranged	range	VERB
ajlm-2085	16	20	from	from	ADP
ajlm-2085	16	21	66.1	66.1	NUM
ajlm-2085	16	22	%	%	NOUN
ajlm-2085	16	23	to	to	ADP
ajlm-2085	16	24	111.5	111.5	NUM
ajlm-2085	16	25	%	%	NOUN
ajlm-2085	16	26	.	.	PUNCT
ajlm-2085	17	1	four	four	NUM
ajlm-2085	17	2	laboratories	laboratory	NOUN
ajlm-2085	17	3	reported	report	VERB
ajlm-2085	17	4	an	an	DET
ajlm-2085	17	5	efficiency	efficiency	NOUN
ajlm-2085	17	6	percentage	percentage	NOUN
ajlm-2085	17	7	ranging	range	VERB
ajlm-2085	17	8	from	from	ADP
ajlm-2085	17	9	67.8	67.8	NUM
ajlm-2085	17	10	%	%	NOUN
ajlm-2085	17	11	to	to	ADP
ajlm-2085	17	12	85.7	85.7	NUM
ajlm-2085	17	13	%	%	NOUN
ajlm-2085	17	14	.	.	PUNCT
ajlm-2085	18	1	no	no	DET
ajlm-2085	18	2	linear	linear	ADJ
ajlm-2085	18	3	correlation	correlation	NOUN
ajlm-2085	18	4	was	be	AUX
ajlm-2085	18	5	noted	note	VERB
ajlm-2085	18	6	between	between	ADP
ajlm-2085	18	7	the	the	DET
ajlm-2085	18	8	efficiency	efficiency	NOUN
ajlm-2085	18	9	percentage	percentage	NOUN
ajlm-2085	18	10	,	,	PUNCT
ajlm-2085	18	11	call	call	NOUN
ajlm-2085	18	12	-	-	PUNCT
ajlm-2085	18	13	outs	out	NOUN
ajlm-2085	18	14	,	,	PUNCT
ajlm-2085	18	15	days	day	NOUN
ajlm-2085	18	16	lost	lose	VERB
ajlm-2085	18	17	,	,	PUNCT
ajlm-2085	18	18	and	and	CCONJ
ajlm-2085	18	19	turn	turn	NOUN
ajlm-2085	18	20	-	-	PUNCT
ajlm-2085	18	21	around	around	ADP
ajlm-2085	18	22	time	time	NOUN
ajlm-2085	18	23	performance	performance	NOUN
ajlm-2085	18	24	.	.	PUNCT
ajlm-2085	19	1	conclusion	conclusion	NOUN
ajlm-2085	19	2	:	:	PUNCT
ajlm-2085	19	3	reagent	reagent	ADJ
ajlm-2085	19	4	efficiency	efficiency	NOUN
ajlm-2085	19	5	percentage	percentage	NOUN
ajlm-2085	19	6	distinguished	distinguish	VERB
ajlm-2085	19	7	laboratories	laboratory	NOUN
ajlm-2085	19	8	into	into	ADP
ajlm-2085	19	9	different	different	ADJ
ajlm-2085	19	10	utilisation	utilisation	NOUN
ajlm-2085	19	11	levels	level	NOUN
ajlm-2085	19	12	irrespective	irrespective	ADV
ajlm-2085	19	13	of	of	ADP
ajlm-2085	19	14	their	their	PRON
ajlm-2085	19	15	cd4	cd4	PROPN
ajlm-2085	19	16	service	service	NOUN
ajlm-2085	19	17	level	level	NOUN
ajlm-2085	19	18	.	.	PUNCT
ajlm-2085	20	1	this	this	DET
ajlm-2085	20	2	parameter	parameter	NOUN
ajlm-2085	20	3	is	be	AUX
ajlm-2085	20	4	an	an	DET
ajlm-2085	20	5	additional	additional	ADJ
ajlm-2085	20	6	independent	independent	ADJ
ajlm-2085	20	7	indicator	indicator	NOUN
ajlm-2085	20	8	of	of	ADP
ajlm-2085	20	9	laboratory	laboratory	NOUN
ajlm-2085	20	10	performance	performance	NOUN
ajlm-2085	20	11	,	,	PUNCT
ajlm-2085	20	12	with	with	ADP
ajlm-2085	20	13	no	no	DET
ajlm-2085	20	14	relationship	relationship	NOUN
ajlm-2085	20	15	with	with	ADP
ajlm-2085	20	16	any	any	DET
ajlm-2085	20	17	contributing	contribute	VERB
ajlm-2085	20	18	factors	factor	NOUN
ajlm-2085	20	19	tested	test	VERB
ajlm-2085	20	20	,	,	PUNCT
ajlm-2085	20	21	that	that	PRON
ajlm-2085	20	22	can	can	AUX
ajlm-2085	20	23	be	be	AUX
ajlm-2085	20	24	implemented	implement	VERB
ajlm-2085	20	25	across	across	ADP
ajlm-2085	20	26	pathology	pathology	NOUN
ajlm-2085	20	27	disciplines	discipline	NOUN
ajlm-2085	20	28	for	for	ADP
ajlm-2085	20	29	monitoring	monitor	VERB
ajlm-2085	20	30	reagent	reagent	ADJ
ajlm-2085	20	31	utilisation	utilisation	NOUN
ajlm-2085	20	32	.	.	PUNCT
ajlm-2085	21	1	what	what	PRON
ajlm-2085	21	2	this	this	DET
ajlm-2085	21	3	study	study	NOUN
ajlm-2085	21	4	adds	add	VERB
ajlm-2085	21	5	:	:	PUNCT
ajlm-2085	21	6	this	this	DET
ajlm-2085	21	7	study	study	NOUN
ajlm-2085	21	8	provides	provide	VERB
ajlm-2085	21	9	an	an	DET
ajlm-2085	21	10	objective	objective	ADJ
ajlm-2085	21	11	methodology	methodology	NOUN
ajlm-2085	21	12	to	to	PART
ajlm-2085	21	13	assess	assess	VERB
ajlm-2085	21	14	reagent	reagent	ADJ
ajlm-2085	21	15	utilisation	utilisation	NOUN
ajlm-2085	21	16	as	as	ADP
ajlm-2085	21	17	an	an	DET
ajlm-2085	21	18	independent	independent	ADJ
ajlm-2085	21	19	measure	measure	NOUN
ajlm-2085	21	20	of	of	ADP
ajlm-2085	21	21	laboratory	laboratory	NOUN
ajlm-2085	21	22	efficiency	efficiency	NOUN
ajlm-2085	21	23	.	.	PUNCT
ajlm-2085	22	1	this	this	DET
ajlm-2085	22	2	model	model	NOUN
ajlm-2085	22	3	could	could	AUX
ajlm-2085	22	4	be	be	AUX
ajlm-2085	22	5	applied	apply	VERB
ajlm-2085	22	6	to	to	ADP
ajlm-2085	22	7	all	all	DET
ajlm-2085	22	8	routine	routine	ADJ
ajlm-2085	22	9	pathology	pathology	NOUN
ajlm-2085	22	10	services	service	NOUN
ajlm-2085	22	11	.	.	PUNCT
ajlm-2085	23	1	keywords	keyword	NOUN
ajlm-2085	23	2	:	:	PUNCT
ajlm-2085	23	3	hiv	hiv	PROPN
ajlm-2085	23	4	;	;	PUNCT
ajlm-2085	23	5	cd4	cd4	PROPN
ajlm-2085	23	6	;	;	PUNCT
ajlm-2085	23	7	efficiency	efficiency	NOUN
ajlm-2085	23	8	;	;	PUNCT
ajlm-2085	23	9	reagents	reagent	NOUN
ajlm-2085	23	10	;	;	PUNCT
ajlm-2085	23	11	laboratory	laboratory	NOUN
ajlm-2085	23	12	.	.	PUNCT
ajlm-2085	24	1	introduction	introduction	NOUN
ajlm-2085	24	2	the	the	DET
ajlm-2085	24	3	national	national	PROPN
ajlm-2085	24	4	health	health	PROPN
ajlm-2085	24	5	laboratory	laboratory	PROPN
ajlm-2085	24	6	service	service	NOUN
ajlm-2085	24	7	(	(	PUNCT
ajlm-2085	24	8	nhls	nhls	PROPN
ajlm-2085	24	9	)	)	PUNCT
ajlm-2085	24	10	provides	provide	VERB
ajlm-2085	24	11	essential	essential	ADJ
ajlm-2085	24	12	laboratory	laboratory	NOUN
ajlm-2085	24	13	testing	testing	NOUN
ajlm-2085	24	14	to	to	ADP
ajlm-2085	24	15	the	the	DET
ajlm-2085	24	16	public	public	ADJ
ajlm-2085	24	17	health	health	NOUN
ajlm-2085	24	18	sector	sector	NOUN
ajlm-2085	24	19	in	in	ADP
ajlm-2085	24	20	south	south	PROPN
ajlm-2085	24	21	africa.1	africa.1	PROPN
ajlm-2085	24	22	the	the	DET
ajlm-2085	24	23	organisation	organisation	NOUN
ajlm-2085	24	24	is	be	AUX
ajlm-2085	24	25	mandated	mandate	VERB
ajlm-2085	24	26	to	to	PART
ajlm-2085	24	27	provide	provide	VERB
ajlm-2085	24	28	cost	cost	NOUN
ajlm-2085	24	29	-	-	PUNCT
ajlm-2085	24	30	effective	effective	ADJ
ajlm-2085	24	31	,	,	PUNCT
ajlm-2085	24	32	reliable	reliable	ADJ
ajlm-2085	24	33	diagnostics	diagnostic	NOUN
ajlm-2085	24	34	to	to	ADP
ajlm-2085	24	35	all	all	DET
ajlm-2085	24	36	public	public	ADJ
ajlm-2085	24	37	health	health	NOUN
ajlm-2085	24	38	facilities	facility	NOUN
ajlm-2085	24	39	,	,	PUNCT
ajlm-2085	24	40	irrespective	irrespective	ADV
ajlm-2085	24	41	of	of	ADP
ajlm-2085	24	42	size	size	NOUN
ajlm-2085	24	43	,	,	PUNCT
ajlm-2085	24	44	location	location	NOUN
ajlm-2085	24	45	,	,	PUNCT
ajlm-2085	24	46	or	or	CCONJ
ajlm-2085	24	47	level	level	NOUN
ajlm-2085	24	48	of	of	ADP
ajlm-2085	24	49	complexity.1	complexity.1	VERB
ajlm-2085	24	50	a	a	DET
ajlm-2085	24	51	network	network	NOUN
ajlm-2085	24	52	of	of	ADP
ajlm-2085	24	53	well	well	ADV
ajlm-2085	24	54	-	-	PUNCT
ajlm-2085	24	55	placed	place	VERB
ajlm-2085	24	56	laboratories	laboratory	NOUN
ajlm-2085	24	57	,	,	PUNCT
ajlm-2085	24	58	ranging	range	VERB
ajlm-2085	24	59	from	from	ADP
ajlm-2085	24	60	highly	highly	ADV
ajlm-2085	24	61	sophisticated	sophisticated	ADJ
ajlm-2085	24	62	and	and	CCONJ
ajlm-2085	24	63	centralised	centralised	ADJ
ajlm-2085	24	64	academic	academic	ADJ
ajlm-2085	24	65	facilities	facility	NOUN
ajlm-2085	24	66	to	to	ADP
ajlm-2085	24	67	small	small	ADJ
ajlm-2085	24	68	rural	rural	ADJ
ajlm-2085	24	69	,	,	PUNCT
ajlm-2085	24	70	hospital	hospital	NOUN
ajlm-2085	24	71	-	-	PUNCT
ajlm-2085	24	72	based	base	VERB
ajlm-2085	24	73	laboratories	laboratory	NOUN
ajlm-2085	24	74	,	,	PUNCT
ajlm-2085	24	75	provide	provide	VERB
ajlm-2085	24	76	essential	essential	ADJ
ajlm-2085	24	77	services1	services1	NOUN
ajlm-2085	24	78	for	for	ADP
ajlm-2085	24	79	both	both	CCONJ
ajlm-2085	24	80	communicable	communicable	NOUN
ajlm-2085	24	81	(	(	PUNCT
ajlm-2085	24	82	like	like	ADP
ajlm-2085	24	83	hiv	hiv	PROPN
ajlm-2085	24	84	and	and	CCONJ
ajlm-2085	24	85	tuberculosis	tuberculosis	NOUN
ajlm-2085	24	86	)	)	PUNCT
ajlm-2085	24	87	and	and	CCONJ
ajlm-2085	24	88	non	non	ADJ
ajlm-2085	24	89	-	-	ADJ
ajlm-2085	24	90	communicable	communicable	ADJ
ajlm-2085	24	91	diseases	disease	NOUN
ajlm-2085	24	92	(	(	PUNCT
ajlm-2085	24	93	cancer	cancer	NOUN
ajlm-2085	24	94	,	,	PUNCT
ajlm-2085	24	95	diabetes	diabetes	NOUN
ajlm-2085	24	96	,	,	PUNCT
ajlm-2085	24	97	and	and	CCONJ
ajlm-2085	24	98	cardiovascular	cardiovascular	ADJ
ajlm-2085	24	99	diseases).1	diseases).1	PROPN
ajlm-2085	24	100	laboratory	laboratory	NOUN
ajlm-2085	24	101	services	service	NOUN
ajlm-2085	24	102	support	support	VERB
ajlm-2085	24	103	a	a	DET
ajlm-2085	24	104	vast	vast	ADJ
ajlm-2085	24	105	testing	testing	NOUN
ajlm-2085	24	106	repertoire	repertoire	NOUN
ajlm-2085	24	107	,	,	PUNCT
ajlm-2085	24	108	but	but	CCONJ
ajlm-2085	24	109	this	this	DET
ajlm-2085	24	110	study	study	NOUN
ajlm-2085	24	111	focused	focus	VERB
ajlm-2085	24	112	on	on	ADP
ajlm-2085	24	113	hiv	hiv	PROPN
ajlm-2085	24	114	-	-	PUNCT
ajlm-2085	24	115	related	relate	VERB
ajlm-2085	24	116	diagnostics	diagnostic	NOUN
ajlm-2085	24	117	prescribed	prescribe	VERB
ajlm-2085	24	118	by	by	ADP
ajlm-2085	24	119	the	the	DET
ajlm-2085	24	120	world	world	PROPN
ajlm-2085	24	121	health	health	PROPN
ajlm-2085	24	122	organization	organization	NOUN
ajlm-2085	24	123	and	and	CCONJ
ajlm-2085	24	124	the	the	DET
ajlm-2085	24	125	national	national	ADJ
ajlm-2085	24	126	treatment	treatment	NOUN
ajlm-2085	24	127	guidelines.2,3	guidelines.2,3	PROPN
ajlm-2085	24	128	people	people	NOUN
ajlm-2085	24	129	living	live	VERB
ajlm-2085	24	130	with	with	ADP
ajlm-2085	24	131	hiv	hiv	PROPN
ajlm-2085	24	132	are	be	AUX
ajlm-2085	24	133	eligible	eligible	ADJ
ajlm-2085	24	134	for	for	ADP
ajlm-2085	24	135	antiretroviral	antiretroviral	ADJ
ajlm-2085	24	136	therapy	therapy	NOUN
ajlm-2085	24	137	irrespective	irrespective	ADV
ajlm-2085	24	138	of	of	ADP
ajlm-2085	24	139	age	age	NOUN
ajlm-2085	24	140	,	,	PUNCT
ajlm-2085	24	141	cd4	cd4	PROPN
ajlm-2085	24	142	cell	cell	NOUN
ajlm-2085	24	143	count	count	NOUN
ajlm-2085	24	144	,	,	PUNCT
ajlm-2085	24	145	and	and	CCONJ
ajlm-2085	24	146	clinical	clinical	ADJ
ajlm-2085	24	147	stage,2	stage,2	NOUN
ajlm-2085	25	1	and	and	CCONJ
ajlm-2085	25	2	it	it	PRON
ajlm-2085	25	3	is	be	AUX
ajlm-2085	25	4	recommended	recommend	VERB
ajlm-2085	25	5	that	that	SCONJ
ajlm-2085	25	6	antiretroviral	antiretroviral	ADJ
ajlm-2085	25	7	therapy	therapy	NOUN
ajlm-2085	25	8	is	be	AUX
ajlm-2085	25	9	initiated	initiate	VERB
ajlm-2085	25	10	within	within	ADP
ajlm-2085	25	11	seven	seven	NUM
ajlm-2085	25	12	days	day	NOUN
ajlm-2085	25	13	if	if	SCONJ
ajlm-2085	25	14	there	there	PRON
ajlm-2085	25	15	are	be	VERB
ajlm-2085	25	16	no	no	DET
ajlm-2085	25	17	clinical	clinical	ADJ
ajlm-2085	25	18	contraindications.2	contraindications.2	ADJ
ajlm-2085	25	19	laboratory	laboratory	NOUN
ajlm-2085	25	20	services	service	NOUN
ajlm-2085	25	21	play	play	VERB
ajlm-2085	25	22	a	a	DET
ajlm-2085	25	23	key	key	ADJ
ajlm-2085	25	24	role	role	NOUN
ajlm-2085	25	25	in	in	ADP
ajlm-2085	25	26	the	the	DET
ajlm-2085	25	27	baseline	baseline	ADJ
ajlm-2085	25	28	clinical	clinical	ADJ
ajlm-2085	25	29	evaluation	evaluation	NOUN
ajlm-2085	25	30	that	that	PRON
ajlm-2085	25	31	includes	include	VERB
ajlm-2085	25	32	confirming	confirm	VERB
ajlm-2085	25	33	hiv	hiv	PROPN
ajlm-2085	25	34	status	status	NOUN
ajlm-2085	25	35	,	,	PUNCT
ajlm-2085	25	36	screening	screen	VERB
ajlm-2085	25	37	for	for	ADP
ajlm-2085	25	38	tuberculosis	tuberculosis	NOUN
ajlm-2085	25	39	,	,	PUNCT
ajlm-2085	25	40	cryptococcal	cryptococcal	ADJ
ajlm-2085	25	41	disease	disease	NOUN
ajlm-2085	25	42	,	,	PUNCT
ajlm-2085	25	43	renal	renal	ADJ
ajlm-2085	25	44	insufficiency	insufficiency	NOUN
ajlm-2085	25	45	and	and	CCONJ
ajlm-2085	25	46	determining	determine	VERB
ajlm-2085	25	47	cd4	cd4	PROPN
ajlm-2085	25	48	count	count	NOUN
ajlm-2085	25	49	(	(	PUNCT
ajlm-2085	25	50	to	to	PART
ajlm-2085	25	51	assess	assess	VERB
ajlm-2085	25	52	immune	immune	ADJ
ajlm-2085	25	53	status	status	NOUN
ajlm-2085	25	54	)	)	PUNCT
ajlm-2085	25	55	,	,	PUNCT
ajlm-2085	25	56	among	among	ADP
ajlm-2085	25	57	others.2	others.2	PROPN
ajlm-2085	25	58	once	once	SCONJ
ajlm-2085	25	59	patients	patient	NOUN
ajlm-2085	25	60	are	be	AUX
ajlm-2085	25	61	on	on	ADP
ajlm-2085	25	62	antiretroviral	antiretroviral	ADJ
ajlm-2085	25	63	therapy	therapy	NOUN
ajlm-2085	25	64	,	,	PUNCT
ajlm-2085	25	65	routine	routine	ADJ
ajlm-2085	25	66	hiv	hiv	PROPN
ajlm-2085	25	67	viral	viral	ADJ
ajlm-2085	25	68	load	load	NOUN
ajlm-2085	25	69	monitoring	monitoring	NOUN
ajlm-2085	25	70	is	be	AUX
ajlm-2085	25	71	required	require	VERB
ajlm-2085	25	72	,	,	PUNCT
ajlm-2085	25	73	with	with	SCONJ
ajlm-2085	25	74	cd4	cd4	PROPN
ajlm-2085	25	75	monitoring	monitoring	NOUN
ajlm-2085	25	76	only	only	ADV
ajlm-2085	25	77	recommended	recommend	VERB
ajlm-2085	25	78	for	for	ADP
ajlm-2085	25	79	patients	patient	NOUN
ajlm-2085	25	80	on	on	ADP
ajlm-2085	25	81	cotrimoxazole	cotrimoxazole	ADJ
ajlm-2085	25	82	preventive	preventive	ADJ
ajlm-2085	25	83	therapy.2	therapy.2	NOUN
ajlm-2085	25	84	cd4	cd4	PROPN
ajlm-2085	25	85	services	service	NOUN
ajlm-2085	25	86	in	in	ADP
ajlm-2085	25	87	south	south	PROPN
ajlm-2085	25	88	africa	africa	PROPN
ajlm-2085	25	89	are	be	AUX
ajlm-2085	25	90	offered	offer	VERB
ajlm-2085	25	91	through	through	ADP
ajlm-2085	25	92	an	an	DET
ajlm-2085	25	93	integrated	integrate	VERB
ajlm-2085	25	94	tiered	tiere	VERB
ajlm-2085	25	95	service	service	NOUN
ajlm-2085	25	96	delivery	delivery	NOUN
ajlm-2085	25	97	model	model	NOUN
ajlm-2085	25	98	that	that	PRON
ajlm-2085	25	99	aims	aim	VERB
ajlm-2085	25	100	to	to	PART
ajlm-2085	25	101	extend	extend	VERB
ajlm-2085	25	102	coverage	coverage	NOUN
ajlm-2085	25	103	,	,	PUNCT
ajlm-2085	25	104	improve	improve	VERB
ajlm-2085	25	105	turn	turn	NOUN
ajlm-2085	25	106	-	-	PUNCT
ajlm-2085	25	107	around	around	ADP
ajlm-2085	25	108	time	time	NOUN
ajlm-2085	25	109	(	(	PUNCT
ajlm-2085	25	110	tat	tat	NOUN
ajlm-2085	25	111	)	)	PUNCT
ajlm-2085	25	112	,	,	PUNCT
ajlm-2085	25	113	and	and	CCONJ
ajlm-2085	25	114	contain	contain	VERB
ajlm-2085	25	115	programmatic	programmatic	ADJ
ajlm-2085	25	116	costs.4,5	costs.4,5	NUM
ajlm-2085	25	117	since	since	SCONJ
ajlm-2085	25	118	the	the	DET
ajlm-2085	25	119	implementation	implementation	NOUN
ajlm-2085	25	120	of	of	ADP
ajlm-2085	25	121	the	the	DET
ajlm-2085	25	122	integrated	integrate	VERB
ajlm-2085	25	123	tiered	tiere	VERB
ajlm-2085	25	124	service	service	NOUN
ajlm-2085	25	125	delivery	delivery	NOUN
ajlm-2085	25	126	model	model	NOUN
ajlm-2085	25	127	,	,	PUNCT
ajlm-2085	25	128	multiple	multiple	ADJ
ajlm-2085	25	129	remote	remote	ADJ
ajlm-2085	25	130	areas	area	NOUN
ajlm-2085	25	131	with	with	ADP
ajlm-2085	25	132	existing	exist	VERB
ajlm-2085	25	133	community	community	NOUN
ajlm-2085	25	134	laboratories	laboratory	NOUN
ajlm-2085	25	135	that	that	PRON
ajlm-2085	25	136	previously	previously	ADV
ajlm-2085	25	137	referred	refer	VERB
ajlm-2085	25	138	samples	sample	NOUN
ajlm-2085	25	139	have	have	AUX
ajlm-2085	25	140	been	be	AUX
ajlm-2085	25	141	upgraded	upgrade	VERB
ajlm-2085	25	142	to	to	PART
ajlm-2085	25	143	include	include	VERB
ajlm-2085	25	144	cd4	cd4	PROPN
ajlm-2085	25	145	services	service	NOUN
ajlm-2085	25	146	,	,	PUNCT
ajlm-2085	25	147	such	such	ADJ
ajlm-2085	25	148	as	as	ADP
ajlm-2085	25	149	in	in	ADP
ajlm-2085	25	150	de	de	X
ajlm-2085	25	151	aar	aar	NOUN
ajlm-2085	25	152	,	,	PUNCT
ajlm-2085	25	153	upington	upington	NOUN
ajlm-2085	25	154	,	,	PUNCT
ajlm-2085	25	155	and	and	CCONJ
ajlm-2085	25	156	tshwaragano	tshwaragano	NOUN
ajlm-2085	25	157	.	.	PUNCT
ajlm-2085	26	1	the	the	DET
ajlm-2085	26	2	local	local	ADJ
ajlm-2085	26	3	cd4	cd4	PROPN
ajlm-2085	26	4	testing	testing	NOUN
ajlm-2085	26	5	in	in	ADP
ajlm-2085	26	6	the	the	DET
ajlm-2085	26	7	newly	newly	ADV
ajlm-2085	26	8	established	establish	VERB
ajlm-2085	26	9	remote	remote	ADJ
ajlm-2085	26	10	laboratories	laboratory	NOUN
ajlm-2085	26	11	consequently	consequently	ADV
ajlm-2085	26	12	reduced	reduce	VERB
ajlm-2085	26	13	cd4	cd4	PROPN
ajlm-2085	26	14	testing	testing	NOUN
ajlm-2085	26	15	referrals	referral	NOUN
ajlm-2085	26	16	,	,	PUNCT
ajlm-2085	26	17	decentralising	decentralise	VERB
ajlm-2085	26	18	cd4	cd4	PROPN
ajlm-2085	26	19	services	service	NOUN
ajlm-2085	26	20	,	,	PUNCT
ajlm-2085	26	21	and	and	CCONJ
ajlm-2085	26	22	caused	cause	VERB
ajlm-2085	26	23	a	a	DET
ajlm-2085	26	24	dramatic	dramatic	ADJ
ajlm-2085	26	25	reduction	reduction	NOUN
ajlm-2085	26	26	in	in	ADP
ajlm-2085	26	27	the	the	DET
ajlm-2085	26	28	tat	tat	NOUN
ajlm-2085	26	29	of	of	ADP
ajlm-2085	26	30	cd4	cd4	PROPN
ajlm-2085	26	31	test	test	NOUN
ajlm-2085	26	32	results.6	results.6	PROPN
ajlm-2085	26	33	one	one	NUM
ajlm-2085	26	34	way	way	NOUN
ajlm-2085	26	35	of	of	ADP
ajlm-2085	26	36	monitoring	monitor	VERB
ajlm-2085	26	37	instrument	instrument	NOUN
ajlm-2085	26	38	performance	performance	NOUN
ajlm-2085	26	39	is	be	AUX
ajlm-2085	26	40	through	through	ADP
ajlm-2085	26	41	the	the	DET
ajlm-2085	26	42	assessment	assessment	NOUN
ajlm-2085	26	43	of	of	ADP
ajlm-2085	26	44	tat	tat	ADJ
ajlm-2085	26	45	.	.	PUNCT
ajlm-2085	26	46	turn	turn	VERB
ajlm-2085	26	47	-	-	PUNCT
ajlm-2085	26	48	around	around	ADP
ajlm-2085	26	49	time	time	NOUN
ajlm-2085	26	50	assessment	assessment	NOUN
ajlm-2085	26	51	measures	measure	NOUN
ajlm-2085	26	52	and	and	CCONJ
ajlm-2085	26	53	monitors	monitor	VERB
ajlm-2085	26	54	laboratory	laboratory	NOUN
ajlm-2085	26	55	testing	testing	NOUN
ajlm-2085	26	56	efficiency	efficiency	NOUN
ajlm-2085	26	57	and	and	CCONJ
ajlm-2085	26	58	result	result	VERB
ajlm-2085	26	59	delivery	delivery	NOUN
ajlm-2085	26	60	to	to	PART
ajlm-2085	26	61	support	support	VERB
ajlm-2085	26	62	patient	patient	ADJ
ajlm-2085	26	63	care	care	NOUN
ajlm-2085	26	64	.	.	PUNCT
ajlm-2085	27	1	thus	thus	ADV
ajlm-2085	27	2	,	,	PUNCT
ajlm-2085	27	3	substantial	substantial	ADJ
ajlm-2085	27	4	emphasis	emphasis	NOUN
ajlm-2085	27	5	is	be	AUX
ajlm-2085	27	6	placed	place	VERB
ajlm-2085	27	7	on	on	ADP
ajlm-2085	27	8	laboratory	laboratory	NOUN
ajlm-2085	27	9	tat	tat	NOUN
ajlm-2085	27	10	,	,	PUNCT
ajlm-2085	27	11	with	with	ADP
ajlm-2085	27	12	each	each	DET
ajlm-2085	27	13	test	test	NOUN
ajlm-2085	27	14	having	have	VERB
ajlm-2085	27	15	a	a	DET
ajlm-2085	27	16	predetermined	predetermined	ADJ
ajlm-2085	27	17	cut	cut	NOUN
ajlm-2085	27	18	-	-	PUNCT
ajlm-2085	27	19	off	off	ADP
ajlm-2085	27	20	target	target	NOUN
ajlm-2085	27	21	to	to	PART
ajlm-2085	27	22	ensure	ensure	VERB
ajlm-2085	27	23	accurate	accurate	ADJ
ajlm-2085	27	24	testing	testing	NOUN
ajlm-2085	27	25	and	and	CCONJ
ajlm-2085	27	26	timely	timely	ADJ
ajlm-2085	27	27	results	result	NOUN
ajlm-2085	27	28	.	.	PUNCT
ajlm-2085	28	1	various	various	ADJ
ajlm-2085	28	2	local	local	ADJ
ajlm-2085	28	3	studies	study	NOUN
ajlm-2085	28	4	reported	report	VERB
ajlm-2085	28	5	a	a	DET
ajlm-2085	28	6	substantial	substantial	ADJ
ajlm-2085	28	7	improvement	improvement	NOUN
ajlm-2085	28	8	in	in	ADP
ajlm-2085	28	9	tat	tat	NOUN
ajlm-2085	28	10	performance	performance	NOUN
ajlm-2085	28	11	across	across	ADP
ajlm-2085	28	12	the	the	DET
ajlm-2085	28	13	network	network	NOUN
ajlm-2085	28	14	of	of	ADP
ajlm-2085	28	15	cd4	cd4	PROPN
ajlm-2085	28	16	testing	testing	NOUN
ajlm-2085	28	17	facilities	facility	NOUN
ajlm-2085	28	18	,	,	PUNCT
ajlm-2085	28	19	with	with	ADP
ajlm-2085	28	20	continuous	continuous	ADJ
ajlm-2085	28	21	monitoring	monitoring	NOUN
ajlm-2085	28	22	through	through	ADP
ajlm-2085	28	23	a	a	DET
ajlm-2085	28	24	weekly	weekly	ADJ
ajlm-2085	28	25	tat	tat	NOUN
ajlm-2085	28	26	dashboard	dashboard	NOUN
ajlm-2085	28	27	ensuring	ensure	VERB
ajlm-2085	28	28	timely	timely	ADJ
ajlm-2085	28	29	intervention	intervention	NOUN
ajlm-2085	28	30	where	where	SCONJ
ajlm-2085	28	31	the	the	DET
ajlm-2085	28	32	tat	tat	NOUN
ajlm-2085	28	33	target	target	NOUN
ajlm-2085	28	34	is	be	AUX
ajlm-2085	28	35	unmet.7,8,9,10	unmet.7,8,9,10	NUM
ajlm-2085	28	36	for	for	ADP
ajlm-2085	28	37	laboratories	laboratory	NOUN
ajlm-2085	28	38	to	to	PART
ajlm-2085	28	39	meet	meet	VERB
ajlm-2085	28	40	their	their	PRON
ajlm-2085	28	41	tat	tat	NOUN
ajlm-2085	28	42	targets	target	NOUN
ajlm-2085	28	43	,	,	PUNCT
ajlm-2085	28	44	they	they	PRON
ajlm-2085	28	45	must	must	AUX
ajlm-2085	28	46	streamline	streamline	VERB
ajlm-2085	28	47	all	all	DET
ajlm-2085	28	48	aspects	aspect	NOUN
ajlm-2085	28	49	of	of	ADP
ajlm-2085	28	50	their	their	PRON
ajlm-2085	28	51	workflow	workflow	NOUN
ajlm-2085	28	52	;	;	PUNCT
ajlm-2085	28	53	this	this	PRON
ajlm-2085	28	54	includes	include	VERB
ajlm-2085	28	55	optimising	optimise	VERB
ajlm-2085	28	56	sample	sample	NOUN
ajlm-2085	28	57	preparation	preparation	NOUN
ajlm-2085	28	58	and	and	CCONJ
ajlm-2085	28	59	reagent	reagent	ADJ
ajlm-2085	28	60	use	use	NOUN
ajlm-2085	28	61	.	.	PUNCT
ajlm-2085	29	1	effective	effective	ADJ
ajlm-2085	29	2	reagent	reagent	ADJ
ajlm-2085	29	3	utilisation	utilisation	NOUN
ajlm-2085	29	4	notably	notably	ADV
ajlm-2085	29	5	saves	save	VERB
ajlm-2085	29	6	time	time	NOUN
ajlm-2085	29	7	and	and	CCONJ
ajlm-2085	29	8	money	money	NOUN
ajlm-2085	29	9	and	and	CCONJ
ajlm-2085	29	10	can	can	AUX
ajlm-2085	29	11	be	be	AUX
ajlm-2085	29	12	used	use	VERB
ajlm-2085	29	13	as	as	ADP
ajlm-2085	29	14	an	an	DET
ajlm-2085	29	15	additional	additional	ADJ
ajlm-2085	29	16	measure	measure	NOUN
ajlm-2085	29	17	of	of	ADP
ajlm-2085	29	18	laboratory	laboratory	NOUN
ajlm-2085	29	19	performance	performance	NOUN
ajlm-2085	29	20	and	and	CCONJ
ajlm-2085	29	21	efficiency	efficiency	NOUN
ajlm-2085	29	22	.	.	PUNCT
ajlm-2085	30	1	less	less	ADV
ajlm-2085	30	2	efficient	efficient	ADJ
ajlm-2085	30	3	laboratories	laboratory	NOUN
ajlm-2085	30	4	can	can	AUX
ajlm-2085	30	5	be	be	AUX
ajlm-2085	30	6	identified	identify	VERB
ajlm-2085	30	7	by	by	ADP
ajlm-2085	30	8	assessing	assess	VERB
ajlm-2085	30	9	laboratory	laboratory	NOUN
ajlm-2085	30	10	cd4	cd4	PROPN
ajlm-2085	30	11	reagent	reagent	ADJ
ajlm-2085	30	12	utilisation	utilisation	NOUN
ajlm-2085	30	13	,	,	PUNCT
ajlm-2085	30	14	corrective	corrective	ADJ
ajlm-2085	30	15	practices	practice	NOUN
ajlm-2085	30	16	implemented	implement	VERB
ajlm-2085	30	17	,	,	PUNCT
ajlm-2085	30	18	and	and	CCONJ
ajlm-2085	30	19	streamlined	streamlined	ADJ
ajlm-2085	30	20	workflow	workflow	NOUN
ajlm-2085	30	21	processes	process	NOUN
ajlm-2085	30	22	introduced	introduce	VERB
ajlm-2085	30	23	.	.	PUNCT
ajlm-2085	31	1	furthermore	furthermore	ADV
ajlm-2085	31	2	,	,	PUNCT
ajlm-2085	31	3	as	as	SCONJ
ajlm-2085	31	4	all	all	DET
ajlm-2085	31	5	cd4	cd4	PROPN
ajlm-2085	31	6	testing	testing	NOUN
ajlm-2085	31	7	procedures	procedure	NOUN
ajlm-2085	31	8	are	be	AUX
ajlm-2085	31	9	standardised	standardise	VERB
ajlm-2085	31	10	across	across	ADP
ajlm-2085	31	11	the	the	DET
ajlm-2085	31	12	nhls	nhls	NOUN
ajlm-2085	31	13	,	,	PUNCT
ajlm-2085	31	14	including	include	VERB
ajlm-2085	31	15	the	the	DET
ajlm-2085	31	16	adoption	adoption	NOUN
ajlm-2085	31	17	of	of	ADP
ajlm-2085	31	18	good	good	ADJ
ajlm-2085	31	19	laboratory	laboratory	NOUN
ajlm-2085	31	20	practice	practice	NOUN
ajlm-2085	31	21	principles	principle	NOUN
ajlm-2085	31	22	,	,	PUNCT
ajlm-2085	31	23	practices	practice	NOUN
ajlm-2085	31	24	of	of	ADP
ajlm-2085	31	25	effective	effective	ADJ
ajlm-2085	31	26	reagent	reagent	ADJ
ajlm-2085	31	27	utilisation	utilisation	NOUN
ajlm-2085	31	28	can	can	AUX
ajlm-2085	31	29	offer	offer	VERB
ajlm-2085	31	30	additional	additional	ADJ
ajlm-2085	31	31	value	value	NOUN
ajlm-2085	31	32	in	in	ADP
ajlm-2085	31	33	the	the	DET
ajlm-2085	31	34	quest	quest	NOUN
ajlm-2085	31	35	for	for	ADP
ajlm-2085	31	36	better	well	ADJ
ajlm-2085	31	37	service	service	NOUN
ajlm-2085	31	38	efficiencies	efficiency	NOUN
ajlm-2085	31	39	.	.	PUNCT
ajlm-2085	32	1	‘	'	PUNCT
ajlm-2085	32	2	six	six	NUM
ajlm-2085	32	3	sigma	sigma	NOUN
ajlm-2085	32	4	’	'	PUNCT
ajlm-2085	32	5	is	be	AUX
ajlm-2085	32	6	a	a	DET
ajlm-2085	32	7	quality	quality	NOUN
ajlm-2085	32	8	management	management	NOUN
ajlm-2085	32	9	strategy	strategy	NOUN
ajlm-2085	32	10	that	that	PRON
ajlm-2085	32	11	aims	aim	VERB
ajlm-2085	32	12	to	to	PART
ajlm-2085	32	13	improve	improve	VERB
ajlm-2085	32	14	the	the	DET
ajlm-2085	32	15	quality	quality	NOUN
ajlm-2085	32	16	of	of	ADP
ajlm-2085	32	17	processes	process	NOUN
ajlm-2085	32	18	and	and	CCONJ
ajlm-2085	32	19	focuses	focus	VERB
ajlm-2085	32	20	on	on	ADP
ajlm-2085	32	21	identifying	identify	VERB
ajlm-2085	32	22	and	and	CCONJ
ajlm-2085	32	23	removing	remove	VERB
ajlm-2085	32	24	defects.11,12	defects.11,12	NOUN
ajlm-2085	32	25	this	this	DET
ajlm-2085	32	26	strategy	strategy	NOUN
ajlm-2085	32	27	includes	include	VERB
ajlm-2085	32	28	‘	'	PUNCT
ajlm-2085	32	29	lean	lean	ADJ
ajlm-2085	32	30	’	'	PUNCT
ajlm-2085	32	31	,	,	PUNCT
ajlm-2085	32	32	a	a	DET
ajlm-2085	32	33	methodology	methodology	NOUN
ajlm-2085	32	34	used	use	VERB
ajlm-2085	32	35	to	to	PART
ajlm-2085	32	36	improve	improve	VERB
ajlm-2085	32	37	the	the	DET
ajlm-2085	32	38	efficiency	efficiency	NOUN
ajlm-2085	32	39	of	of	ADP
ajlm-2085	32	40	clinical	clinical	ADJ
ajlm-2085	32	41	laboratory	laboratory	NOUN
ajlm-2085	32	42	procedures.11,12	procedures.11,12	NOUN
ajlm-2085	32	43	one	one	NUM
ajlm-2085	32	44	of	of	ADP
ajlm-2085	32	45	the	the	DET
ajlm-2085	32	46	key	key	ADJ
ajlm-2085	32	47	factors	factor	NOUN
ajlm-2085	32	48	is	be	AUX
ajlm-2085	32	49	to	to	PART
ajlm-2085	32	50	identify	identify	VERB
ajlm-2085	32	51	the	the	DET
ajlm-2085	32	52	value	value	NOUN
ajlm-2085	32	53	stream	stream	NOUN
ajlm-2085	32	54	and	and	CCONJ
ajlm-2085	32	55	remove	remove	VERB
ajlm-2085	32	56	wastage.13	wastage.13	PROPN
ajlm-2085	32	57	in	in	ADP
ajlm-2085	32	58	the	the	DET
ajlm-2085	32	59	delivery	delivery	NOUN
ajlm-2085	32	60	of	of	ADP
ajlm-2085	32	61	any	any	DET
ajlm-2085	32	62	efficient	efficient	ADJ
ajlm-2085	32	63	service	service	NOUN
ajlm-2085	32	64	,	,	PUNCT
ajlm-2085	32	65	lean	lean	ADJ
ajlm-2085	32	66	manufacturing	manufacturing	NOUN
ajlm-2085	32	67	concepts	concept	NOUN
ajlm-2085	32	68	include	include	VERB
ajlm-2085	32	69	the	the	DET
ajlm-2085	32	70	flow	flow	NOUN
ajlm-2085	32	71	of	of	ADP
ajlm-2085	32	72	raw	raw	ADJ
ajlm-2085	32	73	material	material	NOUN
ajlm-2085	32	74	,	,	PUNCT
ajlm-2085	32	75	work	work	NOUN
ajlm-2085	32	76	in	in	ADP
ajlm-2085	32	77	progress	progress	NOUN
ajlm-2085	32	78	,	,	PUNCT
ajlm-2085	32	79	and	and	CCONJ
ajlm-2085	32	80	finished	finished	ADJ
ajlm-2085	32	81	goods	good	NOUN
ajlm-2085	32	82	,	,	PUNCT
ajlm-2085	32	83	while	while	SCONJ
ajlm-2085	32	84	in	in	ADP
ajlm-2085	32	85	the	the	DET
ajlm-2085	32	86	case	case	NOUN
ajlm-2085	32	87	of	of	ADP
ajlm-2085	32	88	this	this	DET
ajlm-2085	32	89	study	study	NOUN
ajlm-2085	32	90	,	,	PUNCT
ajlm-2085	32	91	laboratory	laboratory	NOUN
ajlm-2085	32	92	staff	staff	NOUN
ajlm-2085	32	93	,	,	PUNCT
ajlm-2085	32	94	analysers	analyser	NOUN
ajlm-2085	32	95	,	,	PUNCT
ajlm-2085	32	96	and	and	CCONJ
ajlm-2085	32	97	information	information	NOUN
ajlm-2085	32	98	elucidate	elucidate	VERB
ajlm-2085	32	99	efficiency.13,14	efficiency.13,14	ADV
ajlm-2085	32	100	in	in	ADP
ajlm-2085	32	101	a	a	DET
ajlm-2085	32	102	pathology	pathology	NOUN
ajlm-2085	32	103	setting	setting	NOUN
ajlm-2085	32	104	,	,	PUNCT
ajlm-2085	32	105	the	the	DET
ajlm-2085	32	106	flow	flow	NOUN
ajlm-2085	32	107	of	of	ADP
ajlm-2085	32	108	raw	raw	ADJ
ajlm-2085	32	109	materials	material	NOUN
ajlm-2085	32	110	relates	relate	VERB
ajlm-2085	32	111	to	to	ADP
ajlm-2085	32	112	the	the	DET
ajlm-2085	32	113	supply	supply	NOUN
ajlm-2085	32	114	of	of	ADP
ajlm-2085	32	115	test	test	NOUN
ajlm-2085	32	116	reagents	reagent	NOUN
ajlm-2085	32	117	and	and	CCONJ
ajlm-2085	32	118	associated	associated	ADJ
ajlm-2085	32	119	consumables	consumable	NOUN
ajlm-2085	32	120	required	require	VERB
ajlm-2085	32	121	to	to	PART
ajlm-2085	32	122	perform	perform	VERB
ajlm-2085	32	123	a	a	DET
ajlm-2085	32	124	specific	specific	ADJ
ajlm-2085	32	125	test	test	NOUN
ajlm-2085	32	126	.	.	PUNCT
ajlm-2085	33	1	finished	finish	VERB
ajlm-2085	33	2	goods	good	NOUN
ajlm-2085	33	3	in	in	ADP
ajlm-2085	33	4	a	a	DET
ajlm-2085	33	5	laboratory	laboratory	NOUN
ajlm-2085	33	6	environment	environment	NOUN
ajlm-2085	33	7	refer	refer	VERB
ajlm-2085	33	8	to	to	ADP
ajlm-2085	33	9	the	the	DET
ajlm-2085	33	10	verified	verify	VERB
ajlm-2085	33	11	result	result	NOUN
ajlm-2085	33	12	delivered	deliver	VERB
ajlm-2085	33	13	to	to	ADP
ajlm-2085	33	14	the	the	DET
ajlm-2085	33	15	healthcare	healthcare	NOUN
ajlm-2085	33	16	worker	worker	NOUN
ajlm-2085	33	17	or	or	CCONJ
ajlm-2085	33	18	originator	originator	NOUN
ajlm-2085	33	19	of	of	ADP
ajlm-2085	33	20	the	the	DET
ajlm-2085	33	21	test	test	NOUN
ajlm-2085	33	22	request	request	NOUN
ajlm-2085	33	23	.	.	PUNCT
ajlm-2085	34	1	to	to	PART
ajlm-2085	34	2	produce	produce	VERB
ajlm-2085	34	3	a	a	DET
ajlm-2085	34	4	result	result	NOUN
ajlm-2085	34	5	,	,	PUNCT
ajlm-2085	34	6	the	the	DET
ajlm-2085	34	7	laboratory	laboratory	NOUN
ajlm-2085	34	8	requires	require	VERB
ajlm-2085	34	9	trained	train	VERB
ajlm-2085	34	10	staff	staff	NOUN
ajlm-2085	34	11	to	to	PART
ajlm-2085	34	12	conduct	conduct	VERB
ajlm-2085	34	13	testing	testing	NOUN
ajlm-2085	34	14	on	on	ADP
ajlm-2085	34	15	appropriate	appropriate	ADJ
ajlm-2085	34	16	analysers	analyser	NOUN
ajlm-2085	34	17	before	before	SCONJ
ajlm-2085	34	18	test	test	NOUN
ajlm-2085	34	19	results	result	NOUN
ajlm-2085	34	20	are	be	AUX
ajlm-2085	34	21	verified	verify	VERB
ajlm-2085	34	22	on	on	ADP
ajlm-2085	34	23	the	the	DET
ajlm-2085	34	24	laboratory	laboratory	NOUN
ajlm-2085	34	25	information	information	NOUN
ajlm-2085	34	26	system	system	NOUN
ajlm-2085	34	27	(	(	PUNCT
ajlm-2085	34	28	lis	li	NOUN
ajlm-2085	34	29	)	)	PUNCT
ajlm-2085	34	30	for	for	ADP
ajlm-2085	34	31	reporting	report	VERB
ajlm-2085	34	32	.	.	PUNCT
ajlm-2085	35	1	the	the	DET
ajlm-2085	35	2	study	study	NOUN
ajlm-2085	35	3	assessed	assess	VERB
ajlm-2085	35	4	laboratories	laboratory	NOUN
ajlm-2085	35	5	’	'	PUNCT
ajlm-2085	35	6	optimal	optimal	ADJ
ajlm-2085	35	7	use	use	NOUN
ajlm-2085	35	8	of	of	ADP
ajlm-2085	35	9	cd4	cd4	PROPN
ajlm-2085	35	10	test	test	NOUN
ajlm-2085	35	11	reagents	reagent	NOUN
ajlm-2085	35	12	to	to	PART
ajlm-2085	35	13	identify	identify	VERB
ajlm-2085	35	14	laboratories	laboratory	NOUN
ajlm-2085	35	15	that	that	PRON
ajlm-2085	35	16	need	need	VERB
ajlm-2085	35	17	to	to	PART
ajlm-2085	35	18	minimise	minimise	VERB
ajlm-2085	35	19	wastage	wastage	NOUN
ajlm-2085	35	20	by	by	ADP
ajlm-2085	35	21	improving	improve	VERB
ajlm-2085	35	22	and	and	CCONJ
ajlm-2085	35	23	refining	refine	VERB
ajlm-2085	35	24	their	their	PRON
ajlm-2085	35	25	workflow	workflow	NOUN
ajlm-2085	35	26	.	.	PUNCT
ajlm-2085	36	1	the	the	DET
ajlm-2085	36	2	laboratories	laboratory	NOUN
ajlm-2085	36	3	utilised	utilise	VERB
ajlm-2085	36	4	national	national	ADJ
ajlm-2085	36	5	,	,	PUNCT
ajlm-2085	36	6	standardised	standardised	ADJ
ajlm-2085	36	7	analyser	analyser	NOUN
ajlm-2085	36	8	platforms	platform	NOUN
ajlm-2085	36	9	and	and	CCONJ
ajlm-2085	36	10	protocols	protocol	NOUN
ajlm-2085	36	11	(	(	PUNCT
ajlm-2085	36	12	standard	standard	ADJ
ajlm-2085	36	13	operating	operating	NOUN
ajlm-2085	36	14	procedures	procedure	NOUN
ajlm-2085	36	15	)	)	PUNCT
ajlm-2085	36	16	and	and	CCONJ
ajlm-2085	36	17	a	a	DET
ajlm-2085	36	18	national	national	ADJ
ajlm-2085	36	19	lis	li	NOUN
ajlm-2085	36	20	.	.	PUNCT
ajlm-2085	37	1	this	this	DET
ajlm-2085	37	2	study	study	NOUN
ajlm-2085	37	3	aimed	aim	VERB
ajlm-2085	37	4	to	to	PART
ajlm-2085	37	5	model	model	VERB
ajlm-2085	37	6	cd4	cd4	PROPN
ajlm-2085	37	7	reagent	reagent	ADJ
ajlm-2085	37	8	use	use	NOUN
ajlm-2085	37	9	across	across	ADP
ajlm-2085	37	10	a	a	DET
ajlm-2085	37	11	national	national	ADJ
ajlm-2085	37	12	network	network	NOUN
ajlm-2085	37	13	of	of	ADP
ajlm-2085	37	14	laboratories	laboratory	NOUN
ajlm-2085	37	15	,	,	PUNCT
ajlm-2085	37	16	using	use	VERB
ajlm-2085	37	17	data	datum	NOUN
ajlm-2085	37	18	for	for	ADP
ajlm-2085	37	19	the	the	DET
ajlm-2085	37	20	2019	2019	NUM
ajlm-2085	37	21	calendar	calendar	NOUN
ajlm-2085	37	22	year	year	NOUN
ajlm-2085	37	23	in	in	ADP
ajlm-2085	37	24	south	south	PROPN
ajlm-2085	37	25	africa	africa	PROPN
ajlm-2085	37	26	.	.	PUNCT
ajlm-2085	38	1	a	a	DET
ajlm-2085	38	2	secondary	secondary	ADJ
ajlm-2085	38	3	objective	objective	NOUN
ajlm-2085	38	4	was	be	AUX
ajlm-2085	38	5	to	to	PART
ajlm-2085	38	6	review	review	VERB
ajlm-2085	38	7	national	national	ADJ
ajlm-2085	38	8	and	and	CCONJ
ajlm-2085	38	9	provincial	provincial	ADJ
ajlm-2085	38	10	efficiency	efficiency	NOUN
ajlm-2085	38	11	of	of	ADP
ajlm-2085	38	12	reagent	reagent	ADJ
ajlm-2085	38	13	use	use	NOUN
ajlm-2085	38	14	and	and	CCONJ
ajlm-2085	38	15	reagent	reagent	ADJ
ajlm-2085	38	16	usage	usage	NOUN
ajlm-2085	38	17	at	at	ADP
ajlm-2085	38	18	the	the	DET
ajlm-2085	38	19	individual	individual	ADJ
ajlm-2085	38	20	laboratory	laboratory	NOUN
ajlm-2085	38	21	level	level	NOUN
ajlm-2085	38	22	.	.	PUNCT
ajlm-2085	39	1	in	in	ADP
ajlm-2085	39	2	laboratories	laboratory	NOUN
ajlm-2085	39	3	where	where	SCONJ
ajlm-2085	39	4	efficiency	efficiency	NOUN
ajlm-2085	39	5	was	be	AUX
ajlm-2085	39	6	suboptimal	suboptimal	ADJ
ajlm-2085	39	7	,	,	PUNCT
ajlm-2085	39	8	a	a	DET
ajlm-2085	39	9	further	further	ADJ
ajlm-2085	39	10	objective	objective	NOUN
ajlm-2085	39	11	was	be	AUX
ajlm-2085	39	12	to	to	PART
ajlm-2085	39	13	assess	assess	VERB
ajlm-2085	39	14	whether	whether	SCONJ
ajlm-2085	39	15	there	there	PRON
ajlm-2085	39	16	was	be	VERB
ajlm-2085	39	17	any	any	DET
ajlm-2085	39	18	correlation	correlation	NOUN
ajlm-2085	39	19	between	between	ADP
ajlm-2085	39	20	their	their	PRON
ajlm-2085	39	21	reagent	reagent	ADJ
ajlm-2085	39	22	efficiency	efficiency	NOUN
ajlm-2085	39	23	percentage	percentage	NOUN
ajlm-2085	39	24	and	and	CCONJ
ajlm-2085	39	25	other	other	ADJ
ajlm-2085	39	26	service	service	NOUN
ajlm-2085	39	27	efficiency	efficiency	NOUN
ajlm-2085	39	28	indicators	indicator	NOUN
ajlm-2085	39	29	.	.	PUNCT
ajlm-2085	40	1	these	these	DET
ajlm-2085	40	2	service	service	NOUN
ajlm-2085	40	3	indicators	indicator	NOUN
ajlm-2085	40	4	included	include	VERB
ajlm-2085	40	5	the	the	DET
ajlm-2085	40	6	number	number	NOUN
ajlm-2085	40	7	of	of	ADP
ajlm-2085	40	8	service	service	NOUN
ajlm-2085	40	9	call	call	NOUN
ajlm-2085	40	10	-	-	PUNCT
ajlm-2085	40	11	outs	out	NOUN
ajlm-2085	40	12	during	during	ADP
ajlm-2085	40	13	instrument	instrument	NOUN
ajlm-2085	40	14	failure	failure	NOUN
ajlm-2085	40	15	,	,	PUNCT
ajlm-2085	40	16	days	day	NOUN
ajlm-2085	40	17	lost	lose	VERB
ajlm-2085	40	18	(	(	PUNCT
ajlm-2085	40	19	as	as	ADP
ajlm-2085	40	20	a	a	DET
ajlm-2085	40	21	consequence	consequence	NOUN
ajlm-2085	40	22	of	of	ADP
ajlm-2085	40	23	instrument	instrument	NOUN
ajlm-2085	40	24	downtime	downtime	PROPN
ajlm-2085	40	25	)	)	PUNCT
ajlm-2085	40	26	,	,	PUNCT
ajlm-2085	40	27	delays	delay	NOUN
ajlm-2085	40	28	due	due	ADP
ajlm-2085	40	29	to	to	ADP
ajlm-2085	40	30	referrals	referral	NOUN
ajlm-2085	40	31	(	(	PUNCT
ajlm-2085	40	32	where	where	SCONJ
ajlm-2085	40	33	samples	sample	NOUN
ajlm-2085	40	34	are	be	AUX
ajlm-2085	40	35	sent	send	VERB
ajlm-2085	40	36	to	to	ADP
ajlm-2085	40	37	sister	sister	NOUN
ajlm-2085	40	38	laboratories	laboratory	NOUN
ajlm-2085	40	39	for	for	ADP
ajlm-2085	40	40	testing	testing	NOUN
ajlm-2085	40	41	during	during	ADP
ajlm-2085	40	42	instrument	instrument	NOUN
ajlm-2085	40	43	downtime	downtime	NOUN
ajlm-2085	40	44	)	)	PUNCT
ajlm-2085	40	45	,	,	PUNCT
ajlm-2085	40	46	and	and	CCONJ
ajlm-2085	40	47	tat	tat	NOUN
ajlm-2085	40	48	performance	performance	NOUN
ajlm-2085	40	49	of	of	ADP
ajlm-2085	40	50	the	the	DET
ajlm-2085	40	51	affected	affected	ADJ
ajlm-2085	40	52	laboratory	laboratory	NOUN
ajlm-2085	40	53	.	.	PUNCT
ajlm-2085	41	1	methods	method	NOUN
ajlm-2085	41	2	ethical	ethical	ADJ
ajlm-2085	41	3	considerations	consideration	NOUN
ajlm-2085	41	4	ethical	ethical	ADJ
ajlm-2085	41	5	clearance	clearance	NOUN
ajlm-2085	41	6	for	for	ADP
ajlm-2085	41	7	this	this	DET
ajlm-2085	41	8	study	study	NOUN
ajlm-2085	41	9	was	be	AUX
ajlm-2085	41	10	obtained	obtain	VERB
ajlm-2085	41	11	from	from	ADP
ajlm-2085	41	12	the	the	DET
ajlm-2085	41	13	university	university	NOUN
ajlm-2085	41	14	of	of	ADP
ajlm-2085	41	15	the	the	DET
ajlm-2085	41	16	witwatersrand	witwatersrand	NOUN
ajlm-2085	41	17	(	(	PUNCT
ajlm-2085	41	18	m220163	m220163	PROPN
ajlm-2085	41	19	)	)	PUNCT
ajlm-2085	41	20	.	.	PUNCT
ajlm-2085	42	1	only	only	ADV
ajlm-2085	42	2	aggregate	aggregate	VERB
ajlm-2085	42	3	secondary	secondary	ADJ
ajlm-2085	42	4	laboratory	laboratory	NOUN
ajlm-2085	42	5	data	datum	NOUN
ajlm-2085	42	6	were	be	AUX
ajlm-2085	42	7	used	use	VERB
ajlm-2085	42	8	;	;	PUNCT
ajlm-2085	42	9	our	our	PRON
ajlm-2085	42	10	study	study	NOUN
ajlm-2085	42	11	did	do	AUX
ajlm-2085	42	12	not	not	PART
ajlm-2085	42	13	require	require	VERB
ajlm-2085	42	14	the	the	DET
ajlm-2085	42	15	use	use	NOUN
ajlm-2085	42	16	of	of	ADP
ajlm-2085	42	17	any	any	DET
ajlm-2085	42	18	patient	patient	ADJ
ajlm-2085	42	19	identifiers	identifier	NOUN
ajlm-2085	42	20	.	.	PUNCT
ajlm-2085	43	1	all	all	DET
ajlm-2085	43	2	specific	specific	ADJ
ajlm-2085	43	3	province	province	NOUN
ajlm-2085	43	4	and	and	CCONJ
ajlm-2085	43	5	individual	individual	ADJ
ajlm-2085	43	6	laboratory	laboratory	NOUN
ajlm-2085	43	7	identifiers	identifier	NOUN
ajlm-2085	43	8	were	be	AUX
ajlm-2085	43	9	removed	remove	VERB
ajlm-2085	43	10	,	,	PUNCT
ajlm-2085	43	11	and	and	CCONJ
ajlm-2085	43	12	sites	site	NOUN
ajlm-2085	43	13	were	be	AUX
ajlm-2085	43	14	anonymised	anonymise	VERB
ajlm-2085	43	15	for	for	ADP
ajlm-2085	43	16	this	this	DET
ajlm-2085	43	17	study	study	NOUN
ajlm-2085	43	18	.	.	PUNCT
ajlm-2085	44	1	the	the	DET
ajlm-2085	44	2	human	human	PROPN
ajlm-2085	44	3	research	research	PROPN
ajlm-2085	44	4	ethics	ethic	NOUN
ajlm-2085	44	5	committee	committee	PROPN
ajlm-2085	44	6	did	do	AUX
ajlm-2085	44	7	not	not	PART
ajlm-2085	44	8	require	require	VERB
ajlm-2085	44	9	patient	patient	ADJ
ajlm-2085	44	10	consent	consent	NOUN
ajlm-2085	44	11	.	.	PUNCT
ajlm-2085	45	1	study	study	NOUN
ajlm-2085	45	2	design	design	VERB
ajlm-2085	45	3	the	the	DET
ajlm-2085	45	4	cross	cross	ADJ
ajlm-2085	45	5	-	-	ADJ
ajlm-2085	45	6	sectional	sectional	ADJ
ajlm-2085	45	7	study	study	NOUN
ajlm-2085	45	8	design	design	NOUN
ajlm-2085	45	9	assessed	assess	VERB
ajlm-2085	45	10	the	the	DET
ajlm-2085	45	11	cd4	cd4	PROPN
ajlm-2085	45	12	reagent	reagent	ADJ
ajlm-2085	45	13	utilisation	utilisation	NOUN
ajlm-2085	45	14	of	of	ADP
ajlm-2085	45	15	47	47	NUM
ajlm-2085	45	16	nhls	nhls	ADJ
ajlm-2085	45	17	laboratories	laboratory	NOUN
ajlm-2085	45	18	in	in	ADP
ajlm-2085	45	19	south	south	PROPN
ajlm-2085	45	20	africa	africa	PROPN
ajlm-2085	45	21	for	for	ADP
ajlm-2085	45	22	the	the	DET
ajlm-2085	45	23	2019	2019	NUM
ajlm-2085	45	24	calendar	calendar	NOUN
ajlm-2085	45	25	year	year	NOUN
ajlm-2085	45	26	.	.	PUNCT
ajlm-2085	46	1	cd4	cd4	PROPN
ajlm-2085	46	2	testing	testing	NOUN
ajlm-2085	46	3	was	be	AUX
ajlm-2085	46	4	performed	perform	VERB
ajlm-2085	46	5	on	on	ADP
ajlm-2085	46	6	the	the	DET
ajlm-2085	46	7	beckman	beckman	PROPN
ajlm-2085	46	8	coulter	coulter	PROPN
ajlm-2085	46	9	fc500	fc500	PROPN
ajlm-2085	46	10	mpl	mpl	PROPN
ajlm-2085	46	11	/	/	SYM
ajlm-2085	46	12	cellmek	cellmek	PROPN
ajlm-2085	46	13	and	and	CCONJ
ajlm-2085	46	14	aquios	aquio	NOUN
ajlm-2085	46	15	cl	cl	NOUN
ajlm-2085	46	16	cytometers	cytometer	NOUN
ajlm-2085	46	17	(	(	PUNCT
ajlm-2085	46	18	beckman	beckman	PROPN
ajlm-2085	46	19	coulter	coulter	PROPN
ajlm-2085	46	20	,	,	PUNCT
ajlm-2085	46	21	miami	miami	PROPN
ajlm-2085	46	22	,	,	PUNCT
ajlm-2085	46	23	florida	florida	PROPN
ajlm-2085	46	24	,	,	PUNCT
ajlm-2085	46	25	united	united	PROPN
ajlm-2085	46	26	states	states	PROPN
ajlm-2085	46	27	)	)	PUNCT
ajlm-2085	46	28	during	during	ADP
ajlm-2085	46	29	the	the	DET
ajlm-2085	46	30	studied	studied	ADJ
ajlm-2085	46	31	period	period	NOUN
ajlm-2085	46	32	.	.	PUNCT
ajlm-2085	47	1	beckman	beckman	PROPN
ajlm-2085	47	2	coulter	coulter	PROPN
ajlm-2085	47	3	supplied	supply	VERB
ajlm-2085	47	4	all	all	DET
ajlm-2085	47	5	the	the	DET
ajlm-2085	47	6	cd4	cd4	PROPN
ajlm-2085	47	7	reagents	reagent	NOUN
ajlm-2085	47	8	for	for	ADP
ajlm-2085	47	9	both	both	DET
ajlm-2085	47	10	cytometers	cytometer	NOUN
ajlm-2085	47	11	per	per	ADP
ajlm-2085	47	12	the	the	DET
ajlm-2085	47	13	national	national	ADJ
ajlm-2085	47	14	tender	tender	PROPN
ajlm-2085	47	15	agreement.15,16	agreement.15,16	NOUN
ajlm-2085	47	16	irrespective	irrespective	ADV
ajlm-2085	47	17	of	of	ADP
ajlm-2085	47	18	the	the	DET
ajlm-2085	47	19	instrument	instrument	NOUN
ajlm-2085	47	20	used	use	VERB
ajlm-2085	47	21	,	,	PUNCT
ajlm-2085	47	22	all	all	DET
ajlm-2085	47	23	laboratories	laboratory	NOUN
ajlm-2085	47	24	utilised	utilise	VERB
ajlm-2085	47	25	the	the	DET
ajlm-2085	47	26	same	same	ADJ
ajlm-2085	47	27	cd4	cd4	PROPN
ajlm-2085	47	28	panleucogating	panleucogate	VERB
ajlm-2085	47	29	reagents	reagent	NOUN
ajlm-2085	47	30	and	and	CCONJ
ajlm-2085	47	31	national	national	ADJ
ajlm-2085	47	32	standard	standard	NOUN
ajlm-2085	47	33	operating	operate	VERB
ajlm-2085	47	34	procedures.15	procedures.15	PROPN
ajlm-2085	47	35	optimal	optimal	ADJ
ajlm-2085	47	36	efficiency	efficiency	NOUN
ajlm-2085	47	37	percentage	percentage	NOUN
ajlm-2085	47	38	calculation	calculation	NOUN
ajlm-2085	47	39	the	the	DET
ajlm-2085	47	40	optimal	optimal	ADJ
ajlm-2085	47	41	efficiency	efficiency	NOUN
ajlm-2085	47	42	percentage	percentage	NOUN
ajlm-2085	47	43	per	per	ADP
ajlm-2085	47	44	100	100	NUM
ajlm-2085	47	45	tests	test	NOUN
ajlm-2085	47	46	was	be	AUX
ajlm-2085	47	47	calculated	calculate	VERB
ajlm-2085	47	48	using	use	VERB
ajlm-2085	47	49	over	over	ADP
ajlm-2085	47	50	18	18	NUM
ajlm-2085	47	51	years	year	NOUN
ajlm-2085	47	52	of	of	ADP
ajlm-2085	47	53	cd4	cd4	PROPN
ajlm-2085	47	54	testing	testing	NOUN
ajlm-2085	47	55	data	datum	NOUN
ajlm-2085	47	56	(	(	PUNCT
ajlm-2085	47	57	from	from	ADP
ajlm-2085	47	58	2004	2004	NUM
ajlm-2085	47	59	)	)	PUNCT
ajlm-2085	47	60	of	of	ADP
ajlm-2085	47	61	the	the	DET
ajlm-2085	47	62	national	national	ADJ
ajlm-2085	47	63	priority	priority	NOUN
ajlm-2085	47	64	programme.17,18	programme.17,18	NOUN
ajlm-2085	47	65	to	to	PART
ajlm-2085	47	66	determine	determine	VERB
ajlm-2085	47	67	the	the	DET
ajlm-2085	47	68	optimal	optimal	ADJ
ajlm-2085	47	69	efficiency	efficiency	NOUN
ajlm-2085	47	70	percentage	percentage	NOUN
ajlm-2085	47	71	,	,	PUNCT
ajlm-2085	47	72	we	we	PRON
ajlm-2085	47	73	assumed	assume	VERB
ajlm-2085	47	74	an	an	DET
ajlm-2085	47	75	8	8	NUM
ajlm-2085	47	76	-	-	PUNCT
ajlm-2085	47	77	h	h	NOUN
ajlm-2085	47	78	working	working	NOUN
ajlm-2085	47	79	day	day	NOUN
ajlm-2085	47	80	and	and	CCONJ
ajlm-2085	47	81	a	a	DET
ajlm-2085	47	82	5	5	NUM
ajlm-2085	47	83	-	-	PUNCT
ajlm-2085	47	84	day	day	NOUN
ajlm-2085	47	85	testing	testing	NOUN
ajlm-2085	47	86	week	week	NOUN
ajlm-2085	47	87	and	and	CCONJ
ajlm-2085	47	88	included	include	VERB
ajlm-2085	47	89	error	error	NOUN
ajlm-2085	47	90	rates	rate	NOUN
ajlm-2085	47	91	,	,	PUNCT
ajlm-2085	47	92	the	the	DET
ajlm-2085	47	93	number	number	NOUN
ajlm-2085	47	94	of	of	ADP
ajlm-2085	47	95	controls	control	NOUN
ajlm-2085	47	96	used	use	VERB
ajlm-2085	47	97	(	(	PUNCT
ajlm-2085	47	98	which	which	PRON
ajlm-2085	47	99	count	count	VERB
ajlm-2085	47	100	as	as	ADP
ajlm-2085	47	101	one	one	NUM
ajlm-2085	47	102	test	test	NOUN
ajlm-2085	47	103	per	per	ADP
ajlm-2085	47	104	control	control	NOUN
ajlm-2085	47	105	tested	test	VERB
ajlm-2085	47	106	)	)	PUNCT
ajlm-2085	47	107	,	,	PUNCT
ajlm-2085	47	108	days	day	NOUN
ajlm-2085	47	109	lost	lose	VERB
ajlm-2085	47	110	(	(	PUNCT
ajlm-2085	47	111	due	due	ADP
ajlm-2085	47	112	to	to	ADP
ajlm-2085	47	113	instrument	instrument	NOUN
ajlm-2085	47	114	downtime	downtime	NOUN
ajlm-2085	47	115	)	)	PUNCT
ajlm-2085	47	116	,	,	PUNCT
ajlm-2085	47	117	and	and	CCONJ
ajlm-2085	47	118	other	other	ADJ
ajlm-2085	47	119	indicators	indicator	NOUN
ajlm-2085	47	120	(	(	PUNCT
ajlm-2085	47	121	such	such	ADJ
ajlm-2085	47	122	as	as	ADP
ajlm-2085	47	123	electricity	electricity	NOUN
ajlm-2085	47	124	outages	outage	NOUN
ajlm-2085	47	125	)	)	PUNCT
ajlm-2085	47	126	.	.	PUNCT
ajlm-2085	48	1	data	datum	NOUN
ajlm-2085	48	2	extraction	extraction	PROPN
ajlm-2085	48	3	beckman	beckman	PROPN
ajlm-2085	48	4	coulter	coulter	PROPN
ajlm-2085	48	5	(	(	PUNCT
ajlm-2085	48	6	miami	miami	PROPN
ajlm-2085	48	7	,	,	PUNCT
ajlm-2085	48	8	florida	florida	PROPN
ajlm-2085	48	9	,	,	PUNCT
ajlm-2085	48	10	united	united	PROPN
ajlm-2085	48	11	states	states	PROPN
ajlm-2085	48	12	)	)	PUNCT
ajlm-2085	48	13	provided	provide	VERB
ajlm-2085	48	14	aggregate	aggregate	ADJ
ajlm-2085	48	15	data	datum	NOUN
ajlm-2085	48	16	on	on	ADP
ajlm-2085	48	17	raw	raw	ADJ
ajlm-2085	48	18	materials	material	NOUN
ajlm-2085	48	19	(	(	PUNCT
ajlm-2085	48	20	test	test	NOUN
ajlm-2085	48	21	reagent	reagent	ADJ
ajlm-2085	48	22	kits	kit	NOUN
ajlm-2085	48	23	)	)	PUNCT
ajlm-2085	48	24	delivered	deliver	VERB
ajlm-2085	48	25	to	to	ADP
ajlm-2085	48	26	each	each	DET
ajlm-2085	48	27	laboratory	laboratory	NOUN
ajlm-2085	48	28	for	for	ADP
ajlm-2085	48	29	2019	2019	NUM
ajlm-2085	48	30	,	,	PUNCT
ajlm-2085	48	31	and	and	CCONJ
ajlm-2085	48	32	the	the	DET
ajlm-2085	48	33	number	number	NOUN
ajlm-2085	48	34	of	of	ADP
ajlm-2085	48	35	tests	test	NOUN
ajlm-2085	48	36	provided	provide	VERB
ajlm-2085	48	37	from	from	ADP
ajlm-2085	48	38	each	each	DET
ajlm-2085	48	39	delivery	delivery	NOUN
ajlm-2085	48	40	was	be	AUX
ajlm-2085	48	41	estimated	estimate	VERB
ajlm-2085	48	42	by	by	ADP
ajlm-2085	48	43	multiplying	multiply	VERB
ajlm-2085	48	44	the	the	DET
ajlm-2085	48	45	number	number	NOUN
ajlm-2085	48	46	of	of	ADP
ajlm-2085	48	47	kits	kit	NOUN
ajlm-2085	48	48	delivered	deliver	VERB
ajlm-2085	48	49	by	by	ADP
ajlm-2085	48	50	300	300	NUM
ajlm-2085	48	51	(	(	PUNCT
ajlm-2085	48	52	the	the	DET
ajlm-2085	48	53	number	number	NOUN
ajlm-2085	48	54	of	of	ADP
ajlm-2085	48	55	tests	test	NOUN
ajlm-2085	48	56	per	per	ADP
ajlm-2085	48	57	kit	kit	NOUN
ajlm-2085	48	58	)	)	PUNCT
ajlm-2085	48	59	.	.	PUNCT
ajlm-2085	49	1	the	the	DET
ajlm-2085	49	2	variables	variable	NOUN
ajlm-2085	49	3	for	for	ADP
ajlm-2085	49	4	this	this	DET
ajlm-2085	49	5	extract	extract	NOUN
ajlm-2085	49	6	included	include	VERB
ajlm-2085	49	7	:	:	PUNCT
ajlm-2085	49	8	(	(	PUNCT
ajlm-2085	49	9	1	1	X
ajlm-2085	49	10	)	)	PUNCT
ajlm-2085	49	11	reagent	reagent	ADJ
ajlm-2085	49	12	item	item	NOUN
ajlm-2085	49	13	number	number	NOUN
ajlm-2085	49	14	(	(	PUNCT
ajlm-2085	49	15	the	the	DET
ajlm-2085	49	16	company	company	NOUN
ajlm-2085	49	17	’s	’s	PART
ajlm-2085	49	18	reagent	reagent	ADJ
ajlm-2085	49	19	kit	kit	NOUN
ajlm-2085	49	20	product	product	NOUN
ajlm-2085	49	21	identifier	identifier	NOUN
ajlm-2085	49	22	)	)	PUNCT
ajlm-2085	49	23	,	,	PUNCT
ajlm-2085	49	24	(	(	PUNCT
ajlm-2085	49	25	2	2	NUM
ajlm-2085	49	26	)	)	PUNCT
ajlm-2085	49	27	‘	'	PUNCT
ajlm-2085	49	28	ship	ship	NOUN
ajlm-2085	49	29	-	-	PUNCT
ajlm-2085	49	30	to	to	ADP
ajlm-2085	49	31	location	location	NOUN
ajlm-2085	49	32	’	'	PUNCT
ajlm-2085	49	33	used	use	VERB
ajlm-2085	49	34	for	for	ADP
ajlm-2085	49	35	supply	supply	NOUN
ajlm-2085	49	36	chain	chain	NOUN
ajlm-2085	49	37	management	management	NOUN
ajlm-2085	49	38	(	(	PUNCT
ajlm-2085	49	39	which	which	PRON
ajlm-2085	49	40	indicates	indicate	VERB
ajlm-2085	49	41	the	the	DET
ajlm-2085	49	42	laboratory	laboratory	NOUN
ajlm-2085	49	43	that	that	PRON
ajlm-2085	49	44	received	receive	VERB
ajlm-2085	49	45	the	the	DET
ajlm-2085	49	46	kits	kit	NOUN
ajlm-2085	49	47	)	)	PUNCT
ajlm-2085	49	48	,	,	PUNCT
ajlm-2085	49	49	and	and	CCONJ
ajlm-2085	49	50	(	(	PUNCT
ajlm-2085	49	51	3	3	X
ajlm-2085	49	52	)	)	PUNCT
ajlm-2085	49	53	number	number	NOUN
ajlm-2085	49	54	of	of	ADP
ajlm-2085	49	55	kits	kit	NOUN
ajlm-2085	49	56	delivered	deliver	VERB
ajlm-2085	49	57	.	.	PUNCT
ajlm-2085	50	1	in	in	ADP
ajlm-2085	50	2	addition	addition	NOUN
ajlm-2085	50	3	,	,	PUNCT
ajlm-2085	50	4	beckman	beckman	PROPN
ajlm-2085	50	5	coulter	coulter	PROPN
ajlm-2085	50	6	also	also	ADV
ajlm-2085	50	7	provided	provide	VERB
ajlm-2085	50	8	the	the	DET
ajlm-2085	50	9	number	number	NOUN
ajlm-2085	50	10	of	of	ADP
ajlm-2085	50	11	service	service	NOUN
ajlm-2085	50	12	call	call	NOUN
ajlm-2085	50	13	-	-	PUNCT
ajlm-2085	50	14	outs	out	NOUN
ajlm-2085	50	15	for	for	ADP
ajlm-2085	50	16	each	each	DET
ajlm-2085	50	17	laboratory	laboratory	NOUN
ajlm-2085	50	18	during	during	ADP
ajlm-2085	50	19	2019	2019	NUM
ajlm-2085	50	20	.	.	PUNCT
ajlm-2085	51	1	in	in	ADP
ajlm-2085	51	2	this	this	DET
ajlm-2085	51	3	study	study	NOUN
ajlm-2085	51	4	,	,	PUNCT
ajlm-2085	51	5	finished	finish	VERB
ajlm-2085	51	6	goods	good	NOUN
ajlm-2085	51	7	were	be	AUX
ajlm-2085	51	8	defined	define	VERB
ajlm-2085	51	9	as	as	ADP
ajlm-2085	51	10	the	the	DET
ajlm-2085	51	11	number	number	NOUN
ajlm-2085	51	12	of	of	ADP
ajlm-2085	51	13	cd4	cd4	PROPN
ajlm-2085	51	14	results	result	NOUN
ajlm-2085	51	15	authorised	authorise	VERB
ajlm-2085	51	16	by	by	ADP
ajlm-2085	51	17	qualified	qualified	ADJ
ajlm-2085	51	18	technical	technical	ADJ
ajlm-2085	51	19	personnel	personnel	NOUN
ajlm-2085	51	20	on	on	ADP
ajlm-2085	51	21	the	the	DET
ajlm-2085	51	22	lis	li	NOUN
ajlm-2085	51	23	(	(	PUNCT
ajlm-2085	51	24	for	for	ADP
ajlm-2085	51	25	this	this	DET
ajlm-2085	51	26	study	study	NOUN
ajlm-2085	51	27	,	,	PUNCT
ajlm-2085	51	28	this	this	DET
ajlm-2085	51	29	process	process	NOUN
ajlm-2085	51	30	is	be	AUX
ajlm-2085	51	31	termed	term	VERB
ajlm-2085	51	32	‘	'	PUNCT
ajlm-2085	51	33	review	review	NOUN
ajlm-2085	51	34	’	'	PUNCT
ajlm-2085	51	35	)	)	PUNCT
ajlm-2085	51	36	.	.	PUNCT
ajlm-2085	52	1	the	the	DET
ajlm-2085	52	2	reported	report	VERB
ajlm-2085	52	3	test	test	NOUN
ajlm-2085	52	4	volumes	volume	NOUN
ajlm-2085	52	5	,	,	PUNCT
ajlm-2085	52	6	identified	identify	VERB
ajlm-2085	52	7	per	per	ADP
ajlm-2085	52	8	laboratory	laboratory	NOUN
ajlm-2085	52	9	,	,	PUNCT
ajlm-2085	52	10	were	be	AUX
ajlm-2085	52	11	extracted	extract	VERB
ajlm-2085	52	12	by	by	ADP
ajlm-2085	52	13	the	the	DET
ajlm-2085	52	14	corporate	corporate	ADJ
ajlm-2085	52	15	data	datum	NOUN
ajlm-2085	52	16	warehouse	warehouse	NOUN
ajlm-2085	52	17	.	.	PUNCT
ajlm-2085	53	1	the	the	DET
ajlm-2085	53	2	specimen	speciman	NOUN
ajlm-2085	53	3	-	-	PUNCT
ajlm-2085	53	4	level	level	NOUN
ajlm-2085	53	5	cd4	cd4	PROPN
ajlm-2085	53	6	variables	variable	NOUN
ajlm-2085	53	7	reported	report	VERB
ajlm-2085	53	8	were	be	AUX
ajlm-2085	53	9	:	:	PUNCT
ajlm-2085	53	10	(	(	PUNCT
ajlm-2085	53	11	1	1	X
ajlm-2085	53	12	)	)	PUNCT
ajlm-2085	53	13	episode	episode	NOUN
ajlm-2085	53	14	number	number	NOUN
ajlm-2085	53	15	,	,	PUNCT
ajlm-2085	53	16	(	(	PUNCT
ajlm-2085	53	17	2	2	X
ajlm-2085	53	18	)	)	PUNCT
ajlm-2085	53	19	testing	testing	NOUN
ajlm-2085	53	20	laboratory	laboratory	NOUN
ajlm-2085	53	21	,	,	PUNCT
ajlm-2085	53	22	(	(	PUNCT
ajlm-2085	53	23	3	3	X
ajlm-2085	53	24	)	)	PUNCT
ajlm-2085	53	25	source	source	NOUN
ajlm-2085	53	26	laboratory	laboratory	NOUN
ajlm-2085	53	27	,	,	PUNCT
ajlm-2085	53	28	(	(	PUNCT
ajlm-2085	53	29	4	4	X
ajlm-2085	53	30	)	)	PUNCT
ajlm-2085	53	31	province	province	NOUN
ajlm-2085	53	32	,	,	PUNCT
ajlm-2085	53	33	(	(	PUNCT
ajlm-2085	53	34	5	5	X
ajlm-2085	53	35	)	)	PUNCT
ajlm-2085	53	36	review	review	NOUN
ajlm-2085	53	37	date	date	NOUN
ajlm-2085	53	38	,	,	PUNCT
ajlm-2085	53	39	(	(	PUNCT
ajlm-2085	53	40	6	6	NUM
ajlm-2085	53	41	)	)	PUNCT
ajlm-2085	53	42	tat	tat	NOUN
ajlm-2085	53	43	(	(	PUNCT
ajlm-2085	53	44	in	in	ADP
ajlm-2085	53	45	hours	hour	NOUN
ajlm-2085	53	46	)	)	PUNCT
ajlm-2085	53	47	,	,	PUNCT
ajlm-2085	53	48	and	and	CCONJ
ajlm-2085	53	49	(	(	PUNCT
ajlm-2085	53	50	7	7	X
ajlm-2085	53	51	)	)	PUNCT
ajlm-2085	53	52	referral	referral	ADJ
ajlm-2085	53	53	status	status	NOUN
ajlm-2085	53	54	(	(	PUNCT
ajlm-2085	53	55	referred	refer	VERB
ajlm-2085	53	56	or	or	CCONJ
ajlm-2085	53	57	not	not	PART
ajlm-2085	53	58	referred	refer	VERB
ajlm-2085	53	59	)	)	PUNCT
ajlm-2085	53	60	.	.	PUNCT
ajlm-2085	54	1	the	the	DET
ajlm-2085	54	2	source	source	NOUN
ajlm-2085	54	3	laboratory	laboratory	NOUN
ajlm-2085	54	4	may	may	AUX
ajlm-2085	54	5	not	not	PART
ajlm-2085	54	6	routinely	routinely	ADV
ajlm-2085	54	7	offer	offer	VERB
ajlm-2085	54	8	cd4	cd4	PROPN
ajlm-2085	54	9	services	service	NOUN
ajlm-2085	54	10	and	and	CCONJ
ajlm-2085	54	11	would	would	AUX
ajlm-2085	54	12	have	have	VERB
ajlm-2085	54	13	to	to	PART
ajlm-2085	54	14	refer	refer	VERB
ajlm-2085	54	15	samples	sample	NOUN
ajlm-2085	54	16	to	to	ADP
ajlm-2085	54	17	a	a	DET
ajlm-2085	54	18	testing	testing	NOUN
ajlm-2085	54	19	facility	facility	NOUN
ajlm-2085	54	20	.	.	PUNCT
ajlm-2085	55	1	data	datum	NOUN
ajlm-2085	55	2	preparation	preparation	NOUN
ajlm-2085	55	3	the	the	DET
ajlm-2085	55	4	beckman	beckman	PROPN
ajlm-2085	55	5	coulter	coulter	PROPN
ajlm-2085	55	6	‘	'	PUNCT
ajlm-2085	55	7	ship	ship	NOUN
ajlm-2085	55	8	-	-	PUNCT
ajlm-2085	55	9	to	to	ADP
ajlm-2085	55	10	location	location	NOUN
ajlm-2085	55	11	’	'	PUNCT
ajlm-2085	55	12	was	be	AUX
ajlm-2085	55	13	matched	match	VERB
ajlm-2085	55	14	to	to	ADP
ajlm-2085	55	15	the	the	DET
ajlm-2085	55	16	respective	respective	ADJ
ajlm-2085	55	17	equivalent	equivalent	ADV
ajlm-2085	55	18	-	-	PUNCT
ajlm-2085	55	19	identified	identify	VERB
ajlm-2085	55	20	corporate	corporate	ADJ
ajlm-2085	55	21	data	datum	NOUN
ajlm-2085	55	22	warehouse	warehouse	NOUN
ajlm-2085	55	23	testing	testing	NOUN
ajlm-2085	55	24	laboratory	laboratory	NOUN
ajlm-2085	55	25	,	,	PUNCT
ajlm-2085	55	26	for	for	ADP
ajlm-2085	55	27	example	example	NOUN
ajlm-2085	55	28	‘	'	PUNCT
ajlm-2085	55	29	bongani	bongani	ADJ
ajlm-2085	55	30	hospital	hospital	NOUN
ajlm-2085	55	31	’	'	PUNCT
ajlm-2085	55	32	with	with	ADP
ajlm-2085	55	33	‘	'	PUNCT
ajlm-2085	55	34	welkom	welkom	NOUN
ajlm-2085	55	35	’	'	PUNCT
ajlm-2085	55	36	.	.	PUNCT
ajlm-2085	56	1	the	the	DET
ajlm-2085	56	2	raw	raw	ADJ
ajlm-2085	56	3	and	and	CCONJ
ajlm-2085	56	4	finished	finished	ADJ
ajlm-2085	56	5	materials	material	NOUN
ajlm-2085	56	6	were	be	AUX
ajlm-2085	56	7	used	use	VERB
ajlm-2085	56	8	to	to	PART
ajlm-2085	56	9	calculate	calculate	VERB
ajlm-2085	56	10	the	the	DET
ajlm-2085	56	11	efficiency	efficiency	NOUN
ajlm-2085	56	12	percentage	percentage	NOUN
ajlm-2085	56	13	(	(	PUNCT
ajlm-2085	56	14	finished	finish	VERB
ajlm-2085	56	15	goods	good	NOUN
ajlm-2085	56	16	/	/	SYM
ajlm-2085	56	17	raw	raw	ADJ
ajlm-2085	56	18	materials	material	NOUN
ajlm-2085	56	19	)	)	PUNCT
ajlm-2085	56	20	.	.	PUNCT
ajlm-2085	57	1	the	the	DET
ajlm-2085	57	2	analysis	analysis	NOUN
ajlm-2085	57	3	was	be	AUX
ajlm-2085	57	4	conducted	conduct	VERB
ajlm-2085	57	5	using	use	VERB
ajlm-2085	57	6	microsoft	microsoft	PROPN
ajlm-2085	57	7	excel	excel	PROPN
ajlm-2085	57	8	(	(	PUNCT
ajlm-2085	57	9	microsoft	microsoft	PROPN
ajlm-2085	57	10	corp	corp	PROPN
ajlm-2085	57	11	.	.	PROPN
ajlm-2085	57	12	,	,	PUNCT
ajlm-2085	57	13	redmond	redmond	PROPN
ajlm-2085	57	14	,	,	PUNCT
ajlm-2085	57	15	washington	washington	PROPN
ajlm-2085	57	16	,	,	PUNCT
ajlm-2085	57	17	united	united	PROPN
ajlm-2085	57	18	states	states	PROPN
ajlm-2085	57	19	)	)	PUNCT
ajlm-2085	57	20	.	.	PUNCT
ajlm-2085	58	1	all	all	DET
ajlm-2085	58	2	provinces	province	NOUN
ajlm-2085	58	3	and	and	CCONJ
ajlm-2085	58	4	laboratories	laboratory	NOUN
ajlm-2085	58	5	have	have	AUX
ajlm-2085	58	6	been	be	AUX
ajlm-2085	58	7	anonymised	anonymise	VERB
ajlm-2085	58	8	,	,	PUNCT
ajlm-2085	58	9	for	for	ADP
ajlm-2085	58	10	example	example	NOUN
ajlm-2085	58	11	laboratory	laboratory	NOUN
ajlm-2085	58	12	1	1	NUM
ajlm-2085	58	13	(	(	PUNCT
ajlm-2085	58	14	p3	p3	PROPN
ajlm-2085	58	15	)	)	PUNCT
ajlm-2085	58	16	,	,	PUNCT
ajlm-2085	58	17	to	to	PART
ajlm-2085	58	18	ensure	ensure	VERB
ajlm-2085	58	19	confidentiality	confidentiality	NOUN
ajlm-2085	58	20	.	.	PUNCT
ajlm-2085	59	1	data	datum	NOUN
ajlm-2085	59	2	analysis	analysis	NOUN
ajlm-2085	59	3	the	the	DET
ajlm-2085	59	4	following	follow	VERB
ajlm-2085	59	5	indicators	indicator	NOUN
ajlm-2085	59	6	were	be	AUX
ajlm-2085	59	7	reported	report	VERB
ajlm-2085	59	8	for	for	ADP
ajlm-2085	59	9	each	each	DET
ajlm-2085	59	10	laboratory	laboratory	NOUN
ajlm-2085	59	11	:	:	PUNCT
ajlm-2085	59	12	(	(	PUNCT
ajlm-2085	59	13	1	1	X
ajlm-2085	59	14	)	)	PUNCT
ajlm-2085	59	15	efficiency	efficiency	NOUN
ajlm-2085	59	16	percentage	percentage	NOUN
ajlm-2085	59	17	,	,	PUNCT
ajlm-2085	59	18	(	(	PUNCT
ajlm-2085	59	19	2	2	X
ajlm-2085	59	20	)	)	PUNCT
ajlm-2085	59	21	number	number	NOUN
ajlm-2085	59	22	of	of	ADP
ajlm-2085	59	23	call	call	NOUN
ajlm-2085	59	24	-	-	PUNCT
ajlm-2085	59	25	outs	out	NOUN
ajlm-2085	59	26	(	(	PUNCT
ajlm-2085	59	27	calls	call	NOUN
ajlm-2085	59	28	logged	log	VERB
ajlm-2085	59	29	with	with	ADP
ajlm-2085	59	30	the	the	DET
ajlm-2085	59	31	supplier	supplier	NOUN
ajlm-2085	59	32	helpdesk	helpdesk	NOUN
ajlm-2085	59	33	)	)	PUNCT
ajlm-2085	59	34	,	,	PUNCT
ajlm-2085	59	35	(	(	PUNCT
ajlm-2085	59	36	3	3	X
ajlm-2085	59	37	)	)	PUNCT
ajlm-2085	59	38	days	day	NOUN
ajlm-2085	59	39	lost	lose	VERB
ajlm-2085	59	40	,	,	PUNCT
ajlm-2085	59	41	(	(	PUNCT
ajlm-2085	59	42	4	4	X
ajlm-2085	59	43	)	)	PUNCT
ajlm-2085	59	44	sample	sample	NOUN
ajlm-2085	59	45	referral	referral	NOUN
ajlm-2085	59	46	percentage	percentage	NOUN
ajlm-2085	59	47	,	,	PUNCT
ajlm-2085	59	48	(	(	PUNCT
ajlm-2085	59	49	5	5	X
ajlm-2085	59	50	)	)	PUNCT
ajlm-2085	59	51	samples	sample	NOUN
ajlm-2085	59	52	meeting	meeting	NOUN
ajlm-2085	59	53	tat	tat	NOUN
ajlm-2085	59	54	cut	cut	VERB
ajlm-2085	59	55	-	-	PUNCT
ajlm-2085	59	56	off	off	ADP
ajlm-2085	59	57	percentage	percentage	NOUN
ajlm-2085	59	58	,	,	PUNCT
ajlm-2085	59	59	and	and	CCONJ
ajlm-2085	59	60	(	(	PUNCT
ajlm-2085	59	61	6	6	NUM
ajlm-2085	59	62	)	)	PUNCT
ajlm-2085	59	63	capacity	capacity	NOUN
ajlm-2085	59	64	utilisation	utilisation	NOUN
ajlm-2085	59	65	.	.	PUNCT
ajlm-2085	60	1	microsoft	microsoft	PROPN
ajlm-2085	60	2	excel	excel	PROPN
ajlm-2085	60	3	was	be	AUX
ajlm-2085	60	4	used	use	VERB
ajlm-2085	60	5	for	for	ADP
ajlm-2085	60	6	the	the	DET
ajlm-2085	60	7	capacity	capacity	NOUN
ajlm-2085	60	8	utilisation	utilisation	NOUN
ajlm-2085	60	9	by	by	ADP
ajlm-2085	60	10	calculating	calculate	VERB
ajlm-2085	60	11	the	the	DET
ajlm-2085	60	12	throughput	throughput	NOUN
ajlm-2085	60	13	,	,	PUNCT
ajlm-2085	60	14	for	for	ADP
ajlm-2085	60	15	example	example	NOUN
ajlm-2085	60	16	120	120	NUM
ajlm-2085	60	17	samples	sample	NOUN
ajlm-2085	60	18	per	per	ADP
ajlm-2085	60	19	8	8	NUM
ajlm-2085	60	20	-	-	PUNCT
ajlm-2085	60	21	h	h	NOUN
ajlm-2085	60	22	shift	shift	NOUN
ajlm-2085	60	23	for	for	ADP
ajlm-2085	60	24	the	the	DET
ajlm-2085	60	25	aquois	aquois	NOUN
ajlm-2085	60	26	flow	flow	NOUN
ajlm-2085	60	27	cytometer	cytometer	NOUN
ajlm-2085	60	28	,	,	PUNCT
ajlm-2085	60	29	and	and	CCONJ
ajlm-2085	60	30	the	the	DET
ajlm-2085	60	31	test	test	NOUN
ajlm-2085	60	32	volumes	volume	NOUN
ajlm-2085	60	33	performed	perform	VERB
ajlm-2085	60	34	for	for	ADP
ajlm-2085	60	35	a	a	DET
ajlm-2085	60	36	defined	define	VERB
ajlm-2085	60	37	period.15	period.15	NOUN
ajlm-2085	60	38	for	for	ADP
ajlm-2085	60	39	this	this	DET
ajlm-2085	60	40	analysis	analysis	NOUN
ajlm-2085	60	41	,	,	PUNCT
ajlm-2085	60	42	we	we	PRON
ajlm-2085	60	43	divided	divide	VERB
ajlm-2085	60	44	the	the	DET
ajlm-2085	60	45	annual	annual	ADJ
ajlm-2085	60	46	test	test	NOUN
ajlm-2085	60	47	volumes	volume	NOUN
ajlm-2085	60	48	by	by	ADP
ajlm-2085	60	49	annual	annual	ADJ
ajlm-2085	60	50	capacity	capacity	NOUN
ajlm-2085	60	51	,	,	PUNCT
ajlm-2085	60	52	assuming	assume	VERB
ajlm-2085	60	53	hours	hour	NOUN
ajlm-2085	60	54	worked	work	VERB
ajlm-2085	60	55	and	and	CCONJ
ajlm-2085	60	56	the	the	DET
ajlm-2085	60	57	number	number	NOUN
ajlm-2085	60	58	and	and	CCONJ
ajlm-2085	60	59	type	type	NOUN
ajlm-2085	60	60	of	of	ADP
ajlm-2085	60	61	flow	flow	NOUN
ajlm-2085	60	62	cytometer	cytometer	NOUN
ajlm-2085	60	63	platform	platform	NOUN
ajlm-2085	60	64	used	use	VERB
ajlm-2085	60	65	per	per	ADP
ajlm-2085	60	66	laboratory	laboratory	NOUN
ajlm-2085	60	67	.	.	PUNCT
ajlm-2085	61	1	for	for	ADP
ajlm-2085	61	2	each	each	DET
ajlm-2085	61	3	laboratory	laboratory	NOUN
ajlm-2085	61	4	,	,	PUNCT
ajlm-2085	61	5	the	the	DET
ajlm-2085	61	6	total	total	ADJ
ajlm-2085	61	7	number	number	NOUN
ajlm-2085	61	8	of	of	ADP
ajlm-2085	61	9	call	call	NOUN
ajlm-2085	61	10	-	-	PUNCT
ajlm-2085	61	11	outs	out	NOUN
ajlm-2085	61	12	logged	log	VERB
ajlm-2085	61	13	with	with	ADP
ajlm-2085	61	14	the	the	DET
ajlm-2085	61	15	beckman	beckman	PROPN
ajlm-2085	61	16	coulter	coulter	PROPN
ajlm-2085	61	17	call	call	PROPN
ajlm-2085	61	18	centre	centre	PROPN
ajlm-2085	61	19	was	be	AUX
ajlm-2085	61	20	reported	report	VERB
ajlm-2085	61	21	.	.	PUNCT
ajlm-2085	62	1	call	call	NOUN
ajlm-2085	62	2	-	-	PUNCT
ajlm-2085	62	3	outs	out	NOUN
ajlm-2085	62	4	were	be	AUX
ajlm-2085	62	5	categorised	categorise	VERB
ajlm-2085	62	6	as	as	ADP
ajlm-2085	62	7	field	field	NOUN
ajlm-2085	62	8	mentoring	mentoring	NOUN
ajlm-2085	62	9	,	,	PUNCT
ajlm-2085	62	10	field	field	NOUN
ajlm-2085	62	11	service	service	NOUN
ajlm-2085	62	12	visits	visit	NOUN
ajlm-2085	62	13	,	,	PUNCT
ajlm-2085	62	14	or	or	CCONJ
ajlm-2085	62	15	modification	modification	NOUN
ajlm-2085	62	16	type	type	NOUN
ajlm-2085	62	17	2	2	NUM
ajlm-2085	62	18	(	(	PUNCT
ajlm-2085	62	19	software	software	NOUN
ajlm-2085	62	20	or	or	CCONJ
ajlm-2085	62	21	hardware	hardware	NOUN
ajlm-2085	62	22	update	update	NOUN
ajlm-2085	62	23	)	)	PUNCT
ajlm-2085	62	24	reports	report	NOUN
ajlm-2085	62	25	.	.	PUNCT
ajlm-2085	63	1	in	in	ADP
ajlm-2085	63	2	consultation	consultation	NOUN
ajlm-2085	63	3	with	with	ADP
ajlm-2085	63	4	beckman	beckman	PROPN
ajlm-2085	63	5	coulter	coulter	PROPN
ajlm-2085	63	6	,	,	PUNCT
ajlm-2085	63	7	call	call	NOUN
ajlm-2085	63	8	-	-	PUNCT
ajlm-2085	63	9	outs	out	NOUN
ajlm-2085	63	10	related	relate	VERB
ajlm-2085	63	11	to	to	ADP
ajlm-2085	63	12	non	non	ADJ
ajlm-2085	63	13	-	-	ADJ
ajlm-2085	63	14	essential	essential	ADJ
ajlm-2085	63	15	support	support	NOUN
ajlm-2085	63	16	from	from	ADP
ajlm-2085	63	17	the	the	DET
ajlm-2085	63	18	supplier	supplier	NOUN
ajlm-2085	63	19	,	,	PUNCT
ajlm-2085	63	20	including	include	VERB
ajlm-2085	63	21	activities	activity	NOUN
ajlm-2085	63	22	such	such	ADJ
ajlm-2085	63	23	as	as	ADP
ajlm-2085	63	24	courtesy	courtesy	NOUN
ajlm-2085	63	25	visits	visit	NOUN
ajlm-2085	63	26	or	or	CCONJ
ajlm-2085	63	27	initial	initial	ADJ
ajlm-2085	63	28	instrument	instrument	NOUN
ajlm-2085	63	29	installation	installation	NOUN
ajlm-2085	63	30	,	,	PUNCT
ajlm-2085	63	31	were	be	AUX
ajlm-2085	63	32	not	not	PART
ajlm-2085	63	33	deemed	deem	VERB
ajlm-2085	63	34	to	to	PART
ajlm-2085	63	35	impact	impact	VERB
ajlm-2085	63	36	service	service	NOUN
ajlm-2085	63	37	delivery	delivery	NOUN
ajlm-2085	63	38	and	and	CCONJ
ajlm-2085	63	39	efficiency	efficiency	NOUN
ajlm-2085	63	40	and	and	CCONJ
ajlm-2085	63	41	were	be	AUX
ajlm-2085	63	42	disregarded	disregard	VERB
ajlm-2085	63	43	.	.	PUNCT
ajlm-2085	64	1	daily	daily	ADJ
ajlm-2085	64	2	laboratory	laboratory	NOUN
ajlm-2085	64	3	test	test	NOUN
ajlm-2085	64	4	volumes	volume	NOUN
ajlm-2085	64	5	were	be	AUX
ajlm-2085	64	6	analysed	analyse	VERB
ajlm-2085	64	7	to	to	PART
ajlm-2085	64	8	determine	determine	VERB
ajlm-2085	64	9	the	the	DET
ajlm-2085	64	10	total	total	ADJ
ajlm-2085	64	11	number	number	NOUN
ajlm-2085	64	12	of	of	ADP
ajlm-2085	64	13	days	day	NOUN
ajlm-2085	64	14	lost	lose	VERB
ajlm-2085	64	15	.	.	PUNCT
ajlm-2085	65	1	a	a	DET
ajlm-2085	65	2	lost	lose	VERB
ajlm-2085	65	3	day	day	NOUN
ajlm-2085	65	4	was	be	AUX
ajlm-2085	65	5	defined	define	VERB
ajlm-2085	65	6	as	as	ADP
ajlm-2085	65	7	a	a	DET
ajlm-2085	65	8	weekday	weekday	NOUN
ajlm-2085	65	9	(	(	PUNCT
ajlm-2085	65	10	tuesday	tuesday	PROPN
ajlm-2085	65	11	to	to	ADP
ajlm-2085	65	12	friday	friday	PROPN
ajlm-2085	65	13	)	)	PUNCT
ajlm-2085	65	14	where	where	SCONJ
ajlm-2085	65	15	fewer	few	ADJ
ajlm-2085	65	16	than	than	ADP
ajlm-2085	65	17	15	15	NUM
ajlm-2085	65	18	tests	test	NOUN
ajlm-2085	65	19	were	be	AUX
ajlm-2085	65	20	performed	perform	VERB
ajlm-2085	65	21	.	.	PUNCT
ajlm-2085	66	1	test	test	NOUN
ajlm-2085	66	2	volumes	volume	NOUN
ajlm-2085	66	3	over	over	ADP
ajlm-2085	66	4	weekends	weekend	NOUN
ajlm-2085	66	5	,	,	PUNCT
ajlm-2085	66	6	public	public	ADJ
ajlm-2085	66	7	holidays	holiday	NOUN
ajlm-2085	66	8	and	and	CCONJ
ajlm-2085	66	9	mondays	monday	NOUN
ajlm-2085	66	10	were	be	AUX
ajlm-2085	66	11	excluded	exclude	VERB
ajlm-2085	66	12	from	from	ADP
ajlm-2085	66	13	this	this	DET
ajlm-2085	66	14	analysis.19	analysis.19	PROPN
ajlm-2085	66	15	monday	monday	PROPN
ajlm-2085	66	16	test	test	NOUN
ajlm-2085	66	17	volumes	volume	NOUN
ajlm-2085	66	18	were	be	AUX
ajlm-2085	66	19	excluded	exclude	VERB
ajlm-2085	66	20	because	because	SCONJ
ajlm-2085	66	21	,	,	PUNCT
ajlm-2085	66	22	historically	historically	ADV
ajlm-2085	66	23	,	,	PUNCT
ajlm-2085	66	24	there	there	PRON
ajlm-2085	66	25	are	be	VERB
ajlm-2085	66	26	limited	limit	VERB
ajlm-2085	66	27	hiv	hiv	PROPN
ajlm-2085	66	28	services	service	NOUN
ajlm-2085	66	29	on	on	ADP
ajlm-2085	66	30	this	this	DET
ajlm-2085	66	31	day	day	NOUN
ajlm-2085	66	32	,	,	PUNCT
ajlm-2085	66	33	resulting	result	VERB
ajlm-2085	66	34	in	in	ADP
ajlm-2085	66	35	low	low	ADJ
ajlm-2085	66	36	test	test	NOUN
ajlm-2085	66	37	volumes.19	volumes.19	NOUN
ajlm-2085	66	38	the	the	DET
ajlm-2085	66	39	daily	daily	ADJ
ajlm-2085	66	40	test	test	NOUN
ajlm-2085	66	41	volumes	volume	NOUN
ajlm-2085	66	42	were	be	AUX
ajlm-2085	66	43	coded	code	VERB
ajlm-2085	66	44	using	use	VERB
ajlm-2085	66	45	this	this	DET
ajlm-2085	66	46	threshold	threshold	NOUN
ajlm-2085	66	47	as	as	ADP
ajlm-2085	66	48	1	1	NUM
ajlm-2085	66	49	or	or	CCONJ
ajlm-2085	66	50	0	0	NUM
ajlm-2085	66	51	to	to	PART
ajlm-2085	66	52	determine	determine	VERB
ajlm-2085	66	53	the	the	DET
ajlm-2085	66	54	number	number	NOUN
ajlm-2085	66	55	of	of	ADP
ajlm-2085	66	56	lost	lose	VERB
ajlm-2085	66	57	days	day	NOUN
ajlm-2085	66	58	.	.	PUNCT
ajlm-2085	67	1	the	the	DET
ajlm-2085	67	2	laboratory	laboratory	NOUN
ajlm-2085	67	3	data	datum	NOUN
ajlm-2085	67	4	were	be	AUX
ajlm-2085	67	5	used	use	VERB
ajlm-2085	67	6	to	to	PART
ajlm-2085	67	7	determine	determine	VERB
ajlm-2085	67	8	the	the	DET
ajlm-2085	67	9	percentage	percentage	NOUN
ajlm-2085	67	10	of	of	ADP
ajlm-2085	67	11	samples	sample	NOUN
ajlm-2085	67	12	that	that	PRON
ajlm-2085	67	13	were	be	AUX
ajlm-2085	67	14	referred	refer	VERB
ajlm-2085	67	15	(	(	PUNCT
ajlm-2085	67	16	where	where	SCONJ
ajlm-2085	67	17	the	the	DET
ajlm-2085	67	18	source	source	NOUN
ajlm-2085	67	19	and	and	CCONJ
ajlm-2085	67	20	testing	testing	NOUN
ajlm-2085	67	21	laboratory	laboratory	NOUN
ajlm-2085	67	22	were	be	AUX
ajlm-2085	67	23	different	different	ADJ
ajlm-2085	67	24	in	in	ADP
ajlm-2085	67	25	the	the	DET
ajlm-2085	67	26	lis	li	NOUN
ajlm-2085	67	27	)	)	PUNCT
ajlm-2085	67	28	.	.	PUNCT
ajlm-2085	68	1	a	a	DET
ajlm-2085	68	2	referral	referral	NOUN
ajlm-2085	68	3	was	be	AUX
ajlm-2085	68	4	defined	define	VERB
ajlm-2085	68	5	as	as	ADP
ajlm-2085	68	6	a	a	DET
ajlm-2085	68	7	sample	sample	NOUN
ajlm-2085	68	8	originating	originate	VERB
ajlm-2085	68	9	from	from	ADP
ajlm-2085	68	10	a	a	DET
ajlm-2085	68	11	different	different	ADJ
ajlm-2085	68	12	laboratory	laboratory	NOUN
ajlm-2085	68	13	from	from	ADP
ajlm-2085	68	14	where	where	SCONJ
ajlm-2085	68	15	it	it	PRON
ajlm-2085	68	16	was	be	AUX
ajlm-2085	68	17	tested	test	VERB
ajlm-2085	68	18	.	.	PUNCT
ajlm-2085	69	1	referrals	referral	NOUN
ajlm-2085	69	2	involve	involve	VERB
ajlm-2085	69	3	the	the	DET
ajlm-2085	69	4	transportation	transportation	NOUN
ajlm-2085	69	5	of	of	ADP
ajlm-2085	69	6	samples	sample	NOUN
ajlm-2085	69	7	with	with	ADP
ajlm-2085	69	8	delays	delay	NOUN
ajlm-2085	69	9	that	that	PRON
ajlm-2085	69	10	could	could	AUX
ajlm-2085	69	11	affect	affect	VERB
ajlm-2085	69	12	sample	sample	NOUN
ajlm-2085	69	13	stability	stability	NOUN
ajlm-2085	69	14	.	.	PUNCT
ajlm-2085	70	1	all	all	DET
ajlm-2085	70	2	references	reference	NOUN
ajlm-2085	70	3	to	to	ADP
ajlm-2085	70	4	referrals	referral	NOUN
ajlm-2085	70	5	in	in	ADP
ajlm-2085	70	6	the	the	DET
ajlm-2085	70	7	manuscript	manuscript	NOUN
ajlm-2085	70	8	relate	relate	VERB
ajlm-2085	70	9	to	to	ADP
ajlm-2085	70	10	the	the	DET
ajlm-2085	70	11	percentage	percentage	NOUN
ajlm-2085	70	12	of	of	ADP
ajlm-2085	70	13	referred	refer	VERB
ajlm-2085	70	14	samples	sample	NOUN
ajlm-2085	70	15	.	.	PUNCT
ajlm-2085	71	1	a	a	DET
ajlm-2085	71	2	key	key	ADJ
ajlm-2085	71	3	laboratory	laboratory	NOUN
ajlm-2085	71	4	efficiency	efficiency	NOUN
ajlm-2085	71	5	report	report	NOUN
ajlm-2085	71	6	is	be	AUX
ajlm-2085	71	7	the	the	DET
ajlm-2085	71	8	tat	tat	NOUN
ajlm-2085	71	9	performance	performance	NOUN
ajlm-2085	71	10	for	for	ADP
ajlm-2085	71	11	various	various	ADJ
ajlm-2085	71	12	tests.20	tests.20	NUM
ajlm-2085	71	13	turn	turn	NOUN
ajlm-2085	71	14	-	-	PUNCT
ajlm-2085	71	15	around	around	ADP
ajlm-2085	71	16	time	time	NOUN
ajlm-2085	71	17	assesses	assess	VERB
ajlm-2085	71	18	laboratory	laboratory	NOUN
ajlm-2085	71	19	service	service	NOUN
ajlm-2085	71	20	delivery	delivery	NOUN
ajlm-2085	71	21	speed	speed	NOUN
ajlm-2085	71	22	,	,	PUNCT
ajlm-2085	71	23	reliability	reliability	NOUN
ajlm-2085	71	24	,	,	PUNCT
ajlm-2085	71	25	and	and	CCONJ
ajlm-2085	71	26	efficiency.20	efficiency.20	PRON
ajlm-2085	71	27	the	the	DET
ajlm-2085	71	28	nhls	nhls	PROPN
ajlm-2085	71	29	agrees	agree	VERB
ajlm-2085	71	30	to	to	ADP
ajlm-2085	71	31	an	an	DET
ajlm-2085	71	32	annual	annual	ADJ
ajlm-2085	71	33	performance	performance	NOUN
ajlm-2085	71	34	plan	plan	NOUN
ajlm-2085	71	35	with	with	ADP
ajlm-2085	71	36	the	the	DET
ajlm-2085	71	37	national	national	PROPN
ajlm-2085	71	38	department	department	PROPN
ajlm-2085	71	39	of	of	ADP
ajlm-2085	71	40	health	health	PROPN
ajlm-2085	71	41	,	,	PUNCT
ajlm-2085	71	42	which	which	PRON
ajlm-2085	71	43	includes	include	VERB
ajlm-2085	71	44	key	key	ADJ
ajlm-2085	71	45	outcomes	outcome	NOUN
ajlm-2085	71	46	and	and	CCONJ
ajlm-2085	71	47	outputs.20	outputs.20	NOUN
ajlm-2085	71	48	the	the	DET
ajlm-2085	71	49	optimal	optimal	ADJ
ajlm-2085	71	50	national	national	ADJ
ajlm-2085	71	51	cd4	cd4	PROPN
ajlm-2085	71	52	reporting	reporting	NOUN
ajlm-2085	71	53	tat	tat	NOUN
ajlm-2085	71	54	target	target	NOUN
ajlm-2085	71	55	for	for	ADP
ajlm-2085	71	56	2019	2019	NUM
ajlm-2085	71	57	was	be	AUX
ajlm-2085	71	58	90	90	NUM
ajlm-2085	71	59	%	%	NOUN
ajlm-2085	71	60	of	of	ADP
ajlm-2085	71	61	samples	sample	NOUN
ajlm-2085	71	62	tested	test	VERB
ajlm-2085	71	63	within	within	ADP
ajlm-2085	71	64	40	40	NUM
ajlm-2085	71	65	h.	h.	NOUN
ajlm-2085	71	66	this	this	DET
ajlm-2085	71	67	tat	tat	NOUN
ajlm-2085	71	68	allows	allow	VERB
ajlm-2085	71	69	timely	timely	ADJ
ajlm-2085	71	70	baseline	baseline	ADJ
ajlm-2085	71	71	laboratory	laboratory	NOUN
ajlm-2085	71	72	investigations	investigation	NOUN
ajlm-2085	71	73	to	to	PART
ajlm-2085	71	74	ensure	ensure	VERB
ajlm-2085	71	75	antiretroviral	antiretroviral	ADJ
ajlm-2085	71	76	therapy	therapy	NOUN
ajlm-2085	71	77	initiation	initiation	NOUN
ajlm-2085	71	78	within	within	ADP
ajlm-2085	71	79	seven	seven	NUM
ajlm-2085	71	80	days.2	days.2	PROPN
ajlm-2085	71	81	all	all	DET
ajlm-2085	71	82	laboratories	laboratory	NOUN
ajlm-2085	71	83	within	within	ADP
ajlm-2085	71	84	the	the	DET
ajlm-2085	71	85	national	national	PROPN
ajlm-2085	71	86	cd4	cd4	PROPN
ajlm-2085	71	87	network	network	NOUN
ajlm-2085	71	88	are	be	AUX
ajlm-2085	71	89	required	require	VERB
ajlm-2085	71	90	to	to	PART
ajlm-2085	71	91	meet	meet	VERB
ajlm-2085	71	92	the	the	DET
ajlm-2085	71	93	organisation	organisation	NOUN
ajlm-2085	71	94	’s	’s	PART
ajlm-2085	71	95	cd4	cd4	PROPN
ajlm-2085	71	96	tat	tat	NOUN
ajlm-2085	71	97	targets	target	NOUN
ajlm-2085	71	98	,	,	PUNCT
ajlm-2085	71	99	which	which	PRON
ajlm-2085	71	100	are	be	AUX
ajlm-2085	71	101	monitored	monitor	VERB
ajlm-2085	71	102	by	by	ADP
ajlm-2085	71	103	measuring	measure	VERB
ajlm-2085	71	104	the	the	DET
ajlm-2085	71	105	percentage	percentage	NOUN
ajlm-2085	71	106	of	of	ADP
ajlm-2085	71	107	samples	sample	NOUN
ajlm-2085	71	108	that	that	PRON
ajlm-2085	71	109	any	any	DET
ajlm-2085	71	110	given	give	VERB
ajlm-2085	71	111	laboratory	laboratory	NOUN
ajlm-2085	71	112	reports	report	NOUN
ajlm-2085	71	113	within	within	ADP
ajlm-2085	71	114	the	the	DET
ajlm-2085	71	115	40	40	NUM
ajlm-2085	71	116	-	-	PUNCT
ajlm-2085	71	117	h	h	NOUN
ajlm-2085	71	118	window	window	NOUN
ajlm-2085	71	119	.	.	PUNCT
ajlm-2085	72	1	for	for	ADP
ajlm-2085	72	2	this	this	DET
ajlm-2085	72	3	study	study	NOUN
ajlm-2085	72	4	,	,	PUNCT
ajlm-2085	72	5	this	this	DET
ajlm-2085	72	6	measurement	measurement	NOUN
ajlm-2085	72	7	was	be	AUX
ajlm-2085	72	8	also	also	ADV
ajlm-2085	72	9	used	use	VERB
ajlm-2085	72	10	and	and	CCONJ
ajlm-2085	72	11	is	be	AUX
ajlm-2085	72	12	shown	show	VERB
ajlm-2085	72	13	as	as	ADP
ajlm-2085	72	14	the	the	DET
ajlm-2085	72	15	percentage	percentage	NOUN
ajlm-2085	72	16	of	of	ADP
ajlm-2085	72	17	samples	sample	NOUN
ajlm-2085	72	18	that	that	PRON
ajlm-2085	72	19	met	meet	VERB
ajlm-2085	72	20	the	the	DET
ajlm-2085	72	21	tat	tat	NOUN
ajlm-2085	72	22	cut	cut	NOUN
ajlm-2085	72	23	-	-	PUNCT
ajlm-2085	72	24	off	off	NOUN
ajlm-2085	72	25	of	of	ADP
ajlm-2085	72	26	40	40	NUM
ajlm-2085	72	27	h	h	NOUN
ajlm-2085	72	28	,	,	PUNCT
ajlm-2085	72	29	referred	refer	VERB
ajlm-2085	72	30	to	to	ADP
ajlm-2085	72	31	as	as	ADP
ajlm-2085	72	32	tat	tat	NOUN
ajlm-2085	72	33	performance	performance	NOUN
ajlm-2085	72	34	,	,	PUNCT
ajlm-2085	72	35	for	for	SCONJ
ajlm-2085	72	36	comparison	comparison	NOUN
ajlm-2085	72	37	to	to	ADP
ajlm-2085	72	38	other	other	ADJ
ajlm-2085	72	39	efficiency	efficiency	NOUN
ajlm-2085	72	40	parameters	parameter	NOUN
ajlm-2085	72	41	reported	report	VERB
ajlm-2085	72	42	.	.	PUNCT
ajlm-2085	73	1	a	a	DET
ajlm-2085	73	2	microsoft	microsoft	PROPN
ajlm-2085	73	3	excel	excel	PROPN
ajlm-2085	73	4	bubble	bubble	NOUN
ajlm-2085	73	5	chart	chart	NOUN
ajlm-2085	73	6	was	be	AUX
ajlm-2085	73	7	used	use	VERB
ajlm-2085	73	8	to	to	PART
ajlm-2085	73	9	report	report	VERB
ajlm-2085	73	10	the	the	DET
ajlm-2085	73	11	reagent	reagent	ADJ
ajlm-2085	73	12	efficiency	efficiency	NOUN
ajlm-2085	73	13	percentage	percentage	NOUN
ajlm-2085	73	14	,	,	PUNCT
ajlm-2085	73	15	the	the	DET
ajlm-2085	73	16	percentage	percentage	NOUN
ajlm-2085	73	17	of	of	ADP
ajlm-2085	73	18	samples	sample	NOUN
ajlm-2085	73	19	that	that	PRON
ajlm-2085	73	20	met	meet	VERB
ajlm-2085	73	21	the	the	DET
ajlm-2085	73	22	organisational	organisational	ADJ
ajlm-2085	73	23	tat	tat	NOUN
ajlm-2085	73	24	target	target	NOUN
ajlm-2085	73	25	,	,	PUNCT
ajlm-2085	73	26	and	and	CCONJ
ajlm-2085	73	27	annual	annual	ADJ
ajlm-2085	73	28	raw	raw	ADJ
ajlm-2085	73	29	material	material	NOUN
ajlm-2085	73	30	cost	cost	NOUN
ajlm-2085	73	31	(	(	PUNCT
ajlm-2085	73	32	in	in	ADP
ajlm-2085	73	33	united	united	PROPN
ajlm-2085	73	34	states	states	PROPN
ajlm-2085	73	35	dollars	dollar	NOUN
ajlm-2085	73	36	)	)	PUNCT
ajlm-2085	73	37	.	.	PUNCT
ajlm-2085	74	1	laboratory	laboratory	NOUN
ajlm-2085	74	2	performance	performance	NOUN
ajlm-2085	74	3	was	be	AUX
ajlm-2085	74	4	then	then	ADV
ajlm-2085	74	5	categorised	categorise	VERB
ajlm-2085	74	6	as	as	ADP
ajlm-2085	74	7	a	a	DET
ajlm-2085	74	8	scatter	scatter	NOUN
ajlm-2085	74	9	plot	plot	NOUN
ajlm-2085	74	10	reporting	report	VERB
ajlm-2085	74	11	the	the	DET
ajlm-2085	74	12	reagent	reagent	ADJ
ajlm-2085	74	13	use	use	NOUN
ajlm-2085	74	14	efficiency	efficiency	NOUN
ajlm-2085	74	15	by	by	ADP
ajlm-2085	74	16	tat	tat	NOUN
ajlm-2085	74	17	performance	performance	NOUN
ajlm-2085	74	18	.	.	PUNCT
ajlm-2085	75	1	to	to	PART
ajlm-2085	75	2	assess	assess	VERB
ajlm-2085	75	3	any	any	DET
ajlm-2085	75	4	linear	linear	ADJ
ajlm-2085	75	5	relationship	relationship	NOUN
ajlm-2085	75	6	to	to	ADP
ajlm-2085	75	7	the	the	DET
ajlm-2085	75	8	percentage	percentage	NOUN
ajlm-2085	75	9	reagent	reagent	NOUN
ajlm-2085	75	10	efficiency	efficiency	NOUN
ajlm-2085	75	11	and	and	CCONJ
ajlm-2085	75	12	call	call	NOUN
ajlm-2085	75	13	-	-	PUNCT
ajlm-2085	75	14	outs	out	NOUN
ajlm-2085	75	15	,	,	PUNCT
ajlm-2085	75	16	days	day	NOUN
ajlm-2085	75	17	lost	lose	VERB
ajlm-2085	75	18	,	,	PUNCT
ajlm-2085	75	19	referrals	referral	NOUN
ajlm-2085	75	20	,	,	PUNCT
ajlm-2085	75	21	and	and	CCONJ
ajlm-2085	75	22	tat	tat	NOUN
ajlm-2085	75	23	performance	performance	NOUN
ajlm-2085	75	24	scatter	scatter	NOUN
ajlm-2085	75	25	plots	plot	NOUN
ajlm-2085	75	26	were	be	AUX
ajlm-2085	75	27	generated	generate	VERB
ajlm-2085	75	28	for	for	ADP
ajlm-2085	75	29	all	all	DET
ajlm-2085	75	30	laboratories	laboratory	NOUN
ajlm-2085	75	31	using	use	VERB
ajlm-2085	75	32	stata	stata	PROPN
ajlm-2085	75	33	®	®	PROPN
ajlm-2085	75	34	se	se	X
ajlm-2085	75	35	(	(	PUNCT
ajlm-2085	75	36	statacorp	statacorp	PROPN
ajlm-2085	75	37	llc	llc	PROPN
ajlm-2085	75	38	,	,	PUNCT
ajlm-2085	75	39	college	college	NOUN
ajlm-2085	75	40	station	station	NOUN
ajlm-2085	75	41	,	,	PUNCT
ajlm-2085	75	42	texas	texas	PROPN
ajlm-2085	75	43	,	,	PUNCT
ajlm-2085	75	44	united	united	PROPN
ajlm-2085	75	45	states	states	PROPN
ajlm-2085	75	46	)	)	PUNCT
ajlm-2085	75	47	.	.	PUNCT
ajlm-2085	76	1	pairwise	pairwise	NOUN
ajlm-2085	76	2	correlation	correlation	NOUN
ajlm-2085	76	3	coefficients	coefficient	NOUN
ajlm-2085	76	4	between	between	ADP
ajlm-2085	76	5	these	these	DET
ajlm-2085	76	6	variables	variable	NOUN
ajlm-2085	76	7	were	be	AUX
ajlm-2085	76	8	also	also	ADV
ajlm-2085	76	9	determined	determine	VERB
ajlm-2085	76	10	.	.	PUNCT
ajlm-2085	77	1	for	for	ADP
ajlm-2085	77	2	the	the	DET
ajlm-2085	77	3	top	top	ADJ
ajlm-2085	77	4	and	and	CCONJ
ajlm-2085	77	5	bottom	bottom	ADJ
ajlm-2085	77	6	performing	perform	VERB
ajlm-2085	77	7	provinces	province	NOUN
ajlm-2085	77	8	(	(	PUNCT
ajlm-2085	77	9	with	with	ADP
ajlm-2085	77	10	the	the	DET
ajlm-2085	77	11	lowest	low	ADJ
ajlm-2085	77	12	and	and	CCONJ
ajlm-2085	77	13	highest	high	ADJ
ajlm-2085	77	14	percentage	percentage	NOUN
ajlm-2085	77	15	reagent	reagent	ADJ
ajlm-2085	77	16	efficiency	efficiency	NOUN
ajlm-2085	77	17	)	)	PUNCT
ajlm-2085	77	18	,	,	PUNCT
ajlm-2085	77	19	the	the	DET
ajlm-2085	77	20	following	follow	VERB
ajlm-2085	77	21	parameters	parameter	NOUN
ajlm-2085	77	22	were	be	AUX
ajlm-2085	77	23	tabled	table	VERB
ajlm-2085	77	24	for	for	ADP
ajlm-2085	77	25	each	each	DET
ajlm-2085	77	26	testing	testing	NOUN
ajlm-2085	77	27	laboratory	laboratory	NOUN
ajlm-2085	77	28	within	within	ADP
ajlm-2085	77	29	these	these	DET
ajlm-2085	77	30	provinces	province	NOUN
ajlm-2085	77	31	:	:	PUNCT
ajlm-2085	77	32	(	(	PUNCT
ajlm-2085	77	33	1	1	X
ajlm-2085	77	34	)	)	PUNCT
ajlm-2085	77	35	efficiency	efficiency	NOUN
ajlm-2085	77	36	percentage	percentage	NOUN
ajlm-2085	77	37	,	,	PUNCT
ajlm-2085	77	38	(	(	PUNCT
ajlm-2085	77	39	2	2	X
ajlm-2085	77	40	)	)	PUNCT
ajlm-2085	77	41	number	number	NOUN
ajlm-2085	77	42	of	of	ADP
ajlm-2085	77	43	call	call	NOUN
ajlm-2085	77	44	-	-	PUNCT
ajlm-2085	77	45	outs	out	NOUN
ajlm-2085	77	46	,	,	PUNCT
ajlm-2085	77	47	(	(	PUNCT
ajlm-2085	77	48	3	3	X
ajlm-2085	77	49	)	)	PUNCT
ajlm-2085	77	50	days	day	NOUN
ajlm-2085	77	51	lost	lose	VERB
ajlm-2085	77	52	,	,	PUNCT
ajlm-2085	77	53	(	(	PUNCT
ajlm-2085	77	54	4	4	X
ajlm-2085	77	55	)	)	PUNCT
ajlm-2085	77	56	percentage	percentage	NOUN
ajlm-2085	77	57	of	of	ADP
ajlm-2085	77	58	referrals	referral	NOUN
ajlm-2085	77	59	,	,	PUNCT
ajlm-2085	77	60	and	and	CCONJ
ajlm-2085	77	61	(	(	PUNCT
ajlm-2085	77	62	5	5	X
ajlm-2085	77	63	)	)	PUNCT
ajlm-2085	77	64	percentage	percentage	NOUN
ajlm-2085	77	65	of	of	ADP
ajlm-2085	77	66	samples	sample	NOUN
ajlm-2085	77	67	that	that	PRON
ajlm-2085	77	68	met	meet	VERB
ajlm-2085	77	69	the	the	DET
ajlm-2085	77	70	tat	tat	NOUN
ajlm-2085	77	71	cut	cut	NOUN
ajlm-2085	77	72	-	-	PUNCT
ajlm-2085	77	73	off	off	NOUN
ajlm-2085	77	74	.	.	PUNCT
ajlm-2085	78	1	an	an	DET
ajlm-2085	78	2	analysis	analysis	NOUN
ajlm-2085	78	3	of	of	ADP
ajlm-2085	78	4	the	the	DET
ajlm-2085	78	5	instrument	instrument	NOUN
ajlm-2085	78	6	capacity	capacity	NOUN
ajlm-2085	78	7	utilisation	utilisation	NOUN
ajlm-2085	78	8	for	for	ADP
ajlm-2085	78	9	these	these	DET
ajlm-2085	78	10	laboratories	laboratory	NOUN
ajlm-2085	78	11	was	be	AUX
ajlm-2085	78	12	also	also	ADV
ajlm-2085	78	13	conducted	conduct	VERB
ajlm-2085	78	14	.	.	PUNCT
ajlm-2085	79	1	results	result	NOUN
ajlm-2085	79	2	we	we	PRON
ajlm-2085	79	3	report	report	VERB
ajlm-2085	79	4	the	the	DET
ajlm-2085	79	5	data	datum	NOUN
ajlm-2085	79	6	for	for	ADP
ajlm-2085	79	7	2	2	NUM
ajlm-2085	79	8	806	806	NUM
ajlm-2085	79	9	799	799	NUM
ajlm-2085	79	10	cd4	cd4	PROPN
ajlm-2085	79	11	tests	test	NOUN
ajlm-2085	79	12	performed	perform	VERB
ajlm-2085	79	13	in	in	ADP
ajlm-2085	79	14	2019	2019	NUM
ajlm-2085	79	15	across	across	ADP
ajlm-2085	79	16	47	47	NUM
ajlm-2085	79	17	testing	testing	NOUN
ajlm-2085	79	18	laboratories	laboratory	NOUN
ajlm-2085	79	19	.	.	PUNCT
ajlm-2085	80	1	there	there	PRON
ajlm-2085	80	2	are	be	VERB
ajlm-2085	80	3	nine	nine	NUM
ajlm-2085	80	4	provinces	province	NOUN
ajlm-2085	80	5	with	with	ADP
ajlm-2085	80	6	3–10	3–10	NOUN
ajlm-2085	80	7	testing	testing	NOUN
ajlm-2085	80	8	laboratories	laboratory	NOUN
ajlm-2085	80	9	per	per	ADP
ajlm-2085	80	10	province	province	NOUN
ajlm-2085	80	11	.	.	PUNCT
ajlm-2085	81	1	optimal	optimal	ADJ
ajlm-2085	81	2	efficiency	efficiency	NOUN
ajlm-2085	81	3	percentage	percentage	NOUN
ajlm-2085	81	4	we	we	PRON
ajlm-2085	81	5	assumed	assume	VERB
ajlm-2085	81	6	an	an	DET
ajlm-2085	81	7	error	error	NOUN
ajlm-2085	81	8	rate	rate	NOUN
ajlm-2085	81	9	of	of	ADP
ajlm-2085	81	10	8	8	NUM
ajlm-2085	81	11	%	%	NOUN
ajlm-2085	81	12	,	,	PUNCT
ajlm-2085	81	13	four	four	NUM
ajlm-2085	81	14	controls	control	NOUN
ajlm-2085	81	15	per	per	ADP
ajlm-2085	81	16	day	day	NOUN
ajlm-2085	81	17	,	,	PUNCT
ajlm-2085	81	18	4	4	NUM
ajlm-2085	81	19	days	day	NOUN
ajlm-2085	81	20	lost	lose	VERB
ajlm-2085	81	21	per	per	ADP
ajlm-2085	81	22	year	year	NOUN
ajlm-2085	81	23	and	and	CCONJ
ajlm-2085	81	24	3	3	NUM
ajlm-2085	81	25	%	%	NOUN
ajlm-2085	81	26	for	for	ADP
ajlm-2085	81	27	other	other	ADJ
ajlm-2085	81	28	interruptions	interruption	NOUN
ajlm-2085	81	29	for	for	ADP
ajlm-2085	81	30	an	an	DET
ajlm-2085	81	31	optimal	optimal	ADJ
ajlm-2085	81	32	efficiency	efficiency	NOUN
ajlm-2085	81	33	percentage	percentage	NOUN
ajlm-2085	81	34	.	.	PUNCT
ajlm-2085	82	1	the	the	DET
ajlm-2085	82	2	days	day	NOUN
ajlm-2085	82	3	lost	lose	VERB
ajlm-2085	82	4	were	be	AUX
ajlm-2085	82	5	calculated	calculate	VERB
ajlm-2085	82	6	using	use	VERB
ajlm-2085	82	7	50	50	NUM
ajlm-2085	82	8	weeks	week	NOUN
ajlm-2085	82	9	and	and	CCONJ
ajlm-2085	82	10	five	five	NUM
ajlm-2085	82	11	working	work	VERB
ajlm-2085	82	12	days	day	NOUN
ajlm-2085	82	13	per	per	ADP
ajlm-2085	82	14	week	week	NOUN
ajlm-2085	82	15	.	.	PUNCT
ajlm-2085	83	1	two	two	NUM
ajlm-2085	83	2	weeks	week	NOUN
ajlm-2085	83	3	were	be	AUX
ajlm-2085	83	4	excluded	exclude	VERB
ajlm-2085	83	5	to	to	ADP
ajlm-2085	83	6	account	account	NOUN
ajlm-2085	83	7	for	for	ADP
ajlm-2085	83	8	annual	annual	ADJ
ajlm-2085	83	9	public	public	ADJ
ajlm-2085	83	10	holidays.21	holidays.21	PROPN
ajlm-2085	83	11	thus	thus	ADV
ajlm-2085	83	12	,	,	PUNCT
ajlm-2085	83	13	the	the	DET
ajlm-2085	83	14	calculated	calculate	VERB
ajlm-2085	83	15	optimal	optimal	ADJ
ajlm-2085	83	16	efficiency	efficiency	NOUN
ajlm-2085	83	17	percentage	percentage	NOUN
ajlm-2085	83	18	was	be	AUX
ajlm-2085	83	19	84.98	84.98	NUM
ajlm-2085	83	20	%	%	NOUN
ajlm-2085	83	21	(	(	PUNCT
ajlm-2085	83	22	table	table	NOUN
ajlm-2085	83	23	1	1	NUM
ajlm-2085	83	24	)	)	PUNCT
ajlm-2085	83	25	,	,	PUNCT
ajlm-2085	83	26	and	and	CCONJ
ajlm-2085	83	27	indicates	indicate	VERB
ajlm-2085	83	28	that	that	SCONJ
ajlm-2085	83	29	for	for	ADP
ajlm-2085	83	30	a	a	DET
ajlm-2085	83	31	typical	typical	ADJ
ajlm-2085	83	32	kit	kit	NOUN
ajlm-2085	83	33	of	of	ADP
ajlm-2085	83	34	300	300	NUM
ajlm-2085	83	35	tests	test	NOUN
ajlm-2085	83	36	,	,	PUNCT
ajlm-2085	83	37	each	each	DET
ajlm-2085	83	38	laboratory	laboratory	NOUN
ajlm-2085	83	39	,	,	PUNCT
ajlm-2085	83	40	in	in	ADP
ajlm-2085	83	41	an	an	DET
ajlm-2085	83	42	optimal	optimal	ADJ
ajlm-2085	83	43	setting	setting	NOUN
ajlm-2085	83	44	,	,	PUNCT
ajlm-2085	83	45	should	should	AUX
ajlm-2085	83	46	be	be	AUX
ajlm-2085	83	47	able	able	ADJ
ajlm-2085	83	48	to	to	PART
ajlm-2085	83	49	produce	produce	VERB
ajlm-2085	83	50	254	254	NUM
ajlm-2085	83	51	reportable	reportable	ADJ
ajlm-2085	83	52	cd4	cd4	PROPN
ajlm-2085	83	53	results	result	NOUN
ajlm-2085	83	54	.	.	PUNCT
ajlm-2085	84	1	the	the	DET
ajlm-2085	84	2	remaining	remain	VERB
ajlm-2085	84	3	15	15	NUM
ajlm-2085	84	4	%	%	NOUN
ajlm-2085	84	5	(	(	PUNCT
ajlm-2085	84	6	46	46	NUM
ajlm-2085	84	7	tests	test	NOUN
ajlm-2085	84	8	per	per	ADP
ajlm-2085	84	9	kit	kit	NOUN
ajlm-2085	84	10	)	)	PUNCT
ajlm-2085	84	11	accounts	account	NOUN
ajlm-2085	84	12	for	for	ADP
ajlm-2085	84	13	other	other	ADJ
ajlm-2085	84	14	aspects	aspect	NOUN
ajlm-2085	84	15	such	such	ADJ
ajlm-2085	84	16	as	as	ADP
ajlm-2085	84	17	daily	daily	ADJ
ajlm-2085	84	18	controls	control	NOUN
ajlm-2085	84	19	,	,	PUNCT
ajlm-2085	84	20	error	error	NOUN
ajlm-2085	84	21	rates	rate	NOUN
ajlm-2085	84	22	,	,	PUNCT
ajlm-2085	84	23	and	and	CCONJ
ajlm-2085	84	24	other	other	ADJ
ajlm-2085	84	25	testing	testing	NOUN
ajlm-2085	84	26	interruptions	interruption	NOUN
ajlm-2085	84	27	(	(	PUNCT
ajlm-2085	84	28	i.e.	i.e.	X
ajlm-2085	84	29	power	power	NOUN
ajlm-2085	84	30	outages	outage	NOUN
ajlm-2085	84	31	or	or	CCONJ
ajlm-2085	84	32	instrument	instrument	NOUN
ajlm-2085	84	33	downtime	downtime	NOUN
ajlm-2085	84	34	)	)	PUNCT
ajlm-2085	84	35	.	.	PUNCT
ajlm-2085	85	1	table	table	NOUN
ajlm-2085	85	2	1	1	NUM
ajlm-2085	85	3	:	:	PUNCT
ajlm-2085	85	4	 	 	SPACE
ajlm-2085	85	5	assumptions	assumption	NOUN
ajlm-2085	85	6	and	and	CCONJ
ajlm-2085	85	7	calculation	calculation	NOUN
ajlm-2085	85	8	of	of	ADP
ajlm-2085	85	9	the	the	DET
ajlm-2085	85	10	optimal	optimal	ADJ
ajlm-2085	85	11	cd4	cd4	PROPN
ajlm-2085	85	12	reagent	reagent	ADJ
ajlm-2085	85	13	efficiency	efficiency	NOUN
ajlm-2085	85	14	percentage	percentage	NOUN
ajlm-2085	85	15	,	,	PUNCT
ajlm-2085	85	16	south	south	PROPN
ajlm-2085	85	17	africa	africa	PROPN
ajlm-2085	85	18	,	,	PUNCT
ajlm-2085	85	19	2019	2019	NUM
ajlm-2085	85	20	.	.	PUNCT
ajlm-2085	86	1	national	national	ADJ
ajlm-2085	86	2	and	and	CCONJ
ajlm-2085	86	3	provincial	provincial	ADJ
ajlm-2085	86	4	analysis	analysis	NOUN
ajlm-2085	86	5	a	a	DET
ajlm-2085	86	6	national	national	ADJ
ajlm-2085	86	7	efficiency	efficiency	NOUN
ajlm-2085	86	8	percentage	percentage	NOUN
ajlm-2085	86	9	of	of	ADP
ajlm-2085	86	10	84.5	84.5	NUM
ajlm-2085	86	11	%	%	NOUN
ajlm-2085	86	12	was	be	AUX
ajlm-2085	86	13	reported	report	VERB
ajlm-2085	86	14	across	across	ADP
ajlm-2085	86	15	all	all	DET
ajlm-2085	86	16	cd4	cd4	PROPN
ajlm-2085	86	17	laboratories	laboratory	NOUN
ajlm-2085	86	18	during	during	ADP
ajlm-2085	86	19	2019	2019	NUM
ajlm-2085	86	20	(	(	PUNCT
ajlm-2085	86	21	data	datum	NOUN
ajlm-2085	86	22	not	not	PART
ajlm-2085	86	23	shown	show	VERB
ajlm-2085	86	24	)	)	PUNCT
ajlm-2085	86	25	.	.	PUNCT
ajlm-2085	87	1	the	the	DET
ajlm-2085	87	2	provincial	provincial	ADJ
ajlm-2085	87	3	analysis	analysis	NOUN
ajlm-2085	87	4	revealed	reveal	VERB
ajlm-2085	87	5	that	that	SCONJ
ajlm-2085	87	6	53.7	53.7	NUM
ajlm-2085	87	7	%	%	NOUN
ajlm-2085	87	8	of	of	ADP
ajlm-2085	87	9	all	all	DET
ajlm-2085	87	10	finished	finished	ADJ
ajlm-2085	87	11	materials	material	NOUN
ajlm-2085	87	12	(	(	PUNCT
ajlm-2085	87	13	cd4	cd4	PROPN
ajlm-2085	87	14	results	result	NOUN
ajlm-2085	87	15	)	)	PUNCT
ajlm-2085	87	16	were	be	AUX
ajlm-2085	87	17	generated	generate	VERB
ajlm-2085	87	18	by	by	ADP
ajlm-2085	87	19	two	two	NUM
ajlm-2085	87	20	provinces	province	NOUN
ajlm-2085	87	21	(	(	PUNCT
ajlm-2085	87	22	data	datum	NOUN
ajlm-2085	87	23	not	not	PART
ajlm-2085	87	24	shown	show	VERB
ajlm-2085	87	25	)	)	PUNCT
ajlm-2085	87	26	.	.	PUNCT
ajlm-2085	88	1	the	the	DET
ajlm-2085	88	2	provincial	provincial	ADJ
ajlm-2085	88	3	efficiency	efficiency	NOUN
ajlm-2085	88	4	percentage	percentage	NOUN
ajlm-2085	88	5	ranged	range	VERB
ajlm-2085	88	6	from	from	ADP
ajlm-2085	88	7	75.7	75.7	NUM
ajlm-2085	88	8	%	%	NOUN
ajlm-2085	88	9	(	(	PUNCT
ajlm-2085	88	10	p8	p8	PROPN
ajlm-2085	88	11	)	)	PUNCT
ajlm-2085	88	12	to	to	ADP
ajlm-2085	88	13	87.7	87.7	NUM
ajlm-2085	88	14	%	%	NOUN
ajlm-2085	88	15	(	(	PUNCT
ajlm-2085	88	16	p2	p2	PROPN
ajlm-2085	88	17	)	)	PUNCT
ajlm-2085	88	18	(	(	PUNCT
ajlm-2085	88	19	figure	figure	NOUN
ajlm-2085	88	20	1	1	NUM
ajlm-2085	88	21	)	)	PUNCT
ajlm-2085	88	22	.	.	PUNCT
ajlm-2085	89	1	only	only	ADV
ajlm-2085	89	2	two	two	NUM
ajlm-2085	89	3	provinces	province	NOUN
ajlm-2085	89	4	reported	report	VERB
ajlm-2085	89	5	an	an	DET
ajlm-2085	89	6	efficiency	efficiency	NOUN
ajlm-2085	89	7	percentage	percentage	NOUN
ajlm-2085	89	8	of	of	ADP
ajlm-2085	89	9	≤	≤	NUM
ajlm-2085	89	10	80	80	NUM
ajlm-2085	89	11	%	%	NOUN
ajlm-2085	89	12	(	(	PUNCT
ajlm-2085	89	13	p8	p8	NOUN
ajlm-2085	89	14	:	:	PUNCT
ajlm-2085	89	15	75.7	75.7	NUM
ajlm-2085	89	16	%	%	NOUN
ajlm-2085	89	17	and	and	CCONJ
ajlm-2085	89	18	p7	p7	ADJ
ajlm-2085	89	19	:	:	PUNCT
ajlm-2085	89	20	79.9	79.9	NUM
ajlm-2085	89	21	%	%	NOUN
ajlm-2085	89	22	)	)	PUNCT
ajlm-2085	89	23	.	.	PUNCT
ajlm-2085	90	1	the	the	DET
ajlm-2085	90	2	percentage	percentage	NOUN
ajlm-2085	90	3	of	of	ADP
ajlm-2085	90	4	samples	sample	NOUN
ajlm-2085	90	5	that	that	PRON
ajlm-2085	90	6	met	meet	VERB
ajlm-2085	90	7	the	the	DET
ajlm-2085	90	8	tat	tat	NOUN
ajlm-2085	90	9	target	target	NOUN
ajlm-2085	90	10	ranged	range	VERB
ajlm-2085	90	11	from	from	ADP
ajlm-2085	90	12	87.2	87.2	NUM
ajlm-2085	90	13	%	%	NOUN
ajlm-2085	90	14	(	(	PUNCT
ajlm-2085	90	15	p6	p6	PROPN
ajlm-2085	90	16	)	)	PUNCT
ajlm-2085	90	17	to	to	ADP
ajlm-2085	90	18	98.0	98.0	NUM
ajlm-2085	90	19	%	%	NOUN
ajlm-2085	90	20	(	(	PUNCT
ajlm-2085	90	21	p7	p7	PROPN
ajlm-2085	90	22	)	)	PUNCT
ajlm-2085	90	23	.	.	PUNCT
ajlm-2085	91	1	figure	figure	NOUN
ajlm-2085	91	2	1	1	NUM
ajlm-2085	91	3	:	:	PUNCT
ajlm-2085	91	4	bubble	bubble	NOUN
ajlm-2085	91	5	chart	chart	NOUN
ajlm-2085	91	6	assessing	assess	VERB
ajlm-2085	91	7	provincial	provincial	ADJ
ajlm-2085	91	8	cd4	cd4	PROPN
ajlm-2085	91	9	reagent	reagent	ADJ
ajlm-2085	91	10	utilisation	utilisation	NOUN
ajlm-2085	91	11	of	of	ADP
ajlm-2085	91	12	nine	nine	NUM
ajlm-2085	91	13	provinces	province	NOUN
ajlm-2085	91	14	in	in	ADP
ajlm-2085	91	15	south	south	PROPN
ajlm-2085	91	16	africa	africa	PROPN
ajlm-2085	91	17	for	for	ADP
ajlm-2085	91	18	2019	2019	NUM
ajlm-2085	91	19	.	.	PUNCT
ajlm-2085	92	1	the	the	DET
ajlm-2085	92	2	efficiency	efficiency	NOUN
ajlm-2085	92	3	percentage	percentage	NOUN
ajlm-2085	92	4	,	,	PUNCT
ajlm-2085	92	5	percentage	percentage	NOUN
ajlm-2085	92	6	of	of	ADP
ajlm-2085	92	7	samples	sample	NOUN
ajlm-2085	92	8	that	that	PRON
ajlm-2085	92	9	met	meet	VERB
ajlm-2085	92	10	the	the	DET
ajlm-2085	92	11	turn	turn	NOUN
ajlm-2085	92	12	-	-	PUNCT
ajlm-2085	92	13	around	around	ADP
ajlm-2085	92	14	time	time	NOUN
ajlm-2085	92	15	target	target	NOUN
ajlm-2085	92	16	,	,	PUNCT
ajlm-2085	92	17	and	and	CCONJ
ajlm-2085	92	18	raw	raw	ADJ
ajlm-2085	92	19	materials	material	NOUN
ajlm-2085	92	20	cost	cost	NOUN
ajlm-2085	92	21	(	(	PUNCT
ajlm-2085	92	22	united	united	PROPN
ajlm-2085	92	23	states	states	PROPN
ajlm-2085	92	24	dollars	dollar	NOUN
ajlm-2085	92	25	)	)	PUNCT
ajlm-2085	92	26	are	be	AUX
ajlm-2085	92	27	reported	report	VERB
ajlm-2085	92	28	on	on	ADP
ajlm-2085	92	29	the	the	DET
ajlm-2085	92	30	x	x	NOUN
ajlm-2085	92	31	-	-	NOUN
ajlm-2085	92	32	axis	axis	ADJ
ajlm-2085	92	33	,	,	PUNCT
ajlm-2085	92	34	y	y	NOUN
ajlm-2085	92	35	-	-	PUNCT
ajlm-2085	92	36	axis	axis	NOUN
ajlm-2085	92	37	,	,	PUNCT
ajlm-2085	92	38	and	and	CCONJ
ajlm-2085	92	39	as	as	ADP
ajlm-2085	92	40	bubble	bubble	NOUN
ajlm-2085	92	41	size	size	NOUN
ajlm-2085	92	42	.	.	PUNCT
ajlm-2085	93	1	laboratory	laboratory	NOUN
ajlm-2085	93	2	reagent	reagent	ADJ
ajlm-2085	93	3	efficiency	efficiency	NOUN
ajlm-2085	93	4	the	the	DET
ajlm-2085	93	5	laboratory	laboratory	NOUN
ajlm-2085	93	6	efficiency	efficiency	NOUN
ajlm-2085	93	7	percentages	percentage	NOUN
ajlm-2085	93	8	ranged	range	VERB
ajlm-2085	93	9	from	from	ADP
ajlm-2085	93	10	66.1	66.1	NUM
ajlm-2085	93	11	%	%	NOUN
ajlm-2085	93	12	(	(	PUNCT
ajlm-2085	93	13	laboratory	laboratory	NOUN
ajlm-2085	93	14	13	13	NUM
ajlm-2085	93	15	[	[	X
ajlm-2085	93	16	p3	p3	NOUN
ajlm-2085	93	17	]	]	PUNCT
ajlm-2085	93	18	)	)	PUNCT
ajlm-2085	93	19	to	to	ADP
ajlm-2085	93	20	104.5	104.5	NUM
ajlm-2085	93	21	%	%	NOUN
ajlm-2085	93	22	(	(	PUNCT
ajlm-2085	93	23	laboratory	laboratory	NOUN
ajlm-2085	93	24	22	22	NUM
ajlm-2085	93	25	[	[	X
ajlm-2085	93	26	p2	p2	X
ajlm-2085	93	27	]	]	PUNCT
ajlm-2085	93	28	)	)	PUNCT
ajlm-2085	93	29	(	(	PUNCT
ajlm-2085	93	30	figure	figure	NOUN
ajlm-2085	93	31	2	2	NUM
ajlm-2085	93	32	)	)	PUNCT
ajlm-2085	93	33	.	.	PUNCT
ajlm-2085	94	1	other	other	ADJ
ajlm-2085	94	2	indicators	indicator	NOUN
ajlm-2085	94	3	of	of	ADP
ajlm-2085	94	4	laboratory	laboratory	NOUN
ajlm-2085	94	5	efficiency	efficiency	NOUN
ajlm-2085	94	6	also	also	ADV
ajlm-2085	94	7	varied	vary	VERB
ajlm-2085	94	8	;	;	PUNCT
ajlm-2085	94	9	the	the	DET
ajlm-2085	94	10	percentage	percentage	NOUN
ajlm-2085	94	11	of	of	ADP
ajlm-2085	94	12	samples	sample	NOUN
ajlm-2085	94	13	that	that	PRON
ajlm-2085	94	14	met	meet	VERB
ajlm-2085	94	15	the	the	DET
ajlm-2085	94	16	stipulated	stipulate	VERB
ajlm-2085	94	17	organisational	organisational	ADJ
ajlm-2085	94	18	cd4	cd4	PROPN
ajlm-2085	94	19	tat	tat	NOUN
ajlm-2085	94	20	cut	cut	NOUN
ajlm-2085	94	21	-	-	PUNCT
ajlm-2085	94	22	off	off	NOUN
ajlm-2085	94	23	varied	varied	ADJ
ajlm-2085	94	24	from	from	ADP
ajlm-2085	94	25	79.5	79.5	NUM
ajlm-2085	94	26	%	%	NOUN
ajlm-2085	94	27	(	(	PUNCT
ajlm-2085	94	28	laboratory	laboratory	NOUN
ajlm-2085	94	29	19	19	NUM
ajlm-2085	95	1	[	[	X
ajlm-2085	95	2	p4	p4	ADJ
ajlm-2085	95	3	]	]	X
ajlm-2085	95	4	)	)	PUNCT
ajlm-2085	95	5	to	to	ADP
ajlm-2085	95	6	99.0	99.0	NUM
ajlm-2085	95	7	%	%	NOUN
ajlm-2085	95	8	(	(	PUNCT
ajlm-2085	95	9	laboratory	laboratory	NOUN
ajlm-2085	95	10	3	3	NUM
ajlm-2085	95	11	[	[	X
ajlm-2085	95	12	p7	p7	NOUN
ajlm-2085	95	13	]	]	PUNCT
ajlm-2085	95	14	)	)	PUNCT
ajlm-2085	95	15	.	.	PUNCT
ajlm-2085	96	1	the	the	DET
ajlm-2085	96	2	days	day	NOUN
ajlm-2085	96	3	lost	lose	VERB
ajlm-2085	96	4	to	to	ADP
ajlm-2085	96	5	testing	testing	NOUN
ajlm-2085	96	6	ranged	range	VERB
ajlm-2085	96	7	from	from	ADP
ajlm-2085	96	8	1	1	NUM
ajlm-2085	96	9	day	day	NOUN
ajlm-2085	96	10	(	(	PUNCT
ajlm-2085	96	11	laboratory	laboratory	NOUN
ajlm-2085	96	12	1	1	NUM
ajlm-2085	96	13	[	[	X
ajlm-2085	96	14	p3	p3	NOUN
ajlm-2085	96	15	]	]	PUNCT
ajlm-2085	96	16	)	)	PUNCT
ajlm-2085	96	17	to	to	ADP
ajlm-2085	96	18	52	52	NUM
ajlm-2085	96	19	days	day	NOUN
ajlm-2085	96	20	(	(	PUNCT
ajlm-2085	96	21	laboratory	laboratory	NOUN
ajlm-2085	96	22	22	22	NUM
ajlm-2085	96	23	[	[	X
ajlm-2085	96	24	p2	p2	X
ajlm-2085	96	25	]	]	PUNCT
ajlm-2085	96	26	)	)	PUNCT
ajlm-2085	96	27	(	(	PUNCT
ajlm-2085	96	28	figure	figure	NOUN
ajlm-2085	96	29	2	2	NUM
ajlm-2085	96	30	)	)	PUNCT
ajlm-2085	96	31	.	.	PUNCT
ajlm-2085	97	1	overall	overall	ADV
ajlm-2085	97	2	,	,	PUNCT
ajlm-2085	97	3	21/47	21/47	NUM
ajlm-2085	97	4	laboratories	laboratory	NOUN
ajlm-2085	97	5	met	meet	VERB
ajlm-2085	97	6	the	the	DET
ajlm-2085	97	7	optimal	optimal	ADJ
ajlm-2085	97	8	efficiency	efficiency	NOUN
ajlm-2085	97	9	percentage	percentage	NOUN
ajlm-2085	97	10	target	target	NOUN
ajlm-2085	97	11	(	(	PUNCT
ajlm-2085	97	12	44.7	44.7	NUM
ajlm-2085	97	13	%	%	NOUN
ajlm-2085	97	14	)	)	PUNCT
ajlm-2085	97	15	compared	compare	VERB
ajlm-2085	97	16	to	to	ADP
ajlm-2085	97	17	40/47	40/47	NUM
ajlm-2085	97	18	for	for	ADP
ajlm-2085	97	19	tat	tat	NOUN
ajlm-2085	97	20	performance	performance	NOUN
ajlm-2085	97	21	(	(	PUNCT
ajlm-2085	97	22	85.1	85.1	NUM
ajlm-2085	97	23	%	%	NOUN
ajlm-2085	97	24	)	)	PUNCT
ajlm-2085	97	25	.	.	PUNCT
ajlm-2085	98	1	quadrants	quadrant	NOUN
ajlm-2085	98	2	a	a	PRON
ajlm-2085	98	3	and	and	CCONJ
ajlm-2085	98	4	c	c	PROPN
ajlm-2085	98	5	met	meet	VERB
ajlm-2085	98	6	the	the	DET
ajlm-2085	98	7	national	national	ADJ
ajlm-2085	98	8	stipulated	stipulate	VERB
ajlm-2085	98	9	tat	tat	NOUN
ajlm-2085	98	10	target	target	NOUN
ajlm-2085	98	11	(	(	PUNCT
ajlm-2085	98	12	>	>	SYM
ajlm-2085	98	13	90	90	NUM
ajlm-2085	98	14	%	%	NOUN
ajlm-2085	98	15	of	of	ADP
ajlm-2085	98	16	reported	report	VERB
ajlm-2085	98	17	cd4	cd4	PROPN
ajlm-2085	98	18	results	result	NOUN
ajlm-2085	98	19	with	with	ADP
ajlm-2085	98	20	40	40	NUM
ajlm-2085	98	21	h	h	NOUN
ajlm-2085	98	22	)	)	PUNCT
ajlm-2085	98	23	.	.	PUNCT
ajlm-2085	99	1	quadrant	quadrant	VERB
ajlm-2085	99	2	a	a	PRON
ajlm-2085	99	3	(	(	PUNCT
ajlm-2085	99	4	comprising	comprise	VERB
ajlm-2085	99	5	36.2	36.2	NUM
ajlm-2085	99	6	%	%	NOUN
ajlm-2085	99	7	or	or	CCONJ
ajlm-2085	99	8	17/47	17/47	NUM
ajlm-2085	99	9	laboratories	laboratory	NOUN
ajlm-2085	99	10	)	)	PUNCT
ajlm-2085	99	11	showed	show	VERB
ajlm-2085	99	12	efficient	efficient	ADJ
ajlm-2085	99	13	reagent	reagent	ADJ
ajlm-2085	99	14	use	use	NOUN
ajlm-2085	99	15	(	(	PUNCT
ajlm-2085	99	16	≥	≥	NUM
ajlm-2085	99	17	84.98	84.98	NUM
ajlm-2085	99	18	%	%	NOUN
ajlm-2085	99	19	)	)	PUNCT
ajlm-2085	99	20	,	,	PUNCT
ajlm-2085	99	21	while	while	SCONJ
ajlm-2085	99	22	quadrant	quadrant	PROPN
ajlm-2085	99	23	c	c	PROPN
ajlm-2085	99	24	(	(	PUNCT
ajlm-2085	99	25	comprising	comprise	VERB
ajlm-2085	99	26	the	the	DET
ajlm-2085	99	27	majority	majority	NOUN
ajlm-2085	99	28	of	of	ADP
ajlm-2085	99	29	laboratories	laboratory	NOUN
ajlm-2085	99	30	,	,	PUNCT
ajlm-2085	99	31	i.e.	i.e.	X
ajlm-2085	99	32	53.2	53.2	NUM
ajlm-2085	99	33	%	%	NOUN
ajlm-2085	99	34	or	or	CCONJ
ajlm-2085	99	35	25/47	25/47	NUM
ajlm-2085	99	36	laboratories	laboratory	NOUN
ajlm-2085	99	37	)	)	PUNCT
ajlm-2085	99	38	showed	show	VERB
ajlm-2085	99	39	less	less	ADV
ajlm-2085	99	40	efficient	efficient	ADJ
ajlm-2085	99	41	reagent	reagent	ADJ
ajlm-2085	99	42	usage	usage	NOUN
ajlm-2085	99	43	(	(	PUNCT
ajlm-2085	99	44	<	<	X
ajlm-2085	99	45	84.98	84.98	NUM
ajlm-2085	99	46	%	%	NOUN
ajlm-2085	99	47	)	)	PUNCT
ajlm-2085	99	48	.	.	PUNCT
ajlm-2085	100	1	quadrants	quadrants	PROPN
ajlm-2085	100	2	b	b	PROPN
ajlm-2085	100	3	and	and	CCONJ
ajlm-2085	100	4	d	d	PROPN
ajlm-2085	100	5	did	do	AUX
ajlm-2085	100	6	not	not	PART
ajlm-2085	100	7	meet	meet	VERB
ajlm-2085	100	8	the	the	DET
ajlm-2085	100	9	stipulated	stipulate	VERB
ajlm-2085	100	10	tat	tat	NOUN
ajlm-2085	100	11	;	;	PUNCT
ajlm-2085	100	12	however	however	ADV
ajlm-2085	100	13	,	,	PUNCT
ajlm-2085	100	14	quadrant	quadrant	PROPN
ajlm-2085	100	15	b	b	PROPN
ajlm-2085	100	16	(	(	PUNCT
ajlm-2085	100	17	8.5	8.5	NUM
ajlm-2085	100	18	%	%	NOUN
ajlm-2085	100	19	or	or	CCONJ
ajlm-2085	100	20	4/47	4/47	NUM
ajlm-2085	100	21	laboratories	laboratory	NOUN
ajlm-2085	100	22	)	)	PUNCT
ajlm-2085	100	23	showed	show	VERB
ajlm-2085	100	24	efficient	efficient	ADJ
ajlm-2085	100	25	use	use	NOUN
ajlm-2085	100	26	of	of	ADP
ajlm-2085	100	27	reagents	reagent	NOUN
ajlm-2085	100	28	≥	≥	NUM
ajlm-2085	100	29	84.98	84.98	NUM
ajlm-2085	100	30	%	%	NOUN
ajlm-2085	100	31	,	,	PUNCT
ajlm-2085	100	32	while	while	SCONJ
ajlm-2085	100	33	quadrant	quadrant	ADJ
ajlm-2085	100	34	d	d	PROPN
ajlm-2085	100	35	(	(	PUNCT
ajlm-2085	100	36	2.1	2.1	NUM
ajlm-2085	100	37	%	%	NOUN
ajlm-2085	100	38	or	or	CCONJ
ajlm-2085	100	39	1/47	1/47	NUM
ajlm-2085	100	40	laboratories	laboratory	NOUN
ajlm-2085	100	41	)	)	PUNCT
ajlm-2085	100	42	reported	report	VERB
ajlm-2085	100	43	<	<	X
ajlm-2085	100	44	84.98	84.98	NUM
ajlm-2085	100	45	%	%	NOUN
ajlm-2085	100	46	reagent	reagent	ADJ
ajlm-2085	100	47	efficiency	efficiency	NOUN
ajlm-2085	100	48	.	.	PUNCT
ajlm-2085	101	1	figure	figure	NOUN
ajlm-2085	101	2	2	2	NUM
ajlm-2085	101	3	:	:	PUNCT
ajlm-2085	101	4	cd4	cd4	PROPN
ajlm-2085	101	5	reagent	reagent	ADJ
ajlm-2085	101	6	utilisation	utilisation	NOUN
ajlm-2085	101	7	of	of	ADP
ajlm-2085	101	8	47	47	NUM
ajlm-2085	101	9	laboratories	laboratory	NOUN
ajlm-2085	101	10	across	across	ADP
ajlm-2085	101	11	nine	nine	NUM
ajlm-2085	101	12	provinces	province	NOUN
ajlm-2085	101	13	in	in	ADP
ajlm-2085	101	14	south	south	PROPN
ajlm-2085	101	15	africa	africa	PROPN
ajlm-2085	101	16	for	for	ADP
ajlm-2085	101	17	2019	2019	NUM
ajlm-2085	101	18	.	.	PUNCT
ajlm-2085	102	1	correlation	correlation	NOUN
ajlm-2085	102	2	of	of	ADP
ajlm-2085	102	3	reagent	reagent	ADJ
ajlm-2085	102	4	efficiency	efficiency	NOUN
ajlm-2085	102	5	percentage	percentage	NOUN
ajlm-2085	102	6	to	to	ADP
ajlm-2085	102	7	other	other	ADJ
ajlm-2085	102	8	factors	factor	NOUN
ajlm-2085	102	9	the	the	DET
ajlm-2085	102	10	scatter	scatter	NOUN
ajlm-2085	102	11	plot	plot	NOUN
ajlm-2085	102	12	analysis	analysis	NOUN
ajlm-2085	102	13	for	for	ADP
ajlm-2085	102	14	all	all	DET
ajlm-2085	102	15	laboratories	laboratory	NOUN
ajlm-2085	102	16	did	do	AUX
ajlm-2085	102	17	not	not	PART
ajlm-2085	102	18	reveal	reveal	VERB
ajlm-2085	102	19	a	a	DET
ajlm-2085	102	20	linear	linear	ADJ
ajlm-2085	102	21	relationship	relationship	NOUN
ajlm-2085	102	22	between	between	ADP
ajlm-2085	102	23	efficient	efficient	ADJ
ajlm-2085	102	24	reagent	reagent	ADJ
ajlm-2085	102	25	use	use	NOUN
ajlm-2085	102	26	and	and	CCONJ
ajlm-2085	102	27	call	call	NOUN
ajlm-2085	102	28	-	-	PUNCT
ajlm-2085	102	29	outs	out	NOUN
ajlm-2085	102	30	,	,	PUNCT
ajlm-2085	102	31	days	day	NOUN
ajlm-2085	102	32	lost	lose	VERB
ajlm-2085	102	33	,	,	PUNCT
ajlm-2085	102	34	referrals	referral	NOUN
ajlm-2085	102	35	,	,	PUNCT
ajlm-2085	102	36	and	and	CCONJ
ajlm-2085	102	37	tat	tat	NOUN
ajlm-2085	102	38	performance	performance	NOUN
ajlm-2085	102	39	(	(	PUNCT
ajlm-2085	102	40	figure	figure	NOUN
ajlm-2085	102	41	3	3	NUM
ajlm-2085	102	42	)	)	PUNCT
ajlm-2085	102	43	.	.	PUNCT
ajlm-2085	103	1	a	a	DET
ajlm-2085	103	2	pairwise	pairwise	NOUN
ajlm-2085	103	3	correlation	correlation	NOUN
ajlm-2085	103	4	coefficient	coefficient	NOUN
ajlm-2085	103	5	of	of	ADP
ajlm-2085	103	6	−1	−1	NOUN
ajlm-2085	103	7	or	or	CCONJ
ajlm-2085	103	8	+1	+1	PROPN
ajlm-2085	103	9	would	would	AUX
ajlm-2085	103	10	indicate	indicate	VERB
ajlm-2085	103	11	a	a	DET
ajlm-2085	103	12	perfect	perfect	ADJ
ajlm-2085	103	13	linear	linear	NOUN
ajlm-2085	103	14	relationship15	relationship15	NOUN
ajlm-2085	103	15	;	;	PUNCT
ajlm-2085	103	16	however	however	ADV
ajlm-2085	103	17	,	,	PUNCT
ajlm-2085	103	18	values	value	NOUN
ajlm-2085	103	19	of	of	ADP
ajlm-2085	103	20	−0.0770	−0.0770	NOUN
ajlm-2085	103	21	,	,	PUNCT
ajlm-2085	103	22	−0.0151	−0.0151	PROPN
ajlm-2085	103	23	,	,	PUNCT
ajlm-2085	103	24	0.0853	0.0853	NUM
ajlm-2085	103	25	and	and	CCONJ
ajlm-2085	103	26	−0.2596	−0.2596	PRON
ajlm-2085	103	27	were	be	AUX
ajlm-2085	103	28	reported	report	VERB
ajlm-2085	103	29	for	for	ADP
ajlm-2085	103	30	these	these	DET
ajlm-2085	103	31	test	test	NOUN
ajlm-2085	103	32	parameters	parameter	NOUN
ajlm-2085	103	33	,	,	PUNCT
ajlm-2085	103	34	confirming	confirm	VERB
ajlm-2085	103	35	very	very	ADV
ajlm-2085	103	36	weak	weak	ADJ
ajlm-2085	103	37	correlation	correlation	NOUN
ajlm-2085	103	38	(	(	PUNCT
ajlm-2085	103	39	values	value	NOUN
ajlm-2085	103	40	very	very	ADV
ajlm-2085	103	41	close	close	ADV
ajlm-2085	103	42	to	to	ADP
ajlm-2085	103	43	0	0	NUM
ajlm-2085	103	44	)	)	PUNCT
ajlm-2085	103	45	.	.	PUNCT
ajlm-2085	104	1	figure	figure	VERB
ajlm-2085	104	2	3	3	NUM
ajlm-2085	104	3	:	:	PUNCT
ajlm-2085	104	4	correlation	correlation	NOUN
ajlm-2085	104	5	of	of	ADP
ajlm-2085	104	6	cd4	cd4	PROPN
ajlm-2085	104	7	reagent	reagent	ADJ
ajlm-2085	104	8	use	use	NOUN
ajlm-2085	104	9	efficiency	efficiency	NOUN
ajlm-2085	104	10	of	of	ADP
ajlm-2085	104	11	47	47	NUM
ajlm-2085	104	12	laboratories	laboratory	NOUN
ajlm-2085	104	13	in	in	ADP
ajlm-2085	104	14	south	south	PROPN
ajlm-2085	104	15	africa	africa	PROPN
ajlm-2085	104	16	for	for	ADP
ajlm-2085	104	17	2019	2019	NUM
ajlm-2085	104	18	.	.	PUNCT
ajlm-2085	105	1	efficiency	efficiency	NOUN
ajlm-2085	105	2	is	be	AUX
ajlm-2085	105	3	plotted	plot	VERB
ajlm-2085	105	4	with	with	ADP
ajlm-2085	105	5	(	(	PUNCT
ajlm-2085	105	6	a	a	X
ajlm-2085	105	7	)	)	PUNCT
ajlm-2085	105	8	the	the	DET
ajlm-2085	105	9	number	number	NOUN
ajlm-2085	105	10	of	of	ADP
ajlm-2085	105	11	call	call	NOUN
ajlm-2085	105	12	-	-	PUNCT
ajlm-2085	105	13	outs	out	NOUN
ajlm-2085	105	14	,	,	PUNCT
ajlm-2085	105	15	(	(	PUNCT
ajlm-2085	105	16	b	b	X
ajlm-2085	105	17	)	)	PUNCT
ajlm-2085	105	18	the	the	DET
ajlm-2085	105	19	number	number	NOUN
ajlm-2085	105	20	of	of	ADP
ajlm-2085	105	21	days	day	NOUN
ajlm-2085	105	22	lost	lose	VERB
ajlm-2085	105	23	,	,	PUNCT
ajlm-2085	105	24	(	(	PUNCT
ajlm-2085	105	25	c	c	X
ajlm-2085	105	26	)	)	PUNCT
ajlm-2085	105	27	the	the	DET
ajlm-2085	105	28	percentage	percentage	NOUN
ajlm-2085	105	29	of	of	ADP
ajlm-2085	105	30	referrals	referral	NOUN
ajlm-2085	105	31	,	,	PUNCT
ajlm-2085	105	32	and	and	CCONJ
ajlm-2085	105	33	(	(	PUNCT
ajlm-2085	105	34	d	d	X
ajlm-2085	105	35	)	)	PUNCT
ajlm-2085	105	36	turn	turn	VERB
ajlm-2085	105	37	-	-	PUNCT
ajlm-2085	105	38	around	around	ADP
ajlm-2085	105	39	time	time	NOUN
ajlm-2085	105	40	performance	performance	NOUN
ajlm-2085	105	41	.	.	PUNCT
ajlm-2085	106	1	detailed	detailed	ADJ
ajlm-2085	106	2	analysis	analysis	NOUN
ajlm-2085	106	3	of	of	ADP
ajlm-2085	106	4	individual	individual	ADJ
ajlm-2085	106	5	laboratory	laboratory	NOUN
ajlm-2085	106	6	efficiency	efficiency	NOUN
ajlm-2085	106	7	for	for	ADP
ajlm-2085	106	8	the	the	DET
ajlm-2085	106	9	top	top	ADJ
ajlm-2085	106	10	and	and	CCONJ
ajlm-2085	106	11	bottom	bottom	ADJ
ajlm-2085	106	12	provinces	province	NOUN
ajlm-2085	106	13	the	the	DET
ajlm-2085	106	14	laboratories	laboratory	NOUN
ajlm-2085	106	15	in	in	ADP
ajlm-2085	106	16	the	the	DET
ajlm-2085	106	17	bottom	bottom	ADJ
ajlm-2085	106	18	province	province	NOUN
ajlm-2085	106	19	(	(	PUNCT
ajlm-2085	106	20	p8	p8	PROPN
ajlm-2085	106	21	)	)	PUNCT
ajlm-2085	106	22	had	have	VERB
ajlm-2085	106	23	an	an	DET
ajlm-2085	106	24	efficiency	efficiency	NOUN
ajlm-2085	106	25	percentage	percentage	NOUN
ajlm-2085	106	26	ranging	range	VERB
ajlm-2085	106	27	from	from	ADP
ajlm-2085	106	28	67.8	67.8	NUM
ajlm-2085	106	29	%	%	NOUN
ajlm-2085	106	30	to	to	ADP
ajlm-2085	106	31	85.7	85.7	NUM
ajlm-2085	106	32	%	%	NOUN
ajlm-2085	106	33	(	(	PUNCT
ajlm-2085	106	34	table	table	NOUN
ajlm-2085	106	35	2	2	NUM
ajlm-2085	106	36	)	)	PUNCT
ajlm-2085	106	37	.	.	PUNCT
ajlm-2085	107	1	only	only	ADV
ajlm-2085	107	2	one	one	NUM
ajlm-2085	107	3	laboratory	laboratory	NOUN
ajlm-2085	107	4	in	in	ADP
ajlm-2085	107	5	this	this	DET
ajlm-2085	107	6	province	province	NOUN
ajlm-2085	107	7	met	meet	VERB
ajlm-2085	107	8	the	the	DET
ajlm-2085	107	9	optimal	optimal	ADJ
ajlm-2085	107	10	efficiency	efficiency	NOUN
ajlm-2085	107	11	percentage	percentage	NOUN
ajlm-2085	107	12	(	(	PUNCT
ajlm-2085	107	13	laboratory	laboratory	NOUN
ajlm-2085	107	14	20	20	NUM
ajlm-2085	107	15	)	)	PUNCT
ajlm-2085	107	16	.	.	PUNCT
ajlm-2085	108	1	the	the	DET
ajlm-2085	108	2	number	number	NOUN
ajlm-2085	108	3	of	of	ADP
ajlm-2085	108	4	call	call	NOUN
ajlm-2085	108	5	-	-	PUNCT
ajlm-2085	108	6	outs	out	NOUN
ajlm-2085	108	7	for	for	ADP
ajlm-2085	108	8	these	these	DET
ajlm-2085	108	9	laboratories	laboratory	NOUN
ajlm-2085	108	10	varied	varied	ADJ
ajlm-2085	108	11	from	from	ADP
ajlm-2085	108	12	42	42	NUM
ajlm-2085	108	13	to	to	ADP
ajlm-2085	108	14	64	64	NUM
ajlm-2085	108	15	;	;	PUNCT
ajlm-2085	108	16	however	however	ADV
ajlm-2085	108	17	,	,	PUNCT
ajlm-2085	108	18	days	day	NOUN
ajlm-2085	108	19	lost	lose	VERB
ajlm-2085	108	20	to	to	ADP
ajlm-2085	108	21	service	service	NOUN
ajlm-2085	108	22	delivery	delivery	NOUN
ajlm-2085	108	23	in	in	ADP
ajlm-2085	108	24	these	these	DET
ajlm-2085	108	25	same	same	ADJ
ajlm-2085	108	26	four	four	NUM
ajlm-2085	108	27	sites	site	NOUN
ajlm-2085	108	28	ranged	range	VERB
ajlm-2085	108	29	between	between	ADP
ajlm-2085	108	30	2	2	NUM
ajlm-2085	108	31	and	and	CCONJ
ajlm-2085	108	32	4	4	NUM
ajlm-2085	108	33	days	day	NOUN
ajlm-2085	108	34	.	.	PUNCT
ajlm-2085	109	1	the	the	DET
ajlm-2085	109	2	percentage	percentage	NOUN
ajlm-2085	109	3	of	of	ADP
ajlm-2085	109	4	referred	refer	VERB
ajlm-2085	109	5	samples	sample	NOUN
ajlm-2085	109	6	tested	test	VERB
ajlm-2085	109	7	in	in	ADP
ajlm-2085	109	8	these	these	DET
ajlm-2085	109	9	sites	site	NOUN
ajlm-2085	109	10	also	also	ADV
ajlm-2085	109	11	varied	vary	VERB
ajlm-2085	109	12	from	from	ADP
ajlm-2085	109	13	23.4	23.4	NUM
ajlm-2085	109	14	%	%	NOUN
ajlm-2085	109	15	to	to	ADP
ajlm-2085	109	16	41.0	41.0	NUM
ajlm-2085	109	17	%	%	NOUN
ajlm-2085	109	18	.	.	PUNCT
ajlm-2085	110	1	conversely	conversely	ADV
ajlm-2085	110	2	,	,	PUNCT
ajlm-2085	110	3	all	all	DET
ajlm-2085	110	4	four	four	NUM
ajlm-2085	110	5	laboratories	laboratory	NOUN
ajlm-2085	110	6	had	have	VERB
ajlm-2085	110	7	tat	tat	ADJ
ajlm-2085	110	8	values	value	NOUN
ajlm-2085	110	9	ranging	range	VERB
ajlm-2085	110	10	from	from	ADP
ajlm-2085	110	11	95.8	95.8	NUM
ajlm-2085	110	12	%	%	NOUN
ajlm-2085	110	13	to	to	ADP
ajlm-2085	110	14	97.2	97.2	NUM
ajlm-2085	110	15	%	%	NOUN
ajlm-2085	110	16	.	.	PUNCT
ajlm-2085	111	1	the	the	DET
ajlm-2085	111	2	instrument	instrument	NOUN
ajlm-2085	111	3	capacity	capacity	NOUN
ajlm-2085	111	4	utilisation	utilisation	NOUN
ajlm-2085	111	5	was	be	AUX
ajlm-2085	111	6	below	below	ADP
ajlm-2085	111	7	85	85	NUM
ajlm-2085	111	8	%	%	NOUN
ajlm-2085	111	9	for	for	ADP
ajlm-2085	111	10	all	all	DET
ajlm-2085	111	11	testing	testing	NOUN
ajlm-2085	111	12	sites	site	NOUN
ajlm-2085	111	13	(	(	PUNCT
ajlm-2085	111	14	table	table	NOUN
ajlm-2085	111	15	2	2	NUM
ajlm-2085	111	16	)	)	PUNCT
ajlm-2085	111	17	.	.	PUNCT
ajlm-2085	112	1	table	table	NOUN
ajlm-2085	112	2	2	2	NUM
ajlm-2085	112	3	:	:	PUNCT
ajlm-2085	112	4	 	 	SPACE
ajlm-2085	112	5	comparison	comparison	NOUN
ajlm-2085	112	6	of	of	ADP
ajlm-2085	112	7	the	the	DET
ajlm-2085	112	8	laboratories	laboratory	NOUN
ajlm-2085	112	9	with	with	ADP
ajlm-2085	112	10	highest	high	ADJ
ajlm-2085	112	11	and	and	CCONJ
ajlm-2085	112	12	lowest	low	ADJ
ajlm-2085	112	13	cd4	cd4	PROPN
ajlm-2085	112	14	reagent	reagent	ADJ
ajlm-2085	112	15	use	use	NOUN
ajlm-2085	112	16	efficiency	efficiency	NOUN
ajlm-2085	112	17	,	,	PUNCT
ajlm-2085	112	18	south	south	PROPN
ajlm-2085	112	19	africa	africa	PROPN
ajlm-2085	112	20	,	,	PUNCT
ajlm-2085	112	21	2019	2019	NUM
ajlm-2085	112	22	.	.	PUNCT
ajlm-2085	113	1	in	in	ADP
ajlm-2085	113	2	the	the	DET
ajlm-2085	113	3	best	well	ADV
ajlm-2085	113	4	-	-	PUNCT
ajlm-2085	113	5	performing	perform	VERB
ajlm-2085	113	6	province	province	NOUN
ajlm-2085	113	7	(	(	PUNCT
ajlm-2085	113	8	p2	p2	PROPN
ajlm-2085	113	9	)	)	PUNCT
ajlm-2085	113	10	,	,	PUNCT
ajlm-2085	113	11	the	the	DET
ajlm-2085	113	12	reagent	reagent	ADJ
ajlm-2085	113	13	use	use	NOUN
ajlm-2085	113	14	efficiency	efficiency	NOUN
ajlm-2085	113	15	percentage	percentage	NOUN
ajlm-2085	113	16	ranged	range	VERB
ajlm-2085	113	17	from	from	ADP
ajlm-2085	113	18	80.7	80.7	NUM
ajlm-2085	113	19	%	%	NOUN
ajlm-2085	113	20	to	to	ADP
ajlm-2085	113	21	104.9	104.9	NUM
ajlm-2085	113	22	%	%	NOUN
ajlm-2085	113	23	across	across	ADP
ajlm-2085	113	24	three	three	NUM
ajlm-2085	113	25	laboratories	laboratory	NOUN
ajlm-2085	113	26	.	.	PUNCT
ajlm-2085	114	1	a	a	DET
ajlm-2085	114	2	range	range	NOUN
ajlm-2085	114	3	of	of	ADP
ajlm-2085	114	4	25–34	25–34	NUM
ajlm-2085	114	5	call	call	NOUN
ajlm-2085	114	6	-	-	PUNCT
ajlm-2085	114	7	outs	out	NOUN
ajlm-2085	114	8	and	and	CCONJ
ajlm-2085	114	9	4–52	4–52	NUM
ajlm-2085	114	10	days	day	NOUN
ajlm-2085	114	11	lost	lose	VERB
ajlm-2085	114	12	was	be	AUX
ajlm-2085	114	13	reported	report	VERB
ajlm-2085	114	14	.	.	PUNCT
ajlm-2085	115	1	only	only	ADV
ajlm-2085	115	2	laboratory	laboratory	NOUN
ajlm-2085	115	3	22	22	NUM
ajlm-2085	115	4	reported	report	VERB
ajlm-2085	115	5	a	a	DET
ajlm-2085	115	6	≥	≥	NUM
ajlm-2085	115	7	90	90	NUM
ajlm-2085	115	8	%	%	NOUN
ajlm-2085	115	9	tat	tat	NOUN
ajlm-2085	115	10	performance	performance	NOUN
ajlm-2085	115	11	.	.	PUNCT
ajlm-2085	116	1	instrument	instrument	NOUN
ajlm-2085	116	2	capacity	capacity	NOUN
ajlm-2085	116	3	utilisation	utilisation	NOUN
ajlm-2085	116	4	was	be	AUX
ajlm-2085	116	5	under	under	ADP
ajlm-2085	116	6	62	62	NUM
ajlm-2085	116	7	%	%	NOUN
ajlm-2085	116	8	for	for	ADP
ajlm-2085	116	9	this	this	DET
ajlm-2085	116	10	province	province	NOUN
ajlm-2085	116	11	.	.	PUNCT
ajlm-2085	117	1	discussion	discussion	NOUN
ajlm-2085	117	2	the	the	DET
ajlm-2085	117	3	work	work	NOUN
ajlm-2085	117	4	investigated	investigate	VERB
ajlm-2085	117	5	how	how	SCONJ
ajlm-2085	117	6	effectively	effectively	ADV
ajlm-2085	117	7	cd4	cd4	ADJ
ajlm-2085	117	8	laboratories	laboratory	NOUN
ajlm-2085	117	9	used	use	VERB
ajlm-2085	117	10	reagents	reagent	NOUN
ajlm-2085	117	11	to	to	PART
ajlm-2085	117	12	deliver	deliver	VERB
ajlm-2085	117	13	cd4	cd4	PROPN
ajlm-2085	117	14	services	service	NOUN
ajlm-2085	117	15	in	in	ADP
ajlm-2085	117	16	south	south	PROPN
ajlm-2085	117	17	africa	africa	PROPN
ajlm-2085	117	18	.	.	PUNCT
ajlm-2085	118	1	the	the	DET
ajlm-2085	118	2	outcomes	outcome	NOUN
ajlm-2085	118	3	revealed	reveal	VERB
ajlm-2085	118	4	that	that	SCONJ
ajlm-2085	118	5	the	the	DET
ajlm-2085	118	6	national	national	PROPN
ajlm-2085	118	7	cd4	cd4	PROPN
ajlm-2085	118	8	network	network	NOUN
ajlm-2085	118	9	reported	report	VERB
ajlm-2085	118	10	a	a	DET
ajlm-2085	118	11	cd4	cd4	PROPN
ajlm-2085	118	12	efficiency	efficiency	NOUN
ajlm-2085	118	13	percentage	percentage	NOUN
ajlm-2085	118	14	of	of	ADP
ajlm-2085	118	15	84.5	84.5	NUM
ajlm-2085	118	16	%	%	NOUN
ajlm-2085	118	17	,	,	PUNCT
ajlm-2085	118	18	ranging	range	VERB
ajlm-2085	118	19	from	from	ADP
ajlm-2085	118	20	75.7	75.7	NUM
ajlm-2085	118	21	%	%	NOUN
ajlm-2085	118	22	to	to	ADP
ajlm-2085	118	23	87.7	87.7	NUM
ajlm-2085	118	24	%	%	NOUN
ajlm-2085	118	25	at	at	ADP
ajlm-2085	118	26	the	the	DET
ajlm-2085	118	27	provincial	provincial	ADJ
ajlm-2085	118	28	level	level	NOUN
ajlm-2085	118	29	.	.	PUNCT
ajlm-2085	119	1	individual	individual	ADJ
ajlm-2085	119	2	laboratory	laboratory	NOUN
ajlm-2085	119	3	efficiency	efficiency	NOUN
ajlm-2085	119	4	percentage	percentage	NOUN
ajlm-2085	119	5	went	go	VERB
ajlm-2085	119	6	as	as	ADV
ajlm-2085	119	7	low	low	ADJ
ajlm-2085	119	8	as	as	ADP
ajlm-2085	119	9	66.1	66.1	NUM
ajlm-2085	119	10	%	%	NOUN
ajlm-2085	119	11	.	.	PUNCT
ajlm-2085	120	1	the	the	DET
ajlm-2085	120	2	averaged	average	VERB
ajlm-2085	120	3	national	national	ADJ
ajlm-2085	120	4	performance	performance	NOUN
ajlm-2085	120	5	masked	mask	VERB
ajlm-2085	120	6	less	less	ADV
ajlm-2085	120	7	efficient	efficient	ADJ
ajlm-2085	120	8	reagent	reagent	ADJ
ajlm-2085	120	9	use	use	NOUN
ajlm-2085	120	10	at	at	ADP
ajlm-2085	120	11	provincial	provincial	ADJ
ajlm-2085	120	12	and	and	CCONJ
ajlm-2085	120	13	laboratory	laboratory	NOUN
ajlm-2085	120	14	levels	level	NOUN
ajlm-2085	120	15	,	,	PUNCT
ajlm-2085	120	16	evident	evident	ADJ
ajlm-2085	120	17	in	in	ADP
ajlm-2085	120	18	the	the	DET
ajlm-2085	120	19	variability	variability	NOUN
ajlm-2085	120	20	of	of	ADP
ajlm-2085	120	21	efficiency	efficiency	NOUN
ajlm-2085	120	22	percentages	percentage	NOUN
ajlm-2085	120	23	reported	report	VERB
ajlm-2085	120	24	for	for	ADP
ajlm-2085	120	25	provinces	province	NOUN
ajlm-2085	120	26	and	and	CCONJ
ajlm-2085	120	27	laboratories	laboratory	NOUN
ajlm-2085	120	28	.	.	PUNCT
ajlm-2085	121	1	several	several	ADJ
ajlm-2085	121	2	laboratories	laboratory	NOUN
ajlm-2085	121	3	had	have	VERB
ajlm-2085	121	4	efficiency	efficiency	NOUN
ajlm-2085	121	5	percentages	percentage	NOUN
ajlm-2085	121	6	below	below	ADP
ajlm-2085	121	7	18.9	18.9	NUM
ajlm-2085	121	8	%	%	NOUN
ajlm-2085	121	9	of	of	ADP
ajlm-2085	121	10	the	the	DET
ajlm-2085	121	11	calculated	calculate	VERB
ajlm-2085	121	12	optimal	optimal	ADJ
ajlm-2085	121	13	reagent	reagent	ADJ
ajlm-2085	121	14	use	use	NOUN
ajlm-2085	121	15	percentage	percentage	NOUN
ajlm-2085	121	16	.	.	PUNCT
ajlm-2085	122	1	thus	thus	ADV
ajlm-2085	122	2	,	,	PUNCT
ajlm-2085	122	3	it	it	PRON
ajlm-2085	122	4	is	be	AUX
ajlm-2085	122	5	essential	essential	ADJ
ajlm-2085	122	6	to	to	PART
ajlm-2085	122	7	assess	assess	VERB
ajlm-2085	122	8	efficiency	efficiency	NOUN
ajlm-2085	122	9	at	at	ADP
ajlm-2085	122	10	the	the	DET
ajlm-2085	122	11	decentralised	decentralise	VERB
ajlm-2085	122	12	level	level	NOUN
ajlm-2085	122	13	to	to	PART
ajlm-2085	122	14	identify	identify	VERB
ajlm-2085	122	15	the	the	DET
ajlm-2085	122	16	less	less	ADV
ajlm-2085	122	17	efficient	efficient	ADJ
ajlm-2085	122	18	performers	performer	NOUN
ajlm-2085	122	19	for	for	ADP
ajlm-2085	122	20	appropriate	appropriate	ADJ
ajlm-2085	122	21	corrective	corrective	ADJ
ajlm-2085	122	22	action	action	NOUN
ajlm-2085	122	23	and	and	CCONJ
ajlm-2085	122	24	intervention	intervention	NOUN
ajlm-2085	122	25	.	.	PUNCT
ajlm-2085	123	1	similar	similar	ADJ
ajlm-2085	123	2	masking	masking	NOUN
ajlm-2085	123	3	of	of	ADP
ajlm-2085	123	4	laboratory	laboratory	NOUN
ajlm-2085	123	5	performance	performance	NOUN
ajlm-2085	123	6	was	be	AUX
ajlm-2085	123	7	reported	report	VERB
ajlm-2085	123	8	for	for	ADP
ajlm-2085	123	9	tat	tat	NOUN
ajlm-2085	123	10	in	in	ADP
ajlm-2085	123	11	the	the	DET
ajlm-2085	123	12	cd4	cd4	PROPN
ajlm-2085	123	13	testing	testing	NOUN
ajlm-2085	123	14	network.10	network.10	PROPN
ajlm-2085	123	15	one	one	NUM
ajlm-2085	123	16	interesting	interesting	ADJ
ajlm-2085	123	17	observation	observation	NOUN
ajlm-2085	123	18	was	be	AUX
ajlm-2085	123	19	a	a	DET
ajlm-2085	123	20	laboratory	laboratory	NOUN
ajlm-2085	123	21	with	with	ADP
ajlm-2085	123	22	an	an	DET
ajlm-2085	123	23	efficiency	efficiency	NOUN
ajlm-2085	123	24	reagent	reagent	ADJ
ajlm-2085	123	25	use	use	NOUN
ajlm-2085	123	26	of	of	ADP
ajlm-2085	123	27	over	over	ADP
ajlm-2085	123	28	100	100	NUM
ajlm-2085	123	29	%	%	NOUN
ajlm-2085	123	30	.	.	PUNCT
ajlm-2085	124	1	this	this	DET
ajlm-2085	124	2	aberration	aberration	NOUN
ajlm-2085	124	3	indicates	indicate	VERB
ajlm-2085	124	4	that	that	SCONJ
ajlm-2085	124	5	some	some	DET
ajlm-2085	124	6	reagents	reagent	NOUN
ajlm-2085	124	7	from	from	ADP
ajlm-2085	124	8	the	the	DET
ajlm-2085	124	9	previous	previous	ADJ
ajlm-2085	124	10	year	year	NOUN
ajlm-2085	124	11	may	may	AUX
ajlm-2085	124	12	have	have	AUX
ajlm-2085	124	13	been	be	AUX
ajlm-2085	124	14	used	use	VERB
ajlm-2085	124	15	in	in	ADP
ajlm-2085	124	16	2019	2019	NUM
ajlm-2085	124	17	(	(	PUNCT
ajlm-2085	124	18	for	for	ADP
ajlm-2085	124	19	example	example	NOUN
ajlm-2085	124	20	,	,	PUNCT
ajlm-2085	124	21	careful	careful	ADJ
ajlm-2085	124	22	provision	provision	NOUN
ajlm-2085	124	23	for	for	ADP
ajlm-2085	124	24	contingency	contingency	NOUN
ajlm-2085	124	25	and	and	CCONJ
ajlm-2085	124	26	reagents	reagent	NOUN
ajlm-2085	124	27	for	for	ADP
ajlm-2085	124	28	the	the	DET
ajlm-2085	124	29	2018	2018	NUM
ajlm-2085	124	30	holiday	holiday	NOUN
ajlm-2085	124	31	period	period	NOUN
ajlm-2085	124	32	,	,	PUNCT
ajlm-2085	124	33	which	which	PRON
ajlm-2085	124	34	was	be	AUX
ajlm-2085	124	35	then	then	ADV
ajlm-2085	124	36	used	use	VERB
ajlm-2085	124	37	in	in	ADP
ajlm-2085	124	38	2019	2019	NUM
ajlm-2085	124	39	)	)	PUNCT
ajlm-2085	124	40	.	.	PUNCT
ajlm-2085	125	1	diligent	diligent	ADJ
ajlm-2085	125	2	stock	stock	NOUN
ajlm-2085	125	3	control	control	NOUN
ajlm-2085	125	4	will	will	AUX
ajlm-2085	125	5	assist	assist	VERB
ajlm-2085	125	6	in	in	ADP
ajlm-2085	125	7	standardising	standardise	VERB
ajlm-2085	125	8	contingency	contingency	NOUN
ajlm-2085	125	9	reagent	reagent	ADJ
ajlm-2085	125	10	stocks	stock	NOUN
ajlm-2085	125	11	held	hold	VERB
ajlm-2085	125	12	in	in	ADP
ajlm-2085	125	13	laboratories	laboratory	NOUN
ajlm-2085	125	14	.	.	PUNCT
ajlm-2085	126	1	only	only	ADV
ajlm-2085	126	2	21	21	NUM
ajlm-2085	126	3	sites	site	NOUN
ajlm-2085	126	4	met	meet	VERB
ajlm-2085	126	5	the	the	DET
ajlm-2085	126	6	calculated	calculated	ADJ
ajlm-2085	126	7	optimal	optimal	ADJ
ajlm-2085	126	8	reagent	reagent	ADJ
ajlm-2085	126	9	efficiency	efficiency	NOUN
ajlm-2085	126	10	percentage	percentage	NOUN
ajlm-2085	126	11	,	,	PUNCT
ajlm-2085	126	12	indicating	indicate	VERB
ajlm-2085	126	13	that	that	SCONJ
ajlm-2085	126	14	perhaps	perhaps	ADV
ajlm-2085	126	15	the	the	DET
ajlm-2085	126	16	optimal	optimal	ADJ
ajlm-2085	126	17	efficiency	efficiency	NOUN
ajlm-2085	126	18	percentage	percentage	NOUN
ajlm-2085	126	19	was	be	AUX
ajlm-2085	126	20	too	too	ADV
ajlm-2085	126	21	optimistic	optimistic	ADJ
ajlm-2085	126	22	and	and	CCONJ
ajlm-2085	126	23	failed	fail	VERB
ajlm-2085	126	24	to	to	PART
ajlm-2085	126	25	factor	factor	VERB
ajlm-2085	126	26	in	in	ADP
ajlm-2085	126	27	laboratory	laboratory	NOUN
ajlm-2085	126	28	testing	testing	NOUN
ajlm-2085	126	29	volume	volume	NOUN
ajlm-2085	126	30	differences	difference	NOUN
ajlm-2085	126	31	.	.	PUNCT
ajlm-2085	127	1	for	for	ADP
ajlm-2085	127	2	example	example	NOUN
ajlm-2085	127	3	,	,	PUNCT
ajlm-2085	127	4	a	a	DET
ajlm-2085	127	5	site	site	NOUN
ajlm-2085	127	6	with	with	ADP
ajlm-2085	127	7	much	much	ADV
ajlm-2085	127	8	higher	high	ADJ
ajlm-2085	127	9	cd4	cd4	NOUN
ajlm-2085	127	10	processing	processing	NOUN
ajlm-2085	127	11	volumes	volume	NOUN
ajlm-2085	127	12	must	must	AUX
ajlm-2085	127	13	perform	perform	VERB
ajlm-2085	127	14	relatively	relatively	ADV
ajlm-2085	127	15	more	more	ADJ
ajlm-2085	127	16	control	control	NOUN
ajlm-2085	127	17	tests	test	NOUN
ajlm-2085	127	18	each	each	DET
ajlm-2085	127	19	day	day	NOUN
ajlm-2085	127	20	than	than	ADP
ajlm-2085	127	21	a	a	DET
ajlm-2085	127	22	site	site	NOUN
ajlm-2085	127	23	with	with	ADP
ajlm-2085	127	24	lower	low	ADJ
ajlm-2085	127	25	test	test	NOUN
ajlm-2085	127	26	volumes	volume	NOUN
ajlm-2085	127	27	or	or	CCONJ
ajlm-2085	127	28	that	that	PRON
ajlm-2085	127	29	work	work	VERB
ajlm-2085	127	30	only	only	ADV
ajlm-2085	127	31	an	an	DET
ajlm-2085	127	32	8	8	NUM
ajlm-2085	127	33	-	-	PUNCT
ajlm-2085	127	34	h	h	NOUN
ajlm-2085	127	35	shift	shift	NOUN
ajlm-2085	127	36	versus	versus	ADP
ajlm-2085	127	37	two	two	NUM
ajlm-2085	127	38	or	or	CCONJ
ajlm-2085	127	39	three	three	NUM
ajlm-2085	127	40	8	8	NUM
ajlm-2085	127	41	-	-	PUNCT
ajlm-2085	127	42	h	h	NOUN
ajlm-2085	127	43	shifts	shift	NOUN
ajlm-2085	127	44	.	.	PUNCT
ajlm-2085	128	1	the	the	DET
ajlm-2085	128	2	detailed	detailed	ADJ
ajlm-2085	128	3	analysis	analysis	NOUN
ajlm-2085	128	4	for	for	ADP
ajlm-2085	128	5	the	the	DET
ajlm-2085	128	6	top	top	ADJ
ajlm-2085	128	7	and	and	CCONJ
ajlm-2085	128	8	bottom	bottom	NOUN
ajlm-2085	128	9	provinces	province	NOUN
ajlm-2085	128	10	also	also	ADV
ajlm-2085	128	11	suggests	suggest	VERB
ajlm-2085	128	12	that	that	SCONJ
ajlm-2085	128	13	in	in	ADP
ajlm-2085	128	14	addition	addition	NOUN
ajlm-2085	128	15	to	to	ADP
ajlm-2085	128	16	the	the	DET
ajlm-2085	128	17	standardised	standardised	ADJ
ajlm-2085	128	18	test	test	NOUN
ajlm-2085	128	19	platform	platform	NOUN
ajlm-2085	128	20	,	,	PUNCT
ajlm-2085	128	21	the	the	DET
ajlm-2085	128	22	workflow	workflow	NOUN
ajlm-2085	128	23	and	and	CCONJ
ajlm-2085	128	24	stock	stock	NOUN
ajlm-2085	128	25	management	management	NOUN
ajlm-2085	128	26	procedures	procedure	NOUN
ajlm-2085	128	27	need	need	VERB
ajlm-2085	128	28	to	to	PART
ajlm-2085	128	29	be	be	AUX
ajlm-2085	128	30	standardised	standardise	VERB
ajlm-2085	128	31	across	across	ADP
ajlm-2085	128	32	laboratories	laboratory	NOUN
ajlm-2085	128	33	to	to	PART
ajlm-2085	128	34	ensure	ensure	VERB
ajlm-2085	128	35	best	good	ADJ
ajlm-2085	128	36	practices	practice	NOUN
ajlm-2085	128	37	.	.	PUNCT
ajlm-2085	129	1	other	other	ADJ
ajlm-2085	129	2	contributing	contribute	VERB
ajlm-2085	129	3	variables	variable	NOUN
ajlm-2085	129	4	that	that	PRON
ajlm-2085	129	5	could	could	AUX
ajlm-2085	129	6	have	have	AUX
ajlm-2085	129	7	affected	affect	VERB
ajlm-2085	129	8	the	the	DET
ajlm-2085	129	9	laboratory	laboratory	NOUN
ajlm-2085	129	10	efficiency	efficiency	NOUN
ajlm-2085	129	11	percentage	percentage	NOUN
ajlm-2085	129	12	include	include	VERB
ajlm-2085	129	13	varying	vary	VERB
ajlm-2085	129	14	staff	staff	NOUN
ajlm-2085	129	15	capacity	capacity	NOUN
ajlm-2085	129	16	(	(	PUNCT
ajlm-2085	129	17	staff	staff	NOUN
ajlm-2085	129	18	numbers	number	NOUN
ajlm-2085	129	19	)	)	PUNCT
ajlm-2085	129	20	and	and	CCONJ
ajlm-2085	129	21	expertise	expertise	NOUN
ajlm-2085	129	22	.	.	PUNCT
ajlm-2085	130	1	these	these	DET
ajlm-2085	130	2	aspects	aspect	NOUN
ajlm-2085	130	3	are	be	AUX
ajlm-2085	130	4	especially	especially	ADV
ajlm-2085	130	5	difficult	difficult	ADJ
ajlm-2085	130	6	to	to	PART
ajlm-2085	130	7	assess	assess	VERB
ajlm-2085	130	8	in	in	ADP
ajlm-2085	130	9	smaller	small	ADJ
ajlm-2085	130	10	,	,	PUNCT
ajlm-2085	130	11	community	community	NOUN
ajlm-2085	130	12	-	-	PUNCT
ajlm-2085	130	13	type	type	NOUN
ajlm-2085	130	14	laboratories	laboratory	NOUN
ajlm-2085	130	15	that	that	PRON
ajlm-2085	130	16	typically	typically	ADV
ajlm-2085	130	17	employ	employ	VERB
ajlm-2085	130	18	multi	multi	ADJ
ajlm-2085	130	19	-	-	ADJ
ajlm-2085	130	20	tasking	tasking	ADJ
ajlm-2085	130	21	rotations	rotation	NOUN
ajlm-2085	130	22	across	across	ADP
ajlm-2085	130	23	pathology	pathology	NOUN
ajlm-2085	130	24	disciplines	discipline	NOUN
ajlm-2085	130	25	to	to	PART
ajlm-2085	130	26	deliver	deliver	VERB
ajlm-2085	130	27	essential	essential	ADJ
ajlm-2085	130	28	pathology	pathology	PROPN
ajlm-2085	130	29	services.4,6,7	services.4,6,7	PROPN
ajlm-2085	130	30	instrument	instrument	PROPN
ajlm-2085	130	31	log	log	PROPN
ajlm-2085	130	32	data	datum	NOUN
ajlm-2085	130	33	files	file	NOUN
ajlm-2085	130	34	were	be	AUX
ajlm-2085	130	35	unavailable	unavailable	ADJ
ajlm-2085	130	36	at	at	ADP
ajlm-2085	130	37	the	the	DET
ajlm-2085	130	38	time	time	NOUN
ajlm-2085	130	39	of	of	ADP
ajlm-2085	130	40	this	this	DET
ajlm-2085	130	41	study	study	NOUN
ajlm-2085	130	42	.	.	PUNCT
ajlm-2085	131	1	it	it	PRON
ajlm-2085	131	2	was	be	AUX
ajlm-2085	131	3	,	,	PUNCT
ajlm-2085	131	4	therefore	therefore	ADV
ajlm-2085	131	5	,	,	PUNCT
ajlm-2085	131	6	impossible	impossible	ADJ
ajlm-2085	131	7	to	to	PART
ajlm-2085	131	8	assess	assess	VERB
ajlm-2085	131	9	the	the	DET
ajlm-2085	131	10	number	number	NOUN
ajlm-2085	131	11	of	of	ADP
ajlm-2085	131	12	repeated	repeat	VERB
ajlm-2085	131	13	tests	test	NOUN
ajlm-2085	131	14	run	run	VERB
ajlm-2085	131	15	,	,	PUNCT
ajlm-2085	131	16	the	the	DET
ajlm-2085	131	17	frequency	frequency	NOUN
ajlm-2085	131	18	of	of	ADP
ajlm-2085	131	19	controls	control	NOUN
ajlm-2085	131	20	performed	perform	VERB
ajlm-2085	131	21	(	(	PUNCT
ajlm-2085	131	22	especially	especially	ADV
ajlm-2085	131	23	as	as	ADP
ajlm-2085	131	24	a	a	DET
ajlm-2085	131	25	proportion	proportion	NOUN
ajlm-2085	131	26	of	of	ADP
ajlm-2085	131	27	the	the	DET
ajlm-2085	131	28	total	total	ADJ
ajlm-2085	131	29	volume	volume	NOUN
ajlm-2085	131	30	of	of	ADP
ajlm-2085	131	31	tests	test	NOUN
ajlm-2085	131	32	performed	perform	VERB
ajlm-2085	131	33	)	)	PUNCT
ajlm-2085	131	34	,	,	PUNCT
ajlm-2085	131	35	and	and	CCONJ
ajlm-2085	131	36	the	the	DET
ajlm-2085	131	37	number	number	NOUN
ajlm-2085	131	38	of	of	ADP
ajlm-2085	131	39	invalid	invalid	ADJ
ajlm-2085	131	40	runs	run	NOUN
ajlm-2085	131	41	,	,	PUNCT
ajlm-2085	131	42	all	all	PRON
ajlm-2085	131	43	of	of	ADP
ajlm-2085	131	44	which	which	PRON
ajlm-2085	131	45	could	could	AUX
ajlm-2085	131	46	contribute	contribute	VERB
ajlm-2085	131	47	to	to	ADP
ajlm-2085	131	48	the	the	DET
ajlm-2085	131	49	lower	low	ADJ
ajlm-2085	131	50	percentage	percentage	NOUN
ajlm-2085	131	51	efficiency	efficiency	NOUN
ajlm-2085	131	52	,	,	PUNCT
ajlm-2085	131	53	especially	especially	ADV
ajlm-2085	131	54	in	in	ADP
ajlm-2085	131	55	smaller	small	ADJ
ajlm-2085	131	56	cd4	cd4	PROPN
ajlm-2085	131	57	volume	volume	NOUN
ajlm-2085	131	58	laboratories	laboratory	NOUN
ajlm-2085	131	59	.	.	PUNCT
ajlm-2085	132	1	this	this	DET
ajlm-2085	132	2	study	study	NOUN
ajlm-2085	132	3	,	,	PUNCT
ajlm-2085	132	4	however	however	ADV
ajlm-2085	132	5	,	,	PUNCT
ajlm-2085	132	6	highlights	highlight	VERB
ajlm-2085	132	7	the	the	DET
ajlm-2085	132	8	value	value	NOUN
ajlm-2085	132	9	of	of	ADP
ajlm-2085	132	10	instrument	instrument	NOUN
ajlm-2085	132	11	log	log	NOUN
ajlm-2085	132	12	data	datum	NOUN
ajlm-2085	132	13	files	file	NOUN
ajlm-2085	132	14	and	and	CCONJ
ajlm-2085	132	15	the	the	DET
ajlm-2085	132	16	need	need	NOUN
ajlm-2085	132	17	to	to	PART
ajlm-2085	132	18	collate	collate	VERB
ajlm-2085	132	19	this	this	DET
ajlm-2085	132	20	information	information	NOUN
ajlm-2085	132	21	on	on	ADP
ajlm-2085	132	22	an	an	DET
ajlm-2085	132	23	organisation	organisation	NOUN
ajlm-2085	132	24	’s	’s	PART
ajlm-2085	132	25	central	central	ADJ
ajlm-2085	132	26	data	datum	NOUN
ajlm-2085	132	27	server	server	NOUN
ajlm-2085	132	28	to	to	PART
ajlm-2085	132	29	facilitate	facilitate	VERB
ajlm-2085	132	30	near	near	ADP
ajlm-2085	132	31	real	real	ADJ
ajlm-2085	132	32	-	-	PUNCT
ajlm-2085	132	33	time	time	NOUN
ajlm-2085	132	34	analysis	analysis	NOUN
ajlm-2085	132	35	,	,	PUNCT
ajlm-2085	132	36	including	include	VERB
ajlm-2085	132	37	reagent	reagent	ADJ
ajlm-2085	132	38	utilisation	utilisation	NOUN
ajlm-2085	132	39	.	.	PUNCT
ajlm-2085	133	1	other	other	ADJ
ajlm-2085	133	2	information	information	NOUN
ajlm-2085	133	3	,	,	PUNCT
ajlm-2085	133	4	including	include	VERB
ajlm-2085	133	5	days	day	NOUN
ajlm-2085	133	6	lost	lose	VERB
ajlm-2085	133	7	,	,	PUNCT
ajlm-2085	133	8	duplicated	duplicate	VERB
ajlm-2085	133	9	testing	testing	NOUN
ajlm-2085	133	10	,	,	PUNCT
ajlm-2085	133	11	and	and	CCONJ
ajlm-2085	133	12	the	the	DET
ajlm-2085	133	13	number	number	NOUN
ajlm-2085	133	14	of	of	ADP
ajlm-2085	133	15	controls	control	NOUN
ajlm-2085	133	16	used	use	VERB
ajlm-2085	133	17	,	,	PUNCT
ajlm-2085	133	18	could	could	AUX
ajlm-2085	133	19	also	also	ADV
ajlm-2085	133	20	be	be	AUX
ajlm-2085	133	21	logged	log	VERB
ajlm-2085	133	22	and	and	CCONJ
ajlm-2085	133	23	centrally	centrally	ADV
ajlm-2085	133	24	monitored	monitor	VERB
ajlm-2085	133	25	to	to	PART
ajlm-2085	133	26	identify	identify	VERB
ajlm-2085	133	27	more	more	ADJ
ajlm-2085	133	28	systemic	systemic	ADJ
ajlm-2085	133	29	problems	problem	NOUN
ajlm-2085	133	30	in	in	ADP
ajlm-2085	133	31	laboratories	laboratory	NOUN
ajlm-2085	133	32	.	.	PUNCT
ajlm-2085	134	1	here	here	ADV
ajlm-2085	134	2	,	,	PUNCT
ajlm-2085	134	3	instrument	instrument	NOUN
ajlm-2085	134	4	-	-	PUNCT
ajlm-2085	134	5	collected	collect	VERB
ajlm-2085	134	6	data	datum	NOUN
ajlm-2085	134	7	would	would	AUX
ajlm-2085	134	8	be	be	AUX
ajlm-2085	134	9	invaluable	invaluable	ADJ
ajlm-2085	134	10	to	to	PART
ajlm-2085	134	11	identify	identify	VERB
ajlm-2085	134	12	practices	practice	NOUN
ajlm-2085	134	13	employed	employ	VERB
ajlm-2085	134	14	in	in	ADP
ajlm-2085	134	15	the	the	DET
ajlm-2085	134	16	better	well	ADV
ajlm-2085	134	17	-	-	PUNCT
ajlm-2085	134	18	performing	perform	VERB
ajlm-2085	134	19	laboratories	laboratory	NOUN
ajlm-2085	134	20	that	that	PRON
ajlm-2085	134	21	could	could	AUX
ajlm-2085	134	22	be	be	AUX
ajlm-2085	134	23	standardised	standardise	VERB
ajlm-2085	134	24	across	across	ADP
ajlm-2085	134	25	all	all	DET
ajlm-2085	134	26	testing	testing	NOUN
ajlm-2085	134	27	sites	site	NOUN
ajlm-2085	134	28	.	.	PUNCT
ajlm-2085	135	1	such	such	DET
ajlm-2085	135	2	an	an	DET
ajlm-2085	135	3	approach	approach	NOUN
ajlm-2085	135	4	would	would	AUX
ajlm-2085	135	5	make	make	VERB
ajlm-2085	135	6	it	it	PRON
ajlm-2085	135	7	easier	easy	ADJ
ajlm-2085	135	8	to	to	PART
ajlm-2085	135	9	introduce	introduce	VERB
ajlm-2085	135	10	corrective	corrective	ADJ
ajlm-2085	135	11	interventions	intervention	NOUN
ajlm-2085	135	12	and	and	CCONJ
ajlm-2085	135	13	pair	pair	NOUN
ajlm-2085	135	14	provinces	province	NOUN
ajlm-2085	135	15	with	with	ADP
ajlm-2085	135	16	a	a	DET
ajlm-2085	135	17	poor	poor	ADJ
ajlm-2085	135	18	efficiency	efficiency	NOUN
ajlm-2085	135	19	percentage	percentage	NOUN
ajlm-2085	135	20	to	to	ADP
ajlm-2085	135	21	their	their	PRON
ajlm-2085	135	22	better	well	ADV
ajlm-2085	135	23	-	-	PUNCT
ajlm-2085	135	24	performing	perform	VERB
ajlm-2085	135	25	sister	sister	NOUN
ajlm-2085	135	26	sites	site	NOUN
ajlm-2085	135	27	.	.	PUNCT
ajlm-2085	136	1	ultimately	ultimately	ADV
ajlm-2085	136	2	all	all	DET
ajlm-2085	136	3	efficiency	efficiency	NOUN
ajlm-2085	136	4	parameters	parameter	NOUN
ajlm-2085	136	5	mentioned	mention	VERB
ajlm-2085	136	6	in	in	ADP
ajlm-2085	136	7	this	this	DET
ajlm-2085	136	8	article	article	NOUN
ajlm-2085	136	9	should	should	AUX
ajlm-2085	136	10	ideally	ideally	ADV
ajlm-2085	136	11	be	be	AUX
ajlm-2085	136	12	monitored	monitor	VERB
ajlm-2085	136	13	at	at	ADP
ajlm-2085	136	14	a	a	DET
ajlm-2085	136	15	centralised	centralised	ADJ
ajlm-2085	136	16	level	level	NOUN
ajlm-2085	136	17	by	by	ADP
ajlm-2085	136	18	a	a	DET
ajlm-2085	136	19	national	national	ADJ
ajlm-2085	136	20	overseeing	overseeing	NOUN
ajlm-2085	136	21	,	,	PUNCT
ajlm-2085	136	22	harmonising	harmonise	VERB
ajlm-2085	136	23	body	body	NOUN
ajlm-2085	136	24	that	that	PRON
ajlm-2085	136	25	uses	use	VERB
ajlm-2085	136	26	instrument	instrument	NOUN
ajlm-2085	136	27	logs	log	NOUN
ajlm-2085	136	28	and	and	CCONJ
ajlm-2085	136	29	other	other	ADJ
ajlm-2085	136	30	relevant	relevant	ADJ
ajlm-2085	136	31	data	datum	NOUN
ajlm-2085	136	32	to	to	PART
ajlm-2085	136	33	report	report	VERB
ajlm-2085	136	34	on	on	ADP
ajlm-2085	136	35	national	national	ADJ
ajlm-2085	136	36	service	service	NOUN
ajlm-2085	136	37	efficiency	efficiency	NOUN
ajlm-2085	136	38	and	and	CCONJ
ajlm-2085	136	39	performance.4,6,7	performance.4,6,7	VERB
ajlm-2085	136	40	a	a	DET
ajlm-2085	136	41	comprehensive	comprehensive	ADJ
ajlm-2085	136	42	monitoring	monitoring	NOUN
ajlm-2085	136	43	and	and	CCONJ
ajlm-2085	136	44	evaluation	evaluation	NOUN
ajlm-2085	136	45	plan	plan	NOUN
ajlm-2085	136	46	should	should	AUX
ajlm-2085	136	47	be	be	AUX
ajlm-2085	136	48	developed	develop	VERB
ajlm-2085	136	49	that	that	PRON
ajlm-2085	136	50	stipulates	stipulate	VERB
ajlm-2085	136	51	the	the	DET
ajlm-2085	136	52	indicators	indicator	NOUN
ajlm-2085	136	53	to	to	PART
ajlm-2085	136	54	be	be	AUX
ajlm-2085	136	55	reported	report	VERB
ajlm-2085	136	56	.	.	PUNCT
ajlm-2085	137	1	the	the	DET
ajlm-2085	137	2	development	development	NOUN
ajlm-2085	137	3	of	of	ADP
ajlm-2085	137	4	appropriate	appropriate	ADJ
ajlm-2085	137	5	dashboards	dashboard	NOUN
ajlm-2085	137	6	reporting	report	VERB
ajlm-2085	137	7	reagent	reagent	ADJ
ajlm-2085	137	8	utilisation	utilisation	NOUN
ajlm-2085	137	9	efficiency	efficiency	NOUN
ajlm-2085	137	10	is	be	AUX
ajlm-2085	137	11	needed	need	VERB
ajlm-2085	137	12	to	to	PART
ajlm-2085	137	13	monitor	monitor	VERB
ajlm-2085	137	14	performance	performance	NOUN
ajlm-2085	137	15	for	for	ADP
ajlm-2085	137	16	continual	continual	ADJ
ajlm-2085	137	17	improvement	improvement	NOUN
ajlm-2085	137	18	of	of	ADP
ajlm-2085	137	19	the	the	DET
ajlm-2085	137	20	national	national	ADJ
ajlm-2085	137	21	laboratory	laboratory	NOUN
ajlm-2085	137	22	system	system	NOUN
ajlm-2085	137	23	.	.	PUNCT
ajlm-2085	138	1	furthermore	furthermore	ADV
ajlm-2085	138	2	,	,	PUNCT
ajlm-2085	138	3	this	this	DET
ajlm-2085	138	4	reagent	reagent	ADJ
ajlm-2085	138	5	efficiency	efficiency	NOUN
ajlm-2085	138	6	model	model	NOUN
ajlm-2085	138	7	could	could	AUX
ajlm-2085	138	8	be	be	AUX
ajlm-2085	138	9	extended	extend	VERB
ajlm-2085	138	10	to	to	ADP
ajlm-2085	138	11	other	other	ADJ
ajlm-2085	138	12	tests	test	NOUN
ajlm-2085	138	13	across	across	ADP
ajlm-2085	138	14	a	a	DET
ajlm-2085	138	15	national	national	ADJ
ajlm-2085	138	16	laboratory	laboratory	NOUN
ajlm-2085	138	17	network	network	NOUN
ajlm-2085	138	18	to	to	PART
ajlm-2085	138	19	improve	improve	VERB
ajlm-2085	138	20	reagent	reagent	ADJ
ajlm-2085	138	21	efficiency	efficiency	NOUN
ajlm-2085	138	22	across	across	ADP
ajlm-2085	138	23	all	all	DET
ajlm-2085	138	24	pathology	pathology	NOUN
ajlm-2085	138	25	disciplines.8,9	disciplines.8,9	NOUN
ajlm-2085	138	26	to	to	PART
ajlm-2085	138	27	accomplish	accomplish	VERB
ajlm-2085	138	28	this	this	PRON
ajlm-2085	138	29	,	,	PUNCT
ajlm-2085	138	30	a	a	DET
ajlm-2085	138	31	national	national	ADJ
ajlm-2085	138	32	lis	lis	NOUN
ajlm-2085	138	33	is	be	AUX
ajlm-2085	138	34	key	key	ADJ
ajlm-2085	138	35	to	to	ADP
ajlm-2085	138	36	generating	generate	VERB
ajlm-2085	138	37	the	the	DET
ajlm-2085	138	38	data	datum	NOUN
ajlm-2085	138	39	for	for	ADP
ajlm-2085	138	40	real	real	ADJ
ajlm-2085	138	41	-	-	PUNCT
ajlm-2085	138	42	time	time	NOUN
ajlm-2085	138	43	monitoring	monitoring	NOUN
ajlm-2085	138	44	.	.	PUNCT
ajlm-2085	139	1	well	well	ADV
ajlm-2085	139	2	-	-	PUNCT
ajlm-2085	139	3	narrated	narrate	VERB
ajlm-2085	139	4	data	datum	NOUN
ajlm-2085	139	5	provide	provide	VERB
ajlm-2085	139	6	far	far	ADV
ajlm-2085	139	7	more	more	ADJ
ajlm-2085	139	8	granularity	granularity	NOUN
ajlm-2085	139	9	than	than	ADP
ajlm-2085	139	10	aggregate	aggregate	ADJ
ajlm-2085	139	11	data	datum	NOUN
ajlm-2085	139	12	systems22	systems22	NOUN
ajlm-2085	139	13	and	and	CCONJ
ajlm-2085	139	14	ensure	ensure	VERB
ajlm-2085	139	15	that	that	SCONJ
ajlm-2085	139	16	data	datum	NOUN
ajlm-2085	139	17	are	be	AUX
ajlm-2085	139	18	continually	continually	ADV
ajlm-2085	139	19	visible	visible	ADJ
ajlm-2085	139	20	from	from	ADP
ajlm-2085	139	21	the	the	DET
ajlm-2085	139	22	national	national	NOUN
ajlm-2085	139	23	to	to	ADP
ajlm-2085	139	24	the	the	DET
ajlm-2085	139	25	laboratory	laboratory	NOUN
ajlm-2085	139	26	level	level	NOUN
ajlm-2085	139	27	for	for	ADP
ajlm-2085	139	28	all	all	DET
ajlm-2085	139	29	tests	test	NOUN
ajlm-2085	139	30	.	.	PUNCT
ajlm-2085	140	1	in	in	ADP
ajlm-2085	140	2	our	our	PRON
ajlm-2085	140	3	context	context	NOUN
ajlm-2085	140	4	,	,	PUNCT
ajlm-2085	140	5	all	all	DET
ajlm-2085	140	6	laboratory	laboratory	NOUN
ajlm-2085	140	7	data	datum	NOUN
ajlm-2085	140	8	is	be	AUX
ajlm-2085	140	9	stored	store	VERB
ajlm-2085	140	10	in	in	ADP
ajlm-2085	140	11	a	a	DET
ajlm-2085	140	12	data	data	NOUN
ajlm-2085	140	13	warehouse	warehouse	NOUN
ajlm-2085	140	14	environment	environment	NOUN
ajlm-2085	140	15	with	with	ADP
ajlm-2085	140	16	massive	massive	ADJ
ajlm-2085	140	17	server	server	NOUN
ajlm-2085	140	18	capacity	capacity	NOUN
ajlm-2085	140	19	for	for	ADP
ajlm-2085	140	20	all	all	DET
ajlm-2085	140	21	tests	test	NOUN
ajlm-2085	140	22	in	in	ADP
ajlm-2085	140	23	the	the	DET
ajlm-2085	140	24	national	national	PROPN
ajlm-2085	140	25	network.22	network.22	PROPN
ajlm-2085	140	26	further	further	ADJ
ajlm-2085	140	27	investigation	investigation	NOUN
ajlm-2085	140	28	is	be	AUX
ajlm-2085	140	29	required	require	VERB
ajlm-2085	140	30	to	to	PART
ajlm-2085	140	31	understand	understand	VERB
ajlm-2085	140	32	how	how	SCONJ
ajlm-2085	140	33	reagents	reagent	NOUN
ajlm-2085	140	34	are	be	AUX
ajlm-2085	140	35	used	use	VERB
ajlm-2085	140	36	in	in	ADP
ajlm-2085	140	37	cd4	cd4	PROPN
ajlm-2085	140	38	laboratories	laboratory	NOUN
ajlm-2085	140	39	with	with	ADP
ajlm-2085	140	40	higher	high	ADJ
ajlm-2085	140	41	and	and	CCONJ
ajlm-2085	140	42	lower	low	ADJ
ajlm-2085	140	43	volumes	volume	NOUN
ajlm-2085	140	44	to	to	PART
ajlm-2085	140	45	improve	improve	VERB
ajlm-2085	140	46	overall	overall	ADJ
ajlm-2085	140	47	reagent	reagent	ADJ
ajlm-2085	140	48	usage	usage	NOUN
ajlm-2085	140	49	.	.	PUNCT
ajlm-2085	141	1	interestingly	interestingly	ADV
ajlm-2085	141	2	,	,	PUNCT
ajlm-2085	141	3	the	the	DET
ajlm-2085	141	4	lack	lack	NOUN
ajlm-2085	141	5	of	of	ADP
ajlm-2085	141	6	linear	linear	ADJ
ajlm-2085	141	7	correlation	correlation	NOUN
ajlm-2085	141	8	between	between	ADP
ajlm-2085	141	9	reagent	reagent	ADJ
ajlm-2085	141	10	usage	usage	NOUN
ajlm-2085	141	11	and	and	CCONJ
ajlm-2085	141	12	other	other	ADJ
ajlm-2085	141	13	efficiency	efficiency	NOUN
ajlm-2085	141	14	parameters	parameter	NOUN
ajlm-2085	141	15	,	,	PUNCT
ajlm-2085	141	16	including	include	VERB
ajlm-2085	141	17	call	call	NOUN
ajlm-2085	141	18	-	-	PUNCT
ajlm-2085	141	19	outs	out	NOUN
ajlm-2085	141	20	,	,	PUNCT
ajlm-2085	141	21	days	day	NOUN
ajlm-2085	141	22	lost	lose	VERB
ajlm-2085	141	23	,	,	PUNCT
ajlm-2085	141	24	referrals	referral	NOUN
ajlm-2085	141	25	,	,	PUNCT
ajlm-2085	141	26	and	and	CCONJ
ajlm-2085	141	27	tat	tat	NOUN
ajlm-2085	141	28	performance	performance	NOUN
ajlm-2085	141	29	,	,	PUNCT
ajlm-2085	141	30	could	could	AUX
ajlm-2085	141	31	indicate	indicate	VERB
ajlm-2085	141	32	more	more	ADJ
ajlm-2085	141	33	systemic	systemic	ADJ
ajlm-2085	141	34	laboratory	laboratory	NOUN
ajlm-2085	141	35	problems	problem	NOUN
ajlm-2085	141	36	.	.	PUNCT
ajlm-2085	142	1	although	although	SCONJ
ajlm-2085	142	2	beyond	beyond	ADP
ajlm-2085	142	3	the	the	DET
ajlm-2085	142	4	scope	scope	NOUN
ajlm-2085	142	5	of	of	ADP
ajlm-2085	142	6	this	this	DET
ajlm-2085	142	7	study	study	NOUN
ajlm-2085	142	8	,	,	PUNCT
ajlm-2085	142	9	detailed	detailed	ADJ
ajlm-2085	142	10	on	on	ADP
ajlm-2085	142	11	-	-	PUNCT
ajlm-2085	142	12	site	site	NOUN
ajlm-2085	142	13	inspection	inspection	NOUN
ajlm-2085	142	14	at	at	ADP
ajlm-2085	142	15	each	each	DET
ajlm-2085	142	16	laboratory	laboratory	NOUN
ajlm-2085	142	17	,	,	PUNCT
ajlm-2085	142	18	with	with	ADP
ajlm-2085	142	19	full	full	ADJ
ajlm-2085	142	20	audits	audits	NOUN
ajlm-2085	142	21	of	of	ADP
ajlm-2085	142	22	procedures	procedure	NOUN
ajlm-2085	142	23	and	and	CCONJ
ajlm-2085	142	24	practices	practice	NOUN
ajlm-2085	142	25	,	,	PUNCT
ajlm-2085	142	26	could	could	AUX
ajlm-2085	142	27	address	address	VERB
ajlm-2085	142	28	some	some	PRON
ajlm-2085	142	29	of	of	ADP
ajlm-2085	142	30	these	these	DET
ajlm-2085	142	31	questions	question	NOUN
ajlm-2085	142	32	.	.	PUNCT
ajlm-2085	143	1	limitations	limitation	NOUN
ajlm-2085	143	2	a	a	DET
ajlm-2085	143	3	limitation	limitation	NOUN
ajlm-2085	143	4	of	of	ADP
ajlm-2085	143	5	this	this	DET
ajlm-2085	143	6	study	study	NOUN
ajlm-2085	143	7	was	be	AUX
ajlm-2085	143	8	the	the	DET
ajlm-2085	143	9	absence	absence	NOUN
ajlm-2085	143	10	of	of	ADP
ajlm-2085	143	11	instrument	instrument	NOUN
ajlm-2085	143	12	log	log	NOUN
ajlm-2085	143	13	file	file	NOUN
ajlm-2085	143	14	data	datum	NOUN
ajlm-2085	143	15	.	.	PUNCT
ajlm-2085	144	1	unfortunately	unfortunately	ADV
ajlm-2085	144	2	,	,	PUNCT
ajlm-2085	144	3	these	these	DET
ajlm-2085	144	4	data	datum	NOUN
ajlm-2085	144	5	are	be	AUX
ajlm-2085	144	6	stored	store	VERB
ajlm-2085	144	7	on	on	ADP
ajlm-2085	144	8	a	a	DET
ajlm-2085	144	9	local	local	ADJ
ajlm-2085	144	10	instrument	instrument	NOUN
ajlm-2085	144	11	-	-	PUNCT
ajlm-2085	144	12	linked	link	VERB
ajlm-2085	144	13	computer	computer	NOUN
ajlm-2085	144	14	.	.	PUNCT
ajlm-2085	145	1	in	in	ADP
ajlm-2085	145	2	addition	addition	NOUN
ajlm-2085	145	3	,	,	PUNCT
ajlm-2085	145	4	the	the	DET
ajlm-2085	145	5	optimal	optimal	ADJ
ajlm-2085	145	6	efficiency	efficiency	NOUN
ajlm-2085	145	7	percentage	percentage	NOUN
ajlm-2085	145	8	calculated	calculate	VERB
ajlm-2085	145	9	was	be	AUX
ajlm-2085	145	10	based	base	VERB
ajlm-2085	145	11	on	on	ADP
ajlm-2085	145	12	averages	average	NOUN
ajlm-2085	145	13	of	of	ADP
ajlm-2085	145	14	laboratories	laboratory	NOUN
ajlm-2085	145	15	studied	study	VERB
ajlm-2085	145	16	with	with	ADP
ajlm-2085	145	17	the	the	DET
ajlm-2085	145	18	assumptions	assumption	NOUN
ajlm-2085	145	19	stated	state	VERB
ajlm-2085	145	20	in	in	ADP
ajlm-2085	145	21	the	the	DET
ajlm-2085	145	22	methods	method	NOUN
ajlm-2085	145	23	section	section	NOUN
ajlm-2085	145	24	;	;	PUNCT
ajlm-2085	145	25	outlines	outline	NOUN
ajlm-2085	145	26	suggest	suggest	VERB
ajlm-2085	145	27	this	this	DET
ajlm-2085	145	28	calculated	calculate	VERB
ajlm-2085	145	29	percentage	percentage	NOUN
ajlm-2085	145	30	may	may	AUX
ajlm-2085	145	31	have	have	AUX
ajlm-2085	145	32	been	be	AUX
ajlm-2085	145	33	too	too	ADV
ajlm-2085	145	34	optimistic	optimistic	ADJ
ajlm-2085	145	35	and	and	CCONJ
ajlm-2085	145	36	requires	require	VERB
ajlm-2085	145	37	further	further	ADJ
ajlm-2085	145	38	workflow	workflow	NOUN
ajlm-2085	145	39	studies	study	NOUN
ajlm-2085	145	40	.	.	PUNCT
ajlm-2085	146	1	conclusion	conclusion	NOUN
ajlm-2085	146	2	we	we	PRON
ajlm-2085	146	3	reported	report	VERB
ajlm-2085	146	4	a	a	DET
ajlm-2085	146	5	model	model	NOUN
ajlm-2085	146	6	of	of	ADP
ajlm-2085	146	7	reagent	reagent	ADJ
ajlm-2085	146	8	efficiency	efficiency	NOUN
ajlm-2085	146	9	across	across	ADP
ajlm-2085	146	10	a	a	DET
ajlm-2085	146	11	pathology	pathology	NOUN
ajlm-2085	146	12	network	network	NOUN
ajlm-2085	146	13	with	with	ADP
ajlm-2085	146	14	various	various	ADJ
ajlm-2085	146	15	service	service	NOUN
ajlm-2085	146	16	tiers	tier	NOUN
ajlm-2085	146	17	.	.	PUNCT
ajlm-2085	147	1	the	the	DET
ajlm-2085	147	2	work	work	NOUN
ajlm-2085	147	3	emphasises	emphasise	VERB
ajlm-2085	147	4	the	the	DET
ajlm-2085	147	5	importance	importance	NOUN
ajlm-2085	147	6	of	of	ADP
ajlm-2085	147	7	review	review	NOUN
ajlm-2085	147	8	at	at	ADP
ajlm-2085	147	9	all	all	DET
ajlm-2085	147	10	hierarchical	hierarchical	ADJ
ajlm-2085	147	11	tiers	tier	NOUN
ajlm-2085	147	12	of	of	ADP
ajlm-2085	147	13	service	service	NOUN
ajlm-2085	147	14	,	,	PUNCT
ajlm-2085	147	15	in	in	ADP
ajlm-2085	147	16	this	this	DET
ajlm-2085	147	17	instance	instance	NOUN
ajlm-2085	147	18	at	at	ADP
ajlm-2085	147	19	the	the	DET
ajlm-2085	147	20	provincial	provincial	ADJ
ajlm-2085	147	21	or	or	CCONJ
ajlm-2085	147	22	individual	individual	ADJ
ajlm-2085	147	23	laboratory	laboratory	NOUN
ajlm-2085	147	24	level	level	NOUN
ajlm-2085	147	25	,	,	PUNCT
ajlm-2085	147	26	to	to	PART
ajlm-2085	147	27	detect	detect	VERB
ajlm-2085	147	28	masked	mask	VERB
ajlm-2085	147	29	poorer	poor	ADJ
ajlm-2085	147	30	levels	level	NOUN
ajlm-2085	147	31	of	of	ADP
ajlm-2085	147	32	efficiency	efficiency	NOUN
ajlm-2085	147	33	and	and	CCONJ
ajlm-2085	147	34	areas	area	NOUN
ajlm-2085	147	35	for	for	ADP
ajlm-2085	147	36	corrective	corrective	ADJ
ajlm-2085	147	37	action	action	NOUN
ajlm-2085	147	38	.	.	PUNCT
ajlm-2085	148	1	there	there	PRON
ajlm-2085	148	2	was	be	VERB
ajlm-2085	148	3	no	no	DET
ajlm-2085	148	4	correlation	correlation	NOUN
ajlm-2085	148	5	between	between	ADP
ajlm-2085	148	6	the	the	DET
ajlm-2085	148	7	reagent	reagent	ADJ
ajlm-2085	148	8	use	use	NOUN
ajlm-2085	148	9	efficiency	efficiency	NOUN
ajlm-2085	148	10	with	with	ADP
ajlm-2085	148	11	days	day	NOUN
ajlm-2085	148	12	lost	lose	VERB
ajlm-2085	148	13	,	,	PUNCT
ajlm-2085	148	14	call	call	NOUN
ajlm-2085	148	15	-	-	PUNCT
ajlm-2085	148	16	outs	out	NOUN
ajlm-2085	148	17	,	,	PUNCT
ajlm-2085	148	18	referrals	referral	NOUN
ajlm-2085	148	19	,	,	PUNCT
ajlm-2085	148	20	and	and	CCONJ
ajlm-2085	148	21	tat	tat	NOUN
ajlm-2085	148	22	performance	performance	NOUN
ajlm-2085	148	23	,	,	PUNCT
ajlm-2085	148	24	suggesting	suggest	VERB
ajlm-2085	148	25	that	that	SCONJ
ajlm-2085	148	26	although	although	SCONJ
ajlm-2085	148	27	reagent	reagent	ADJ
ajlm-2085	148	28	usage	usage	NOUN
ajlm-2085	148	29	and	and	CCONJ
ajlm-2085	148	30	instrument	instrument	NOUN
ajlm-2085	148	31	function	function	NOUN
ajlm-2085	148	32	are	be	AUX
ajlm-2085	148	33	both	both	PRON
ajlm-2085	148	34	aspects	aspect	NOUN
ajlm-2085	148	35	that	that	PRON
ajlm-2085	148	36	contribute	contribute	VERB
ajlm-2085	148	37	to	to	ADP
ajlm-2085	148	38	overall	overall	ADJ
ajlm-2085	148	39	laboratory	laboratory	NOUN
ajlm-2085	148	40	efficiency	efficiency	NOUN
ajlm-2085	148	41	,	,	PUNCT
ajlm-2085	148	42	these	these	PRON
ajlm-2085	148	43	are	be	AUX
ajlm-2085	148	44	separate	separate	ADJ
ajlm-2085	148	45	issues	issue	NOUN
ajlm-2085	148	46	that	that	PRON
ajlm-2085	148	47	need	need	VERB
ajlm-2085	148	48	to	to	PART
ajlm-2085	148	49	be	be	AUX
ajlm-2085	148	50	monitored	monitor	VERB
ajlm-2085	148	51	individually	individually	ADV
ajlm-2085	148	52	.	.	PUNCT
ajlm-2085	149	1	underlying	underlie	VERB
ajlm-2085	149	2	factors	factor	NOUN
ajlm-2085	149	3	contributing	contribute	VERB
ajlm-2085	149	4	to	to	ADP
ajlm-2085	149	5	reagent	reagent	ADJ
ajlm-2085	149	6	wastage	wastage	NOUN
ajlm-2085	149	7	should	should	AUX
ajlm-2085	149	8	be	be	AUX
ajlm-2085	149	9	investigated	investigate	VERB
ajlm-2085	149	10	to	to	PART
ajlm-2085	149	11	inform	inform	VERB
ajlm-2085	149	12	waste	waste	NOUN
ajlm-2085	149	13	awareness	awareness	NOUN
ajlm-2085	149	14	strategies	strategy	NOUN
ajlm-2085	149	15	and	and	CCONJ
ajlm-2085	149	16	standardised	standardised	ADJ
ajlm-2085	149	17	procedures	procedure	NOUN
ajlm-2085	149	18	to	to	PART
ajlm-2085	149	19	minimise	minimise	VERB
ajlm-2085	149	20	missed	miss	VERB
ajlm-2085	149	21	diagnostic	diagnostic	ADJ
ajlm-2085	149	22	opportunities	opportunity	NOUN
ajlm-2085	149	23	and	and	CCONJ
ajlm-2085	149	24	cost	cost	NOUN
ajlm-2085	149	25	implications	implication	NOUN
ajlm-2085	149	26	.	.	PUNCT
ajlm-2085	150	1	real	real	ADJ
ajlm-2085	150	2	-	-	PUNCT
ajlm-2085	150	3	time	time	NOUN
ajlm-2085	150	4	monitoring	monitoring	NOUN
ajlm-2085	150	5	of	of	ADP
ajlm-2085	150	6	reagent	reagent	ADJ
ajlm-2085	150	7	use	use	NOUN
ajlm-2085	150	8	through	through	ADP
ajlm-2085	150	9	instrument	instrument	NOUN
ajlm-2085	150	10	log	log	PROPN
ajlm-2085	150	11	data	data	NOUN
ajlm-2085	150	12	files	file	NOUN
ajlm-2085	150	13	can	can	AUX
ajlm-2085	150	14	save	save	VERB
ajlm-2085	150	15	costs	cost	NOUN
ajlm-2085	150	16	,	,	PUNCT
ajlm-2085	150	17	which	which	PRON
ajlm-2085	150	18	is	be	AUX
ajlm-2085	150	19	especially	especially	ADV
ajlm-2085	150	20	relevant	relevant	ADJ
ajlm-2085	150	21	in	in	ADP
ajlm-2085	150	22	an	an	DET
ajlm-2085	150	23	expenditure	expenditure	NOUN
ajlm-2085	150	24	-	-	PUNCT
ajlm-2085	150	25	constrained	constrain	VERB
ajlm-2085	150	26	setting	setting	NOUN
ajlm-2085	150	27	.	.	PUNCT
ajlm-2085	151	1	acknowledgements	acknowledgement	NOUN
ajlm-2085	151	2	the	the	DET
ajlm-2085	151	3	authors	author	NOUN
ajlm-2085	151	4	would	would	AUX
ajlm-2085	151	5	like	like	VERB
ajlm-2085	151	6	to	to	PART
ajlm-2085	151	7	thank	thank	VERB
ajlm-2085	151	8	beckman	beckman	PROPN
ajlm-2085	151	9	coulter	coulter	PROPN
ajlm-2085	151	10	for	for	ADP
ajlm-2085	151	11	providing	provide	VERB
ajlm-2085	151	12	expenditure	expenditure	NOUN
ajlm-2085	151	13	data	datum	NOUN
ajlm-2085	151	14	,	,	PUNCT
ajlm-2085	151	15	and	and	CCONJ
ajlm-2085	151	16	silence	silence	VERB
ajlm-2085	151	17	ndlovu	ndlovu	NOUN
ajlm-2085	151	18	of	of	ADP
ajlm-2085	151	19	the	the	DET
ajlm-2085	151	20	national	national	ADJ
ajlm-2085	151	21	priority	priority	NOUN
ajlm-2085	151	22	programme	programme	NOUN
ajlm-2085	151	23	of	of	ADP
ajlm-2085	151	24	the	the	DET
ajlm-2085	151	25	nhls	nhls	NOUN
ajlm-2085	151	26	for	for	ADP
ajlm-2085	151	27	extracting	extract	VERB
ajlm-2085	151	28	the	the	DET
ajlm-2085	151	29	laboratory	laboratory	NOUN
ajlm-2085	151	30	test	test	NOUN
ajlm-2085	151	31	volumes	volume	NOUN
ajlm-2085	151	32	.	.	PUNCT
ajlm-2085	152	1	competing	compete	VERB
ajlm-2085	152	2	interests	interest	NOUN
ajlm-2085	152	3	the	the	DET
ajlm-2085	152	4	authors	author	NOUN
ajlm-2085	152	5	declare	declare	VERB
ajlm-2085	152	6	that	that	SCONJ
ajlm-2085	152	7	they	they	PRON
ajlm-2085	152	8	have	have	VERB
ajlm-2085	152	9	no	no	DET
ajlm-2085	152	10	financial	financial	ADJ
ajlm-2085	152	11	or	or	CCONJ
ajlm-2085	152	12	personal	personal	ADJ
ajlm-2085	152	13	relationships	relationship	NOUN
ajlm-2085	152	14	that	that	PRON
ajlm-2085	152	15	may	may	AUX
ajlm-2085	152	16	have	have	AUX
ajlm-2085	152	17	inappropriately	inappropriately	ADV
ajlm-2085	152	18	influenced	influence	VERB
ajlm-2085	152	19	them	they	PRON
ajlm-2085	152	20	in	in	ADP
ajlm-2085	152	21	writing	write	VERB
ajlm-2085	152	22	this	this	DET
ajlm-2085	152	23	article	article	NOUN
ajlm-2085	152	24	.	.	PUNCT
ajlm-2085	153	1	authors	author	NOUN
ajlm-2085	153	2	’	'	PUNCT
ajlm-2085	153	3	contributions	contribution	NOUN
ajlm-2085	153	4	n.c	n.c	PROPN
ajlm-2085	153	5	.	.	PROPN
ajlm-2085	153	6	and	and	CCONJ
ajlm-2085	153	7	l.-m.c	l.-m.c	PROPN
ajlm-2085	153	8	.	.	PROPN
ajlm-2085	153	9	developed	develop	VERB
ajlm-2085	153	10	and	and	CCONJ
ajlm-2085	153	11	executed	execute	VERB
ajlm-2085	153	12	the	the	DET
ajlm-2085	153	13	research	research	NOUN
ajlm-2085	153	14	,	,	PUNCT
ajlm-2085	153	15	conducted	conduct	VERB
ajlm-2085	153	16	the	the	DET
ajlm-2085	153	17	data	datum	NOUN
ajlm-2085	153	18	analysis	analysis	NOUN
ajlm-2085	153	19	,	,	PUNCT
ajlm-2085	153	20	prepared	prepare	VERB
ajlm-2085	153	21	the	the	DET
ajlm-2085	153	22	first	first	ADJ
ajlm-2085	153	23	draft	draft	NOUN
ajlm-2085	153	24	and	and	CCONJ
ajlm-2085	153	25	provided	provide	VERB
ajlm-2085	153	26	editorial	editorial	ADJ
ajlm-2085	153	27	input	input	NOUN
ajlm-2085	153	28	.	.	PUNCT
ajlm-2085	154	1	d.k.g	d.k.g	INTJ
ajlm-2085	154	2	.	.	PROPN
ajlm-2085	155	1	gave	give	VERB
ajlm-2085	155	2	editorial	editorial	ADJ
ajlm-2085	155	3	input	input	NOUN
ajlm-2085	155	4	and	and	CCONJ
ajlm-2085	155	5	was	be	AUX
ajlm-2085	155	6	the	the	DET
ajlm-2085	155	7	project	project	NOUN
ajlm-2085	155	8	leader	leader	NOUN
ajlm-2085	155	9	.	.	PUNCT
ajlm-2085	156	1	sources	source	NOUN
ajlm-2085	156	2	of	of	ADP
ajlm-2085	156	3	support	support	NOUN
ajlm-2085	156	4	the	the	DET
ajlm-2085	156	5	authors	author	NOUN
ajlm-2085	156	6	received	receive	VERB
ajlm-2085	156	7	no	no	DET
ajlm-2085	156	8	financial	financial	ADJ
ajlm-2085	156	9	support	support	NOUN
ajlm-2085	156	10	for	for	ADP
ajlm-2085	156	11	the	the	DET
ajlm-2085	156	12	research	research	NOUN
ajlm-2085	156	13	,	,	PUNCT
ajlm-2085	156	14	authorship	authorship	NOUN
ajlm-2085	156	15	,	,	PUNCT
ajlm-2085	156	16	or	or	CCONJ
ajlm-2085	156	17	publication	publication	NOUN
ajlm-2085	156	18	of	of	ADP
ajlm-2085	156	19	this	this	DET
ajlm-2085	156	20	article	article	NOUN
ajlm-2085	156	21	.	.	PUNCT
ajlm-2085	157	1	data	datum	NOUN
ajlm-2085	157	2	availability	availability	NOUN
ajlm-2085	157	3	the	the	DET
ajlm-2085	157	4	authors	author	NOUN
ajlm-2085	157	5	do	do	AUX
ajlm-2085	157	6	not	not	PART
ajlm-2085	157	7	have	have	VERB
ajlm-2085	157	8	permission	permission	NOUN
ajlm-2085	157	9	to	to	PART
ajlm-2085	157	10	share	share	VERB
ajlm-2085	157	11	the	the	DET
ajlm-2085	157	12	laboratory	laboratory	NOUN
ajlm-2085	157	13	data	datum	NOUN
ajlm-2085	157	14	.	.	PUNCT
ajlm-2085	158	1	disclaimer	disclaimer	VERB
ajlm-2085	158	2	the	the	DET
ajlm-2085	158	3	views	view	NOUN
ajlm-2085	158	4	expressed	express	VERB
ajlm-2085	158	5	in	in	ADP
ajlm-2085	158	6	this	this	DET
ajlm-2085	158	7	manuscript	manuscript	NOUN
ajlm-2085	158	8	are	be	AUX
ajlm-2085	158	9	those	those	PRON
ajlm-2085	158	10	of	of	ADP
ajlm-2085	158	11	the	the	DET
ajlm-2085	158	12	authors	author	NOUN
ajlm-2085	158	13	and	and	CCONJ
ajlm-2085	158	14	not	not	PART
ajlm-2085	158	15	those	those	PRON
ajlm-2085	158	16	of	of	ADP
ajlm-2085	158	17	the	the	DET
ajlm-2085	158	18	university	university	NOUN
ajlm-2085	158	19	of	of	ADP
ajlm-2085	158	20	the	the	DET
ajlm-2085	158	21	witwatersrand	witwatersrand	NOUN
ajlm-2085	158	22	or	or	CCONJ
ajlm-2085	158	23	the	the	DET
ajlm-2085	158	24	nhls	nhls	NOUN
ajlm-2085	158	25	.	.	PUNCT
ajlm-2085	159	1	references	reference	NOUN
ajlm-2085	159	2	national	national	PROPN
ajlm-2085	159	3	health	health	PROPN
ajlm-2085	159	4	laboratory	laboratory	PROPN
ajlm-2085	159	5	service	service	NOUN
ajlm-2085	159	6	(	(	PUNCT
ajlm-2085	159	7	nhls	nhls	PROPN
ajlm-2085	159	8	)	)	PUNCT
ajlm-2085	159	9	.	.	PUNCT
ajlm-2085	160	1	annual	annual	ADJ
ajlm-2085	160	2	report	report	NOUN
ajlm-2085	160	3	2018/19	2018/19	NUM
ajlm-2085	160	4	johannesburg	johannesburg	PROPN
ajlm-2085	160	5	,	,	PUNCT
ajlm-2085	160	6	south	south	PROPN
ajlm-2085	160	7	africa	africa	PROPN
ajlm-2085	161	1	[	[	X
ajlm-2085	161	2	homepage	homepage	NOUN
ajlm-2085	161	3	on	on	ADP
ajlm-2085	161	4	the	the	DET
ajlm-2085	161	5	internet	internet	NOUN
ajlm-2085	161	6	]	]	PUNCT
ajlm-2085	161	7	:	:	PUNCT
ajlm-2085	161	8	national	national	PROPN
ajlm-2085	161	9	health	health	PROPN
ajlm-2085	161	10	laboratory	laboratory	PROPN
ajlm-2085	161	11	service	service	NOUN
ajlm-2085	161	12	(	(	PUNCT
ajlm-2085	161	13	nhls	nhls	PROPN
ajlm-2085	161	14	)	)	PUNCT
ajlm-2085	161	15	.	.	PUNCT
ajlm-2085	162	1	2019	2019	NUM
ajlm-2085	163	1	[	[	X
ajlm-2085	163	2	cited	cite	VERB
ajlm-2085	163	3	2020	2020	NUM
ajlm-2085	163	4	feb	feb	NOUN
ajlm-2085	163	5	19	19	NUM
ajlm-2085	163	6	]	]	PUNCT
ajlm-2085	163	7	.	.	PUNCT
ajlm-2085	164	1	available	available	ADJ
ajlm-2085	164	2	from	from	ADP
ajlm-2085	164	3	:	:	PUNCT
ajlm-2085	164	4	https://www.nhls.ac.za/key-documents/annual-reports/	https://www.nhls.ac.za/key-documents/annual-reports/	PROPN
ajlm-2085	164	5	national	national	PROPN
ajlm-2085	164	6	department	department	PROPN
ajlm-2085	164	7	of	of	ADP
ajlm-2085	164	8	health	health	PROPN
ajlm-2085	164	9	(	(	PUNCT
ajlm-2085	164	10	ndoh	ndoh	NOUN
ajlm-2085	164	11	)	)	PUNCT
ajlm-2085	164	12	.	.	PUNCT
ajlm-2085	165	1	art	art	NOUN
ajlm-2085	165	2	clinical	clinical	ADJ
ajlm-2085	165	3	guidelines	guideline	NOUN
ajlm-2085	165	4	for	for	ADP
ajlm-2085	165	5	the	the	DET
ajlm-2085	165	6	management	management	NOUN
ajlm-2085	165	7	of	of	ADP
ajlm-2085	165	8	hiv	hiv	PROPN
ajlm-2085	165	9	in	in	ADP
ajlm-2085	165	10	adults	adult	NOUN
ajlm-2085	165	11	,	,	PUNCT
ajlm-2085	165	12	pregnancy	pregnancy	NOUN
ajlm-2085	165	13	,	,	PUNCT
ajlm-2085	165	14	adolescents	adolescent	NOUN
ajlm-2085	165	15	,	,	PUNCT
ajlm-2085	165	16	children	child	NOUN
ajlm-2085	165	17	,	,	PUNCT
ajlm-2085	165	18	infants	infant	NOUN
ajlm-2085	165	19	and	and	CCONJ
ajlm-2085	165	20	neonates	neonate	VERB
ajlm-2085	165	21	pretoria	pretoria	PROPN
ajlm-2085	165	22	,	,	PUNCT
ajlm-2085	165	23	south	south	PROPN
ajlm-2085	165	24	africa	africa	PROPN
ajlm-2085	166	1	[	[	X
ajlm-2085	166	2	homepage	homepage	NOUN
ajlm-2085	166	3	on	on	ADP
ajlm-2085	166	4	the	the	DET
ajlm-2085	166	5	internet	internet	NOUN
ajlm-2085	166	6	]	]	PUNCT
ajlm-2085	166	7	:	:	PUNCT
ajlm-2085	166	8	national	national	PROPN
ajlm-2085	166	9	department	department	PROPN
ajlm-2085	166	10	of	of	ADP
ajlm-2085	166	11	health	health	PROPN
ajlm-2085	166	12	(	(	PUNCT
ajlm-2085	166	13	ndoh	ndoh	PROPN
ajlm-2085	166	14	)	)	PUNCT
ajlm-2085	166	15	.	.	PUNCT
ajlm-2085	167	1	2019	2019	NUM
ajlm-2085	168	1	[	[	X
ajlm-2085	168	2	cited	cite	VERB
ajlm-2085	168	3	2020	2020	NUM
ajlm-2085	168	4	jan	jan	PROPN
ajlm-2085	168	5	18	18	NUM
ajlm-2085	168	6	]	]	PUNCT
ajlm-2085	168	7	.	.	PUNCT
ajlm-2085	169	1	available	available	ADJ
ajlm-2085	169	2	from	from	ADP
ajlm-2085	169	3	:	:	PUNCT
ajlm-2085	169	4	https://www.knowledgehub.org.za/system/files/elibdownloads/2020-05/2019%20art%20guideline%2028042020%20pdf.pdf	https://www.knowledgehub.org.za/system/files/elibdownloads/2020-05/2019%20art%20guideline%2028042020%20pdf.pdf	PROPN
ajlm-2085	169	5	world	world	PROPN
ajlm-2085	169	6	health	health	NOUN
ajlm-2085	169	7	organization	organization	NOUN
ajlm-2085	169	8	(	(	PUNCT
ajlm-2085	169	9	who	who	PRON
ajlm-2085	169	10	)	)	PUNCT
ajlm-2085	169	11	.	.	PUNCT
ajlm-2085	170	1	consolidated	consolidated	PROPN
ajlm-2085	170	2	hiv	hiv	PROPN
ajlm-2085	170	3	guidelines	guideline	NOUN
ajlm-2085	170	4	for	for	ADP
ajlm-2085	170	5	prevention	prevention	NOUN
ajlm-2085	170	6	,	,	PUNCT
ajlm-2085	170	7	treatment	treatment	NOUN
ajlm-2085	170	8	,	,	PUNCT
ajlm-2085	170	9	service	service	NOUN
ajlm-2085	170	10	delivery	delivery	NOUN
ajlm-2085	170	11	&	&	CCONJ
ajlm-2085	170	12	monitoring	monitoring	NOUN
ajlm-2085	170	13	:	:	PUNCT
ajlm-2085	170	14	recommendations	recommendation	NOUN
ajlm-2085	170	15	for	for	ADP
ajlm-2085	170	16	a	a	DET
ajlm-2085	170	17	public	public	ADJ
ajlm-2085	170	18	health	health	NOUN
ajlm-2085	170	19	approach	approach	NOUN
ajlm-2085	170	20	[	[	X
ajlm-2085	170	21	homepage	homepage	NOUN
ajlm-2085	170	22	on	on	ADP
ajlm-2085	170	23	the	the	DET
ajlm-2085	170	24	internet	internet	NOUN
ajlm-2085	170	25	]	]	PUNCT
ajlm-2085	170	26	.	.	PUNCT
ajlm-2085	171	1	2021	2021	NUM
ajlm-2085	172	1	[	[	X
ajlm-2085	172	2	cited	cite	VERB
ajlm-2085	172	3	2022	2022	NUM
ajlm-2085	172	4	aug	aug	PROPN
ajlm-2085	172	5	17	17	NUM
ajlm-2085	172	6	]	]	PUNCT
ajlm-2085	172	7	.	.	PUNCT
ajlm-2085	173	1	available	available	ADJ
ajlm-2085	173	2	from	from	ADP
ajlm-2085	173	3	:	:	PUNCT
ajlm-2085	173	4	https://apps.who.int/iris/rest/bitstreams/1357089/retrieve	https://apps.who.int/iris/rest/bitstreams/1357089/retrieve	SCONJ
ajlm-2085	173	5	glencross	glencross	ADJ
ajlm-2085	173	6	dk	dk	PROPN
ajlm-2085	173	7	,	,	PUNCT
ajlm-2085	173	8	coetzee	coetzee	PROPN
ajlm-2085	173	9	lm	lm	PROPN
ajlm-2085	173	10	,	,	PUNCT
ajlm-2085	173	11	cassim	cassim	PROPN
ajlm-2085	173	12	n.	n.	PROPN
ajlm-2085	173	13	an	an	DET
ajlm-2085	173	14	integrated	integrate	VERB
ajlm-2085	173	15	tiered	tiere	VERB
ajlm-2085	173	16	service	service	NOUN
ajlm-2085	173	17	delivery	delivery	NOUN
ajlm-2085	173	18	model	model	NOUN
ajlm-2085	173	19	(	(	PUNCT
ajlm-2085	173	20	itsdm	itsdm	PROPN
ajlm-2085	173	21	)	)	PUNCT
ajlm-2085	173	22	based	base	VERB
ajlm-2085	173	23	on	on	ADP
ajlm-2085	173	24	local	local	ADJ
ajlm-2085	173	25	cd4	cd4	PROPN
ajlm-2085	173	26	testing	testing	NOUN
ajlm-2085	173	27	demands	demand	NOUN
ajlm-2085	173	28	can	can	AUX
ajlm-2085	173	29	improve	improve	VERB
ajlm-2085	173	30	turn	turn	NOUN
ajlm-2085	173	31	-	-	PUNCT
ajlm-2085	173	32	around	around	ADP
ajlm-2085	173	33	times	time	NOUN
ajlm-2085	173	34	and	and	CCONJ
ajlm-2085	173	35	save	save	VERB
ajlm-2085	173	36	costs	cost	NOUN
ajlm-2085	173	37	whilst	whilst	SCONJ
ajlm-2085	173	38	ensuring	ensure	VERB
ajlm-2085	173	39	accessible	accessible	ADJ
ajlm-2085	173	40	and	and	CCONJ
ajlm-2085	173	41	scalable	scalable	ADJ
ajlm-2085	173	42	cd4	cd4	PROPN
ajlm-2085	173	43	services	service	NOUN
ajlm-2085	173	44	across	across	ADP
ajlm-2085	173	45	a	a	DET
ajlm-2085	173	46	national	national	ADJ
ajlm-2085	173	47	programme	programme	NOUN
ajlm-2085	173	48	.	.	PUNCT
ajlm-2085	174	1	plos	plos	PROPN
ajlm-2085	174	2	one	one	NUM
ajlm-2085	174	3	.	.	PUNCT
ajlm-2085	175	1	2014;9(12):e114727	2014;9(12):e114727	NOUN
ajlm-2085	175	2	.	.	PUNCT
ajlm-2085	176	1	https://doi.org/10.1371/journal.pone.0114727	https://doi.org/10.1371/journal.pone.0114727	PROPN
ajlm-2085	176	2	cassim	cassim	PROPN
ajlm-2085	176	3	n	n	CCONJ
ajlm-2085	176	4	,	,	PUNCT
ajlm-2085	176	5	coetzee	coetzee	PROPN
ajlm-2085	176	6	lm	lm	PROPN
ajlm-2085	176	7	,	,	PUNCT
ajlm-2085	176	8	schnippel	schnippel	PROPN
ajlm-2085	176	9	k	k	PROPN
ajlm-2085	176	10	,	,	PUNCT
ajlm-2085	176	11	glencross	glencross	ADJ
ajlm-2085	176	12	dk	dk	PROPN
ajlm-2085	176	13	.	.	PUNCT
ajlm-2085	176	14	estimating	estimate	VERB
ajlm-2085	176	15	implementation	implementation	NOUN
ajlm-2085	176	16	and	and	CCONJ
ajlm-2085	176	17	operational	operational	ADJ
ajlm-2085	176	18	costs	cost	NOUN
ajlm-2085	176	19	of	of	ADP
ajlm-2085	176	20	an	an	DET
ajlm-2085	176	21	integrated	integrate	VERB
ajlm-2085	176	22	tiered	tiere	VERB
ajlm-2085	176	23	cd4	cd4	PROPN
ajlm-2085	176	24	service	service	NOUN
ajlm-2085	176	25	including	include	VERB
ajlm-2085	176	26	laboratory	laboratory	NOUN
ajlm-2085	176	27	and	and	CCONJ
ajlm-2085	176	28	point	point	NOUN
ajlm-2085	176	29	of	of	ADP
ajlm-2085	176	30	care	care	NOUN
ajlm-2085	176	31	testing	testing	NOUN
ajlm-2085	176	32	in	in	ADP
ajlm-2085	176	33	a	a	DET
ajlm-2085	176	34	remote	remote	ADJ
ajlm-2085	176	35	health	health	NOUN
ajlm-2085	176	36	district	district	NOUN
ajlm-2085	176	37	in	in	ADP
ajlm-2085	176	38	south	south	PROPN
ajlm-2085	176	39	africa	africa	PROPN
ajlm-2085	176	40	.	.	PUNCT
ajlm-2085	177	1	plos	plos	PROPN
ajlm-2085	177	2	one	one	NUM
ajlm-2085	177	3	.	.	PUNCT
ajlm-2085	178	1	2014;9(12):e115420	2014;9(12):e115420	NUM
ajlm-2085	178	2	.	.	PUNCT
ajlm-2085	179	1	https://doi.org/10.1371/journal.pone.0115420	https://doi.org/10.1371/journal.pone.0115420	NOUN
ajlm-2085	179	2	coetzee	coetzee	PROPN
ajlm-2085	179	3	lm	lm	PROPN
ajlm-2085	179	4	,	,	PUNCT
ajlm-2085	179	5	cassim	cassim	NOUN
ajlm-2085	179	6	n	n	CCONJ
ajlm-2085	179	7	,	,	PUNCT
ajlm-2085	179	8	glencross	glencross	ADJ
ajlm-2085	179	9	dk	dk	PROPN
ajlm-2085	179	10	.	.	PROPN
ajlm-2085	179	11	implementation	implementation	NOUN
ajlm-2085	179	12	of	of	ADP
ajlm-2085	179	13	a	a	DET
ajlm-2085	179	14	new	new	ADJ
ajlm-2085	179	15	‘	'	PUNCT
ajlm-2085	179	16	community	community	NOUN
ajlm-2085	179	17	’	'	PUNCT
ajlm-2085	179	18	laboratory	laboratory	NOUN
ajlm-2085	179	19	cd4	cd4	PROPN
ajlm-2085	179	20	service	service	NOUN
ajlm-2085	179	21	in	in	ADP
ajlm-2085	179	22	a	a	DET
ajlm-2085	179	23	rural	rural	ADJ
ajlm-2085	179	24	health	health	NOUN
ajlm-2085	179	25	district	district	NOUN
ajlm-2085	179	26	in	in	ADP
ajlm-2085	179	27	south	south	PROPN
ajlm-2085	179	28	africa	africa	PROPN
ajlm-2085	179	29	extends	extend	VERB
ajlm-2085	179	30	laboratory	laboratory	NOUN
ajlm-2085	179	31	services	service	NOUN
ajlm-2085	179	32	and	and	CCONJ
ajlm-2085	179	33	substantially	substantially	ADV
ajlm-2085	179	34	improves	improve	VERB
ajlm-2085	179	35	local	local	ADJ
ajlm-2085	179	36	reporting	reporting	NOUN
ajlm-2085	179	37	turn	turn	NOUN
ajlm-2085	179	38	-	-	PUNCT
ajlm-2085	179	39	around	around	ADP
ajlm-2085	179	40	time	time	NOUN
ajlm-2085	179	41	.	.	PUNCT
ajlm-2085	180	1	s	s	PROPN
ajlm-2085	180	2	afr	afr	PROPN
ajlm-2085	180	3	med	med	PROPN
ajlm-2085	180	4	j.	j.	PROPN
ajlm-2085	180	5	2015;106(1):82–87	2015;106(1):82–87	PROPN
ajlm-2085	180	6	.	.	PUNCT
ajlm-2085	181	1	https://doi.org/10.7196/samj.2016.v106i1.10081	https://doi.org/10.7196/samj.2016.v106i1.10081	PROPN
ajlm-2085	181	2	coetzee	coetzee	PROPN
ajlm-2085	181	3	lm	lm	PROPN
ajlm-2085	181	4	,	,	PUNCT
ajlm-2085	181	5	cassim	cassim	NOUN
ajlm-2085	181	6	n	n	CCONJ
ajlm-2085	181	7	,	,	PUNCT
ajlm-2085	181	8	glencross	glencross	ADJ
ajlm-2085	181	9	dk	dk	X
ajlm-2085	181	10	.	.	PUNCT
ajlm-2085	181	11	newly	newly	ADV
ajlm-2085	181	12	implemented	implement	VERB
ajlm-2085	181	13	community	community	NOUN
ajlm-2085	181	14	cd4	cd4	PROPN
ajlm-2085	181	15	service	service	NOUN
ajlm-2085	181	16	in	in	ADP
ajlm-2085	181	17	tshwaragano	tshwaragano	PROPN
ajlm-2085	181	18	,	,	PUNCT
ajlm-2085	181	19	northern	northern	ADJ
ajlm-2085	181	20	cape	cape	PROPN
ajlm-2085	181	21	province	province	NOUN
ajlm-2085	181	22	,	,	PUNCT
ajlm-2085	181	23	south	south	PROPN
ajlm-2085	181	24	africa	africa	PROPN
ajlm-2085	181	25	,	,	PUNCT
ajlm-2085	181	26	positively	positively	ADV
ajlm-2085	181	27	impacts	impact	VERB
ajlm-2085	181	28	result	result	VERB
ajlm-2085	181	29	turn	turn	NOUN
ajlm-2085	181	30	-	-	PUNCT
ajlm-2085	181	31	around	around	ADP
ajlm-2085	181	32	time	time	NOUN
ajlm-2085	181	33	.	.	PUNCT
ajlm-2085	182	1	afr	afr	PROPN
ajlm-2085	182	2	j	j	PROPN
ajlm-2085	182	3	lab	lab	PROPN
ajlm-2085	182	4	med	me	VERB
ajlm-2085	182	5	.	.	PUNCT
ajlm-2085	183	1	2022;11(1):1376	2022;11(1):1376	NUM
ajlm-2085	183	2	.	.	PUNCT
ajlm-2085	184	1	https://doi.org/10.4102/ajlm.v11i1.1376	https://doi.org/10.4102/ajlm.v11i1.1376	X
ajlm-2085	184	2	cassim	cassim	PROPN
ajlm-2085	184	3	n	n	PROPN
ajlm-2085	184	4	,	,	PUNCT
ajlm-2085	184	5	coetzee	coetzee	PROPN
ajlm-2085	184	6	lm	lm	PROPN
ajlm-2085	184	7	,	,	PUNCT
ajlm-2085	184	8	tepper	tepper	PROPN
ajlm-2085	184	9	mee	mee	PROPN
ajlm-2085	184	10	,	,	PUNCT
ajlm-2085	184	11	perelson	perelson	PROPN
ajlm-2085	184	12	l	l	NOUN
ajlm-2085	184	13	,	,	PUNCT
ajlm-2085	184	14	glencross	glencross	ADJ
ajlm-2085	184	15	dk	dk	PROPN
ajlm-2085	184	16	.	.	PROPN
ajlm-2085	184	17	timely	timely	ADJ
ajlm-2085	184	18	delivery	delivery	NOUN
ajlm-2085	184	19	of	of	ADP
ajlm-2085	184	20	laboratory	laboratory	NOUN
ajlm-2085	184	21	efficiency	efficiency	NOUN
ajlm-2085	184	22	information	information	NOUN
ajlm-2085	184	23	,	,	PUNCT
ajlm-2085	184	24	part	part	PROPN
ajlm-2085	184	25	ii	ii	PROPN
ajlm-2085	184	26	:	:	PUNCT
ajlm-2085	184	27	assessing	assess	VERB
ajlm-2085	184	28	the	the	DET
ajlm-2085	184	29	impact	impact	NOUN
ajlm-2085	184	30	of	of	ADP
ajlm-2085	184	31	a	a	DET
ajlm-2085	184	32	turn	turn	NOUN
ajlm-2085	184	33	-	-	PUNCT
ajlm-2085	184	34	around	around	ADP
ajlm-2085	184	35	time	time	NOUN
ajlm-2085	184	36	dashboard	dashboard	NOUN
ajlm-2085	184	37	at	at	ADP
ajlm-2085	184	38	a	a	DET
ajlm-2085	184	39	high	high	ADJ
ajlm-2085	184	40	-	-	PUNCT
ajlm-2085	184	41	volume	volume	NOUN
ajlm-2085	184	42	laboratory	laboratory	NOUN
ajlm-2085	184	43	.	.	PUNCT
ajlm-2085	185	1	afr	afr	PROPN
ajlm-2085	185	2	j	j	PROPN
ajlm-2085	185	3	lab	lab	PROPN
ajlm-2085	185	4	med	me	VERB
ajlm-2085	185	5	.	.	PUNCT
ajlm-2085	186	1	2020;9(2):948	2020;9(2):948	X
ajlm-2085	186	2	.	.	PUNCT
ajlm-2085	186	3	https://doi.org/10.4102/ajlm.v9i2.948	https://doi.org/10.4102/ajlm.v9i2.948	PROPN
ajlm-2085	186	4	cassim	cassim	PROPN
ajlm-2085	186	5	n	n	CCONJ
ajlm-2085	186	6	,	,	PUNCT
ajlm-2085	186	7	tepper	tepper	PROPN
ajlm-2085	186	8	me	i	PRON
ajlm-2085	186	9	,	,	PUNCT
ajlm-2085	186	10	coetzee	coetzee	PROPN
ajlm-2085	186	11	lm	lm	PROPN
ajlm-2085	186	12	,	,	PUNCT
ajlm-2085	186	13	glencross	glencross	ADJ
ajlm-2085	186	14	dk	dk	PROPN
ajlm-2085	186	15	.	.	PROPN
ajlm-2085	187	1	timely	timely	ADJ
ajlm-2085	187	2	delivery	delivery	NOUN
ajlm-2085	187	3	of	of	ADP
ajlm-2085	187	4	laboratory	laboratory	NOUN
ajlm-2085	187	5	efficiency	efficiency	NOUN
ajlm-2085	187	6	information	information	NOUN
ajlm-2085	187	7	,	,	PUNCT
ajlm-2085	187	8	part	part	NOUN
ajlm-2085	187	9	i	i	PRON
ajlm-2085	187	10	:	:	PUNCT
ajlm-2085	187	11	developing	develop	VERB
ajlm-2085	187	12	an	an	DET
ajlm-2085	187	13	interactive	interactive	ADJ
ajlm-2085	187	14	turn	turn	NOUN
ajlm-2085	187	15	-	-	PUNCT
ajlm-2085	187	16	around	around	ADP
ajlm-2085	187	17	time	time	NOUN
ajlm-2085	187	18	dashboard	dashboard	NOUN
ajlm-2085	187	19	at	at	ADP
ajlm-2085	187	20	a	a	DET
ajlm-2085	187	21	high	high	ADJ
ajlm-2085	187	22	-	-	PUNCT
ajlm-2085	187	23	volume	volume	NOUN
ajlm-2085	187	24	laboratory	laboratory	NOUN
ajlm-2085	187	25	.	.	PUNCT
ajlm-2085	188	1	afr	afr	PROPN
ajlm-2085	188	2	j	j	PROPN
ajlm-2085	188	3	lab	lab	PROPN
ajlm-2085	188	4	med	med	PROPN
ajlm-2085	188	5	.	.	PUNCT
ajlm-2085	189	1	2020;9(2):947	2020;9(2):947	X
ajlm-2085	189	2	.	.	PUNCT
ajlm-2085	190	1	https://doi.org/10.4102/ajlm.v9i2.947	https://doi.org/10.4102/ajlm.v9i2.947	PROPN
ajlm-2085	190	2	coetzee	coetzee	PROPN
ajlm-2085	190	3	l	l	PROPN
ajlm-2085	190	4	-	-	PROPN
ajlm-2085	190	5	m	m	PROPN
ajlm-2085	190	6	,	,	PUNCT
ajlm-2085	190	7	cassim	cassim	NOUN
ajlm-2085	190	8	n	n	CCONJ
ajlm-2085	190	9	,	,	PUNCT
ajlm-2085	190	10	glencross	glencross	ADJ
ajlm-2085	190	11	dk	dk	PROPN
ajlm-2085	190	12	.	.	PROPN
ajlm-2085	190	13	weekly	weekly	ADJ
ajlm-2085	190	14	laboratory	laboratory	NOUN
ajlm-2085	190	15	turn	turn	NOUN
ajlm-2085	190	16	-	-	PUNCT
ajlm-2085	190	17	around	around	ADP
ajlm-2085	190	18	time	time	NOUN
ajlm-2085	190	19	identifies	identify	VERB
ajlm-2085	190	20	poor	poor	ADJ
ajlm-2085	190	21	performance	performance	NOUN
ajlm-2085	190	22	masked	mask	VERB
ajlm-2085	190	23	by	by	ADP
ajlm-2085	190	24	aggregated	aggregated	ADJ
ajlm-2085	190	25	reporting	reporting	NOUN
ajlm-2085	190	26	.	.	PUNCT
ajlm-2085	191	1	2020;9(1):a1102	2020;9(1):a1102	NOUN
ajlm-2085	191	2	.	.	PUNCT
ajlm-2085	192	1	https://doi.org/10.4102/ajlm.v9i1.1102	https://doi.org/10.4102/ajlm.v9i1.1102	PRON
ajlm-2085	192	2	inal	inal	ADJ
ajlm-2085	192	3	tc	tc	NOUN
ajlm-2085	192	4	,	,	PUNCT
ajlm-2085	192	5	goruroglu	goruroglu	NOUN
ajlm-2085	192	6	ozturk	ozturk	PROPN
ajlm-2085	192	7	o	o	NOUN
ajlm-2085	192	8	,	,	PUNCT
ajlm-2085	192	9	kibar	kibar	PROPN
ajlm-2085	192	10	f	f	PROPN
ajlm-2085	192	11	,	,	PUNCT
ajlm-2085	192	12	cetiner	cetiner	NOUN
ajlm-2085	192	13	s	s	PROPN
ajlm-2085	192	14	,	,	PUNCT
ajlm-2085	192	15	matyar	matyar	NOUN
ajlm-2085	192	16	s	s	PART
ajlm-2085	192	17	,	,	PUNCT
ajlm-2085	192	18	daglioglu	daglioglu	PROPN
ajlm-2085	192	19	g	g	PROPN
ajlm-2085	192	20	,	,	PUNCT
ajlm-2085	192	21	et	et	PROPN
ajlm-2085	192	22	al	al	PROPN
ajlm-2085	192	23	.	.	PUNCT
ajlm-2085	192	24	lean	lean	ADJ
ajlm-2085	192	25	six	six	NUM
ajlm-2085	192	26	sigma	sigma	NOUN
ajlm-2085	192	27	methodologies	methodology	NOUN
ajlm-2085	192	28	improve	improve	VERB
ajlm-2085	192	29	clinical	clinical	ADJ
ajlm-2085	192	30	laboratory	laboratory	NOUN
ajlm-2085	192	31	efficiency	efficiency	NOUN
ajlm-2085	192	32	and	and	CCONJ
ajlm-2085	192	33	reduce	reduce	VERB
ajlm-2085	192	34	turn	turn	NOUN
ajlm-2085	192	35	-	-	PUNCT
ajlm-2085	192	36	around	around	ADP
ajlm-2085	192	37	times	time	NOUN
ajlm-2085	192	38	.	.	PUNCT
ajlm-2085	193	1	j	j	PROPN
ajlm-2085	193	2	clin	clin	PROPN
ajlm-2085	193	3	lab	lab	PROPN
ajlm-2085	193	4	anal	anal	PROPN
ajlm-2085	193	5	.	.	PUNCT
ajlm-2085	194	1	2018;32(1):e22180	2018;32(1):e22180	X
ajlm-2085	194	2	.	.	PUNCT
ajlm-2085	195	1	https://doi.org/10.1002/jcla.22180	https://doi.org/10.1002/jcla.22180	PROPN
ajlm-2085	195	2	montgomery	montgomery	PROPN
ajlm-2085	195	3	dc	dc	PROPN
ajlm-2085	195	4	,	,	PUNCT
ajlm-2085	195	5	woodall	woodall	PROPN
ajlm-2085	195	6	wh	wh	PROPN
ajlm-2085	195	7	.	.	PUNCT
ajlm-2085	196	1	an	an	DET
ajlm-2085	196	2	overview	overview	NOUN
ajlm-2085	196	3	of	of	ADP
ajlm-2085	196	4	six	six	NUM
ajlm-2085	196	5	sigma	sigma	NOUN
ajlm-2085	196	6	.	.	PUNCT
ajlm-2085	197	1	int	int	PROPN
ajlm-2085	197	2	stat	stat	PROPN
ajlm-2085	197	3	rev	rev	PROPN
ajlm-2085	197	4	.	.	PROPN
ajlm-2085	197	5	2008;76(3):329–346	2008;76(3):329–346	NUM
ajlm-2085	197	6	.	.	PUNCT
ajlm-2085	198	1	https://doi.org/10.1111/j.1751-5823.2008.00061.x	https://doi.org/10.1111/j.1751-5823.2008.00061.x	PROPN
ajlm-2085	198	2	hayes	hayes	PROPN
ajlm-2085	198	3	kj	kj	PROPN
ajlm-2085	198	4	,	,	PUNCT
ajlm-2085	198	5	reed	reed	NOUN
ajlm-2085	198	6	n	n	PROPN
ajlm-2085	198	7	,	,	PUNCT
ajlm-2085	198	8	fitzgerald	fitzgerald	PROPN
ajlm-2085	198	9	a	a	X
ajlm-2085	198	10	,	,	PUNCT
ajlm-2085	198	11	watt	watt	NOUN
ajlm-2085	198	12	v.	v.	ADP
ajlm-2085	198	13	applying	apply	VERB
ajlm-2085	198	14	lean	lean	ADJ
ajlm-2085	198	15	flows	flow	NOUN
ajlm-2085	198	16	in	in	ADP
ajlm-2085	198	17	pathology	pathology	NOUN
ajlm-2085	198	18	laboratory	laboratory	NOUN
ajlm-2085	198	19	remodelling	remodelling	NOUN
ajlm-2085	198	20	.	.	PUNCT
ajlm-2085	199	1	j	j	PROPN
ajlm-2085	199	2	health	health	PROPN
ajlm-2085	199	3	organ	organ	NOUN
ajlm-2085	199	4	manag	manag	NOUN
ajlm-2085	199	5	.	.	PUNCT
ajlm-2085	200	1	2014;28(2):229–246	2014;28(2):229–246	NUM
ajlm-2085	200	2	.	.	PUNCT
ajlm-2085	201	1	https://doi.org/10.1108/jhom-03-2013-0064	https://doi.org/10.1108/jhom-03-2013-0064	NOUN
ajlm-2085	201	2	black	black	PROPN
ajlm-2085	201	3	jr	jr	PROPN
ajlm-2085	201	4	.	.	PUNCT
ajlm-2085	202	1	lean	lean	ADJ
ajlm-2085	202	2	production	production	NOUN
ajlm-2085	202	3	:	:	PUNCT
ajlm-2085	202	4	implementing	implement	VERB
ajlm-2085	202	5	a	a	DET
ajlm-2085	202	6	world	world	NOUN
ajlm-2085	202	7	-	-	PUNCT
ajlm-2085	202	8	class	class	NOUN
ajlm-2085	202	9	system	system	NOUN
ajlm-2085	202	10	new	new	PROPN
ajlm-2085	202	11	york	york	PROPN
ajlm-2085	202	12	,	,	PUNCT
ajlm-2085	202	13	usa	usa	PROPN
ajlm-2085	203	1	[	[	X
ajlm-2085	203	2	homepage	homepage	NOUN
ajlm-2085	203	3	on	on	ADP
ajlm-2085	203	4	the	the	DET
ajlm-2085	203	5	internet	internet	NOUN
ajlm-2085	203	6	]	]	PUNCT
ajlm-2085	203	7	:	:	PUNCT
ajlm-2085	203	8	industrial	industrial	ADJ
ajlm-2085	203	9	press	press	NOUN
ajlm-2085	203	10	incorporated	incorporate	VERB
ajlm-2085	203	11	;	;	PUNCT
ajlm-2085	203	12	2008	2008	NUM
ajlm-2085	203	13	[	[	X
ajlm-2085	203	14	cited	cite	VERB
ajlm-2085	203	15	2021	2021	NUM
ajlm-2085	203	16	april	april	PROPN
ajlm-2085	203	17	20	20	NUM
ajlm-2085	203	18	]	]	PUNCT
ajlm-2085	203	19	;	;	PUNCT
ajlm-2085	203	20	p.	p.	NOUN
ajlm-2085	203	21	189	189	NUM
ajlm-2085	203	22	.	.	PUNCT
ajlm-2085	204	1	available	available	ADJ
ajlm-2085	204	2	from	from	ADP
ajlm-2085	204	3	:	:	PUNCT
ajlm-2085	204	4	https://books.industrialpress.com/9780831133511/lean-production/	https://books.industrialpress.com/9780831133511/lean-production/	PROPN
ajlm-2085	204	5	coetzee	coetzee	PROPN
ajlm-2085	204	6	lm	lm	PROPN
ajlm-2085	204	7	,	,	PUNCT
ajlm-2085	204	8	glencross	glencross	ADJ
ajlm-2085	204	9	dk	dk	PROPN
ajlm-2085	204	10	.	.	PROPN
ajlm-2085	204	11	performance	performance	NOUN
ajlm-2085	204	12	verification	verification	NOUN
ajlm-2085	204	13	of	of	ADP
ajlm-2085	204	14	the	the	DET
ajlm-2085	204	15	new	new	ADJ
ajlm-2085	204	16	fully	fully	ADV
ajlm-2085	204	17	automated	automate	VERB
ajlm-2085	204	18	aquios	aquio	NOUN
ajlm-2085	204	19	flow	flow	NOUN
ajlm-2085	204	20	cytometer	cytometer	NOUN
ajlm-2085	204	21	panleucogate	panleucogate	NOUN
ajlm-2085	204	22	(	(	PUNCT
ajlm-2085	204	23	plg	plg	NOUN
ajlm-2085	204	24	)	)	PUNCT
ajlm-2085	204	25	platform	platform	NOUN
ajlm-2085	204	26	for	for	ADP
ajlm-2085	204	27	cd4	cd4	PROPN
ajlm-2085	204	28	-	-	PUNCT
ajlm-2085	204	29	t	t	PROPN
ajlm-2085	204	30	-	-	PUNCT
ajlm-2085	204	31	lymphocyte	lymphocyte	NOUN
ajlm-2085	204	32	enumeration	enumeration	NOUN
ajlm-2085	204	33	in	in	ADP
ajlm-2085	204	34	south	south	PROPN
ajlm-2085	204	35	africa	africa	PROPN
ajlm-2085	204	36	.	.	PUNCT
ajlm-2085	205	1	plos	plos	PROPN
ajlm-2085	205	2	one	one	NUM
ajlm-2085	205	3	.	.	PUNCT
ajlm-2085	206	1	2017;12(11):e0187456	2017;12(11):e0187456	NOUN
ajlm-2085	206	2	.	.	PUNCT
ajlm-2085	207	1	https://doi.org/10.1371/journal.pone.0187456	https://doi.org/10.1371/journal.pone.0187456	PROPN
ajlm-2085	207	2	national	national	PROPN
ajlm-2085	207	3	health	health	PROPN
ajlm-2085	207	4	laboratory	laboratory	PROPN
ajlm-2085	207	5	service	service	NOUN
ajlm-2085	207	6	(	(	PUNCT
ajlm-2085	207	7	nhls	nhls	PROPN
ajlm-2085	207	8	)	)	PUNCT
ajlm-2085	207	9	.	.	PUNCT
ajlm-2085	208	1	national	national	PROPN
ajlm-2085	208	2	cd4	cd4	PROPN
ajlm-2085	208	3	count	count	PROPN
ajlm-2085	208	4	testing	testing	NOUN
ajlm-2085	208	5	programme	programme	NOUN
ajlm-2085	209	1	[	[	X
ajlm-2085	209	2	homepage	homepage	NOUN
ajlm-2085	209	3	on	on	ADP
ajlm-2085	209	4	the	the	DET
ajlm-2085	209	5	internet	internet	NOUN
ajlm-2085	209	6	]	]	PUNCT
ajlm-2085	209	7	.	.	PUNCT
ajlm-2085	210	1	2022	2022	NUM
ajlm-2085	211	1	[	[	X
ajlm-2085	211	2	cited	cite	VERB
ajlm-2085	211	3	2022	2022	NUM
ajlm-2085	211	4	aug	aug	PROPN
ajlm-2085	211	5	18	18	NUM
ajlm-2085	211	6	]	]	PUNCT
ajlm-2085	211	7	.	.	PUNCT
ajlm-2085	212	1	available	available	ADJ
ajlm-2085	212	2	from	from	ADP
ajlm-2085	212	3	:	:	PUNCT
ajlm-2085	212	4	https://www.nhls.ac.za/priority-programmes/cd4/	https://www.nhls.ac.za/priority-programmes/cd4/	VERB
ajlm-2085	212	5	glencross	glencross	X
ajlm-2085	212	6	d.	d.	PROPN
ajlm-2085	212	7	dual	dual	ADJ
ajlm-2085	212	8	platform	platform	NOUN
ajlm-2085	212	9	panleucogated	panleucogate	VERB
ajlm-2085	212	10	(	(	PUNCT
ajlm-2085	212	11	plg	plg	NOUN
ajlm-2085	212	12	)	)	PUNCT
ajlm-2085	212	13	cd4	cd4	PROPN
ajlm-2085	212	14	+	+	PROPN
ajlm-2085	212	15	t	t	PROPN
ajlm-2085	212	16	cell	cell	NOUN
ajlm-2085	212	17	enumeration	enumeration	NOUN
ajlm-2085	212	18	.	.	PUNCT
ajlm-2085	213	1	afford	afford	VERB
ajlm-2085	213	2	cd4	cd4	PROPN
ajlm-2085	213	3	.	.	PROPN
ajlm-2085	213	4	com	com	PROPN
ajlm-2085	213	5	;	;	PUNCT
ajlm-2085	213	6	2002	2002	NUM
ajlm-2085	213	7	.	.	PUNCT
ajlm-2085	214	1	national	national	PROPN
ajlm-2085	214	2	health	health	PROPN
ajlm-2085	214	3	laboratory	laboratory	PROPN
ajlm-2085	214	4	service	service	NOUN
ajlm-2085	214	5	(	(	PUNCT
ajlm-2085	214	6	nhls	nhls	PROPN
ajlm-2085	214	7	)	)	PUNCT
ajlm-2085	214	8	.	.	PUNCT
ajlm-2085	215	1	priority	priority	NOUN
ajlm-2085	215	2	programmes	programme	NOUN
ajlm-2085	216	1	[	[	X
ajlm-2085	216	2	homepage	homepage	NOUN
ajlm-2085	216	3	on	on	ADP
ajlm-2085	216	4	the	the	DET
ajlm-2085	216	5	internet	internet	NOUN
ajlm-2085	216	6	]	]	PUNCT
ajlm-2085	216	7	.	.	PUNCT
ajlm-2085	217	1	2022	2022	NUM
ajlm-2085	218	1	[	[	X
ajlm-2085	218	2	cited	cite	VERB
ajlm-2085	218	3	2022	2022	NUM
ajlm-2085	218	4	dec	dec	PROPN
ajlm-2085	218	5	19	19	NUM
ajlm-2085	218	6	]	]	PUNCT
ajlm-2085	218	7	.	.	PUNCT
ajlm-2085	219	1	available	available	ADJ
ajlm-2085	219	2	from	from	ADP
ajlm-2085	219	3	:	:	PUNCT
ajlm-2085	219	4	https://www.nhls.ac.za/priority-programmes/	https://www.nhls.ac.za/priority-programmes/	NOUN
ajlm-2085	219	5	drury	drury	PROPN
ajlm-2085	219	6	s	s	PART
ajlm-2085	219	7	,	,	PUNCT
ajlm-2085	219	8	coetzee	coetzee	PROPN
ajlm-2085	219	9	lm	lm	PROPN
ajlm-2085	219	10	,	,	PUNCT
ajlm-2085	219	11	cassim	cassim	NOUN
ajlm-2085	219	12	n	n	CCONJ
ajlm-2085	219	13	,	,	PUNCT
ajlm-2085	219	14	carmona	carmona	PROPN
ajlm-2085	219	15	s	s	PROPN
ajlm-2085	219	16	,	,	PUNCT
ajlm-2085	219	17	stevens	stevens	PROPN
ajlm-2085	219	18	ws	ws	PROPN
ajlm-2085	219	19	,	,	PUNCT
ajlm-2085	219	20	glencross	glencross	ADJ
ajlm-2085	219	21	dk	dk	PROPN
ajlm-2085	219	22	.	.	PUNCT
ajlm-2085	220	1	using	use	VERB
ajlm-2085	220	2	central	central	ADJ
ajlm-2085	220	3	data	datum	NOUN
ajlm-2085	220	4	warehouse	warehouse	NOUN
ajlm-2085	220	5	(	(	PUNCT
ajlm-2085	220	6	cdw	cdw	NOUN
ajlm-2085	220	7	)	)	PUNCT
ajlm-2085	220	8	reports	report	NOUN
ajlm-2085	220	9	for	for	ADP
ajlm-2085	220	10	monitoring	monitor	VERB
ajlm-2085	220	11	cd4	cd4	PROPN
ajlm-2085	220	12	laboratory	laboratory	NOUN
ajlm-2085	220	13	workload	workload	NOUN
ajlm-2085	220	14	and	and	CCONJ
ajlm-2085	220	15	related	relate	VERB
ajlm-2085	220	16	turn	turn	NOUN
ajlm-2085	220	17	-	-	PUNCT
ajlm-2085	220	18	around	around	ADP
ajlm-2085	220	19	-	-	PUNCT
ajlm-2085	220	20	time	time	NOUN
ajlm-2085	220	21	(	(	PUNCT
ajlm-2085	220	22	tat	tat	NOUN
ajlm-2085	220	23	)	)	PUNCT
ajlm-2085	220	24	cape	cape	NOUN
ajlm-2085	220	25	town	town	NOUN
ajlm-2085	220	26	,	,	PUNCT
ajlm-2085	220	27	south	south	PROPN
ajlm-2085	220	28	africa	africa	PROPN
ajlm-2085	221	1	[	[	X
ajlm-2085	221	2	homepage	homepage	NOUN
ajlm-2085	221	3	on	on	ADP
ajlm-2085	221	4	the	the	DET
ajlm-2085	221	5	internet	internet	NOUN
ajlm-2085	221	6	]	]	PUNCT
ajlm-2085	221	7	.	.	PUNCT
ajlm-2085	222	1	2012	2012	NUM
ajlm-2085	223	1	[	[	X
ajlm-2085	223	2	cited	cite	VERB
ajlm-2085	223	3	2022	2022	NUM
ajlm-2085	223	4	aug	aug	PROPN
ajlm-2085	223	5	20	20	NUM
ajlm-2085	223	6	]	]	PUNCT
ajlm-2085	223	7	.	.	PUNCT
ajlm-2085	224	1	available	available	ADJ
ajlm-2085	224	2	from	from	ADP
ajlm-2085	224	3	:	:	PUNCT
ajlm-2085	224	4	https://www.researchgate.net/publication/267756209_using_central_data_warehouse_cdw_reports_for_monitoring_cd4_laboratory_workload_and_related_turn-_around-time_tat?channel=doi&linkid=5459d3fb0cf2cf516483e354&showfulltext=true	https://www.researchgate.net/publication/267756209_using_central_data_warehouse_cdw_reports_for_monitoring_cd4_laboratory_workload_and_related_turn-_around-time_tat?channel=doi&linkid=5459d3fb0cf2cf516483e354&showfulltext=true	ADJ
ajlm-2085	224	5	national	national	PROPN
ajlm-2085	224	6	health	health	PROPN
ajlm-2085	224	7	laboratory	laboratory	NOUN
ajlm-2085	224	8	service	service	NOUN
ajlm-2085	224	9	(	(	PUNCT
ajlm-2085	224	10	nhls	nhls	PROPN
ajlm-2085	224	11	)	)	PUNCT
ajlm-2085	224	12	.	.	PUNCT
ajlm-2085	225	1	annual	annual	ADJ
ajlm-2085	225	2	performance	performance	NOUN
ajlm-2085	225	3	plan	plan	NOUN
ajlm-2085	225	4	2020–2021	2020–2021	NUM
ajlm-2085	225	5	johannesburg	johannesburg	PROPN
ajlm-2085	225	6	,	,	PUNCT
ajlm-2085	225	7	south	south	PROPN
ajlm-2085	225	8	africa	africa	PROPN
ajlm-2085	226	1	[	[	X
ajlm-2085	226	2	homepage	homepage	NOUN
ajlm-2085	226	3	on	on	ADP
ajlm-2085	226	4	the	the	DET
ajlm-2085	226	5	internet	internet	NOUN
ajlm-2085	226	6	]	]	PUNCT
ajlm-2085	226	7	:	:	PUNCT
ajlm-2085	226	8	national	national	PROPN
ajlm-2085	226	9	health	health	PROPN
ajlm-2085	226	10	laboratory	laboratory	PROPN
ajlm-2085	226	11	service	service	NOUN
ajlm-2085	226	12	(	(	PUNCT
ajlm-2085	226	13	nhls	nhls	PROPN
ajlm-2085	226	14	)	)	PUNCT
ajlm-2085	226	15	.	.	PUNCT
ajlm-2085	227	1	2020	2020	NUM
ajlm-2085	228	1	[	[	X
ajlm-2085	228	2	cited	cite	VERB
ajlm-2085	228	3	2020	2020	NUM
ajlm-2085	228	4	feb	feb	NOUN
ajlm-2085	228	5	19	19	NUM
ajlm-2085	228	6	]	]	PUNCT
ajlm-2085	228	7	.	.	PUNCT
ajlm-2085	229	1	available	available	ADJ
ajlm-2085	229	2	from	from	ADP
ajlm-2085	229	3	:	:	PUNCT
ajlm-2085	229	4	https://www.parliament.gov.za/storage/app/media/docs/tpap/642703b7-8ff7-48c8-a758-d4a4292b6b28.pdf	https://www.parliament.gov.za/storage/app/media/docs/tpap/642703b7-8ff7-48c8-a758-d4a4292b6b28.pdf	X
ajlm-2085	229	5	the	the	DET
ajlm-2085	229	6	republic	republic	NOUN
ajlm-2085	229	7	of	of	ADP
ajlm-2085	229	8	south	south	PROPN
ajlm-2085	229	9	africa	africa	PROPN
ajlm-2085	229	10	.	.	PUNCT
ajlm-2085	230	1	the	the	DET
ajlm-2085	230	2	public	public	ADJ
ajlm-2085	230	3	holidays	holiday	NOUN
ajlm-2085	230	4	act	act	NOUN
ajlm-2085	230	5	36	36	NUM
ajlm-2085	230	6	of	of	ADP
ajlm-2085	230	7	1994	1994	NUM
ajlm-2085	230	8	cape	cape	NOUN
ajlm-2085	230	9	town	town	NOUN
ajlm-2085	230	10	,	,	PUNCT
ajlm-2085	230	11	south	south	PROPN
ajlm-2085	230	12	africa	africa	PROPN
ajlm-2085	231	1	[	[	X
ajlm-2085	231	2	homepage	homepage	NOUN
ajlm-2085	231	3	on	on	ADP
ajlm-2085	231	4	the	the	DET
ajlm-2085	231	5	internet	internet	NOUN
ajlm-2085	231	6	]	]	PUNCT
ajlm-2085	231	7	:	:	PUNCT
ajlm-2085	231	8	republic	republic	NOUN
ajlm-2085	231	9	of	of	ADP
ajlm-2085	231	10	south	south	PROPN
ajlm-2085	231	11	africa	africa	PROPN
ajlm-2085	231	12	;	;	PUNCT
ajlm-2085	231	13	1994	1994	NUM
ajlm-2085	231	14	[	[	X
ajlm-2085	231	15	cited	cite	VERB
ajlm-2085	231	16	2022	2022	NUM
ajlm-2085	231	17	aug	aug	PROPN
ajlm-2085	231	18	19	19	NUM
ajlm-2085	231	19	]	]	PUNCT
ajlm-2085	231	20	.	.	PUNCT
ajlm-2085	232	1	available	available	ADJ
ajlm-2085	232	2	from	from	ADP
ajlm-2085	232	3	:	:	PUNCT
ajlm-2085	232	4	https://www.gov.za/sites/default/files/gcis_document/201409/act36of1994.pdf	https://www.gov.za/sites/default/files/gcis_document/201409/act36of1994.pdf	PROPN
ajlm-2085	232	5	stevens	stevens	PROPN
ajlm-2085	232	6	ws	ws	PROPN
ajlm-2085	232	7	,	,	PUNCT
ajlm-2085	232	8	cunningham	cunningham	PROPN
ajlm-2085	232	9	b	b	PROPN
ajlm-2085	232	10	,	,	PUNCT
ajlm-2085	232	11	cassim	cassim	NOUN
ajlm-2085	232	12	n	n	CCONJ
ajlm-2085	232	13	,	,	PUNCT
ajlm-2085	232	14	gous	gous	ADJ
ajlm-2085	232	15	n	n	CCONJ
ajlm-2085	232	16	,	,	PUNCT
ajlm-2085	232	17	scott	scott	PROPN
ajlm-2085	232	18	le	le	PROPN
ajlm-2085	232	19	.	.	PUNCT
ajlm-2085	232	20	cloud	cloud	NOUN
ajlm-2085	232	21	-	-	PUNCT
ajlm-2085	232	22	based	base	VERB
ajlm-2085	232	23	surveillance	surveillance	NOUN
ajlm-2085	232	24	,	,	PUNCT
ajlm-2085	232	25	connectivity	connectivity	NOUN
ajlm-2085	232	26	,	,	PUNCT
ajlm-2085	232	27	and	and	CCONJ
ajlm-2085	232	28	distribution	distribution	NOUN
ajlm-2085	232	29	of	of	ADP
ajlm-2085	232	30	the	the	DET
ajlm-2085	232	31	genexpert	genexpert	ADJ
ajlm-2085	232	32	analyzers	analyzer	NOUN
ajlm-2085	232	33	for	for	ADP
ajlm-2085	232	34	diagnosis	diagnosis	NOUN
ajlm-2085	232	35	of	of	ADP
ajlm-2085	232	36	tuberculosis	tuberculosis	NOUN
ajlm-2085	232	37	(	(	PUNCT
ajlm-2085	232	38	tb	tb	NOUN
ajlm-2085	232	39	)	)	PUNCT
ajlm-2085	232	40	and	and	CCONJ
ajlm-2085	232	41	multiple	multiple	ADJ
ajlm-2085	232	42	-	-	PUNCT
ajlm-2085	232	43	drug	drug	NOUN
ajlm-2085	232	44	-	-	PUNCT
ajlm-2085	232	45	resistant	resistant	ADJ
ajlm-2085	232	46	tb	tb	NOUN
ajlm-2085	232	47	in	in	ADP
ajlm-2085	232	48	south	south	PROPN
ajlm-2085	232	49	africa	africa	PROPN
ajlm-2085	232	50	.	.	PUNCT
ajlm-2085	233	1	mol	mol	ADP
ajlm-2085	233	2	microbiol	microbiol	PROPN
ajlm-2085	233	3	2016:707–718	2016:707–718	PROPN
ajlm-2085	233	4	.	.	PUNCT