id	sid	tid	token	lemma	pos
ajlm-1504	1	1	abstract	abstract	ADJ
ajlm-1504	1	2	introduction	introduction	NOUN
ajlm-1504	1	3	methods	method	NOUN
ajlm-1504	1	4	results	result	VERB
ajlm-1504	1	5	discussion	discussion	NOUN
ajlm-1504	1	6	acknowledgements	acknowledgement	NOUN
ajlm-1504	1	7	references	reference	NOUN
ajlm-1504	1	8	about	about	ADP
ajlm-1504	1	9	the	the	DET
ajlm-1504	1	10	author(s	author(s	NOUN
ajlm-1504	1	11	)	)	PUNCT
ajlm-1504	1	12	naseem	naseem	PROPN
ajlm-1504	1	13	cassim	cassim	PROPN
ajlm-1504	1	14	department	department	PROPN
ajlm-1504	1	15	of	of	ADP
ajlm-1504	1	16	molecular	molecular	ADJ
ajlm-1504	1	17	medicine	medicine	NOUN
ajlm-1504	1	18	and	and	CCONJ
ajlm-1504	1	19	haematology	haematology	NOUN
ajlm-1504	1	20	,	,	PUNCT
ajlm-1504	1	21	faculty	faculty	NOUN
ajlm-1504	1	22	of	of	ADP
ajlm-1504	1	23	health	health	NOUN
ajlm-1504	1	24	sciences	sciences	PROPN
ajlm-1504	1	25	,	,	PUNCT
ajlm-1504	1	26	university	university	NOUN
ajlm-1504	1	27	of	of	ADP
ajlm-1504	1	28	the	the	DET
ajlm-1504	1	29	witwatersrand	witwatersrand	NOUN
ajlm-1504	1	30	,	,	PUNCT
ajlm-1504	1	31	johannesburg	johannesburg	PROPN
ajlm-1504	1	32	,	,	PUNCT
ajlm-1504	1	33	south	south	PROPN
ajlm-1504	1	34	africa	africa	PROPN
ajlm-1504	1	35	national	national	PROPN
ajlm-1504	1	36	health	health	PROPN
ajlm-1504	1	37	laboratory	laboratory	PROPN
ajlm-1504	1	38	service	service	PROPN
ajlm-1504	1	39	,	,	PUNCT
ajlm-1504	1	40	johannesburg	johannesburg	PROPN
ajlm-1504	1	41	,	,	PUNCT
ajlm-1504	1	42	south	south	PROPN
ajlm-1504	1	43	africa	africa	PROPN
ajlm-1504	2	1	neeshan	neeshan	PROPN
ajlm-1504	2	2	ramdin	ramdin	VERB
ajlm-1504	2	3	department	department	PROPN
ajlm-1504	2	4	of	of	ADP
ajlm-1504	2	5	molecular	molecular	ADJ
ajlm-1504	2	6	medicine	medicine	NOUN
ajlm-1504	2	7	and	and	CCONJ
ajlm-1504	2	8	haematology	haematology	NOUN
ajlm-1504	2	9	,	,	PUNCT
ajlm-1504	2	10	faculty	faculty	NOUN
ajlm-1504	2	11	of	of	ADP
ajlm-1504	2	12	health	health	NOUN
ajlm-1504	2	13	sciences	sciences	PROPN
ajlm-1504	2	14	,	,	PUNCT
ajlm-1504	2	15	university	university	NOUN
ajlm-1504	2	16	of	of	ADP
ajlm-1504	2	17	the	the	DET
ajlm-1504	2	18	witwatersrand	witwatersrand	NOUN
ajlm-1504	2	19	,	,	PUNCT
ajlm-1504	2	20	johannesburg	johannesburg	PROPN
ajlm-1504	2	21	,	,	PUNCT
ajlm-1504	2	22	south	south	PROPN
ajlm-1504	2	23	africa	africa	PROPN
ajlm-1504	2	24	sadhaseevan	sadhaseevan	VERB
ajlm-1504	2	25	moodly	moodly	ADV
ajlm-1504	2	26	department	department	NOUN
ajlm-1504	2	27	of	of	ADP
ajlm-1504	2	28	molecular	molecular	ADJ
ajlm-1504	2	29	medicine	medicine	NOUN
ajlm-1504	2	30	and	and	CCONJ
ajlm-1504	2	31	haematology	haematology	NOUN
ajlm-1504	2	32	,	,	PUNCT
ajlm-1504	2	33	faculty	faculty	NOUN
ajlm-1504	2	34	of	of	ADP
ajlm-1504	2	35	health	health	NOUN
ajlm-1504	2	36	sciences	sciences	PROPN
ajlm-1504	2	37	,	,	PUNCT
ajlm-1504	2	38	university	university	NOUN
ajlm-1504	2	39	of	of	ADP
ajlm-1504	2	40	the	the	DET
ajlm-1504	2	41	witwatersrand	witwatersrand	NOUN
ajlm-1504	2	42	,	,	PUNCT
ajlm-1504	2	43	johannesburg	johannesburg	PROPN
ajlm-1504	2	44	,	,	PUNCT
ajlm-1504	2	45	south	south	PROPN
ajlm-1504	2	46	africa	africa	PROPN
ajlm-1504	2	47	national	national	PROPN
ajlm-1504	2	48	health	health	PROPN
ajlm-1504	2	49	laboratory	laboratory	PROPN
ajlm-1504	2	50	service	service	PROPN
ajlm-1504	2	51	,	,	PUNCT
ajlm-1504	2	52	johannesburg	johannesburg	PROPN
ajlm-1504	2	53	,	,	PUNCT
ajlm-1504	2	54	south	south	PROPN
ajlm-1504	2	55	africa	africa	PROPN
ajlm-1504	2	56	deborah	deborah	PROPN
ajlm-1504	2	57	k.	k.	PROPN
ajlm-1504	2	58	glencross	glencross	PROPN
ajlm-1504	2	59	department	department	PROPN
ajlm-1504	2	60	of	of	ADP
ajlm-1504	2	61	molecular	molecular	ADJ
ajlm-1504	2	62	medicine	medicine	NOUN
ajlm-1504	2	63	and	and	CCONJ
ajlm-1504	2	64	haematology	haematology	NOUN
ajlm-1504	2	65	,	,	PUNCT
ajlm-1504	2	66	faculty	faculty	NOUN
ajlm-1504	2	67	of	of	ADP
ajlm-1504	2	68	health	health	NOUN
ajlm-1504	2	69	sciences	sciences	PROPN
ajlm-1504	2	70	,	,	PUNCT
ajlm-1504	2	71	university	university	NOUN
ajlm-1504	2	72	of	of	ADP
ajlm-1504	2	73	the	the	DET
ajlm-1504	2	74	witwatersrand	witwatersrand	NOUN
ajlm-1504	2	75	,	,	PUNCT
ajlm-1504	2	76	johannesburg	johannesburg	PROPN
ajlm-1504	2	77	,	,	PUNCT
ajlm-1504	2	78	south	south	PROPN
ajlm-1504	2	79	africa	africa	PROPN
ajlm-1504	2	80	national	national	PROPN
ajlm-1504	2	81	health	health	PROPN
ajlm-1504	2	82	laboratory	laboratory	PROPN
ajlm-1504	2	83	service	service	PROPN
ajlm-1504	2	84	,	,	PUNCT
ajlm-1504	2	85	johannesburg	johannesburg	PROPN
ajlm-1504	2	86	,	,	PUNCT
ajlm-1504	2	87	south	south	PROPN
ajlm-1504	2	88	africa	africa	PROPN
ajlm-1504	2	89	citation	citation	PROPN
ajlm-1504	2	90	cassim	cassim	PROPN
ajlm-1504	2	91	n	n	CCONJ
ajlm-1504	2	92	,	,	PUNCT
ajlm-1504	2	93	ramdin	ramdin	NOUN
ajlm-1504	2	94	n	n	PRON
ajlm-1504	2	95	,	,	PUNCT
ajlm-1504	2	96	moodly	moodly	ADV
ajlm-1504	2	97	s	s	SYM
ajlm-1504	2	98	,	,	PUNCT
ajlm-1504	2	99	glencross	glencross	ADJ
ajlm-1504	2	100	dk	dk	PROPN
ajlm-1504	2	101	.	.	PROPN
ajlm-1504	2	102	cost	cost	PROPN
ajlm-1504	2	103	of	of	ADP
ajlm-1504	2	104	running	run	VERB
ajlm-1504	2	105	a	a	DET
ajlm-1504	2	106	full	full	ADJ
ajlm-1504	2	107	-	-	PUNCT
ajlm-1504	2	108	service	service	NOUN
ajlm-1504	2	109	receiving	receive	VERB
ajlm-1504	2	110	office	office	NOUN
ajlm-1504	2	111	at	at	ADP
ajlm-1504	2	112	a	a	DET
ajlm-1504	2	113	centralised	centralised	ADJ
ajlm-1504	2	114	testing	testing	NOUN
ajlm-1504	2	115	laboratory	laboratory	NOUN
ajlm-1504	2	116	in	in	ADP
ajlm-1504	2	117	south	south	PROPN
ajlm-1504	2	118	africa	africa	PROPN
ajlm-1504	2	119	.	.	PUNCT
ajlm-1504	3	1	afr	afr	PROPN
ajlm-1504	3	2	j	j	PROPN
ajlm-1504	3	3	lab	lab	PROPN
ajlm-1504	3	4	med	med	PROPN
ajlm-1504	3	5	.	.	PUNCT
ajlm-1504	4	1	2022;11(1	2022;11(1	NUM
ajlm-1504	4	2	)	)	PUNCT
ajlm-1504	4	3	,	,	PUNCT
ajlm-1504	4	4	a1504	a1504	PROPN
ajlm-1504	4	5	.	.	PUNCT
ajlm-1504	4	6	https://doi.org/10.4102/ajlm.v11i1.1504	https://doi.org/10.4102/ajlm.v11i1.1504	VERB
ajlm-1504	4	7	original	original	ADJ
ajlm-1504	4	8	research	research	NOUN
ajlm-1504	4	9	cost	cost	NOUN
ajlm-1504	4	10	of	of	ADP
ajlm-1504	4	11	running	run	VERB
ajlm-1504	4	12	a	a	DET
ajlm-1504	4	13	full	full	ADJ
ajlm-1504	4	14	-	-	PUNCT
ajlm-1504	4	15	service	service	NOUN
ajlm-1504	4	16	receiving	receive	VERB
ajlm-1504	4	17	office	office	NOUN
ajlm-1504	4	18	at	at	ADP
ajlm-1504	4	19	a	a	DET
ajlm-1504	4	20	centralised	centralised	ADJ
ajlm-1504	4	21	testing	testing	NOUN
ajlm-1504	4	22	laboratory	laboratory	NOUN
ajlm-1504	4	23	in	in	ADP
ajlm-1504	4	24	south	south	PROPN
ajlm-1504	4	25	africa	africa	PROPN
ajlm-1504	4	26	naseem	naseem	PROPN
ajlm-1504	4	27	cassim	cassim	PROPN
ajlm-1504	4	28	,	,	PUNCT
ajlm-1504	4	29	neeshan	neeshan	ADV
ajlm-1504	4	30	ramdin	ramdin	NOUN
ajlm-1504	4	31	,	,	PUNCT
ajlm-1504	4	32	sadhaseevan	sadhaseevan	VERB
ajlm-1504	4	33	moodly	moodly	ADV
ajlm-1504	4	34	,	,	PUNCT
ajlm-1504	4	35	deborah	deborah	PROPN
ajlm-1504	4	36	k.	k.	PROPN
ajlm-1504	4	37	glencross	glencross	PROPN
ajlm-1504	4	38	received	receive	VERB
ajlm-1504	4	39	:	:	PUNCT
ajlm-1504	4	40	29	29	NUM
ajlm-1504	4	41	dec	dec	PROPN
ajlm-1504	4	42	.	.	PROPN
ajlm-1504	4	43	2020	2020	NUM
ajlm-1504	4	44	;	;	PUNCT
ajlm-1504	4	45	accepted	accept	VERB
ajlm-1504	4	46	:	:	PUNCT
ajlm-1504	4	47	19	19	NUM
ajlm-1504	4	48	apr	apr	NOUN
ajlm-1504	4	49	.	.	PUNCT
ajlm-1504	4	50	2022	2022	NUM
ajlm-1504	4	51	;	;	PUNCT
ajlm-1504	4	52	published	publish	VERB
ajlm-1504	4	53	:	:	PUNCT
ajlm-1504	4	54	13	13	NUM
ajlm-1504	4	55	july	july	PROPN
ajlm-1504	4	56	2022	2022	NUM
ajlm-1504	4	57	copyright	copyright	NOUN
ajlm-1504	4	58	:	:	PUNCT
ajlm-1504	4	59	©	©	PROPN
ajlm-1504	4	60	2022	2022	NUM
ajlm-1504	4	61	.	.	PUNCT
ajlm-1504	5	1	the	the	DET
ajlm-1504	5	2	author(s	author(s	PROPN
ajlm-1504	5	3	)	)	PUNCT
ajlm-1504	5	4	.	.	PUNCT
ajlm-1504	6	1	licensee	licensee	NOUN
ajlm-1504	6	2	:	:	PUNCT
ajlm-1504	6	3	aosis	aosis	NOUN
ajlm-1504	6	4	.	.	PUNCT
ajlm-1504	7	1	this	this	PRON
ajlm-1504	7	2	is	be	AUX
ajlm-1504	7	3	an	an	DET
ajlm-1504	7	4	open	open	ADJ
ajlm-1504	7	5	access	access	NOUN
ajlm-1504	7	6	article	article	NOUN
ajlm-1504	7	7	distributed	distribute	VERB
ajlm-1504	7	8	under	under	ADP
ajlm-1504	7	9	the	the	DET
ajlm-1504	7	10	terms	term	NOUN
ajlm-1504	7	11	of	of	ADP
ajlm-1504	7	12	the	the	DET
ajlm-1504	7	13	creative	creative	ADJ
ajlm-1504	7	14	commons	common	NOUN
ajlm-1504	7	15	attribution	attribution	NOUN
ajlm-1504	7	16	license	license	NOUN
ajlm-1504	7	17	,	,	PUNCT
ajlm-1504	7	18	which	which	PRON
ajlm-1504	7	19	permits	permit	VERB
ajlm-1504	7	20	unrestricted	unrestricted	ADJ
ajlm-1504	7	21	use	use	NOUN
ajlm-1504	7	22	,	,	PUNCT
ajlm-1504	7	23	distribution	distribution	NOUN
ajlm-1504	7	24	,	,	PUNCT
ajlm-1504	7	25	and	and	CCONJ
ajlm-1504	7	26	reproduction	reproduction	NOUN
ajlm-1504	7	27	in	in	ADP
ajlm-1504	7	28	any	any	DET
ajlm-1504	7	29	medium	medium	NOUN
ajlm-1504	7	30	,	,	PUNCT
ajlm-1504	7	31	provided	provide	VERB
ajlm-1504	7	32	the	the	DET
ajlm-1504	7	33	original	original	ADJ
ajlm-1504	7	34	work	work	NOUN
ajlm-1504	7	35	is	be	AUX
ajlm-1504	7	36	properly	properly	ADV
ajlm-1504	7	37	cited	cite	VERB
ajlm-1504	7	38	.	.	PUNCT
ajlm-1504	8	1	abstract	abstract	ADJ
ajlm-1504	8	2	background	background	NOUN
ajlm-1504	8	3	:	:	PUNCT
ajlm-1504	8	4	the	the	DET
ajlm-1504	8	5	national	national	PROPN
ajlm-1504	8	6	health	health	PROPN
ajlm-1504	8	7	laboratory	laboratory	PROPN
ajlm-1504	8	8	service	service	NOUN
ajlm-1504	8	9	operates	operate	VERB
ajlm-1504	8	10	a	a	DET
ajlm-1504	8	11	platform	platform	NOUN
ajlm-1504	8	12	of	of	ADP
ajlm-1504	8	13	226	226	NUM
ajlm-1504	8	14	laboratories	laboratory	NOUN
ajlm-1504	8	15	across	across	ADP
ajlm-1504	8	16	south	south	PROPN
ajlm-1504	8	17	africa	africa	PROPN
ajlm-1504	8	18	,	,	PUNCT
ajlm-1504	8	19	ranging	range	VERB
ajlm-1504	8	20	from	from	ADP
ajlm-1504	8	21	highly	highly	ADV
ajlm-1504	8	22	sophisticated	sophisticated	ADJ
ajlm-1504	8	23	central	central	ADJ
ajlm-1504	8	24	academic	academic	ADJ
ajlm-1504	8	25	hospitals	hospital	NOUN
ajlm-1504	8	26	to	to	PART
ajlm-1504	8	27	distant	distant	ADJ
ajlm-1504	8	28	rural	rural	ADJ
ajlm-1504	8	29	hospitals	hospital	NOUN
ajlm-1504	8	30	.	.	PUNCT
ajlm-1504	9	1	the	the	DET
ajlm-1504	9	2	core	core	NOUN
ajlm-1504	9	3	function	function	NOUN
ajlm-1504	9	4	of	of	ADP
ajlm-1504	9	5	the	the	DET
ajlm-1504	9	6	national	national	PROPN
ajlm-1504	9	7	health	health	PROPN
ajlm-1504	9	8	laboratory	laboratory	PROPN
ajlm-1504	9	9	service	service	NOUN
ajlm-1504	9	10	is	be	AUX
ajlm-1504	9	11	to	to	PART
ajlm-1504	9	12	provide	provide	VERB
ajlm-1504	9	13	cost	cost	NOUN
ajlm-1504	9	14	-	-	PUNCT
ajlm-1504	9	15	effective	effective	ADJ
ajlm-1504	9	16	and	and	CCONJ
ajlm-1504	9	17	efficient	efficient	ADJ
ajlm-1504	9	18	health	health	NOUN
ajlm-1504	9	19	laboratory	laboratory	NOUN
ajlm-1504	9	20	services	service	NOUN
ajlm-1504	9	21	in	in	ADP
ajlm-1504	9	22	the	the	DET
ajlm-1504	9	23	public	public	ADJ
ajlm-1504	9	24	healthcare	healthcare	NOUN
ajlm-1504	9	25	sector	sector	NOUN
ajlm-1504	9	26	.	.	PUNCT
ajlm-1504	10	1	objective	objective	NOUN
ajlm-1504	10	2	:	:	PUNCT
ajlm-1504	10	3	this	this	DET
ajlm-1504	10	4	study	study	NOUN
ajlm-1504	10	5	aimed	aim	VERB
ajlm-1504	10	6	to	to	PART
ajlm-1504	10	7	assess	assess	VERB
ajlm-1504	10	8	the	the	DET
ajlm-1504	10	9	comprehensive	comprehensive	ADJ
ajlm-1504	10	10	cost	cost	NOUN
ajlm-1504	10	11	of	of	ADP
ajlm-1504	10	12	running	run	VERB
ajlm-1504	10	13	a	a	DET
ajlm-1504	10	14	full	full	ADJ
ajlm-1504	10	15	-	-	PUNCT
ajlm-1504	10	16	service	service	NOUN
ajlm-1504	10	17	receiving	receive	VERB
ajlm-1504	10	18	office	office	NOUN
ajlm-1504	10	19	(	(	PUNCT
ajlm-1504	10	20	ro	ro	NOUN
ajlm-1504	10	21	)	)	PUNCT
ajlm-1504	10	22	at	at	ADP
ajlm-1504	10	23	the	the	DET
ajlm-1504	10	24	charlotte	charlotte	PROPN
ajlm-1504	10	25	maxeke	maxeke	PROPN
ajlm-1504	10	26	johannesburg	johannesburg	PROPN
ajlm-1504	10	27	academic	academic	PROPN
ajlm-1504	10	28	hospital	hospital	PROPN
ajlm-1504	10	29	(	(	PUNCT
ajlm-1504	10	30	cmjah	cmjah	NOUN
ajlm-1504	10	31	)	)	PUNCT
ajlm-1504	10	32	laboratory	laboratory	NOUN
ajlm-1504	10	33	.	.	PUNCT
ajlm-1504	11	1	methods	method	NOUN
ajlm-1504	11	2	:	:	PUNCT
ajlm-1504	11	3	top	top	ADJ
ajlm-1504	11	4	-	-	PUNCT
ajlm-1504	11	5	down	down	ADP
ajlm-1504	11	6	costing	costing	NOUN
ajlm-1504	11	7	was	be	AUX
ajlm-1504	11	8	conducted	conduct	VERB
ajlm-1504	11	9	,	,	PUNCT
ajlm-1504	11	10	with	with	ADP
ajlm-1504	11	11	the	the	DET
ajlm-1504	11	12	cost	cost	NOUN
ajlm-1504	11	13	per	per	ADP
ajlm-1504	11	14	registration	registration	NOUN
ajlm-1504	11	15	as	as	ADP
ajlm-1504	11	16	the	the	DET
ajlm-1504	11	17	main	main	ADJ
ajlm-1504	11	18	outcome	outcome	NOUN
ajlm-1504	11	19	of	of	ADP
ajlm-1504	11	20	interest	interest	NOUN
ajlm-1504	11	21	.	.	PUNCT
ajlm-1504	12	1	the	the	DET
ajlm-1504	12	2	annual	annual	ADJ
ajlm-1504	12	3	equivalent	equivalent	ADJ
ajlm-1504	12	4	costs	cost	NOUN
ajlm-1504	12	5	(	(	PUNCT
ajlm-1504	12	6	aec	aec	NOUN
ajlm-1504	12	7	)	)	PUNCT
ajlm-1504	12	8	for	for	ADP
ajlm-1504	12	9	the	the	DET
ajlm-1504	12	10	following	follow	VERB
ajlm-1504	12	11	categories	category	NOUN
ajlm-1504	12	12	were	be	AUX
ajlm-1504	12	13	determined	determine	VERB
ajlm-1504	12	14	:	:	PUNCT
ajlm-1504	12	15	registration	registration	NOUN
ajlm-1504	12	16	materials	material	NOUN
ajlm-1504	12	17	,	,	PUNCT
ajlm-1504	12	18	collection	collection	NOUN
ajlm-1504	12	19	materials	material	NOUN
ajlm-1504	12	20	,	,	PUNCT
ajlm-1504	12	21	staffing	staffing	NOUN
ajlm-1504	12	22	,	,	PUNCT
ajlm-1504	12	23	laboratory	laboratory	NOUN
ajlm-1504	12	24	equipment	equipment	NOUN
ajlm-1504	12	25	,	,	PUNCT
ajlm-1504	12	26	building	building	NOUN
ajlm-1504	12	27	and	and	CCONJ
ajlm-1504	12	28	electricity	electricity	NOUN
ajlm-1504	12	29	,	,	PUNCT
ajlm-1504	12	30	and	and	CCONJ
ajlm-1504	12	31	other	other	ADJ
ajlm-1504	12	32	operating	operating	NOUN
ajlm-1504	12	33	costs	cost	NOUN
ajlm-1504	12	34	.	.	PUNCT
ajlm-1504	13	1	data	datum	NOUN
ajlm-1504	13	2	for	for	ADP
ajlm-1504	13	3	the	the	DET
ajlm-1504	13	4	period	period	NOUN
ajlm-1504	13	5	from	from	ADP
ajlm-1504	13	6	01	01	NUM
ajlm-1504	13	7	april	april	PROPN
ajlm-1504	13	8	2019	2019	NUM
ajlm-1504	13	9	to	to	ADP
ajlm-1504	13	10	31	31	NUM
ajlm-1504	13	11	march	march	NOUN
ajlm-1504	13	12	2020	2020	NUM
ajlm-1504	13	13	were	be	AUX
ajlm-1504	13	14	included	include	VERB
ajlm-1504	13	15	in	in	ADP
ajlm-1504	13	16	the	the	DET
ajlm-1504	13	17	analyses	analysis	NOUN
ajlm-1504	13	18	.	.	PUNCT
ajlm-1504	14	1	results	result	NOUN
ajlm-1504	14	2	:	:	PUNCT
ajlm-1504	14	3	the	the	DET
ajlm-1504	14	4	aec	aec	PROPN
ajlm-1504	14	5	was	be	AUX
ajlm-1504	14	6	$	$	SYM
ajlm-1504	14	7	1	1	NUM
ajlm-1504	14	8	657	657	NUM
ajlm-1504	14	9	483.00	483.00	NUM
ajlm-1504	14	10	united	united	PROPN
ajlm-1504	14	11	states	states	PROPN
ajlm-1504	14	12	dollars	dollar	NOUN
ajlm-1504	14	13	(	(	PUNCT
ajlm-1504	14	14	usd	usd	NOUN
ajlm-1504	14	15	)	)	PUNCT
ajlm-1504	14	16	and	and	CCONJ
ajlm-1504	14	17	the	the	DET
ajlm-1504	14	18	cost	cost	NOUN
ajlm-1504	14	19	per	per	ADP
ajlm-1504	14	20	registration	registration	NOUN
ajlm-1504	14	21	was	be	AUX
ajlm-1504	14	22	$	$	SYM
ajlm-1504	14	23	0.766	0.766	NUM
ajlm-1504	14	24	usd	usd	NOUN
ajlm-1504	14	25	.	.	PUNCT
ajlm-1504	15	1	staff	staff	NOUN
ajlm-1504	15	2	contributed	contribute	VERB
ajlm-1504	15	3	59.9	59.9	NUM
ajlm-1504	15	4	%	%	NOUN
ajlm-1504	15	5	of	of	ADP
ajlm-1504	15	6	the	the	DET
ajlm-1504	15	7	total	total	ADJ
ajlm-1504	15	8	cost	cost	NOUN
ajlm-1504	15	9	per	per	ADP
ajlm-1504	15	10	registration	registration	NOUN
ajlm-1504	15	11	,	,	PUNCT
ajlm-1504	15	12	while	while	SCONJ
ajlm-1504	15	13	collection	collection	NOUN
ajlm-1504	15	14	materials	material	NOUN
ajlm-1504	15	15	contributed	contribute	VERB
ajlm-1504	15	16	21.4	21.4	NUM
ajlm-1504	15	17	%	%	NOUN
ajlm-1504	15	18	.	.	PUNCT
ajlm-1504	16	1	the	the	DET
ajlm-1504	16	2	ro	ro	PROPN
ajlm-1504	16	3	core	core	PROPN
ajlm-1504	16	4	staff	staff	NOUN
ajlm-1504	16	5	(	(	PUNCT
ajlm-1504	16	6	data	data	NOUN
ajlm-1504	16	7	clerks	clerk	NOUN
ajlm-1504	16	8	)	)	PUNCT
ajlm-1504	16	9	contributed	contribute	VERB
ajlm-1504	16	10	50.8	50.8	NUM
ajlm-1504	16	11	%	%	NOUN
ajlm-1504	16	12	of	of	ADP
ajlm-1504	16	13	the	the	DET
ajlm-1504	16	14	total	total	ADJ
ajlm-1504	16	15	staffing	staffing	NOUN
ajlm-1504	16	16	costs	cost	NOUN
ajlm-1504	16	17	,	,	PUNCT
ajlm-1504	16	18	while	while	SCONJ
ajlm-1504	16	19	messengers	messenger	NOUN
ajlm-1504	16	20	and	and	CCONJ
ajlm-1504	16	21	drivers	driver	NOUN
ajlm-1504	16	22	contributed	contribute	VERB
ajlm-1504	16	23	31.2	31.2	NUM
ajlm-1504	16	24	%	%	NOUN
ajlm-1504	16	25	.	.	PUNCT
ajlm-1504	17	1	the	the	DET
ajlm-1504	17	2	introduction	introduction	NOUN
ajlm-1504	17	3	of	of	ADP
ajlm-1504	17	4	order	order	NOUN
ajlm-1504	17	5	entry	entry	NOUN
ajlm-1504	17	6	at	at	ADP
ajlm-1504	17	7	the	the	DET
ajlm-1504	17	8	cmjah	cmjah	NOUN
ajlm-1504	17	9	and	and	CCONJ
ajlm-1504	17	10	other	other	ADJ
ajlm-1504	17	11	primary	primary	ADJ
ajlm-1504	17	12	healthcare	healthcare	NOUN
ajlm-1504	17	13	facilities	facility	NOUN
ajlm-1504	17	14	reduced	reduce	VERB
ajlm-1504	17	15	the	the	DET
ajlm-1504	17	16	total	total	ADJ
ajlm-1504	17	17	aec	aec	NOUN
ajlm-1504	17	18	by	by	ADP
ajlm-1504	17	19	20	20	NUM
ajlm-1504	17	20	%	%	NOUN
ajlm-1504	17	21	.	.	PUNCT
ajlm-1504	18	1	a	a	DET
ajlm-1504	18	2	single	single	ADJ
ajlm-1504	18	3	order	order	NOUN
ajlm-1504	18	4	entry	entry	NOUN
ajlm-1504	18	5	application	application	NOUN
ajlm-1504	18	6	would	would	AUX
ajlm-1504	18	7	serve	serve	VERB
ajlm-1504	18	8	both	both	DET
ajlm-1504	18	9	the	the	DET
ajlm-1504	18	10	cmjah	cmjah	NOUN
ajlm-1504	18	11	and	and	CCONJ
ajlm-1504	18	12	primary	primary	ADJ
ajlm-1504	18	13	healthcare	healthcare	NOUN
ajlm-1504	18	14	facilities	facility	NOUN
ajlm-1504	18	15	hence	hence	ADV
ajlm-1504	18	16	we	we	PRON
ajlm-1504	18	17	would	would	AUX
ajlm-1504	18	18	prefer	prefer	VERB
ajlm-1504	18	19	to	to	PART
ajlm-1504	18	20	not	not	PART
ajlm-1504	18	21	refer	refer	VERB
ajlm-1504	18	22	to	to	ADP
ajlm-1504	18	23	order	order	NOUN
ajlm-1504	18	24	entries	entry	NOUN
ajlm-1504	18	25	.	.	PUNCT
ajlm-1504	19	1	conclusion	conclusion	NOUN
ajlm-1504	19	2	:	:	PUNCT
ajlm-1504	19	3	providing	provide	VERB
ajlm-1504	19	4	a	a	DET
ajlm-1504	19	5	comprehensive	comprehensive	ADJ
ajlm-1504	19	6	ro	ro	NOUN
ajlm-1504	19	7	service	service	NOUN
ajlm-1504	19	8	costs	cost	VERB
ajlm-1504	19	9	approximately	approximately	ADV
ajlm-1504	19	10	$	$	SYM
ajlm-1504	19	11	1.00	1.00	NUM
ajlm-1504	19	12	usd	usd	NOUN
ajlm-1504	19	13	per	per	ADP
ajlm-1504	19	14	registration	registration	NOUN
ajlm-1504	19	15	.	.	PUNCT
ajlm-1504	20	1	the	the	DET
ajlm-1504	20	2	implementation	implementation	NOUN
ajlm-1504	20	3	of	of	ADP
ajlm-1504	20	4	order	order	NOUN
ajlm-1504	20	5	entry	entry	NOUN
ajlm-1504	20	6	at	at	ADP
ajlm-1504	20	7	the	the	DET
ajlm-1504	20	8	cmjah	cmjah	NOUN
ajlm-1504	20	9	would	would	AUX
ajlm-1504	20	10	reduce	reduce	VERB
ajlm-1504	20	11	aecs	aec	NOUN
ajlm-1504	20	12	substantially	substantially	ADV
ajlm-1504	20	13	and	and	CCONJ
ajlm-1504	20	14	improve	improve	VERB
ajlm-1504	20	15	efficiency	efficiency	NOUN
ajlm-1504	20	16	.	.	PUNCT
ajlm-1504	21	1	keywords	keyword	NOUN
ajlm-1504	21	2	:	:	PUNCT
ajlm-1504	21	3	receiving	receive	VERB
ajlm-1504	21	4	office	office	NOUN
ajlm-1504	21	5	;	;	PUNCT
ajlm-1504	21	6	cost	cost	NOUN
ajlm-1504	21	7	per	per	ADP
ajlm-1504	21	8	registration	registration	NOUN
ajlm-1504	21	9	;	;	PUNCT
ajlm-1504	21	10	order	order	NOUN
ajlm-1504	21	11	entry	entry	NOUN
ajlm-1504	21	12	;	;	PUNCT
ajlm-1504	21	13	costing	cost	VERB
ajlm-1504	21	14	;	;	PUNCT
ajlm-1504	21	15	pre	pre	ADJ
ajlm-1504	21	16	-	-	ADJ
ajlm-1504	21	17	analytical	analytical	ADJ
ajlm-1504	21	18	.	.	PUNCT
ajlm-1504	22	1	introduction	introduction	NOUN
ajlm-1504	22	2	the	the	DET
ajlm-1504	22	3	national	national	PROPN
ajlm-1504	22	4	health	health	PROPN
ajlm-1504	22	5	laboratory	laboratory	PROPN
ajlm-1504	22	6	service	service	NOUN
ajlm-1504	22	7	(	(	PUNCT
ajlm-1504	22	8	nhls	nhls	PROPN
ajlm-1504	22	9	)	)	PUNCT
ajlm-1504	22	10	operates	operate	VERB
ajlm-1504	22	11	a	a	DET
ajlm-1504	22	12	platform	platform	NOUN
ajlm-1504	22	13	of	of	ADP
ajlm-1504	22	14	226	226	NUM
ajlm-1504	22	15	laboratories	laboratory	NOUN
ajlm-1504	22	16	across	across	ADP
ajlm-1504	22	17	south	south	PROPN
ajlm-1504	22	18	africa	africa	PROPN
ajlm-1504	22	19	,	,	PUNCT
ajlm-1504	22	20	ranging	range	VERB
ajlm-1504	22	21	from	from	ADP
ajlm-1504	22	22	central	central	ADJ
ajlm-1504	22	23	academic	academic	NOUN
ajlm-1504	22	24	to	to	ADP
ajlm-1504	22	25	distant	distant	ADJ
ajlm-1504	22	26	rural	rural	ADJ
ajlm-1504	22	27	laboratories	laboratory	NOUN
ajlm-1504	22	28	,	,	PUNCT
ajlm-1504	22	29	with	with	ADP
ajlm-1504	22	30	a	a	DET
ajlm-1504	22	31	mandate	mandate	NOUN
ajlm-1504	22	32	to	to	PART
ajlm-1504	22	33	provide	provide	VERB
ajlm-1504	22	34	cost	cost	NOUN
ajlm-1504	22	35	-	-	PUNCT
ajlm-1504	22	36	effective	effective	ADJ
ajlm-1504	22	37	and	and	CCONJ
ajlm-1504	22	38	efficient	efficient	ADJ
ajlm-1504	22	39	services	service	NOUN
ajlm-1504	22	40	in	in	ADP
ajlm-1504	22	41	the	the	DET
ajlm-1504	22	42	public	public	ADJ
ajlm-1504	22	43	healthcare	healthcare	NOUN
ajlm-1504	22	44	sector.1	sector.1	NOUN
ajlm-1504	22	45	to	to	PART
ajlm-1504	22	46	carry	carry	VERB
ajlm-1504	22	47	out	out	ADP
ajlm-1504	22	48	this	this	DET
ajlm-1504	22	49	mandate	mandate	NOUN
ajlm-1504	22	50	,	,	PUNCT
ajlm-1504	22	51	the	the	DET
ajlm-1504	22	52	nhls	nhls	NOUN
ajlm-1504	22	53	is	be	AUX
ajlm-1504	22	54	premised	premise	VERB
ajlm-1504	22	55	on	on	ADP
ajlm-1504	22	56	three	three	NUM
ajlm-1504	22	57	pillars	pillar	NOUN
ajlm-1504	22	58	,	,	PUNCT
ajlm-1504	22	59	namely	namely	ADV
ajlm-1504	22	60	diagnostics	diagnostic	NOUN
ajlm-1504	22	61	,	,	PUNCT
ajlm-1504	22	62	research	research	NOUN
ajlm-1504	22	63	,	,	PUNCT
ajlm-1504	22	64	and	and	CCONJ
ajlm-1504	22	65	teaching	teaching	NOUN
ajlm-1504	22	66	and	and	CCONJ
ajlm-1504	22	67	training.1	training.1	X
ajlm-1504	22	68	the	the	DET
ajlm-1504	22	69	charlotte	charlotte	PROPN
ajlm-1504	22	70	maxeke	maxeke	PROPN
ajlm-1504	22	71	johannesburg	johannesburg	PROPN
ajlm-1504	22	72	academic	academic	PROPN
ajlm-1504	22	73	hospital	hospital	PROPN
ajlm-1504	22	74	(	(	PUNCT
ajlm-1504	22	75	cmjah	cmjah	PROPN
ajlm-1504	22	76	)	)	PUNCT
ajlm-1504	22	77	is	be	AUX
ajlm-1504	22	78	the	the	DET
ajlm-1504	22	79	largest	large	ADJ
ajlm-1504	22	80	nhls	nhls	ADJ
ajlm-1504	22	81	reference	reference	NOUN
ajlm-1504	22	82	laboratory	laboratory	NOUN
ajlm-1504	22	83	in	in	ADP
ajlm-1504	22	84	south	south	PROPN
ajlm-1504	22	85	africa	africa	PROPN
ajlm-1504	22	86	.	.	PUNCT
ajlm-1504	23	1	the	the	DET
ajlm-1504	23	2	laboratory	laboratory	NOUN
ajlm-1504	23	3	is	be	AUX
ajlm-1504	23	4	international	international	ADJ
ajlm-1504	23	5	standards	standard	NOUN
ajlm-1504	23	6	organization	organization	NOUN
ajlm-1504	23	7	15189	15189	NUM
ajlm-1504	23	8	-	-	PUNCT
ajlm-1504	23	9	accredited	accredit	VERB
ajlm-1504	23	10	and	and	CCONJ
ajlm-1504	23	11	provides	provide	VERB
ajlm-1504	23	12	quality	quality	NOUN
ajlm-1504	23	13	results	result	NOUN
ajlm-1504	23	14	that	that	PRON
ajlm-1504	23	15	contribute	contribute	VERB
ajlm-1504	23	16	to	to	PART
ajlm-1504	23	17	patient	patient	ADJ
ajlm-1504	23	18	care.2	care.2	PROPN
ajlm-1504	23	19	this	this	DET
ajlm-1504	23	20	laboratory	laboratory	NOUN
ajlm-1504	23	21	houses	house	VERB
ajlm-1504	23	22	the	the	DET
ajlm-1504	23	23	largest	large	ADJ
ajlm-1504	23	24	automated	automate	VERB
ajlm-1504	23	25	laboratory	laboratory	NOUN
ajlm-1504	23	26	track	track	NOUN
ajlm-1504	23	27	system	system	NOUN
ajlm-1504	23	28	within	within	ADP
ajlm-1504	23	29	the	the	DET
ajlm-1504	23	30	nhls	nhls	PROPN
ajlm-1504	23	31	network	network	NOUN
ajlm-1504	23	32	that	that	PRON
ajlm-1504	23	33	allows	allow	VERB
ajlm-1504	23	34	third	third	ADJ
ajlm-1504	23	35	-	-	PUNCT
ajlm-1504	23	36	party	party	NOUN
ajlm-1504	23	37	instrument	instrument	NOUN
ajlm-1504	23	38	connectivity	connectivity	NOUN
ajlm-1504	23	39	,	,	PUNCT
ajlm-1504	23	40	thus	thus	ADV
ajlm-1504	23	41	providing	provide	VERB
ajlm-1504	23	42	a	a	DET
ajlm-1504	23	43	wide	wide	ADJ
ajlm-1504	23	44	repertoire	repertoire	NOUN
ajlm-1504	23	45	of	of	ADP
ajlm-1504	23	46	clinical	clinical	ADJ
ajlm-1504	23	47	pathology	pathology	NOUN
ajlm-1504	23	48	services.3	services.3	VERB
ajlm-1504	23	49	the	the	DET
ajlm-1504	23	50	automated	automate	VERB
ajlm-1504	23	51	track	track	NOUN
ajlm-1504	23	52	creates	create	VERB
ajlm-1504	23	53	a	a	DET
ajlm-1504	23	54	harmonious	harmonious	ADJ
ajlm-1504	23	55	flow	flow	NOUN
ajlm-1504	23	56	of	of	ADP
ajlm-1504	23	57	samples	sample	NOUN
ajlm-1504	23	58	through	through	ADP
ajlm-1504	23	59	the	the	DET
ajlm-1504	23	60	pre	pre	NOUN
ajlm-1504	23	61	-	-	ADJ
ajlm-1504	23	62	analytical	analytical	ADJ
ajlm-1504	23	63	,	,	PUNCT
ajlm-1504	23	64	analytical	analytical	ADJ
ajlm-1504	23	65	and	and	CCONJ
ajlm-1504	23	66	post	post	ADJ
ajlm-1504	23	67	-	-	ADJ
ajlm-1504	23	68	analytical	analytical	ADJ
ajlm-1504	23	69	phases	phase	NOUN
ajlm-1504	23	70	and	and	CCONJ
ajlm-1504	23	71	ensures	ensure	VERB
ajlm-1504	23	72	that	that	SCONJ
ajlm-1504	23	73	the	the	DET
ajlm-1504	23	74	laboratory	laboratory	NOUN
ajlm-1504	23	75	can	can	AUX
ajlm-1504	23	76	provide	provide	VERB
ajlm-1504	23	77	state	state	NOUN
ajlm-1504	23	78	-	-	PUNCT
ajlm-1504	23	79	of	of	ADP
ajlm-1504	23	80	-	-	PUNCT
ajlm-1504	23	81	the	the	DET
ajlm-1504	23	82	-	-	PUNCT
ajlm-1504	23	83	art	art	NOUN
ajlm-1504	23	84	diagnostic	diagnostic	ADJ
ajlm-1504	23	85	services	service	NOUN
ajlm-1504	23	86	with	with	ADP
ajlm-1504	23	87	efficiency	efficiency	NOUN
ajlm-1504	23	88	,	,	PUNCT
ajlm-1504	23	89	improved	improve	VERB
ajlm-1504	23	90	turn	turn	NOUN
ajlm-1504	23	91	-	-	PUNCT
ajlm-1504	23	92	around	around	ADP
ajlm-1504	23	93	times	time	NOUN
ajlm-1504	23	94	,	,	PUNCT
ajlm-1504	23	95	and	and	CCONJ
ajlm-1504	23	96	minimal	minimal	ADJ
ajlm-1504	23	97	wastage.3	wastage.3	NOUN
ajlm-1504	23	98	an	an	DET
ajlm-1504	23	99	estimated	estimate	VERB
ajlm-1504	23	100	4.8	4.8	NUM
ajlm-1504	23	101	million	million	NUM
ajlm-1504	23	102	tests	test	NOUN
ajlm-1504	23	103	are	be	AUX
ajlm-1504	23	104	performed	perform	VERB
ajlm-1504	23	105	annually	annually	ADV
ajlm-1504	23	106	at	at	ADP
ajlm-1504	23	107	the	the	DET
ajlm-1504	23	108	cmjah	cmjah	PROPN
ajlm-1504	23	109	laboratory	laboratory	NOUN
ajlm-1504	23	110	,	,	PUNCT
ajlm-1504	23	111	with	with	ADP
ajlm-1504	23	112	steady	steady	ADJ
ajlm-1504	23	113	year	year	NOUN
ajlm-1504	23	114	-	-	PUNCT
ajlm-1504	23	115	on	on	ADP
ajlm-1504	23	116	-	-	PUNCT
ajlm-1504	23	117	year	year	NOUN
ajlm-1504	23	118	increases	increase	NOUN
ajlm-1504	23	119	recorded	record	VERB
ajlm-1504	23	120	.	.	PUNCT
ajlm-1504	24	1	the	the	DET
ajlm-1504	24	2	receiving	receive	VERB
ajlm-1504	24	3	office	office	NOUN
ajlm-1504	24	4	(	(	PUNCT
ajlm-1504	24	5	ro	ro	X
ajlm-1504	24	6	)	)	PUNCT
ajlm-1504	24	7	plays	play	VERB
ajlm-1504	24	8	a	a	DET
ajlm-1504	24	9	pivotal	pivotal	ADJ
ajlm-1504	24	10	role	role	NOUN
ajlm-1504	24	11	in	in	ADP
ajlm-1504	24	12	the	the	DET
ajlm-1504	24	13	correct	correct	ADJ
ajlm-1504	24	14	and	and	CCONJ
ajlm-1504	24	15	timeous	timeous	ADJ
ajlm-1504	24	16	capturing	capturing	NOUN
ajlm-1504	24	17	of	of	ADP
ajlm-1504	24	18	samples	sample	NOUN
ajlm-1504	24	19	into	into	ADP
ajlm-1504	24	20	the	the	DET
ajlm-1504	24	21	laboratory	laboratory	NOUN
ajlm-1504	24	22	information	information	NOUN
ajlm-1504	24	23	system	system	NOUN
ajlm-1504	24	24	(	(	PUNCT
ajlm-1504	24	25	lis	li	NOUN
ajlm-1504	24	26	)	)	PUNCT
ajlm-1504	24	27	to	to	PART
ajlm-1504	24	28	facilitate	facilitate	VERB
ajlm-1504	24	29	the	the	DET
ajlm-1504	24	30	delivery	delivery	NOUN
ajlm-1504	24	31	of	of	ADP
ajlm-1504	24	32	patients	patient	NOUN
ajlm-1504	24	33	’	'	PUNCT
ajlm-1504	24	34	reports	report	NOUN
ajlm-1504	24	35	and	and	CCONJ
ajlm-1504	24	36	expenditure	expenditure	NOUN
ajlm-1504	24	37	reporting	reporting	NOUN
ajlm-1504	24	38	.	.	PUNCT
ajlm-1504	25	1	unfortunately	unfortunately	ADV
ajlm-1504	25	2	,	,	PUNCT
ajlm-1504	25	3	unlike	unlike	ADP
ajlm-1504	25	4	the	the	DET
ajlm-1504	25	5	analytical	analytical	ADJ
ajlm-1504	25	6	phase	phase	NOUN
ajlm-1504	25	7	at	at	ADP
ajlm-1504	25	8	the	the	DET
ajlm-1504	25	9	cmjah	cmjah	PROPN
ajlm-1504	25	10	laboratory	laboratory	NOUN
ajlm-1504	25	11	,	,	PUNCT
ajlm-1504	25	12	the	the	DET
ajlm-1504	25	13	pre	pre	ADJ
ajlm-1504	25	14	-	-	ADJ
ajlm-1504	25	15	analytical	analytical	ADJ
ajlm-1504	25	16	processes	process	NOUN
ajlm-1504	25	17	at	at	ADP
ajlm-1504	25	18	the	the	DET
ajlm-1504	25	19	ro	ro	NOUN
ajlm-1504	25	20	are	be	AUX
ajlm-1504	25	21	not	not	PART
ajlm-1504	25	22	automated	automate	VERB
ajlm-1504	25	23	.	.	PUNCT
ajlm-1504	26	1	pre	pre	NOUN
ajlm-1504	26	2	-	-	NOUN
ajlm-1504	26	3	analytics	analytic	NOUN
ajlm-1504	26	4	refer	refer	VERB
ajlm-1504	26	5	to	to	ADP
ajlm-1504	26	6	the	the	DET
ajlm-1504	26	7	procedures	procedure	NOUN
ajlm-1504	26	8	carried	carry	VERB
ajlm-1504	26	9	out	out	ADP
ajlm-1504	26	10	before	before	ADP
ajlm-1504	26	11	actual	actual	ADJ
ajlm-1504	26	12	sample	sample	NOUN
ajlm-1504	26	13	testing	testing	NOUN
ajlm-1504	26	14	and	and	CCONJ
ajlm-1504	26	15	include	include	VERB
ajlm-1504	26	16	patient	patient	ADJ
ajlm-1504	26	17	identification	identification	NOUN
ajlm-1504	26	18	,	,	PUNCT
ajlm-1504	26	19	preparation	preparation	NOUN
ajlm-1504	26	20	,	,	PUNCT
ajlm-1504	26	21	sample	sample	NOUN
ajlm-1504	26	22	collection	collection	NOUN
ajlm-1504	26	23	,	,	PUNCT
ajlm-1504	26	24	sample	sample	NOUN
ajlm-1504	26	25	packaging	packaging	NOUN
ajlm-1504	26	26	,	,	PUNCT
ajlm-1504	26	27	sample	sample	NOUN
ajlm-1504	26	28	transportation	transportation	NOUN
ajlm-1504	26	29	,	,	PUNCT
ajlm-1504	26	30	and	and	CCONJ
ajlm-1504	26	31	sample	sample	NOUN
ajlm-1504	26	32	preparation	preparation	NOUN
ajlm-1504	26	33	for	for	ADP
ajlm-1504	26	34	analysis	analysis	NOUN
ajlm-1504	26	35	and	and	CCONJ
ajlm-1504	26	36	storage.4	storage.4	PROPN
ajlm-1504	26	37	currently	currently	ADV
ajlm-1504	26	38	,	,	PUNCT
ajlm-1504	26	39	the	the	DET
ajlm-1504	26	40	ro	ro	NOUN
ajlm-1504	26	41	receives	receives	AUX
ajlm-1504	26	42	completed	complete	VERB
ajlm-1504	26	43	paper	paper	NOUN
ajlm-1504	26	44	-	-	PUNCT
ajlm-1504	26	45	based	base	VERB
ajlm-1504	26	46	request	request	NOUN
ajlm-1504	26	47	forms	form	NOUN
ajlm-1504	26	48	to	to	PART
ajlm-1504	26	49	start	start	VERB
ajlm-1504	26	50	the	the	DET
ajlm-1504	26	51	data	datum	NOUN
ajlm-1504	26	52	capture	capture	NOUN
ajlm-1504	26	53	process	process	NOUN
ajlm-1504	26	54	,	,	PUNCT
ajlm-1504	26	55	which	which	PRON
ajlm-1504	26	56	is	be	AUX
ajlm-1504	26	57	time	time	NOUN
ajlm-1504	26	58	-	-	PUNCT
ajlm-1504	26	59	consuming	consume	VERB
ajlm-1504	26	60	as	as	SCONJ
ajlm-1504	26	61	it	it	PRON
ajlm-1504	26	62	requires	require	VERB
ajlm-1504	26	63	the	the	DET
ajlm-1504	26	64	entry	entry	NOUN
ajlm-1504	26	65	of	of	ADP
ajlm-1504	26	66	details	detail	NOUN
ajlm-1504	26	67	of	of	ADP
ajlm-1504	26	68	the	the	DET
ajlm-1504	26	69	health	health	NOUN
ajlm-1504	26	70	facility	facility	NOUN
ajlm-1504	26	71	,	,	PUNCT
ajlm-1504	26	72	healthcare	healthcare	NOUN
ajlm-1504	26	73	worker	worker	NOUN
ajlm-1504	26	74	,	,	PUNCT
ajlm-1504	26	75	patient	patient	ADJ
ajlm-1504	26	76	,	,	PUNCT
ajlm-1504	26	77	and	and	CCONJ
ajlm-1504	26	78	requested	request	VERB
ajlm-1504	26	79	test	test	NOUN
ajlm-1504	26	80	into	into	ADP
ajlm-1504	26	81	the	the	DET
ajlm-1504	26	82	lis	li	NOUN
ajlm-1504	26	83	.	.	PUNCT
ajlm-1504	27	1	details	detail	NOUN
ajlm-1504	27	2	such	such	ADJ
ajlm-1504	27	3	as	as	ADP
ajlm-1504	27	4	the	the	DET
ajlm-1504	27	5	time	time	NOUN
ajlm-1504	27	6	of	of	ADP
ajlm-1504	27	7	sample	sample	NOUN
ajlm-1504	27	8	receipt	receipt	NOUN
ajlm-1504	27	9	,	,	PUNCT
ajlm-1504	27	10	sample	sample	NOUN
ajlm-1504	27	11	sorting	sorting	NOUN
ajlm-1504	27	12	,	,	PUNCT
ajlm-1504	27	13	data	datum	NOUN
ajlm-1504	27	14	capture	capture	NOUN
ajlm-1504	27	15	,	,	PUNCT
ajlm-1504	27	16	and	and	CCONJ
ajlm-1504	27	17	delivery	delivery	NOUN
ajlm-1504	27	18	to	to	ADP
ajlm-1504	27	19	the	the	DET
ajlm-1504	27	20	laboratory	laboratory	NOUN
ajlm-1504	27	21	are	be	AUX
ajlm-1504	27	22	also	also	ADV
ajlm-1504	27	23	manually	manually	ADV
ajlm-1504	27	24	entered	enter	VERB
ajlm-1504	27	25	into	into	ADP
ajlm-1504	27	26	the	the	DET
ajlm-1504	27	27	lis	li	NOUN
ajlm-1504	27	28	.	.	PUNCT
ajlm-1504	28	1	furthermore	furthermore	ADV
ajlm-1504	28	2	,	,	PUNCT
ajlm-1504	28	3	in	in	ADP
ajlm-1504	28	4	the	the	DET
ajlm-1504	28	5	present	present	ADJ
ajlm-1504	28	6	system	system	NOUN
ajlm-1504	28	7	,	,	PUNCT
ajlm-1504	28	8	samples	sample	NOUN
ajlm-1504	28	9	are	be	AUX
ajlm-1504	28	10	handled	handle	VERB
ajlm-1504	28	11	multiple	multiple	ADJ
ajlm-1504	28	12	times	time	NOUN
ajlm-1504	28	13	in	in	ADP
ajlm-1504	28	14	the	the	DET
ajlm-1504	28	15	ro	ro	NOUN
ajlm-1504	28	16	in	in	ADP
ajlm-1504	28	17	contrast	contrast	NOUN
ajlm-1504	28	18	to	to	ADP
ajlm-1504	28	19	the	the	DET
ajlm-1504	28	20	analytical	analytical	ADJ
ajlm-1504	28	21	phase	phase	NOUN
ajlm-1504	28	22	where	where	SCONJ
ajlm-1504	28	23	the	the	DET
ajlm-1504	28	24	automated	automate	VERB
ajlm-1504	28	25	track	track	NOUN
ajlm-1504	28	26	uses	use	VERB
ajlm-1504	28	27	a	a	DET
ajlm-1504	28	28	one	one	NUM
ajlm-1504	28	29	-	-	PUNCT
ajlm-1504	28	30	touch	touch	NOUN
ajlm-1504	28	31	approach.3	approach.3	ADP
ajlm-1504	28	32	in	in	ADP
ajlm-1504	28	33	other	other	ADJ
ajlm-1504	28	34	settings	setting	NOUN
ajlm-1504	28	35	,	,	PUNCT
ajlm-1504	28	36	many	many	ADJ
ajlm-1504	28	37	of	of	ADP
ajlm-1504	28	38	these	these	DET
ajlm-1504	28	39	manual	manual	ADJ
ajlm-1504	28	40	processes	process	NOUN
ajlm-1504	28	41	can	can	AUX
ajlm-1504	28	42	be	be	AUX
ajlm-1504	28	43	automated	automate	VERB
ajlm-1504	28	44	through	through	ADP
ajlm-1504	28	45	order	order	NOUN
ajlm-1504	28	46	entry	entry	NOUN
ajlm-1504	28	47	(	(	PUNCT
ajlm-1504	28	48	oe	oe	PROPN
ajlm-1504	28	49	)	)	PUNCT
ajlm-1504	28	50	.	.	PUNCT
ajlm-1504	29	1	for	for	ADP
ajlm-1504	29	2	example	example	NOUN
ajlm-1504	29	3	,	,	PUNCT
ajlm-1504	29	4	public	public	ADJ
ajlm-1504	29	5	sector	sector	NOUN
ajlm-1504	29	6	laboratories	laboratory	NOUN
ajlm-1504	29	7	such	such	ADJ
ajlm-1504	29	8	as	as	ADP
ajlm-1504	29	9	the	the	DET
ajlm-1504	29	10	inkosi	inkosi	PROPN
ajlm-1504	29	11	albert	albert	PROPN
ajlm-1504	29	12	luthuli	luthuli	PROPN
ajlm-1504	29	13	central	central	PROPN
ajlm-1504	29	14	hospital	hospital	PROPN
ajlm-1504	29	15	have	have	AUX
ajlm-1504	29	16	adopted	adopt	VERB
ajlm-1504	29	17	a	a	DET
ajlm-1504	29	18	paperless	paperless	NOUN
ajlm-1504	29	19	approach	approach	NOUN
ajlm-1504	29	20	that	that	PRON
ajlm-1504	29	21	uses	use	VERB
ajlm-1504	29	22	oe	oe	PROPN
ajlm-1504	29	23	to	to	PART
ajlm-1504	29	24	replace	replace	VERB
ajlm-1504	29	25	multiple	multiple	ADJ
ajlm-1504	29	26	manual	manual	NOUN
ajlm-1504	29	27	ro	ro	X
ajlm-1504	29	28	tasks.5	tasks.5	PROPN
ajlm-1504	29	29	order	order	NOUN
ajlm-1504	29	30	entry	entry	NOUN
ajlm-1504	29	31	is	be	AUX
ajlm-1504	29	32	an	an	DET
ajlm-1504	29	33	application	application	NOUN
ajlm-1504	29	34	that	that	PRON
ajlm-1504	29	35	enables	enable	VERB
ajlm-1504	29	36	healthcare	healthcare	NOUN
ajlm-1504	29	37	workers	worker	NOUN
ajlm-1504	29	38	to	to	PART
ajlm-1504	29	39	create	create	VERB
ajlm-1504	29	40	electronic	electronic	ADJ
ajlm-1504	29	41	orders	order	NOUN
ajlm-1504	29	42	within	within	ADP
ajlm-1504	29	43	the	the	DET
ajlm-1504	29	44	facility,6	facility,6	ADJ
ajlm-1504	29	45	replacing	replace	VERB
ajlm-1504	29	46	traditional	traditional	ADJ
ajlm-1504	29	47	pen	pen	NOUN
ajlm-1504	29	48	-	-	PUNCT
ajlm-1504	29	49	and	and	CCONJ
ajlm-1504	29	50	-	-	PUNCT
ajlm-1504	29	51	paper	paper	NOUN
ajlm-1504	29	52	methods	method	NOUN
ajlm-1504	29	53	for	for	ADP
ajlm-1504	29	54	ordering	order	VERB
ajlm-1504	29	55	laboratory	laboratory	NOUN
ajlm-1504	29	56	investigations	investigation	NOUN
ajlm-1504	29	57	using	use	VERB
ajlm-1504	29	58	request	request	NOUN
ajlm-1504	29	59	forms	form	NOUN
ajlm-1504	29	60	.	.	PUNCT
ajlm-1504	30	1	a	a	DET
ajlm-1504	30	2	simplified	simplified	ADJ
ajlm-1504	30	3	linear	linear	ADJ
ajlm-1504	30	4	workflow	workflow	NOUN
ajlm-1504	30	5	for	for	ADP
ajlm-1504	30	6	oe	oe	PROPN
ajlm-1504	30	7	would	would	AUX
ajlm-1504	30	8	be	be	AUX
ajlm-1504	30	9	as	as	SCONJ
ajlm-1504	30	10	follows	follow	VERB
ajlm-1504	30	11	:	:	PUNCT
ajlm-1504	30	12	at	at	ADP
ajlm-1504	30	13	source	source	NOUN
ajlm-1504	30	14	,	,	PUNCT
ajlm-1504	30	15	the	the	DET
ajlm-1504	30	16	healthcare	healthcare	NOUN
ajlm-1504	30	17	worker	worker	NOUN
ajlm-1504	30	18	identifies	identify	VERB
ajlm-1504	30	19	the	the	DET
ajlm-1504	30	20	need	need	NOUN
ajlm-1504	30	21	for	for	ADP
ajlm-1504	30	22	a	a	DET
ajlm-1504	30	23	laboratory	laboratory	NOUN
ajlm-1504	30	24	test	test	NOUN
ajlm-1504	30	25	to	to	PART
ajlm-1504	30	26	be	be	AUX
ajlm-1504	30	27	performed	perform	VERB
ajlm-1504	30	28	and	and	CCONJ
ajlm-1504	30	29	uses	use	VERB
ajlm-1504	30	30	the	the	DET
ajlm-1504	30	31	oe	oe	PROPN
ajlm-1504	30	32	application	application	NOUN
ajlm-1504	30	33	to	to	PART
ajlm-1504	30	34	select	select	VERB
ajlm-1504	30	35	the	the	DET
ajlm-1504	30	36	tests	test	NOUN
ajlm-1504	30	37	required	require	VERB
ajlm-1504	30	38	,	,	PUNCT
ajlm-1504	30	39	with	with	ADP
ajlm-1504	30	40	the	the	DET
ajlm-1504	30	41	patient	patient	NOUN
ajlm-1504	30	42	and	and	CCONJ
ajlm-1504	30	43	healthcare	healthcare	PROPN
ajlm-1504	30	44	worker	worker	PROPN
ajlm-1504	30	45	information	information	NOUN
ajlm-1504	30	46	populated	populate	VERB
ajlm-1504	30	47	by	by	ADP
ajlm-1504	30	48	an	an	DET
ajlm-1504	30	49	electronic	electronic	ADJ
ajlm-1504	30	50	patient	patient	NOUN
ajlm-1504	30	51	record	record	NOUN
ajlm-1504	30	52	system	system	NOUN
ajlm-1504	30	53	(	(	PUNCT
ajlm-1504	30	54	eprc	eprc	NOUN
ajlm-1504	30	55	)	)	PUNCT
ajlm-1504	30	56	.	.	PUNCT
ajlm-1504	31	1	the	the	DET
ajlm-1504	31	2	order	order	NOUN
ajlm-1504	31	3	is	be	AUX
ajlm-1504	31	4	then	then	ADV
ajlm-1504	31	5	electronically	electronically	ADV
ajlm-1504	31	6	transcribed	transcribe	VERB
ajlm-1504	31	7	and	and	CCONJ
ajlm-1504	31	8	sent	send	VERB
ajlm-1504	31	9	to	to	ADP
ajlm-1504	31	10	the	the	DET
ajlm-1504	31	11	national	national	ADJ
ajlm-1504	31	12	lis	li	NOUN
ajlm-1504	31	13	where	where	SCONJ
ajlm-1504	31	14	it	it	PRON
ajlm-1504	31	15	is	be	AUX
ajlm-1504	31	16	accepted	accept	VERB
ajlm-1504	31	17	and	and	CCONJ
ajlm-1504	31	18	the	the	DET
ajlm-1504	31	19	testing	testing	NOUN
ajlm-1504	31	20	process	process	NOUN
ajlm-1504	31	21	commences	commence	VERB
ajlm-1504	31	22	.	.	PUNCT
ajlm-1504	32	1	after	after	ADP
ajlm-1504	32	2	results	result	NOUN
ajlm-1504	32	3	authorisation	authorisation	NOUN
ajlm-1504	32	4	,	,	PUNCT
ajlm-1504	32	5	data	datum	NOUN
ajlm-1504	32	6	are	be	AUX
ajlm-1504	32	7	translated	translate	VERB
ajlm-1504	32	8	back	back	ADV
ajlm-1504	32	9	to	to	ADP
ajlm-1504	32	10	the	the	DET
ajlm-1504	32	11	eprc	eprc	NOUN
ajlm-1504	32	12	and	and	CCONJ
ajlm-1504	32	13	patient	patient	ADJ
ajlm-1504	32	14	care	care	NOUN
ajlm-1504	32	15	is	be	AUX
ajlm-1504	32	16	provided	provide	VERB
ajlm-1504	32	17	based	base	VERB
ajlm-1504	32	18	on	on	ADP
ajlm-1504	32	19	the	the	DET
ajlm-1504	32	20	results.7	results.7	NOUN
ajlm-1504	32	21	with	with	ADP
ajlm-1504	32	22	the	the	DET
ajlm-1504	32	23	oe	oe	PROPN
ajlm-1504	32	24	workflow	workflow	NOUN
ajlm-1504	32	25	,	,	PUNCT
ajlm-1504	32	26	all	all	DET
ajlm-1504	32	27	the	the	DET
ajlm-1504	32	28	required	required	ADJ
ajlm-1504	32	29	information	information	NOUN
ajlm-1504	32	30	is	be	AUX
ajlm-1504	32	31	transmitted	transmit	VERB
ajlm-1504	32	32	electronically	electronically	ADV
ajlm-1504	32	33	and	and	CCONJ
ajlm-1504	32	34	testing	testing	NOUN
ajlm-1504	32	35	can	can	AUX
ajlm-1504	32	36	commence	commence	VERB
ajlm-1504	32	37	with	with	ADP
ajlm-1504	32	38	minimal	minimal	ADJ
ajlm-1504	32	39	ro	ro	NOUN
ajlm-1504	32	40	processing	processing	NOUN
ajlm-1504	32	41	,	,	PUNCT
ajlm-1504	32	42	thus	thus	ADV
ajlm-1504	32	43	minimising	minimise	VERB
ajlm-1504	32	44	transcription	transcription	NOUN
ajlm-1504	32	45	errors	error	NOUN
ajlm-1504	32	46	and	and	CCONJ
ajlm-1504	32	47	improving	improve	VERB
ajlm-1504	32	48	order	order	NOUN
ajlm-1504	32	49	response,8	response,8	ADJ
ajlm-1504	32	50	turn	turn	VERB
ajlm-1504	32	51	-	-	PUNCT
ajlm-1504	32	52	around	around	ADP
ajlm-1504	32	53	time	time	NOUN
ajlm-1504	32	54	,	,	PUNCT
ajlm-1504	32	55	test	test	NOUN
ajlm-1504	32	56	ordering	ordering	NOUN
ajlm-1504	32	57	efficiency	efficiency	NOUN
ajlm-1504	32	58	,	,	PUNCT
ajlm-1504	32	59	laboratory	laboratory	NOUN
ajlm-1504	32	60	utilisation	utilisation	NOUN
ajlm-1504	32	61	,	,	PUNCT
ajlm-1504	32	62	and	and	CCONJ
ajlm-1504	32	63	,	,	PUNCT
ajlm-1504	32	64	ultimately	ultimately	ADV
ajlm-1504	32	65	,	,	PUNCT
ajlm-1504	32	66	patient	patient	ADJ
ajlm-1504	32	67	care.9,10	care.9,10	NOUN
ajlm-1504	32	68	as	as	SCONJ
ajlm-1504	32	69	oe	oe	PROPN
ajlm-1504	32	70	is	be	AUX
ajlm-1504	32	71	part	part	NOUN
ajlm-1504	32	72	of	of	ADP
ajlm-1504	32	73	the	the	DET
ajlm-1504	32	74	clinical	clinical	ADJ
ajlm-1504	32	75	workflow	workflow	NOUN
ajlm-1504	32	76	,	,	PUNCT
ajlm-1504	32	77	it	it	PRON
ajlm-1504	32	78	should	should	AUX
ajlm-1504	32	79	ideally	ideally	ADV
ajlm-1504	32	80	be	be	AUX
ajlm-1504	32	81	implemented	implement	VERB
ajlm-1504	32	82	as	as	ADP
ajlm-1504	32	83	a	a	DET
ajlm-1504	32	84	collaborative	collaborative	ADJ
ajlm-1504	32	85	effort	effort	NOUN
ajlm-1504	32	86	with	with	ADP
ajlm-1504	32	87	the	the	DET
ajlm-1504	32	88	entire	entire	ADJ
ajlm-1504	32	89	healthcare	healthcare	NOUN
ajlm-1504	32	90	team.7	team.7	NOUN
ajlm-1504	32	91	order	order	NOUN
ajlm-1504	32	92	entry	entry	NOUN
ajlm-1504	32	93	can	can	AUX
ajlm-1504	32	94	influence	influence	VERB
ajlm-1504	32	95	and	and	CCONJ
ajlm-1504	32	96	control	control	VERB
ajlm-1504	32	97	test	test	NOUN
ajlm-1504	32	98	ordering	order	VERB
ajlm-1504	32	99	patterns	pattern	NOUN
ajlm-1504	32	100	through	through	ADP
ajlm-1504	32	101	structured	structured	ADJ
ajlm-1504	32	102	order	order	NOUN
ajlm-1504	32	103	screens	screen	NOUN
ajlm-1504	32	104	,	,	PUNCT
ajlm-1504	32	105	manipulation	manipulation	NOUN
ajlm-1504	32	106	of	of	ADP
ajlm-1504	32	107	order	order	NOUN
ajlm-1504	32	108	sets	set	NOUN
ajlm-1504	32	109	and	and	CCONJ
ajlm-1504	32	110	the	the	DET
ajlm-1504	32	111	analysis	analysis	NOUN
ajlm-1504	32	112	of	of	ADP
ajlm-1504	32	113	real	real	ADJ
ajlm-1504	32	114	-	-	PUNCT
ajlm-1504	32	115	time	time	NOUN
ajlm-1504	32	116	data	datum	NOUN
ajlm-1504	32	117	to	to	PART
ajlm-1504	32	118	assess	assess	VERB
ajlm-1504	32	119	the	the	DET
ajlm-1504	32	120	impact	impact	NOUN
ajlm-1504	32	121	of	of	ADP
ajlm-1504	32	122	such	such	ADJ
ajlm-1504	32	123	changes.10	changes.10	NOUN
ajlm-1504	32	124	this	this	PRON
ajlm-1504	32	125	is	be	AUX
ajlm-1504	32	126	especially	especially	ADV
ajlm-1504	32	127	important	important	ADJ
ajlm-1504	32	128	in	in	ADP
ajlm-1504	32	129	the	the	DET
ajlm-1504	32	130	context	context	NOUN
ajlm-1504	32	131	of	of	ADP
ajlm-1504	32	132	national	national	ADJ
ajlm-1504	32	133	treatment	treatment	NOUN
ajlm-1504	32	134	guidelines	guideline	NOUN
ajlm-1504	32	135	such	such	ADJ
ajlm-1504	32	136	as	as	ADP
ajlm-1504	32	137	for	for	ADP
ajlm-1504	32	138	the	the	DET
ajlm-1504	32	139	care	care	NOUN
ajlm-1504	32	140	of	of	ADP
ajlm-1504	32	141	hiv	hiv	PROPN
ajlm-1504	32	142	-	-	PUNCT
ajlm-1504	32	143	positive	positive	ADJ
ajlm-1504	32	144	patients	patient	NOUN
ajlm-1504	32	145	,	,	PUNCT
ajlm-1504	32	146	in	in	ADP
ajlm-1504	32	147	which	which	PRON
ajlm-1504	32	148	tests	test	NOUN
ajlm-1504	32	149	are	be	AUX
ajlm-1504	32	150	performed	perform	VERB
ajlm-1504	32	151	based	base	VERB
ajlm-1504	32	152	on	on	ADP
ajlm-1504	32	153	standardised	standardised	ADJ
ajlm-1504	32	154	patient	patient	NOUN
ajlm-1504	32	155	workup	workup	NOUN
ajlm-1504	32	156	and	and	CCONJ
ajlm-1504	32	157	care.11	care.11	ADJ
ajlm-1504	32	158	electronic	electronic	ADJ
ajlm-1504	32	159	gatekeeping	gatekeeping	NOUN
ajlm-1504	32	160	,	,	PUNCT
ajlm-1504	32	161	which	which	PRON
ajlm-1504	32	162	is	be	AUX
ajlm-1504	32	163	used	use	VERB
ajlm-1504	32	164	to	to	PART
ajlm-1504	32	165	reduce	reduce	VERB
ajlm-1504	32	166	unnecessary	unnecessary	ADJ
ajlm-1504	32	167	test	test	NOUN
ajlm-1504	32	168	requests	request	NOUN
ajlm-1504	32	169	,	,	PUNCT
ajlm-1504	32	170	can	can	AUX
ajlm-1504	32	171	also	also	ADV
ajlm-1504	32	172	be	be	AUX
ajlm-1504	32	173	programmed	program	VERB
ajlm-1504	32	174	into	into	ADP
ajlm-1504	32	175	the	the	DET
ajlm-1504	32	176	oe	oe	PROPN
ajlm-1504	32	177	application	application	NOUN
ajlm-1504	32	178	to	to	PART
ajlm-1504	32	179	alert	alert	VERB
ajlm-1504	32	180	clinicians	clinician	NOUN
ajlm-1504	32	181	at	at	ADP
ajlm-1504	32	182	the	the	DET
ajlm-1504	32	183	time	time	NOUN
ajlm-1504	32	184	of	of	ADP
ajlm-1504	32	185	placing	place	VERB
ajlm-1504	32	186	an	an	DET
ajlm-1504	32	187	order	order	NOUN
ajlm-1504	32	188	that	that	SCONJ
ajlm-1504	32	189	their	their	PRON
ajlm-1504	32	190	samples	sample	NOUN
ajlm-1504	32	191	will	will	AUX
ajlm-1504	32	192	likely	likely	ADV
ajlm-1504	32	193	not	not	PART
ajlm-1504	32	194	be	be	AUX
ajlm-1504	32	195	processed.11	processed.11	VERB
ajlm-1504	32	196	this	this	DET
ajlm-1504	32	197	study	study	NOUN
ajlm-1504	32	198	aimed	aim	VERB
ajlm-1504	32	199	to	to	PART
ajlm-1504	32	200	assess	assess	VERB
ajlm-1504	32	201	the	the	DET
ajlm-1504	32	202	comprehensive	comprehensive	ADJ
ajlm-1504	32	203	cost	cost	NOUN
ajlm-1504	32	204	of	of	ADP
ajlm-1504	32	205	running	run	VERB
ajlm-1504	32	206	a	a	DET
ajlm-1504	32	207	full	full	ADJ
ajlm-1504	32	208	-	-	PUNCT
ajlm-1504	32	209	service	service	NOUN
ajlm-1504	32	210	ro	ro	NOUN
ajlm-1504	32	211	at	at	ADP
ajlm-1504	32	212	a	a	DET
ajlm-1504	32	213	busy	busy	ADJ
ajlm-1504	32	214	centralised	centralised	ADJ
ajlm-1504	32	215	academic	academic	ADJ
ajlm-1504	32	216	laboratory	laboratory	NOUN
ajlm-1504	32	217	that	that	PRON
ajlm-1504	32	218	processes	process	VERB
ajlm-1504	32	219	local	local	ADJ
ajlm-1504	32	220	samples	sample	NOUN
ajlm-1504	32	221	and	and	CCONJ
ajlm-1504	32	222	receives	receive	VERB
ajlm-1504	32	223	referred	refer	VERB
ajlm-1504	32	224	samples	sample	NOUN
ajlm-1504	32	225	for	for	ADP
ajlm-1504	32	226	specialist	specialist	ADJ
ajlm-1504	32	227	pathology	pathology	NOUN
ajlm-1504	32	228	testing	testing	NOUN
ajlm-1504	32	229	and	and	CCONJ
ajlm-1504	32	230	to	to	PART
ajlm-1504	32	231	assess	assess	VERB
ajlm-1504	32	232	the	the	DET
ajlm-1504	32	233	impact	impact	NOUN
ajlm-1504	32	234	of	of	ADP
ajlm-1504	32	235	the	the	DET
ajlm-1504	32	236	implementation	implementation	NOUN
ajlm-1504	32	237	of	of	ADP
ajlm-1504	32	238	oe	oe	PROPN
ajlm-1504	32	239	on	on	ADP
ajlm-1504	32	240	ro	ro	PROPN
ajlm-1504	32	241	costs	cost	NOUN
ajlm-1504	32	242	.	.	PUNCT
ajlm-1504	33	1	methods	method	NOUN
ajlm-1504	33	2	ethical	ethical	ADJ
ajlm-1504	33	3	considerations	consideration	NOUN
ajlm-1504	33	4	ethical	ethical	ADJ
ajlm-1504	33	5	clearance	clearance	NOUN
ajlm-1504	33	6	(	(	PUNCT
ajlm-1504	33	7	approval	approval	NOUN
ajlm-1504	33	8	number	number	NOUN
ajlm-1504	33	9	:	:	PUNCT
ajlm-1504	33	10	m160978	m160978	NUM
ajlm-1504	33	11	)	)	PUNCT
ajlm-1504	33	12	was	be	AUX
ajlm-1504	33	13	obtained	obtain	VERB
ajlm-1504	33	14	from	from	ADP
ajlm-1504	33	15	the	the	DET
ajlm-1504	33	16	university	university	NOUN
ajlm-1504	33	17	of	of	ADP
ajlm-1504	33	18	the	the	DET
ajlm-1504	33	19	witwatersrand	witwatersrand	NOUN
ajlm-1504	33	20	human	human	PROPN
ajlm-1504	33	21	research	research	PROPN
ajlm-1504	33	22	ethics	ethic	NOUN
ajlm-1504	33	23	committee	committee	PROPN
ajlm-1504	33	24	(	(	PUNCT
ajlm-1504	33	25	medical	medical	ADJ
ajlm-1504	33	26	)	)	PUNCT
ajlm-1504	33	27	.	.	PUNCT
ajlm-1504	34	1	no	no	DET
ajlm-1504	34	2	patient	patient	ADJ
ajlm-1504	34	3	identifiers	identifier	NOUN
ajlm-1504	34	4	were	be	AUX
ajlm-1504	34	5	collected	collect	VERB
ajlm-1504	34	6	and	and	CCONJ
ajlm-1504	34	7	thus	thus	ADV
ajlm-1504	34	8	patient	patient	ADJ
ajlm-1504	34	9	consent	consent	NOUN
ajlm-1504	34	10	was	be	AUX
ajlm-1504	34	11	not	not	PART
ajlm-1504	34	12	required	require	VERB
ajlm-1504	34	13	.	.	PUNCT
ajlm-1504	35	1	study	study	NOUN
ajlm-1504	35	2	setting	set	VERB
ajlm-1504	35	3	this	this	DET
ajlm-1504	35	4	study	study	NOUN
ajlm-1504	35	5	was	be	AUX
ajlm-1504	35	6	conducted	conduct	VERB
ajlm-1504	35	7	at	at	ADP
ajlm-1504	35	8	the	the	DET
ajlm-1504	35	9	full	full	ADJ
ajlm-1504	35	10	-	-	PUNCT
ajlm-1504	35	11	service	service	NOUN
ajlm-1504	35	12	ro	ro	NOUN
ajlm-1504	35	13	based	base	VERB
ajlm-1504	35	14	at	at	ADP
ajlm-1504	35	15	the	the	DET
ajlm-1504	35	16	cmjah	cmjah	PROPN
ajlm-1504	35	17	laboratory	laboratory	PROPN
ajlm-1504	35	18	,	,	PUNCT
ajlm-1504	35	19	johannesburg	johannesburg	PROPN
ajlm-1504	35	20	,	,	PUNCT
ajlm-1504	35	21	south	south	PROPN
ajlm-1504	35	22	africa	africa	PROPN
ajlm-1504	35	23	.	.	PUNCT
ajlm-1504	36	1	data	datum	NOUN
ajlm-1504	36	2	are	be	AUX
ajlm-1504	36	3	reported	report	VERB
ajlm-1504	36	4	for	for	ADP
ajlm-1504	36	5	the	the	DET
ajlm-1504	36	6	april	april	PROPN
ajlm-1504	36	7	2019	2019	NUM
ajlm-1504	36	8	to	to	ADP
ajlm-1504	36	9	march	march	PROPN
ajlm-1504	36	10	2020	2020	NUM
ajlm-1504	36	11	financial	financial	ADJ
ajlm-1504	36	12	period	period	NOUN
ajlm-1504	36	13	.	.	PUNCT
ajlm-1504	37	1	workflow	workflow	NOUN
ajlm-1504	37	2	at	at	ADP
ajlm-1504	37	3	the	the	DET
ajlm-1504	37	4	charlotte	charlotte	PROPN
ajlm-1504	37	5	maxeke	maxeke	PROPN
ajlm-1504	37	6	johannesburg	johannesburg	PROPN
ajlm-1504	37	7	academic	academic	PROPN
ajlm-1504	37	8	hospital	hospital	PROPN
ajlm-1504	37	9	laboratory	laboratory	NOUN
ajlm-1504	37	10	receiving	receive	VERB
ajlm-1504	37	11	office	office	NOUN
ajlm-1504	37	12	forty	forty	NUM
ajlm-1504	37	13	-	-	PUNCT
ajlm-1504	37	14	two	two	NUM
ajlm-1504	37	15	primary	primary	ADJ
ajlm-1504	37	16	healthcare	healthcare	NOUN
ajlm-1504	37	17	(	(	PUNCT
ajlm-1504	37	18	phc	phc	PROPN
ajlm-1504	37	19	)	)	PUNCT
ajlm-1504	37	20	facilities	facility	NOUN
ajlm-1504	37	21	and	and	CCONJ
ajlm-1504	37	22	two	two	NUM
ajlm-1504	37	23	national	national	ADJ
ajlm-1504	37	24	central	central	ADJ
ajlm-1504	37	25	hospitals	hospital	NOUN
ajlm-1504	37	26	are	be	AUX
ajlm-1504	37	27	directly	directly	ADV
ajlm-1504	37	28	served	serve	VERB
ajlm-1504	37	29	by	by	ADP
ajlm-1504	37	30	the	the	DET
ajlm-1504	37	31	cmjah	cmjah	PROPN
ajlm-1504	37	32	laboratory	laboratory	NOUN
ajlm-1504	37	33	;	;	PUNCT
ajlm-1504	37	34	the	the	DET
ajlm-1504	37	35	laboratory	laboratory	NOUN
ajlm-1504	37	36	offers	offer	VERB
ajlm-1504	37	37	all	all	DET
ajlm-1504	37	38	routine	routine	ADJ
ajlm-1504	37	39	haematology	haematology	NOUN
ajlm-1504	37	40	,	,	PUNCT
ajlm-1504	37	41	chemistry	chemistry	NOUN
ajlm-1504	37	42	and	and	CCONJ
ajlm-1504	37	43	microbiology	microbiology	NOUN
ajlm-1504	37	44	testing	testing	NOUN
ajlm-1504	37	45	,	,	PUNCT
ajlm-1504	37	46	as	as	ADV
ajlm-1504	37	47	well	well	ADV
ajlm-1504	37	48	as	as	ADP
ajlm-1504	37	49	specialist	specialist	ADJ
ajlm-1504	37	50	pathology	pathology	NOUN
ajlm-1504	37	51	testing	testing	NOUN
ajlm-1504	37	52	(	(	PUNCT
ajlm-1504	37	53	e.g.	e.g.	ADV
ajlm-1504	37	54	hiv	hiv	PROPN
ajlm-1504	37	55	viral	viral	ADJ
ajlm-1504	37	56	load	load	NOUN
ajlm-1504	37	57	or	or	CCONJ
ajlm-1504	37	58	cd4	cd4	PROPN
ajlm-1504	37	59	testing	testing	NOUN
ajlm-1504	37	60	,	,	PUNCT
ajlm-1504	37	61	flow	flow	NOUN
ajlm-1504	37	62	cytometry	cytometry	NOUN
ajlm-1504	37	63	,	,	PUNCT
ajlm-1504	37	64	cytogenetics	cytogenetic	NOUN
ajlm-1504	37	65	,	,	PUNCT
ajlm-1504	37	66	etc	etc	X
ajlm-1504	37	67	.	.	X
ajlm-1504	37	68	)	)	PUNCT
ajlm-1504	37	69	.	.	PUNCT
ajlm-1504	38	1	in	in	ADP
ajlm-1504	38	2	addition	addition	NOUN
ajlm-1504	38	3	,	,	PUNCT
ajlm-1504	38	4	similar	similar	ADJ
ajlm-1504	38	5	specialised	specialised	ADJ
ajlm-1504	38	6	tests	test	NOUN
ajlm-1504	38	7	that	that	PRON
ajlm-1504	38	8	are	be	AUX
ajlm-1504	38	9	referred	refer	VERB
ajlm-1504	38	10	from	from	ADP
ajlm-1504	38	11	other	other	ADJ
ajlm-1504	38	12	phc	phc	PROPN
ajlm-1504	38	13	facilities	facility	NOUN
ajlm-1504	38	14	and	and	CCONJ
ajlm-1504	38	15	hospitals	hospital	NOUN
ajlm-1504	38	16	outside	outside	ADP
ajlm-1504	38	17	the	the	DET
ajlm-1504	38	18	immediate	immediate	ADJ
ajlm-1504	38	19	precinct	precinct	NOUN
ajlm-1504	38	20	of	of	ADP
ajlm-1504	38	21	the	the	DET
ajlm-1504	38	22	cmjah	cmjah	PROPN
ajlm-1504	38	23	laboratory	laboratory	NOUN
ajlm-1504	38	24	(	(	PUNCT
ajlm-1504	38	25	n	n	NOUN
ajlm-1504	38	26	=	=	SYM
ajlm-1504	38	27	354	354	NUM
ajlm-1504	38	28	)	)	PUNCT
ajlm-1504	38	29	are	be	AUX
ajlm-1504	38	30	also	also	ADV
ajlm-1504	38	31	processed	process	VERB
ajlm-1504	38	32	at	at	ADP
ajlm-1504	38	33	the	the	DET
ajlm-1504	38	34	cmjah	cmjah	PROPN
ajlm-1504	38	35	laboratory	laboratory	NOUN
ajlm-1504	38	36	,	,	PUNCT
ajlm-1504	38	37	including	include	VERB
ajlm-1504	38	38	those	those	PRON
ajlm-1504	38	39	based	base	VERB
ajlm-1504	38	40	in	in	ADP
ajlm-1504	38	41	the	the	DET
ajlm-1504	38	42	west	west	NOUN
ajlm-1504	38	43	rand	rand	PROPN
ajlm-1504	38	44	,	,	PUNCT
ajlm-1504	38	45	ekurhuleni	ekurhuleni	NOUN
ajlm-1504	38	46	,	,	PUNCT
ajlm-1504	38	47	city	city	NOUN
ajlm-1504	38	48	of	of	ADP
ajlm-1504	38	49	johannesburg	johannesburg	PROPN
ajlm-1504	38	50	,	,	PUNCT
ajlm-1504	38	51	and	and	CCONJ
ajlm-1504	38	52	sedibeng	sedibeng	ADJ
ajlm-1504	38	53	districts	district	NOUN
ajlm-1504	38	54	.	.	PUNCT
ajlm-1504	39	1	samples	sample	NOUN
ajlm-1504	39	2	collected	collect	VERB
ajlm-1504	39	3	at	at	ADP
ajlm-1504	39	4	distant	distant	ADJ
ajlm-1504	39	5	health	health	NOUN
ajlm-1504	39	6	facilities	facility	NOUN
ajlm-1504	39	7	are	be	AUX
ajlm-1504	39	8	delivered	deliver	VERB
ajlm-1504	39	9	to	to	ADP
ajlm-1504	39	10	the	the	DET
ajlm-1504	39	11	closest	close	ADJ
ajlm-1504	39	12	local	local	ADJ
ajlm-1504	39	13	nhls	nhls	PROPN
ajlm-1504	39	14	source	source	NOUN
ajlm-1504	39	15	laboratory	laboratory	NOUN
ajlm-1504	39	16	using	use	VERB
ajlm-1504	39	17	a	a	DET
ajlm-1504	39	18	hub	hub	NOUN
ajlm-1504	39	19	-	-	PUNCT
ajlm-1504	39	20	and	and	CCONJ
ajlm-1504	39	21	-	-	PUNCT
ajlm-1504	39	22	spoke	speak	VERB
ajlm-1504	39	23	courier	courier	NOUN
ajlm-1504	39	24	network	network	NOUN
ajlm-1504	39	25	with	with	ADP
ajlm-1504	39	26	multiple	multiple	ADJ
ajlm-1504	39	27	health	health	NOUN
ajlm-1504	39	28	facilities	facility	NOUN
ajlm-1504	39	29	located	locate	VERB
ajlm-1504	39	30	along	along	ADP
ajlm-1504	39	31	designated	designate	VERB
ajlm-1504	39	32	routes	route	NOUN
ajlm-1504	39	33	(	(	PUNCT
ajlm-1504	39	34	figure	figure	NOUN
ajlm-1504	39	35	1	1	NUM
ajlm-1504	39	36	)	)	PUNCT
ajlm-1504	39	37	.	.	PUNCT
ajlm-1504	40	1	these	these	DET
ajlm-1504	40	2	source	source	NOUN
ajlm-1504	40	3	laboratories	laboratory	NOUN
ajlm-1504	40	4	serve	serve	VERB
ajlm-1504	40	5	their	their	PRON
ajlm-1504	40	6	respective	respective	ADJ
ajlm-1504	40	7	surrounding	surround	VERB
ajlm-1504	40	8	health	health	NOUN
ajlm-1504	40	9	facilities	facility	NOUN
ajlm-1504	40	10	and	and	CCONJ
ajlm-1504	40	11	perform	perform	VERB
ajlm-1504	40	12	routine	routine	ADJ
ajlm-1504	40	13	clinical	clinical	ADJ
ajlm-1504	40	14	pathology	pathology	NOUN
ajlm-1504	40	15	testing	testing	NOUN
ajlm-1504	40	16	.	.	PUNCT
ajlm-1504	41	1	all	all	DET
ajlm-1504	41	2	specialised	specialised	ADJ
ajlm-1504	41	3	tests	test	NOUN
ajlm-1504	41	4	such	such	ADJ
ajlm-1504	41	5	as	as	ADP
ajlm-1504	41	6	hiv	hiv	PROPN
ajlm-1504	41	7	viral	viral	ADJ
ajlm-1504	41	8	load	load	NOUN
ajlm-1504	41	9	are	be	AUX
ajlm-1504	41	10	subsequently	subsequently	ADV
ajlm-1504	41	11	referred	refer	VERB
ajlm-1504	41	12	within	within	ADP
ajlm-1504	41	13	the	the	DET
ajlm-1504	41	14	nhls	nhls	PROPN
ajlm-1504	41	15	network	network	NOUN
ajlm-1504	41	16	to	to	ADP
ajlm-1504	41	17	academic	academic	ADJ
ajlm-1504	41	18	testing	testing	NOUN
ajlm-1504	41	19	facilities	facility	NOUN
ajlm-1504	41	20	such	such	ADJ
ajlm-1504	41	21	as	as	ADP
ajlm-1504	41	22	cmjah	cmjah	NOUN
ajlm-1504	41	23	.	.	PUNCT
ajlm-1504	42	1	an	an	DET
ajlm-1504	42	2	inter	inter	ADJ
ajlm-1504	42	3	-	-	ADJ
ajlm-1504	42	4	laboratory	laboratory	ADJ
ajlm-1504	42	5	referral	referral	NOUN
ajlm-1504	42	6	courier	courier	NOUN
ajlm-1504	42	7	network	network	NOUN
ajlm-1504	42	8	is	be	AUX
ajlm-1504	42	9	used	use	VERB
ajlm-1504	42	10	to	to	PART
ajlm-1504	42	11	transport	transport	VERB
ajlm-1504	42	12	the	the	DET
ajlm-1504	42	13	referred	refer	VERB
ajlm-1504	42	14	samples	sample	NOUN
ajlm-1504	42	15	to	to	ADP
ajlm-1504	42	16	the	the	DET
ajlm-1504	42	17	larger	large	ADJ
ajlm-1504	42	18	academic	academic	ADJ
ajlm-1504	42	19	laboratories	laboratory	NOUN
ajlm-1504	42	20	.	.	PUNCT
ajlm-1504	43	1	locally	locally	ADV
ajlm-1504	43	2	sourced	source	VERB
ajlm-1504	43	3	specimens	specimen	NOUN
ajlm-1504	43	4	are	be	AUX
ajlm-1504	43	5	collected	collect	VERB
ajlm-1504	43	6	from	from	ADP
ajlm-1504	43	7	hospital	hospital	NOUN
ajlm-1504	43	8	wards	ward	NOUN
ajlm-1504	43	9	at	at	ADP
ajlm-1504	43	10	cmjah	cmjah	PROPN
ajlm-1504	43	11	(	(	PUNCT
ajlm-1504	43	12	n	n	NOUN
ajlm-1504	43	13	=	=	SYM
ajlm-1504	43	14	64	64	NUM
ajlm-1504	43	15	;	;	PUNCT
ajlm-1504	43	16	samples	sample	NOUN
ajlm-1504	43	17	transported	transport	VERB
ajlm-1504	43	18	every	every	DET
ajlm-1504	43	19	2	2	NUM
ajlm-1504	43	20	h	h	NOUN
ajlm-1504	43	21	)	)	PUNCT
ajlm-1504	43	22	and	and	CCONJ
ajlm-1504	43	23	the	the	DET
ajlm-1504	43	24	nelson	nelson	PROPN
ajlm-1504	43	25	mandela	mandela	PROPN
ajlm-1504	43	26	children	children	PROPN
ajlm-1504	43	27	’s	’s	PART
ajlm-1504	43	28	hospital	hospital	NOUN
ajlm-1504	43	29	(	(	PUNCT
ajlm-1504	43	30	n	n	NOUN
ajlm-1504	43	31	=	=	SYM
ajlm-1504	43	32	6	6	NUM
ajlm-1504	43	33	;	;	PUNCT
ajlm-1504	43	34	samples	sample	NOUN
ajlm-1504	43	35	transported	transport	VERB
ajlm-1504	43	36	every	every	DET
ajlm-1504	43	37	4	4	NUM
ajlm-1504	43	38	h	h	NOUN
ajlm-1504	43	39	)	)	PUNCT
ajlm-1504	43	40	.	.	PUNCT
ajlm-1504	44	1	the	the	DET
ajlm-1504	44	2	final	final	ADJ
ajlm-1504	44	3	source	source	NOUN
ajlm-1504	44	4	of	of	ADP
ajlm-1504	44	5	specimens	specimen	NOUN
ajlm-1504	44	6	is	be	AUX
ajlm-1504	44	7	the	the	DET
ajlm-1504	44	8	surrounding	surround	VERB
ajlm-1504	44	9	health	health	NOUN
ajlm-1504	44	10	facilities	facility	NOUN
ajlm-1504	44	11	(	(	PUNCT
ajlm-1504	44	12	e.g.	e.g.	ADV
ajlm-1504	44	13	alexandria	alexandria	PROPN
ajlm-1504	44	14	community	community	PROPN
ajlm-1504	44	15	health	health	PROPN
ajlm-1504	44	16	centre	centre	PROPN
ajlm-1504	44	17	)	)	PUNCT
ajlm-1504	44	18	that	that	PRON
ajlm-1504	44	19	deliver	deliver	VERB
ajlm-1504	44	20	samples	sample	NOUN
ajlm-1504	44	21	directly	directly	ADV
ajlm-1504	44	22	to	to	ADP
ajlm-1504	44	23	the	the	DET
ajlm-1504	44	24	cmjah	cmjah	NOUN
ajlm-1504	44	25	ro	ro	NOUN
ajlm-1504	44	26	using	use	VERB
ajlm-1504	44	27	a	a	DET
ajlm-1504	44	28	courier	courier	NOUN
ajlm-1504	44	29	network	network	NOUN
ajlm-1504	44	30	.	.	PUNCT
ajlm-1504	45	1	figure	figure	NOUN
ajlm-1504	45	2	1	1	NUM
ajlm-1504	45	3	:	:	PUNCT
ajlm-1504	45	4	sources	source	NOUN
ajlm-1504	45	5	of	of	ADP
ajlm-1504	45	6	specimens	specimen	NOUN
ajlm-1504	45	7	and	and	CCONJ
ajlm-1504	45	8	activities	activity	NOUN
ajlm-1504	45	9	performed	perform	VERB
ajlm-1504	45	10	at	at	ADP
ajlm-1504	45	11	the	the	DET
ajlm-1504	45	12	charlotte	charlotte	PROPN
ajlm-1504	45	13	maxeke	maxeke	PROPN
ajlm-1504	45	14	johannesburg	johannesburg	PROPN
ajlm-1504	45	15	academic	academic	PROPN
ajlm-1504	45	16	hospital	hospital	PROPN
ajlm-1504	45	17	laboratory	laboratory	NOUN
ajlm-1504	45	18	receiving	receive	VERB
ajlm-1504	45	19	office	office	NOUN
ajlm-1504	45	20	,	,	PUNCT
ajlm-1504	45	21	south	south	PROPN
ajlm-1504	45	22	africa	africa	PROPN
ajlm-1504	45	23	,	,	PUNCT
ajlm-1504	45	24	april	april	PROPN
ajlm-1504	45	25	2019	2019	NUM
ajlm-1504	45	26	–	–	PUNCT
ajlm-1504	45	27	march	march	PROPN
ajlm-1504	45	28	2020	2020	NUM
ajlm-1504	45	29	.	.	PUNCT
ajlm-1504	46	1	pre	pre	ADJ
ajlm-1504	46	2	-	-	ADJ
ajlm-1504	46	3	analytical	analytical	ADJ
ajlm-1504	46	4	activities	activity	NOUN
ajlm-1504	46	5	include	include	VERB
ajlm-1504	46	6	sample	sample	NOUN
ajlm-1504	46	7	receipt	receipt	NOUN
ajlm-1504	46	8	,	,	PUNCT
ajlm-1504	46	9	sample	sample	NOUN
ajlm-1504	46	10	sorting	sorting	NOUN
ajlm-1504	46	11	to	to	PART
ajlm-1504	46	12	identify	identify	VERB
ajlm-1504	46	13	where	where	SCONJ
ajlm-1504	46	14	testing	testing	NOUN
ajlm-1504	46	15	will	will	AUX
ajlm-1504	46	16	take	take	VERB
ajlm-1504	46	17	place	place	NOUN
ajlm-1504	46	18	,	,	PUNCT
ajlm-1504	46	19	and	and	CCONJ
ajlm-1504	46	20	registration	registration	NOUN
ajlm-1504	46	21	on	on	ADP
ajlm-1504	46	22	the	the	DET
ajlm-1504	46	23	lis	li	NOUN
ajlm-1504	46	24	.	.	PUNCT
ajlm-1504	47	1	these	these	DET
ajlm-1504	47	2	activities	activity	NOUN
ajlm-1504	47	3	take	take	VERB
ajlm-1504	47	4	place	place	NOUN
ajlm-1504	47	5	at	at	ADP
ajlm-1504	47	6	both	both	CCONJ
ajlm-1504	47	7	the	the	DET
ajlm-1504	47	8	cmjah	cmjah	PROPN
ajlm-1504	47	9	ro	ro	X
ajlm-1504	47	10	as	as	ADV
ajlm-1504	47	11	well	well	ADV
ajlm-1504	47	12	as	as	ADP
ajlm-1504	47	13	at	at	ADP
ajlm-1504	47	14	surrounding	surround	VERB
ajlm-1504	47	15	source	source	NOUN
ajlm-1504	47	16	laboratories	laboratory	NOUN
ajlm-1504	47	17	.	.	PUNCT
ajlm-1504	48	1	the	the	DET
ajlm-1504	48	2	registration	registration	NOUN
ajlm-1504	48	3	process	process	NOUN
ajlm-1504	48	4	involves	involve	VERB
ajlm-1504	48	5	entering	enter	VERB
ajlm-1504	48	6	the	the	DET
ajlm-1504	48	7	details	detail	NOUN
ajlm-1504	48	8	provided	provide	VERB
ajlm-1504	48	9	on	on	ADP
ajlm-1504	48	10	the	the	DET
ajlm-1504	48	11	request	request	NOUN
ajlm-1504	48	12	form	form	NOUN
ajlm-1504	48	13	(	(	PUNCT
ajlm-1504	48	14	patient	patient	ADJ
ajlm-1504	48	15	demographics	demographic	NOUN
ajlm-1504	48	16	and	and	CCONJ
ajlm-1504	48	17	health	health	NOUN
ajlm-1504	48	18	facility	facility	NOUN
ajlm-1504	48	19	and	and	CCONJ
ajlm-1504	48	20	healthcare	healthcare	PROPN
ajlm-1504	48	21	worker	worker	NOUN
ajlm-1504	48	22	details	detail	NOUN
ajlm-1504	48	23	)	)	PUNCT
ajlm-1504	48	24	into	into	ADP
ajlm-1504	48	25	the	the	DET
ajlm-1504	48	26	lis	li	NOUN
ajlm-1504	48	27	and	and	CCONJ
ajlm-1504	48	28	attaching	attach	VERB
ajlm-1504	48	29	barcodes	barcode	NOUN
ajlm-1504	48	30	with	with	ADP
ajlm-1504	48	31	the	the	DET
ajlm-1504	48	32	episode	episode	NOUN
ajlm-1504	48	33	numbers	number	NOUN
ajlm-1504	48	34	on	on	ADP
ajlm-1504	48	35	all	all	DET
ajlm-1504	48	36	samples	sample	NOUN
ajlm-1504	48	37	.	.	PUNCT
ajlm-1504	49	1	samples	sample	NOUN
ajlm-1504	49	2	not	not	PART
ajlm-1504	49	3	tested	test	VERB
ajlm-1504	49	4	at	at	ADP
ajlm-1504	49	5	the	the	DET
ajlm-1504	49	6	source	source	NOUN
ajlm-1504	49	7	laboratory	laboratory	NOUN
ajlm-1504	49	8	are	be	AUX
ajlm-1504	49	9	referred	refer	VERB
ajlm-1504	49	10	on	on	ADP
ajlm-1504	49	11	the	the	DET
ajlm-1504	49	12	lis	li	NOUN
ajlm-1504	49	13	;	;	PUNCT
ajlm-1504	49	14	this	this	PRON
ajlm-1504	49	15	involves	involve	VERB
ajlm-1504	49	16	preparing	prepare	VERB
ajlm-1504	49	17	a	a	DET
ajlm-1504	49	18	shipping	shipping	NOUN
ajlm-1504	49	19	list	list	NOUN
ajlm-1504	49	20	and	and	CCONJ
ajlm-1504	49	21	packaging	packaging	NOUN
ajlm-1504	49	22	samples	sample	NOUN
ajlm-1504	49	23	for	for	ADP
ajlm-1504	49	24	courier	courier	NOUN
ajlm-1504	49	25	pick	pick	NOUN
ajlm-1504	49	26	-	-	PUNCT
ajlm-1504	49	27	up	up	NOUN
ajlm-1504	49	28	.	.	PUNCT
ajlm-1504	50	1	the	the	DET
ajlm-1504	50	2	pre	pre	ADJ
ajlm-1504	50	3	-	-	ADJ
ajlm-1504	50	4	analytical	analytical	ADJ
ajlm-1504	50	5	activities	activity	NOUN
ajlm-1504	50	6	performed	perform	VERB
ajlm-1504	50	7	at	at	ADP
ajlm-1504	50	8	the	the	DET
ajlm-1504	50	9	cmjah	cmjah	PROPN
ajlm-1504	50	10	ro	ro	X
ajlm-1504	50	11	are	be	AUX
ajlm-1504	50	12	the	the	DET
ajlm-1504	50	13	same	same	ADJ
ajlm-1504	50	14	for	for	ADP
ajlm-1504	50	15	surrounding	surround	VERB
ajlm-1504	50	16	health	health	NOUN
ajlm-1504	50	17	facilities	facility	NOUN
ajlm-1504	50	18	.	.	PUNCT
ajlm-1504	51	1	referral	referral	ADJ
ajlm-1504	51	2	samples	sample	NOUN
ajlm-1504	51	3	are	be	AUX
ajlm-1504	51	4	accepted	accept	VERB
ajlm-1504	51	5	on	on	ADP
ajlm-1504	51	6	the	the	DET
ajlm-1504	51	7	lis	li	NOUN
ajlm-1504	51	8	before	before	ADP
ajlm-1504	51	9	testing	testing	NOUN
ajlm-1504	51	10	.	.	PUNCT
ajlm-1504	52	1	after	after	ADP
ajlm-1504	52	2	testing	testing	NOUN
ajlm-1504	52	3	,	,	PUNCT
ajlm-1504	52	4	patient	patient	ADJ
ajlm-1504	52	5	reports	report	NOUN
ajlm-1504	52	6	are	be	AUX
ajlm-1504	52	7	printed	print	VERB
ajlm-1504	52	8	and	and	CCONJ
ajlm-1504	52	9	delivered	deliver	VERB
ajlm-1504	52	10	to	to	ADP
ajlm-1504	52	11	each	each	DET
ajlm-1504	52	12	health	health	NOUN
ajlm-1504	52	13	facility	facility	NOUN
ajlm-1504	52	14	.	.	PUNCT
ajlm-1504	53	1	costing	cost	VERB
ajlm-1504	53	2	methodology	methodology	NOUN
ajlm-1504	53	3	the	the	DET
ajlm-1504	53	4	costing	cost	VERB
ajlm-1504	53	5	analysis	analysis	NOUN
ajlm-1504	53	6	was	be	AUX
ajlm-1504	53	7	done	do	VERB
ajlm-1504	53	8	using	use	VERB
ajlm-1504	53	9	microsoft	microsoft	PROPN
ajlm-1504	53	10	excel	excel	PROPN
ajlm-1504	53	11	(	(	PUNCT
ajlm-1504	53	12	microsoft	microsoft	PROPN
ajlm-1504	53	13	corporation	corporation	PROPN
ajlm-1504	53	14	,	,	PUNCT
ajlm-1504	53	15	redmond	redmond	PROPN
ajlm-1504	53	16	,	,	PUNCT
ajlm-1504	53	17	washington	washington	PROPN
ajlm-1504	53	18	,	,	PUNCT
ajlm-1504	53	19	united	united	PROPN
ajlm-1504	53	20	states	states	PROPN
ajlm-1504	53	21	)	)	PUNCT
ajlm-1504	53	22	.	.	PUNCT
ajlm-1504	54	1	costs	cost	NOUN
ajlm-1504	54	2	were	be	AUX
ajlm-1504	54	3	obtained	obtain	VERB
ajlm-1504	54	4	using	use	VERB
ajlm-1504	54	5	historical	historical	ADJ
ajlm-1504	54	6	cmjah	cmjah	NOUN
ajlm-1504	54	7	expenditure	expenditure	NOUN
ajlm-1504	54	8	data	datum	NOUN
ajlm-1504	54	9	for	for	ADP
ajlm-1504	54	10	the	the	DET
ajlm-1504	54	11	april	april	PROPN
ajlm-1504	54	12	2019	2019	NUM
ajlm-1504	54	13	to	to	ADP
ajlm-1504	54	14	march	march	PROPN
ajlm-1504	54	15	2020	2020	NUM
ajlm-1504	54	16	financial	financial	ADJ
ajlm-1504	54	17	period	period	NOUN
ajlm-1504	54	18	.	.	PUNCT
ajlm-1504	55	1	the	the	DET
ajlm-1504	55	2	accounting	accounting	NOUN
ajlm-1504	55	3	stance	stance	NOUN
ajlm-1504	55	4	was	be	AUX
ajlm-1504	55	5	as	as	ADP
ajlm-1504	55	6	a	a	DET
ajlm-1504	55	7	provider	provider	NOUN
ajlm-1504	55	8	of	of	ADP
ajlm-1504	55	9	the	the	DET
ajlm-1504	55	10	ro	ro	PROPN
ajlm-1504	55	11	service	service	PROPN
ajlm-1504	55	12	,	,	PUNCT
ajlm-1504	55	13	that	that	ADV
ajlm-1504	55	14	is	is	ADV
ajlm-1504	55	15	,	,	PUNCT
ajlm-1504	55	16	all	all	DET
ajlm-1504	55	17	costs	cost	NOUN
ajlm-1504	55	18	were	be	AUX
ajlm-1504	55	19	obtained	obtain	VERB
ajlm-1504	55	20	as	as	ADP
ajlm-1504	55	21	the	the	DET
ajlm-1504	55	22	provider	provider	NOUN
ajlm-1504	55	23	of	of	ADP
ajlm-1504	55	24	laboratory	laboratory	NOUN
ajlm-1504	55	25	services	service	NOUN
ajlm-1504	55	26	(	(	PUNCT
ajlm-1504	55	27	costs	cost	NOUN
ajlm-1504	55	28	incurred	incur	VERB
ajlm-1504	55	29	by	by	ADP
ajlm-1504	55	30	the	the	DET
ajlm-1504	55	31	health	health	NOUN
ajlm-1504	55	32	facility	facility	NOUN
ajlm-1504	55	33	were	be	AUX
ajlm-1504	55	34	excluded	exclude	VERB
ajlm-1504	55	35	)	)	PUNCT
ajlm-1504	55	36	.	.	PUNCT
ajlm-1504	56	1	a	a	DET
ajlm-1504	56	2	top	top	ADJ
ajlm-1504	56	3	-	-	PUNCT
ajlm-1504	56	4	down	down	NOUN
ajlm-1504	56	5	costing	cost	VERB
ajlm-1504	56	6	approach	approach	NOUN
ajlm-1504	56	7	was	be	AUX
ajlm-1504	56	8	used	use	VERB
ajlm-1504	56	9	,	,	PUNCT
ajlm-1504	56	10	with	with	ADP
ajlm-1504	56	11	the	the	DET
ajlm-1504	56	12	main	main	ADJ
ajlm-1504	56	13	outcomes	outcome	NOUN
ajlm-1504	56	14	of	of	ADP
ajlm-1504	56	15	interest	interest	NOUN
ajlm-1504	56	16	being	be	AUX
ajlm-1504	56	17	the	the	DET
ajlm-1504	56	18	annual	annual	ADJ
ajlm-1504	56	19	equivalent	equivalent	ADJ
ajlm-1504	56	20	cost	cost	NOUN
ajlm-1504	56	21	(	(	PUNCT
ajlm-1504	56	22	aec	aec	NOUN
ajlm-1504	56	23	)	)	PUNCT
ajlm-1504	56	24	and	and	CCONJ
ajlm-1504	56	25	cost	cost	NOUN
ajlm-1504	56	26	per	per	ADP
ajlm-1504	56	27	registration	registration	NOUN
ajlm-1504	56	28	.	.	PUNCT
ajlm-1504	57	1	the	the	DET
ajlm-1504	57	2	cost	cost	NOUN
ajlm-1504	57	3	per	per	ADP
ajlm-1504	57	4	registration	registration	NOUN
ajlm-1504	57	5	refers	refer	VERB
ajlm-1504	57	6	to	to	ADP
ajlm-1504	57	7	the	the	DET
ajlm-1504	57	8	costs	cost	NOUN
ajlm-1504	57	9	of	of	ADP
ajlm-1504	57	10	all	all	DET
ajlm-1504	57	11	the	the	DET
ajlm-1504	57	12	activities	activity	NOUN
ajlm-1504	57	13	conducted	conduct	VERB
ajlm-1504	57	14	in	in	ADP
ajlm-1504	57	15	the	the	DET
ajlm-1504	57	16	ro	ro	NOUN
ajlm-1504	57	17	for	for	ADP
ajlm-1504	57	18	each	each	DET
ajlm-1504	57	19	patient	patient	NOUN
ajlm-1504	57	20	visit	visit	NOUN
ajlm-1504	57	21	,	,	PUNCT
ajlm-1504	57	22	during	during	ADP
ajlm-1504	57	23	which	which	PRON
ajlm-1504	57	24	one	one	NUM
ajlm-1504	57	25	or	or	CCONJ
ajlm-1504	57	26	more	more	ADJ
ajlm-1504	57	27	tests	test	NOUN
ajlm-1504	57	28	may	may	AUX
ajlm-1504	57	29	be	be	AUX
ajlm-1504	57	30	requested	request	VERB
ajlm-1504	57	31	.	.	PUNCT
ajlm-1504	58	1	therefore	therefore	ADV
ajlm-1504	58	2	,	,	PUNCT
ajlm-1504	58	3	it	it	PRON
ajlm-1504	58	4	is	be	AUX
ajlm-1504	58	5	not	not	PART
ajlm-1504	58	6	the	the	DET
ajlm-1504	58	7	cost	cost	NOUN
ajlm-1504	58	8	per	per	ADP
ajlm-1504	58	9	sample	sample	NOUN
ajlm-1504	58	10	received	receive	VERB
ajlm-1504	58	11	as	as	SCONJ
ajlm-1504	58	12	multi	multi	ADJ
ajlm-1504	58	13	-	-	ADJ
ajlm-1504	58	14	disciplinary	disciplinary	ADJ
ajlm-1504	58	15	registration	registration	NOUN
ajlm-1504	58	16	is	be	AUX
ajlm-1504	58	17	performed	perform	VERB
ajlm-1504	58	18	.	.	PUNCT
ajlm-1504	59	1	multi	multi	ADJ
ajlm-1504	59	2	-	-	ADJ
ajlm-1504	59	3	disciplinary	disciplinary	ADJ
ajlm-1504	59	4	registration	registration	NOUN
ajlm-1504	59	5	refers	refer	VERB
ajlm-1504	59	6	to	to	ADP
ajlm-1504	59	7	a	a	DET
ajlm-1504	59	8	single	single	ADJ
ajlm-1504	59	9	registration	registration	NOUN
ajlm-1504	59	10	on	on	ADP
ajlm-1504	59	11	a	a	DET
ajlm-1504	59	12	single	single	ADJ
ajlm-1504	59	13	episode	episode	NOUN
ajlm-1504	59	14	number	number	NOUN
ajlm-1504	59	15	of	of	ADP
ajlm-1504	59	16	multiple	multiple	ADJ
ajlm-1504	59	17	tests	test	NOUN
ajlm-1504	59	18	requested	request	VERB
ajlm-1504	59	19	for	for	ADP
ajlm-1504	59	20	multiple	multiple	ADJ
ajlm-1504	59	21	pathology	pathology	NOUN
ajlm-1504	59	22	disciplines	discipline	NOUN
ajlm-1504	59	23	.	.	PUNCT
ajlm-1504	60	1	costs	cost	NOUN
ajlm-1504	60	2	were	be	AUX
ajlm-1504	60	3	collected	collect	VERB
ajlm-1504	60	4	in	in	ADP
ajlm-1504	60	5	south	south	ADJ
ajlm-1504	60	6	african	african	ADJ
ajlm-1504	60	7	rand	rand	PROPN
ajlm-1504	60	8	(	(	PUNCT
ajlm-1504	60	9	zar	zar	NOUN
ajlm-1504	60	10	)	)	PUNCT
ajlm-1504	60	11	and	and	CCONJ
ajlm-1504	60	12	reported	report	VERB
ajlm-1504	60	13	in	in	ADP
ajlm-1504	60	14	united	united	PROPN
ajlm-1504	60	15	states	states	PROPN
ajlm-1504	60	16	dollars	dollar	NOUN
ajlm-1504	60	17	(	(	PUNCT
ajlm-1504	60	18	usd	usd	NOUN
ajlm-1504	60	19	)	)	PUNCT
ajlm-1504	60	20	(	(	PUNCT
ajlm-1504	60	21	using	use	VERB
ajlm-1504	60	22	the	the	DET
ajlm-1504	60	23	monthly	monthly	ADJ
ajlm-1504	60	24	average	average	ADJ
ajlm-1504	60	25	exchange	exchange	NOUN
ajlm-1504	60	26	rate	rate	NOUN
ajlm-1504	60	27	of	of	ADP
ajlm-1504	60	28	r14.7835	r14.7835	NOUN
ajlm-1504	60	29	zar	zar	NOUN
ajlm-1504	60	30	to	to	ADP
ajlm-1504	60	31	$	$	SYM
ajlm-1504	60	32	1.00	1.00	NUM
ajlm-1504	60	33	usd	usd	NOUN
ajlm-1504	60	34	for	for	ADP
ajlm-1504	60	35	november	november	PROPN
ajlm-1504	60	36	2019).12	2019).12	NUM
ajlm-1504	60	37	the	the	DET
ajlm-1504	60	38	consolidated	consolidated	ADJ
ajlm-1504	60	39	health	health	NOUN
ajlm-1504	60	40	economic	economic	ADJ
ajlm-1504	60	41	evaluation	evaluation	NOUN
ajlm-1504	60	42	reporting	reporting	NOUN
ajlm-1504	60	43	standards	standard	NOUN
ajlm-1504	60	44	checklist	checklist	NOUN
ajlm-1504	60	45	was	be	AUX
ajlm-1504	60	46	used	use	VERB
ajlm-1504	60	47	in	in	ADP
ajlm-1504	60	48	the	the	DET
ajlm-1504	60	49	preparation	preparation	NOUN
ajlm-1504	60	50	of	of	ADP
ajlm-1504	60	51	this	this	DET
ajlm-1504	60	52	manuscript.13	manuscript.13	PROPN
ajlm-1504	60	53	costs	cost	NOUN
ajlm-1504	60	54	were	be	AUX
ajlm-1504	60	55	reported	report	VERB
ajlm-1504	60	56	for	for	ADP
ajlm-1504	60	57	the	the	DET
ajlm-1504	60	58	following	follow	VERB
ajlm-1504	60	59	categories	category	NOUN
ajlm-1504	60	60	:	:	PUNCT
ajlm-1504	60	61	registration	registration	NOUN
ajlm-1504	60	62	materials	material	NOUN
ajlm-1504	60	63	,	,	PUNCT
ajlm-1504	60	64	collection	collection	NOUN
ajlm-1504	60	65	materials	material	NOUN
ajlm-1504	60	66	,	,	PUNCT
ajlm-1504	60	67	staff	staff	NOUN
ajlm-1504	60	68	,	,	PUNCT
ajlm-1504	60	69	laboratory	laboratory	NOUN
ajlm-1504	60	70	equipment	equipment	NOUN
ajlm-1504	60	71	,	,	PUNCT
ajlm-1504	60	72	building	building	NOUN
ajlm-1504	60	73	and	and	CCONJ
ajlm-1504	60	74	electricity	electricity	NOUN
ajlm-1504	60	75	,	,	PUNCT
ajlm-1504	60	76	and	and	CCONJ
ajlm-1504	60	77	other	other	ADJ
ajlm-1504	60	78	operating	operating	NOUN
ajlm-1504	60	79	costs	cost	NOUN
ajlm-1504	60	80	.	.	PUNCT
ajlm-1504	61	1	the	the	DET
ajlm-1504	61	2	consumer	consumer	NOUN
ajlm-1504	61	3	price	price	NOUN
ajlm-1504	61	4	index	index	NOUN
ajlm-1504	61	5	ranged	range	VERB
ajlm-1504	61	6	from	from	ADP
ajlm-1504	61	7	3.6	3.6	NUM
ajlm-1504	61	8	%	%	NOUN
ajlm-1504	61	9	(	(	PUNCT
ajlm-1504	61	10	november	november	PROPN
ajlm-1504	61	11	2019	2019	NUM
ajlm-1504	61	12	)	)	PUNCT
ajlm-1504	61	13	to	to	ADP
ajlm-1504	61	14	4.6	4.6	NUM
ajlm-1504	61	15	%	%	NOUN
ajlm-1504	61	16	(	(	PUNCT
ajlm-1504	61	17	february	february	PROPN
ajlm-1504	61	18	2020).14	2020).14	NUM
ajlm-1504	61	19	furthermore	furthermore	ADV
ajlm-1504	61	20	,	,	PUNCT
ajlm-1504	61	21	the	the	DET
ajlm-1504	61	22	world	world	PROPN
ajlm-1504	61	23	bank	bank	PROPN
ajlm-1504	61	24	reported	report	VERB
ajlm-1504	61	25	an	an	DET
ajlm-1504	61	26	‘	'	PUNCT
ajlm-1504	61	27	inflation	inflation	NOUN
ajlm-1504	61	28	,	,	PUNCT
ajlm-1504	61	29	consumer	consumer	NOUN
ajlm-1504	61	30	prices	price	NOUN
ajlm-1504	61	31	(	(	PUNCT
ajlm-1504	61	32	annual	annual	ADJ
ajlm-1504	61	33	%	%	NOUN
ajlm-1504	61	34	)	)	PUNCT
ajlm-1504	61	35	’	'	PUNCT
ajlm-1504	61	36	value	value	NOUN
ajlm-1504	61	37	of	of	ADP
ajlm-1504	61	38	4.12	4.12	NUM
ajlm-1504	61	39	%	%	NOUN
ajlm-1504	61	40	for	for	ADP
ajlm-1504	61	41	2019.15	2019.15	NUM
ajlm-1504	61	42	therefore	therefore	ADV
ajlm-1504	61	43	,	,	PUNCT
ajlm-1504	61	44	we	we	PRON
ajlm-1504	61	45	assumed	assume	VERB
ajlm-1504	61	46	a	a	DET
ajlm-1504	61	47	4	4	NUM
ajlm-1504	61	48	%	%	NOUN
ajlm-1504	61	49	discount	discount	NOUN
ajlm-1504	61	50	rate	rate	NOUN
ajlm-1504	61	51	.	.	PUNCT
ajlm-1504	62	1	organisational	organisational	ADJ
ajlm-1504	62	2	overhead	overhead	ADJ
ajlm-1504	62	3	costs	cost	NOUN
ajlm-1504	62	4	were	be	AUX
ajlm-1504	62	5	excluded	exclude	VERB
ajlm-1504	62	6	;	;	PUNCT
ajlm-1504	62	7	these	these	PRON
ajlm-1504	62	8	included	include	VERB
ajlm-1504	62	9	all	all	DET
ajlm-1504	62	10	corporate	corporate	ADJ
ajlm-1504	62	11	services	service	NOUN
ajlm-1504	62	12	such	such	ADJ
ajlm-1504	62	13	as	as	ADP
ajlm-1504	62	14	human	human	ADJ
ajlm-1504	62	15	resources	resource	NOUN
ajlm-1504	62	16	,	,	PUNCT
ajlm-1504	62	17	finance	finance	NOUN
ajlm-1504	62	18	,	,	PUNCT
ajlm-1504	62	19	and	and	CCONJ
ajlm-1504	62	20	information	information	NOUN
ajlm-1504	62	21	technology	technology	NOUN
ajlm-1504	62	22	offered	offer	VERB
ajlm-1504	62	23	by	by	ADP
ajlm-1504	62	24	the	the	DET
ajlm-1504	62	25	nhls	nhls	ADJ
ajlm-1504	62	26	corporate	corporate	ADJ
ajlm-1504	62	27	offices	office	NOUN
ajlm-1504	62	28	.	.	PUNCT
ajlm-1504	63	1	registration	registration	NOUN
ajlm-1504	63	2	materials	material	NOUN
ajlm-1504	63	3	included	include	VERB
ajlm-1504	63	4	items	item	NOUN
ajlm-1504	63	5	such	such	ADJ
ajlm-1504	63	6	as	as	ADP
ajlm-1504	63	7	disposable	disposable	ADJ
ajlm-1504	63	8	gloves	glove	NOUN
ajlm-1504	63	9	,	,	PUNCT
ajlm-1504	63	10	n95	n95	ADJ
ajlm-1504	63	11	masks	mask	NOUN
ajlm-1504	63	12	,	,	PUNCT
ajlm-1504	63	13	thermal	thermal	ADJ
ajlm-1504	63	14	barcode	barcode	NOUN
ajlm-1504	63	15	printer	printer	NOUN
ajlm-1504	63	16	paper	paper	NOUN
ajlm-1504	63	17	,	,	PUNCT
ajlm-1504	63	18	paper	paper	NOUN
ajlm-1504	63	19	(	(	PUNCT
ajlm-1504	63	20	to	to	PART
ajlm-1504	63	21	print	print	VERB
ajlm-1504	63	22	worklists	worklist	NOUN
ajlm-1504	63	23	for	for	ADP
ajlm-1504	63	24	the	the	DET
ajlm-1504	63	25	laboratory	laboratory	NOUN
ajlm-1504	63	26	)	)	PUNCT
ajlm-1504	63	27	,	,	PUNCT
ajlm-1504	63	28	disposal	disposal	NOUN
ajlm-1504	63	29	boxes	box	NOUN
ajlm-1504	63	30	,	,	PUNCT
ajlm-1504	63	31	etc	etc	X
ajlm-1504	63	32	.	.	X
ajlm-1504	63	33	specimen	speciman	NOUN
ajlm-1504	63	34	collection	collection	NOUN
ajlm-1504	63	35	materials	material	NOUN
ajlm-1504	63	36	included	include	VERB
ajlm-1504	63	37	laboratory	laboratory	NOUN
ajlm-1504	63	38	request	request	NOUN
ajlm-1504	63	39	forms	form	NOUN
ajlm-1504	63	40	,	,	PUNCT
ajlm-1504	63	41	sharps	sharps	NOUN
ajlm-1504	63	42	disposal	disposal	NOUN
ajlm-1504	63	43	boxes	box	NOUN
ajlm-1504	63	44	,	,	PUNCT
ajlm-1504	63	45	specimen	speciman	NOUN
ajlm-1504	63	46	collection	collection	NOUN
ajlm-1504	63	47	kits	kit	NOUN
ajlm-1504	63	48	and	and	CCONJ
ajlm-1504	63	49	biohazard	biohazard	NOUN
ajlm-1504	63	50	bags	bag	NOUN
ajlm-1504	63	51	,	,	PUNCT
ajlm-1504	63	52	which	which	PRON
ajlm-1504	63	53	are	be	AUX
ajlm-1504	63	54	all	all	PRON
ajlm-1504	63	55	issued	issue	VERB
ajlm-1504	63	56	by	by	ADP
ajlm-1504	63	57	the	the	DET
ajlm-1504	63	58	nhls	nhls	PROPN
ajlm-1504	63	59	to	to	ADP
ajlm-1504	63	60	healthcare	healthcare	NOUN
ajlm-1504	63	61	facilities	facility	NOUN
ajlm-1504	63	62	for	for	ADP
ajlm-1504	63	63	sample	sample	NOUN
ajlm-1504	63	64	collection	collection	NOUN
ajlm-1504	63	65	.	.	PUNCT
ajlm-1504	64	1	receiving	receive	VERB
ajlm-1504	64	2	office	office	NOUN
ajlm-1504	64	3	staff	staff	NOUN
ajlm-1504	64	4	included	include	VERB
ajlm-1504	64	5	the	the	DET
ajlm-1504	64	6	business	business	NOUN
ajlm-1504	64	7	manager	manager	NOUN
ajlm-1504	64	8	(	(	PUNCT
ajlm-1504	64	9	grade	grade	NOUN
ajlm-1504	64	10	d5	d5	NOUN
ajlm-1504	64	11	)	)	PUNCT
ajlm-1504	64	12	,	,	PUNCT
ajlm-1504	64	13	the	the	DET
ajlm-1504	64	14	ro	ro	NOUN
ajlm-1504	64	15	manager	manager	NOUN
ajlm-1504	64	16	(	(	PUNCT
ajlm-1504	64	17	d1	d1	PROPN
ajlm-1504	64	18	)	)	PUNCT
ajlm-1504	64	19	,	,	PUNCT
ajlm-1504	64	20	supervisors	supervisor	NOUN
ajlm-1504	64	21	(	(	PUNCT
ajlm-1504	64	22	c3	c3	PROPN
ajlm-1504	64	23	)	)	PUNCT
ajlm-1504	64	24	,	,	PUNCT
ajlm-1504	64	25	and	and	CCONJ
ajlm-1504	64	26	operational	operational	ADJ
ajlm-1504	64	27	staff	staff	NOUN
ajlm-1504	64	28	,	,	PUNCT
ajlm-1504	64	29	consisting	consist	VERB
ajlm-1504	64	30	of	of	ADP
ajlm-1504	64	31	data	data	NOUN
ajlm-1504	64	32	clerks	clerk	NOUN
ajlm-1504	64	33	(	(	PUNCT
ajlm-1504	64	34	b2/4	b2/4	NOUN
ajlm-1504	64	35	)	)	PUNCT
ajlm-1504	64	36	,	,	PUNCT
ajlm-1504	64	37	messengers	messenger	NOUN
ajlm-1504	64	38	(	(	PUNCT
ajlm-1504	64	39	a3	a3	NOUN
ajlm-1504	64	40	)	)	PUNCT
ajlm-1504	64	41	,	,	PUNCT
ajlm-1504	64	42	administrative	administrative	ADJ
ajlm-1504	64	43	officers	officer	NOUN
ajlm-1504	64	44	(	(	PUNCT
ajlm-1504	64	45	c1	c1	PROPN
ajlm-1504	64	46	)	)	PUNCT
ajlm-1504	64	47	,	,	PUNCT
ajlm-1504	64	48	drivers	driver	NOUN
ajlm-1504	64	49	(	(	PUNCT
ajlm-1504	64	50	b4	b4	PROPN
ajlm-1504	64	51	)	)	PUNCT
ajlm-1504	64	52	and	and	CCONJ
ajlm-1504	64	53	cleaners	cleaner	NOUN
ajlm-1504	64	54	(	(	PUNCT
ajlm-1504	64	55	a1	a1	NOUN
ajlm-1504	64	56	)	)	PUNCT
ajlm-1504	64	57	.	.	PUNCT
ajlm-1504	65	1	for	for	ADP
ajlm-1504	65	2	staff	staff	NOUN
ajlm-1504	65	3	costs	cost	NOUN
ajlm-1504	65	4	,	,	PUNCT
ajlm-1504	65	5	we	we	PRON
ajlm-1504	65	6	used	use	VERB
ajlm-1504	65	7	the	the	DET
ajlm-1504	65	8	annual	annual	ADJ
ajlm-1504	65	9	salary	salary	NOUN
ajlm-1504	65	10	data	datum	NOUN
ajlm-1504	65	11	that	that	PRON
ajlm-1504	65	12	include	include	VERB
ajlm-1504	65	13	medical	medical	ADJ
ajlm-1504	65	14	aid	aid	NOUN
ajlm-1504	65	15	,	,	PUNCT
ajlm-1504	65	16	pension	pension	NOUN
ajlm-1504	65	17	and	and	CCONJ
ajlm-1504	65	18	other	other	ADJ
ajlm-1504	65	19	allowances.16	allowances.16	ADJ
ajlm-1504	65	20	staff	staff	NOUN
ajlm-1504	65	21	were	be	AUX
ajlm-1504	65	22	categorised	categorise	VERB
ajlm-1504	65	23	as	as	ADP
ajlm-1504	65	24	ro	ro	PROPN
ajlm-1504	65	25	core	core	NOUN
ajlm-1504	65	26	staff	staff	NOUN
ajlm-1504	65	27	,	,	PUNCT
ajlm-1504	65	28	messengers	messenger	NOUN
ajlm-1504	65	29	or	or	CCONJ
ajlm-1504	65	30	drivers	driver	NOUN
ajlm-1504	65	31	,	,	PUNCT
ajlm-1504	65	32	ro	ro	NOUN
ajlm-1504	65	33	management	management	NOUN
ajlm-1504	65	34	,	,	PUNCT
ajlm-1504	65	35	cleaning	cleaning	NOUN
ajlm-1504	65	36	,	,	PUNCT
ajlm-1504	65	37	and	and	CCONJ
ajlm-1504	65	38	overall	overall	ADJ
ajlm-1504	65	39	management	management	NOUN
ajlm-1504	65	40	.	.	PUNCT
ajlm-1504	66	1	the	the	DET
ajlm-1504	66	2	percentage	percentage	NOUN
ajlm-1504	66	3	of	of	ADP
ajlm-1504	66	4	time	time	NOUN
ajlm-1504	66	5	spent	spend	VERB
ajlm-1504	66	6	on	on	ADP
ajlm-1504	66	7	sample	sample	NOUN
ajlm-1504	66	8	registration	registration	NOUN
ajlm-1504	66	9	by	by	ADP
ajlm-1504	66	10	each	each	DET
ajlm-1504	66	11	staff	staff	NOUN
ajlm-1504	66	12	category	category	NOUN
ajlm-1504	66	13	was	be	AUX
ajlm-1504	66	14	determined	determine	VERB
ajlm-1504	66	15	(	(	PUNCT
ajlm-1504	66	16	table	table	NOUN
ajlm-1504	66	17	1	1	NUM
ajlm-1504	66	18	)	)	PUNCT
ajlm-1504	66	19	.	.	PUNCT
ajlm-1504	67	1	table	table	NOUN
ajlm-1504	67	2	1	1	NUM
ajlm-1504	67	3	:	:	PUNCT
ajlm-1504	67	4	 	 	SPACE
ajlm-1504	67	5	percentage	percentage	NOUN
ajlm-1504	67	6	of	of	ADP
ajlm-1504	67	7	time	time	NOUN
ajlm-1504	67	8	spent	spend	VERB
ajlm-1504	67	9	on	on	ADP
ajlm-1504	67	10	registrations	registration	NOUN
ajlm-1504	67	11	by	by	ADP
ajlm-1504	67	12	staff	staff	NOUN
ajlm-1504	67	13	categories	category	NOUN
ajlm-1504	67	14	and	and	CCONJ
ajlm-1504	67	15	types	type	NOUN
ajlm-1504	67	16	at	at	ADP
ajlm-1504	67	17	the	the	DET
ajlm-1504	67	18	charlotte	charlotte	PROPN
ajlm-1504	67	19	maxeke	maxeke	PROPN
ajlm-1504	67	20	johannesburg	johannesburg	PROPN
ajlm-1504	67	21	academic	academic	PROPN
ajlm-1504	67	22	hospital	hospital	PROPN
ajlm-1504	67	23	laboratory	laboratory	NOUN
ajlm-1504	67	24	receiving	receive	VERB
ajlm-1504	67	25	office	office	NOUN
ajlm-1504	67	26	,	,	PUNCT
ajlm-1504	67	27	south	south	PROPN
ajlm-1504	67	28	africa	africa	PROPN
ajlm-1504	67	29	,	,	PUNCT
ajlm-1504	67	30	april	april	PROPN
ajlm-1504	67	31	2019	2019	NUM
ajlm-1504	67	32	–	–	PUNCT
ajlm-1504	67	33	march	march	PROPN
ajlm-1504	67	34	2020	2020	NUM
ajlm-1504	67	35	.	.	PUNCT
ajlm-1504	68	1	the	the	DET
ajlm-1504	68	2	costs	cost	NOUN
ajlm-1504	68	3	of	of	ADP
ajlm-1504	68	4	the	the	DET
ajlm-1504	68	5	following	follow	VERB
ajlm-1504	68	6	laboratory	laboratory	NOUN
ajlm-1504	68	7	equipment	equipment	NOUN
ajlm-1504	68	8	were	be	AUX
ajlm-1504	68	9	included	include	VERB
ajlm-1504	68	10	:	:	PUNCT
ajlm-1504	68	11	a	a	DET
ajlm-1504	68	12	messenger	messenger	NOUN
ajlm-1504	68	13	monitoring	monitor	VERB
ajlm-1504	68	14	system	system	NOUN
ajlm-1504	68	15	(	(	PUNCT
ajlm-1504	68	16	used	use	VERB
ajlm-1504	68	17	to	to	PART
ajlm-1504	68	18	track	track	VERB
ajlm-1504	68	19	and	and	CCONJ
ajlm-1504	68	20	log	log	VERB
ajlm-1504	68	21	the	the	DET
ajlm-1504	68	22	times	time	NOUN
ajlm-1504	68	23	when	when	SCONJ
ajlm-1504	68	24	messengers	messenger	NOUN
ajlm-1504	68	25	arrive	arrive	VERB
ajlm-1504	68	26	and	and	CCONJ
ajlm-1504	68	27	collect	collect	VERB
ajlm-1504	68	28	samples	sample	NOUN
ajlm-1504	68	29	at	at	ADP
ajlm-1504	68	30	each	each	DET
ajlm-1504	68	31	ward	ward	NOUN
ajlm-1504	68	32	and	and	CCONJ
ajlm-1504	68	33	deliver	deliver	VERB
ajlm-1504	68	34	samples	sample	NOUN
ajlm-1504	68	35	back	back	ADV
ajlm-1504	68	36	to	to	ADP
ajlm-1504	68	37	the	the	DET
ajlm-1504	68	38	ro	ro	NOUN
ajlm-1504	68	39	)	)	PUNCT
ajlm-1504	68	40	,	,	PUNCT
ajlm-1504	68	41	date	date	NOUN
ajlm-1504	68	42	and	and	CCONJ
ajlm-1504	68	43	time	time	NOUN
ajlm-1504	68	44	stamp	stamp	NOUN
ajlm-1504	68	45	devices	device	NOUN
ajlm-1504	68	46	,	,	PUNCT
ajlm-1504	68	47	multi	multi	ADJ
ajlm-1504	68	48	-	-	ADJ
ajlm-1504	68	49	function	function	ADJ
ajlm-1504	68	50	printers	printer	NOUN
ajlm-1504	68	51	,	,	PUNCT
ajlm-1504	68	52	barcode	barcode	NOUN
ajlm-1504	68	53	scanners	scanner	NOUN
ajlm-1504	68	54	,	,	PUNCT
ajlm-1504	68	55	operator	operator	NOUN
ajlm-1504	68	56	chairs	chair	NOUN
ajlm-1504	68	57	,	,	PUNCT
ajlm-1504	68	58	workbenches	workbench	NOUN
ajlm-1504	68	59	,	,	PUNCT
ajlm-1504	68	60	computers	computer	NOUN
ajlm-1504	68	61	,	,	PUNCT
ajlm-1504	68	62	network	network	NOUN
ajlm-1504	68	63	points	point	NOUN
ajlm-1504	68	64	,	,	PUNCT
ajlm-1504	68	65	barcode	barcode	NOUN
ajlm-1504	68	66	printers	printer	NOUN
ajlm-1504	68	67	,	,	PUNCT
ajlm-1504	68	68	specimen	speciman	NOUN
ajlm-1504	68	69	tube	tube	NOUN
ajlm-1504	68	70	racks	rack	NOUN
ajlm-1504	68	71	,	,	PUNCT
ajlm-1504	68	72	shopping	shopping	NOUN
ajlm-1504	68	73	baskets	basket	NOUN
ajlm-1504	68	74	(	(	PUNCT
ajlm-1504	68	75	used	use	VERB
ajlm-1504	68	76	for	for	ADP
ajlm-1504	68	77	sample	sample	NOUN
ajlm-1504	68	78	delivery	delivery	NOUN
ajlm-1504	68	79	to	to	ADP
ajlm-1504	68	80	each	each	DET
ajlm-1504	68	81	section	section	NOUN
ajlm-1504	68	82	)	)	PUNCT
ajlm-1504	68	83	,	,	PUNCT
ajlm-1504	68	84	air	air	NOUN
ajlm-1504	68	85	conditioners	conditioner	NOUN
ajlm-1504	68	86	,	,	PUNCT
ajlm-1504	68	87	fridges	fridge	NOUN
ajlm-1504	68	88	,	,	PUNCT
ajlm-1504	68	89	freezers	freezer	NOUN
ajlm-1504	68	90	(	(	PUNCT
ajlm-1504	68	91	–	–	PUNCT
ajlm-1504	68	92	20	20	NUM
ajlm-1504	68	93	°	°	NOUN
ajlm-1504	68	94	c	c	NOUN
ajlm-1504	68	95	)	)	PUNCT
ajlm-1504	68	96	,	,	PUNCT
ajlm-1504	68	97	document	document	NOUN
ajlm-1504	68	98	scanners	scanner	NOUN
ajlm-1504	68	99	,	,	PUNCT
ajlm-1504	68	100	and	and	CCONJ
ajlm-1504	68	101	filing	filing	NOUN
ajlm-1504	68	102	cabinets	cabinet	NOUN
ajlm-1504	68	103	.	.	PUNCT
ajlm-1504	69	1	to	to	PART
ajlm-1504	69	2	calculate	calculate	VERB
ajlm-1504	69	3	the	the	DET
ajlm-1504	69	4	aec	aec	NOUN
ajlm-1504	69	5	for	for	ADP
ajlm-1504	69	6	laboratory	laboratory	NOUN
ajlm-1504	69	7	equipment	equipment	NOUN
ajlm-1504	69	8	,	,	PUNCT
ajlm-1504	69	9	working	work	VERB
ajlm-1504	69	10	life	life	NOUN
ajlm-1504	69	11	was	be	AUX
ajlm-1504	69	12	set	set	VERB
ajlm-1504	69	13	at	at	ADP
ajlm-1504	69	14	five	five	NUM
ajlm-1504	69	15	years	year	NOUN
ajlm-1504	69	16	with	with	ADP
ajlm-1504	69	17	a	a	DET
ajlm-1504	69	18	discount	discount	NOUN
ajlm-1504	69	19	rate	rate	NOUN
ajlm-1504	69	20	of	of	ADP
ajlm-1504	69	21	4	4	NUM
ajlm-1504	69	22	%	%	NOUN
ajlm-1504	69	23	.	.	PUNCT
ajlm-1504	70	1	working	work	VERB
ajlm-1504	70	2	life	life	NOUN
ajlm-1504	70	3	is	be	AUX
ajlm-1504	70	4	defined	define	VERB
ajlm-1504	70	5	as	as	ADP
ajlm-1504	70	6	the	the	DET
ajlm-1504	70	7	period	period	NOUN
ajlm-1504	70	8	that	that	PRON
ajlm-1504	70	9	an	an	DET
ajlm-1504	70	10	asset	asset	NOUN
ajlm-1504	70	11	is	be	AUX
ajlm-1504	70	12	likely	likely	ADJ
ajlm-1504	70	13	to	to	PART
ajlm-1504	70	14	remain	remain	VERB
ajlm-1504	70	15	in	in	ADP
ajlm-1504	70	16	service	service	NOUN
ajlm-1504	70	17	.	.	PUNCT
ajlm-1504	71	1	we	we	PRON
ajlm-1504	71	2	used	use	VERB
ajlm-1504	71	3	the	the	DET
ajlm-1504	71	4	microsoft	microsoft	PROPN
ajlm-1504	71	5	excel	excel	VERB
ajlm-1504	71	6	‘	'	PUNCT
ajlm-1504	71	7	sum	sum	NOUN
ajlm-1504	71	8	’	'	PUNCT
ajlm-1504	71	9	and	and	CCONJ
ajlm-1504	71	10	‘	'	PUNCT
ajlm-1504	71	11	pmt	pmt	NOUN
ajlm-1504	71	12	’	'	PUNCT
ajlm-1504	71	13	functions	function	NOUN
ajlm-1504	71	14	(	(	PUNCT
ajlm-1504	71	15	equation	equation	NOUN
ajlm-1504	71	16	1	1	NUM
ajlm-1504	71	17	):	):	PUNCT
ajlm-1504	71	18	studies	study	NOUN
ajlm-1504	71	19	have	have	AUX
ajlm-1504	71	20	reported	report	VERB
ajlm-1504	71	21	that	that	SCONJ
ajlm-1504	71	22	the	the	DET
ajlm-1504	71	23	‘	'	PUNCT
ajlm-1504	71	24	pmt	pmt	NOUN
ajlm-1504	71	25	’	'	PUNCT
ajlm-1504	71	26	function	function	NOUN
ajlm-1504	71	27	in	in	ADP
ajlm-1504	71	28	microsoft	microsoft	PROPN
ajlm-1504	71	29	excel	excel	PROPN
ajlm-1504	71	30	is	be	AUX
ajlm-1504	71	31	easy	easy	ADJ
ajlm-1504	71	32	to	to	PART
ajlm-1504	71	33	use	use	VERB
ajlm-1504	71	34	for	for	ADP
ajlm-1504	71	35	calculating	calculate	VERB
ajlm-1504	71	36	the	the	DET
ajlm-1504	71	37	aec	aec	NOUN
ajlm-1504	71	38	for	for	ADP
ajlm-1504	71	39	equipment	equipment	NOUN
ajlm-1504	71	40	using	use	VERB
ajlm-1504	71	41	assumptions	assumption	NOUN
ajlm-1504	71	42	of	of	ADP
ajlm-1504	71	43	the	the	DET
ajlm-1504	71	44	discount	discount	NOUN
ajlm-1504	71	45	rate	rate	NOUN
ajlm-1504	71	46	,	,	PUNCT
ajlm-1504	71	47	working	work	VERB
ajlm-1504	71	48	life	life	NOUN
ajlm-1504	71	49	,	,	PUNCT
ajlm-1504	71	50	and	and	CCONJ
ajlm-1504	71	51	purchase	purchase	VERB
ajlm-1504	71	52	price.17,18	price.17,18	NOUN
ajlm-1504	71	53	to	to	PART
ajlm-1504	71	54	determine	determine	VERB
ajlm-1504	71	55	the	the	DET
ajlm-1504	71	56	total	total	ADJ
ajlm-1504	71	57	building	building	NOUN
ajlm-1504	71	58	costs	cost	NOUN
ajlm-1504	71	59	,	,	PUNCT
ajlm-1504	71	60	we	we	PRON
ajlm-1504	71	61	multiplied	multiply	VERB
ajlm-1504	71	62	the	the	DET
ajlm-1504	71	63	total	total	ADJ
ajlm-1504	71	64	area	area	NOUN
ajlm-1504	71	65	of	of	ADP
ajlm-1504	71	66	the	the	DET
ajlm-1504	71	67	ro	ro	NOUN
ajlm-1504	71	68	in	in	ADP
ajlm-1504	71	69	square	square	ADJ
ajlm-1504	71	70	metres	metre	NOUN
ajlm-1504	71	71	(	(	PUNCT
ajlm-1504	71	72	m2	m2	PROPN
ajlm-1504	71	73	)	)	PUNCT
ajlm-1504	71	74	by	by	ADP
ajlm-1504	71	75	the	the	DET
ajlm-1504	71	76	average	average	ADJ
ajlm-1504	71	77	building	building	NOUN
ajlm-1504	71	78	cost	cost	NOUN
ajlm-1504	71	79	of	of	ADP
ajlm-1504	71	80	r8163	r8163	PROPN
ajlm-1504	71	81	zar	zar	NOUN
ajlm-1504	71	82	per	per	ADP
ajlm-1504	71	83	square	square	ADJ
ajlm-1504	71	84	metre.19	metre.19	NOUN
ajlm-1504	71	85	this	this	DET
ajlm-1504	71	86	average	average	ADJ
ajlm-1504	71	87	building	building	NOUN
ajlm-1504	71	88	cost	cost	NOUN
ajlm-1504	71	89	is	be	AUX
ajlm-1504	71	90	based	base	VERB
ajlm-1504	71	91	on	on	ADP
ajlm-1504	71	92	the	the	DET
ajlm-1504	71	93	statistics	statistics	PROPN
ajlm-1504	71	94	south	south	PROPN
ajlm-1504	71	95	africa	africa	PROPN
ajlm-1504	71	96	estimate	estimate	VERB
ajlm-1504	71	97	for	for	ADP
ajlm-1504	71	98	building	build	VERB
ajlm-1504	71	99	office	office	NOUN
ajlm-1504	71	100	spaces.19	spaces.19	NOUN
ajlm-1504	71	101	to	to	PART
ajlm-1504	71	102	calculate	calculate	VERB
ajlm-1504	71	103	the	the	DET
ajlm-1504	71	104	aec	aec	NOUN
ajlm-1504	71	105	for	for	ADP
ajlm-1504	71	106	building	building	NOUN
ajlm-1504	71	107	costs	cost	NOUN
ajlm-1504	71	108	,	,	PUNCT
ajlm-1504	71	109	we	we	PRON
ajlm-1504	71	110	used	use	VERB
ajlm-1504	71	111	a	a	DET
ajlm-1504	71	112	working	work	VERB
ajlm-1504	71	113	life	life	NOUN
ajlm-1504	71	114	of	of	ADP
ajlm-1504	71	115	50	50	NUM
ajlm-1504	71	116	years	year	NOUN
ajlm-1504	71	117	and	and	CCONJ
ajlm-1504	71	118	a	a	DET
ajlm-1504	71	119	discount	discount	NOUN
ajlm-1504	71	120	rate	rate	NOUN
ajlm-1504	71	121	of	of	ADP
ajlm-1504	71	122	4	4	NUM
ajlm-1504	71	123	%	%	NOUN
ajlm-1504	71	124	and	and	CCONJ
ajlm-1504	71	125	applied	apply	VERB
ajlm-1504	71	126	this	this	PRON
ajlm-1504	71	127	to	to	ADP
ajlm-1504	71	128	the	the	DET
ajlm-1504	71	129	total	total	ADJ
ajlm-1504	71	130	costs	cost	NOUN
ajlm-1504	71	131	using	use	VERB
ajlm-1504	71	132	the	the	DET
ajlm-1504	71	133	pmt	pmt	PROPN
ajlm-1504	71	134	formula	formula	NOUN
ajlm-1504	71	135	.	.	PUNCT
ajlm-1504	72	1	we	we	PRON
ajlm-1504	72	2	determined	determine	VERB
ajlm-1504	72	3	the	the	DET
ajlm-1504	72	4	monthly	monthly	ADJ
ajlm-1504	72	5	cost	cost	NOUN
ajlm-1504	72	6	of	of	ADP
ajlm-1504	72	7	electricity	electricity	NOUN
ajlm-1504	72	8	at	at	ADP
ajlm-1504	72	9	the	the	DET
ajlm-1504	72	10	cmjah	cmjah	PROPN
ajlm-1504	72	11	laboratory	laboratory	NOUN
ajlm-1504	72	12	and	and	CCONJ
ajlm-1504	72	13	attributed	attribute	VERB
ajlm-1504	72	14	2	2	NUM
ajlm-1504	72	15	%	%	NOUN
ajlm-1504	72	16	of	of	ADP
ajlm-1504	72	17	the	the	DET
ajlm-1504	72	18	cost	cost	NOUN
ajlm-1504	72	19	to	to	ADP
ajlm-1504	72	20	the	the	DET
ajlm-1504	72	21	ro	ro	NOUN
ajlm-1504	72	22	based	base	VERB
ajlm-1504	72	23	on	on	ADP
ajlm-1504	72	24	its	its	PRON
ajlm-1504	72	25	size	size	NOUN
ajlm-1504	72	26	.	.	PUNCT
ajlm-1504	73	1	we	we	PRON
ajlm-1504	73	2	used	use	VERB
ajlm-1504	73	3	the	the	DET
ajlm-1504	73	4	ro	ro	X
ajlm-1504	73	5	income	income	NOUN
ajlm-1504	73	6	statement	statement	NOUN
ajlm-1504	73	7	to	to	PART
ajlm-1504	73	8	assign	assign	VERB
ajlm-1504	73	9	other	other	ADJ
ajlm-1504	73	10	operating	operating	NOUN
ajlm-1504	73	11	costs	cost	NOUN
ajlm-1504	73	12	.	.	PUNCT
ajlm-1504	74	1	these	these	PRON
ajlm-1504	74	2	included	include	VERB
ajlm-1504	74	3	the	the	DET
ajlm-1504	74	4	aec	aec	NOUN
ajlm-1504	74	5	for	for	ADP
ajlm-1504	74	6	items	item	NOUN
ajlm-1504	74	7	such	such	ADJ
ajlm-1504	74	8	as	as	ADP
ajlm-1504	74	9	cellular	cellular	ADJ
ajlm-1504	74	10	phones	phone	NOUN
ajlm-1504	74	11	,	,	PUNCT
ajlm-1504	74	12	computer	computer	NOUN
ajlm-1504	74	13	consumables	consumable	NOUN
ajlm-1504	74	14	,	,	PUNCT
ajlm-1504	74	15	printing	printing	NOUN
ajlm-1504	74	16	,	,	PUNCT
ajlm-1504	74	17	telephones	telephone	NOUN
ajlm-1504	74	18	,	,	PUNCT
ajlm-1504	74	19	couriers	courier	NOUN
ajlm-1504	74	20	,	,	PUNCT
ajlm-1504	74	21	freight	freight	NOUN
ajlm-1504	74	22	,	,	PUNCT
ajlm-1504	74	23	postage	postage	NOUN
ajlm-1504	74	24	,	,	PUNCT
ajlm-1504	74	25	laundry	laundry	NOUN
ajlm-1504	74	26	,	,	PUNCT
ajlm-1504	74	27	accreditation	accreditation	NOUN
ajlm-1504	74	28	,	,	PUNCT
ajlm-1504	74	29	waste	waste	NOUN
ajlm-1504	74	30	disposal	disposal	NOUN
ajlm-1504	74	31	,	,	PUNCT
ajlm-1504	74	32	uniforms	uniform	NOUN
ajlm-1504	74	33	,	,	PUNCT
ajlm-1504	74	34	etc	etc	X
ajlm-1504	74	35	.	.	X
ajlm-1504	74	36	the	the	DET
ajlm-1504	74	37	cost	cost	NOUN
ajlm-1504	74	38	for	for	ADP
ajlm-1504	74	39	lis	li	NOUN
ajlm-1504	74	40	licenses	license	NOUN
ajlm-1504	74	41	and	and	CCONJ
ajlm-1504	74	42	other	other	ADJ
ajlm-1504	74	43	costs	cost	NOUN
ajlm-1504	74	44	were	be	AUX
ajlm-1504	74	45	also	also	ADV
ajlm-1504	74	46	obtained	obtain	VERB
ajlm-1504	74	47	from	from	ADP
ajlm-1504	74	48	the	the	DET
ajlm-1504	74	49	income	income	NOUN
ajlm-1504	74	50	statement	statement	NOUN
ajlm-1504	74	51	.	.	PUNCT
ajlm-1504	75	1	costing	cost	VERB
ajlm-1504	75	2	analysis	analysis	NOUN
ajlm-1504	75	3	we	we	PRON
ajlm-1504	75	4	reported	report	VERB
ajlm-1504	75	5	the	the	DET
ajlm-1504	75	6	aec	aec	PROPN
ajlm-1504	75	7	and	and	CCONJ
ajlm-1504	75	8	the	the	DET
ajlm-1504	75	9	cost	cost	NOUN
ajlm-1504	75	10	per	per	ADP
ajlm-1504	75	11	registration	registration	NOUN
ajlm-1504	75	12	.	.	PUNCT
ajlm-1504	76	1	data	datum	NOUN
ajlm-1504	76	2	were	be	AUX
ajlm-1504	76	3	reported	report	VERB
ajlm-1504	76	4	for	for	ADP
ajlm-1504	76	5	each	each	DET
ajlm-1504	76	6	cost	cost	NOUN
ajlm-1504	76	7	category	category	NOUN
ajlm-1504	76	8	.	.	PUNCT
ajlm-1504	77	1	the	the	DET
ajlm-1504	77	2	percentage	percentage	NOUN
ajlm-1504	77	3	contribution	contribution	NOUN
ajlm-1504	77	4	of	of	ADP
ajlm-1504	77	5	each	each	DET
ajlm-1504	77	6	cost	cost	NOUN
ajlm-1504	77	7	category	category	NOUN
ajlm-1504	77	8	to	to	ADP
ajlm-1504	77	9	the	the	DET
ajlm-1504	77	10	total	total	ADJ
ajlm-1504	77	11	cost	cost	NOUN
ajlm-1504	77	12	per	per	ADP
ajlm-1504	77	13	registration	registration	NOUN
ajlm-1504	77	14	was	be	AUX
ajlm-1504	77	15	reported	report	VERB
ajlm-1504	77	16	.	.	PUNCT
ajlm-1504	78	1	we	we	PRON
ajlm-1504	78	2	assessed	assess	VERB
ajlm-1504	78	3	the	the	DET
ajlm-1504	78	4	impact	impact	NOUN
ajlm-1504	78	5	of	of	ADP
ajlm-1504	78	6	implementing	implement	VERB
ajlm-1504	78	7	oe	oe	NOUN
ajlm-1504	78	8	at	at	ADP
ajlm-1504	78	9	surrounding	surround	VERB
ajlm-1504	78	10	phc	phc	PROPN
ajlm-1504	78	11	facilities	facility	NOUN
ajlm-1504	78	12	only	only	ADV
ajlm-1504	78	13	versus	versus	ADP
ajlm-1504	78	14	implementing	implement	VERB
ajlm-1504	78	15	oe	oe	NOUN
ajlm-1504	78	16	at	at	ADP
ajlm-1504	78	17	all	all	PRON
ajlm-1504	78	18	surrounding	surround	VERB
ajlm-1504	78	19	phc	phc	PROPN
ajlm-1504	78	20	facilities	facility	NOUN
ajlm-1504	78	21	and	and	CCONJ
ajlm-1504	78	22	all	all	DET
ajlm-1504	78	23	cmjah	cmjah	NOUN
ajlm-1504	78	24	wards	ward	NOUN
ajlm-1504	78	25	.	.	PUNCT
ajlm-1504	79	1	to	to	PART
ajlm-1504	79	2	calculate	calculate	VERB
ajlm-1504	79	3	costs	cost	NOUN
ajlm-1504	79	4	for	for	ADP
ajlm-1504	79	5	each	each	DET
ajlm-1504	79	6	oe	oe	PROPN
ajlm-1504	79	7	scenario	scenario	PROPN
ajlm-1504	79	8	,	,	PUNCT
ajlm-1504	79	9	the	the	DET
ajlm-1504	79	10	percentage	percentage	NOUN
ajlm-1504	79	11	reduction	reduction	NOUN
ajlm-1504	79	12	in	in	ADP
ajlm-1504	79	13	manual	manual	ADJ
ajlm-1504	79	14	ro	ro	NOUN
ajlm-1504	79	15	activities	activity	NOUN
ajlm-1504	79	16	was	be	AUX
ajlm-1504	79	17	applied	apply	VERB
ajlm-1504	79	18	to	to	ADP
ajlm-1504	79	19	the	the	DET
ajlm-1504	79	20	staff	staff	NOUN
ajlm-1504	79	21	costs	cost	NOUN
ajlm-1504	79	22	of	of	ADP
ajlm-1504	79	23	ro	ro	X
ajlm-1504	79	24	clerks	clerk	NOUN
ajlm-1504	79	25	.	.	PUNCT
ajlm-1504	80	1	a	a	DET
ajlm-1504	80	2	rejection	rejection	NOUN
ajlm-1504	80	3	rate	rate	NOUN
ajlm-1504	80	4	of	of	ADP
ajlm-1504	80	5	6	6	NUM
ajlm-1504	80	6	%	%	NOUN
ajlm-1504	80	7	was	be	AUX
ajlm-1504	80	8	used	use	VERB
ajlm-1504	80	9	to	to	PART
ajlm-1504	80	10	determine	determine	VERB
ajlm-1504	80	11	the	the	DET
ajlm-1504	80	12	reduction	reduction	NOUN
ajlm-1504	80	13	in	in	ADP
ajlm-1504	80	14	data	datum	NOUN
ajlm-1504	80	15	collection	collection	NOUN
ajlm-1504	80	16	materials	material	NOUN
ajlm-1504	80	17	and	and	CCONJ
ajlm-1504	80	18	registration	registration	NOUN
ajlm-1504	80	19	materials	material	NOUN
ajlm-1504	80	20	(	(	PUNCT
ajlm-1504	80	21	based	base	VERB
ajlm-1504	80	22	on	on	ADP
ajlm-1504	80	23	lis	li	NOUN
ajlm-1504	80	24	reports	report	NOUN
ajlm-1504	80	25	)	)	PUNCT
ajlm-1504	80	26	.	.	PUNCT
ajlm-1504	81	1	samples	sample	NOUN
ajlm-1504	81	2	are	be	AUX
ajlm-1504	81	3	rejected	reject	VERB
ajlm-1504	81	4	because	because	SCONJ
ajlm-1504	81	5	of	of	ADP
ajlm-1504	81	6	electronic	electronic	ADJ
ajlm-1504	81	7	gatekeeping	gatekeeping	NOUN
ajlm-1504	81	8	rules	rule	NOUN
ajlm-1504	81	9	(	(	PUNCT
ajlm-1504	81	10	such	such	ADJ
ajlm-1504	81	11	as	as	ADP
ajlm-1504	81	12	minimum	minimum	ADJ
ajlm-1504	81	13	re	re	ADJ
ajlm-1504	81	14	-	-	ADJ
ajlm-1504	81	15	testing	testing	ADJ
ajlm-1504	81	16	intervals	interval	NOUN
ajlm-1504	81	17	)	)	PUNCT
ajlm-1504	81	18	or	or	CCONJ
ajlm-1504	81	19	for	for	ADP
ajlm-1504	81	20	failing	fail	VERB
ajlm-1504	81	21	to	to	PART
ajlm-1504	81	22	meet	meet	VERB
ajlm-1504	81	23	essential	essential	ADJ
ajlm-1504	81	24	criteria	criterion	NOUN
ajlm-1504	81	25	stipulated	stipulate	VERB
ajlm-1504	81	26	in	in	ADP
ajlm-1504	81	27	the	the	DET
ajlm-1504	81	28	laboratory	laboratory	NOUN
ajlm-1504	81	29	handbook	handbook	NOUN
ajlm-1504	81	30	(	(	PUNCT
ajlm-1504	81	31	such	such	ADJ
ajlm-1504	81	32	as	as	ADP
ajlm-1504	81	33	missing	miss	VERB
ajlm-1504	81	34	mandatory	mandatory	ADJ
ajlm-1504	81	35	information	information	NOUN
ajlm-1504	81	36	or	or	CCONJ
ajlm-1504	81	37	using	use	VERB
ajlm-1504	81	38	the	the	DET
ajlm-1504	81	39	incorrect	incorrect	ADJ
ajlm-1504	81	40	specimen	speciman	NOUN
ajlm-1504	81	41	type).20,21,22,23	type).20,21,22,23	NOUN
ajlm-1504	81	42	it	it	PRON
ajlm-1504	81	43	was	be	AUX
ajlm-1504	81	44	assumed	assume	VERB
ajlm-1504	81	45	that	that	SCONJ
ajlm-1504	81	46	oe	oe	PROPN
ajlm-1504	81	47	would	would	AUX
ajlm-1504	81	48	integrate	integrate	VERB
ajlm-1504	81	49	electronic	electronic	ADJ
ajlm-1504	81	50	gatekeeping	gatekeeping	NOUN
ajlm-1504	81	51	and	and	CCONJ
ajlm-1504	81	52	rejection	rejection	NOUN
ajlm-1504	81	53	rules	rule	NOUN
ajlm-1504	81	54	to	to	PART
ajlm-1504	81	55	reduce	reduce	VERB
ajlm-1504	81	56	wastage.22,23	wastage.22,23	NOUN
ajlm-1504	81	57	by	by	ADP
ajlm-1504	81	58	integrating	integrate	VERB
ajlm-1504	81	59	these	these	DET
ajlm-1504	81	60	rules	rule	NOUN
ajlm-1504	81	61	,	,	PUNCT
ajlm-1504	81	62	the	the	DET
ajlm-1504	81	63	oe	oe	PROPN
ajlm-1504	81	64	application	application	NOUN
ajlm-1504	81	65	would	would	AUX
ajlm-1504	81	66	alert	alert	VERB
ajlm-1504	81	67	the	the	DET
ajlm-1504	81	68	healthcare	healthcare	NOUN
ajlm-1504	81	69	worker	worker	NOUN
ajlm-1504	81	70	that	that	SCONJ
ajlm-1504	81	71	mandatory	mandatory	ADJ
ajlm-1504	81	72	information	information	NOUN
ajlm-1504	81	73	was	be	AUX
ajlm-1504	81	74	missing	miss	VERB
ajlm-1504	81	75	and	and	CCONJ
ajlm-1504	81	76	prevent	prevent	VERB
ajlm-1504	81	77	the	the	DET
ajlm-1504	81	78	order	order	NOUN
ajlm-1504	81	79	from	from	ADP
ajlm-1504	81	80	being	be	AUX
ajlm-1504	81	81	placed	place	VERB
ajlm-1504	81	82	.	.	PUNCT
ajlm-1504	82	1	this	this	PRON
ajlm-1504	82	2	would	would	AUX
ajlm-1504	82	3	reduce	reduce	VERB
ajlm-1504	82	4	costs	cost	NOUN
ajlm-1504	82	5	by	by	ADP
ajlm-1504	82	6	preventing	prevent	VERB
ajlm-1504	82	7	the	the	DET
ajlm-1504	82	8	use	use	NOUN
ajlm-1504	82	9	of	of	ADP
ajlm-1504	82	10	specimen	speciman	NOUN
ajlm-1504	82	11	collection	collection	NOUN
ajlm-1504	82	12	materials	material	NOUN
ajlm-1504	82	13	,	,	PUNCT
ajlm-1504	82	14	as	as	ADV
ajlm-1504	82	15	well	well	ADV
ajlm-1504	82	16	as	as	ADP
ajlm-1504	82	17	other	other	ADJ
ajlm-1504	82	18	time	time	NOUN
ajlm-1504	82	19	-	-	PUNCT
ajlm-1504	82	20	consuming	consume	VERB
ajlm-1504	82	21	activities	activity	NOUN
ajlm-1504	82	22	,	,	PUNCT
ajlm-1504	82	23	including	include	VERB
ajlm-1504	82	24	sample	sample	NOUN
ajlm-1504	82	25	transport	transport	NOUN
ajlm-1504	82	26	,	,	PUNCT
ajlm-1504	82	27	sample	sample	NOUN
ajlm-1504	82	28	sorting	sorting	NOUN
ajlm-1504	82	29	,	,	PUNCT
ajlm-1504	82	30	data	datum	NOUN
ajlm-1504	82	31	capture	capture	NOUN
ajlm-1504	82	32	,	,	PUNCT
ajlm-1504	82	33	and	and	CCONJ
ajlm-1504	82	34	sample	sample	NOUN
ajlm-1504	82	35	rejection	rejection	NOUN
ajlm-1504	82	36	.	.	PUNCT
ajlm-1504	83	1	currently	currently	ADV
ajlm-1504	83	2	,	,	PUNCT
ajlm-1504	83	3	ro	ro	X
ajlm-1504	83	4	staff	staff	NOUN
ajlm-1504	83	5	capture	capture	VERB
ajlm-1504	83	6	only	only	ADV
ajlm-1504	83	7	6	6	NUM
ajlm-1504	83	8	%	%	NOUN
ajlm-1504	83	9	of	of	ADP
ajlm-1504	83	10	samples	sample	NOUN
ajlm-1504	83	11	that	that	PRON
ajlm-1504	83	12	are	be	AUX
ajlm-1504	83	13	rejected	reject	VERB
ajlm-1504	83	14	on	on	ADP
ajlm-1504	83	15	the	the	DET
ajlm-1504	83	16	lis	li	NOUN
ajlm-1504	83	17	.	.	PUNCT
ajlm-1504	84	1	the	the	DET
ajlm-1504	84	2	aec	aec	PROPN
ajlm-1504	84	3	for	for	ADP
ajlm-1504	84	4	the	the	DET
ajlm-1504	84	5	base	base	NOUN
ajlm-1504	84	6	case	case	NOUN
ajlm-1504	84	7	(	(	PUNCT
ajlm-1504	84	8	as	as	SCONJ
ajlm-1504	84	9	is	be	AUX
ajlm-1504	84	10	)	)	PUNCT
ajlm-1504	84	11	was	be	AUX
ajlm-1504	84	12	compared	compare	VERB
ajlm-1504	84	13	to	to	ADP
ajlm-1504	84	14	the	the	DET
ajlm-1504	84	15	two	two	NUM
ajlm-1504	84	16	oe	oe	NOUN
ajlm-1504	84	17	scenarios	scenario	NOUN
ajlm-1504	84	18	for	for	ADP
ajlm-1504	84	19	each	each	DET
ajlm-1504	84	20	cost	cost	NOUN
ajlm-1504	84	21	category	category	NOUN
ajlm-1504	84	22	.	.	PUNCT
ajlm-1504	85	1	results	result	NOUN
ajlm-1504	85	2	data	datum	NOUN
ajlm-1504	85	3	from	from	ADP
ajlm-1504	85	4	a	a	DET
ajlm-1504	85	5	total	total	NOUN
ajlm-1504	85	6	of	of	ADP
ajlm-1504	85	7	2	2	NUM
ajlm-1504	85	8	163	163	NUM
ajlm-1504	85	9	421	421	NUM
ajlm-1504	85	10	registrations	registration	NOUN
ajlm-1504	85	11	at	at	ADP
ajlm-1504	85	12	the	the	DET
ajlm-1504	85	13	cmjah	cmjah	PROPN
ajlm-1504	85	14	ro	ro	PROPN
ajlm-1504	85	15	were	be	AUX
ajlm-1504	85	16	included	include	VERB
ajlm-1504	85	17	in	in	ADP
ajlm-1504	85	18	the	the	DET
ajlm-1504	85	19	analyses	analysis	NOUN
ajlm-1504	85	20	.	.	PUNCT
ajlm-1504	86	1	the	the	DET
ajlm-1504	86	2	cmjah	cmjah	PROPN
ajlm-1504	86	3	ro	ro	PROPN
ajlm-1504	86	4	consists	consist	VERB
ajlm-1504	86	5	of	of	ADP
ajlm-1504	86	6	68	68	NUM
ajlm-1504	86	7	employees	employee	NOUN
ajlm-1504	86	8	(	(	PUNCT
ajlm-1504	86	9	excluding	exclude	VERB
ajlm-1504	86	10	the	the	DET
ajlm-1504	86	11	business	business	NOUN
ajlm-1504	86	12	manager	manager	NOUN
ajlm-1504	86	13	and	and	CCONJ
ajlm-1504	86	14	administrative	administrative	ADJ
ajlm-1504	86	15	assistant	assistant	NOUN
ajlm-1504	86	16	)	)	PUNCT
ajlm-1504	86	17	,	,	PUNCT
ajlm-1504	86	18	including	include	VERB
ajlm-1504	86	19	34	34	NUM
ajlm-1504	86	20	data	datum	NOUN
ajlm-1504	86	21	capturers	capturer	NOUN
ajlm-1504	86	22	,	,	PUNCT
ajlm-1504	86	23	22	22	NUM
ajlm-1504	86	24	messengers	messenger	NOUN
ajlm-1504	86	25	,	,	PUNCT
ajlm-1504	86	26	four	four	NUM
ajlm-1504	86	27	drivers	driver	NOUN
ajlm-1504	86	28	,	,	PUNCT
ajlm-1504	86	29	four	four	NUM
ajlm-1504	86	30	cleaners	cleaner	NOUN
ajlm-1504	86	31	,	,	PUNCT
ajlm-1504	86	32	three	three	NUM
ajlm-1504	86	33	managers	manager	NOUN
ajlm-1504	86	34	or	or	CCONJ
ajlm-1504	86	35	supervisors	supervisor	NOUN
ajlm-1504	86	36	,	,	PUNCT
ajlm-1504	86	37	and	and	CCONJ
ajlm-1504	86	38	one	one	NUM
ajlm-1504	86	39	administrative	administrative	ADJ
ajlm-1504	86	40	officer	officer	NOUN
ajlm-1504	86	41	.	.	PUNCT
ajlm-1504	87	1	assuming	assume	VERB
ajlm-1504	87	2	a	a	DET
ajlm-1504	87	3	24/7	24/7	NUM
ajlm-1504	87	4	service	service	NOUN
ajlm-1504	87	5	for	for	ADP
ajlm-1504	87	6	365	365	NUM
ajlm-1504	87	7	days	day	NOUN
ajlm-1504	87	8	,	,	PUNCT
ajlm-1504	87	9	this	this	PRON
ajlm-1504	87	10	equates	equate	VERB
ajlm-1504	87	11	to	to	ADP
ajlm-1504	87	12	a	a	DET
ajlm-1504	87	13	daily	daily	ADJ
ajlm-1504	87	14	workload	workload	NOUN
ajlm-1504	87	15	of	of	ADP
ajlm-1504	87	16	5927	5927	NUM
ajlm-1504	87	17	registrations	registration	NOUN
ajlm-1504	87	18	.	.	PUNCT
ajlm-1504	88	1	on	on	ADP
ajlm-1504	88	2	average	average	ADJ
ajlm-1504	88	3	,	,	PUNCT
ajlm-1504	88	4	it	it	PRON
ajlm-1504	88	5	takes	take	VERB
ajlm-1504	88	6	12	12	NUM
ajlm-1504	88	7	min	min	NOUN
ajlm-1504	88	8	per	per	ADP
ajlm-1504	88	9	sample	sample	NOUN
ajlm-1504	88	10	to	to	PART
ajlm-1504	88	11	complete	complete	VERB
ajlm-1504	88	12	sample	sample	NOUN
ajlm-1504	88	13	receipt	receipt	NOUN
ajlm-1504	88	14	,	,	PUNCT
ajlm-1504	88	15	sorting	sorting	NOUN
ajlm-1504	88	16	,	,	PUNCT
ajlm-1504	88	17	registration	registration	NOUN
ajlm-1504	88	18	,	,	PUNCT
ajlm-1504	88	19	barcoding	barcoding	NOUN
ajlm-1504	88	20	,	,	PUNCT
ajlm-1504	88	21	and	and	CCONJ
ajlm-1504	88	22	addition	addition	NOUN
ajlm-1504	88	23	of	of	ADP
ajlm-1504	88	24	test	test	NOUN
ajlm-1504	88	25	tubes	tube	NOUN
ajlm-1504	88	26	to	to	ADP
ajlm-1504	88	27	the	the	DET
ajlm-1504	88	28	track	track	NOUN
ajlm-1504	88	29	for	for	ADP
ajlm-1504	88	30	delivery	delivery	NOUN
ajlm-1504	88	31	to	to	ADP
ajlm-1504	88	32	each	each	DET
ajlm-1504	88	33	laboratory	laboratory	NOUN
ajlm-1504	88	34	section	section	NOUN
ajlm-1504	88	35	.	.	PUNCT
ajlm-1504	89	1	annual	annual	ADJ
ajlm-1504	89	2	equivalent	equivalent	ADJ
ajlm-1504	89	3	cost	cost	NOUN
ajlm-1504	89	4	an	an	DET
ajlm-1504	89	5	aec	aec	NOUN
ajlm-1504	89	6	of	of	ADP
ajlm-1504	89	7	$	$	SYM
ajlm-1504	89	8	1	1	NUM
ajlm-1504	89	9	657	657	NUM
ajlm-1504	89	10	482	482	NUM
ajlm-1504	89	11	usd	usd	NOUN
ajlm-1504	89	12	was	be	AUX
ajlm-1504	89	13	reported	report	VERB
ajlm-1504	89	14	for	for	ADP
ajlm-1504	89	15	the	the	DET
ajlm-1504	89	16	cmjah	cmjah	PROPN
ajlm-1504	89	17	ro	ro	PROPN
ajlm-1504	89	18	.	.	PUNCT
ajlm-1504	90	1	staffing	staffing	NOUN
ajlm-1504	90	2	contributed	contribute	VERB
ajlm-1504	90	3	$	$	SYM
ajlm-1504	90	4	992	992	NUM
ajlm-1504	90	5	664	664	NUM
ajlm-1504	90	6	usd	usd	NOUN
ajlm-1504	90	7	(	(	PUNCT
ajlm-1504	90	8	59.9	59.9	NUM
ajlm-1504	90	9	%	%	NOUN
ajlm-1504	90	10	)	)	PUNCT
ajlm-1504	90	11	,	,	PUNCT
ajlm-1504	90	12	collection	collection	NOUN
ajlm-1504	90	13	materials	material	NOUN
ajlm-1504	90	14	contributed	contribute	VERB
ajlm-1504	90	15	$	$	SYM
ajlm-1504	90	16	355	355	NUM
ajlm-1504	90	17	450	450	NUM
ajlm-1504	90	18	usd	usd	NOUN
ajlm-1504	90	19	(	(	PUNCT
ajlm-1504	90	20	21.4	21.4	NUM
ajlm-1504	90	21	%	%	NOUN
ajlm-1504	90	22	)	)	PUNCT
ajlm-1504	90	23	and	and	CCONJ
ajlm-1504	90	24	other	other	ADJ
ajlm-1504	90	25	operating	operating	NOUN
ajlm-1504	90	26	costs	cost	NOUN
ajlm-1504	90	27	contributed	contribute	VERB
ajlm-1504	90	28	$	$	SYM
ajlm-1504	90	29	222	222	NUM
ajlm-1504	90	30	653	653	NUM
ajlm-1504	90	31	usd	usd	NOUN
ajlm-1504	90	32	(	(	PUNCT
ajlm-1504	90	33	13.4	13.4	NUM
ajlm-1504	90	34	%	%	NOUN
ajlm-1504	90	35	)	)	PUNCT
ajlm-1504	90	36	to	to	ADP
ajlm-1504	90	37	the	the	DET
ajlm-1504	90	38	aec	aec	PROPN
ajlm-1504	90	39	(	(	PUNCT
ajlm-1504	90	40	table	table	NOUN
ajlm-1504	90	41	2	2	NUM
ajlm-1504	90	42	)	)	PUNCT
ajlm-1504	90	43	.	.	PUNCT
ajlm-1504	91	1	registration	registration	NOUN
ajlm-1504	91	2	materials	material	NOUN
ajlm-1504	91	3	(	(	PUNCT
ajlm-1504	91	4	$	$	SYM
ajlm-1504	91	5	54	54	NUM
ajlm-1504	91	6	622	622	NUM
ajlm-1504	91	7	usd	usd	NOUN
ajlm-1504	91	8	)	)	PUNCT
ajlm-1504	91	9	,	,	PUNCT
ajlm-1504	91	10	equipment	equipment	NOUN
ajlm-1504	91	11	(	(	PUNCT
ajlm-1504	91	12	$	$	SYM
ajlm-1504	91	13	20	20	NUM
ajlm-1504	91	14	444	444	NUM
ajlm-1504	91	15	)	)	PUNCT
ajlm-1504	91	16	,	,	PUNCT
ajlm-1504	91	17	and	and	CCONJ
ajlm-1504	91	18	building	building	NOUN
ajlm-1504	91	19	and	and	CCONJ
ajlm-1504	91	20	electricity	electricity	NOUN
ajlm-1504	91	21	(	(	PUNCT
ajlm-1504	91	22	$	$	SYM
ajlm-1504	91	23	11	11	NUM
ajlm-1504	91	24	650	650	NUM
ajlm-1504	91	25	)	)	PUNCT
ajlm-1504	91	26	collectively	collectively	ADV
ajlm-1504	91	27	contributed	contribute	VERB
ajlm-1504	91	28	$	$	SYM
ajlm-1504	91	29	86	86	NUM
ajlm-1504	91	30	716	716	NUM
ajlm-1504	91	31	usd	usd	NOUN
ajlm-1504	91	32	(	(	PUNCT
ajlm-1504	91	33	5.2	5.2	NUM
ajlm-1504	91	34	%	%	NOUN
ajlm-1504	91	35	)	)	PUNCT
ajlm-1504	91	36	to	to	ADP
ajlm-1504	91	37	the	the	DET
ajlm-1504	91	38	aec	aec	PROPN
ajlm-1504	91	39	.	.	PUNCT
ajlm-1504	91	40	table	table	NOUN
ajlm-1504	91	41	2	2	NUM
ajlm-1504	91	42	:	:	PUNCT
ajlm-1504	91	43	 	 	SPACE
ajlm-1504	91	44	annual	annual	ADJ
ajlm-1504	91	45	equivalent	equivalent	ADJ
ajlm-1504	91	46	costs	cost	NOUN
ajlm-1504	91	47	and	and	CCONJ
ajlm-1504	91	48	the	the	DET
ajlm-1504	91	49	cost	cost	NOUN
ajlm-1504	91	50	per	per	ADP
ajlm-1504	91	51	registration	registration	NOUN
ajlm-1504	91	52	for	for	ADP
ajlm-1504	91	53	each	each	DET
ajlm-1504	91	54	cost	cost	NOUN
ajlm-1504	91	55	category	category	NOUN
ajlm-1504	91	56	at	at	ADP
ajlm-1504	91	57	the	the	DET
ajlm-1504	91	58	charlotte	charlotte	PROPN
ajlm-1504	91	59	maxeke	maxeke	PROPN
ajlm-1504	91	60	johannesburg	johannesburg	PROPN
ajlm-1504	91	61	academic	academic	PROPN
ajlm-1504	91	62	hospital	hospital	PROPN
ajlm-1504	91	63	laboratory	laboratory	NOUN
ajlm-1504	91	64	receiving	receive	VERB
ajlm-1504	91	65	office	office	NOUN
ajlm-1504	91	66	,	,	PUNCT
ajlm-1504	91	67	south	south	PROPN
ajlm-1504	91	68	africa	africa	PROPN
ajlm-1504	91	69	,	,	PUNCT
ajlm-1504	91	70	april	april	PROPN
ajlm-1504	91	71	2019	2019	NUM
ajlm-1504	91	72	–	–	PUNCT
ajlm-1504	91	73	march	march	PROPN
ajlm-1504	91	74	2020	2020	NUM
ajlm-1504	91	75	.	.	PUNCT
ajlm-1504	92	1	cost	cost	NOUN
ajlm-1504	92	2	per	per	ADP
ajlm-1504	92	3	registration	registration	NOUN
ajlm-1504	92	4	the	the	DET
ajlm-1504	92	5	total	total	ADJ
ajlm-1504	92	6	cost	cost	NOUN
ajlm-1504	92	7	per	per	ADP
ajlm-1504	92	8	registration	registration	NOUN
ajlm-1504	92	9	was	be	AUX
ajlm-1504	92	10	$	$	SYM
ajlm-1504	92	11	0.766	0.766	NUM
ajlm-1504	92	12	usd	usd	NOUN
ajlm-1504	92	13	.	.	PUNCT
ajlm-1504	93	1	staffing	staffing	NOUN
ajlm-1504	93	2	contributed	contribute	VERB
ajlm-1504	93	3	$	$	SYM
ajlm-1504	93	4	0.459	0.459	NUM
ajlm-1504	93	5	usd	usd	NOUN
ajlm-1504	93	6	,	,	PUNCT
ajlm-1504	93	7	collection	collection	NOUN
ajlm-1504	93	8	materials	material	NOUN
ajlm-1504	93	9	contributed	contribute	VERB
ajlm-1504	93	10	$	$	SYM
ajlm-1504	93	11	0.164	0.164	NUM
ajlm-1504	93	12	usd	usd	NOUN
ajlm-1504	93	13	,	,	PUNCT
ajlm-1504	93	14	other	other	ADJ
ajlm-1504	93	15	operating	operating	NOUN
ajlm-1504	93	16	costs	cost	NOUN
ajlm-1504	93	17	contributed	contribute	VERB
ajlm-1504	93	18	$	$	SYM
ajlm-1504	93	19	0.103	0.103	NUM
ajlm-1504	93	20	usd	usd	NOUN
ajlm-1504	93	21	,	,	PUNCT
ajlm-1504	93	22	registration	registration	NOUN
ajlm-1504	93	23	materials	material	NOUN
ajlm-1504	93	24	contributed	contribute	VERB
ajlm-1504	93	25	$	$	SYM
ajlm-1504	93	26	0.025	0.025	NUM
ajlm-1504	93	27	usd	usd	NOUN
ajlm-1504	93	28	,	,	PUNCT
ajlm-1504	93	29	equipment	equipment	NOUN
ajlm-1504	93	30	contributed	contribute	VERB
ajlm-1504	93	31	$	$	SYM
ajlm-1504	93	32	0.009	0.009	NUM
ajlm-1504	93	33	usd	usd	NOUN
ajlm-1504	93	34	,	,	PUNCT
ajlm-1504	93	35	and	and	CCONJ
ajlm-1504	93	36	building	building	NOUN
ajlm-1504	93	37	and	and	CCONJ
ajlm-1504	93	38	electricity	electricity	NOUN
ajlm-1504	93	39	contributed	contribute	VERB
ajlm-1504	93	40	$	$	SYM
ajlm-1504	93	41	0.005	0.005	NUM
ajlm-1504	93	42	usd	usd	NOUN
ajlm-1504	93	43	to	to	ADP
ajlm-1504	93	44	the	the	DET
ajlm-1504	93	45	cost	cost	NOUN
ajlm-1504	93	46	per	per	ADP
ajlm-1504	93	47	registration	registration	NOUN
ajlm-1504	93	48	.	.	PUNCT
ajlm-1504	94	1	staffing	staffing	NOUN
ajlm-1504	94	2	costs	cost	VERB
ajlm-1504	94	3	the	the	DET
ajlm-1504	94	4	ro	ro	X
ajlm-1504	94	5	core	core	NOUN
ajlm-1504	94	6	staff	staff	NOUN
ajlm-1504	94	7	(	(	PUNCT
ajlm-1504	94	8	50.8	50.8	NUM
ajlm-1504	94	9	%	%	NOUN
ajlm-1504	94	10	)	)	PUNCT
ajlm-1504	94	11	and	and	CCONJ
ajlm-1504	94	12	messengers	messenger	NOUN
ajlm-1504	94	13	and	and	CCONJ
ajlm-1504	94	14	drivers	driver	NOUN
ajlm-1504	94	15	(	(	PUNCT
ajlm-1504	94	16	31.2	31.2	NUM
ajlm-1504	94	17	%	%	NOUN
ajlm-1504	94	18	)	)	PUNCT
ajlm-1504	94	19	contributed	contribute	VERB
ajlm-1504	94	20	82.0	82.0	NUM
ajlm-1504	94	21	%	%	NOUN
ajlm-1504	94	22	of	of	ADP
ajlm-1504	94	23	the	the	DET
ajlm-1504	94	24	total	total	ADJ
ajlm-1504	94	25	staffing	staffing	NOUN
ajlm-1504	94	26	costs	cost	NOUN
ajlm-1504	94	27	,	,	PUNCT
ajlm-1504	94	28	while	while	SCONJ
ajlm-1504	94	29	the	the	DET
ajlm-1504	94	30	ro	ro	X
ajlm-1504	94	31	supervisor	supervisor	NOUN
ajlm-1504	94	32	and	and	CCONJ
ajlm-1504	94	33	ro	ro	NOUN
ajlm-1504	94	34	manager	manager	NOUN
ajlm-1504	94	35	contributed	contribute	VERB
ajlm-1504	94	36	14.4	14.4	NUM
ajlm-1504	94	37	%	%	NOUN
ajlm-1504	94	38	of	of	ADP
ajlm-1504	94	39	the	the	DET
ajlm-1504	94	40	total	total	ADJ
ajlm-1504	94	41	staffing	staffing	NOUN
ajlm-1504	94	42	costs	cost	NOUN
ajlm-1504	94	43	.	.	PUNCT
ajlm-1504	95	1	impact	impact	NOUN
ajlm-1504	95	2	of	of	ADP
ajlm-1504	95	3	order	order	NOUN
ajlm-1504	95	4	entry	entry	NOUN
ajlm-1504	95	5	introducing	introduce	VERB
ajlm-1504	95	6	oe	oe	NOUN
ajlm-1504	95	7	at	at	ADP
ajlm-1504	95	8	the	the	DET
ajlm-1504	95	9	surrounding	surround	VERB
ajlm-1504	95	10	phc	phc	PROPN
ajlm-1504	95	11	facilities	facility	NOUN
ajlm-1504	95	12	,	,	PUNCT
ajlm-1504	95	13	which	which	PRON
ajlm-1504	95	14	contribute	contribute	VERB
ajlm-1504	95	15	50	50	NUM
ajlm-1504	95	16	%	%	NOUN
ajlm-1504	95	17	of	of	ADP
ajlm-1504	95	18	registrations	registration	NOUN
ajlm-1504	95	19	at	at	ADP
ajlm-1504	95	20	cmjah	cmjah	PROPN
ajlm-1504	95	21	,	,	PUNCT
ajlm-1504	95	22	would	would	AUX
ajlm-1504	95	23	reduce	reduce	VERB
ajlm-1504	95	24	costs	cost	NOUN
ajlm-1504	95	25	by	by	ADP
ajlm-1504	95	26	$	$	SYM
ajlm-1504	95	27	285	285	NUM
ajlm-1504	95	28	081	081	NUM
ajlm-1504	95	29	usd	usd	NOUN
ajlm-1504	95	30	.	.	PUNCT
ajlm-1504	96	1	by	by	ADP
ajlm-1504	96	2	implementing	implement	VERB
ajlm-1504	96	3	oe	oe	PROPN
ajlm-1504	96	4	at	at	ADP
ajlm-1504	96	5	the	the	DET
ajlm-1504	96	6	surrounding	surround	VERB
ajlm-1504	96	7	phc	phc	PROPN
ajlm-1504	96	8	facilities	facility	NOUN
ajlm-1504	96	9	and	and	CCONJ
ajlm-1504	96	10	the	the	DET
ajlm-1504	96	11	cmjah	cmjah	PROPN
ajlm-1504	96	12	wards	ward	NOUN
ajlm-1504	96	13	,	,	PUNCT
ajlm-1504	96	14	the	the	DET
ajlm-1504	96	15	estimated	estimate	VERB
ajlm-1504	96	16	cost	cost	NOUN
ajlm-1504	96	17	savings	saving	NOUN
ajlm-1504	96	18	increased	increase	VERB
ajlm-1504	96	19	to	to	ADP
ajlm-1504	96	20	$	$	SYM
ajlm-1504	96	21	335	335	NUM
ajlm-1504	96	22	514	514	NUM
ajlm-1504	96	23	usd	usd	NOUN
ajlm-1504	96	24	(	(	PUNCT
ajlm-1504	96	25	figure	figure	NOUN
ajlm-1504	96	26	2	2	NUM
ajlm-1504	96	27	)	)	PUNCT
ajlm-1504	96	28	.	.	PUNCT
ajlm-1504	97	1	this	this	PRON
ajlm-1504	97	2	is	be	AUX
ajlm-1504	97	3	a	a	DET
ajlm-1504	97	4	20.2	20.2	NUM
ajlm-1504	97	5	%	%	NOUN
ajlm-1504	97	6	cost	cost	NOUN
ajlm-1504	97	7	reduction	reduction	NOUN
ajlm-1504	97	8	from	from	ADP
ajlm-1504	97	9	the	the	DET
ajlm-1504	97	10	current	current	ADJ
ajlm-1504	97	11	costs	cost	NOUN
ajlm-1504	97	12	of	of	ADP
ajlm-1504	97	13	running	run	VERB
ajlm-1504	97	14	the	the	DET
ajlm-1504	97	15	ro	ro	PROPN
ajlm-1504	97	16	service	service	PROPN
ajlm-1504	97	17	.	.	PUNCT
ajlm-1504	98	1	figure	figure	NOUN
ajlm-1504	98	2	2	2	NUM
ajlm-1504	98	3	:	:	PUNCT
ajlm-1504	98	4	impact	impact	NOUN
ajlm-1504	98	5	of	of	ADP
ajlm-1504	98	6	order	order	NOUN
ajlm-1504	98	7	entry	entry	NOUN
ajlm-1504	98	8	implementation	implementation	NOUN
ajlm-1504	98	9	on	on	ADP
ajlm-1504	98	10	the	the	DET
ajlm-1504	98	11	annual	annual	ADJ
ajlm-1504	98	12	equivalent	equivalent	ADJ
ajlm-1504	98	13	cost	cost	NOUN
ajlm-1504	98	14	at	at	ADP
ajlm-1504	98	15	the	the	DET
ajlm-1504	98	16	charlotte	charlotte	PROPN
ajlm-1504	98	17	maxeke	maxeke	PROPN
ajlm-1504	98	18	johannesburg	johannesburg	PROPN
ajlm-1504	98	19	academic	academic	PROPN
ajlm-1504	98	20	hospital	hospital	PROPN
ajlm-1504	98	21	(	(	PUNCT
ajlm-1504	98	22	cmjah	cmjah	PROPN
ajlm-1504	98	23	)	)	PUNCT
ajlm-1504	98	24	laboratory	laboratory	NOUN
ajlm-1504	98	25	receiving	receive	VERB
ajlm-1504	98	26	office	office	NOUN
ajlm-1504	98	27	,	,	PUNCT
ajlm-1504	98	28	south	south	PROPN
ajlm-1504	98	29	africa	africa	PROPN
ajlm-1504	98	30	,	,	PUNCT
ajlm-1504	98	31	april	april	PROPN
ajlm-1504	98	32	2019	2019	NUM
ajlm-1504	98	33	–	–	PUNCT
ajlm-1504	98	34	march	march	PROPN
ajlm-1504	98	35	2020	2020	NUM
ajlm-1504	98	36	.	.	PUNCT
ajlm-1504	99	1	discussion	discussion	NOUN
ajlm-1504	99	2	the	the	DET
ajlm-1504	99	3	cost	cost	NOUN
ajlm-1504	99	4	to	to	PART
ajlm-1504	99	5	register	register	VERB
ajlm-1504	99	6	one	one	NUM
ajlm-1504	99	7	sample	sample	NOUN
ajlm-1504	99	8	at	at	ADP
ajlm-1504	99	9	the	the	DET
ajlm-1504	99	10	cmjah	cmjah	PROPN
ajlm-1504	99	11	ro	ro	PROPN
ajlm-1504	99	12	was	be	AUX
ajlm-1504	99	13	less	less	ADJ
ajlm-1504	99	14	than	than	ADP
ajlm-1504	99	15	$	$	SYM
ajlm-1504	99	16	1.00	1.00	NUM
ajlm-1504	99	17	usd	usd	NOUN
ajlm-1504	99	18	.	.	PUNCT
ajlm-1504	100	1	staffing	staffing	NOUN
ajlm-1504	100	2	was	be	AUX
ajlm-1504	100	3	the	the	DET
ajlm-1504	100	4	major	major	ADJ
ajlm-1504	100	5	contributor	contributor	NOUN
ajlm-1504	100	6	to	to	ADP
ajlm-1504	100	7	the	the	DET
ajlm-1504	100	8	overall	overall	ADJ
ajlm-1504	100	9	cost	cost	NOUN
ajlm-1504	100	10	,	,	PUNCT
ajlm-1504	100	11	highlighting	highlight	VERB
ajlm-1504	100	12	the	the	DET
ajlm-1504	100	13	manual	manual	ADJ
ajlm-1504	100	14	nature	nature	NOUN
ajlm-1504	100	15	of	of	ADP
ajlm-1504	100	16	activities	activity	NOUN
ajlm-1504	100	17	performed	perform	VERB
ajlm-1504	100	18	by	by	ADP
ajlm-1504	100	19	ro	ro	PROPN
ajlm-1504	100	20	staff	staff	NOUN
ajlm-1504	100	21	.	.	PUNCT
ajlm-1504	101	1	collection	collection	NOUN
ajlm-1504	101	2	materials	material	NOUN
ajlm-1504	101	3	and	and	CCONJ
ajlm-1504	101	4	other	other	ADJ
ajlm-1504	101	5	operating	operating	NOUN
ajlm-1504	101	6	costs	cost	NOUN
ajlm-1504	101	7	,	,	PUNCT
ajlm-1504	101	8	on	on	ADP
ajlm-1504	101	9	the	the	DET
ajlm-1504	101	10	other	other	ADJ
ajlm-1504	101	11	hand	hand	NOUN
ajlm-1504	101	12	,	,	PUNCT
ajlm-1504	101	13	contributed	contribute	VERB
ajlm-1504	101	14	only	only	ADV
ajlm-1504	101	15	one	one	NUM
ajlm-1504	101	16	-	-	PUNCT
ajlm-1504	101	17	third	third	NOUN
ajlm-1504	101	18	of	of	ADP
ajlm-1504	101	19	the	the	DET
ajlm-1504	101	20	total	total	ADJ
ajlm-1504	101	21	ro	ro	NOUN
ajlm-1504	101	22	costs	cost	NOUN
ajlm-1504	101	23	.	.	PUNCT
ajlm-1504	102	1	one	one	NUM
ajlm-1504	102	2	of	of	ADP
ajlm-1504	102	3	the	the	DET
ajlm-1504	102	4	current	current	ADJ
ajlm-1504	102	5	data	data	NOUN
ajlm-1504	102	6	challenges	challenge	NOUN
ajlm-1504	102	7	in	in	ADP
ajlm-1504	102	8	healthcare	healthcare	NOUN
ajlm-1504	102	9	services	service	NOUN
ajlm-1504	102	10	in	in	ADP
ajlm-1504	102	11	south	south	PROPN
ajlm-1504	102	12	africa	africa	PROPN
ajlm-1504	102	13	is	be	AUX
ajlm-1504	102	14	that	that	SCONJ
ajlm-1504	102	15	patient	patient	ADJ
ajlm-1504	102	16	demographics	demographic	NOUN
ajlm-1504	102	17	and	and	CCONJ
ajlm-1504	102	18	personal	personal	ADJ
ajlm-1504	102	19	identifiers	identifier	NOUN
ajlm-1504	102	20	are	be	AUX
ajlm-1504	102	21	captured	capture	VERB
ajlm-1504	102	22	on	on	ADP
ajlm-1504	102	23	multiple	multiple	ADJ
ajlm-1504	102	24	data	datum	NOUN
ajlm-1504	102	25	systems	system	NOUN
ajlm-1504	102	26	in	in	ADP
ajlm-1504	102	27	different	different	ADJ
ajlm-1504	102	28	formats	format	NOUN
ajlm-1504	102	29	.	.	PUNCT
ajlm-1504	103	1	this	this	DET
ajlm-1504	103	2	highlights	highlight	VERB
ajlm-1504	103	3	the	the	DET
ajlm-1504	103	4	inefficiencies	inefficiency	NOUN
ajlm-1504	103	5	of	of	ADP
ajlm-1504	103	6	the	the	DET
ajlm-1504	103	7	current	current	ADJ
ajlm-1504	103	8	paper	paper	NOUN
ajlm-1504	103	9	-	-	PUNCT
ajlm-1504	103	10	based	base	VERB
ajlm-1504	103	11	system	system	NOUN
ajlm-1504	103	12	.	.	PUNCT
ajlm-1504	104	1	at	at	ADP
ajlm-1504	104	2	the	the	DET
ajlm-1504	104	3	cmjah	cmjah	NOUN
ajlm-1504	104	4	,	,	PUNCT
ajlm-1504	104	5	patients	patient	NOUN
ajlm-1504	104	6	are	be	AUX
ajlm-1504	104	7	assigned	assign	VERB
ajlm-1504	104	8	a	a	DET
ajlm-1504	104	9	unique	unique	ADJ
ajlm-1504	104	10	patient	patient	NOUN
ajlm-1504	104	11	identifier	identifier	NOUN
ajlm-1504	104	12	and	and	CCONJ
ajlm-1504	104	13	their	their	PRON
ajlm-1504	104	14	details	detail	NOUN
ajlm-1504	104	15	are	be	AUX
ajlm-1504	104	16	captured	capture	VERB
ajlm-1504	104	17	on	on	ADP
ajlm-1504	104	18	the	the	DET
ajlm-1504	104	19	hospital	hospital	NOUN
ajlm-1504	104	20	information	information	NOUN
ajlm-1504	104	21	system	system	NOUN
ajlm-1504	104	22	when	when	SCONJ
ajlm-1504	104	23	they	they	PRON
ajlm-1504	104	24	first	first	ADV
ajlm-1504	104	25	present	present	VERB
ajlm-1504	104	26	for	for	ADP
ajlm-1504	104	27	care	care	NOUN
ajlm-1504	104	28	.	.	PUNCT
ajlm-1504	105	1	when	when	SCONJ
ajlm-1504	105	2	they	they	PRON
ajlm-1504	105	3	present	present	VERB
ajlm-1504	105	4	to	to	ADP
ajlm-1504	105	5	the	the	DET
ajlm-1504	105	6	pharmacy	pharmacy	NOUN
ajlm-1504	105	7	or	or	CCONJ
ajlm-1504	105	8	radiology	radiology	NOUN
ajlm-1504	105	9	units	unit	NOUN
ajlm-1504	105	10	,	,	PUNCT
ajlm-1504	105	11	for	for	ADP
ajlm-1504	105	12	example	example	NOUN
ajlm-1504	105	13	,	,	PUNCT
ajlm-1504	105	14	their	their	PRON
ajlm-1504	105	15	details	detail	NOUN
ajlm-1504	105	16	are	be	AUX
ajlm-1504	105	17	re	re	VERB
ajlm-1504	105	18	-	-	VERB
ajlm-1504	105	19	captured	capture	VERB
ajlm-1504	105	20	.	.	PUNCT
ajlm-1504	106	1	also	also	ADV
ajlm-1504	106	2	,	,	PUNCT
ajlm-1504	106	3	when	when	SCONJ
ajlm-1504	106	4	a	a	DET
ajlm-1504	106	5	laboratory	laboratory	NOUN
ajlm-1504	106	6	test	test	NOUN
ajlm-1504	106	7	is	be	AUX
ajlm-1504	106	8	requested	request	VERB
ajlm-1504	106	9	,	,	PUNCT
ajlm-1504	106	10	this	this	DET
ajlm-1504	106	11	information	information	NOUN
ajlm-1504	106	12	is	be	AUX
ajlm-1504	106	13	transcribed	transcribe	VERB
ajlm-1504	106	14	onto	onto	ADP
ajlm-1504	106	15	the	the	DET
ajlm-1504	106	16	laboratory	laboratory	NOUN
ajlm-1504	106	17	request	request	NOUN
ajlm-1504	106	18	form	form	NOUN
ajlm-1504	106	19	and	and	CCONJ
ajlm-1504	106	20	then	then	ADV
ajlm-1504	106	21	manually	manually	ADV
ajlm-1504	106	22	captured	capture	VERB
ajlm-1504	106	23	in	in	ADP
ajlm-1504	106	24	the	the	DET
ajlm-1504	106	25	lis	li	NOUN
ajlm-1504	106	26	by	by	ADP
ajlm-1504	106	27	data	datum	NOUN
ajlm-1504	106	28	clerks	clerk	NOUN
ajlm-1504	106	29	.	.	PUNCT
ajlm-1504	107	1	aside	aside	ADV
ajlm-1504	107	2	from	from	ADP
ajlm-1504	107	3	the	the	DET
ajlm-1504	107	4	multiplied	multiply	VERB
ajlm-1504	107	5	workload	workload	NOUN
ajlm-1504	107	6	,	,	PUNCT
ajlm-1504	107	7	this	this	DET
ajlm-1504	107	8	multipronged	multipronge	VERB
ajlm-1504	107	9	,	,	PUNCT
ajlm-1504	107	10	multi	multi	ADJ
ajlm-1504	107	11	-	-	ADJ
ajlm-1504	107	12	layered	layered	ADJ
ajlm-1504	107	13	approach	approach	NOUN
ajlm-1504	107	14	to	to	ADP
ajlm-1504	107	15	patient	patient	ADJ
ajlm-1504	107	16	data	datum	NOUN
ajlm-1504	107	17	capture	capture	NOUN
ajlm-1504	107	18	and	and	CCONJ
ajlm-1504	107	19	sample	sample	NOUN
ajlm-1504	107	20	tracking	tracking	NOUN
ajlm-1504	107	21	can	can	AUX
ajlm-1504	107	22	lead	lead	VERB
ajlm-1504	107	23	to	to	ADP
ajlm-1504	107	24	transcription	transcription	NOUN
ajlm-1504	107	25	errors	error	NOUN
ajlm-1504	107	26	and	and	CCONJ
ajlm-1504	107	27	data	datum	NOUN
ajlm-1504	107	28	field	field	NOUN
ajlm-1504	107	29	omissions	omission	NOUN
ajlm-1504	107	30	.	.	PUNCT
ajlm-1504	108	1	these	these	DET
ajlm-1504	108	2	manual	manual	ADJ
ajlm-1504	108	3	transcription	transcription	NOUN
ajlm-1504	108	4	errors	error	NOUN
ajlm-1504	108	5	have	have	AUX
ajlm-1504	108	6	been	be	AUX
ajlm-1504	108	7	confirmed	confirm	VERB
ajlm-1504	108	8	during	during	ADP
ajlm-1504	108	9	random	random	ADJ
ajlm-1504	108	10	data	datum	NOUN
ajlm-1504	108	11	audits	audits	NOUN
ajlm-1504	108	12	of	of	ADP
ajlm-1504	108	13	patient	patient	ADJ
ajlm-1504	108	14	request	request	NOUN
ajlm-1504	108	15	forms	form	NOUN
ajlm-1504	108	16	where	where	SCONJ
ajlm-1504	108	17	differences	difference	NOUN
ajlm-1504	108	18	were	be	AUX
ajlm-1504	108	19	observed	observe	VERB
ajlm-1504	108	20	between	between	ADP
ajlm-1504	108	21	lis	li	NOUN
ajlm-1504	108	22	-	-	PUNCT
ajlm-1504	108	23	contained	contain	VERB
ajlm-1504	108	24	information	information	NOUN
ajlm-1504	108	25	and	and	CCONJ
ajlm-1504	108	26	information	information	NOUN
ajlm-1504	108	27	on	on	ADP
ajlm-1504	108	28	the	the	DET
ajlm-1504	108	29	request	request	NOUN
ajlm-1504	108	30	forms	form	NOUN
ajlm-1504	108	31	(	(	PUNCT
ajlm-1504	108	32	data	datum	NOUN
ajlm-1504	108	33	not	not	PART
ajlm-1504	108	34	shown	show	VERB
ajlm-1504	108	35	)	)	PUNCT
ajlm-1504	108	36	.	.	PUNCT
ajlm-1504	109	1	inefficient	inefficient	ADJ
ajlm-1504	109	2	use	use	NOUN
ajlm-1504	109	3	of	of	ADP
ajlm-1504	109	4	existing	exist	VERB
ajlm-1504	109	5	information	information	NOUN
ajlm-1504	109	6	within	within	ADP
ajlm-1504	109	7	the	the	DET
ajlm-1504	109	8	healthcare	healthcare	NOUN
ajlm-1504	109	9	system	system	NOUN
ajlm-1504	109	10	thus	thus	ADV
ajlm-1504	109	11	increases	increase	VERB
ajlm-1504	109	12	the	the	DET
ajlm-1504	109	13	workflow	workflow	NOUN
ajlm-1504	109	14	complexity	complexity	NOUN
ajlm-1504	109	15	and	and	CCONJ
ajlm-1504	109	16	workload	workload	NOUN
ajlm-1504	109	17	in	in	ADP
ajlm-1504	109	18	the	the	DET
ajlm-1504	109	19	ro	ro	NOUN
ajlm-1504	109	20	,	,	PUNCT
ajlm-1504	109	21	thereby	thereby	ADV
ajlm-1504	109	22	increasing	increase	VERB
ajlm-1504	109	23	the	the	DET
ajlm-1504	109	24	need	need	NOUN
ajlm-1504	109	25	for	for	SCONJ
ajlm-1504	109	26	a	a	DET
ajlm-1504	109	27	large	large	ADJ
ajlm-1504	109	28	staffing	staffing	NOUN
ajlm-1504	109	29	component	component	NOUN
ajlm-1504	109	30	to	to	PART
ajlm-1504	109	31	process	process	VERB
ajlm-1504	109	32	and	and	CCONJ
ajlm-1504	109	33	capture	capture	VERB
ajlm-1504	109	34	information	information	NOUN
ajlm-1504	109	35	on	on	ADP
ajlm-1504	109	36	the	the	DET
ajlm-1504	109	37	lis	li	NOUN
ajlm-1504	109	38	.	.	PUNCT
ajlm-1504	110	1	for	for	ADP
ajlm-1504	110	2	the	the	DET
ajlm-1504	110	3	implementation	implementation	NOUN
ajlm-1504	110	4	of	of	ADP
ajlm-1504	110	5	oe	oe	PROPN
ajlm-1504	110	6	across	across	ADP
ajlm-1504	110	7	the	the	DET
ajlm-1504	110	8	public	public	ADJ
ajlm-1504	110	9	health	health	NOUN
ajlm-1504	110	10	sector	sector	NOUN
ajlm-1504	110	11	in	in	ADP
ajlm-1504	110	12	south	south	PROPN
ajlm-1504	110	13	africa	africa	PROPN
ajlm-1504	110	14	,	,	PUNCT
ajlm-1504	110	15	the	the	DET
ajlm-1504	110	16	use	use	NOUN
ajlm-1504	110	17	of	of	ADP
ajlm-1504	110	18	a	a	DET
ajlm-1504	110	19	national	national	ADJ
ajlm-1504	110	20	unique	unique	ADJ
ajlm-1504	110	21	patient	patient	NOUN
ajlm-1504	110	22	identifier	identifier	NOUN
ajlm-1504	110	23	is	be	AUX
ajlm-1504	110	24	imperative	imperative	ADJ
ajlm-1504	110	25	to	to	PART
ajlm-1504	110	26	ensure	ensure	VERB
ajlm-1504	110	27	consistency	consistency	NOUN
ajlm-1504	110	28	of	of	ADP
ajlm-1504	110	29	information	information	NOUN
ajlm-1504	110	30	irrespective	irrespective	ADV
ajlm-1504	110	31	of	of	ADP
ajlm-1504	110	32	the	the	DET
ajlm-1504	110	33	site	site	NOUN
ajlm-1504	110	34	of	of	ADP
ajlm-1504	110	35	presentation	presentation	NOUN
ajlm-1504	110	36	.	.	PUNCT
ajlm-1504	111	1	currently	currently	ADV
ajlm-1504	111	2	,	,	PUNCT
ajlm-1504	111	3	no	no	DET
ajlm-1504	111	4	unique	unique	ADJ
ajlm-1504	111	5	patient	patient	NOUN
ajlm-1504	111	6	identifier	identifier	NOUN
ajlm-1504	111	7	is	be	AUX
ajlm-1504	111	8	used	use	VERB
ajlm-1504	111	9	within	within	ADP
ajlm-1504	111	10	the	the	DET
ajlm-1504	111	11	public	public	ADJ
ajlm-1504	111	12	health	health	NOUN
ajlm-1504	111	13	system.24	system.24	NOUN
ajlm-1504	111	14	in	in	ADP
ajlm-1504	111	15	the	the	DET
ajlm-1504	111	16	present	present	ADJ
ajlm-1504	111	17	system	system	NOUN
ajlm-1504	111	18	,	,	PUNCT
ajlm-1504	111	19	duplicate	duplicate	ADJ
ajlm-1504	111	20	patient	patient	ADJ
ajlm-1504	111	21	records	record	NOUN
ajlm-1504	111	22	are	be	AUX
ajlm-1504	111	23	inadvertently	inadvertently	ADV
ajlm-1504	111	24	created	create	VERB
ajlm-1504	111	25	on	on	ADP
ajlm-1504	111	26	the	the	DET
ajlm-1504	111	27	hospital	hospital	NOUN
ajlm-1504	111	28	information	information	NOUN
ajlm-1504	111	29	system	system	NOUN
ajlm-1504	111	30	or	or	CCONJ
ajlm-1504	111	31	eprc	eprc	NOUN
ajlm-1504	111	32	systems	system	NOUN
ajlm-1504	111	33	as	as	SCONJ
ajlm-1504	111	34	most	most	ADJ
ajlm-1504	111	35	phc	phc	PROPN
ajlm-1504	111	36	facilities	facility	NOUN
ajlm-1504	111	37	use	use	VERB
ajlm-1504	111	38	alphanumeric	alphanumeric	ADJ
ajlm-1504	111	39	codes	code	NOUN
ajlm-1504	111	40	that	that	PRON
ajlm-1504	111	41	are	be	AUX
ajlm-1504	111	42	not	not	PART
ajlm-1504	111	43	based	base	VERB
ajlm-1504	111	44	on	on	ADP
ajlm-1504	111	45	the	the	DET
ajlm-1504	111	46	national	national	PROPN
ajlm-1504	111	47	health	health	PROPN
ajlm-1504	111	48	identifier	identifier	NOUN
ajlm-1504	111	49	(	(	PUNCT
ajlm-1504	111	50	nhid	nhid	PROPN
ajlm-1504	111	51	)	)	PUNCT
ajlm-1504	111	52	to	to	PART
ajlm-1504	111	53	identify	identify	VERB
ajlm-1504	111	54	patients.25	patients.25	VERB
ajlm-1504	111	55	the	the	DET
ajlm-1504	111	56	development	development	NOUN
ajlm-1504	111	57	of	of	ADP
ajlm-1504	111	58	an	an	DET
ajlm-1504	111	59	electronic	electronic	ADJ
ajlm-1504	111	60	system	system	NOUN
ajlm-1504	111	61	that	that	PRON
ajlm-1504	111	62	can	can	AUX
ajlm-1504	111	63	generate	generate	VERB
ajlm-1504	111	64	a	a	DET
ajlm-1504	111	65	master	master	NOUN
ajlm-1504	111	66	patient	patient	NOUN
ajlm-1504	111	67	index	index	NOUN
ajlm-1504	111	68	or	or	CCONJ
ajlm-1504	111	69	nhid	nhid	NOUN
ajlm-1504	111	70	would	would	AUX
ajlm-1504	111	71	prevent	prevent	VERB
ajlm-1504	111	72	unnecessary	unnecessary	ADJ
ajlm-1504	111	73	data	datum	NOUN
ajlm-1504	111	74	duplication.25	duplication.25	NOUN
ajlm-1504	111	75	this	this	DET
ajlm-1504	111	76	nhid	nhid	NOUN
ajlm-1504	111	77	can	can	AUX
ajlm-1504	111	78	be	be	AUX
ajlm-1504	111	79	implemented	implement	VERB
ajlm-1504	111	80	using	use	VERB
ajlm-1504	111	81	a	a	DET
ajlm-1504	111	82	centralised	centralised	ADJ
ajlm-1504	111	83	,	,	PUNCT
ajlm-1504	111	84	semi	semi	ADJ
ajlm-1504	111	85	-	-	ADJ
ajlm-1504	111	86	distributed	distributed	ADJ
ajlm-1504	111	87	or	or	CCONJ
ajlm-1504	111	88	highly	highly	ADV
ajlm-1504	111	89	distributed	distribute	VERB
ajlm-1504	111	90	model.25	model.25	NOUN
ajlm-1504	111	91	the	the	DET
ajlm-1504	111	92	different	different	ADJ
ajlm-1504	111	93	models	model	NOUN
ajlm-1504	111	94	determine	determine	VERB
ajlm-1504	111	95	where	where	SCONJ
ajlm-1504	111	96	the	the	DET
ajlm-1504	111	97	nhid	nhid	NOUN
ajlm-1504	111	98	is	be	AUX
ajlm-1504	111	99	assigned	assign	VERB
ajlm-1504	111	100	,	,	PUNCT
ajlm-1504	111	101	that	that	ADV
ajlm-1504	111	102	is	is	ADV
ajlm-1504	111	103	,	,	PUNCT
ajlm-1504	111	104	at	at	ADP
ajlm-1504	111	105	the	the	DET
ajlm-1504	111	106	national	national	ADJ
ajlm-1504	111	107	,	,	PUNCT
ajlm-1504	111	108	regional	regional	ADJ
ajlm-1504	111	109	or	or	CCONJ
ajlm-1504	111	110	facility	facility	NOUN
ajlm-1504	111	111	level.25	level.25	NOUN
ajlm-1504	111	112	the	the	DET
ajlm-1504	111	113	aim	aim	NOUN
ajlm-1504	111	114	would	would	AUX
ajlm-1504	111	115	be	be	AUX
ajlm-1504	111	116	to	to	PART
ajlm-1504	111	117	develop	develop	VERB
ajlm-1504	111	118	an	an	DET
ajlm-1504	111	119	nhid	nhid	NOUN
ajlm-1504	111	120	system	system	NOUN
ajlm-1504	111	121	that	that	PRON
ajlm-1504	111	122	contains	contain	VERB
ajlm-1504	111	123	a	a	DET
ajlm-1504	111	124	master	master	NOUN
ajlm-1504	111	125	record	record	NOUN
ajlm-1504	111	126	of	of	ADP
ajlm-1504	111	127	all	all	DET
ajlm-1504	111	128	patients	patient	NOUN
ajlm-1504	111	129	that	that	PRON
ajlm-1504	111	130	have	have	AUX
ajlm-1504	111	131	accessed	access	VERB
ajlm-1504	111	132	public	public	ADJ
ajlm-1504	111	133	healthcare	healthcare	NOUN
ajlm-1504	111	134	services	service	NOUN
ajlm-1504	111	135	across	across	ADP
ajlm-1504	111	136	south	south	PROPN
ajlm-1504	111	137	africa	africa	PROPN
ajlm-1504	111	138	.	.	PUNCT
ajlm-1504	112	1	a	a	DET
ajlm-1504	112	2	new	new	ADJ
ajlm-1504	112	3	nhid	nhid	NOUN
ajlm-1504	112	4	would	would	AUX
ajlm-1504	112	5	only	only	ADV
ajlm-1504	112	6	be	be	AUX
ajlm-1504	112	7	assigned	assign	VERB
ajlm-1504	112	8	after	after	ADP
ajlm-1504	112	9	searching	search	VERB
ajlm-1504	112	10	the	the	DET
ajlm-1504	112	11	national	national	ADJ
ajlm-1504	112	12	master	master	PROPN
ajlm-1504	112	13	patient	patient	PROPN
ajlm-1504	112	14	index	index	NOUN
ajlm-1504	112	15	list	list	NOUN
ajlm-1504	112	16	to	to	PART
ajlm-1504	112	17	prevent	prevent	VERB
ajlm-1504	112	18	the	the	DET
ajlm-1504	112	19	duplication	duplication	NOUN
ajlm-1504	112	20	of	of	ADP
ajlm-1504	112	21	patient	patient	ADJ
ajlm-1504	112	22	information	information	NOUN
ajlm-1504	112	23	.	.	PUNCT
ajlm-1504	113	1	this	this	PRON
ajlm-1504	113	2	will	will	AUX
ajlm-1504	113	3	facilitate	facilitate	VERB
ajlm-1504	113	4	the	the	DET
ajlm-1504	113	5	seamless	seamless	ADJ
ajlm-1504	113	6	data	data	NOUN
ajlm-1504	113	7	transfer	transfer	NOUN
ajlm-1504	113	8	of	of	ADP
ajlm-1504	113	9	patient	patient	ADJ
ajlm-1504	113	10	information	information	NOUN
ajlm-1504	113	11	to	to	ADP
ajlm-1504	113	12	the	the	DET
ajlm-1504	113	13	oe	oe	PROPN
ajlm-1504	113	14	application	application	NOUN
ajlm-1504	113	15	,	,	PUNCT
ajlm-1504	113	16	enable	enable	VERB
ajlm-1504	113	17	longitudinal	longitudinal	ADJ
ajlm-1504	113	18	tracking	tracking	NOUN
ajlm-1504	113	19	of	of	ADP
ajlm-1504	113	20	patients	patient	NOUN
ajlm-1504	113	21	,	,	PUNCT
ajlm-1504	113	22	and	and	CCONJ
ajlm-1504	113	23	reduce	reduce	VERB
ajlm-1504	113	24	healthcare	healthcare	NOUN
ajlm-1504	113	25	costs	cost	NOUN
ajlm-1504	113	26	by	by	ADP
ajlm-1504	113	27	not	not	PART
ajlm-1504	113	28	repeating	repeat	VERB
ajlm-1504	113	29	laboratory	laboratory	NOUN
ajlm-1504	113	30	investigations	investigation	NOUN
ajlm-1504	113	31	that	that	PRON
ajlm-1504	113	32	were	be	AUX
ajlm-1504	113	33	already	already	ADV
ajlm-1504	113	34	requested	request	VERB
ajlm-1504	113	35	by	by	ADP
ajlm-1504	113	36	another	another	DET
ajlm-1504	113	37	health	health	NOUN
ajlm-1504	113	38	facility	facility	NOUN
ajlm-1504	113	39	.	.	PUNCT
ajlm-1504	114	1	the	the	DET
ajlm-1504	114	2	cost	cost	NOUN
ajlm-1504	114	3	to	to	PART
ajlm-1504	114	4	implement	implement	VERB
ajlm-1504	114	5	oe	oe	PROPN
ajlm-1504	114	6	(	(	PUNCT
ajlm-1504	114	7	capital	capital	NOUN
ajlm-1504	114	8	expenditure	expenditure	NOUN
ajlm-1504	114	9	and	and	CCONJ
ajlm-1504	114	10	maintenance	maintenance	NOUN
ajlm-1504	114	11	)	)	PUNCT
ajlm-1504	114	12	and	and	CCONJ
ajlm-1504	114	13	an	an	DET
ajlm-1504	114	14	electronic	electronic	ADJ
ajlm-1504	114	15	health	health	NOUN
ajlm-1504	114	16	record	record	NOUN
ajlm-1504	114	17	system	system	NOUN
ajlm-1504	114	18	is	be	AUX
ajlm-1504	114	19	a	a	DET
ajlm-1504	114	20	function	function	NOUN
ajlm-1504	114	21	of	of	ADP
ajlm-1504	114	22	bed	bed	NOUN
ajlm-1504	114	23	size.26	size.26	VERB
ajlm-1504	114	24	the	the	DET
ajlm-1504	114	25	one	one	NUM
ajlm-1504	114	26	-	-	PUNCT
ajlm-1504	114	27	time	time	NOUN
ajlm-1504	114	28	capital	capital	NOUN
ajlm-1504	114	29	cost	cost	NOUN
ajlm-1504	114	30	to	to	PART
ajlm-1504	114	31	implement	implement	VERB
ajlm-1504	114	32	oe	oe	PROPN
ajlm-1504	114	33	for	for	ADP
ajlm-1504	114	34	a	a	DET
ajlm-1504	114	35	720	720	NUM
ajlm-1504	114	36	-	-	PUNCT
ajlm-1504	114	37	bed	bed	NOUN
ajlm-1504	114	38	facility	facility	NOUN
ajlm-1504	114	39	was	be	AUX
ajlm-1504	114	40	estimated	estimate	VERB
ajlm-1504	114	41	at	at	ADP
ajlm-1504	114	42	$	$	SYM
ajlm-1504	114	43	16	16	NUM
ajlm-1504	114	44	026	026	NUM
ajlm-1504	114	45	676	676	NUM
ajlm-1504	114	46	usd	usd	NOUN
ajlm-1504	114	47	(	(	PUNCT
ajlm-1504	114	48	2012	2012	NUM
ajlm-1504	114	49	equivalent),26,27	equivalent),26,27	PROPN
ajlm-1504	114	50	and	and	CCONJ
ajlm-1504	114	51	the	the	DET
ajlm-1504	114	52	annual	annual	ADJ
ajlm-1504	114	53	maintenance	maintenance	NOUN
ajlm-1504	114	54	costs	cost	NOUN
ajlm-1504	114	55	were	be	AUX
ajlm-1504	114	56	estimated	estimate	VERB
ajlm-1504	114	57	to	to	PART
ajlm-1504	114	58	be	be	AUX
ajlm-1504	114	59	$	$	SYM
ajlm-1504	114	60	2	2	NUM
ajlm-1504	114	61	015	015	NUM
ajlm-1504	114	62	807	807	NUM
ajlm-1504	114	63	usd.26,27	usd.26,27	ADV
ajlm-1504	114	64	as	as	SCONJ
ajlm-1504	114	65	this	this	DET
ajlm-1504	114	66	data	datum	NOUN
ajlm-1504	114	67	were	be	AUX
ajlm-1504	114	68	reported	report	VERB
ajlm-1504	114	69	for	for	ADP
ajlm-1504	114	70	four	four	NUM
ajlm-1504	114	71	hospitals	hospital	NOUN
ajlm-1504	114	72	with	with	ADP
ajlm-1504	114	73	an	an	DET
ajlm-1504	114	74	existing	exist	VERB
ajlm-1504	114	75	electronic	electronic	ADJ
ajlm-1504	114	76	health	health	NOUN
ajlm-1504	114	77	record	record	NOUN
ajlm-1504	114	78	system	system	NOUN
ajlm-1504	114	79	,	,	PUNCT
ajlm-1504	114	80	we	we	PRON
ajlm-1504	114	81	calculated	calculate	VERB
ajlm-1504	114	82	the	the	DET
ajlm-1504	114	83	cost	cost	NOUN
ajlm-1504	114	84	for	for	ADP
ajlm-1504	114	85	a	a	DET
ajlm-1504	114	86	single	single	ADJ
ajlm-1504	114	87	hospital	hospital	NOUN
ajlm-1504	114	88	and	and	CCONJ
ajlm-1504	114	89	used	use	VERB
ajlm-1504	114	90	the	the	DET
ajlm-1504	114	91	interest	interest	NOUN
ajlm-1504	114	92	rates	rate	NOUN
ajlm-1504	114	93	reported	report	VERB
ajlm-1504	114	94	by	by	ADP
ajlm-1504	114	95	the	the	DET
ajlm-1504	114	96	international	international	ADJ
ajlm-1504	114	97	monetary	monetary	ADJ
ajlm-1504	114	98	fund	fund	NOUN
ajlm-1504	114	99	to	to	PART
ajlm-1504	114	100	determine	determine	VERB
ajlm-1504	114	101	the	the	DET
ajlm-1504	114	102	equivalent	equivalent	ADJ
ajlm-1504	114	103	value	value	NOUN
ajlm-1504	114	104	in	in	ADP
ajlm-1504	114	105	2019.28	2019.28	NUM
ajlm-1504	114	106	between	between	ADP
ajlm-1504	114	107	2013	2013	NUM
ajlm-1504	114	108	and	and	CCONJ
ajlm-1504	114	109	2019	2019	NUM
ajlm-1504	114	110	,	,	PUNCT
ajlm-1504	114	111	the	the	DET
ajlm-1504	114	112	south	south	ADJ
ajlm-1504	114	113	african	african	ADJ
ajlm-1504	114	114	central	central	PROPN
ajlm-1504	114	115	bank	bank	NOUN
ajlm-1504	114	116	policy	policy	NOUN
ajlm-1504	114	117	rate	rate	NOUN
ajlm-1504	114	118	reported	report	VERB
ajlm-1504	114	119	a	a	DET
ajlm-1504	114	120	cumulative	cumulative	ADJ
ajlm-1504	114	121	inflation	inflation	NOUN
ajlm-1504	114	122	rate	rate	NOUN
ajlm-1504	114	123	of	of	ADP
ajlm-1504	114	124	6.63%.28	6.63%.28	NUM
ajlm-1504	114	125	this	this	PRON
ajlm-1504	114	126	equates	equate	VERB
ajlm-1504	114	127	to	to	ADP
ajlm-1504	114	128	an	an	DET
ajlm-1504	114	129	annual	annual	ADJ
ajlm-1504	114	130	cost	cost	NOUN
ajlm-1504	114	131	of	of	ADP
ajlm-1504	114	132	$	$	SYM
ajlm-1504	114	133	4	4	NUM
ajlm-1504	114	134	809	809	NUM
ajlm-1504	114	135	449	449	NUM
ajlm-1504	114	136	usd	usd	NOUN
ajlm-1504	114	137	per	per	ADP
ajlm-1504	114	138	hospital	hospital	NOUN
ajlm-1504	114	139	in	in	ADP
ajlm-1504	114	140	2019.28	2019.28	NUM
ajlm-1504	114	141	in	in	ADP
ajlm-1504	114	142	contrast	contrast	NOUN
ajlm-1504	114	143	,	,	PUNCT
ajlm-1504	114	144	a	a	DET
ajlm-1504	114	145	district	district	NOUN
ajlm-1504	114	146	hospital	hospital	NOUN
ajlm-1504	114	147	in	in	ADP
ajlm-1504	114	148	kenya	kenya	PROPN
ajlm-1504	114	149	reported	report	VERB
ajlm-1504	114	150	a	a	DET
ajlm-1504	114	151	cost	cost	NOUN
ajlm-1504	114	152	of	of	ADP
ajlm-1504	114	153	$	$	SYM
ajlm-1504	114	154	2.1	2.1	NUM
ajlm-1504	114	155	million	million	NUM
ajlm-1504	114	156	usd	usd	NOUN
ajlm-1504	114	157	for	for	ADP
ajlm-1504	114	158	the	the	DET
ajlm-1504	114	159	implementation	implementation	NOUN
ajlm-1504	114	160	of	of	ADP
ajlm-1504	114	161	oe	oe	PROPN
ajlm-1504	114	162	and	and	CCONJ
ajlm-1504	114	163	$	$	SYM
ajlm-1504	114	164	435	435	NUM
ajlm-1504	114	165	000	000	NUM
ajlm-1504	114	166	usd	usd	NOUN
ajlm-1504	114	167	for	for	ADP
ajlm-1504	114	168	annual	annual	ADJ
ajlm-1504	114	169	maintenance.29	maintenance.29	NOUN
ajlm-1504	114	170	given	give	VERB
ajlm-1504	114	171	that	that	SCONJ
ajlm-1504	114	172	this	this	DET
ajlm-1504	114	173	hospital	hospital	NOUN
ajlm-1504	114	174	has	have	AUX
ajlm-1504	114	175	320	320	NUM
ajlm-1504	114	176	beds	bed	NOUN
ajlm-1504	114	177	,	,	PUNCT
ajlm-1504	114	178	this	this	PRON
ajlm-1504	114	179	is	be	AUX
ajlm-1504	114	180	not	not	PART
ajlm-1504	114	181	a	a	DET
ajlm-1504	114	182	reasonable	reasonable	ADJ
ajlm-1504	114	183	cost	cost	NOUN
ajlm-1504	114	184	estimate	estimate	NOUN
ajlm-1504	114	185	for	for	ADP
ajlm-1504	114	186	oe	oe	PROPN
ajlm-1504	114	187	implementation	implementation	NOUN
ajlm-1504	114	188	at	at	ADP
ajlm-1504	114	189	cmjah	cmjah	PROPN
ajlm-1504	114	190	(	(	PUNCT
ajlm-1504	114	191	1088	1088	NUM
ajlm-1504	114	192	beds).30	beds).30	VERB
ajlm-1504	114	193	therefore	therefore	ADV
ajlm-1504	114	194	,	,	PUNCT
ajlm-1504	114	195	a	a	DET
ajlm-1504	114	196	local	local	ADJ
ajlm-1504	114	197	costing	cost	VERB
ajlm-1504	114	198	study	study	NOUN
ajlm-1504	114	199	is	be	AUX
ajlm-1504	114	200	required	require	VERB
ajlm-1504	114	201	to	to	PART
ajlm-1504	114	202	assess	assess	VERB
ajlm-1504	114	203	the	the	DET
ajlm-1504	114	204	implementation	implementation	NOUN
ajlm-1504	114	205	and	and	CCONJ
ajlm-1504	114	206	maintenance	maintenance	NOUN
ajlm-1504	114	207	costs	cost	NOUN
ajlm-1504	114	208	of	of	ADP
ajlm-1504	114	209	oe	oe	NOUN
ajlm-1504	114	210	for	for	ADP
ajlm-1504	114	211	all	all	DET
ajlm-1504	114	212	wards	ward	NOUN
ajlm-1504	114	213	at	at	ADP
ajlm-1504	114	214	cmjah	cmjah	PROPN
ajlm-1504	114	215	,	,	PUNCT
ajlm-1504	114	216	nelson	nelson	PROPN
ajlm-1504	114	217	mandela	mandela	PROPN
ajlm-1504	114	218	children	children	PROPN
ajlm-1504	114	219	’s	’s	PART
ajlm-1504	114	220	hospital	hospital	NOUN
ajlm-1504	114	221	,	,	PUNCT
ajlm-1504	114	222	and	and	CCONJ
ajlm-1504	114	223	surrounding	surround	VERB
ajlm-1504	114	224	phc	phc	PROPN
ajlm-1504	114	225	facilities	facility	NOUN
ajlm-1504	114	226	.	.	PUNCT
ajlm-1504	115	1	given	give	VERB
ajlm-1504	115	2	the	the	DET
ajlm-1504	115	3	connectivity	connectivity	NOUN
ajlm-1504	115	4	and	and	CCONJ
ajlm-1504	115	5	information	information	NOUN
ajlm-1504	115	6	technology	technology	NOUN
ajlm-1504	115	7	infrastructure	infrastructure	NOUN
ajlm-1504	115	8	challenges	challenge	NOUN
ajlm-1504	115	9	in	in	ADP
ajlm-1504	115	10	the	the	DET
ajlm-1504	115	11	public	public	ADJ
ajlm-1504	115	12	health	health	NOUN
ajlm-1504	115	13	sector	sector	NOUN
ajlm-1504	115	14	in	in	ADP
ajlm-1504	115	15	south	south	PROPN
ajlm-1504	115	16	africa	africa	PROPN
ajlm-1504	115	17	,	,	PUNCT
ajlm-1504	115	18	extensive	extensive	ADJ
ajlm-1504	115	19	investments	investment	NOUN
ajlm-1504	115	20	would	would	AUX
ajlm-1504	115	21	have	have	VERB
ajlm-1504	115	22	to	to	PART
ajlm-1504	115	23	be	be	AUX
ajlm-1504	115	24	made	make	VERB
ajlm-1504	115	25	to	to	PART
ajlm-1504	115	26	make	make	VERB
ajlm-1504	115	27	oe	oe	NOUN
ajlm-1504	115	28	accessible	accessible	ADJ
ajlm-1504	115	29	and	and	CCONJ
ajlm-1504	115	30	to	to	PART
ajlm-1504	115	31	develop	develop	VERB
ajlm-1504	115	32	the	the	DET
ajlm-1504	115	33	necessary	necessary	ADJ
ajlm-1504	115	34	interfaces	interface	NOUN
ajlm-1504	115	35	with	with	ADP
ajlm-1504	115	36	the	the	DET
ajlm-1504	115	37	different	different	ADJ
ajlm-1504	115	38	hospital	hospital	NOUN
ajlm-1504	115	39	information	information	NOUN
ajlm-1504	115	40	system	system	NOUN
ajlm-1504	115	41	and	and	CCONJ
ajlm-1504	115	42	eprc	eprc	NOUN
ajlm-1504	115	43	systems	system	NOUN
ajlm-1504	115	44	used	use	VERB
ajlm-1504	115	45	by	by	ADP
ajlm-1504	115	46	hospitals	hospital	NOUN
ajlm-1504	115	47	and	and	CCONJ
ajlm-1504	115	48	phc	phc	PROPN
ajlm-1504	115	49	facilities	facility	NOUN
ajlm-1504	115	50	.	.	PUNCT
ajlm-1504	116	1	to	to	PART
ajlm-1504	116	2	implement	implement	VERB
ajlm-1504	116	3	oe	oe	PROPN
ajlm-1504	116	4	at	at	ADP
ajlm-1504	116	5	phc	phc	PROPN
ajlm-1504	116	6	facilities	facility	NOUN
ajlm-1504	116	7	,	,	PUNCT
ajlm-1504	116	8	some	some	DET
ajlm-1504	116	9	minimum	minimum	ADJ
ajlm-1504	116	10	infrastructures	infrastructure	NOUN
ajlm-1504	116	11	such	such	ADJ
ajlm-1504	116	12	as	as	ADP
ajlm-1504	116	13	tablets	tablet	NOUN
ajlm-1504	116	14	,	,	PUNCT
ajlm-1504	116	15	computers	computer	NOUN
ajlm-1504	116	16	,	,	PUNCT
ajlm-1504	116	17	internet	internet	NOUN
ajlm-1504	116	18	connection	connection	NOUN
ajlm-1504	116	19	and	and	CCONJ
ajlm-1504	116	20	an	an	DET
ajlm-1504	116	21	eprc	eprc	NOUN
ajlm-1504	116	22	interface	interface	NOUN
ajlm-1504	116	23	are	be	AUX
ajlm-1504	116	24	required.9	required.9	NOUN
ajlm-1504	116	25	these	these	PRON
ajlm-1504	116	26	are	be	AUX
ajlm-1504	116	27	required	require	VERB
ajlm-1504	116	28	for	for	ADP
ajlm-1504	116	29	the	the	DET
ajlm-1504	116	30	electronic	electronic	ADJ
ajlm-1504	116	31	transfer	transfer	NOUN
ajlm-1504	116	32	of	of	ADP
ajlm-1504	116	33	orders	order	NOUN
ajlm-1504	116	34	to	to	ADP
ajlm-1504	116	35	the	the	DET
ajlm-1504	116	36	lis	li	NOUN
ajlm-1504	116	37	and	and	CCONJ
ajlm-1504	116	38	the	the	DET
ajlm-1504	116	39	return	return	NOUN
ajlm-1504	116	40	of	of	ADP
ajlm-1504	116	41	results.9	results.9	PROPN
ajlm-1504	116	42	for	for	ADP
ajlm-1504	116	43	this	this	DET
ajlm-1504	116	44	electronic	electronic	ADJ
ajlm-1504	116	45	transfer	transfer	NOUN
ajlm-1504	116	46	,	,	PUNCT
ajlm-1504	116	47	logical	logical	ADJ
ajlm-1504	116	48	observation	observation	NOUN
ajlm-1504	116	49	identifier	identifier	NOUN
ajlm-1504	116	50	names	name	NOUN
ajlm-1504	116	51	and	and	CCONJ
ajlm-1504	116	52	codes	code	NOUN
ajlm-1504	116	53	could	could	AUX
ajlm-1504	116	54	be	be	AUX
ajlm-1504	116	55	used.31	used.31	ADJ
ajlm-1504	116	56	implementing	implement	VERB
ajlm-1504	116	57	oe	oe	NOUN
ajlm-1504	116	58	at	at	ADP
ajlm-1504	116	59	the	the	DET
ajlm-1504	116	60	surrounding	surround	VERB
ajlm-1504	116	61	phc	phc	PROPN
ajlm-1504	116	62	facilities	facility	NOUN
ajlm-1504	116	63	and	and	CCONJ
ajlm-1504	116	64	cmjah	cmjah	PROPN
ajlm-1504	116	65	wards	ward	NOUN
ajlm-1504	116	66	would	would	AUX
ajlm-1504	116	67	result	result	VERB
ajlm-1504	116	68	in	in	ADP
ajlm-1504	116	69	an	an	DET
ajlm-1504	116	70	estimated	estimate	VERB
ajlm-1504	116	71	annual	annual	ADJ
ajlm-1504	116	72	cost	cost	NOUN
ajlm-1504	116	73	saving	saving	NOUN
ajlm-1504	116	74	of	of	ADP
ajlm-1504	116	75	around	around	ADV
ajlm-1504	116	76	20	20	NUM
ajlm-1504	116	77	%	%	NOUN
ajlm-1504	116	78	.	.	PUNCT
ajlm-1504	117	1	should	should	AUX
ajlm-1504	117	2	the	the	DET
ajlm-1504	117	3	cost	cost	NOUN
ajlm-1504	117	4	of	of	ADP
ajlm-1504	117	5	oe	oe	PROPN
ajlm-1504	117	6	installation	installation	NOUN
ajlm-1504	117	7	be	be	AUX
ajlm-1504	117	8	similar	similar	ADJ
ajlm-1504	117	9	to	to	ADP
ajlm-1504	117	10	the	the	DET
ajlm-1504	117	11	cost	cost	NOUN
ajlm-1504	117	12	of	of	ADP
ajlm-1504	117	13	the	the	DET
ajlm-1504	117	14	cmjah	cmjah	PROPN
ajlm-1504	117	15	ro	ro	NOUN
ajlm-1504	117	16	,	,	PUNCT
ajlm-1504	117	17	it	it	PRON
ajlm-1504	117	18	would	would	AUX
ajlm-1504	117	19	be	be	AUX
ajlm-1504	117	20	possible	possible	ADJ
ajlm-1504	117	21	to	to	PART
ajlm-1504	117	22	pay	pay	VERB
ajlm-1504	117	23	the	the	DET
ajlm-1504	117	24	capital	capital	NOUN
ajlm-1504	117	25	cost	cost	NOUN
ajlm-1504	117	26	of	of	ADP
ajlm-1504	117	27	the	the	DET
ajlm-1504	117	28	system	system	NOUN
ajlm-1504	117	29	with	with	ADP
ajlm-1504	117	30	the	the	DET
ajlm-1504	117	31	savings	saving	NOUN
ajlm-1504	117	32	generated	generate	VERB
ajlm-1504	117	33	over	over	ADP
ajlm-1504	117	34	a	a	DET
ajlm-1504	117	35	five	five	NUM
ajlm-1504	117	36	-	-	PUNCT
ajlm-1504	117	37	year	year	NOUN
ajlm-1504	117	38	period	period	NOUN
ajlm-1504	117	39	.	.	PUNCT
ajlm-1504	118	1	there	there	PRON
ajlm-1504	118	2	may	may	AUX
ajlm-1504	118	3	also	also	ADV
ajlm-1504	118	4	be	be	AUX
ajlm-1504	118	5	additional	additional	ADJ
ajlm-1504	118	6	cost	cost	NOUN
ajlm-1504	118	7	savings	saving	NOUN
ajlm-1504	118	8	generated	generate	VERB
ajlm-1504	118	9	by	by	ADP
ajlm-1504	118	10	better	well	ADJ
ajlm-1504	118	11	adherence	adherence	NOUN
ajlm-1504	118	12	to	to	ADP
ajlm-1504	118	13	treatment	treatment	NOUN
ajlm-1504	118	14	and	and	CCONJ
ajlm-1504	118	15	pathology	pathology	NOUN
ajlm-1504	118	16	testing	testing	NOUN
ajlm-1504	118	17	guidelines	guideline	NOUN
ajlm-1504	118	18	,	,	PUNCT
ajlm-1504	118	19	reduced	reduce	VERB
ajlm-1504	118	20	rejections	rejection	NOUN
ajlm-1504	118	21	and	and	CCONJ
ajlm-1504	118	22	more	more	ADV
ajlm-1504	118	23	appropriate	appropriate	ADJ
ajlm-1504	118	24	ordering	ordering	NOUN
ajlm-1504	118	25	.	.	PUNCT
ajlm-1504	119	1	another	another	DET
ajlm-1504	119	2	study	study	NOUN
ajlm-1504	119	3	reported	report	VERB
ajlm-1504	119	4	that	that	SCONJ
ajlm-1504	119	5	the	the	DET
ajlm-1504	119	6	implementation	implementation	NOUN
ajlm-1504	119	7	of	of	ADP
ajlm-1504	119	8	oe	oe	PROPN
ajlm-1504	119	9	at	at	ADP
ajlm-1504	119	10	a	a	DET
ajlm-1504	119	11	large	large	ADJ
ajlm-1504	119	12	academic	academic	ADJ
ajlm-1504	119	13	hospital	hospital	NOUN
ajlm-1504	119	14	resulted	result	VERB
ajlm-1504	119	15	in	in	ADP
ajlm-1504	119	16	an	an	DET
ajlm-1504	119	17	annual	annual	ADJ
ajlm-1504	119	18	saving	saving	NOUN
ajlm-1504	119	19	of	of	ADP
ajlm-1504	119	20	$	$	SYM
ajlm-1504	119	21	2.2	2.2	NUM
ajlm-1504	119	22	million	million	NUM
ajlm-1504	119	23	usd	usd	NOUN
ajlm-1504	119	24	compared	compare	VERB
ajlm-1504	119	25	to	to	ADP
ajlm-1504	119	26	an	an	DET
ajlm-1504	119	27	investment	investment	NOUN
ajlm-1504	119	28	of	of	ADP
ajlm-1504	119	29	$	$	SYM
ajlm-1504	119	30	11.8	11.8	NUM
ajlm-1504	119	31	million	million	NUM
ajlm-1504	119	32	usd	usd	NOUN
ajlm-1504	119	33	,	,	PUNCT
ajlm-1504	119	34	albeit	albeit	SCONJ
ajlm-1504	119	35	it	it	PRON
ajlm-1504	119	36	took	take	VERB
ajlm-1504	119	37	over	over	ADP
ajlm-1504	119	38	five	five	NUM
ajlm-1504	119	39	years	year	NOUN
ajlm-1504	119	40	for	for	SCONJ
ajlm-1504	119	41	these	these	DET
ajlm-1504	119	42	savings	saving	NOUN
ajlm-1504	119	43	to	to	PART
ajlm-1504	119	44	be	be	AUX
ajlm-1504	119	45	realised.32	realised.32	VERB
ajlm-1504	119	46	as	as	SCONJ
ajlm-1504	119	47	indicated	indicate	VERB
ajlm-1504	119	48	by	by	ADP
ajlm-1504	119	49	birkmeyer	birkmeyer	PROPN
ajlm-1504	119	50	et	et	PROPN
ajlm-1504	119	51	al	al	PROPN
ajlm-1504	119	52	.	.	PROPN
ajlm-1504	119	53	,	,	PUNCT
ajlm-1504	119	54	the	the	DET
ajlm-1504	119	55	primary	primary	ADJ
ajlm-1504	119	56	motivation	motivation	NOUN
ajlm-1504	119	57	for	for	ADP
ajlm-1504	119	58	introducing	introduce	VERB
ajlm-1504	119	59	oe	oe	PROPN
ajlm-1504	119	60	should	should	AUX
ajlm-1504	119	61	be	be	AUX
ajlm-1504	119	62	to	to	PART
ajlm-1504	119	63	improve	improve	VERB
ajlm-1504	119	64	the	the	DET
ajlm-1504	119	65	quality	quality	NOUN
ajlm-1504	119	66	of	of	ADP
ajlm-1504	119	67	care	care	NOUN
ajlm-1504	119	68	provided	provide	VERB
ajlm-1504	119	69	and	and	CCONJ
ajlm-1504	119	70	not	not	PART
ajlm-1504	119	71	to	to	PART
ajlm-1504	119	72	reduce	reduce	VERB
ajlm-1504	119	73	healthcare	healthcare	NOUN
ajlm-1504	119	74	expenditure.33	expenditure.33	ADV
ajlm-1504	119	75	it	it	PRON
ajlm-1504	119	76	has	have	AUX
ajlm-1504	119	77	been	be	AUX
ajlm-1504	119	78	shown	show	VERB
ajlm-1504	119	79	that	that	SCONJ
ajlm-1504	119	80	oe	oe	PROPN
ajlm-1504	119	81	has	have	VERB
ajlm-1504	119	82	the	the	DET
ajlm-1504	119	83	potential	potential	NOUN
ajlm-1504	119	84	to	to	PART
ajlm-1504	119	85	increase	increase	VERB
ajlm-1504	119	86	efficiency	efficiency	NOUN
ajlm-1504	119	87	and	and	CCONJ
ajlm-1504	119	88	effectiveness	effectiveness	NOUN
ajlm-1504	119	89	,	,	PUNCT
ajlm-1504	119	90	thereby	thereby	ADV
ajlm-1504	119	91	enhancing	enhance	VERB
ajlm-1504	119	92	the	the	DET
ajlm-1504	119	93	quality	quality	NOUN
ajlm-1504	119	94	of	of	ADP
ajlm-1504	119	95	patient	patient	ADJ
ajlm-1504	119	96	care.32	care.32	NOUN
ajlm-1504	119	97	when	when	SCONJ
ajlm-1504	119	98	implemented	implement	VERB
ajlm-1504	119	99	with	with	ADP
ajlm-1504	119	100	clinical	clinical	ADJ
ajlm-1504	119	101	decision	decision	NOUN
ajlm-1504	119	102	support	support	NOUN
ajlm-1504	119	103	systems	system	NOUN
ajlm-1504	119	104	,	,	PUNCT
ajlm-1504	119	105	oe	oe	PROPN
ajlm-1504	119	106	has	have	VERB
ajlm-1504	119	107	the	the	DET
ajlm-1504	119	108	potential	potential	NOUN
ajlm-1504	119	109	to	to	PART
ajlm-1504	119	110	reduce	reduce	VERB
ajlm-1504	119	111	rejections	rejection	NOUN
ajlm-1504	119	112	and	and	CCONJ
ajlm-1504	119	113	unnecessary	unnecessary	ADJ
ajlm-1504	119	114	test	test	NOUN
ajlm-1504	119	115	requests	request	NOUN
ajlm-1504	119	116	and	and	CCONJ
ajlm-1504	119	117	alert	alert	ADJ
ajlm-1504	119	118	clinicians	clinician	NOUN
ajlm-1504	119	119	of	of	ADP
ajlm-1504	119	120	the	the	DET
ajlm-1504	119	121	required	require	VERB
ajlm-1504	119	122	mandatory	mandatory	ADJ
ajlm-1504	119	123	data	datum	NOUN
ajlm-1504	119	124	fields	field	NOUN
ajlm-1504	119	125	and	and	CCONJ
ajlm-1504	119	126	specimen	speciman	NOUN
ajlm-1504	119	127	criteria.34	criteria.34	VERB
ajlm-1504	119	128	in	in	ADP
ajlm-1504	119	129	addition	addition	NOUN
ajlm-1504	119	130	,	,	PUNCT
ajlm-1504	119	131	as	as	ADP
ajlm-1504	119	132	an	an	DET
ajlm-1504	119	133	electronic	electronic	ADJ
ajlm-1504	119	134	platform	platform	NOUN
ajlm-1504	119	135	,	,	PUNCT
ajlm-1504	119	136	oe	oe	PROPN
ajlm-1504	119	137	could	could	AUX
ajlm-1504	119	138	streamline	streamline	VERB
ajlm-1504	119	139	the	the	DET
ajlm-1504	119	140	workflow	workflow	NOUN
ajlm-1504	119	141	in	in	ADP
ajlm-1504	119	142	the	the	DET
ajlm-1504	119	143	health	health	NOUN
ajlm-1504	119	144	facility	facility	NOUN
ajlm-1504	119	145	.	.	PUNCT
ajlm-1504	120	1	the	the	DET
ajlm-1504	120	2	development	development	NOUN
ajlm-1504	120	3	of	of	ADP
ajlm-1504	120	4	eprc	eprc	NOUN
ajlm-1504	120	5	systems	system	NOUN
ajlm-1504	120	6	in	in	ADP
ajlm-1504	120	7	the	the	DET
ajlm-1504	120	8	united	united	PROPN
ajlm-1504	120	9	states	states	PROPN
ajlm-1504	120	10	has	have	AUX
ajlm-1504	120	11	been	be	AUX
ajlm-1504	120	12	challenging	challenge	VERB
ajlm-1504	120	13	due	due	ADJ
ajlm-1504	120	14	to	to	ADP
ajlm-1504	120	15	closed	close	VERB
ajlm-1504	120	16	,	,	PUNCT
ajlm-1504	120	17	proprietary	proprietary	ADJ
ajlm-1504	120	18	and	and	CCONJ
ajlm-1504	120	19	incompatible	incompatible	ADJ
ajlm-1504	120	20	systems.35	systems.35	NOUN
ajlm-1504	120	21	likewise	likewise	ADV
ajlm-1504	120	22	,	,	PUNCT
ajlm-1504	120	23	for	for	ADP
ajlm-1504	120	24	developing	develop	VERB
ajlm-1504	120	25	countries	country	NOUN
ajlm-1504	120	26	,	,	PUNCT
ajlm-1504	120	27	purchasing	purchase	VERB
ajlm-1504	120	28	proprietary	proprietary	ADJ
ajlm-1504	120	29	oe	oe	PROPN
ajlm-1504	120	30	systems	system	NOUN
ajlm-1504	120	31	from	from	ADP
ajlm-1504	120	32	developed	develop	VERB
ajlm-1504	120	33	countries	country	NOUN
ajlm-1504	120	34	leads	lead	VERB
ajlm-1504	120	35	to	to	ADP
ajlm-1504	120	36	higher	high	ADJ
ajlm-1504	120	37	implementation	implementation	NOUN
ajlm-1504	120	38	costs	cost	NOUN
ajlm-1504	120	39	due	due	ADJ
ajlm-1504	120	40	to	to	ADP
ajlm-1504	120	41	travel	travel	NOUN
ajlm-1504	120	42	costs	cost	NOUN
ajlm-1504	120	43	and	and	CCONJ
ajlm-1504	120	44	exchange	exchange	NOUN
ajlm-1504	120	45	rate	rate	NOUN
ajlm-1504	120	46	fluctuation	fluctuation	NOUN
ajlm-1504	120	47	.	.	PUNCT
ajlm-1504	121	1	as	as	ADP
ajlm-1504	121	2	a	a	DET
ajlm-1504	121	3	result	result	NOUN
ajlm-1504	121	4	,	,	PUNCT
ajlm-1504	121	5	the	the	DET
ajlm-1504	121	6	use	use	NOUN
ajlm-1504	121	7	of	of	ADP
ajlm-1504	121	8	locally	locally	ADV
ajlm-1504	121	9	developed	develop	VERB
ajlm-1504	121	10	or	or	CCONJ
ajlm-1504	121	11	open	open	ADJ
ajlm-1504	121	12	-	-	PUNCT
ajlm-1504	121	13	source	source	NOUN
ajlm-1504	121	14	oe	oe	PROPN
ajlm-1504	121	15	could	could	AUX
ajlm-1504	121	16	result	result	VERB
ajlm-1504	121	17	in	in	ADP
ajlm-1504	121	18	lower	low	ADJ
ajlm-1504	121	19	implementation	implementation	NOUN
ajlm-1504	121	20	costs	cost	NOUN
ajlm-1504	121	21	and	and	CCONJ
ajlm-1504	121	22	minimal	minimal	ADJ
ajlm-1504	121	23	expenditure	expenditure	NOUN
ajlm-1504	121	24	required	require	VERB
ajlm-1504	121	25	to	to	PART
ajlm-1504	121	26	extend	extend	VERB
ajlm-1504	121	27	the	the	DET
ajlm-1504	121	28	application	application	NOUN
ajlm-1504	121	29	across	across	ADP
ajlm-1504	121	30	the	the	DET
ajlm-1504	121	31	public	public	ADJ
ajlm-1504	121	32	health	health	NOUN
ajlm-1504	121	33	sector	sector	NOUN
ajlm-1504	121	34	.	.	PUNCT
ajlm-1504	122	1	a	a	DET
ajlm-1504	122	2	good	good	ADJ
ajlm-1504	122	3	example	example	NOUN
ajlm-1504	122	4	of	of	ADP
ajlm-1504	122	5	a	a	DET
ajlm-1504	122	6	locally	locally	ADV
ajlm-1504	122	7	developed	develop	VERB
ajlm-1504	122	8	information	information	NOUN
ajlm-1504	122	9	system	system	NOUN
ajlm-1504	122	10	is	be	AUX
ajlm-1504	122	11	tier.net	tier.net	NUM
ajlm-1504	122	12	,	,	PUNCT
ajlm-1504	122	13	which	which	PRON
ajlm-1504	122	14	is	be	AUX
ajlm-1504	122	15	used	use	VERB
ajlm-1504	122	16	to	to	PART
ajlm-1504	122	17	collect	collect	VERB
ajlm-1504	122	18	data	datum	NOUN
ajlm-1504	122	19	on	on	ADP
ajlm-1504	122	20	patients	patient	NOUN
ajlm-1504	122	21	receiving	receive	VERB
ajlm-1504	122	22	antiretroviral	antiretroviral	ADJ
ajlm-1504	122	23	therapy.34	therapy.34	NOUN
ajlm-1504	122	24	after	after	ADP
ajlm-1504	122	25	being	be	AUX
ajlm-1504	122	26	piloted	pilot	VERB
ajlm-1504	122	27	in	in	ADP
ajlm-1504	122	28	the	the	DET
ajlm-1504	122	29	western	western	ADJ
ajlm-1504	122	30	cape	cape	NOUN
ajlm-1504	122	31	province	province	NOUN
ajlm-1504	122	32	,	,	PUNCT
ajlm-1504	122	33	tier.net	tier.net	NOUN
ajlm-1504	122	34	is	be	AUX
ajlm-1504	122	35	now	now	ADV
ajlm-1504	122	36	used	use	VERB
ajlm-1504	122	37	across	across	ADP
ajlm-1504	122	38	south	south	PROPN
ajlm-1504	122	39	africa	africa	PROPN
ajlm-1504	122	40	.	.	PUNCT
ajlm-1504	123	1	the	the	DET
ajlm-1504	123	2	implementation	implementation	NOUN
ajlm-1504	123	3	of	of	ADP
ajlm-1504	123	4	oe	oe	PROPN
ajlm-1504	123	5	across	across	ADP
ajlm-1504	123	6	the	the	DET
ajlm-1504	123	7	public	public	ADJ
ajlm-1504	123	8	health	health	NOUN
ajlm-1504	123	9	system	system	NOUN
ajlm-1504	123	10	beyond	beyond	ADP
ajlm-1504	123	11	cmjah	cmjah	NOUN
ajlm-1504	123	12	would	would	AUX
ajlm-1504	123	13	dramatically	dramatically	ADV
ajlm-1504	123	14	streamline	streamline	VERB
ajlm-1504	123	15	the	the	DET
ajlm-1504	123	16	process	process	NOUN
ajlm-1504	123	17	of	of	ADP
ajlm-1504	123	18	placing	place	VERB
ajlm-1504	123	19	laboratory	laboratory	NOUN
ajlm-1504	123	20	orders	order	NOUN
ajlm-1504	123	21	and	and	CCONJ
ajlm-1504	123	22	receiving	receive	VERB
ajlm-1504	123	23	results	result	NOUN
ajlm-1504	123	24	.	.	PUNCT
ajlm-1504	124	1	the	the	DET
ajlm-1504	124	2	major	major	ADJ
ajlm-1504	124	3	benefit	benefit	NOUN
ajlm-1504	124	4	of	of	ADP
ajlm-1504	124	5	oe	oe	PROPN
ajlm-1504	124	6	would	would	AUX
ajlm-1504	124	7	be	be	AUX
ajlm-1504	124	8	a	a	DET
ajlm-1504	124	9	move	move	NOUN
ajlm-1504	124	10	from	from	ADP
ajlm-1504	124	11	paper	paper	NOUN
ajlm-1504	124	12	-	-	PUNCT
ajlm-1504	124	13	based	base	VERB
ajlm-1504	124	14	to	to	ADP
ajlm-1504	124	15	electronic	electronic	ADJ
ajlm-1504	124	16	systems	system	NOUN
ajlm-1504	124	17	,	,	PUNCT
ajlm-1504	124	18	removing	remove	VERB
ajlm-1504	124	19	the	the	DET
ajlm-1504	124	20	requirement	requirement	NOUN
ajlm-1504	124	21	to	to	PART
ajlm-1504	124	22	re	re	VERB
ajlm-1504	124	23	-	-	VERB
ajlm-1504	124	24	capture	capture	ADJ
ajlm-1504	124	25	information	information	NOUN
ajlm-1504	124	26	that	that	PRON
ajlm-1504	124	27	exists	exist	VERB
ajlm-1504	124	28	in	in	ADP
ajlm-1504	124	29	the	the	DET
ajlm-1504	124	30	eprc	eprc	NOUN
ajlm-1504	124	31	.	.	PUNCT
ajlm-1504	125	1	in	in	ADP
ajlm-1504	125	2	addition	addition	NOUN
ajlm-1504	125	3	,	,	PUNCT
ajlm-1504	125	4	the	the	DET
ajlm-1504	125	5	ro	ro	NOUN
ajlm-1504	125	6	at	at	ADP
ajlm-1504	125	7	laboratories	laboratory	NOUN
ajlm-1504	125	8	would	would	AUX
ajlm-1504	125	9	be	be	AUX
ajlm-1504	125	10	dramatically	dramatically	ADV
ajlm-1504	125	11	scaled	scale	VERB
ajlm-1504	125	12	down	down	ADP
ajlm-1504	125	13	given	give	VERB
ajlm-1504	125	14	the	the	DET
ajlm-1504	125	15	electronic	electronic	ADJ
ajlm-1504	125	16	transfer	transfer	NOUN
ajlm-1504	125	17	of	of	ADP
ajlm-1504	125	18	data	datum	NOUN
ajlm-1504	125	19	.	.	PUNCT
ajlm-1504	126	1	this	this	PRON
ajlm-1504	126	2	would	would	AUX
ajlm-1504	126	3	change	change	VERB
ajlm-1504	126	4	the	the	DET
ajlm-1504	126	5	visibility	visibility	NOUN
ajlm-1504	126	6	of	of	ADP
ajlm-1504	126	7	orders	order	NOUN
ajlm-1504	126	8	at	at	ADP
ajlm-1504	126	9	both	both	CCONJ
ajlm-1504	126	10	the	the	DET
ajlm-1504	126	11	health	health	NOUN
ajlm-1504	126	12	facility	facility	NOUN
ajlm-1504	126	13	and	and	CCONJ
ajlm-1504	126	14	laboratory	laboratory	NOUN
ajlm-1504	126	15	,	,	PUNCT
ajlm-1504	126	16	with	with	ADP
ajlm-1504	126	17	better	well	ADJ
ajlm-1504	126	18	monitoring	monitoring	NOUN
ajlm-1504	126	19	of	of	ADP
ajlm-1504	126	20	samples	sample	NOUN
ajlm-1504	126	21	and	and	CCONJ
ajlm-1504	126	22	results	result	NOUN
ajlm-1504	126	23	that	that	PRON
ajlm-1504	126	24	are	be	AUX
ajlm-1504	126	25	outstanding	outstanding	ADJ
ajlm-1504	126	26	.	.	PUNCT
ajlm-1504	127	1	overall	overall	ADV
ajlm-1504	127	2	,	,	PUNCT
ajlm-1504	127	3	the	the	DET
ajlm-1504	127	4	interface	interface	NOUN
ajlm-1504	127	5	with	with	ADP
ajlm-1504	127	6	the	the	DET
ajlm-1504	127	7	laboratory	laboratory	NOUN
ajlm-1504	127	8	would	would	AUX
ajlm-1504	127	9	become	become	VERB
ajlm-1504	127	10	efficient	efficient	ADJ
ajlm-1504	127	11	and	and	CCONJ
ajlm-1504	127	12	streamlined	streamline	VERB
ajlm-1504	127	13	by	by	ADP
ajlm-1504	127	14	bypassing	bypass	VERB
ajlm-1504	127	15	multiple	multiple	ADJ
ajlm-1504	127	16	manual	manual	ADJ
ajlm-1504	127	17	steps	step	NOUN
ajlm-1504	127	18	in	in	ADP
ajlm-1504	127	19	the	the	DET
ajlm-1504	127	20	current	current	ADJ
ajlm-1504	127	21	workflow	workflow	NOUN
ajlm-1504	127	22	(	(	PUNCT
ajlm-1504	127	23	figure	figure	NOUN
ajlm-1504	127	24	3	3	NUM
ajlm-1504	127	25	)	)	PUNCT
ajlm-1504	127	26	.	.	PUNCT
ajlm-1504	128	1	figure	figure	VERB
ajlm-1504	128	2	3	3	NUM
ajlm-1504	128	3	:	:	PUNCT
ajlm-1504	128	4	typical	typical	ADJ
ajlm-1504	128	5	workflow	workflow	NOUN
ajlm-1504	128	6	with	with	ADP
ajlm-1504	128	7	order	order	NOUN
ajlm-1504	128	8	entry	entry	NOUN
ajlm-1504	128	9	implemented	implement	VERB
ajlm-1504	128	10	at	at	ADP
ajlm-1504	128	11	the	the	DET
ajlm-1504	128	12	charlotte	charlotte	PROPN
ajlm-1504	128	13	maxeke	maxeke	PROPN
ajlm-1504	128	14	johannesburg	johannesburg	PROPN
ajlm-1504	128	15	academic	academic	PROPN
ajlm-1504	128	16	hospital	hospital	PROPN
ajlm-1504	128	17	laboratory	laboratory	NOUN
ajlm-1504	128	18	receiving	receive	VERB
ajlm-1504	128	19	office	office	NOUN
ajlm-1504	128	20	,	,	PUNCT
ajlm-1504	128	21	south	south	PROPN
ajlm-1504	128	22	africa	africa	PROPN
ajlm-1504	128	23	,	,	PUNCT
ajlm-1504	128	24	april	april	PROPN
ajlm-1504	128	25	2019	2019	NUM
ajlm-1504	128	26	–	–	PUNCT
ajlm-1504	128	27	march	march	PROPN
ajlm-1504	128	28	2020	2020	NUM
ajlm-1504	128	29	.	.	PUNCT
ajlm-1504	129	1	once	once	ADV
ajlm-1504	129	2	oe	oe	PROPN
ajlm-1504	129	3	is	be	AUX
ajlm-1504	129	4	implemented	implement	VERB
ajlm-1504	129	5	,	,	PUNCT
ajlm-1504	129	6	the	the	DET
ajlm-1504	129	7	cmjah	cmjah	PROPN
ajlm-1504	129	8	ro	ro	PROPN
ajlm-1504	129	9	data	datum	NOUN
ajlm-1504	129	10	clerks	clerk	NOUN
ajlm-1504	129	11	will	will	AUX
ajlm-1504	129	12	not	not	PART
ajlm-1504	129	13	be	be	AUX
ajlm-1504	129	14	retrenched	retrenched	ADJ
ajlm-1504	129	15	.	.	PUNCT
ajlm-1504	130	1	staff	staff	NOUN
ajlm-1504	130	2	may	may	AUX
ajlm-1504	130	3	be	be	AUX
ajlm-1504	130	4	re	re	VERB
ajlm-1504	130	5	-	-	VERB
ajlm-1504	130	6	allocated	allocate	VERB
ajlm-1504	130	7	,	,	PUNCT
ajlm-1504	130	8	deployed	deploy	VERB
ajlm-1504	130	9	to	to	ADP
ajlm-1504	130	10	other	other	ADJ
ajlm-1504	130	11	duties	duty	NOUN
ajlm-1504	130	12	,	,	PUNCT
ajlm-1504	130	13	or	or	CCONJ
ajlm-1504	130	14	transferred	transfer	VERB
ajlm-1504	130	15	to	to	ADP
ajlm-1504	130	16	other	other	ADJ
ajlm-1504	130	17	laboratories	laboratory	NOUN
ajlm-1504	130	18	with	with	ADP
ajlm-1504	130	19	staff	staff	NOUN
ajlm-1504	130	20	shortages	shortage	NOUN
ajlm-1504	130	21	.	.	PUNCT
ajlm-1504	131	1	in	in	ADP
ajlm-1504	131	2	addition	addition	NOUN
ajlm-1504	131	3	,	,	PUNCT
ajlm-1504	131	4	clerks	clerk	NOUN
ajlm-1504	131	5	could	could	AUX
ajlm-1504	131	6	be	be	AUX
ajlm-1504	131	7	encouraged	encourage	VERB
ajlm-1504	131	8	to	to	PART
ajlm-1504	131	9	consider	consider	VERB
ajlm-1504	131	10	training	training	NOUN
ajlm-1504	131	11	as	as	ADP
ajlm-1504	131	12	laboratory	laboratory	NOUN
ajlm-1504	131	13	technicians	technician	NOUN
ajlm-1504	131	14	and	and	CCONJ
ajlm-1504	131	15	migrating	migrate	VERB
ajlm-1504	131	16	to	to	ADP
ajlm-1504	131	17	the	the	DET
ajlm-1504	131	18	analytical	analytical	ADJ
ajlm-1504	131	19	phase	phase	NOUN
ajlm-1504	131	20	where	where	SCONJ
ajlm-1504	131	21	shortages	shortage	NOUN
ajlm-1504	131	22	exist	exist	VERB
ajlm-1504	131	23	.	.	PUNCT
ajlm-1504	132	1	limitations	limitation	NOUN
ajlm-1504	132	2	this	this	DET
ajlm-1504	132	3	study	study	NOUN
ajlm-1504	132	4	excluded	exclude	VERB
ajlm-1504	132	5	the	the	DET
ajlm-1504	132	6	cost	cost	NOUN
ajlm-1504	132	7	of	of	ADP
ajlm-1504	132	8	organisational	organisational	ADJ
ajlm-1504	132	9	overheads	overhead	NOUN
ajlm-1504	132	10	.	.	PUNCT
ajlm-1504	133	1	should	should	AUX
ajlm-1504	133	2	the	the	DET
ajlm-1504	133	3	organisational	organisational	ADJ
ajlm-1504	133	4	overheads	overhead	NOUN
ajlm-1504	133	5	be	be	AUX
ajlm-1504	133	6	included	include	VERB
ajlm-1504	133	7	,	,	PUNCT
ajlm-1504	133	8	it	it	PRON
ajlm-1504	133	9	would	would	AUX
ajlm-1504	133	10	result	result	VERB
ajlm-1504	133	11	in	in	ADP
ajlm-1504	133	12	a	a	DET
ajlm-1504	133	13	minor	minor	ADJ
ajlm-1504	133	14	change	change	NOUN
ajlm-1504	133	15	to	to	ADP
ajlm-1504	133	16	the	the	DET
ajlm-1504	133	17	cost	cost	NOUN
ajlm-1504	133	18	per	per	ADP
ajlm-1504	133	19	registration	registration	NOUN
ajlm-1504	133	20	as	as	SCONJ
ajlm-1504	133	21	the	the	DET
ajlm-1504	133	22	organisational	organisational	ADJ
ajlm-1504	133	23	overheads	overhead	NOUN
ajlm-1504	133	24	would	would	AUX
ajlm-1504	133	25	be	be	AUX
ajlm-1504	133	26	divided	divide	VERB
ajlm-1504	133	27	by	by	ADP
ajlm-1504	133	28	the	the	DET
ajlm-1504	133	29	number	number	NOUN
ajlm-1504	133	30	of	of	ADP
ajlm-1504	133	31	registrations	registration	NOUN
ajlm-1504	133	32	across	across	ADP
ajlm-1504	133	33	the	the	DET
ajlm-1504	133	34	nhls	nhls	NOUN
ajlm-1504	133	35	.	.	PUNCT
ajlm-1504	134	1	the	the	DET
ajlm-1504	134	2	costs	cost	NOUN
ajlm-1504	134	3	reported	report	VERB
ajlm-1504	134	4	would	would	AUX
ajlm-1504	134	5	also	also	ADV
ajlm-1504	134	6	vary	vary	VERB
ajlm-1504	134	7	depending	depend	VERB
ajlm-1504	134	8	on	on	ADP
ajlm-1504	134	9	the	the	DET
ajlm-1504	134	10	size	size	NOUN
ajlm-1504	134	11	and	and	CCONJ
ajlm-1504	134	12	complexity	complexity	NOUN
ajlm-1504	134	13	of	of	ADP
ajlm-1504	134	14	the	the	DET
ajlm-1504	134	15	ro	ro	NOUN
ajlm-1504	134	16	,	,	PUNCT
ajlm-1504	134	17	as	as	ADV
ajlm-1504	134	18	well	well	ADV
ajlm-1504	134	19	as	as	ADP
ajlm-1504	134	20	the	the	DET
ajlm-1504	134	21	distance	distance	NOUN
ajlm-1504	134	22	of	of	ADP
ajlm-1504	134	23	the	the	DET
ajlm-1504	134	24	ro	ro	NOUN
ajlm-1504	134	25	from	from	ADP
ajlm-1504	134	26	source	source	NOUN
ajlm-1504	134	27	laboratories	laboratory	NOUN
ajlm-1504	134	28	.	.	PUNCT
ajlm-1504	135	1	in	in	ADP
ajlm-1504	135	2	a	a	DET
ajlm-1504	135	3	small	small	ADJ
ajlm-1504	135	4	province	province	NOUN
ajlm-1504	135	5	such	such	ADJ
ajlm-1504	135	6	as	as	ADP
ajlm-1504	135	7	gauteng	gauteng	PROPN
ajlm-1504	135	8	,	,	PUNCT
ajlm-1504	135	9	health	health	NOUN
ajlm-1504	135	10	facilities	facility	NOUN
ajlm-1504	135	11	are	be	AUX
ajlm-1504	135	12	close	close	ADJ
ajlm-1504	135	13	(	(	PUNCT
ajlm-1504	135	14	≤	≤	NUM
ajlm-1504	135	15	50	50	NUM
ajlm-1504	135	16	km	km	NOUN
ajlm-1504	135	17	)	)	PUNCT
ajlm-1504	135	18	to	to	ADP
ajlm-1504	135	19	testing	test	VERB
ajlm-1504	135	20	laboratories	laboratory	NOUN
ajlm-1504	135	21	.	.	PUNCT
ajlm-1504	136	1	however	however	ADV
ajlm-1504	136	2	,	,	PUNCT
ajlm-1504	136	3	in	in	ADP
ajlm-1504	136	4	more	more	ADJ
ajlm-1504	136	5	rural	rural	ADJ
ajlm-1504	136	6	provinces	province	NOUN
ajlm-1504	136	7	such	such	ADJ
ajlm-1504	136	8	as	as	ADP
ajlm-1504	136	9	the	the	DET
ajlm-1504	136	10	northern	northern	ADJ
ajlm-1504	136	11	cape	cape	NOUN
ajlm-1504	136	12	,	,	PUNCT
ajlm-1504	136	13	facilities	facility	NOUN
ajlm-1504	136	14	could	could	AUX
ajlm-1504	136	15	be	be	AUX
ajlm-1504	136	16	located	locate	VERB
ajlm-1504	136	17	over	over	ADP
ajlm-1504	136	18	300	300	NUM
ajlm-1504	136	19	km	km	NOUN
ajlm-1504	136	20	from	from	ADP
ajlm-1504	136	21	their	their	PRON
ajlm-1504	136	22	local	local	ADJ
ajlm-1504	136	23	laboratory	laboratory	NOUN
ajlm-1504	136	24	,	,	PUNCT
ajlm-1504	136	25	thus	thus	ADV
ajlm-1504	136	26	leading	lead	VERB
ajlm-1504	136	27	to	to	ADP
ajlm-1504	136	28	higher	high	ADJ
ajlm-1504	136	29	logistics	logistic	NOUN
ajlm-1504	136	30	costs	cost	NOUN
ajlm-1504	136	31	.	.	PUNCT
ajlm-1504	137	1	another	another	DET
ajlm-1504	137	2	limitation	limitation	NOUN
ajlm-1504	137	3	is	be	AUX
ajlm-1504	137	4	that	that	SCONJ
ajlm-1504	137	5	this	this	DET
ajlm-1504	137	6	study	study	NOUN
ajlm-1504	137	7	did	do	AUX
ajlm-1504	137	8	not	not	PART
ajlm-1504	137	9	consider	consider	VERB
ajlm-1504	137	10	the	the	DET
ajlm-1504	137	11	costs	cost	NOUN
ajlm-1504	137	12	of	of	ADP
ajlm-1504	137	13	training	training	NOUN
ajlm-1504	137	14	required	require	VERB
ajlm-1504	137	15	to	to	PART
ajlm-1504	137	16	introduce	introduce	VERB
ajlm-1504	137	17	oe	oe	PROPN
ajlm-1504	137	18	.	.	PUNCT
ajlm-1504	138	1	although	although	SCONJ
ajlm-1504	138	2	the	the	DET
ajlm-1504	138	3	coronavirus	coronavirus	NOUN
ajlm-1504	138	4	disease	disease	NOUN
ajlm-1504	138	5	2019	2019	NUM
ajlm-1504	138	6	pandemic	pandemic	NOUN
ajlm-1504	138	7	has	have	AUX
ajlm-1504	138	8	demonstrated	demonstrate	VERB
ajlm-1504	138	9	that	that	SCONJ
ajlm-1504	138	10	it	it	PRON
ajlm-1504	138	11	is	be	AUX
ajlm-1504	138	12	possible	possible	ADJ
ajlm-1504	138	13	to	to	PART
ajlm-1504	138	14	conduct	conduct	VERB
ajlm-1504	138	15	clinical	clinical	ADJ
ajlm-1504	138	16	training	training	NOUN
ajlm-1504	138	17	remotely,36	remotely,36	NOUN
ajlm-1504	138	18	health	health	NOUN
ajlm-1504	138	19	facilities	facility	NOUN
ajlm-1504	138	20	may	may	AUX
ajlm-1504	138	21	not	not	PART
ajlm-1504	138	22	have	have	VERB
ajlm-1504	138	23	access	access	NOUN
ajlm-1504	138	24	to	to	ADP
ajlm-1504	138	25	the	the	DET
ajlm-1504	138	26	necessary	necessary	ADJ
ajlm-1504	138	27	bandwidth	bandwidth	NOUN
ajlm-1504	138	28	and	and	CCONJ
ajlm-1504	138	29	computers	computer	NOUN
ajlm-1504	138	30	present	present	ADJ
ajlm-1504	138	31	in	in	ADP
ajlm-1504	138	32	a	a	DET
ajlm-1504	138	33	university	university	NOUN
ajlm-1504	138	34	environment.36	environment.36	NOUN
ajlm-1504	138	35	therefore	therefore	ADV
ajlm-1504	138	36	,	,	PUNCT
ajlm-1504	138	37	the	the	DET
ajlm-1504	138	38	cost	cost	NOUN
ajlm-1504	138	39	of	of	ADP
ajlm-1504	138	40	introducing	introduce	VERB
ajlm-1504	138	41	oe	oe	PROPN
ajlm-1504	138	42	should	should	AUX
ajlm-1504	138	43	be	be	AUX
ajlm-1504	138	44	assessed	assess	VERB
ajlm-1504	138	45	given	give	VERB
ajlm-1504	138	46	the	the	DET
ajlm-1504	138	47	challenges	challenge	NOUN
ajlm-1504	138	48	with	with	ADP
ajlm-1504	138	49	remote	remote	ADJ
ajlm-1504	138	50	learning	learning	NOUN
ajlm-1504	138	51	,	,	PUNCT
ajlm-1504	138	52	especially	especially	ADV
ajlm-1504	138	53	in	in	ADP
ajlm-1504	138	54	rural	rural	ADJ
ajlm-1504	138	55	settings	setting	NOUN
ajlm-1504	138	56	.	.	PUNCT
ajlm-1504	139	1	conclusion	conclusion	NOUN
ajlm-1504	139	2	providing	provide	VERB
ajlm-1504	139	3	a	a	DET
ajlm-1504	139	4	comprehensive	comprehensive	ADJ
ajlm-1504	139	5	ro	ro	NOUN
ajlm-1504	139	6	service	service	NOUN
ajlm-1504	139	7	at	at	ADP
ajlm-1504	139	8	a	a	DET
ajlm-1504	139	9	large	large	ADJ
ajlm-1504	139	10	referral	referral	ADJ
ajlm-1504	139	11	laboratory	laboratory	NOUN
ajlm-1504	139	12	in	in	ADP
ajlm-1504	139	13	south	south	PROPN
ajlm-1504	139	14	africa	africa	PROPN
ajlm-1504	139	15	costs	cost	VERB
ajlm-1504	139	16	less	less	ADJ
ajlm-1504	139	17	than	than	ADP
ajlm-1504	139	18	$	$	SYM
ajlm-1504	139	19	1.00	1.00	NUM
ajlm-1504	139	20	usd	usd	NOUN
ajlm-1504	139	21	per	per	ADP
ajlm-1504	139	22	registration	registration	NOUN
ajlm-1504	139	23	;	;	PUNCT
ajlm-1504	139	24	however	however	ADV
ajlm-1504	139	25	,	,	PUNCT
ajlm-1504	139	26	most	most	ADJ
ajlm-1504	139	27	of	of	ADP
ajlm-1504	139	28	this	this	DET
ajlm-1504	139	29	expenditure	expenditure	NOUN
ajlm-1504	139	30	can	can	AUX
ajlm-1504	139	31	be	be	AUX
ajlm-1504	139	32	attributed	attribute	VERB
ajlm-1504	139	33	to	to	ADP
ajlm-1504	139	34	the	the	DET
ajlm-1504	139	35	high	high	ADJ
ajlm-1504	139	36	ro	ro	NOUN
ajlm-1504	139	37	staffing	staffing	NOUN
ajlm-1504	139	38	costs	cost	NOUN
ajlm-1504	139	39	due	due	ADJ
ajlm-1504	139	40	to	to	ADP
ajlm-1504	139	41	the	the	DET
ajlm-1504	139	42	manual	manual	ADJ
ajlm-1504	139	43	nature	nature	NOUN
ajlm-1504	139	44	of	of	ADP
ajlm-1504	139	45	ro	ro	PROPN
ajlm-1504	139	46	activities	activity	NOUN
ajlm-1504	139	47	.	.	PUNCT
ajlm-1504	140	1	the	the	DET
ajlm-1504	140	2	implementation	implementation	NOUN
ajlm-1504	140	3	of	of	ADP
ajlm-1504	140	4	oe	oe	PROPN
ajlm-1504	140	5	has	have	VERB
ajlm-1504	140	6	the	the	DET
ajlm-1504	140	7	potential	potential	NOUN
ajlm-1504	140	8	to	to	PART
ajlm-1504	140	9	reduce	reduce	VERB
ajlm-1504	140	10	ro	ro	NOUN
ajlm-1504	140	11	costs	cost	NOUN
ajlm-1504	140	12	by	by	ADP
ajlm-1504	140	13	as	as	ADV
ajlm-1504	140	14	much	much	ADJ
ajlm-1504	140	15	as	as	ADP
ajlm-1504	140	16	20	20	NUM
ajlm-1504	140	17	%	%	NOUN
ajlm-1504	140	18	while	while	SCONJ
ajlm-1504	140	19	also	also	ADV
ajlm-1504	140	20	improving	improve	VERB
ajlm-1504	140	21	efficiency	efficiency	NOUN
ajlm-1504	140	22	,	,	PUNCT
ajlm-1504	140	23	reducing	reduce	VERB
ajlm-1504	140	24	turn	turn	NOUN
ajlm-1504	140	25	-	-	PUNCT
ajlm-1504	140	26	around	around	ADP
ajlm-1504	140	27	times	time	NOUN
ajlm-1504	140	28	,	,	PUNCT
ajlm-1504	140	29	and	and	CCONJ
ajlm-1504	140	30	improving	improve	VERB
ajlm-1504	140	31	patient	patient	ADJ
ajlm-1504	140	32	outcomes	outcome	NOUN
ajlm-1504	140	33	.	.	PUNCT
ajlm-1504	141	1	acknowledgements	acknowledgement	NOUN
ajlm-1504	141	2	the	the	DET
ajlm-1504	141	3	authors	author	NOUN
ajlm-1504	141	4	would	would	AUX
ajlm-1504	141	5	like	like	VERB
ajlm-1504	141	6	to	to	PART
ajlm-1504	141	7	thank	thank	VERB
ajlm-1504	141	8	the	the	DET
ajlm-1504	141	9	various	various	ADJ
ajlm-1504	141	10	suppliers	supplier	NOUN
ajlm-1504	141	11	for	for	ADP
ajlm-1504	141	12	providing	provide	VERB
ajlm-1504	141	13	quotations	quotation	NOUN
ajlm-1504	141	14	.	.	PUNCT
ajlm-1504	142	1	we	we	PRON
ajlm-1504	142	2	would	would	AUX
ajlm-1504	142	3	also	also	ADV
ajlm-1504	142	4	like	like	VERB
ajlm-1504	142	5	to	to	PART
ajlm-1504	142	6	thank	thank	VERB
ajlm-1504	142	7	the	the	DET
ajlm-1504	142	8	national	national	PROPN
ajlm-1504	142	9	health	health	PROPN
ajlm-1504	142	10	laboratory	laboratory	PROPN
ajlm-1504	142	11	service	service	NOUN
ajlm-1504	142	12	for	for	ADP
ajlm-1504	142	13	providing	provide	VERB
ajlm-1504	142	14	costs	cost	NOUN
ajlm-1504	142	15	from	from	ADP
ajlm-1504	142	16	the	the	DET
ajlm-1504	142	17	oracle	oracle	NOUN
ajlm-1504	142	18	erp	erp	PROPN
ajlm-1504	142	19	system	system	PROPN
ajlm-1504	142	20	.	.	PUNCT
ajlm-1504	143	1	competing	compete	VERB
ajlm-1504	143	2	interests	interest	NOUN
ajlm-1504	143	3	the	the	DET
ajlm-1504	143	4	authors	author	NOUN
ajlm-1504	143	5	declare	declare	VERB
ajlm-1504	143	6	that	that	SCONJ
ajlm-1504	143	7	they	they	PRON
ajlm-1504	143	8	have	have	VERB
ajlm-1504	143	9	no	no	DET
ajlm-1504	143	10	financial	financial	ADJ
ajlm-1504	143	11	or	or	CCONJ
ajlm-1504	143	12	personal	personal	ADJ
ajlm-1504	143	13	relationships	relationship	NOUN
ajlm-1504	143	14	that	that	PRON
ajlm-1504	143	15	may	may	AUX
ajlm-1504	143	16	have	have	AUX
ajlm-1504	143	17	inappropriately	inappropriately	ADV
ajlm-1504	143	18	influenced	influence	VERB
ajlm-1504	143	19	them	they	PRON
ajlm-1504	143	20	in	in	ADP
ajlm-1504	143	21	writing	write	VERB
ajlm-1504	143	22	this	this	DET
ajlm-1504	143	23	article	article	NOUN
ajlm-1504	143	24	.	.	PUNCT
ajlm-1504	144	1	authors	author	NOUN
ajlm-1504	144	2	’	'	PUNCT
ajlm-1504	144	3	contributions	contribution	NOUN
ajlm-1504	144	4	n.c	n.c	PROPN
ajlm-1504	144	5	.	.	PROPN
ajlm-1504	144	6	developed	develop	VERB
ajlm-1504	144	7	and	and	CCONJ
ajlm-1504	144	8	executed	execute	VERB
ajlm-1504	144	9	the	the	DET
ajlm-1504	144	10	research	research	NOUN
ajlm-1504	144	11	,	,	PUNCT
ajlm-1504	144	12	conducted	conduct	VERB
ajlm-1504	144	13	the	the	DET
ajlm-1504	144	14	costing	cost	VERB
ajlm-1504	144	15	analysis	analysis	NOUN
ajlm-1504	144	16	,	,	PUNCT
ajlm-1504	144	17	prepared	prepare	VERB
ajlm-1504	144	18	the	the	DET
ajlm-1504	144	19	first	first	ADJ
ajlm-1504	144	20	draft	draft	NOUN
ajlm-1504	144	21	and	and	CCONJ
ajlm-1504	144	22	made	make	VERB
ajlm-1504	144	23	editorial	editorial	ADJ
ajlm-1504	144	24	input	input	NOUN
ajlm-1504	144	25	.	.	PUNCT
ajlm-1504	145	1	s.m	s.m	PROPN
ajlm-1504	145	2	.	.	PROPN
ajlm-1504	145	3	and	and	CCONJ
ajlm-1504	145	4	n.r	n.r	PROPN
ajlm-1504	145	5	.	.	PROPN
ajlm-1504	145	6	provided	provide	VERB
ajlm-1504	145	7	costing	cost	VERB
ajlm-1504	145	8	information	information	NOUN
ajlm-1504	145	9	,	,	PUNCT
ajlm-1504	145	10	reviewed	review	VERB
ajlm-1504	145	11	the	the	DET
ajlm-1504	145	12	data	datum	NOUN
ajlm-1504	145	13	and	and	CCONJ
ajlm-1504	145	14	reviewed	review	VERB
ajlm-1504	145	15	the	the	DET
ajlm-1504	145	16	article	article	NOUN
ajlm-1504	145	17	.	.	PUNCT
ajlm-1504	146	1	d.k.g	d.k.g	PROPN
ajlm-1504	146	2	.	.	PUNCT
ajlm-1504	146	3	was	be	AUX
ajlm-1504	146	4	the	the	DET
ajlm-1504	146	5	project	project	NOUN
ajlm-1504	146	6	leader	leader	NOUN
ajlm-1504	146	7	and	and	CCONJ
ajlm-1504	146	8	provided	provide	VERB
ajlm-1504	146	9	editorial	editorial	ADJ
ajlm-1504	146	10	input	input	NOUN
ajlm-1504	146	11	.	.	PUNCT
ajlm-1504	147	1	sources	source	NOUN
ajlm-1504	147	2	of	of	ADP
ajlm-1504	147	3	support	support	NOUN
ajlm-1504	147	4	this	this	DET
ajlm-1504	147	5	research	research	NOUN
ajlm-1504	147	6	received	receive	VERB
ajlm-1504	147	7	no	no	DET
ajlm-1504	147	8	specific	specific	ADJ
ajlm-1504	147	9	grant	grant	NOUN
ajlm-1504	147	10	from	from	ADP
ajlm-1504	147	11	any	any	DET
ajlm-1504	147	12	funding	funding	NOUN
ajlm-1504	147	13	agency	agency	NOUN
ajlm-1504	147	14	in	in	ADP
ajlm-1504	147	15	the	the	DET
ajlm-1504	147	16	public	public	ADJ
ajlm-1504	147	17	,	,	PUNCT
ajlm-1504	147	18	commercial	commercial	ADJ
ajlm-1504	147	19	,	,	PUNCT
ajlm-1504	147	20	or	or	CCONJ
ajlm-1504	147	21	not	not	PART
ajlm-1504	147	22	-	-	PUNCT
ajlm-1504	147	23	for	for	ADP
ajlm-1504	147	24	-	-	PUNCT
ajlm-1504	147	25	profit	profit	NOUN
ajlm-1504	147	26	sectors	sector	NOUN
ajlm-1504	147	27	.	.	PUNCT
ajlm-1504	148	1	data	datum	NOUN
ajlm-1504	148	2	availability	availability	NOUN
ajlm-1504	148	3	the	the	DET
ajlm-1504	148	4	data	datum	NOUN
ajlm-1504	148	5	are	be	AUX
ajlm-1504	148	6	not	not	PART
ajlm-1504	148	7	publicly	publicly	ADV
ajlm-1504	148	8	available	available	ADJ
ajlm-1504	148	9	due	due	ADP
ajlm-1504	148	10	to	to	ADP
ajlm-1504	148	11	the	the	DET
ajlm-1504	148	12	authors	author	NOUN
ajlm-1504	148	13	not	not	PART
ajlm-1504	148	14	having	have	VERB
ajlm-1504	148	15	permission	permission	NOUN
ajlm-1504	148	16	to	to	PART
ajlm-1504	148	17	share	share	VERB
ajlm-1504	148	18	the	the	DET
ajlm-1504	148	19	costing	cost	VERB
ajlm-1504	148	20	data	datum	NOUN
ajlm-1504	148	21	.	.	PUNCT
ajlm-1504	149	1	disclaimer	disclaimer	VERB
ajlm-1504	149	2	the	the	DET
ajlm-1504	149	3	views	view	NOUN
ajlm-1504	149	4	expressed	express	VERB
ajlm-1504	149	5	in	in	ADP
ajlm-1504	149	6	this	this	DET
ajlm-1504	149	7	manuscript	manuscript	NOUN
ajlm-1504	149	8	are	be	AUX
ajlm-1504	149	9	those	those	PRON
ajlm-1504	149	10	of	of	ADP
ajlm-1504	149	11	the	the	DET
ajlm-1504	149	12	authors	author	NOUN
ajlm-1504	149	13	and	and	CCONJ
ajlm-1504	149	14	not	not	PART
ajlm-1504	149	15	those	those	PRON
ajlm-1504	149	16	of	of	ADP
ajlm-1504	149	17	the	the	DET
ajlm-1504	149	18	university	university	NOUN
ajlm-1504	149	19	of	of	ADP
ajlm-1504	149	20	witwatersrand	witwatersrand	NOUN
ajlm-1504	149	21	or	or	CCONJ
ajlm-1504	149	22	the	the	DET
ajlm-1504	149	23	nhls	nhls	NOUN
ajlm-1504	149	24	.	.	PUNCT
ajlm-1504	150	1	references	reference	NOUN
ajlm-1504	150	2	national	national	PROPN
ajlm-1504	150	3	health	health	PROPN
ajlm-1504	150	4	laboratory	laboratory	PROPN
ajlm-1504	150	5	service	service	NOUN
ajlm-1504	150	6	(	(	PUNCT
ajlm-1504	150	7	nhls	nhls	PROPN
ajlm-1504	150	8	)	)	PUNCT
ajlm-1504	150	9	.	.	PUNCT
ajlm-1504	151	1	annual	annual	ADJ
ajlm-1504	151	2	report	report	NOUN
ajlm-1504	151	3	2018/19	2018/19	NUM
ajlm-1504	151	4	[	[	X
ajlm-1504	151	5	homepage	homepage	NOUN
ajlm-1504	151	6	on	on	ADP
ajlm-1504	151	7	the	the	DET
ajlm-1504	151	8	internet	internet	NOUN
ajlm-1504	151	9	]	]	PUNCT
ajlm-1504	151	10	.	.	PUNCT
ajlm-1504	152	1	johannesburg	johannesburg	PROPN
ajlm-1504	152	2	:	:	PUNCT
ajlm-1504	152	3	national	national	PROPN
ajlm-1504	152	4	health	health	PROPN
ajlm-1504	152	5	laboratory	laboratory	PROPN
ajlm-1504	152	6	service	service	NOUN
ajlm-1504	152	7	(	(	PUNCT
ajlm-1504	152	8	nhls	nhls	PROPN
ajlm-1504	152	9	)	)	PUNCT
ajlm-1504	152	10	;	;	PUNCT
ajlm-1504	152	11	2019	2019	NUM
ajlm-1504	153	1	[	[	PUNCT
ajlm-1504	153	2	cited	cite	VERB
ajlm-1504	153	3	2020	2020	NUM
ajlm-1504	153	4	feb	feb	NOUN
ajlm-1504	153	5	19	19	NUM
ajlm-1504	153	6	]	]	PUNCT
ajlm-1504	153	7	.	.	PUNCT
ajlm-1504	154	1	available	available	ADJ
ajlm-1504	154	2	from	from	ADP
ajlm-1504	154	3	:	:	PUNCT
ajlm-1504	154	4	https://www.nhls.ac.za/key-documents/annual-reports/	https://www.nhls.ac.za/key-documents/annual-reports/	PROPN
ajlm-1504	154	5	schneider	schneider	PROPN
ajlm-1504	154	6	f	f	PROPN
ajlm-1504	154	7	,	,	PUNCT
ajlm-1504	154	8	maurer	maurer	PROPN
ajlm-1504	154	9	c	c	PROPN
ajlm-1504	154	10	,	,	PUNCT
ajlm-1504	154	11	friedberg	friedberg	PROPN
ajlm-1504	154	12	rc	rc	PROPN
ajlm-1504	154	13	.	.	PROPN
ajlm-1504	154	14	international	international	PROPN
ajlm-1504	154	15	organization	organization	NOUN
ajlm-1504	154	16	for	for	ADP
ajlm-1504	154	17	standardization	standardization	NOUN
ajlm-1504	154	18	(	(	PUNCT
ajlm-1504	154	19	iso	iso	NOUN
ajlm-1504	154	20	)	)	PUNCT
ajlm-1504	154	21	15189	15189	NUM
ajlm-1504	154	22	.	.	PUNCT
ajlm-1504	155	1	ann	ann	PROPN
ajlm-1504	155	2	lab	lab	PROPN
ajlm-1504	155	3	med	med	PROPN
ajlm-1504	155	4	.	.	PUNCT
ajlm-1504	156	1	2017;37(5):365–370	2017;37(5):365–370	NUM
ajlm-1504	156	2	.	.	PUNCT
ajlm-1504	157	1	https://doi.org.10.3343	https://doi.org.10.3343	PROPN
ajlm-1504	157	2	/	/	SYM
ajlm-1504	157	3	alm.2017.37.5.365	alm.2017.37.5.365	PROPN
ajlm-1504	157	4	south	south	ADJ
ajlm-1504	157	5	african	african	ADJ
ajlm-1504	157	6	government	government	NOUN
ajlm-1504	157	7	.	.	PUNCT
ajlm-1504	158	1	gauteng	gauteng	PROPN
ajlm-1504	158	2	health	health	PROPN
ajlm-1504	158	3	launches	launch	VERB
ajlm-1504	158	4	automated	automate	VERB
ajlm-1504	158	5	pathology	pathology	NOUN
ajlm-1504	158	6	laboratory	laboratory	NOUN
ajlm-1504	158	7	at	at	ADP
ajlm-1504	158	8	charlotte	charlotte	PROPN
ajlm-1504	158	9	maxeke	maxeke	PROPN
ajlm-1504	159	1	[	[	X
ajlm-1504	159	2	homepage	homepage	NOUN
ajlm-1504	159	3	on	on	ADP
ajlm-1504	159	4	the	the	DET
ajlm-1504	159	5	internet	internet	NOUN
ajlm-1504	159	6	]	]	PUNCT
ajlm-1504	159	7	.	.	PUNCT
ajlm-1504	160	1	johannesburg	johannesburg	PROPN
ajlm-1504	160	2	:	:	PUNCT
ajlm-1504	160	3	south	south	ADJ
ajlm-1504	160	4	african	african	ADJ
ajlm-1504	160	5	government	government	NOUN
ajlm-1504	160	6	;	;	PUNCT
ajlm-1504	160	7	2017	2017	NUM
ajlm-1504	161	1	[	[	PUNCT
ajlm-1504	161	2	cited	cite	VERB
ajlm-1504	161	3	2020	2020	NUM
ajlm-1504	161	4	nov	nov	PROPN
ajlm-1504	161	5	03	03	NUM
ajlm-1504	161	6	]	]	PUNCT
ajlm-1504	161	7	.	.	PUNCT
ajlm-1504	162	1	available	available	ADJ
ajlm-1504	162	2	from	from	ADP
ajlm-1504	162	3	:	:	PUNCT
ajlm-1504	162	4	https://www.gov.za/speeches/official-launch-nhls-charlotte-maxeke-johannesburg-academic-hospital%e2%80%99s-automated-pathology	https://www.gov.za/speeches/official-launch-nhls-charlotte-maxeke-johannesburg-academic-hospital%e2%80%99s-automated-pathology	NOUN
ajlm-1504	162	5	plebani	plebani	PROPN
ajlm-1504	162	6	m.	m.	NOUN
ajlm-1504	162	7	quality	quality	NOUN
ajlm-1504	162	8	indicators	indicator	NOUN
ajlm-1504	162	9	to	to	PART
ajlm-1504	162	10	detect	detect	VERB
ajlm-1504	162	11	pre	pre	ADJ
ajlm-1504	162	12	-	-	ADJ
ajlm-1504	162	13	analytical	analytical	ADJ
ajlm-1504	162	14	errors	error	NOUN
ajlm-1504	162	15	in	in	ADP
ajlm-1504	162	16	laboratory	laboratory	NOUN
ajlm-1504	162	17	testing	testing	NOUN
ajlm-1504	162	18	.	.	PUNCT
ajlm-1504	163	1	clin	clin	PROPN
ajlm-1504	163	2	biochem	biochem	PROPN
ajlm-1504	163	3	rev	rev	VERB
ajlm-1504	163	4	.	.	PUNCT
ajlm-1504	164	1	2012;33(3):85–8	2012;33(3):85–8	PROPN
ajlm-1504	164	2	.	.	PUNCT
ajlm-1504	164	3	seemela	seemela	PROPN
ajlm-1504	164	4	vpp	vpp	NOUN
ajlm-1504	164	5	.	.	PUNCT
ajlm-1504	165	1	public	public	ADJ
ajlm-1504	165	2	-	-	PUNCT
ajlm-1504	165	3	private	private	ADJ
ajlm-1504	165	4	partnership	partnership	NOUN
ajlm-1504	165	5	as	as	ADP
ajlm-1504	165	6	a	a	DET
ajlm-1504	165	7	tool	tool	NOUN
ajlm-1504	165	8	for	for	ADP
ajlm-1504	165	9	developmental	developmental	ADJ
ajlm-1504	165	10	state	state	NOUN
ajlm-1504	165	11	.	.	PUNCT
ajlm-1504	166	1	j	j	PROPN
ajlm-1504	166	2	public	public	PROPN
ajlm-1504	166	3	admin	admin	PROPN
ajlm-1504	166	4	.	.	PUNCT
ajlm-1504	166	5	2008;43(si-2):483–491	2008;43(si-2):483–491	NUM
ajlm-1504	166	6	.	.	PUNCT
ajlm-1504	167	1	https://doi.org.doi:10.10520	https://doi.org.doi:10.10520	PROPN
ajlm-1504	167	2	/	/	SYM
ajlm-1504	167	3	ejc51650	ejc51650	PROPN
ajlm-1504	167	4	dixon	dixon	PROPN
ajlm-1504	167	5	be	be	AUX
ajlm-1504	167	6	,	,	PUNCT
ajlm-1504	167	7	zafar	zafar	PROPN
ajlm-1504	167	8	a.	a.	PROPN
ajlm-1504	167	9	inpatient	inpatient	PROPN
ajlm-1504	167	10	computerized	computerized	ADJ
ajlm-1504	167	11	provider	provider	NOUN
ajlm-1504	167	12	order	order	NOUN
ajlm-1504	167	13	entry	entry	NOUN
ajlm-1504	167	14	(	(	PUNCT
ajlm-1504	167	15	cpoe	cpoe	ADJ
ajlm-1504	167	16	):	):	PUNCT
ajlm-1504	167	17	findings	finding	NOUN
ajlm-1504	167	18	from	from	ADP
ajlm-1504	167	19	the	the	DET
ajlm-1504	167	20	ahrq	ahrq	PROPN
ajlm-1504	167	21	health	health	NOUN
ajlm-1504	168	1	it	it	PRON
ajlm-1504	168	2	portfolio	portfolio	NOUN
ajlm-1504	169	1	[	[	X
ajlm-1504	169	2	homepage	homepage	NOUN
ajlm-1504	169	3	on	on	ADP
ajlm-1504	169	4	the	the	DET
ajlm-1504	169	5	internet	internet	NOUN
ajlm-1504	169	6	]	]	PUNCT
ajlm-1504	169	7	.	.	PUNCT
ajlm-1504	170	1	agency	agency	PROPN
ajlm-1504	170	2	for	for	ADP
ajlm-1504	170	3	healthcare	healthcare	PROPN
ajlm-1504	170	4	research	research	NOUN
ajlm-1504	170	5	and	and	CCONJ
ajlm-1504	170	6	quality	quality	NOUN
ajlm-1504	170	7	(	(	PUNCT
ajlm-1504	170	8	ahrq	ahrq	PROPN
ajlm-1504	170	9	)	)	PUNCT
ajlm-1504	170	10	,	,	PUNCT
ajlm-1504	170	11	national	national	ADJ
ajlm-1504	170	12	resource	resource	NOUN
ajlm-1504	170	13	center	center	NOUN
ajlm-1504	170	14	for	for	ADP
ajlm-1504	170	15	health	health	NOUN
ajlm-1504	170	16	information	information	NOUN
ajlm-1504	170	17	technology	technology	NOUN
ajlm-1504	170	18	;	;	PUNCT
ajlm-1504	170	19	2009	2009	NUM
ajlm-1504	171	1	[	[	X
ajlm-1504	171	2	cited	cite	VERB
ajlm-1504	171	3	2021	2021	NUM
ajlm-1504	171	4	nov	nov	NOUN
ajlm-1504	171	5	05	05	NUM
ajlm-1504	171	6	]	]	PUNCT
ajlm-1504	171	7	.	.	PUNCT
ajlm-1504	172	1	available	available	ADJ
ajlm-1504	172	2	from	from	ADP
ajlm-1504	172	3	:	:	PUNCT
ajlm-1504	172	4	https://digital.ahrq.gov/sites/default/files/docs/page/09-0031-ef_cpoe.pdf	https://digital.ahrq.gov/sites/default/files/docs/page/09-0031-ef_cpoe.pdf	NUM
ajlm-1504	172	5	aarts	aart	NOUN
ajlm-1504	172	6	j	j	PROPN
ajlm-1504	172	7	,	,	PUNCT
ajlm-1504	172	8	ash	ash	PROPN
ajlm-1504	172	9	j	j	PROPN
ajlm-1504	172	10	,	,	PUNCT
ajlm-1504	172	11	berg	berg	PROPN
ajlm-1504	172	12	m.	m.	PROPN
ajlm-1504	172	13	extending	extend	VERB
ajlm-1504	172	14	the	the	DET
ajlm-1504	172	15	understanding	understanding	NOUN
ajlm-1504	172	16	of	of	ADP
ajlm-1504	172	17	computerized	computerized	ADJ
ajlm-1504	172	18	physician	physician	NOUN
ajlm-1504	172	19	order	order	NOUN
ajlm-1504	172	20	entry	entry	NOUN
ajlm-1504	172	21	:	:	PUNCT
ajlm-1504	172	22	implications	implication	NOUN
ajlm-1504	172	23	for	for	ADP
ajlm-1504	172	24	professional	professional	ADJ
ajlm-1504	172	25	collaboration	collaboration	NOUN
ajlm-1504	172	26	,	,	PUNCT
ajlm-1504	172	27	workflow	workflow	NOUN
ajlm-1504	172	28	and	and	CCONJ
ajlm-1504	172	29	quality	quality	NOUN
ajlm-1504	172	30	of	of	ADP
ajlm-1504	172	31	care	care	NOUN
ajlm-1504	172	32	.	.	PUNCT
ajlm-1504	173	1	int	int	PROPN
ajlm-1504	173	2	j	j	PROPN
ajlm-1504	173	3	med	med	ADJ
ajlm-1504	173	4	inform	inform	NOUN
ajlm-1504	173	5	.	.	PUNCT
ajlm-1504	174	1	2007;76	2007;76	NUM
ajlm-1504	174	2	:	:	PUNCT
ajlm-1504	174	3	s4	s4	PROPN
ajlm-1504	174	4	–	–	PUNCT
ajlm-1504	174	5	s13	s13	NOUN
ajlm-1504	174	6	.	.	PUNCT
ajlm-1504	175	1	https://doi.org/10.1016/j.ijmedinf.2006.05.009	https://doi.org/10.1016/j.ijmedinf.2006.05.009	PROPN
ajlm-1504	176	1	teich	teich	PRON
ajlm-1504	176	2	jm	jm	PROPN
ajlm-1504	176	3	,	,	PUNCT
ajlm-1504	176	4	hurley	hurley	PROPN
ajlm-1504	176	5	jf	jf	PROPN
ajlm-1504	176	6	,	,	PUNCT
ajlm-1504	176	7	beckley	beckley	PROPN
ajlm-1504	176	8	rf	rf	PROPN
ajlm-1504	176	9	,	,	PUNCT
ajlm-1504	176	10	aranow	aranow	PROPN
ajlm-1504	176	11	m.	m.	NOUN
ajlm-1504	176	12	design	design	NOUN
ajlm-1504	176	13	of	of	ADP
ajlm-1504	176	14	an	an	DET
ajlm-1504	176	15	easy	easy	ADJ
ajlm-1504	176	16	-	-	PUNCT
ajlm-1504	176	17	to	to	PART
ajlm-1504	176	18	-	-	PUNCT
ajlm-1504	176	19	use	use	VERB
ajlm-1504	176	20	physician	physician	NOUN
ajlm-1504	176	21	order	order	NOUN
ajlm-1504	176	22	entry	entry	NOUN
ajlm-1504	176	23	system	system	NOUN
ajlm-1504	176	24	with	with	ADP
ajlm-1504	176	25	support	support	NOUN
ajlm-1504	176	26	for	for	ADP
ajlm-1504	176	27	nursing	nursing	NOUN
ajlm-1504	176	28	and	and	CCONJ
ajlm-1504	176	29	ancillary	ancillary	ADJ
ajlm-1504	176	30	departments	department	NOUN
ajlm-1504	176	31	.	.	PUNCT
ajlm-1504	177	1	proc	proc	PROPN
ajlm-1504	177	2	annu	annu	PROPN
ajlm-1504	177	3	symp	symp	PROPN
ajlm-1504	177	4	comput	comput	PROPN
ajlm-1504	177	5	appl	appl	PROPN
ajlm-1504	177	6	med	med	PROPN
ajlm-1504	177	7	care	care	NOUN
ajlm-1504	177	8	.	.	PUNCT
ajlm-1504	178	1	1992:99–103	1992:99–103	NUM
ajlm-1504	178	2	.	.	PUNCT
ajlm-1504	179	1	baron	baron	PROPN
ajlm-1504	179	2	jm	jm	PROPN
ajlm-1504	179	3	,	,	PUNCT
ajlm-1504	179	4	dighe	dighe	PROPN
ajlm-1504	179	5	as	as	ADP
ajlm-1504	179	6	.	.	PUNCT
ajlm-1504	180	1	computerized	computerized	ADJ
ajlm-1504	180	2	provider	provider	NOUN
ajlm-1504	180	3	order	order	NOUN
ajlm-1504	180	4	entry	entry	NOUN
ajlm-1504	180	5	in	in	ADP
ajlm-1504	180	6	the	the	DET
ajlm-1504	180	7	clinical	clinical	ADJ
ajlm-1504	180	8	laboratory	laboratory	NOUN
ajlm-1504	180	9	.	.	PUNCT
ajlm-1504	181	1	j	j	PROPN
ajlm-1504	181	2	pathol	pathol	NOUN
ajlm-1504	181	3	inform	inform	NOUN
ajlm-1504	181	4	.	.	PUNCT
ajlm-1504	182	1	2011;2(1):35	2011;2(1):35	NUM
ajlm-1504	182	2	.	.	PUNCT
ajlm-1504	182	3	https://doi.org.10.4103/2153	https://doi.org.10.4103/2153	NOUN
ajlm-1504	182	4	-	-	PUNCT
ajlm-1504	182	5	3539.83740	3539.83740	NUM
ajlm-1504	182	6	westbrook	westbrook	PROPN
ajlm-1504	182	7	ji	ji	PROPN
ajlm-1504	182	8	,	,	PUNCT
ajlm-1504	182	9	georgiou	georgiou	PROPN
ajlm-1504	182	10	a	a	PROPN
ajlm-1504	182	11	,	,	PUNCT
ajlm-1504	182	12	dimos	dimos	PROPN
ajlm-1504	182	13	a	a	X
ajlm-1504	182	14	,	,	PUNCT
ajlm-1504	182	15	germanos	germanos	PROPN
ajlm-1504	182	16	t.	t.	PROPN
ajlm-1504	182	17	computerised	computerised	ADJ
ajlm-1504	182	18	pathology	pathology	NOUN
ajlm-1504	182	19	test	test	NOUN
ajlm-1504	182	20	order	order	NOUN
ajlm-1504	182	21	entry	entry	NOUN
ajlm-1504	182	22	reduces	reduce	VERB
ajlm-1504	182	23	laboratory	laboratory	NOUN
ajlm-1504	182	24	turnaround	turnaround	NOUN
ajlm-1504	182	25	times	time	NOUN
ajlm-1504	182	26	and	and	CCONJ
ajlm-1504	182	27	influences	influence	NOUN
ajlm-1504	182	28	tests	test	NOUN
ajlm-1504	182	29	ordered	order	VERB
ajlm-1504	182	30	by	by	ADP
ajlm-1504	182	31	hospital	hospital	NOUN
ajlm-1504	182	32	clinicians	clinician	NOUN
ajlm-1504	182	33	:	:	PUNCT
ajlm-1504	182	34	a	a	PRON
ajlm-1504	182	35	controlled	control	VERB
ajlm-1504	182	36	before	before	ADV
ajlm-1504	182	37	and	and	CCONJ
ajlm-1504	182	38	after	after	ADP
ajlm-1504	182	39	study	study	NOUN
ajlm-1504	182	40	.	.	PUNCT
ajlm-1504	183	1	j	j	PROPN
ajlm-1504	183	2	clin	clin	PROPN
ajlm-1504	183	3	pathol	pathol	PROPN
ajlm-1504	183	4	.	.	PUNCT
ajlm-1504	184	1	2006;59(5):533–536	2006;59(5):533–536	NUM
ajlm-1504	184	2	.	.	PUNCT
ajlm-1504	185	1	https://doi.org.10.1136	https://doi.org.10.1136	PROPN
ajlm-1504	185	2	/	/	SYM
ajlm-1504	185	3	jcp.2005.029983	jcp.2005.029983	NUM
ajlm-1504	185	4	cassim	cassim	NOUN
ajlm-1504	185	5	n	n	CCONJ
ajlm-1504	185	6	,	,	PUNCT
ajlm-1504	185	7	coetzee	coetzee	PROPN
ajlm-1504	185	8	lm	lm	PROPN
ajlm-1504	185	9	,	,	PUNCT
ajlm-1504	185	10	schnippel	schnippel	PROPN
ajlm-1504	185	11	k	k	PROPN
ajlm-1504	185	12	,	,	PUNCT
ajlm-1504	185	13	glencross	glencross	ADJ
ajlm-1504	185	14	dk	dk	PROPN
ajlm-1504	185	15	.	.	PROPN
ajlm-1504	185	16	compliance	compliance	NOUN
ajlm-1504	185	17	to	to	ADP
ajlm-1504	185	18	hiv	hiv	PROPN
ajlm-1504	185	19	treatment	treatment	NOUN
ajlm-1504	185	20	monitoring	monitoring	NOUN
ajlm-1504	185	21	guidelines	guideline	NOUN
ajlm-1504	185	22	can	can	AUX
ajlm-1504	185	23	reduce	reduce	VERB
ajlm-1504	185	24	laboratory	laboratory	NOUN
ajlm-1504	185	25	costs	cost	NOUN
ajlm-1504	185	26	.	.	PUNCT
ajlm-1504	186	1	s	s	VERB
ajlm-1504	186	2	afr	afr	PROPN
ajlm-1504	186	3	j	j	PROPN
ajlm-1504	186	4	hiv	hiv	PROPN
ajlm-1504	186	5	med	med	PROPN
ajlm-1504	186	6	.	.	PUNCT
ajlm-1504	187	1	2016;17(1):449	2016;17(1):449	PROPN
ajlm-1504	187	2	.	.	PUNCT
ajlm-1504	187	3	https://doi.org.10.4102	https://doi.org.10.4102	PROPN
ajlm-1504	187	4	/	/	SYM
ajlm-1504	187	5	sajhivmed.v17i1.449	sajhivmed.v17i1.449	PROPN
ajlm-1504	187	6	standard	standard	PROPN
ajlm-1504	187	7	bank	bank	PROPN
ajlm-1504	187	8	.	.	PUNCT
ajlm-1504	188	1	rand	rand	NOUN
ajlm-1504	188	2	/	/	SYM
ajlm-1504	188	3	dollar	dollar	NOUN
ajlm-1504	188	4	exchange	exchange	NOUN
ajlm-1504	188	5	rate	rate	NOUN
ajlm-1504	188	6	:	:	PUNCT
ajlm-1504	188	7	monthly	monthly	ADJ
ajlm-1504	188	8	average	average	NOUN
ajlm-1504	188	9	for	for	ADP
ajlm-1504	188	10	november	november	PROPN
ajlm-1504	188	11	2019	2019	NUM
ajlm-1504	189	1	[	[	X
ajlm-1504	189	2	homepage	homepage	NOUN
ajlm-1504	189	3	on	on	ADP
ajlm-1504	189	4	the	the	DET
ajlm-1504	189	5	internet	internet	NOUN
ajlm-1504	189	6	]	]	PUNCT
ajlm-1504	189	7	.	.	PUNCT
ajlm-1504	190	1	standard	standard	PROPN
ajlm-1504	190	2	bank	bank	PROPN
ajlm-1504	190	3	;	;	PUNCT
ajlm-1504	190	4	2020	2020	NUM
ajlm-1504	191	1	[	[	X
ajlm-1504	191	2	cited	cite	VERB
ajlm-1504	191	3	2020	2020	NUM
ajlm-1504	191	4	oct	oct	PROPN
ajlm-1504	191	5	20	20	NUM
ajlm-1504	191	6	]	]	PUNCT
ajlm-1504	191	7	available	available	ADJ
ajlm-1504	191	8	from	from	ADP
ajlm-1504	191	9	:	:	PUNCT
ajlm-1504	191	10	https://ws15.standardbank.co.za/cdp_bluecurve/publishedresearchdocument?id=650c6031-0c3c-4a49-b0eb-7d1450c782ca	https://ws15.standardbank.co.za/cdp_bluecurve/publishedresearchdocument?id=650c6031-0c3c-4a49-b0eb-7d1450c782ca	PROPN
ajlm-1504	191	11	husereau	husereau	PROPN
ajlm-1504	191	12	d	d	PROPN
ajlm-1504	191	13	,	,	PUNCT
ajlm-1504	191	14	drummond	drummond	PROPN
ajlm-1504	191	15	m	m	PROPN
ajlm-1504	191	16	,	,	PUNCT
ajlm-1504	191	17	petrou	petrou	PROPN
ajlm-1504	191	18	s	s	PROPN
ajlm-1504	191	19	,	,	PUNCT
ajlm-1504	191	20	et	et	PROPN
ajlm-1504	191	21	al	al	PROPN
ajlm-1504	191	22	.	.	PROPN
ajlm-1504	191	23	consolidated	consolidated	PROPN
ajlm-1504	191	24	health	health	PROPN
ajlm-1504	191	25	economic	economic	ADJ
ajlm-1504	191	26	evaluation	evaluation	NOUN
ajlm-1504	191	27	reporting	reporting	NOUN
ajlm-1504	191	28	standards	standard	NOUN
ajlm-1504	191	29	(	(	PUNCT
ajlm-1504	191	30	cheers	cheer	NOUN
ajlm-1504	191	31	)	)	PUNCT
ajlm-1504	191	32	statement	statement	NOUN
ajlm-1504	191	33	.	.	PUNCT
ajlm-1504	192	1	eur	eur	PROPN
ajlm-1504	192	2	j	j	PROPN
ajlm-1504	192	3	health	health	PROPN
ajlm-1504	192	4	econ	econ	PROPN
ajlm-1504	192	5	.	.	PUNCT
ajlm-1504	193	1	2013;14(3):367–372	2013;14(3):367–372	NUM
ajlm-1504	193	2	.	.	PUNCT
ajlm-1504	193	3	https://doi.org.10.1007	https://doi.org.10.1007	VERB
ajlm-1504	193	4	/	/	SYM
ajlm-1504	193	5	s10198	s10198	VERB
ajlm-1504	193	6	-	-	PUNCT
ajlm-1504	193	7	013	013	NUM
ajlm-1504	193	8	-	-	PUNCT
ajlm-1504	193	9	0471	0471	NUM
ajlm-1504	193	10	-	-	SYM
ajlm-1504	193	11	6	6	NUM
ajlm-1504	193	12	south	south	PROPN
ajlm-1504	193	13	african	african	PROPN
ajlm-1504	193	14	reserve	reserve	PROPN
ajlm-1504	193	15	bank	bank	PROPN
ajlm-1504	193	16	(	(	PUNCT
ajlm-1504	193	17	sarb	sarb	PROPN
ajlm-1504	193	18	)	)	PUNCT
ajlm-1504	193	19	.	.	PUNCT
ajlm-1504	194	1	selected	select	VERB
ajlm-1504	194	2	statistics	statistic	NOUN
ajlm-1504	195	1	[	[	X
ajlm-1504	195	2	homepage	homepage	NOUN
ajlm-1504	195	3	on	on	ADP
ajlm-1504	195	4	the	the	DET
ajlm-1504	195	5	internet	internet	NOUN
ajlm-1504	195	6	]	]	PUNCT
ajlm-1504	195	7	.	.	PUNCT
ajlm-1504	196	1	2021	2021	NUM
ajlm-1504	197	1	[	[	X
ajlm-1504	197	2	cited	cite	VERB
ajlm-1504	197	3	2021	2021	NUM
ajlm-1504	197	4	nov	nov	NOUN
ajlm-1504	197	5	03	03	NUM
ajlm-1504	197	6	]	]	PUNCT
ajlm-1504	197	7	.	.	PUNCT
ajlm-1504	198	1	available	available	ADJ
ajlm-1504	198	2	from	from	ADP
ajlm-1504	198	3	:	:	PUNCT
ajlm-1504	198	4	https://www.resbank.co.za/en/home/what-we-do/statistics/releases/selected-statistics	https://www.resbank.co.za/en/home/what-we-do/statistics/releases/selected-statistic	NOUN
ajlm-1504	198	5	world	world	PROPN
ajlm-1504	198	6	bank	bank	PROPN
ajlm-1504	198	7	.	.	PUNCT
ajlm-1504	199	1	inflation	inflation	NOUN
ajlm-1504	199	2	,	,	PUNCT
ajlm-1504	199	3	consumer	consumer	NOUN
ajlm-1504	199	4	prices	price	NOUN
ajlm-1504	199	5	(	(	PUNCT
ajlm-1504	199	6	annual	annual	ADJ
ajlm-1504	199	7	%	%	NOUN
ajlm-1504	199	8	)	)	PUNCT
ajlm-1504	199	9	–	–	PUNCT
ajlm-1504	199	10	south	south	PROPN
ajlm-1504	199	11	africa	africa	PROPN
ajlm-1504	200	1	[	[	X
ajlm-1504	200	2	homepage	homepage	NOUN
ajlm-1504	200	3	on	on	ADP
ajlm-1504	200	4	the	the	DET
ajlm-1504	200	5	internet	internet	NOUN
ajlm-1504	200	6	]	]	PUNCT
ajlm-1504	200	7	.	.	PUNCT
ajlm-1504	200	8	2021	2021	NUM
ajlm-1504	201	1	[	[	X
ajlm-1504	201	2	cited	cite	VERB
ajlm-1504	201	3	2021	2021	NUM
ajlm-1504	201	4	nov	nov	NOUN
ajlm-1504	201	5	03	03	NUM
ajlm-1504	201	6	]	]	PUNCT
ajlm-1504	201	7	.	.	PUNCT
ajlm-1504	202	1	available	available	ADJ
ajlm-1504	202	2	from	from	ADP
ajlm-1504	202	3	:	:	PUNCT
ajlm-1504	202	4	https://data.worldbank.org/indicator/fp.cpi.totl.zg?locations=za	https://data.worldbank.org/indicator/fp.cpi.totl.zg?locations=za	ADJ
ajlm-1504	202	5	payscale	payscale	NOUN
ajlm-1504	202	6	.	.	PUNCT
ajlm-1504	203	1	average	average	ADJ
ajlm-1504	203	2	salary	salary	NOUN
ajlm-1504	203	3	for	for	ADP
ajlm-1504	203	4	nhls	nhls	PROPN
ajlm-1504	203	5	employees	employee	NOUN
ajlm-1504	203	6	in	in	ADP
ajlm-1504	203	7	south	south	PROPN
ajlm-1504	203	8	africa	africa	PROPN
ajlm-1504	204	1	[	[	X
ajlm-1504	204	2	homepage	homepage	NOUN
ajlm-1504	204	3	on	on	ADP
ajlm-1504	204	4	the	the	DET
ajlm-1504	204	5	internet	internet	NOUN
ajlm-1504	204	6	]	]	PUNCT
ajlm-1504	204	7	.	.	PUNCT
ajlm-1504	204	8	2021	2021	NUM
ajlm-1504	205	1	[	[	X
ajlm-1504	205	2	cited	cite	VERB
ajlm-1504	205	3	2021	2021	NUM
ajlm-1504	205	4	nov	nov	NOUN
ajlm-1504	205	5	04	04	NUM
ajlm-1504	205	6	]	]	PUNCT
ajlm-1504	205	7	.	.	PUNCT
ajlm-1504	206	1	available	available	ADJ
ajlm-1504	206	2	from	from	ADP
ajlm-1504	206	3	:	:	PUNCT
ajlm-1504	206	4	https://www.payscale.com/research/za/employer=nhls/salary	https://www.payscale.com/research/za/employer=nhls/salary	PROPN
ajlm-1504	206	5	larson	larson	PROPN
ajlm-1504	206	6	b	b	PROPN
ajlm-1504	206	7	,	,	PUNCT
ajlm-1504	206	8	schnippel	schnippel	PROPN
ajlm-1504	206	9	k	k	PROPN
ajlm-1504	206	10	,	,	PUNCT
ajlm-1504	206	11	ndibongo	ndibongo	NOUN
ajlm-1504	206	12	b	b	NOUN
ajlm-1504	206	13	,	,	PUNCT
ajlm-1504	206	14	long	long	ADJ
ajlm-1504	206	15	l	l	NOUN
ajlm-1504	206	16	,	,	PUNCT
ajlm-1504	206	17	fox	fox	PROPN
ajlm-1504	206	18	mp	mp	PROPN
ajlm-1504	206	19	,	,	PUNCT
ajlm-1504	206	20	rosen	rosen	PROPN
ajlm-1504	206	21	s.	s.	PROPN
ajlm-1504	206	22	how	how	SCONJ
ajlm-1504	206	23	to	to	PART
ajlm-1504	206	24	estimate	estimate	VERB
ajlm-1504	206	25	the	the	DET
ajlm-1504	206	26	cost	cost	NOUN
ajlm-1504	206	27	of	of	ADP
ajlm-1504	206	28	point	point	NOUN
ajlm-1504	206	29	-	-	PUNCT
ajlm-1504	206	30	of	of	ADP
ajlm-1504	206	31	-	-	PUNCT
ajlm-1504	206	32	care	care	NOUN
ajlm-1504	206	33	cd4	cd4	PROPN
ajlm-1504	206	34	testing	testing	NOUN
ajlm-1504	206	35	in	in	ADP
ajlm-1504	206	36	program	program	NOUN
ajlm-1504	206	37	settings	setting	NOUN
ajlm-1504	206	38	:	:	PUNCT
ajlm-1504	206	39	an	an	DET
ajlm-1504	206	40	example	example	NOUN
ajlm-1504	206	41	using	use	VERB
ajlm-1504	206	42	the	the	DET
ajlm-1504	206	43	alere	alere	ADJ
ajlm-1504	206	44	pima	pima	PROPN
ajlm-1504	206	45	™	™	PROPN
ajlm-1504	206	46	analyzer	analyzer	NOUN
ajlm-1504	206	47	in	in	ADP
ajlm-1504	206	48	south	south	PROPN
ajlm-1504	206	49	africa	africa	PROPN
ajlm-1504	206	50	.	.	PUNCT
ajlm-1504	207	1	plos	plos	PROPN
ajlm-1504	207	2	one	one	NUM
ajlm-1504	207	3	.	.	PUNCT
ajlm-1504	208	1	2012;7(4):e35444	2012;7(4):e35444	X
ajlm-1504	208	2	.	.	PUNCT
ajlm-1504	209	1	https://doi.org.10.1371	https://doi.org.10.1371	PROPN
ajlm-1504	209	2	/	/	SYM
ajlm-1504	209	3	journal.pone.0035444	journal.pone.0035444	PROPN
ajlm-1504	209	4	george	george	NOUN
ajlm-1504	209	5	g	g	NOUN
ajlm-1504	209	6	,	,	PUNCT
ajlm-1504	209	7	chetty	chetty	PROPN
ajlm-1504	209	8	t	t	PROPN
ajlm-1504	209	9	,	,	PUNCT
ajlm-1504	209	10	strauss	strauss	PROPN
ajlm-1504	209	11	m	m	PROPN
ajlm-1504	209	12	,	,	PUNCT
ajlm-1504	209	13	et	et	PROPN
ajlm-1504	209	14	al	al	PROPN
ajlm-1504	209	15	.	.	PUNCT
ajlm-1504	210	1	costing	cost	VERB
ajlm-1504	210	2	analysis	analysis	NOUN
ajlm-1504	210	3	of	of	ADP
ajlm-1504	210	4	an	an	DET
ajlm-1504	210	5	sms	sms	NOUN
ajlm-1504	210	6	-	-	PUNCT
ajlm-1504	210	7	based	base	VERB
ajlm-1504	210	8	intervention	intervention	NOUN
ajlm-1504	210	9	to	to	PART
ajlm-1504	210	10	promote	promote	VERB
ajlm-1504	210	11	hiv	hiv	PROPN
ajlm-1504	210	12	self	self	NOUN
ajlm-1504	210	13	-	-	PUNCT
ajlm-1504	210	14	testing	testing	NOUN
ajlm-1504	210	15	amongst	amongst	ADP
ajlm-1504	210	16	truckers	trucker	NOUN
ajlm-1504	210	17	and	and	CCONJ
ajlm-1504	210	18	sex	sex	NOUN
ajlm-1504	210	19	workers	worker	NOUN
ajlm-1504	210	20	in	in	ADP
ajlm-1504	210	21	kenya	kenya	PROPN
ajlm-1504	210	22	.	.	PUNCT
ajlm-1504	211	1	plos	plos	PROPN
ajlm-1504	211	2	one	one	NUM
ajlm-1504	211	3	.	.	PUNCT
ajlm-1504	212	1	2018;13(7):e0197305	2018;13(7):e0197305	X
ajlm-1504	212	2	.	.	PUNCT
ajlm-1504	212	3	https://doi.org.10.1371	https://doi.org.10.1371	PROPN
ajlm-1504	212	4	/	/	SYM
ajlm-1504	213	1	journal.pone.0197305	journal.pone.0197305	PROPN
ajlm-1504	213	2	statistics	statistics	PROPN
ajlm-1504	213	3	south	south	PROPN
ajlm-1504	213	4	africa	africa	PROPN
ajlm-1504	213	5	(	(	PUNCT
ajlm-1504	213	6	stats	stat	VERB
ajlm-1504	213	7	sa	sa	PROPN
ajlm-1504	213	8	)	)	PUNCT
ajlm-1504	213	9	.	.	PUNCT
ajlm-1504	214	1	construction	construction	NOUN
ajlm-1504	214	2	:	:	PUNCT
ajlm-1504	214	3	what	what	PRON
ajlm-1504	214	4	are	be	AUX
ajlm-1504	214	5	the	the	DET
ajlm-1504	214	6	costs	cost	NOUN
ajlm-1504	214	7	per	per	ADP
ajlm-1504	214	8	square	square	ADJ
ajlm-1504	214	9	metre	metre	NOUN
ajlm-1504	214	10	?	?	PUNCT
ajlm-1504	215	1	[	[	X
ajlm-1504	215	2	homepage	homepage	NOUN
ajlm-1504	215	3	on	on	ADP
ajlm-1504	215	4	the	the	DET
ajlm-1504	215	5	internet	internet	NOUN
ajlm-1504	215	6	]	]	PUNCT
ajlm-1504	215	7	.	.	PUNCT
ajlm-1504	216	1	statistics	statistics	PROPN
ajlm-1504	216	2	south	south	PROPN
ajlm-1504	216	3	africa	africa	PROPN
ajlm-1504	216	4	(	(	PUNCT
ajlm-1504	216	5	stats	stat	VERB
ajlm-1504	216	6	sa	sa	PROPN
ajlm-1504	216	7	)	)	PUNCT
ajlm-1504	216	8	;	;	PUNCT
ajlm-1504	216	9	2019	2019	NUM
ajlm-1504	216	10	[	[	PUNCT
ajlm-1504	216	11	cited	cite	VERB
ajlm-1504	216	12	2020	2020	NUM
ajlm-1504	216	13	oct	oct	PROPN
ajlm-1504	216	14	20	20	NUM
ajlm-1504	216	15	]	]	PUNCT
ajlm-1504	216	16	.	.	PUNCT
ajlm-1504	217	1	available	available	ADJ
ajlm-1504	217	2	from	from	ADP
ajlm-1504	217	3	:	:	PUNCT
ajlm-1504	217	4	http://www.statssa.gov.za/?p=7974	http://www.statssa.gov.za/?p=7974	ADJ
ajlm-1504	217	5	national	national	PROPN
ajlm-1504	217	6	department	department	PROPN
ajlm-1504	217	7	of	of	ADP
ajlm-1504	217	8	health	health	PROPN
ajlm-1504	217	9	(	(	PUNCT
ajlm-1504	217	10	ndoh	ndoh	PROPN
ajlm-1504	217	11	)	)	PUNCT
ajlm-1504	217	12	,	,	PUNCT
ajlm-1504	217	13	national	national	PROPN
ajlm-1504	217	14	health	health	PROPN
ajlm-1504	217	15	laboratory	laboratory	PROPN
ajlm-1504	217	16	service	service	NOUN
ajlm-1504	217	17	(	(	PUNCT
ajlm-1504	217	18	nhls	nhls	PROPN
ajlm-1504	217	19	)	)	PUNCT
ajlm-1504	217	20	.	.	PUNCT
ajlm-1504	218	1	primary	primary	ADJ
ajlm-1504	218	2	health	health	PROPN
ajlm-1504	218	3	care	care	PROPN
ajlm-1504	218	4	laboratory	laboratory	PROPN
ajlm-1504	218	5	handbook	handbook	NOUN
ajlm-1504	218	6	:	:	PUNCT
ajlm-1504	218	7	a	a	DET
ajlm-1504	218	8	step	step	NOUN
ajlm-1504	218	9	by	by	ADP
ajlm-1504	218	10	step	step	NOUN
ajlm-1504	218	11	guide	guide	NOUN
ajlm-1504	219	1	[	[	X
ajlm-1504	219	2	homepage	homepage	NOUN
ajlm-1504	219	3	on	on	ADP
ajlm-1504	219	4	the	the	DET
ajlm-1504	219	5	internet	internet	NOUN
ajlm-1504	219	6	]	]	PUNCT
ajlm-1504	219	7	.	.	PUNCT
ajlm-1504	219	8	2018	2018	NUM
ajlm-1504	220	1	[	[	X
ajlm-1504	220	2	cited	cite	VERB
ajlm-1504	220	3	2021	2021	NUM
ajlm-1504	220	4	nov	nov	NOUN
ajlm-1504	220	5	03	03	NUM
ajlm-1504	220	6	]	]	PUNCT
ajlm-1504	220	7	.	.	PUNCT
ajlm-1504	221	1	available	available	ADJ
ajlm-1504	221	2	from	from	ADP
ajlm-1504	221	3	:	:	PUNCT
ajlm-1504	221	4	https://www.idealhealthfacility.org.za/app/document/download/20	https://www.idealhealthfacility.org.za/app/document/download/20	PROPN
ajlm-1504	221	5	pema	pema	PROPN
ajlm-1504	221	6	ak	ak	PROPN
ajlm-1504	221	7	,	,	PUNCT
ajlm-1504	221	8	kiabilua	kiabilua	PROPN
ajlm-1504	221	9	o	o	PROPN
ajlm-1504	221	10	,	,	PUNCT
ajlm-1504	221	11	pillay	pillay	PROPN
ajlm-1504	221	12	ts	ts	PROPN
ajlm-1504	221	13	.	.	PUNCT
ajlm-1504	222	1	demand	demand	NOUN
ajlm-1504	222	2	management	management	NOUN
ajlm-1504	222	3	by	by	ADP
ajlm-1504	222	4	electronic	electronic	ADJ
ajlm-1504	222	5	gatekeeping	gatekeeping	NOUN
ajlm-1504	222	6	of	of	ADP
ajlm-1504	222	7	test	test	NOUN
ajlm-1504	222	8	requests	request	NOUN
ajlm-1504	222	9	does	do	AUX
ajlm-1504	222	10	not	not	PART
ajlm-1504	222	11	influence	influence	VERB
ajlm-1504	222	12	requesting	request	VERB
ajlm-1504	222	13	behaviour	behaviour	NOUN
ajlm-1504	222	14	or	or	CCONJ
ajlm-1504	222	15	save	save	VERB
ajlm-1504	222	16	costs	cost	NOUN
ajlm-1504	222	17	dramatically	dramatically	ADV
ajlm-1504	222	18	.	.	PUNCT
ajlm-1504	223	1	ann	ann	PROPN
ajlm-1504	223	2	clin	clin	PROPN
ajlm-1504	223	3	biochem	biochem	PROPN
ajlm-1504	223	4	.	.	PUNCT
ajlm-1504	224	1	2018;55(2):244–253	2018;55(2):244–253	X
ajlm-1504	224	2	.	.	PUNCT
ajlm-1504	225	1	https://doi.org.10.1177/0004563217707980	https://doi.org.10.1177/0004563217707980	PROPN
ajlm-1504	225	2	elnenaei	elnenaei	PROPN
ajlm-1504	225	3	mo	mo	PROPN
ajlm-1504	225	4	,	,	PUNCT
ajlm-1504	225	5	campbell	campbell	PROPN
ajlm-1504	225	6	sg	sg	PROPN
ajlm-1504	225	7	,	,	PUNCT
ajlm-1504	225	8	thoni	thoni	PROPN
ajlm-1504	225	9	aj	aj	PROPN
ajlm-1504	225	10	,	,	PUNCT
ajlm-1504	225	11	lou	lou	PROPN
ajlm-1504	225	12	a	a	PROPN
ajlm-1504	225	13	,	,	PUNCT
ajlm-1504	225	14	crocker	crocker	PROPN
ajlm-1504	225	15	bd	bd	PROPN
ajlm-1504	225	16	,	,	PUNCT
ajlm-1504	225	17	nassar	nassar	PROPN
ajlm-1504	225	18	ba	ba	PROPN
ajlm-1504	225	19	.	.	PUNCT
ajlm-1504	226	1	an	an	DET
ajlm-1504	226	2	effective	effective	ADJ
ajlm-1504	226	3	utilization	utilization	NOUN
ajlm-1504	226	4	management	management	NOUN
ajlm-1504	226	5	strategy	strategy	NOUN
ajlm-1504	226	6	by	by	ADP
ajlm-1504	226	7	dual	dual	ADJ
ajlm-1504	226	8	approach	approach	NOUN
ajlm-1504	226	9	of	of	ADP
ajlm-1504	226	10	influencing	influence	VERB
ajlm-1504	226	11	physician	physician	NOUN
ajlm-1504	226	12	ordering	ordering	NOUN
ajlm-1504	226	13	and	and	CCONJ
ajlm-1504	226	14	gate	gate	NOUN
ajlm-1504	226	15	keeping	keeping	NOUN
ajlm-1504	226	16	.	.	PUNCT
ajlm-1504	227	1	clin	clin	PROPN
ajlm-1504	227	2	biochem	biochem	PROPN
ajlm-1504	227	3	.	.	PUNCT
ajlm-1504	228	1	2016;49(3):208–212	2016;49(3):208–212	NUM
ajlm-1504	228	2	.	.	PUNCT
ajlm-1504	229	1	https://doi.org/10.1016/j.clinbiochem.2015.11.005	https://doi.org/10.1016/j.clinbiochem.2015.11.005	PROPN
ajlm-1504	229	2	sripa	sripa	VERB
ajlm-1504	229	3	p	p	X
ajlm-1504	229	4	,	,	PUNCT
ajlm-1504	229	5	hayhoe	hayhoe	PROPN
ajlm-1504	229	6	b	b	PROPN
ajlm-1504	229	7	,	,	PUNCT
ajlm-1504	229	8	garg	garg	NOUN
ajlm-1504	229	9	p	p	PROPN
ajlm-1504	229	10	,	,	PUNCT
ajlm-1504	229	11	majeed	majeed	PROPN
ajlm-1504	229	12	a	a	DET
ajlm-1504	229	13	,	,	PUNCT
ajlm-1504	229	14	greenfield	greenfield	NOUN
ajlm-1504	229	15	g.	g.	NOUN
ajlm-1504	229	16	impact	impact	NOUN
ajlm-1504	229	17	of	of	ADP
ajlm-1504	229	18	gp	gp	NOUN
ajlm-1504	229	19	gatekeeping	gatekeepe	VERB
ajlm-1504	229	20	on	on	ADP
ajlm-1504	229	21	quality	quality	NOUN
ajlm-1504	229	22	of	of	ADP
ajlm-1504	229	23	care	care	NOUN
ajlm-1504	229	24	,	,	PUNCT
ajlm-1504	229	25	and	and	CCONJ
ajlm-1504	229	26	health	health	NOUN
ajlm-1504	229	27	outcomes	outcome	NOUN
ajlm-1504	229	28	,	,	PUNCT
ajlm-1504	229	29	use	use	NOUN
ajlm-1504	229	30	,	,	PUNCT
ajlm-1504	229	31	and	and	CCONJ
ajlm-1504	229	32	expenditure	expenditure	NOUN
ajlm-1504	229	33	:	:	PUNCT
ajlm-1504	229	34	a	a	DET
ajlm-1504	229	35	systematic	systematic	ADJ
ajlm-1504	229	36	review	review	NOUN
ajlm-1504	229	37	.	.	PUNCT
ajlm-1504	230	1	br	br	X
ajlm-1504	231	1	j	j	PROPN
ajlm-1504	231	2	gen	gen	PROPN
ajlm-1504	231	3	pract	pract	NOUN
ajlm-1504	231	4	.	.	PUNCT
ajlm-1504	232	1	2019;69(682):e294	2019;69(682):e294	NOUN
ajlm-1504	232	2	.	.	PUNCT
ajlm-1504	233	1	https://doi.org.10.3399	https://doi.org.10.3399	PROPN
ajlm-1504	233	2	/	/	SYM
ajlm-1504	233	3	bjgp19x702209	bjgp19x702209	PROPN
ajlm-1504	233	4	haeri	haeri	ADJ
ajlm-1504	233	5	mazanderani	mazanderani	NOUN
ajlm-1504	233	6	a	a	PRON
ajlm-1504	233	7	,	,	PUNCT
ajlm-1504	233	8	sherman	sherman	PROPN
ajlm-1504	233	9	gg	gg	PROPN
ajlm-1504	233	10	,	,	PUNCT
ajlm-1504	233	11	moyo	moyo	PROPN
ajlm-1504	233	12	f	f	PROPN
ajlm-1504	233	13	,	,	PUNCT
ajlm-1504	233	14	goga	goga	PROPN
ajlm-1504	233	15	ae	ae	PROPN
ajlm-1504	233	16	,	,	PUNCT
ajlm-1504	233	17	feucht	feucht	PROPN
ajlm-1504	233	18	u.	u.	NOUN
ajlm-1504	233	19	leveraging	leverage	VERB
ajlm-1504	233	20	the	the	DET
ajlm-1504	233	21	road	road	NOUN
ajlm-1504	233	22	to	to	ADP
ajlm-1504	233	23	health	health	NOUN
ajlm-1504	233	24	booklet	booklet	NOUN
ajlm-1504	233	25	as	as	ADP
ajlm-1504	233	26	a	a	DET
ajlm-1504	233	27	unique	unique	ADJ
ajlm-1504	233	28	patient	patient	ADJ
ajlm-1504	233	29	identifier	identifier	NOUN
ajlm-1504	233	30	to	to	PART
ajlm-1504	233	31	monitor	monitor	VERB
ajlm-1504	233	32	the	the	DET
ajlm-1504	233	33	prevention	prevention	NOUN
ajlm-1504	233	34	of	of	ADP
ajlm-1504	233	35	mother	mother	NOUN
ajlm-1504	233	36	-	-	PUNCT
ajlm-1504	233	37	to	to	ADP
ajlm-1504	233	38	-	-	PUNCT
ajlm-1504	233	39	child	child	NOUN
ajlm-1504	233	40	transmission	transmission	NOUN
ajlm-1504	233	41	programme	programme	NOUN
ajlm-1504	233	42	.	.	PUNCT
ajlm-1504	234	1	s	s	PROPN
ajlm-1504	234	2	afr	afr	PROPN
ajlm-1504	234	3	med	med	PROPN
ajlm-1504	234	4	j.	j.	PROPN
ajlm-1504	234	5	2018;108(9):729–733	2018;108(9):729–733	PROPN
ajlm-1504	234	6	.	.	PUNCT
ajlm-1504	235	1	https://doi.org.10.7196	https://doi.org.10.7196	ADJ
ajlm-1504	235	2	/	/	SYM
ajlm-1504	235	3	samj.2018.v108i9.13093	samj.2018.v108i9.13093	PROPN
ajlm-1504	235	4	beck	beck	PROPN
ajlm-1504	235	5	ej	ej	PROPN
ajlm-1504	235	6	,	,	PUNCT
ajlm-1504	235	7	shields	shields	PROPN
ajlm-1504	235	8	jm	jm	PROPN
ajlm-1504	235	9	,	,	PUNCT
ajlm-1504	235	10	tanna	tanna	PROPN
ajlm-1504	235	11	g	g	NOUN
ajlm-1504	235	12	,	,	PUNCT
ajlm-1504	235	13	et	et	PROPN
ajlm-1504	235	14	al	al	PROPN
ajlm-1504	235	15	.	.	PUNCT
ajlm-1504	235	16	developing	develop	VERB
ajlm-1504	235	17	and	and	CCONJ
ajlm-1504	235	18	implementing	implement	VERB
ajlm-1504	235	19	national	national	ADJ
ajlm-1504	235	20	health	health	NOUN
ajlm-1504	235	21	identifiers	identifier	NOUN
ajlm-1504	235	22	in	in	ADP
ajlm-1504	235	23	resource	resource	NOUN
ajlm-1504	235	24	limited	limited	ADJ
ajlm-1504	235	25	countries	country	NOUN
ajlm-1504	235	26	:	:	PUNCT
ajlm-1504	236	1	why	why	SCONJ
ajlm-1504	236	2	,	,	PUNCT
ajlm-1504	236	3	what	what	PRON
ajlm-1504	236	4	,	,	PUNCT
ajlm-1504	236	5	who	who	PRON
ajlm-1504	236	6	,	,	PUNCT
ajlm-1504	236	7	when	when	SCONJ
ajlm-1504	236	8	and	and	CCONJ
ajlm-1504	236	9	how	how	SCONJ
ajlm-1504	236	10	?	?	PUNCT
ajlm-1504	236	11	glob	glob	NOUN
ajlm-1504	236	12	health	health	NOUN
ajlm-1504	236	13	action	action	NOUN
ajlm-1504	236	14	.	.	PUNCT
ajlm-1504	237	1	2018;11(1):1440782	2018;11(1):1440782	NUM
ajlm-1504	237	2	.	.	PUNCT
ajlm-1504	238	1	https://doi.org.10.1080/16549716.2018.1440782	https://doi.org.10.1080/16549716.2018.1440782	PROPN
ajlm-1504	238	2	nuckols	nuckol	VERB
ajlm-1504	238	3	tk	tk	PROPN
ajlm-1504	238	4	,	,	PUNCT
ajlm-1504	238	5	asch	asch	PROPN
ajlm-1504	238	6	sm	sm	PROPN
ajlm-1504	238	7	,	,	PUNCT
ajlm-1504	238	8	patel	patel	PROPN
ajlm-1504	238	9	v	v	PROPN
ajlm-1504	238	10	,	,	PUNCT
ajlm-1504	238	11	et	et	PROPN
ajlm-1504	238	12	al	al	PROPN
ajlm-1504	238	13	.	.	PUNCT
ajlm-1504	239	1	implementing	implement	VERB
ajlm-1504	239	2	computerized	computerized	ADJ
ajlm-1504	239	3	provider	provider	NOUN
ajlm-1504	239	4	order	order	NOUN
ajlm-1504	239	5	entry	entry	NOUN
ajlm-1504	239	6	in	in	ADP
ajlm-1504	239	7	acute	acute	ADJ
ajlm-1504	239	8	care	care	NOUN
ajlm-1504	239	9	hospitals	hospital	NOUN
ajlm-1504	239	10	in	in	ADP
ajlm-1504	239	11	the	the	DET
ajlm-1504	239	12	united	united	PROPN
ajlm-1504	239	13	states	states	PROPN
ajlm-1504	239	14	could	could	AUX
ajlm-1504	239	15	generate	generate	VERB
ajlm-1504	239	16	substantial	substantial	ADJ
ajlm-1504	239	17	savings	saving	NOUN
ajlm-1504	239	18	to	to	ADP
ajlm-1504	239	19	society	society	NOUN
ajlm-1504	239	20	.	.	PUNCT
ajlm-1504	240	1	jt	jt	PROPN
ajlm-1504	240	2	comm	comm	PROPN
ajlm-1504	240	3	j	j	PROPN
ajlm-1504	240	4	qual	qual	PROPN
ajlm-1504	240	5	patient	patient	PROPN
ajlm-1504	240	6	saf	saf	PROPN
ajlm-1504	240	7	.	.	PUNCT
ajlm-1504	241	1	2015;41(8):341–350	2015;41(8):341–350	NUM
ajlm-1504	241	2	.	.	PUNCT
ajlm-1504	242	1	https://doi.org.10.1016	https://doi.org.10.1016	PROPN
ajlm-1504	242	2	/	/	SYM
ajlm-1504	242	3	s1553	s1553	PROPN
ajlm-1504	242	4	-	-	PUNCT
ajlm-1504	242	5	7250(15)41045	7250(15)41045	NUM
ajlm-1504	242	6	-	-	PUNCT
ajlm-1504	242	7	1	1	NUM
ajlm-1504	242	8	zimlichman	zimlichman	NOUN
ajlm-1504	242	9	e	e	NOUN
ajlm-1504	242	10	,	,	PUNCT
ajlm-1504	242	11	keohane	keohane	PROPN
ajlm-1504	242	12	c	c	NOUN
ajlm-1504	242	13	,	,	PUNCT
ajlm-1504	242	14	franz	franz	PROPN
ajlm-1504	242	15	c	c	AUX
ajlm-1504	242	16	,	,	PUNCT
ajlm-1504	242	17	et	et	PROPN
ajlm-1504	242	18	al	al	PROPN
ajlm-1504	242	19	.	.	PROPN
ajlm-1504	242	20	return	return	VERB
ajlm-1504	242	21	on	on	ADP
ajlm-1504	242	22	investment	investment	NOUN
ajlm-1504	242	23	for	for	ADP
ajlm-1504	242	24	vendor	vendor	NOUN
ajlm-1504	242	25	computerized	computerize	VERB
ajlm-1504	242	26	physician	physician	NOUN
ajlm-1504	242	27	order	order	NOUN
ajlm-1504	242	28	entry	entry	NOUN
ajlm-1504	242	29	in	in	ADP
ajlm-1504	242	30	four	four	NUM
ajlm-1504	242	31	community	community	NOUN
ajlm-1504	242	32	hospitals	hospital	NOUN
ajlm-1504	242	33	:	:	PUNCT
ajlm-1504	242	34	the	the	DET
ajlm-1504	242	35	importance	importance	NOUN
ajlm-1504	242	36	of	of	ADP
ajlm-1504	242	37	decision	decision	NOUN
ajlm-1504	242	38	support	support	NOUN
ajlm-1504	242	39	.	.	PUNCT
ajlm-1504	243	1	jt	jt	PROPN
ajlm-1504	243	2	comm	comm	PROPN
ajlm-1504	243	3	j	j	PROPN
ajlm-1504	243	4	qual	qual	PROPN
ajlm-1504	243	5	patient	patient	PROPN
ajlm-1504	243	6	saf	saf	PROPN
ajlm-1504	243	7	.	.	PUNCT
ajlm-1504	244	1	2013;39(7):312–318	2013;39(7):312–318	NUM
ajlm-1504	244	2	.	.	PUNCT
ajlm-1504	245	1	https://doi.org.10.1016	https://doi.org.10.1016	PROPN
ajlm-1504	245	2	/	/	SYM
ajlm-1504	245	3	s1553	s1553	PROPN
ajlm-1504	245	4	-	-	PUNCT
ajlm-1504	245	5	7250(13)39044	7250(13)39044	NUM
ajlm-1504	245	6	-	-	PUNCT
ajlm-1504	245	7	8	8	NUM
ajlm-1504	245	8	international	international	ADJ
ajlm-1504	245	9	monetary	monetary	ADJ
ajlm-1504	245	10	fund	fund	NOUN
ajlm-1504	245	11	(	(	PUNCT
ajlm-1504	245	12	imf	imf	PROPN
ajlm-1504	245	13	)	)	PUNCT
ajlm-1504	245	14	.	.	PUNCT
ajlm-1504	246	1	interest	interest	NOUN
ajlm-1504	246	2	rates	rate	NOUN
ajlm-1504	246	3	selected	select	VERB
ajlm-1504	246	4	indicators	indicator	NOUN
ajlm-1504	246	5	:	:	PUNCT
ajlm-1504	247	1	united	united	PROPN
ajlm-1504	247	2	states	states	PROPN
ajlm-1504	247	3	[	[	X
ajlm-1504	247	4	homepage	homepage	NOUN
ajlm-1504	247	5	on	on	ADP
ajlm-1504	247	6	the	the	DET
ajlm-1504	247	7	internet	internet	NOUN
ajlm-1504	247	8	]	]	PUNCT
ajlm-1504	247	9	.	.	PUNCT
ajlm-1504	247	10	2021	2021	NUM
ajlm-1504	248	1	[	[	X
ajlm-1504	248	2	cited	cite	VERB
ajlm-1504	248	3	2021	2021	NUM
ajlm-1504	248	4	nov	nov	NOUN
ajlm-1504	248	5	08	08	NUM
ajlm-1504	248	6	]	]	PUNCT
ajlm-1504	248	7	.	.	PUNCT
ajlm-1504	249	1	available	available	ADJ
ajlm-1504	249	2	from	from	ADP
ajlm-1504	249	3	:	:	PUNCT
ajlm-1504	249	4	https://data.imf.org/regular.aspx?key=61545855	https://data.imf.org/regular.aspx?key=61545855	PUNCT
ajlm-1504	249	5	kathini	kathini	PROPN
ajlm-1504	249	6	e	e	PROPN
ajlm-1504	249	7	,	,	PUNCT
ajlm-1504	249	8	kiongo	kiongo	PROPN
ajlm-1504	249	9	jg	jg	PROPN
ajlm-1504	249	10	,	,	PUNCT
ajlm-1504	249	11	editors	editor	NOUN
ajlm-1504	249	12	.	.	PUNCT
ajlm-1504	250	1	utilization	utilization	NOUN
ajlm-1504	250	2	levels	level	NOUN
ajlm-1504	250	3	of	of	ADP
ajlm-1504	250	4	computerized	computerized	ADJ
ajlm-1504	250	5	physician	physician	NOUN
ajlm-1504	250	6	order	order	NOUN
ajlm-1504	250	7	entry	entry	NOUN
ajlm-1504	250	8	(	(	PUNCT
ajlm-1504	250	9	cpoe	cpoe	ADJ
ajlm-1504	250	10	)	)	PUNCT
ajlm-1504	250	11	by	by	ADP
ajlm-1504	250	12	health	health	NOUN
ajlm-1504	250	13	care	care	NOUN
ajlm-1504	250	14	workers	worker	NOUN
ajlm-1504	250	15	in	in	ADP
ajlm-1504	250	16	mbagathi	mbagathi	PROPN
ajlm-1504	250	17	district	district	PROPN
ajlm-1504	250	18	hospital	hospital	PROPN
ajlm-1504	250	19	nairobi	nairobi	PROPN
ajlm-1504	250	20	,	,	PUNCT
ajlm-1504	250	21	kenya	kenya	PROPN
ajlm-1504	250	22	.	.	PUNCT
ajlm-1504	251	1	nurs	nur	VERB
ajlm-1504	251	2	health	health	PROPN
ajlm-1504	251	3	sci	sci	PROPN
ajlm-1504	251	4	.	.	PROPN
ajlm-1504	251	5	2020;9(2):57–64	2020;9(2):57–64	PROPN
ajlm-1504	251	6	.	.	PUNCT
ajlm-1504	252	1	https://doi.org.10.9790/1959	https://doi.org.10.9790/1959	NOUN
ajlm-1504	252	2	-	-	PUNCT
ajlm-1504	252	3	0902025764	0902025764	NUM
ajlm-1504	252	4	nganga	nganga	PROPN
ajlm-1504	252	5	sw	sw	PROPN
ajlm-1504	252	6	,	,	PUNCT
ajlm-1504	252	7	otieno	otieno	ADJ
ajlm-1504	252	8	na	na	ADP
ajlm-1504	252	9	,	,	PUNCT
ajlm-1504	252	10	adero	adero	PROPN
ajlm-1504	252	11	m	m	PROPN
ajlm-1504	252	12	,	,	PUNCT
ajlm-1504	252	13	et	et	PROPN
ajlm-1504	252	14	al	al	PROPN
ajlm-1504	252	15	.	.	PROPN
ajlm-1504	252	16	patient	patient	ADJ
ajlm-1504	252	17	and	and	CCONJ
ajlm-1504	252	18	provider	provider	NOUN
ajlm-1504	252	19	perspectives	perspective	NOUN
ajlm-1504	252	20	on	on	ADP
ajlm-1504	252	21	how	how	SCONJ
ajlm-1504	252	22	trust	trust	NOUN
ajlm-1504	252	23	influences	influence	VERB
ajlm-1504	252	24	maternal	maternal	ADJ
ajlm-1504	252	25	vaccine	vaccine	NOUN
ajlm-1504	252	26	acceptance	acceptance	NOUN
ajlm-1504	252	27	among	among	ADP
ajlm-1504	252	28	pregnant	pregnant	ADJ
ajlm-1504	252	29	women	woman	NOUN
ajlm-1504	252	30	in	in	ADP
ajlm-1504	252	31	kenya	kenya	PROPN
ajlm-1504	252	32	.	.	PUNCT
ajlm-1504	253	1	bmc	bmc	PROPN
ajlm-1504	253	2	health	health	PROPN
ajlm-1504	253	3	serv	serv	PROPN
ajlm-1504	253	4	res	res	PROPN
ajlm-1504	253	5	.	.	PUNCT
ajlm-1504	253	6	2019;19(1):747	2019;19(1):747	PROPN
ajlm-1504	253	7	.	.	PUNCT
ajlm-1504	254	1	https://doi.org.10.1186	https://doi.org.10.1186	PROPN
ajlm-1504	254	2	/	/	SYM
ajlm-1504	254	3	s12913	s12913	NOUN
ajlm-1504	254	4	-	-	PUNCT
ajlm-1504	254	5	019	019	NUM
ajlm-1504	254	6	-	-	PUNCT
ajlm-1504	254	7	4537	4537	NUM
ajlm-1504	254	8	-	-	SYM
ajlm-1504	254	9	8	8	NUM
ajlm-1504	254	10	campbell	campbell	PROPN
ajlm-1504	254	11	ws	ws	PROPN
ajlm-1504	254	12	,	,	PUNCT
ajlm-1504	254	13	karlsson	karlsson	PROPN
ajlm-1504	254	14	d	d	PROPN
ajlm-1504	254	15	,	,	PUNCT
ajlm-1504	254	16	vreeman	vreeman	NOUN
ajlm-1504	254	17	dj	dj	PROPN
ajlm-1504	254	18	,	,	PUNCT
ajlm-1504	254	19	lazenby	lazenby	PROPN
ajlm-1504	254	20	aj	aj	PROPN
ajlm-1504	254	21	,	,	PUNCT
ajlm-1504	254	22	talmon	talmon	PROPN
ajlm-1504	254	23	ga	ga	PROPN
ajlm-1504	254	24	,	,	PUNCT
ajlm-1504	254	25	campbell	campbell	PROPN
ajlm-1504	254	26	jr	jr	PROPN
ajlm-1504	254	27	.	.	PUNCT
ajlm-1504	255	1	a	a	DET
ajlm-1504	255	2	computable	computable	ADJ
ajlm-1504	255	3	pathology	pathology	NOUN
ajlm-1504	255	4	report	report	NOUN
ajlm-1504	255	5	for	for	ADP
ajlm-1504	255	6	precision	precision	NOUN
ajlm-1504	255	7	medicine	medicine	NOUN
ajlm-1504	255	8	:	:	PUNCT
ajlm-1504	255	9	extending	extend	VERB
ajlm-1504	255	10	an	an	DET
ajlm-1504	255	11	observables	observable	NOUN
ajlm-1504	255	12	ontology	ontology	NOUN
ajlm-1504	255	13	unifying	unifying	NOUN
ajlm-1504	255	14	snomed	snome	VERB
ajlm-1504	255	15	ct	ct	PROPN
ajlm-1504	255	16	and	and	CCONJ
ajlm-1504	255	17	loinc	loinc	NOUN
ajlm-1504	255	18	.	.	PUNCT
ajlm-1504	256	1	j	j	PROPN
ajlm-1504	256	2	am	be	AUX
ajlm-1504	256	3	med	me	VERB
ajlm-1504	256	4	inform	inform	NOUN
ajlm-1504	256	5	assoc	assoc	NOUN
ajlm-1504	256	6	.	.	PUNCT
ajlm-1504	257	1	2018;25(3):259–266	2018;25(3):259–266	X
ajlm-1504	257	2	.	.	PUNCT
ajlm-1504	257	3	https://doi.org.10.1093	https://doi.org.10.1093	PROPN
ajlm-1504	257	4	/	/	SYM
ajlm-1504	257	5	jamia	jamia	PROPN
ajlm-1504	257	6	/	/	SYM
ajlm-1504	257	7	ocx097	ocx097	PROPN
ajlm-1504	257	8	kaushal	kaushal	PROPN
ajlm-1504	257	9	r	r	PROPN
ajlm-1504	257	10	,	,	PUNCT
ajlm-1504	257	11	jha	jha	PROPN
ajlm-1504	257	12	ak	ak	PROPN
ajlm-1504	257	13	,	,	PUNCT
ajlm-1504	257	14	franz	franz	PROPN
ajlm-1504	257	15	c	c	AUX
ajlm-1504	257	16	,	,	PUNCT
ajlm-1504	257	17	et	et	PROPN
ajlm-1504	257	18	al	al	PROPN
ajlm-1504	257	19	.	.	PROPN
ajlm-1504	257	20	return	return	VERB
ajlm-1504	257	21	on	on	ADP
ajlm-1504	257	22	investment	investment	NOUN
ajlm-1504	257	23	for	for	ADP
ajlm-1504	257	24	a	a	DET
ajlm-1504	257	25	computerized	computerized	ADJ
ajlm-1504	257	26	physician	physician	NOUN
ajlm-1504	257	27	order	order	NOUN
ajlm-1504	257	28	entry	entry	NOUN
ajlm-1504	257	29	system	system	NOUN
ajlm-1504	257	30	.	.	PUNCT
ajlm-1504	258	1	j	j	PROPN
ajlm-1504	258	2	am	be	AUX
ajlm-1504	258	3	med	me	VERB
ajlm-1504	258	4	inform	inform	NOUN
ajlm-1504	258	5	assoc	assoc	NOUN
ajlm-1504	258	6	.	.	PUNCT
ajlm-1504	259	1	2006;13(3):261–266	2006;13(3):261–266	X
ajlm-1504	259	2	.	.	PUNCT
ajlm-1504	260	1	https://doi.org.10.1197	https://doi.org.10.1197	PROPN
ajlm-1504	260	2	/	/	SYM
ajlm-1504	260	3	jamia.m1984	jamia.m1984	PROPN
ajlm-1504	260	4	birkmeyer	birkmeyer	PROPN
ajlm-1504	260	5	cm	cm	PROPN
ajlm-1504	260	6	,	,	PUNCT
ajlm-1504	260	7	lee	lee	PROPN
ajlm-1504	260	8	j	j	PROPN
ajlm-1504	260	9	,	,	PUNCT
ajlm-1504	260	10	bates	bates	PROPN
ajlm-1504	260	11	dw	dw	PROPN
ajlm-1504	260	12	,	,	PUNCT
ajlm-1504	260	13	birkmeyer	birkmeyer	PROPN
ajlm-1504	260	14	jd	jd	PROPN
ajlm-1504	260	15	.	.	PROPN
ajlm-1504	260	16	will	will	AUX
ajlm-1504	260	17	electronic	electronic	ADJ
ajlm-1504	260	18	order	order	NOUN
ajlm-1504	260	19	entry	entry	NOUN
ajlm-1504	260	20	reduce	reduce	VERB
ajlm-1504	260	21	health	health	NOUN
ajlm-1504	260	22	care	care	NOUN
ajlm-1504	260	23	costs	cost	NOUN
ajlm-1504	260	24	?	?	PUNCT
ajlm-1504	261	1	eff	eff	PROPN
ajlm-1504	261	2	clin	clin	PROPN
ajlm-1504	261	3	pract	pract	PROPN
ajlm-1504	261	4	.	.	PUNCT
ajlm-1504	262	1	2002;5(2):67–74	2002;5(2):67–74	X
ajlm-1504	262	2	.	.	PUNCT
ajlm-1504	263	1	osler	osler	PROPN
ajlm-1504	263	2	m	m	PROPN
ajlm-1504	263	3	,	,	PUNCT
ajlm-1504	263	4	hilderbrand	hilderbrand	PROPN
ajlm-1504	263	5	k	k	PROPN
ajlm-1504	263	6	,	,	PUNCT
ajlm-1504	263	7	hennessey	hennessey	PROPN
ajlm-1504	263	8	c	c	PROPN
ajlm-1504	263	9	,	,	PUNCT
ajlm-1504	263	10	et	et	PROPN
ajlm-1504	263	11	al	al	PROPN
ajlm-1504	263	12	.	.	PUNCT
ajlm-1504	264	1	a	a	DET
ajlm-1504	264	2	three	three	NUM
ajlm-1504	264	3	-	-	PUNCT
ajlm-1504	264	4	tier	tier	NOUN
ajlm-1504	264	5	framework	framework	NOUN
ajlm-1504	264	6	for	for	ADP
ajlm-1504	264	7	monitoring	monitor	VERB
ajlm-1504	264	8	antiretroviral	antiretroviral	ADJ
ajlm-1504	264	9	therapy	therapy	NOUN
ajlm-1504	264	10	in	in	ADP
ajlm-1504	264	11	high	high	ADJ
ajlm-1504	264	12	hiv	hiv	PROPN
ajlm-1504	264	13	burden	burden	NOUN
ajlm-1504	264	14	settings	setting	NOUN
ajlm-1504	264	15	.	.	PUNCT
ajlm-1504	265	1	j	j	PROPN
ajlm-1504	265	2	int	int	PROPN
ajlm-1504	265	3	aids	aids	PROPN
ajlm-1504	265	4	society	society	NOUN
ajlm-1504	265	5	.	.	PUNCT
ajlm-1504	266	1	2014;17(1):18908	2014;17(1):18908	X
ajlm-1504	266	2	.	.	PUNCT
ajlm-1504	266	3	https://doi.org.https://doi.org/10.7448	https://doi.org.https://doi.org/10.7448	X
ajlm-1504	266	4	/	/	SYM
ajlm-1504	266	5	ias.17.1.18908	ias.17.1.18908	PROPN
ajlm-1504	266	6	fraser	fraser	PROPN
ajlm-1504	266	7	h	h	PROPN
ajlm-1504	266	8	,	,	PUNCT
ajlm-1504	266	9	biondich	biondich	VERB
ajlm-1504	266	10	p	p	PRON
ajlm-1504	266	11	,	,	PUNCT
ajlm-1504	266	12	moodley	moodley	NOUN
ajlm-1504	266	13	d	d	PROPN
ajlm-1504	266	14	,	,	PUNCT
ajlm-1504	266	15	choi	choi	NOUN
ajlm-1504	266	16	s	s	PROPN
ajlm-1504	266	17	,	,	PUNCT
ajlm-1504	266	18	mamlin	mamlin	PROPN
ajlm-1504	266	19	b	b	PROPN
ajlm-1504	266	20	,	,	PUNCT
ajlm-1504	266	21	szolovits	szolovit	VERB
ajlm-1504	266	22	p.	p.	NOUN
ajlm-1504	266	23	implementing	implement	VERB
ajlm-1504	266	24	electronic	electronic	ADJ
ajlm-1504	266	25	medical	medical	ADJ
ajlm-1504	266	26	record	record	NOUN
ajlm-1504	266	27	systems	system	NOUN
ajlm-1504	266	28	in	in	ADP
ajlm-1504	266	29	developing	develop	VERB
ajlm-1504	266	30	countries	country	NOUN
ajlm-1504	266	31	.	.	PUNCT
ajlm-1504	267	1	j	j	PROPN
ajlm-1504	267	2	innov	innov	PROPN
ajlm-1504	267	3	health	health	NOUN
ajlm-1504	267	4	inform	inform	NOUN
ajlm-1504	267	5	.	.	PUNCT
ajlm-1504	268	1	2005;13(2):83–95	2005;13(2):83–95	NUM
ajlm-1504	268	2	.	.	PUNCT
ajlm-1504	269	1	https://doi.org.10.14236	https://doi.org.10.14236	PROPN
ajlm-1504	269	2	/	/	SYM
ajlm-1504	269	3	jhi.v13i2.585	jhi.v13i2.585	NOUN
ajlm-1504	269	4	schmutz	schmutz	ADJ
ajlm-1504	269	5	ams	am	NOUN
ajlm-1504	269	6	,	,	PUNCT
ajlm-1504	269	7	jenkins	jenkins	PROPN
ajlm-1504	269	8	ls	ls	PROPN
ajlm-1504	269	9	,	,	PUNCT
ajlm-1504	269	10	coetzee	coetzee	PROPN
ajlm-1504	269	11	f	f	PROPN
ajlm-1504	269	12	,	,	PUNCT
ajlm-1504	269	13	et	et	PROPN
ajlm-1504	269	14	al	al	PROPN
ajlm-1504	269	15	.	.	PROPN
ajlm-1504	269	16	re	re	VERB
ajlm-1504	269	17	-	-	VERB
ajlm-1504	269	18	imagining	imagine	VERB
ajlm-1504	269	19	health	health	NOUN
ajlm-1504	269	20	professions	profession	NOUN
ajlm-1504	269	21	education	education	NOUN
ajlm-1504	269	22	in	in	ADP
ajlm-1504	269	23	the	the	DET
ajlm-1504	269	24	coronavirus	coronavirus	NOUN
ajlm-1504	269	25	disease	disease	NOUN
ajlm-1504	269	26	2019	2019	NUM
ajlm-1504	269	27	era	era	NOUN
ajlm-1504	269	28	:	:	PUNCT
ajlm-1504	269	29	perspectives	perspective	NOUN
ajlm-1504	269	30	from	from	ADP
ajlm-1504	269	31	south	south	PROPN
ajlm-1504	269	32	africa	africa	PROPN
ajlm-1504	269	33	.	.	PUNCT
ajlm-1504	270	1	afr	afr	PROPN
ajlm-1504	270	2	j	j	PROPN
ajlm-1504	270	3	prim	prim	PROPN
ajlm-1504	270	4	health	health	PROPN
ajlm-1504	270	5	care	care	PROPN
ajlm-1504	270	6	fam	fam	PROPN
ajlm-1504	270	7	med	me	VERB
ajlm-1504	270	8	.	.	PUNCT
ajlm-1504	271	1	2021;13(1):e1	2021;13(1):e1	NUM
ajlm-1504	271	2	–	–	PUNCT
ajlm-1504	271	3	e5	e5	NOUN
ajlm-1504	271	4	.	.	PUNCT
ajlm-1504	271	5	https://doi.org.10.4102	https://doi.org.10.4102	PROPN
ajlm-1504	271	6	/	/	SYM
ajlm-1504	271	7	phcfm.v13i1.2948	phcfm.v13i1.2948	NOUN