id	sid	tid	token	lemma	pos
ajlm-1725	1	1	abstract	abstract	ADJ
ajlm-1725	1	2	introduction	introduction	NOUN
ajlm-1725	1	3	methods	method	NOUN
ajlm-1725	1	4	results	result	VERB
ajlm-1725	1	5	discussion	discussion	NOUN
ajlm-1725	1	6	conclusion	conclusion	NOUN
ajlm-1725	1	7	acknowledgements	acknowledgement	NOUN
ajlm-1725	1	8	references	reference	NOUN
ajlm-1725	1	9	about	about	ADP
ajlm-1725	1	10	the	the	DET
ajlm-1725	1	11	author(s	author(s	NOUN
ajlm-1725	1	12	)	)	PUNCT
ajlm-1725	1	13	sarah	sarah	PROPN
ajlm-1725	1	14	j.	j.	PROPN
ajlm-1725	1	15	girdwood	girdwood	PROPN
ajlm-1725	1	16	health	health	PROPN
ajlm-1725	1	17	economics	economics	PROPN
ajlm-1725	1	18	and	and	CCONJ
ajlm-1725	1	19	epidemiology	epidemiology	NOUN
ajlm-1725	1	20	research	research	NOUN
ajlm-1725	1	21	office	office	NOUN
ajlm-1725	1	22	,	,	PUNCT
ajlm-1725	1	23	department	department	NOUN
ajlm-1725	1	24	of	of	ADP
ajlm-1725	1	25	internal	internal	ADJ
ajlm-1725	1	26	medicine	medicine	NOUN
ajlm-1725	1	27	,	,	PUNCT
ajlm-1725	1	28	school	school	NOUN
ajlm-1725	1	29	of	of	ADP
ajlm-1725	1	30	clinical	clinical	ADJ
ajlm-1725	1	31	medicine	medicine	NOUN
ajlm-1725	1	32	,	,	PUNCT
ajlm-1725	1	33	faculty	faculty	NOUN
ajlm-1725	1	34	of	of	ADP
ajlm-1725	1	35	health	health	NOUN
ajlm-1725	1	36	sciences	sciences	PROPN
ajlm-1725	1	37	,	,	PUNCT
ajlm-1725	1	38	university	university	NOUN
ajlm-1725	1	39	of	of	ADP
ajlm-1725	1	40	the	the	DET
ajlm-1725	1	41	witwatersrand	witwatersrand	NOUN
ajlm-1725	1	42	,	,	PUNCT
ajlm-1725	1	43	johannesburg	johannesburg	PROPN
ajlm-1725	1	44	,	,	PUNCT
ajlm-1725	1	45	south	south	PROPN
ajlm-1725	1	46	africa	africa	PROPN
ajlm-1725	1	47	department	department	PROPN
ajlm-1725	1	48	of	of	ADP
ajlm-1725	1	49	medical	medical	ADJ
ajlm-1725	1	50	microbiology	microbiology	NOUN
ajlm-1725	1	51	,	,	PUNCT
ajlm-1725	1	52	amsterdam	amsterdam	PROPN
ajlm-1725	1	53	university	university	PROPN
ajlm-1725	1	54	medical	medical	ADJ
ajlm-1725	1	55	center	center	NOUN
ajlm-1725	1	56	,	,	PUNCT
ajlm-1725	1	57	amsterdam	amsterdam	PROPN
ajlm-1725	1	58	,	,	PUNCT
ajlm-1725	1	59	the	the	DET
ajlm-1725	1	60	netherlands	netherlands	PROPN
ajlm-1725	1	61	thomas	thomas	PROPN
ajlm-1725	1	62	crompton	crompton	PROPN
ajlm-1725	2	1	right	right	NOUN
ajlm-1725	2	2	to	to	PART
ajlm-1725	2	3	care	care	VERB
ajlm-1725	2	4	,	,	PUNCT
ajlm-1725	2	5	johannesburg	johannesburg	PROPN
ajlm-1725	2	6	,	,	PUNCT
ajlm-1725	2	7	south	south	PROPN
ajlm-1725	2	8	africa	africa	PROPN
ajlm-1725	2	9	naseem	naseem	PROPN
ajlm-1725	2	10	cassim	cassim	PROPN
ajlm-1725	2	11	department	department	PROPN
ajlm-1725	2	12	of	of	ADP
ajlm-1725	2	13	molecular	molecular	ADJ
ajlm-1725	2	14	medicine	medicine	NOUN
ajlm-1725	2	15	and	and	CCONJ
ajlm-1725	2	16	haematology	haematology	NOUN
ajlm-1725	2	17	,	,	PUNCT
ajlm-1725	2	18	faculty	faculty	NOUN
ajlm-1725	2	19	of	of	ADP
ajlm-1725	2	20	health	health	NOUN
ajlm-1725	2	21	sciences	sciences	PROPN
ajlm-1725	2	22	,	,	PUNCT
ajlm-1725	2	23	university	university	NOUN
ajlm-1725	2	24	of	of	ADP
ajlm-1725	2	25	the	the	DET
ajlm-1725	2	26	witwatersrand	witwatersrand	NOUN
ajlm-1725	2	27	,	,	PUNCT
ajlm-1725	2	28	johannesburg	johannesburg	PROPN
ajlm-1725	2	29	,	,	PUNCT
ajlm-1725	2	30	south	south	PROPN
ajlm-1725	2	31	africa	africa	PROPN
ajlm-1725	2	32	national	national	PROPN
ajlm-1725	2	33	health	health	PROPN
ajlm-1725	2	34	laboratory	laboratory	PROPN
ajlm-1725	2	35	service	service	PROPN
ajlm-1725	2	36	,	,	PUNCT
ajlm-1725	2	37	johannesburg	johannesburg	PROPN
ajlm-1725	2	38	,	,	PUNCT
ajlm-1725	2	39	south	south	PROPN
ajlm-1725	2	40	africa	africa	PROPN
ajlm-1725	2	41	floyd	floyd	PROPN
ajlm-1725	2	42	olsen	olsen	PROPN
ajlm-1725	2	43	national	national	PROPN
ajlm-1725	2	44	health	health	PROPN
ajlm-1725	2	45	laboratory	laboratory	PROPN
ajlm-1725	2	46	service	service	PROPN
ajlm-1725	2	47	,	,	PUNCT
ajlm-1725	2	48	johannesburg	johannesburg	PROPN
ajlm-1725	2	49	,	,	PUNCT
ajlm-1725	2	50	south	south	PROPN
ajlm-1725	2	51	africa	africa	PROPN
ajlm-1725	2	52	portia	portia	PROPN
ajlm-1725	2	53	sejake	sejake	PROPN
ajlm-1725	2	54	national	national	PROPN
ajlm-1725	2	55	health	health	PROPN
ajlm-1725	2	56	laboratory	laboratory	PROPN
ajlm-1725	2	57	service	service	PROPN
ajlm-1725	2	58	,	,	PUNCT
ajlm-1725	2	59	johannesburg	johannesburg	PROPN
ajlm-1725	2	60	,	,	PUNCT
ajlm-1725	2	61	south	south	PROPN
ajlm-1725	2	62	africa	africa	PROPN
ajlm-1725	2	63	karidia	karidia	PROPN
ajlm-1725	2	64	diallo	diallo	PROPN
ajlm-1725	2	65	centers	center	NOUN
ajlm-1725	2	66	for	for	ADP
ajlm-1725	2	67	disease	disease	NOUN
ajlm-1725	2	68	control	control	NOUN
ajlm-1725	2	69	and	and	CCONJ
ajlm-1725	2	70	prevention	prevention	NOUN
ajlm-1725	2	71	,	,	PUNCT
ajlm-1725	2	72	pretoria	pretoria	PROPN
ajlm-1725	2	73	,	,	PUNCT
ajlm-1725	2	74	south	south	PROPN
ajlm-1725	2	75	africa	africa	PROPN
ajlm-1725	2	76	leigh	leigh	PROPN
ajlm-1725	2	77	berrie	berrie	PROPN
ajlm-1725	2	78	centers	center	NOUN
ajlm-1725	2	79	for	for	ADP
ajlm-1725	2	80	disease	disease	NOUN
ajlm-1725	2	81	control	control	NOUN
ajlm-1725	2	82	and	and	CCONJ
ajlm-1725	2	83	prevention	prevention	NOUN
ajlm-1725	2	84	,	,	PUNCT
ajlm-1725	2	85	pretoria	pretoria	PROPN
ajlm-1725	2	86	,	,	PUNCT
ajlm-1725	2	87	south	south	PROPN
ajlm-1725	2	88	africa	africa	PROPN
ajlm-1725	2	89	dorman	dorman	PROPN
ajlm-1725	2	90	chimhamhiwa	chimhamhiwa	PROPN
ajlm-1725	2	91	right	right	ADV
ajlm-1725	2	92	to	to	PART
ajlm-1725	2	93	care	care	VERB
ajlm-1725	2	94	,	,	PUNCT
ajlm-1725	2	95	johannesburg	johannesburg	PROPN
ajlm-1725	2	96	,	,	PUNCT
ajlm-1725	2	97	south	south	PROPN
ajlm-1725	2	98	africa	africa	PROPN
ajlm-1725	2	99	wendy	wendy	PROPN
ajlm-1725	2	100	stevens	stevens	PROPN
ajlm-1725	2	101	department	department	PROPN
ajlm-1725	2	102	of	of	ADP
ajlm-1725	2	103	molecular	molecular	ADJ
ajlm-1725	2	104	medicine	medicine	NOUN
ajlm-1725	2	105	and	and	CCONJ
ajlm-1725	2	106	haematology	haematology	NOUN
ajlm-1725	2	107	,	,	PUNCT
ajlm-1725	2	108	faculty	faculty	NOUN
ajlm-1725	2	109	of	of	ADP
ajlm-1725	2	110	health	health	NOUN
ajlm-1725	2	111	sciences	sciences	PROPN
ajlm-1725	2	112	,	,	PUNCT
ajlm-1725	2	113	university	university	NOUN
ajlm-1725	2	114	of	of	ADP
ajlm-1725	2	115	the	the	DET
ajlm-1725	2	116	witwatersrand	witwatersrand	NOUN
ajlm-1725	2	117	,	,	PUNCT
ajlm-1725	2	118	johannesburg	johannesburg	PROPN
ajlm-1725	2	119	,	,	PUNCT
ajlm-1725	2	120	south	south	PROPN
ajlm-1725	2	121	africa	africa	PROPN
ajlm-1725	2	122	national	national	PROPN
ajlm-1725	2	123	health	health	PROPN
ajlm-1725	2	124	laboratory	laboratory	PROPN
ajlm-1725	2	125	service	service	PROPN
ajlm-1725	2	126	,	,	PUNCT
ajlm-1725	2	127	johannesburg	johannesburg	PROPN
ajlm-1725	2	128	,	,	PUNCT
ajlm-1725	2	129	south	south	PROPN
ajlm-1725	2	130	africa	africa	PROPN
ajlm-1725	2	131	brooke	brooke	PROPN
ajlm-1725	2	132	nichols	nichols	PROPN
ajlm-1725	2	133	health	health	PROPN
ajlm-1725	2	134	economics	economics	PROPN
ajlm-1725	2	135	and	and	CCONJ
ajlm-1725	2	136	epidemiology	epidemiology	NOUN
ajlm-1725	2	137	research	research	NOUN
ajlm-1725	2	138	office	office	NOUN
ajlm-1725	2	139	,	,	PUNCT
ajlm-1725	2	140	department	department	NOUN
ajlm-1725	2	141	of	of	ADP
ajlm-1725	2	142	internal	internal	ADJ
ajlm-1725	2	143	medicine	medicine	NOUN
ajlm-1725	2	144	,	,	PUNCT
ajlm-1725	2	145	school	school	NOUN
ajlm-1725	2	146	of	of	ADP
ajlm-1725	2	147	clinical	clinical	ADJ
ajlm-1725	2	148	medicine	medicine	NOUN
ajlm-1725	2	149	,	,	PUNCT
ajlm-1725	2	150	faculty	faculty	NOUN
ajlm-1725	2	151	of	of	ADP
ajlm-1725	2	152	health	health	NOUN
ajlm-1725	2	153	sciences	sciences	PROPN
ajlm-1725	2	154	,	,	PUNCT
ajlm-1725	2	155	university	university	NOUN
ajlm-1725	2	156	of	of	ADP
ajlm-1725	2	157	the	the	DET
ajlm-1725	2	158	witwatersrand	witwatersrand	NOUN
ajlm-1725	2	159	,	,	PUNCT
ajlm-1725	2	160	johannesburg	johannesburg	PROPN
ajlm-1725	2	161	,	,	PUNCT
ajlm-1725	2	162	south	south	PROPN
ajlm-1725	2	163	africa	africa	PROPN
ajlm-1725	2	164	department	department	PROPN
ajlm-1725	2	165	of	of	ADP
ajlm-1725	2	166	medical	medical	ADJ
ajlm-1725	2	167	microbiology	microbiology	NOUN
ajlm-1725	2	168	,	,	PUNCT
ajlm-1725	2	169	amsterdam	amsterdam	PROPN
ajlm-1725	2	170	university	university	PROPN
ajlm-1725	2	171	medical	medical	ADJ
ajlm-1725	2	172	center	center	NOUN
ajlm-1725	2	173	,	,	PUNCT
ajlm-1725	2	174	amsterdam	amsterdam	PROPN
ajlm-1725	2	175	,	,	PUNCT
ajlm-1725	2	176	the	the	DET
ajlm-1725	2	177	netherlands	netherlands	PROPN
ajlm-1725	2	178	department	department	PROPN
ajlm-1725	2	179	of	of	ADP
ajlm-1725	2	180	global	global	ADJ
ajlm-1725	2	181	health	health	PROPN
ajlm-1725	2	182	and	and	CCONJ
ajlm-1725	2	183	development	development	NOUN
ajlm-1725	2	184	,	,	PUNCT
ajlm-1725	2	185	school	school	NOUN
ajlm-1725	2	186	of	of	ADP
ajlm-1725	2	187	public	public	ADJ
ajlm-1725	2	188	health	health	NOUN
ajlm-1725	2	189	,	,	PUNCT
ajlm-1725	2	190	boston	boston	PROPN
ajlm-1725	2	191	university	university	PROPN
ajlm-1725	2	192	,	,	PUNCT
ajlm-1725	2	193	boston	boston	PROPN
ajlm-1725	2	194	,	,	PUNCT
ajlm-1725	2	195	massachusetts	massachusetts	PROPN
ajlm-1725	2	196	,	,	PUNCT
ajlm-1725	2	197	united	united	PROPN
ajlm-1725	2	198	states	states	PROPN
ajlm-1725	2	199	citation	citation	PROPN
ajlm-1725	2	200	girdwood	girdwood	PROPN
ajlm-1725	2	201	sj	sj	PROPN
ajlm-1725	2	202	,	,	PUNCT
ajlm-1725	2	203	crompton	crompton	PROPN
ajlm-1725	2	204	t	t	PROPN
ajlm-1725	2	205	,	,	PUNCT
ajlm-1725	2	206	cassim	cassim	NOUN
ajlm-1725	2	207	n	n	CCONJ
ajlm-1725	2	208	,	,	PUNCT
ajlm-1725	2	209	et	et	PROPN
ajlm-1725	2	210	al	al	PROPN
ajlm-1725	2	211	.	.	PUNCT
ajlm-1725	3	1	optimising	optimise	VERB
ajlm-1725	3	2	courier	courier	NOUN
ajlm-1725	3	3	specimen	speciman	NOUN
ajlm-1725	3	4	collection	collection	NOUN
ajlm-1725	3	5	time	time	NOUN
ajlm-1725	3	6	improves	improve	VERB
ajlm-1725	3	7	patient	patient	ADJ
ajlm-1725	3	8	access	access	NOUN
ajlm-1725	3	9	to	to	ADP
ajlm-1725	3	10	hiv	hiv	PROPN
ajlm-1725	3	11	viral	viral	ADJ
ajlm-1725	3	12	load	load	NOUN
ajlm-1725	3	13	testing	testing	NOUN
ajlm-1725	3	14	in	in	ADP
ajlm-1725	3	15	south	south	PROPN
ajlm-1725	3	16	africa	africa	PROPN
ajlm-1725	3	17	.	.	PUNCT
ajlm-1725	4	1	afr	afr	PROPN
ajlm-1725	4	2	j	j	PROPN
ajlm-1725	4	3	lab	lab	PROPN
ajlm-1725	4	4	med	med	PROPN
ajlm-1725	4	5	.	.	PUNCT
ajlm-1725	5	1	2022;11(1	2022;11(1	NUM
ajlm-1725	5	2	)	)	PUNCT
ajlm-1725	5	3	,	,	PUNCT
ajlm-1725	5	4	a1725	a1725	PROPN
ajlm-1725	5	5	.	.	PUNCT
ajlm-1725	5	6	https://doi.org/10.4102/ajlm.v11i1.1725	https://doi.org/10.4102/ajlm.v11i1.1725	DET
ajlm-1725	5	7	note	note	NOUN
ajlm-1725	5	8	:	:	PUNCT
ajlm-1725	5	9	additional	additional	ADJ
ajlm-1725	5	10	supporting	support	VERB
ajlm-1725	5	11	information	information	NOUN
ajlm-1725	5	12	may	may	AUX
ajlm-1725	5	13	be	be	AUX
ajlm-1725	5	14	found	find	VERB
ajlm-1725	5	15	in	in	ADP
ajlm-1725	5	16	the	the	DET
ajlm-1725	5	17	online	online	ADJ
ajlm-1725	5	18	version	version	NOUN
ajlm-1725	5	19	of	of	ADP
ajlm-1725	5	20	this	this	DET
ajlm-1725	5	21	article	article	NOUN
ajlm-1725	5	22	as	as	SCONJ
ajlm-1725	5	23	online	online	ADJ
ajlm-1725	5	24	supplementary	supplementary	ADJ
ajlm-1725	5	25	document	document	NOUN
ajlm-1725	5	26	1	1	NUM
ajlm-1725	5	27	original	original	ADJ
ajlm-1725	5	28	research	research	NOUN
ajlm-1725	5	29	optimising	optimise	VERB
ajlm-1725	5	30	courier	courier	NOUN
ajlm-1725	5	31	specimen	speciman	NOUN
ajlm-1725	5	32	collection	collection	NOUN
ajlm-1725	5	33	time	time	NOUN
ajlm-1725	5	34	improves	improve	VERB
ajlm-1725	5	35	patient	patient	ADJ
ajlm-1725	5	36	access	access	NOUN
ajlm-1725	5	37	to	to	ADP
ajlm-1725	5	38	hiv	hiv	PROPN
ajlm-1725	5	39	viral	viral	ADJ
ajlm-1725	5	40	load	load	NOUN
ajlm-1725	5	41	testing	testing	NOUN
ajlm-1725	5	42	in	in	ADP
ajlm-1725	5	43	south	south	PROPN
ajlm-1725	5	44	africa	africa	PROPN
ajlm-1725	5	45	sarah	sarah	PROPN
ajlm-1725	5	46	j.	j.	PROPN
ajlm-1725	5	47	girdwood	girdwood	PROPN
ajlm-1725	5	48	,	,	PUNCT
ajlm-1725	5	49	thomas	thomas	PROPN
ajlm-1725	5	50	crompton	crompton	PROPN
ajlm-1725	5	51	,	,	PUNCT
ajlm-1725	5	52	naseem	naseem	PROPN
ajlm-1725	5	53	cassim	cassim	PROPN
ajlm-1725	5	54	,	,	PUNCT
ajlm-1725	5	55	floyd	floyd	PROPN
ajlm-1725	5	56	olsen	olsen	PROPN
ajlm-1725	5	57	,	,	PUNCT
ajlm-1725	5	58	portia	portia	PROPN
ajlm-1725	5	59	sejake	sejake	PROPN
ajlm-1725	5	60	,	,	PUNCT
ajlm-1725	5	61	karidia	karidia	PROPN
ajlm-1725	5	62	diallo	diallo	PROPN
ajlm-1725	5	63	,	,	PUNCT
ajlm-1725	5	64	leigh	leigh	PROPN
ajlm-1725	5	65	berrie	berrie	PROPN
ajlm-1725	5	66	,	,	PUNCT
ajlm-1725	5	67	dorman	dorman	PROPN
ajlm-1725	5	68	chimhamhiwa	chimhamhiwa	PROPN
ajlm-1725	5	69	,	,	PUNCT
ajlm-1725	5	70	wendy	wendy	PROPN
ajlm-1725	5	71	stevens	stevens	PROPN
ajlm-1725	5	72	,	,	PUNCT
ajlm-1725	5	73	brooke	brooke	PROPN
ajlm-1725	5	74	nichols	nichols	PROPN
ajlm-1725	5	75	received	receive	VERB
ajlm-1725	5	76	:	:	PUNCT
ajlm-1725	5	77	02	02	NUM
ajlm-1725	5	78	sept	sept	PROPN
ajlm-1725	5	79	.	.	PROPN
ajlm-1725	5	80	2021	2021	NUM
ajlm-1725	5	81	;	;	PUNCT
ajlm-1725	5	82	accepted	accept	VERB
ajlm-1725	5	83	:	:	PUNCT
ajlm-1725	5	84	24	24	NUM
ajlm-1725	5	85	may	may	PROPN
ajlm-1725	5	86	2022	2022	NUM
ajlm-1725	5	87	;	;	PUNCT
ajlm-1725	5	88	published	publish	VERB
ajlm-1725	5	89	:	:	PUNCT
ajlm-1725	5	90	25	25	NUM
ajlm-1725	5	91	oct	oct	PROPN
ajlm-1725	5	92	.	.	PROPN
ajlm-1725	6	1	2022	2022	NUM
ajlm-1725	6	2	copyright	copyright	NOUN
ajlm-1725	6	3	:	:	PUNCT
ajlm-1725	6	4	©	©	PROPN
ajlm-1725	6	5	2022	2022	NUM
ajlm-1725	6	6	.	.	PUNCT
ajlm-1725	7	1	the	the	DET
ajlm-1725	7	2	author(s	author(s	PROPN
ajlm-1725	7	3	)	)	PUNCT
ajlm-1725	7	4	.	.	PUNCT
ajlm-1725	8	1	licensee	licensee	NOUN
ajlm-1725	8	2	:	:	PUNCT
ajlm-1725	8	3	aosis	aosis	NOUN
ajlm-1725	8	4	.	.	PUNCT
ajlm-1725	9	1	this	this	PRON
ajlm-1725	9	2	is	be	AUX
ajlm-1725	9	3	an	an	DET
ajlm-1725	9	4	open	open	ADJ
ajlm-1725	9	5	access	access	NOUN
ajlm-1725	9	6	article	article	NOUN
ajlm-1725	9	7	distributed	distribute	VERB
ajlm-1725	9	8	under	under	ADP
ajlm-1725	9	9	the	the	DET
ajlm-1725	9	10	terms	term	NOUN
ajlm-1725	9	11	of	of	ADP
ajlm-1725	9	12	the	the	DET
ajlm-1725	9	13	creative	creative	ADJ
ajlm-1725	9	14	commons	common	NOUN
ajlm-1725	9	15	attribution	attribution	NOUN
ajlm-1725	9	16	license	license	NOUN
ajlm-1725	9	17	,	,	PUNCT
ajlm-1725	9	18	which	which	PRON
ajlm-1725	9	19	permits	permit	VERB
ajlm-1725	9	20	unrestricted	unrestricted	ADJ
ajlm-1725	9	21	use	use	NOUN
ajlm-1725	9	22	,	,	PUNCT
ajlm-1725	9	23	distribution	distribution	NOUN
ajlm-1725	9	24	,	,	PUNCT
ajlm-1725	9	25	and	and	CCONJ
ajlm-1725	9	26	reproduction	reproduction	NOUN
ajlm-1725	9	27	in	in	ADP
ajlm-1725	9	28	any	any	DET
ajlm-1725	9	29	medium	medium	NOUN
ajlm-1725	9	30	,	,	PUNCT
ajlm-1725	9	31	provided	provide	VERB
ajlm-1725	9	32	the	the	DET
ajlm-1725	9	33	original	original	ADJ
ajlm-1725	9	34	work	work	NOUN
ajlm-1725	9	35	is	be	AUX
ajlm-1725	9	36	properly	properly	ADV
ajlm-1725	9	37	cited	cite	VERB
ajlm-1725	9	38	.	.	PUNCT
ajlm-1725	10	1	abstract	abstract	ADJ
ajlm-1725	10	2	background	background	NOUN
ajlm-1725	10	3	:	:	PUNCT
ajlm-1725	10	4	south	south	PROPN
ajlm-1725	10	5	africa	africa	PROPN
ajlm-1725	10	6	uses	use	VERB
ajlm-1725	10	7	a	a	DET
ajlm-1725	10	8	courier	courier	NOUN
ajlm-1725	10	9	network	network	NOUN
ajlm-1725	10	10	for	for	ADP
ajlm-1725	10	11	transporting	transport	VERB
ajlm-1725	10	12	specimens	specimen	NOUN
ajlm-1725	10	13	to	to	ADP
ajlm-1725	10	14	public	public	ADJ
ajlm-1725	10	15	laboratories	laboratory	NOUN
ajlm-1725	10	16	.	.	PUNCT
ajlm-1725	11	1	after	after	ADP
ajlm-1725	11	2	the	the	DET
ajlm-1725	11	3	daily	daily	ADJ
ajlm-1725	11	4	collection	collection	NOUN
ajlm-1725	11	5	of	of	ADP
ajlm-1725	11	6	specimens	specimen	NOUN
ajlm-1725	11	7	from	from	ADP
ajlm-1725	11	8	the	the	DET
ajlm-1725	11	9	facility	facility	NOUN
ajlm-1725	11	10	by	by	ADP
ajlm-1725	11	11	the	the	DET
ajlm-1725	11	12	courier	courier	NOUN
ajlm-1725	11	13	,	,	PUNCT
ajlm-1725	11	14	patients	patient	NOUN
ajlm-1725	11	15	not	not	PART
ajlm-1725	11	16	yet	yet	ADV
ajlm-1725	11	17	attended	attend	VERB
ajlm-1725	11	18	to	to	PART
ajlm-1725	11	19	are	are	VERB
ajlm-1725	11	20	unlikely	unlikely	ADJ
ajlm-1725	11	21	to	to	PART
ajlm-1725	11	22	receive	receive	VERB
ajlm-1725	11	23	same	same	ADJ
ajlm-1725	11	24	-	-	PUNCT
ajlm-1725	11	25	day	day	NOUN
ajlm-1725	11	26	blood	blood	NOUN
ajlm-1725	11	27	draws	draw	VERB
ajlm-1725	11	28	,	,	PUNCT
ajlm-1725	11	29	potentially	potentially	ADV
ajlm-1725	11	30	inhibiting	inhibit	VERB
ajlm-1725	11	31	access	access	NOUN
ajlm-1725	11	32	to	to	ADP
ajlm-1725	11	33	viral	viral	ADJ
ajlm-1725	11	34	load	load	NOUN
ajlm-1725	11	35	(	(	PUNCT
ajlm-1725	11	36	vl	vl	NOUN
ajlm-1725	11	37	)	)	PUNCT
ajlm-1725	11	38	testing	testing	NOUN
ajlm-1725	11	39	for	for	ADP
ajlm-1725	11	40	hiv	hiv	PROPN
ajlm-1725	11	41	patients	patient	NOUN
ajlm-1725	11	42	.	.	PUNCT
ajlm-1725	12	1	objective	objective	NOUN
ajlm-1725	12	2	:	:	PUNCT
ajlm-1725	13	1	we	we	PRON
ajlm-1725	13	2	aimed	aim	VERB
ajlm-1725	13	3	to	to	PART
ajlm-1725	13	4	design	design	VERB
ajlm-1725	13	5	an	an	DET
ajlm-1725	13	6	optimised	optimise	VERB
ajlm-1725	13	7	courier	courier	NOUN
ajlm-1725	13	8	network	network	NOUN
ajlm-1725	13	9	and	and	CCONJ
ajlm-1725	13	10	assess	assess	VERB
ajlm-1725	13	11	whether	whether	SCONJ
ajlm-1725	13	12	this	this	PRON
ajlm-1725	13	13	improves	improve	VERB
ajlm-1725	13	14	vl	vl	ADJ
ajlm-1725	13	15	testing	testing	NOUN
ajlm-1725	13	16	access	access	NOUN
ajlm-1725	13	17	.	.	PUNCT
ajlm-1725	14	1	methods	method	NOUN
ajlm-1725	14	2	:	:	PUNCT
ajlm-1725	14	3	we	we	PRON
ajlm-1725	14	4	optimised	optimise	VERB
ajlm-1725	14	5	the	the	DET
ajlm-1725	14	6	specimen	speciman	NOUN
ajlm-1725	14	7	transport	transport	NOUN
ajlm-1725	14	8	network	network	NOUN
ajlm-1725	14	9	in	in	ADP
ajlm-1725	14	10	south	south	PROPN
ajlm-1725	14	11	africa	africa	PROPN
ajlm-1725	14	12	for	for	ADP
ajlm-1725	14	13	4046	4046	NUM
ajlm-1725	14	14	facilities	facility	NOUN
ajlm-1725	14	15	(	(	PUNCT
ajlm-1725	14	16	november	november	PROPN
ajlm-1725	14	17	2019	2019	NUM
ajlm-1725	14	18	)	)	PUNCT
ajlm-1725	14	19	.	.	PUNCT
ajlm-1725	15	1	for	for	ADP
ajlm-1725	15	2	facilities	facility	NOUN
ajlm-1725	15	3	with	with	ADP
ajlm-1725	15	4	current	current	ADJ
ajlm-1725	15	5	specimen	speciman	NOUN
ajlm-1725	15	6	transport	transport	PROPN
ajlm-1725	15	7	times	time	NOUN
ajlm-1725	15	8	(	(	PUNCT
ajlm-1725	15	9	n	n	NOUN
ajlm-1725	15	10	=	=	SYM
ajlm-1725	15	11	356	356	NUM
ajlm-1725	15	12	)	)	PUNCT
ajlm-1725	15	13	,	,	PUNCT
ajlm-1725	15	14	we	we	PRON
ajlm-1725	15	15	assessed	assess	VERB
ajlm-1725	15	16	the	the	DET
ajlm-1725	15	17	relationship	relationship	NOUN
ajlm-1725	15	18	between	between	ADP
ajlm-1725	15	19	specimen	speciman	NOUN
ajlm-1725	15	20	transport	transport	VERB
ajlm-1725	15	21	time	time	NOUN
ajlm-1725	15	22	and	and	CCONJ
ajlm-1725	15	23	vl	vl	NOUN
ajlm-1725	15	24	testing	testing	NOUN
ajlm-1725	15	25	access	access	NOUN
ajlm-1725	15	26	(	(	PUNCT
ajlm-1725	15	27	number	number	NOUN
ajlm-1725	15	28	of	of	ADP
ajlm-1725	15	29	annual	annual	ADJ
ajlm-1725	15	30	vl	vl	NOUN
ajlm-1725	15	31	tests	test	NOUN
ajlm-1725	15	32	per	per	ADP
ajlm-1725	15	33	antiretroviral	antiretroviral	ADJ
ajlm-1725	15	34	treatment	treatment	NOUN
ajlm-1725	15	35	patient	patient	NOUN
ajlm-1725	15	36	)	)	PUNCT
ajlm-1725	15	37	using	use	VERB
ajlm-1725	15	38	regression	regression	NOUN
ajlm-1725	15	39	analysis	analysis	NOUN
ajlm-1725	15	40	.	.	PUNCT
ajlm-1725	16	1	we	we	PRON
ajlm-1725	16	2	compared	compare	VERB
ajlm-1725	16	3	our	our	PRON
ajlm-1725	16	4	optimised	optimise	VERB
ajlm-1725	16	5	transport	transport	NOUN
ajlm-1725	16	6	times	time	NOUN
ajlm-1725	16	7	with	with	ADP
ajlm-1725	16	8	courier	courier	NOUN
ajlm-1725	16	9	collection	collection	NOUN
ajlm-1725	16	10	times	time	NOUN
ajlm-1725	16	11	to	to	PART
ajlm-1725	16	12	determine	determine	VERB
ajlm-1725	16	13	the	the	DET
ajlm-1725	16	14	change	change	NOUN
ajlm-1725	16	15	in	in	ADP
ajlm-1725	16	16	access	access	NOUN
ajlm-1725	16	17	to	to	ADP
ajlm-1725	16	18	same	same	ADJ
ajlm-1725	16	19	-	-	PUNCT
ajlm-1725	16	20	day	day	NOUN
ajlm-1725	16	21	blood	blood	NOUN
ajlm-1725	16	22	draws	draw	VERB
ajlm-1725	16	23	.	.	PUNCT
ajlm-1725	17	1	results	result	NOUN
ajlm-1725	17	2	:	:	PUNCT
ajlm-1725	17	3	the	the	DET
ajlm-1725	17	4	number	number	NOUN
ajlm-1725	17	5	of	of	ADP
ajlm-1725	17	6	annual	annual	ADJ
ajlm-1725	17	7	vl	vl	NOUN
ajlm-1725	17	8	tests	test	NOUN
ajlm-1725	17	9	per	per	ADP
ajlm-1725	17	10	antiretroviral	antiretroviral	ADJ
ajlm-1725	17	11	treatment	treatment	NOUN
ajlm-1725	17	12	patient	patient	NOUN
ajlm-1725	17	13	(	(	PUNCT
ajlm-1725	17	14	1.14	1.14	NUM
ajlm-1725	17	15	,	,	PUNCT
ajlm-1725	17	16	standard	standard	ADJ
ajlm-1725	17	17	deviation	deviation	NOUN
ajlm-1725	17	18	:	:	PUNCT
ajlm-1725	17	19	0.02	0.02	NUM
ajlm-1725	17	20	)	)	PUNCT
ajlm-1725	17	21	was	be	AUX
ajlm-1725	17	22	higher	high	ADJ
ajlm-1725	17	23	at	at	ADP
ajlm-1725	17	24	facilities	facility	NOUN
ajlm-1725	17	25	that	that	PRON
ajlm-1725	17	26	had	have	VERB
ajlm-1725	17	27	courier	courier	NOUN
ajlm-1725	17	28	collection	collection	NOUN
ajlm-1725	17	29	after	after	ADP
ajlm-1725	17	30	13:36	13:36	NUM
ajlm-1725	17	31	(	(	PUNCT
ajlm-1725	17	32	the	the	DET
ajlm-1725	17	33	average	average	ADJ
ajlm-1725	17	34	latest	late	ADJ
ajlm-1725	17	35	collection	collection	NOUN
ajlm-1725	17	36	time	time	NOUN
ajlm-1725	17	37	)	)	PUNCT
ajlm-1725	17	38	than	than	ADP
ajlm-1725	17	39	those	those	PRON
ajlm-1725	17	40	that	that	PRON
ajlm-1725	17	41	had	have	VERB
ajlm-1725	17	42	their	their	PRON
ajlm-1725	17	43	last	last	ADJ
ajlm-1725	17	44	collection	collection	NOUN
ajlm-1725	17	45	before	before	ADP
ajlm-1725	17	46	13:36	13:36	NUM
ajlm-1725	17	47	(	(	PUNCT
ajlm-1725	17	48	1.06	1.06	NUM
ajlm-1725	17	49	,	,	PUNCT
ajlm-1725	17	50	standard	standard	ADJ
ajlm-1725	17	51	deviation	deviation	NOUN
ajlm-1725	17	52	:	:	PUNCT
ajlm-1725	17	53	0.03	0.03	NUM
ajlm-1725	17	54	)	)	PUNCT
ajlm-1725	17	55	,	,	PUNCT
ajlm-1725	17	56	even	even	ADV
ajlm-1725	17	57	when	when	SCONJ
ajlm-1725	17	58	adjusted	adjust	VERB
ajlm-1725	17	59	for	for	ADP
ajlm-1725	17	60	facility	facility	NOUN
ajlm-1725	17	61	size	size	NOUN
ajlm-1725	17	62	.	.	PUNCT
ajlm-1725	18	1	through	through	ADP
ajlm-1725	18	2	network	network	NOUN
ajlm-1725	18	3	optimisation	optimisation	NOUN
ajlm-1725	18	4	,	,	PUNCT
ajlm-1725	18	5	the	the	DET
ajlm-1725	18	6	average	average	ADJ
ajlm-1725	18	7	time	time	NOUN
ajlm-1725	18	8	for	for	ADP
ajlm-1725	18	9	specimen	speciman	NOUN
ajlm-1725	18	10	transport	transport	NOUN
ajlm-1725	18	11	was	be	AUX
ajlm-1725	18	12	delayed	delay	VERB
ajlm-1725	18	13	to	to	ADP
ajlm-1725	18	14	14:35	14:35	NUM
ajlm-1725	18	15	,	,	PUNCT
ajlm-1725	18	16	resulting	result	VERB
ajlm-1725	18	17	in	in	ADP
ajlm-1725	18	18	a	a	DET
ajlm-1725	18	19	6	6	NUM
ajlm-1725	18	20	%	%	NOUN
ajlm-1725	18	21	–	–	PUNCT
ajlm-1725	18	22	13	13	NUM
ajlm-1725	18	23	%	%	NOUN
ajlm-1725	18	24	increase	increase	NOUN
ajlm-1725	18	25	in	in	ADP
ajlm-1725	18	26	patient	patient	ADJ
ajlm-1725	18	27	access	access	NOUN
ajlm-1725	18	28	to	to	ADP
ajlm-1725	18	29	blood	blood	NOUN
ajlm-1725	18	30	draws	draw	NOUN
ajlm-1725	18	31	.	.	PUNCT
ajlm-1725	19	1	conclusion	conclusion	NOUN
ajlm-1725	19	2	:	:	PUNCT
ajlm-1725	19	3	viral	viral	ADJ
ajlm-1725	19	4	load	load	NOUN
ajlm-1725	19	5	testing	testing	NOUN
ajlm-1725	19	6	access	access	NOUN
ajlm-1725	19	7	depends	depend	VERB
ajlm-1725	19	8	on	on	ADP
ajlm-1725	19	9	the	the	DET
ajlm-1725	19	10	time	time	NOUN
ajlm-1725	19	11	of	of	ADP
ajlm-1725	19	12	courier	courier	NOUN
ajlm-1725	19	13	collection	collection	NOUN
ajlm-1725	19	14	at	at	ADP
ajlm-1725	19	15	healthcare	healthcare	PROPN
ajlm-1725	19	16	facilities	facility	NOUN
ajlm-1725	19	17	.	.	PUNCT
ajlm-1725	20	1	simple	simple	ADJ
ajlm-1725	20	2	solutions	solution	NOUN
ajlm-1725	20	3	are	be	AUX
ajlm-1725	20	4	frequently	frequently	ADV
ajlm-1725	20	5	overlooked	overlook	VERB
ajlm-1725	20	6	in	in	ADP
ajlm-1725	20	7	the	the	DET
ajlm-1725	20	8	quest	quest	NOUN
ajlm-1725	20	9	to	to	PART
ajlm-1725	20	10	improve	improve	VERB
ajlm-1725	20	11	healthcare	healthcare	NOUN
ajlm-1725	20	12	.	.	PUNCT
ajlm-1725	21	1	we	we	PRON
ajlm-1725	21	2	demonstrate	demonstrate	VERB
ajlm-1725	21	3	how	how	SCONJ
ajlm-1725	21	4	simply	simply	ADV
ajlm-1725	21	5	changing	change	VERB
ajlm-1725	21	6	specimen	speciman	NOUN
ajlm-1725	21	7	transportation	transportation	NOUN
ajlm-1725	21	8	timing	timing	NOUN
ajlm-1725	21	9	could	could	AUX
ajlm-1725	21	10	markedly	markedly	ADV
ajlm-1725	21	11	improve	improve	VERB
ajlm-1725	21	12	access	access	NOUN
ajlm-1725	21	13	to	to	ADP
ajlm-1725	21	14	vl	vl	PROPN
ajlm-1725	21	15	testing	testing	NOUN
ajlm-1725	21	16	.	.	PUNCT
ajlm-1725	22	1	keywords	keyword	NOUN
ajlm-1725	22	2	:	:	PUNCT
ajlm-1725	22	3	hiv	hiv	PROPN
ajlm-1725	22	4	viral	viral	ADJ
ajlm-1725	22	5	load	load	NOUN
ajlm-1725	22	6	;	;	PUNCT
ajlm-1725	22	7	scale	scale	NOUN
ajlm-1725	22	8	-	-	PUNCT
ajlm-1725	22	9	up	up	NOUN
ajlm-1725	22	10	;	;	PUNCT
ajlm-1725	22	11	patient	patient	ADJ
ajlm-1725	22	12	access	access	NOUN
ajlm-1725	22	13	;	;	PUNCT
ajlm-1725	22	14	south	south	PROPN
ajlm-1725	22	15	africa	africa	PROPN
ajlm-1725	22	16	;	;	PUNCT
ajlm-1725	22	17	specimen	speciman	NOUN
ajlm-1725	22	18	transport	transport	VERB
ajlm-1725	22	19	.	.	PUNCT
ajlm-1725	23	1	introduction	introduction	NOUN
ajlm-1725	23	2	the	the	DET
ajlm-1725	23	3	national	national	PROPN
ajlm-1725	23	4	health	health	PROPN
ajlm-1725	23	5	laboratory	laboratory	PROPN
ajlm-1725	23	6	service	service	NOUN
ajlm-1725	23	7	(	(	PUNCT
ajlm-1725	23	8	nhls	nhls	PROPN
ajlm-1725	23	9	)	)	PUNCT
ajlm-1725	23	10	is	be	AUX
ajlm-1725	23	11	the	the	DET
ajlm-1725	23	12	largest	large	ADJ
ajlm-1725	23	13	diagnostic	diagnostic	ADJ
ajlm-1725	23	14	pathology	pathology	NOUN
ajlm-1725	23	15	service	service	NOUN
ajlm-1725	23	16	provider	provider	NOUN
ajlm-1725	23	17	in	in	ADP
ajlm-1725	23	18	south	south	PROPN
ajlm-1725	23	19	africa	africa	PROPN
ajlm-1725	23	20	,	,	PUNCT
ajlm-1725	23	21	providing	provide	VERB
ajlm-1725	23	22	laboratory	laboratory	NOUN
ajlm-1725	23	23	and	and	CCONJ
ajlm-1725	23	24	related	relate	VERB
ajlm-1725	23	25	public	public	ADJ
ajlm-1725	23	26	health	health	NOUN
ajlm-1725	23	27	services	service	NOUN
ajlm-1725	23	28	to	to	ADP
ajlm-1725	23	29	over	over	ADP
ajlm-1725	23	30	80	80	NUM
ajlm-1725	23	31	%	%	NOUN
ajlm-1725	23	32	of	of	ADP
ajlm-1725	23	33	the	the	DET
ajlm-1725	23	34	population.1	population.1	NOUN
ajlm-1725	23	35	through	through	ADP
ajlm-1725	23	36	a	a	DET
ajlm-1725	23	37	national	national	ADJ
ajlm-1725	23	38	network	network	NOUN
ajlm-1725	23	39	of	of	ADP
ajlm-1725	23	40	laboratories	laboratory	NOUN
ajlm-1725	23	41	,	,	PUNCT
ajlm-1725	23	42	the	the	DET
ajlm-1725	23	43	nhls	nhls	NOUN
ajlm-1725	23	44	is	be	AUX
ajlm-1725	23	45	responsible	responsible	ADJ
ajlm-1725	23	46	for	for	ADP
ajlm-1725	23	47	supporting	support	VERB
ajlm-1725	23	48	the	the	DET
ajlm-1725	23	49	national	national	ADJ
ajlm-1725	23	50	and	and	CCONJ
ajlm-1725	23	51	provincial	provincial	ADJ
ajlm-1725	23	52	health	health	NOUN
ajlm-1725	23	53	departments	department	NOUN
ajlm-1725	23	54	in	in	ADP
ajlm-1725	23	55	the	the	DET
ajlm-1725	23	56	delivery	delivery	NOUN
ajlm-1725	23	57	of	of	ADP
ajlm-1725	23	58	healthcare	healthcare	NOUN
ajlm-1725	23	59	and	and	CCONJ
ajlm-1725	23	60	manages	manage	VERB
ajlm-1725	23	61	a	a	DET
ajlm-1725	23	62	courier	courier	NOUN
ajlm-1725	23	63	network	network	NOUN
ajlm-1725	23	64	for	for	ADP
ajlm-1725	23	65	transporting	transport	VERB
ajlm-1725	23	66	specimens	specimen	NOUN
ajlm-1725	23	67	from	from	ADP
ajlm-1725	23	68	healthcare	healthcare	PROPN
ajlm-1725	23	69	facilities	facility	NOUN
ajlm-1725	23	70	to	to	ADP
ajlm-1725	23	71	centralised	centralised	ADJ
ajlm-1725	23	72	testing	testing	NOUN
ajlm-1725	23	73	laboratories	laboratory	NOUN
ajlm-1725	23	74	.	.	PUNCT
ajlm-1725	24	1	couriers	courier	NOUN
ajlm-1725	24	2	collect	collect	VERB
ajlm-1725	24	3	specimens	specimen	NOUN
ajlm-1725	24	4	from	from	ADP
ajlm-1725	24	5	all	all	DET
ajlm-1725	24	6	health	health	NOUN
ajlm-1725	24	7	facilities	facility	NOUN
ajlm-1725	24	8	at	at	ADP
ajlm-1725	24	9	least	least	ADJ
ajlm-1725	24	10	once	once	ADV
ajlm-1725	24	11	per	per	ADP
ajlm-1725	24	12	day	day	NOUN
ajlm-1725	24	13	and	and	CCONJ
ajlm-1725	24	14	more	more	ADV
ajlm-1725	24	15	frequently	frequently	ADV
ajlm-1725	24	16	at	at	ADP
ajlm-1725	24	17	high	high	ADJ
ajlm-1725	24	18	-	-	PUNCT
ajlm-1725	24	19	volume	volume	NOUN
ajlm-1725	24	20	facilities	facility	NOUN
ajlm-1725	24	21	.	.	PUNCT
ajlm-1725	25	1	however	however	ADV
ajlm-1725	25	2	,	,	PUNCT
ajlm-1725	25	3	anecdotal	anecdotal	ADJ
ajlm-1725	25	4	evidence	evidence	NOUN
ajlm-1725	25	5	suggests	suggest	VERB
ajlm-1725	25	6	that	that	SCONJ
ajlm-1725	25	7	after	after	SCONJ
ajlm-1725	25	8	specimens	specimen	NOUN
ajlm-1725	25	9	have	have	AUX
ajlm-1725	25	10	been	be	AUX
ajlm-1725	25	11	collected	collect	VERB
ajlm-1725	25	12	by	by	ADP
ajlm-1725	25	13	the	the	DET
ajlm-1725	25	14	courier	courier	NOUN
ajlm-1725	25	15	from	from	ADP
ajlm-1725	25	16	primary	primary	ADJ
ajlm-1725	25	17	healthcare	healthcare	NOUN
ajlm-1725	25	18	(	(	PUNCT
ajlm-1725	25	19	phc	phc	PROPN
ajlm-1725	25	20	)	)	PUNCT
ajlm-1725	25	21	facilities	facility	NOUN
ajlm-1725	25	22	for	for	ADP
ajlm-1725	25	23	the	the	DET
ajlm-1725	25	24	day	day	NOUN
ajlm-1725	25	25	,	,	PUNCT
ajlm-1725	25	26	patients	patient	NOUN
ajlm-1725	25	27	that	that	PRON
ajlm-1725	25	28	are	be	AUX
ajlm-1725	25	29	still	still	ADV
ajlm-1725	25	30	in	in	ADP
ajlm-1725	25	31	the	the	DET
ajlm-1725	25	32	queue	queue	NOUN
ajlm-1725	25	33	are	be	AUX
ajlm-1725	25	34	unlikely	unlikely	ADJ
ajlm-1725	25	35	to	to	PART
ajlm-1725	25	36	have	have	VERB
ajlm-1725	25	37	their	their	PRON
ajlm-1725	25	38	blood	blood	NOUN
ajlm-1725	25	39	drawn	draw	VERB
ajlm-1725	25	40	that	that	DET
ajlm-1725	25	41	day	day	NOUN
ajlm-1725	25	42	,	,	PUNCT
ajlm-1725	25	43	potentially	potentially	ADV
ajlm-1725	25	44	inhibiting	inhibit	VERB
ajlm-1725	25	45	access	access	NOUN
ajlm-1725	25	46	to	to	ADP
ajlm-1725	25	47	essential	essential	ADJ
ajlm-1725	25	48	diagnostics	diagnostic	NOUN
ajlm-1725	25	49	.	.	PUNCT
ajlm-1725	26	1	in	in	ADP
ajlm-1725	26	2	the	the	DET
ajlm-1725	26	3	case	case	NOUN
ajlm-1725	26	4	of	of	ADP
ajlm-1725	26	5	hiv	hiv	PROPN
ajlm-1725	26	6	patients	patient	NOUN
ajlm-1725	26	7	specifically	specifically	ADV
ajlm-1725	26	8	,	,	PUNCT
ajlm-1725	26	9	if	if	SCONJ
ajlm-1725	26	10	the	the	DET
ajlm-1725	26	11	patient	patient	NOUN
ajlm-1725	26	12	is	be	AUX
ajlm-1725	26	13	unable	unable	ADJ
ajlm-1725	26	14	to	to	PART
ajlm-1725	26	15	return	return	VERB
ajlm-1725	26	16	the	the	DET
ajlm-1725	26	17	following	following	ADJ
ajlm-1725	26	18	day	day	NOUN
ajlm-1725	26	19	,	,	PUNCT
ajlm-1725	26	20	viral	viral	ADJ
ajlm-1725	26	21	load	load	NOUN
ajlm-1725	26	22	(	(	PUNCT
ajlm-1725	26	23	vl	vl	NOUN
ajlm-1725	26	24	)	)	PUNCT
ajlm-1725	26	25	testing	testing	NOUN
ajlm-1725	26	26	could	could	AUX
ajlm-1725	26	27	be	be	AUX
ajlm-1725	26	28	delayed	delay	VERB
ajlm-1725	26	29	until	until	ADP
ajlm-1725	26	30	the	the	DET
ajlm-1725	26	31	next	next	ADJ
ajlm-1725	26	32	clinical	clinical	ADJ
ajlm-1725	26	33	visit	visit	NOUN
ajlm-1725	26	34	or	or	CCONJ
ajlm-1725	26	35	when	when	SCONJ
ajlm-1725	26	36	the	the	DET
ajlm-1725	26	37	patient	patient	NOUN
ajlm-1725	26	38	is	be	AUX
ajlm-1725	26	39	required	require	VERB
ajlm-1725	26	40	to	to	PART
ajlm-1725	26	41	collect	collect	VERB
ajlm-1725	26	42	their	their	PRON
ajlm-1725	26	43	next	next	ADJ
ajlm-1725	26	44	antiretroviral	antiretroviral	ADJ
ajlm-1725	26	45	treatment	treatment	NOUN
ajlm-1725	26	46	(	(	PUNCT
ajlm-1725	26	47	art	art	NOUN
ajlm-1725	26	48	)	)	PUNCT
ajlm-1725	26	49	medication	medication	NOUN
ajlm-1725	26	50	–	–	PUNCT
ajlm-1725	26	51	potentially	potentially	ADV
ajlm-1725	26	52	2–6	2–6	NUM
ajlm-1725	26	53	months	month	NOUN
ajlm-1725	26	54	later	later	ADV
ajlm-1725	26	55	–	–	PUNCT
ajlm-1725	26	56	due	due	ADP
ajlm-1725	26	57	to	to	ADP
ajlm-1725	26	58	inadequate	inadequate	ADJ
ajlm-1725	26	59	cold	cold	ADJ
ajlm-1725	26	60	-	-	PUNCT
ajlm-1725	26	61	storage	storage	NOUN
ajlm-1725	26	62	facilities	facility	NOUN
ajlm-1725	26	63	at	at	ADP
ajlm-1725	26	64	phc	phc	PROPN
ajlm-1725	26	65	facilities	facility	NOUN
ajlm-1725	26	66	for	for	ADP
ajlm-1725	26	67	blood	blood	NOUN
ajlm-1725	26	68	samples	sample	NOUN
ajlm-1725	26	69	.	.	PUNCT
ajlm-1725	27	1	viral	viral	ADJ
ajlm-1725	27	2	load	load	NOUN
ajlm-1725	27	3	testing	testing	NOUN
ajlm-1725	27	4	is	be	AUX
ajlm-1725	27	5	the	the	DET
ajlm-1725	27	6	recommended	recommend	VERB
ajlm-1725	27	7	method	method	NOUN
ajlm-1725	27	8	for	for	ADP
ajlm-1725	27	9	monitoring	monitor	VERB
ajlm-1725	27	10	hiv	hiv	PROPN
ajlm-1725	27	11	patients	patient	NOUN
ajlm-1725	27	12	on	on	ADP
ajlm-1725	27	13	art	art	NOUN
ajlm-1725	27	14	.	.	PUNCT
ajlm-1725	28	1	south	south	PROPN
ajlm-1725	28	2	africa	africa	PROPN
ajlm-1725	28	3	,	,	PUNCT
ajlm-1725	28	4	through	through	ADP
ajlm-1725	28	5	the	the	DET
ajlm-1725	28	6	nhls	nhls	NOUN
ajlm-1725	28	7	,	,	PUNCT
ajlm-1725	28	8	currently	currently	ADV
ajlm-1725	28	9	operates	operate	VERB
ajlm-1725	28	10	a	a	DET
ajlm-1725	28	11	highly	highly	ADV
ajlm-1725	28	12	centralised	centralised	ADJ
ajlm-1725	28	13	national	national	ADJ
ajlm-1725	28	14	network	network	NOUN
ajlm-1725	28	15	that	that	PRON
ajlm-1725	28	16	conducted	conduct	VERB
ajlm-1725	28	17	more	more	ADJ
ajlm-1725	28	18	than	than	ADP
ajlm-1725	28	19	five	five	NUM
ajlm-1725	28	20	million	million	NUM
ajlm-1725	28	21	vl	vl	NOUN
ajlm-1725	28	22	tests	test	NOUN
ajlm-1725	28	23	at	at	ADP
ajlm-1725	28	24	16	16	NUM
ajlm-1725	28	25	laboratories	laboratory	NOUN
ajlm-1725	28	26	in	in	ADP
ajlm-1725	28	27	2018.2	2018.2	NUM
ajlm-1725	28	28	despite	despite	SCONJ
ajlm-1725	28	29	this	this	PRON
ajlm-1725	28	30	,	,	PUNCT
ajlm-1725	28	31	currently	currently	ADV
ajlm-1725	28	32	,	,	PUNCT
ajlm-1725	28	33	16	16	NUM
ajlm-1725	28	34	%	%	NOUN
ajlm-1725	28	35	–	–	PUNCT
ajlm-1725	28	36	31	31	NUM
ajlm-1725	28	37	%	%	NOUN
ajlm-1725	28	38	of	of	ADP
ajlm-1725	28	39	hiv	hiv	PROPN
ajlm-1725	28	40	-	-	PUNCT
ajlm-1725	28	41	positive	positive	ADJ
ajlm-1725	28	42	south	south	ADJ
ajlm-1725	28	43	africans	africans	PROPN
ajlm-1725	28	44	have	have	AUX
ajlm-1725	28	45	not	not	PART
ajlm-1725	28	46	had	have	VERB
ajlm-1725	28	47	a	a	DET
ajlm-1725	28	48	vl	vl	NOUN
ajlm-1725	28	49	test	test	NOUN
ajlm-1725	28	50	done	do	VERB
ajlm-1725	28	51	within	within	ADP
ajlm-1725	28	52	the	the	DET
ajlm-1725	28	53	guideline	guideline	NOUN
ajlm-1725	28	54	-	-	PUNCT
ajlm-1725	28	55	recommended	recommend	VERB
ajlm-1725	28	56	window	window	NOUN
ajlm-1725	28	57	(	(	PUNCT
ajlm-1725	28	58	six	six	NUM
ajlm-1725	28	59	months	month	NOUN
ajlm-1725	28	60	after	after	ADP
ajlm-1725	28	61	art	art	NOUN
ajlm-1725	28	62	initiation	initiation	NOUN
ajlm-1725	28	63	and	and	CCONJ
ajlm-1725	28	64	at	at	ADP
ajlm-1725	28	65	12	12	NUM
ajlm-1725	28	66	-	-	PUNCT
ajlm-1725	28	67	month	month	NOUN
ajlm-1725	28	68	intervals	interval	NOUN
ajlm-1725	28	69	thereafter).3,4	thereafter).3,4	PART
ajlm-1725	28	70	patients	patient	NOUN
ajlm-1725	28	71	with	with	ADP
ajlm-1725	28	72	unsuppressed	unsuppressed	ADJ
ajlm-1725	28	73	vl	vl	NOUN
ajlm-1725	28	74	for	for	ADP
ajlm-1725	28	75	extended	extended	ADJ
ajlm-1725	28	76	periods	period	NOUN
ajlm-1725	28	77	without	without	ADP
ajlm-1725	28	78	clinical	clinical	ADJ
ajlm-1725	28	79	action	action	NOUN
ajlm-1725	28	80	are	be	AUX
ajlm-1725	28	81	at	at	ADP
ajlm-1725	28	82	risk	risk	NOUN
ajlm-1725	28	83	of	of	ADP
ajlm-1725	28	84	increased	increase	VERB
ajlm-1725	28	85	morbidity	morbidity	NOUN
ajlm-1725	28	86	,	,	PUNCT
ajlm-1725	28	87	mortality	mortality	NOUN
ajlm-1725	28	88	,	,	PUNCT
ajlm-1725	28	89	and/or	and/or	CCONJ
ajlm-1725	28	90	onward	onward	ADJ
ajlm-1725	28	91	transmission	transmission	NOUN
ajlm-1725	28	92	of	of	ADP
ajlm-1725	28	93	hiv.5	hiv.5	PROPN
ajlm-1725	28	94	improving	improve	VERB
ajlm-1725	28	95	access	access	NOUN
ajlm-1725	28	96	to	to	ADP
ajlm-1725	28	97	vl	vl	PROPN
ajlm-1725	28	98	testing	testing	NOUN
ajlm-1725	28	99	would	would	AUX
ajlm-1725	28	100	not	not	PART
ajlm-1725	28	101	only	only	ADV
ajlm-1725	28	102	enhance	enhance	VERB
ajlm-1725	28	103	patient	patient	NOUN
ajlm-1725	28	104	-	-	PUNCT
ajlm-1725	28	105	centred	centre	VERB
ajlm-1725	28	106	care	care	NOUN
ajlm-1725	28	107	but	but	CCONJ
ajlm-1725	28	108	could	could	AUX
ajlm-1725	28	109	result	result	VERB
ajlm-1725	28	110	in	in	ADP
ajlm-1725	28	111	higher	high	ADJ
ajlm-1725	28	112	levels	level	NOUN
ajlm-1725	28	113	of	of	ADP
ajlm-1725	28	114	viral	viral	ADJ
ajlm-1725	28	115	suppression.6	suppression.6	NOUN
ajlm-1725	28	116	we	we	PRON
ajlm-1725	28	117	aimed	aim	VERB
ajlm-1725	28	118	to	to	PART
ajlm-1725	28	119	design	design	VERB
ajlm-1725	28	120	an	an	DET
ajlm-1725	28	121	optimised	optimise	VERB
ajlm-1725	28	122	courier	courier	NOUN
ajlm-1725	28	123	network	network	NOUN
ajlm-1725	28	124	that	that	PRON
ajlm-1725	28	125	could	could	AUX
ajlm-1725	28	126	provide	provide	VERB
ajlm-1725	28	127	expanded	expand	VERB
ajlm-1725	28	128	service	service	NOUN
ajlm-1725	28	129	access	access	NOUN
ajlm-1725	28	130	to	to	ADP
ajlm-1725	28	131	all	all	DET
ajlm-1725	28	132	diagnostics	diagnostic	NOUN
ajlm-1725	28	133	available	available	ADJ
ajlm-1725	28	134	at	at	ADP
ajlm-1725	28	135	phc	phc	PROPN
ajlm-1725	28	136	facilities	facility	NOUN
ajlm-1725	28	137	within	within	ADP
ajlm-1725	28	138	the	the	DET
ajlm-1725	28	139	costs	cost	NOUN
ajlm-1725	28	140	of	of	ADP
ajlm-1725	28	141	the	the	DET
ajlm-1725	28	142	current	current	ADJ
ajlm-1725	28	143	system	system	NOUN
ajlm-1725	28	144	.	.	PUNCT
ajlm-1725	29	1	we	we	PRON
ajlm-1725	29	2	then	then	ADV
ajlm-1725	29	3	aimed	aim	VERB
ajlm-1725	29	4	to	to	PART
ajlm-1725	29	5	assess	assess	VERB
ajlm-1725	29	6	the	the	DET
ajlm-1725	29	7	impact	impact	NOUN
ajlm-1725	29	8	of	of	ADP
ajlm-1725	29	9	the	the	DET
ajlm-1725	29	10	optimised	optimise	VERB
ajlm-1725	29	11	courier	courier	NOUN
ajlm-1725	29	12	network	network	NOUN
ajlm-1725	29	13	on	on	ADP
ajlm-1725	29	14	vl	vl	NOUN
ajlm-1725	29	15	testing	testing	NOUN
ajlm-1725	29	16	access	access	NOUN
ajlm-1725	29	17	.	.	PUNCT
ajlm-1725	30	1	methods	method	NOUN
ajlm-1725	30	2	ethical	ethical	ADJ
ajlm-1725	30	3	considerations	consideration	NOUN
ajlm-1725	30	4	this	this	DET
ajlm-1725	30	5	project	project	NOUN
ajlm-1725	30	6	was	be	AUX
ajlm-1725	30	7	approved	approve	VERB
ajlm-1725	30	8	by	by	ADP
ajlm-1725	30	9	the	the	DET
ajlm-1725	30	10	university	university	NOUN
ajlm-1725	30	11	of	of	ADP
ajlm-1725	30	12	the	the	DET
ajlm-1725	30	13	witwatersrand	witwatersrand	NOUN
ajlm-1725	30	14	human	human	PROPN
ajlm-1725	30	15	research	research	PROPN
ajlm-1725	30	16	ethics	ethic	NOUN
ajlm-1725	30	17	committee	committee	PROPN
ajlm-1725	30	18	(	(	PUNCT
ajlm-1725	30	19	medical	medical	ADJ
ajlm-1725	30	20	)	)	PUNCT
ajlm-1725	30	21	(	(	PUNCT
ajlm-1725	30	22	hrec	hrec	NOUN
ajlm-1725	30	23	)	)	PUNCT
ajlm-1725	30	24	as	as	ADP
ajlm-1725	30	25	an	an	DET
ajlm-1725	30	26	additional	additional	ADJ
ajlm-1725	30	27	project	project	NOUN
ajlm-1725	30	28	within	within	ADP
ajlm-1725	30	29	the	the	DET
ajlm-1725	30	30	integrated	integrate	VERB
ajlm-1725	30	31	laboratory	laboratory	NOUN
ajlm-1725	30	32	data	datum	NOUN
ajlm-1725	30	33	analysis	analysis	NOUN
ajlm-1725	30	34	for	for	ADP
ajlm-1725	30	35	care	care	NOUN
ajlm-1725	30	36	programme	programme	NOUN
ajlm-1725	30	37	(	(	PUNCT
ajlm-1725	30	38	study	study	NOUN
ajlm-1725	30	39	approval	approval	NOUN
ajlm-1725	30	40	number	number	NOUN
ajlm-1725	30	41	:	:	PUNCT
ajlm-1725	30	42	hrec	hrec	PROPN
ajlm-1725	30	43	m160978	m160978	NUM
ajlm-1725	30	44	)	)	PUNCT
ajlm-1725	30	45	.	.	PUNCT
ajlm-1725	31	1	additional	additional	ADJ
ajlm-1725	31	2	ethics	ethic	NOUN
ajlm-1725	31	3	approval	approval	NOUN
ajlm-1725	31	4	was	be	AUX
ajlm-1725	31	5	received	receive	VERB
ajlm-1725	31	6	from	from	ADP
ajlm-1725	31	7	the	the	DET
ajlm-1725	31	8	center	center	NOUN
ajlm-1725	31	9	for	for	ADP
ajlm-1725	31	10	global	global	ADJ
ajlm-1725	31	11	health	health	NOUN
ajlm-1725	31	12	,	,	PUNCT
ajlm-1725	31	13	united	united	PROPN
ajlm-1725	31	14	states	states	PROPN
ajlm-1725	31	15	centers	center	NOUN
ajlm-1725	31	16	for	for	ADP
ajlm-1725	31	17	disease	disease	NOUN
ajlm-1725	31	18	control	control	NOUN
ajlm-1725	31	19	and	and	CCONJ
ajlm-1725	31	20	prevention	prevention	NOUN
ajlm-1725	31	21	in	in	ADP
ajlm-1725	31	22	atlanta	atlanta	PROPN
ajlm-1725	31	23	(	(	PUNCT
ajlm-1725	31	24	study	study	VERB
ajlm-1725	31	25	approval	approval	NOUN
ajlm-1725	31	26	number	number	NOUN
ajlm-1725	31	27	:	:	PUNCT
ajlm-1725	31	28	cgh	cgh	PROPN
ajlm-1725	31	29	2019	2019	NUM
ajlm-1725	31	30	-	-	SYM
ajlm-1725	31	31	224	224	NUM
ajlm-1725	31	32	)	)	PUNCT
ajlm-1725	31	33	.	.	PUNCT
ajlm-1725	32	1	as	as	SCONJ
ajlm-1725	32	2	this	this	DET
ajlm-1725	32	3	study	study	NOUN
ajlm-1725	32	4	involved	involve	VERB
ajlm-1725	32	5	the	the	DET
ajlm-1725	32	6	retrospective	retrospective	ADJ
ajlm-1725	32	7	analyses	analysis	NOUN
ajlm-1725	32	8	of	of	ADP
ajlm-1725	32	9	de	de	NOUN
ajlm-1725	32	10	-	-	VERB
ajlm-1725	32	11	identified	identified	ADJ
ajlm-1725	32	12	,	,	PUNCT
ajlm-1725	32	13	aggregated	aggregate	VERB
ajlm-1725	32	14	data	datum	NOUN
ajlm-1725	32	15	collected	collect	VERB
ajlm-1725	32	16	as	as	ADP
ajlm-1725	32	17	part	part	NOUN
ajlm-1725	32	18	of	of	ADP
ajlm-1725	32	19	routine	routine	ADJ
ajlm-1725	32	20	care	care	NOUN
ajlm-1725	32	21	,	,	PUNCT
ajlm-1725	32	22	no	no	DET
ajlm-1725	32	23	patient	patient	ADJ
ajlm-1725	32	24	consent	consent	NOUN
ajlm-1725	32	25	was	be	AUX
ajlm-1725	32	26	sought	seek	VERB
ajlm-1725	32	27	.	.	PUNCT
ajlm-1725	33	1	although	although	SCONJ
ajlm-1725	33	2	sensitive	sensitive	ADJ
ajlm-1725	33	3	information	information	NOUN
ajlm-1725	33	4	was	be	AUX
ajlm-1725	33	5	not	not	PART
ajlm-1725	33	6	collected	collect	VERB
ajlm-1725	33	7	,	,	PUNCT
ajlm-1725	33	8	all	all	DET
ajlm-1725	33	9	data	datum	NOUN
ajlm-1725	33	10	extracted	extract	VERB
ajlm-1725	33	11	from	from	ADP
ajlm-1725	33	12	the	the	DET
ajlm-1725	33	13	nhls	nhls	NOUN
ajlm-1725	33	14	were	be	AUX
ajlm-1725	33	15	anonymised	anonymise	VERB
ajlm-1725	33	16	,	,	PUNCT
ajlm-1725	33	17	aggregated	aggregate	VERB
ajlm-1725	33	18	by	by	ADP
ajlm-1725	33	19	facility	facility	NOUN
ajlm-1725	33	20	,	,	PUNCT
ajlm-1725	33	21	and	and	CCONJ
ajlm-1725	33	22	transferred	transfer	VERB
ajlm-1725	33	23	to	to	ADP
ajlm-1725	33	24	a	a	DET
ajlm-1725	33	25	secure	secure	ADJ
ajlm-1725	33	26	server	server	NOUN
ajlm-1725	33	27	.	.	PUNCT
ajlm-1725	34	1	patients	patient	NOUN
ajlm-1725	34	2	or	or	CCONJ
ajlm-1725	34	3	the	the	DET
ajlm-1725	34	4	public	public	NOUN
ajlm-1725	34	5	were	be	AUX
ajlm-1725	34	6	not	not	PART
ajlm-1725	34	7	involved	involve	VERB
ajlm-1725	34	8	in	in	ADP
ajlm-1725	34	9	the	the	DET
ajlm-1725	34	10	design	design	NOUN
ajlm-1725	34	11	,	,	PUNCT
ajlm-1725	34	12	conduct	conduct	NOUN
ajlm-1725	34	13	,	,	PUNCT
ajlm-1725	34	14	reporting	reporting	NOUN
ajlm-1725	34	15	,	,	PUNCT
ajlm-1725	34	16	or	or	CCONJ
ajlm-1725	34	17	dissemination	dissemination	NOUN
ajlm-1725	34	18	plans	plan	NOUN
ajlm-1725	34	19	of	of	ADP
ajlm-1725	34	20	this	this	DET
ajlm-1725	34	21	research	research	NOUN
ajlm-1725	34	22	.	.	PUNCT
ajlm-1725	35	1	study	study	NOUN
ajlm-1725	35	2	design	design	NOUN
ajlm-1725	35	3	we	we	PRON
ajlm-1725	35	4	extended	extend	VERB
ajlm-1725	35	5	a	a	DET
ajlm-1725	35	6	previously	previously	ADV
ajlm-1725	35	7	described	describe	VERB
ajlm-1725	35	8	geospatial	geospatial	ADJ
ajlm-1725	35	9	cost	cost	NOUN
ajlm-1725	35	10	model	model	NOUN
ajlm-1725	35	11	to	to	PART
ajlm-1725	35	12	optimise	optimise	VERB
ajlm-1725	35	13	the	the	DET
ajlm-1725	35	14	specimen	speciman	NOUN
ajlm-1725	35	15	transport	transport	NOUN
ajlm-1725	35	16	network	network	NOUN
ajlm-1725	35	17	in	in	ADP
ajlm-1725	35	18	south	south	ADJ
ajlm-1725	35	19	africa.7	africa.7	PROPN
ajlm-1725	35	20	courier	courier	NOUN
ajlm-1725	35	21	routing	routing	NOUN
ajlm-1725	35	22	was	be	AUX
ajlm-1725	35	23	optimised	optimise	VERB
ajlm-1725	35	24	for	for	ADP
ajlm-1725	35	25	4046	4046	NUM
ajlm-1725	35	26	public	public	ADJ
ajlm-1725	35	27	facilities	facility	NOUN
ajlm-1725	35	28	in	in	ADP
ajlm-1725	35	29	south	south	PROPN
ajlm-1725	35	30	africa	africa	PROPN
ajlm-1725	35	31	to	to	PART
ajlm-1725	35	32	improve	improve	VERB
ajlm-1725	35	33	turnaround	turnaround	NOUN
ajlm-1725	35	34	times	time	NOUN
ajlm-1725	35	35	of	of	ADP
ajlm-1725	35	36	specimen	speciman	NOUN
ajlm-1725	35	37	transport	transport	VERB
ajlm-1725	35	38	from	from	ADP
ajlm-1725	35	39	the	the	DET
ajlm-1725	35	40	health	health	NOUN
ajlm-1725	35	41	facility	facility	NOUN
ajlm-1725	35	42	to	to	ADP
ajlm-1725	35	43	the	the	DET
ajlm-1725	35	44	laboratory	laboratory	NOUN
ajlm-1725	35	45	.	.	PUNCT
ajlm-1725	36	1	using	use	VERB
ajlm-1725	36	2	data	datum	NOUN
ajlm-1725	36	3	for	for	ADP
ajlm-1725	36	4	a	a	DET
ajlm-1725	36	5	sample	sample	NOUN
ajlm-1725	36	6	of	of	ADP
ajlm-1725	36	7	phc	phc	PROPN
ajlm-1725	36	8	facilities	facility	NOUN
ajlm-1725	36	9	for	for	ADP
ajlm-1725	36	10	which	which	PRON
ajlm-1725	36	11	we	we	PRON
ajlm-1725	36	12	had	have	VERB
ajlm-1725	36	13	current	current	ADJ
ajlm-1725	36	14	sample	sample	NOUN
ajlm-1725	36	15	transportation	transportation	NOUN
ajlm-1725	36	16	times	time	NOUN
ajlm-1725	36	17	(	(	PUNCT
ajlm-1725	36	18	n	n	NOUN
ajlm-1725	36	19	=	=	SYM
ajlm-1725	36	20	356	356	NUM
ajlm-1725	36	21	)	)	PUNCT
ajlm-1725	36	22	,	,	PUNCT
ajlm-1725	36	23	we	we	PRON
ajlm-1725	36	24	then	then	ADV
ajlm-1725	36	25	used	use	VERB
ajlm-1725	36	26	regression	regression	NOUN
ajlm-1725	36	27	analysis	analysis	NOUN
ajlm-1725	36	28	to	to	PART
ajlm-1725	36	29	assess	assess	VERB
ajlm-1725	36	30	the	the	DET
ajlm-1725	36	31	relationship	relationship	NOUN
ajlm-1725	36	32	between	between	ADP
ajlm-1725	36	33	current	current	ADJ
ajlm-1725	36	34	specimen	speciman	NOUN
ajlm-1725	36	35	transport	transport	VERB
ajlm-1725	36	36	time	time	NOUN
ajlm-1725	36	37	and	and	CCONJ
ajlm-1725	36	38	vl	vl	NOUN
ajlm-1725	36	39	testing	testing	NOUN
ajlm-1725	36	40	access	access	NOUN
ajlm-1725	36	41	.	.	PUNCT
ajlm-1725	37	1	finally	finally	ADV
ajlm-1725	37	2	,	,	PUNCT
ajlm-1725	37	3	we	we	PRON
ajlm-1725	37	4	compared	compare	VERB
ajlm-1725	37	5	our	our	PRON
ajlm-1725	37	6	specimen	speciman	NOUN
ajlm-1725	37	7	transport	transport	VERB
ajlm-1725	37	8	times	time	NOUN
ajlm-1725	37	9	from	from	ADP
ajlm-1725	37	10	the	the	DET
ajlm-1725	37	11	optimised	optimise	VERB
ajlm-1725	37	12	model	model	NOUN
ajlm-1725	37	13	with	with	ADP
ajlm-1725	37	14	current	current	ADJ
ajlm-1725	37	15	courier	courier	NOUN
ajlm-1725	37	16	collection	collection	NOUN
ajlm-1725	37	17	times	time	NOUN
ajlm-1725	37	18	for	for	ADP
ajlm-1725	37	19	the	the	DET
ajlm-1725	37	20	subset	subset	NOUN
ajlm-1725	37	21	of	of	ADP
ajlm-1725	37	22	facilities	facility	NOUN
ajlm-1725	37	23	(	(	PUNCT
ajlm-1725	37	24	n	n	NOUN
ajlm-1725	37	25	=	=	SYM
ajlm-1725	37	26	356	356	NUM
ajlm-1725	37	27	)	)	PUNCT
ajlm-1725	37	28	to	to	PART
ajlm-1725	37	29	determine	determine	VERB
ajlm-1725	37	30	the	the	DET
ajlm-1725	37	31	percentage	percentage	NOUN
ajlm-1725	37	32	change	change	NOUN
ajlm-1725	37	33	in	in	ADP
ajlm-1725	37	34	access	access	NOUN
ajlm-1725	37	35	to	to	ADP
ajlm-1725	37	36	same	same	ADJ
ajlm-1725	37	37	-	-	PUNCT
ajlm-1725	37	38	day	day	NOUN
ajlm-1725	37	39	blood	blood	NOUN
ajlm-1725	37	40	draws	draw	VERB
ajlm-1725	37	41	.	.	PUNCT
ajlm-1725	38	1	network	network	NOUN
ajlm-1725	38	2	optimisation	optimisation	NOUN
ajlm-1725	38	3	for	for	ADP
ajlm-1725	38	4	healthcare	healthcare	NOUN
ajlm-1725	38	5	facilities	facility	NOUN
ajlm-1725	38	6	data	datum	NOUN
ajlm-1725	38	7	from	from	ADP
ajlm-1725	38	8	all	all	DET
ajlm-1725	38	9	public	public	ADJ
ajlm-1725	38	10	sector	sector	NOUN
ajlm-1725	38	11	healthcare	healthcare	NOUN
ajlm-1725	38	12	facilities	facility	NOUN
ajlm-1725	38	13	were	be	AUX
ajlm-1725	38	14	extracted	extract	VERB
ajlm-1725	38	15	from	from	ADP
ajlm-1725	38	16	nhls	nhls	PROPN
ajlm-1725	38	17	’s	’s	PART
ajlm-1725	38	18	corporate	corporate	ADJ
ajlm-1725	38	19	data	datum	NOUN
ajlm-1725	38	20	warehouse	warehouse	NOUN
ajlm-1725	38	21	for	for	ADP
ajlm-1725	38	22	a	a	DET
ajlm-1725	38	23	12	12	NUM
ajlm-1725	38	24	-	-	PUNCT
ajlm-1725	38	25	month	month	NOUN
ajlm-1725	38	26	period	period	NOUN
ajlm-1725	38	27	(	(	PUNCT
ajlm-1725	38	28	january	january	PROPN
ajlm-1725	38	29	2018	2018	NUM
ajlm-1725	38	30	to	to	ADP
ajlm-1725	38	31	december	december	PROPN
ajlm-1725	38	32	2018	2018	NUM
ajlm-1725	38	33	)	)	PUNCT
ajlm-1725	38	34	and	and	CCONJ
ajlm-1725	38	35	used	use	VERB
ajlm-1725	38	36	in	in	ADP
ajlm-1725	38	37	the	the	DET
ajlm-1725	38	38	model	model	NOUN
ajlm-1725	38	39	.	.	PUNCT
ajlm-1725	39	1	extracted	extract	VERB
ajlm-1725	39	2	data	datum	NOUN
ajlm-1725	39	3	included	include	VERB
ajlm-1725	39	4	the	the	DET
ajlm-1725	39	5	number	number	NOUN
ajlm-1725	39	6	and	and	CCONJ
ajlm-1725	39	7	type	type	NOUN
ajlm-1725	39	8	of	of	ADP
ajlm-1725	39	9	tests	test	NOUN
ajlm-1725	39	10	(	(	PUNCT
ajlm-1725	39	11	e.g.	e.g.	ADV
ajlm-1725	39	12	vl	vl	VERB
ajlm-1725	39	13	)	)	PUNCT
ajlm-1725	39	14	requested	request	VERB
ajlm-1725	39	15	per	per	ADP
ajlm-1725	39	16	site	site	NOUN
ajlm-1725	39	17	,	,	PUNCT
ajlm-1725	39	18	the	the	DET
ajlm-1725	39	19	location	location	NOUN
ajlm-1725	39	20	of	of	ADP
ajlm-1725	39	21	the	the	DET
ajlm-1725	39	22	site	site	NOUN
ajlm-1725	39	23	,	,	PUNCT
ajlm-1725	39	24	and	and	CCONJ
ajlm-1725	39	25	the	the	DET
ajlm-1725	39	26	laboratory	laboratory	NOUN
ajlm-1725	39	27	where	where	SCONJ
ajlm-1725	39	28	specimens	specimen	NOUN
ajlm-1725	39	29	were	be	AUX
ajlm-1725	39	30	sent	send	VERB
ajlm-1725	39	31	to	to	PART
ajlm-1725	39	32	be	be	AUX
ajlm-1725	39	33	tested	test	VERB
ajlm-1725	39	34	.	.	PUNCT
ajlm-1725	40	1	data	datum	NOUN
ajlm-1725	40	2	from	from	ADP
ajlm-1725	40	3	4046	4046	NUM
ajlm-1725	40	4	healthcare	healthcare	NOUN
ajlm-1725	40	5	facilities	facility	NOUN
ajlm-1725	40	6	from	from	ADP
ajlm-1725	40	7	the	the	DET
ajlm-1725	40	8	nhls	nhls	PROPN
ajlm-1725	40	9	corporate	corporate	ADJ
ajlm-1725	40	10	data	datum	NOUN
ajlm-1725	40	11	warehouse	warehouse	NOUN
ajlm-1725	40	12	were	be	AUX
ajlm-1725	40	13	included	include	VERB
ajlm-1725	40	14	in	in	ADP
ajlm-1725	40	15	the	the	DET
ajlm-1725	40	16	optimisation	optimisation	NOUN
ajlm-1725	40	17	.	.	PUNCT
ajlm-1725	41	1	these	these	DET
ajlm-1725	41	2	4046	4046	NUM
ajlm-1725	41	3	facilities	facility	NOUN
ajlm-1725	41	4	accounted	account	VERB
ajlm-1725	41	5	for	for	ADP
ajlm-1725	41	6	98	98	NUM
ajlm-1725	41	7	%	%	NOUN
ajlm-1725	41	8	of	of	ADP
ajlm-1725	41	9	the	the	DET
ajlm-1725	41	10	total	total	ADJ
ajlm-1725	41	11	test	test	NOUN
ajlm-1725	41	12	volumes	volume	NOUN
ajlm-1725	41	13	that	that	PRON
ajlm-1725	41	14	were	be	AUX
ajlm-1725	41	15	couriered	couriere	VERB
ajlm-1725	41	16	during	during	ADP
ajlm-1725	41	17	the	the	DET
ajlm-1725	41	18	study	study	NOUN
ajlm-1725	41	19	period	period	NOUN
ajlm-1725	41	20	.	.	PUNCT
ajlm-1725	42	1	facilities	facility	NOUN
ajlm-1725	42	2	and	and	CCONJ
ajlm-1725	42	3	laboratories	laboratory	NOUN
ajlm-1725	42	4	in	in	ADP
ajlm-1725	42	5	the	the	DET
ajlm-1725	42	6	corporate	corporate	ADJ
ajlm-1725	42	7	data	datum	NOUN
ajlm-1725	42	8	warehouse	warehouse	NOUN
ajlm-1725	42	9	were	be	AUX
ajlm-1725	42	10	matched	match	VERB
ajlm-1725	42	11	to	to	ADP
ajlm-1725	42	12	the	the	DET
ajlm-1725	42	13	district	district	NOUN
ajlm-1725	42	14	health	health	NOUN
ajlm-1725	42	15	information	information	NOUN
ajlm-1725	42	16	system	system	NOUN
ajlm-1725	42	17	so	so	SCONJ
ajlm-1725	42	18	that	that	DET
ajlm-1725	42	19	coordinate	coordinate	NOUN
ajlm-1725	42	20	data	datum	NOUN
ajlm-1725	42	21	from	from	ADP
ajlm-1725	42	22	the	the	DET
ajlm-1725	42	23	district	district	NOUN
ajlm-1725	42	24	health	health	NOUN
ajlm-1725	42	25	information	information	NOUN
ajlm-1725	42	26	system	system	NOUN
ajlm-1725	42	27	could	could	AUX
ajlm-1725	42	28	be	be	AUX
ajlm-1725	42	29	used	use	VERB
ajlm-1725	42	30	to	to	PART
ajlm-1725	42	31	locate	locate	VERB
ajlm-1725	42	32	the	the	DET
ajlm-1725	42	33	facilities	facility	NOUN
ajlm-1725	42	34	and	and	CCONJ
ajlm-1725	42	35	laboratories	laboratory	NOUN
ajlm-1725	42	36	.	.	PUNCT
ajlm-1725	43	1	data	datum	NOUN
ajlm-1725	43	2	quality	quality	NOUN
ajlm-1725	43	3	assessments	assessment	NOUN
ajlm-1725	43	4	were	be	AUX
ajlm-1725	43	5	conducted	conduct	VERB
ajlm-1725	43	6	on	on	ADP
ajlm-1725	43	7	the	the	DET
ajlm-1725	43	8	coordinates	coordinate	NOUN
ajlm-1725	43	9	to	to	PART
ajlm-1725	43	10	ensure	ensure	VERB
ajlm-1725	43	11	accuracy	accuracy	NOUN
ajlm-1725	43	12	,	,	PUNCT
ajlm-1725	43	13	and	and	CCONJ
ajlm-1725	43	14	missing	miss	VERB
ajlm-1725	43	15	coordinate	coordinate	NOUN
ajlm-1725	43	16	data	datum	NOUN
ajlm-1725	43	17	were	be	AUX
ajlm-1725	43	18	sourced	source	VERB
ajlm-1725	43	19	from	from	ADP
ajlm-1725	43	20	internal	internal	ADJ
ajlm-1725	43	21	implementing	implement	VERB
ajlm-1725	43	22	partner	partner	NOUN
ajlm-1725	43	23	sources	source	NOUN
ajlm-1725	43	24	,	,	PUNCT
ajlm-1725	43	25	as	as	ADV
ajlm-1725	43	26	well	well	ADV
ajlm-1725	43	27	as	as	ADP
ajlm-1725	43	28	from	from	ADP
ajlm-1725	43	29	google	google	PROPN
ajlm-1725	43	30	searches	search	NOUN
ajlm-1725	43	31	.	.	PUNCT
ajlm-1725	44	1	the	the	DET
ajlm-1725	44	2	optimised	optimise	VERB
ajlm-1725	44	3	system	system	NOUN
ajlm-1725	44	4	enhanced	enhance	VERB
ajlm-1725	44	5	the	the	DET
ajlm-1725	44	6	functioning	functioning	NOUN
ajlm-1725	44	7	of	of	ADP
ajlm-1725	44	8	the	the	DET
ajlm-1725	44	9	current	current	ADJ
ajlm-1725	44	10	specimen	speciman	NOUN
ajlm-1725	44	11	routing	route	VERB
ajlm-1725	44	12	network	network	NOUN
ajlm-1725	44	13	by	by	ADP
ajlm-1725	44	14	incorporating	incorporate	VERB
ajlm-1725	44	15	factors	factor	NOUN
ajlm-1725	44	16	that	that	PRON
ajlm-1725	44	17	would	would	AUX
ajlm-1725	44	18	improve	improve	VERB
ajlm-1725	44	19	specimen	speciman	NOUN
ajlm-1725	44	20	validity	validity	NOUN
ajlm-1725	44	21	and	and	CCONJ
ajlm-1725	44	22	would	would	AUX
ajlm-1725	44	23	be	be	AUX
ajlm-1725	44	24	better	well	ADV
ajlm-1725	44	25	aligned	align	VERB
ajlm-1725	44	26	with	with	ADP
ajlm-1725	44	27	patient	patient	NOUN
ajlm-1725	44	28	-	-	PUNCT
ajlm-1725	44	29	centred	centre	VERB
ajlm-1725	44	30	care	care	NOUN
ajlm-1725	44	31	(	(	PUNCT
ajlm-1725	44	32	online	online	ADJ
ajlm-1725	44	33	supplementary	supplementary	ADJ
ajlm-1725	44	34	text	text	NOUN
ajlm-1725	44	35	1).7	1).7	NUM
ajlm-1725	44	36	the	the	DET
ajlm-1725	44	37	cost	cost	NOUN
ajlm-1725	44	38	of	of	ADP
ajlm-1725	44	39	the	the	DET
ajlm-1725	44	40	current	current	ADJ
ajlm-1725	44	41	system	system	NOUN
ajlm-1725	44	42	was	be	AUX
ajlm-1725	44	43	calculated	calculate	VERB
ajlm-1725	44	44	using	use	VERB
ajlm-1725	44	45	nhls	nhls	ADJ
ajlm-1725	44	46	expenditure	expenditure	NOUN
ajlm-1725	44	47	on	on	ADP
ajlm-1725	44	48	contracted	contract	VERB
ajlm-1725	44	49	couriers	courier	NOUN
ajlm-1725	44	50	.	.	PUNCT
ajlm-1725	45	1	the	the	DET
ajlm-1725	45	2	contracted	contract	VERB
ajlm-1725	45	3	courier	courier	NOUN
ajlm-1725	45	4	rate	rate	NOUN
ajlm-1725	45	5	per	per	ADP
ajlm-1725	45	6	kilometre	kilometre	NOUN
ajlm-1725	45	7	was	be	AUX
ajlm-1725	45	8	applied	apply	VERB
ajlm-1725	45	9	to	to	ADP
ajlm-1725	45	10	the	the	DET
ajlm-1725	45	11	distance	distance	NOUN
ajlm-1725	45	12	outputted	output	VERB
ajlm-1725	45	13	by	by	ADP
ajlm-1725	45	14	the	the	DET
ajlm-1725	45	15	routing	routing	NOUN
ajlm-1725	45	16	optimisation	optimisation	NOUN
ajlm-1725	45	17	model	model	NOUN
ajlm-1725	45	18	to	to	PART
ajlm-1725	45	19	estimate	estimate	VERB
ajlm-1725	45	20	the	the	DET
ajlm-1725	45	21	cost	cost	NOUN
ajlm-1725	45	22	of	of	ADP
ajlm-1725	45	23	the	the	DET
ajlm-1725	45	24	optimised	optimise	VERB
ajlm-1725	45	25	system	system	NOUN
ajlm-1725	45	26	.	.	PUNCT
ajlm-1725	46	1	the	the	DET
ajlm-1725	46	2	optimisation	optimisation	NOUN
ajlm-1725	46	3	of	of	ADP
ajlm-1725	46	4	the	the	DET
ajlm-1725	46	5	specimen	speciman	NOUN
ajlm-1725	46	6	transport	transport	NOUN
ajlm-1725	46	7	system	system	NOUN
ajlm-1725	46	8	was	be	AUX
ajlm-1725	46	9	conducted	conduct	VERB
ajlm-1725	46	10	using	use	VERB
ajlm-1725	46	11	the	the	DET
ajlm-1725	46	12	arcgis	arcgis	PROPN
ajlm-1725	46	13	pro	pro	ADJ
ajlm-1725	46	14	network	network	NOUN
ajlm-1725	46	15	analyst	analyst	NOUN
ajlm-1725	46	16	tool	tool	NOUN
ajlm-1725	46	17	(	(	PUNCT
ajlm-1725	46	18	environmental	environmental	ADJ
ajlm-1725	46	19	systems	systems	PROPN
ajlm-1725	46	20	research	research	PROPN
ajlm-1725	46	21	institute	institute	PROPN
ajlm-1725	46	22	,	,	PUNCT
ajlm-1725	46	23	redlands	redlands	PROPN
ajlm-1725	46	24	,	,	PUNCT
ajlm-1725	46	25	california	california	PROPN
ajlm-1725	46	26	,	,	PUNCT
ajlm-1725	46	27	united	united	PROPN
ajlm-1725	46	28	states	states	PROPN
ajlm-1725	46	29	)	)	PUNCT
ajlm-1725	46	30	for	for	ADP
ajlm-1725	46	31	vehicle	vehicle	NOUN
ajlm-1725	46	32	routing	routing	NOUN
ajlm-1725	46	33	problems	problem	NOUN
ajlm-1725	46	34	,	,	PUNCT
ajlm-1725	46	35	which	which	PRON
ajlm-1725	46	36	optimises	optimise	VERB
ajlm-1725	46	37	a	a	DET
ajlm-1725	46	38	set	set	NOUN
ajlm-1725	46	39	of	of	ADP
ajlm-1725	46	40	transport	transport	NOUN
ajlm-1725	46	41	routes	route	NOUN
ajlm-1725	46	42	taking	take	VERB
ajlm-1725	46	43	into	into	ADP
ajlm-1725	46	44	account	account	NOUN
ajlm-1725	46	45	the	the	DET
ajlm-1725	46	46	expected	expect	VERB
ajlm-1725	46	47	specimen	speciman	NOUN
ajlm-1725	46	48	volumes	volume	NOUN
ajlm-1725	46	49	,	,	PUNCT
ajlm-1725	46	50	distance	distance	NOUN
ajlm-1725	46	51	from	from	ADP
ajlm-1725	46	52	the	the	DET
ajlm-1725	46	53	laboratory	laboratory	NOUN
ajlm-1725	46	54	to	to	ADP
ajlm-1725	46	55	the	the	DET
ajlm-1725	46	56	facility	facility	NOUN
ajlm-1725	46	57	,	,	PUNCT
ajlm-1725	46	58	drive	drive	NOUN
ajlm-1725	46	59	times	time	NOUN
ajlm-1725	46	60	,	,	PUNCT
ajlm-1725	46	61	and	and	CCONJ
ajlm-1725	46	62	other	other	ADJ
ajlm-1725	46	63	key	key	ADJ
ajlm-1725	46	64	constraints	constraint	NOUN
ajlm-1725	46	65	identified	identify	VERB
ajlm-1725	46	66	by	by	ADP
ajlm-1725	46	67	stakeholders	stakeholder	NOUN
ajlm-1725	46	68	(	(	PUNCT
ajlm-1725	46	69	online	online	ADJ
ajlm-1725	46	70	supplementary	supplementary	ADJ
ajlm-1725	46	71	text	text	NOUN
ajlm-1725	46	72	2).8	2).8	NUM
ajlm-1725	46	73	a	a	DET
ajlm-1725	46	74	2019	2019	NUM
ajlm-1725	46	75	tomtom	tomtom	PROPN
ajlm-1725	46	76	(	(	PUNCT
ajlm-1725	46	77	environmental	environmental	ADJ
ajlm-1725	46	78	systems	systems	PROPN
ajlm-1725	46	79	research	research	PROPN
ajlm-1725	46	80	institute	institute	PROPN
ajlm-1725	46	81	,	,	PUNCT
ajlm-1725	46	82	redlands	redlands	PROPN
ajlm-1725	46	83	,	,	PUNCT
ajlm-1725	46	84	california	california	PROPN
ajlm-1725	46	85	,	,	PUNCT
ajlm-1725	46	86	united	united	PROPN
ajlm-1725	46	87	states	states	PROPN
ajlm-1725	46	88	)	)	PUNCT
ajlm-1725	46	89	routable	routable	PROPN
ajlm-1725	46	90	street	street	NOUN
ajlm-1725	46	91	data	datum	NOUN
ajlm-1725	46	92	set	set	VERB
ajlm-1725	46	93	was	be	AUX
ajlm-1725	46	94	sourced	source	VERB
ajlm-1725	46	95	from	from	ADP
ajlm-1725	46	96	environmental	environmental	ADJ
ajlm-1725	46	97	systems	systems	PROPN
ajlm-1725	46	98	research	research	PROPN
ajlm-1725	46	99	institute	institute	NOUN
ajlm-1725	46	100	for	for	ADP
ajlm-1725	46	101	use	use	NOUN
ajlm-1725	46	102	in	in	ADP
ajlm-1725	46	103	the	the	DET
ajlm-1725	46	104	routing	routing	NOUN
ajlm-1725	46	105	analyses	analysis	NOUN
ajlm-1725	46	106	.	.	PUNCT
ajlm-1725	47	1	relevant	relevant	ADJ
ajlm-1725	47	2	outputs	output	NOUN
ajlm-1725	47	3	from	from	ADP
ajlm-1725	47	4	the	the	DET
ajlm-1725	47	5	optimisation	optimisation	NOUN
ajlm-1725	47	6	included	include	VERB
ajlm-1725	47	7	facility	facility	NOUN
ajlm-1725	47	8	name	name	NOUN
ajlm-1725	47	9	,	,	PUNCT
ajlm-1725	47	10	corresponding	corresponding	ADJ
ajlm-1725	47	11	route	route	NOUN
ajlm-1725	47	12	name	name	NOUN
ajlm-1725	47	13	,	,	PUNCT
ajlm-1725	47	14	time	time	NOUN
ajlm-1725	47	15	of	of	ADP
ajlm-1725	47	16	arrival	arrival	NOUN
ajlm-1725	47	17	at	at	ADP
ajlm-1725	47	18	the	the	DET
ajlm-1725	47	19	facility	facility	NOUN
ajlm-1725	47	20	by	by	ADP
ajlm-1725	47	21	the	the	DET
ajlm-1725	47	22	courier	courier	NOUN
ajlm-1725	47	23	,	,	PUNCT
ajlm-1725	47	24	and	and	CCONJ
ajlm-1725	47	25	the	the	DET
ajlm-1725	47	26	number	number	NOUN
ajlm-1725	47	27	of	of	ADP
ajlm-1725	47	28	vl	vl	NOUN
ajlm-1725	47	29	tests	test	NOUN
ajlm-1725	47	30	requested	request	VERB
ajlm-1725	47	31	by	by	ADP
ajlm-1725	47	32	that	that	DET
ajlm-1725	47	33	phc	phc	PROPN
ajlm-1725	47	34	facility	facility	NOUN
ajlm-1725	47	35	.	.	PUNCT
ajlm-1725	48	1	using	use	VERB
ajlm-1725	48	2	this	this	DET
ajlm-1725	48	3	output	output	NOUN
ajlm-1725	48	4	,	,	PUNCT
ajlm-1725	48	5	it	it	PRON
ajlm-1725	48	6	was	be	AUX
ajlm-1725	48	7	possible	possible	ADJ
ajlm-1725	48	8	to	to	PART
ajlm-1725	48	9	determine	determine	VERB
ajlm-1725	48	10	the	the	DET
ajlm-1725	48	11	average	average	ADJ
ajlm-1725	48	12	latest	late	ADJ
ajlm-1725	48	13	time	time	NOUN
ajlm-1725	48	14	that	that	PRON
ajlm-1725	48	15	a	a	DET
ajlm-1725	48	16	courier	courier	NOUN
ajlm-1725	48	17	would	would	AUX
ajlm-1725	48	18	collect	collect	VERB
ajlm-1725	48	19	specimens	specimen	NOUN
ajlm-1725	48	20	at	at	ADP
ajlm-1725	48	21	a	a	DET
ajlm-1725	48	22	facility	facility	NOUN
ajlm-1725	48	23	per	per	ADP
ajlm-1725	48	24	day	day	NOUN
ajlm-1725	48	25	.	.	PUNCT
ajlm-1725	49	1	change	change	NOUN
ajlm-1725	49	2	in	in	ADP
ajlm-1725	49	3	viral	viral	ADJ
ajlm-1725	49	4	load	load	NOUN
ajlm-1725	49	5	access	access	NOUN
ajlm-1725	49	6	for	for	ADP
ajlm-1725	49	7	a	a	DET
ajlm-1725	49	8	subset	subset	NOUN
ajlm-1725	49	9	of	of	ADP
ajlm-1725	49	10	facilities	facility	NOUN
ajlm-1725	49	11	to	to	PART
ajlm-1725	49	12	assess	assess	VERB
ajlm-1725	49	13	whether	whether	SCONJ
ajlm-1725	49	14	the	the	DET
ajlm-1725	49	15	optimised	optimise	VERB
ajlm-1725	49	16	specimen	speciman	NOUN
ajlm-1725	49	17	transport	transport	NOUN
ajlm-1725	49	18	network	network	NOUN
ajlm-1725	49	19	improved	improve	VERB
ajlm-1725	49	20	vl	vl	NOUN
ajlm-1725	49	21	access	access	NOUN
ajlm-1725	49	22	,	,	PUNCT
ajlm-1725	49	23	we	we	PRON
ajlm-1725	49	24	first	first	ADV
ajlm-1725	49	25	determined	determine	VERB
ajlm-1725	49	26	whether	whether	SCONJ
ajlm-1725	49	27	facilities	facility	NOUN
ajlm-1725	49	28	that	that	PRON
ajlm-1725	49	29	historically	historically	ADV
ajlm-1725	49	30	had	have	VERB
ajlm-1725	49	31	earlier	early	ADJ
ajlm-1725	49	32	courier	courier	NOUN
ajlm-1725	49	33	collection	collection	NOUN
ajlm-1725	49	34	times	time	NOUN
ajlm-1725	49	35	had	have	VERB
ajlm-1725	49	36	lower	low	ADJ
ajlm-1725	49	37	vl	vl	NOUN
ajlm-1725	49	38	test	test	NOUN
ajlm-1725	49	39	volumes	volume	NOUN
ajlm-1725	49	40	compared	compare	VERB
ajlm-1725	49	41	to	to	ADP
ajlm-1725	49	42	facilities	facility	NOUN
ajlm-1725	49	43	with	with	ADP
ajlm-1725	49	44	later	later	ADJ
ajlm-1725	49	45	courier	courier	NOUN
ajlm-1725	49	46	collection	collection	NOUN
ajlm-1725	49	47	times	time	NOUN
ajlm-1725	49	48	.	.	PUNCT
ajlm-1725	50	1	we	we	PRON
ajlm-1725	50	2	then	then	ADV
ajlm-1725	50	3	quantified	quantify	VERB
ajlm-1725	50	4	the	the	DET
ajlm-1725	50	5	additional	additional	ADJ
ajlm-1725	50	6	number	number	NOUN
ajlm-1725	50	7	of	of	ADP
ajlm-1725	50	8	patients	patient	NOUN
ajlm-1725	50	9	that	that	PRON
ajlm-1725	50	10	would	would	AUX
ajlm-1725	50	11	be	be	AUX
ajlm-1725	50	12	expected	expect	VERB
ajlm-1725	50	13	to	to	PART
ajlm-1725	50	14	access	access	VERB
ajlm-1725	50	15	vl	vl	PROPN
ajlm-1725	50	16	testing	testing	NOUN
ajlm-1725	50	17	due	due	ADP
ajlm-1725	50	18	to	to	ADP
ajlm-1725	50	19	the	the	DET
ajlm-1725	50	20	expanded	expand	VERB
ajlm-1725	50	21	access	access	NOUN
ajlm-1725	50	22	brought	bring	VERB
ajlm-1725	50	23	about	about	ADP
ajlm-1725	50	24	by	by	ADP
ajlm-1725	50	25	delayed	delay	VERB
ajlm-1725	50	26	courier	courier	NOUN
ajlm-1725	50	27	specimen	speciman	NOUN
ajlm-1725	50	28	collection	collection	NOUN
ajlm-1725	50	29	times	time	NOUN
ajlm-1725	50	30	.	.	PUNCT
ajlm-1725	51	1	to	to	PART
ajlm-1725	51	2	determine	determine	VERB
ajlm-1725	51	3	the	the	DET
ajlm-1725	51	4	current	current	ADJ
ajlm-1725	51	5	latest	late	ADJ
ajlm-1725	51	6	time	time	NOUN
ajlm-1725	51	7	at	at	ADP
ajlm-1725	51	8	which	which	PRON
ajlm-1725	51	9	a	a	DET
ajlm-1725	51	10	health	health	NOUN
ajlm-1725	51	11	facility	facility	NOUN
ajlm-1725	51	12	is	be	AUX
ajlm-1725	51	13	serviced	service	VERB
ajlm-1725	51	14	by	by	ADP
ajlm-1725	51	15	the	the	DET
ajlm-1725	51	16	courier	courier	NOUN
ajlm-1725	51	17	network	network	NOUN
ajlm-1725	51	18	,	,	PUNCT
ajlm-1725	51	19	we	we	PRON
ajlm-1725	51	20	obtained	obtain	VERB
ajlm-1725	51	21	data	datum	NOUN
ajlm-1725	51	22	on	on	ADP
ajlm-1725	51	23	current	current	ADJ
ajlm-1725	51	24	courier	courier	NOUN
ajlm-1725	51	25	routes	route	NOUN
ajlm-1725	51	26	and	and	CCONJ
ajlm-1725	51	27	the	the	DET
ajlm-1725	51	28	expected	expect	VERB
ajlm-1725	51	29	time	time	NOUN
ajlm-1725	51	30	of	of	ADP
ajlm-1725	51	31	arrival	arrival	NOUN
ajlm-1725	51	32	at	at	ADP
ajlm-1725	51	33	each	each	DET
ajlm-1725	51	34	facility	facility	NOUN
ajlm-1725	51	35	by	by	ADP
ajlm-1725	51	36	the	the	DET
ajlm-1725	51	37	courier	courier	NOUN
ajlm-1725	51	38	.	.	PUNCT
ajlm-1725	52	1	unfortunately	unfortunately	ADV
ajlm-1725	52	2	,	,	PUNCT
ajlm-1725	52	3	arrival	arrival	NOUN
ajlm-1725	52	4	time	time	NOUN
ajlm-1725	52	5	was	be	AUX
ajlm-1725	52	6	not	not	PART
ajlm-1725	52	7	well	well	ADV
ajlm-1725	52	8	documented	document	VERB
ajlm-1725	52	9	and	and	CCONJ
ajlm-1725	52	10	was	be	AUX
ajlm-1725	52	11	only	only	ADV
ajlm-1725	52	12	available	available	ADJ
ajlm-1725	52	13	for	for	ADP
ajlm-1725	52	14	a	a	DET
ajlm-1725	52	15	subset	subset	NOUN
ajlm-1725	52	16	of	of	ADP
ajlm-1725	52	17	facilities	facility	NOUN
ajlm-1725	52	18	in	in	ADP
ajlm-1725	52	19	two	two	NUM
ajlm-1725	52	20	provinces	province	NOUN
ajlm-1725	52	21	,	,	PUNCT
ajlm-1725	52	22	gauteng	gauteng	PROPN
ajlm-1725	52	23	and	and	CCONJ
ajlm-1725	52	24	western	western	ADJ
ajlm-1725	52	25	cape	cape	NOUN
ajlm-1725	52	26	(	(	PUNCT
ajlm-1725	52	27	n	n	NOUN
ajlm-1725	52	28	=	=	SYM
ajlm-1725	52	29	497	497	NUM
ajlm-1725	52	30	)	)	PUNCT
ajlm-1725	52	31	.	.	PUNCT
ajlm-1725	53	1	from	from	ADP
ajlm-1725	53	2	this	this	DET
ajlm-1725	53	3	sample	sample	NOUN
ajlm-1725	53	4	,	,	PUNCT
ajlm-1725	53	5	correctional	correctional	ADJ
ajlm-1725	53	6	service	service	NOUN
ajlm-1725	53	7	facilities	facility	NOUN
ajlm-1725	53	8	and	and	CCONJ
ajlm-1725	53	9	hospitals	hospital	NOUN
ajlm-1725	53	10	(	(	PUNCT
ajlm-1725	53	11	n	n	NOUN
ajlm-1725	53	12	=	=	SYM
ajlm-1725	53	13	57	57	NUM
ajlm-1725	53	14	)	)	PUNCT
ajlm-1725	53	15	,	,	PUNCT
ajlm-1725	53	16	as	as	ADV
ajlm-1725	53	17	well	well	ADV
ajlm-1725	53	18	as	as	ADP
ajlm-1725	53	19	facilities	facility	NOUN
ajlm-1725	53	20	that	that	PRON
ajlm-1725	53	21	did	do	AUX
ajlm-1725	53	22	not	not	PART
ajlm-1725	53	23	have	have	VERB
ajlm-1725	53	24	any	any	DET
ajlm-1725	53	25	patients	patient	NOUN
ajlm-1725	53	26	on	on	ADP
ajlm-1725	53	27	art	art	NOUN
ajlm-1725	53	28	or	or	CCONJ
ajlm-1725	53	29	could	could	AUX
ajlm-1725	53	30	not	not	PART
ajlm-1725	53	31	be	be	AUX
ajlm-1725	53	32	linked	link	VERB
ajlm-1725	53	33	to	to	ADP
ajlm-1725	53	34	the	the	DET
ajlm-1725	53	35	district	district	NOUN
ajlm-1725	53	36	health	health	PROPN
ajlm-1725	53	37	information	information	NOUN
ajlm-1725	53	38	system	system	NOUN
ajlm-1725	53	39	(	(	PUNCT
ajlm-1725	53	40	n	n	NOUN
ajlm-1725	53	41	=	=	NUM
ajlm-1725	53	42	80	80	NUM
ajlm-1725	53	43	)	)	PUNCT
ajlm-1725	53	44	,	,	PUNCT
ajlm-1725	53	45	were	be	AUX
ajlm-1725	53	46	removed	remove	VERB
ajlm-1725	53	47	.	.	PUNCT
ajlm-1725	54	1	data	datum	NOUN
ajlm-1725	54	2	from	from	ADP
ajlm-1725	54	3	the	the	DET
ajlm-1725	54	4	district	district	NOUN
ajlm-1725	54	5	health	health	NOUN
ajlm-1725	54	6	information	information	NOUN
ajlm-1725	54	7	system	system	NOUN
ajlm-1725	54	8	were	be	AUX
ajlm-1725	54	9	used	use	VERB
ajlm-1725	54	10	to	to	PART
ajlm-1725	54	11	determine	determine	VERB
ajlm-1725	54	12	the	the	DET
ajlm-1725	54	13	number	number	NOUN
ajlm-1725	54	14	of	of	ADP
ajlm-1725	54	15	patients	patient	NOUN
ajlm-1725	54	16	on	on	ADP
ajlm-1725	54	17	art	art	NOUN
ajlm-1725	54	18	at	at	ADP
ajlm-1725	54	19	the	the	DET
ajlm-1725	54	20	remaining	remain	VERB
ajlm-1725	54	21	360	360	NUM
ajlm-1725	54	22	facilities	facility	NOUN
ajlm-1725	54	23	(	(	PUNCT
ajlm-1725	54	24	as	as	ADP
ajlm-1725	54	25	of	of	ADP
ajlm-1725	54	26	december	december	PROPN
ajlm-1725	54	27	2018	2018	NUM
ajlm-1725	54	28	)	)	PUNCT
ajlm-1725	54	29	.	.	PUNCT
ajlm-1725	55	1	finally	finally	ADV
ajlm-1725	55	2	,	,	PUNCT
ajlm-1725	55	3	to	to	PART
ajlm-1725	55	4	determine	determine	VERB
ajlm-1725	55	5	the	the	DET
ajlm-1725	55	6	number	number	NOUN
ajlm-1725	55	7	of	of	ADP
ajlm-1725	55	8	annual	annual	ADJ
ajlm-1725	55	9	vl	vl	PROPN
ajlm-1725	55	10	tests	test	NOUN
ajlm-1725	55	11	requested	request	VERB
ajlm-1725	55	12	by	by	ADP
ajlm-1725	55	13	each	each	DET
ajlm-1725	55	14	facility	facility	NOUN
ajlm-1725	55	15	in	in	ADP
ajlm-1725	55	16	2018	2018	NUM
ajlm-1725	55	17	,	,	PUNCT
ajlm-1725	55	18	the	the	DET
ajlm-1725	55	19	360	360	NUM
ajlm-1725	55	20	facilities	facility	NOUN
ajlm-1725	55	21	were	be	AUX
ajlm-1725	55	22	matched	match	VERB
ajlm-1725	55	23	to	to	ADP
ajlm-1725	55	24	the	the	DET
ajlm-1725	55	25	nhls	nhls	PROPN
ajlm-1725	55	26	data	datum	NOUN
ajlm-1725	55	27	from	from	ADP
ajlm-1725	55	28	the	the	DET
ajlm-1725	55	29	corporate	corporate	ADJ
ajlm-1725	55	30	data	datum	NOUN
ajlm-1725	55	31	warehouse	warehouse	NOUN
ajlm-1725	55	32	.	.	PUNCT
ajlm-1725	56	1	four	four	NUM
ajlm-1725	56	2	facilities	facility	NOUN
ajlm-1725	56	3	were	be	AUX
ajlm-1725	56	4	not	not	PART
ajlm-1725	56	5	matched	match	VERB
ajlm-1725	56	6	,	,	PUNCT
ajlm-1725	56	7	resulting	result	VERB
ajlm-1725	56	8	in	in	ADP
ajlm-1725	56	9	a	a	DET
ajlm-1725	56	10	total	total	ADJ
ajlm-1725	56	11	sample	sample	NOUN
ajlm-1725	56	12	of	of	ADP
ajlm-1725	56	13	356	356	NUM
ajlm-1725	56	14	phc	phc	PROPN
ajlm-1725	56	15	facilities	facility	NOUN
ajlm-1725	56	16	.	.	PUNCT
ajlm-1725	57	1	data	datum	NOUN
ajlm-1725	57	2	analysis	analysis	NOUN
ajlm-1725	57	3	using	use	VERB
ajlm-1725	57	4	stata	stata	NOUN
ajlm-1725	57	5	software	software	NOUN
ajlm-1725	57	6	(	(	PUNCT
ajlm-1725	57	7	version	version	NOUN
ajlm-1725	57	8	15.0	15.0	NUM
ajlm-1725	57	9	,	,	PUNCT
ajlm-1725	57	10	college	college	NOUN
ajlm-1725	57	11	station	station	NOUN
ajlm-1725	57	12	,	,	PUNCT
ajlm-1725	57	13	texas	texas	PROPN
ajlm-1725	57	14	,	,	PUNCT
ajlm-1725	57	15	united	united	PROPN
ajlm-1725	57	16	states	states	PROPN
ajlm-1725	57	17	)	)	PUNCT
ajlm-1725	57	18	,	,	PUNCT
ajlm-1725	57	19	we	we	PRON
ajlm-1725	57	20	performed	perform	VERB
ajlm-1725	57	21	an	an	DET
ajlm-1725	57	22	unadjusted	unadjusted	ADJ
ajlm-1725	57	23	regression	regression	NOUN
ajlm-1725	57	24	analysis	analysis	NOUN
ajlm-1725	57	25	to	to	PART
ajlm-1725	57	26	assess	assess	VERB
ajlm-1725	57	27	the	the	DET
ajlm-1725	57	28	relationship	relationship	NOUN
ajlm-1725	57	29	between	between	ADP
ajlm-1725	57	30	current	current	ADJ
ajlm-1725	57	31	specimen	speciman	NOUN
ajlm-1725	57	32	transport	transport	VERB
ajlm-1725	57	33	time	time	NOUN
ajlm-1725	57	34	at	at	ADP
ajlm-1725	57	35	the	the	DET
ajlm-1725	57	36	356	356	NUM
ajlm-1725	57	37	phc	phc	PROPN
ajlm-1725	57	38	facilities	facility	NOUN
ajlm-1725	57	39	and	and	CCONJ
ajlm-1725	57	40	vl	vl	NOUN
ajlm-1725	57	41	testing	testing	NOUN
ajlm-1725	57	42	access	access	NOUN
ajlm-1725	57	43	,	,	PUNCT
ajlm-1725	57	44	defined	define	VERB
ajlm-1725	57	45	as	as	SCONJ
ajlm-1725	57	46	the	the	DET
ajlm-1725	57	47	number	number	NOUN
ajlm-1725	57	48	of	of	ADP
ajlm-1725	57	49	annual	annual	ADJ
ajlm-1725	57	50	vl	vl	PROPN
ajlm-1725	57	51	tests	test	NOUN
ajlm-1725	57	52	performed	perform	VERB
ajlm-1725	57	53	per	per	ADP
ajlm-1725	57	54	patient	patient	NOUN
ajlm-1725	57	55	on	on	ADP
ajlm-1725	57	56	art.9	art.9	PROPN
ajlm-1725	57	57	the	the	DET
ajlm-1725	57	58	independent	independent	ADJ
ajlm-1725	57	59	variable	variable	NOUN
ajlm-1725	57	60	in	in	ADP
ajlm-1725	57	61	the	the	DET
ajlm-1725	57	62	regression	regression	NOUN
ajlm-1725	57	63	used	use	VERB
ajlm-1725	57	64	the	the	DET
ajlm-1725	57	65	current	current	ADJ
ajlm-1725	57	66	average	average	ADJ
ajlm-1725	57	67	specimen	speciman	NOUN
ajlm-1725	57	68	transport	transport	VERB
ajlm-1725	57	69	time	time	NOUN
ajlm-1725	57	70	as	as	ADP
ajlm-1725	57	71	a	a	DET
ajlm-1725	57	72	cut	cut	NOUN
ajlm-1725	57	73	-	-	PUNCT
ajlm-1725	57	74	off	off	NOUN
ajlm-1725	57	75	,	,	PUNCT
ajlm-1725	57	76	with	with	ADP
ajlm-1725	57	77	facilities	facility	NOUN
ajlm-1725	57	78	categorised	categorise	VERB
ajlm-1725	57	79	based	base	VERB
ajlm-1725	57	80	on	on	ADP
ajlm-1725	57	81	whether	whether	SCONJ
ajlm-1725	57	82	their	their	PRON
ajlm-1725	57	83	average	average	ADJ
ajlm-1725	57	84	latest	late	ADJ
ajlm-1725	57	85	specimen	speciman	NOUN
ajlm-1725	57	86	transport	transport	NOUN
ajlm-1725	57	87	time	time	NOUN
ajlm-1725	57	88	was	be	AUX
ajlm-1725	57	89	before	before	ADP
ajlm-1725	57	90	or	or	CCONJ
ajlm-1725	57	91	after	after	ADP
ajlm-1725	57	92	this	this	DET
ajlm-1725	57	93	cut	cut	NOUN
ajlm-1725	57	94	-	-	PUNCT
ajlm-1725	57	95	off	off	NOUN
ajlm-1725	57	96	.	.	PUNCT
ajlm-1725	58	1	we	we	PRON
ajlm-1725	58	2	also	also	ADV
ajlm-1725	58	3	repeated	repeat	VERB
ajlm-1725	58	4	the	the	DET
ajlm-1725	58	5	regression	regression	NOUN
ajlm-1725	58	6	analysis	analysis	NOUN
ajlm-1725	58	7	,	,	PUNCT
ajlm-1725	58	8	adjusting	adjust	VERB
ajlm-1725	58	9	for	for	ADP
ajlm-1725	58	10	the	the	DET
ajlm-1725	58	11	size	size	NOUN
ajlm-1725	58	12	of	of	ADP
ajlm-1725	58	13	the	the	DET
ajlm-1725	58	14	phc	phc	PROPN
ajlm-1725	58	15	facility	facility	NOUN
ajlm-1725	58	16	in	in	ADP
ajlm-1725	58	17	terms	term	NOUN
ajlm-1725	58	18	of	of	ADP
ajlm-1725	58	19	the	the	DET
ajlm-1725	58	20	number	number	NOUN
ajlm-1725	58	21	of	of	ADP
ajlm-1725	58	22	patients	patient	NOUN
ajlm-1725	58	23	on	on	ADP
ajlm-1725	58	24	art.10	art.10	ADJ
ajlm-1725	58	25	a	a	DET
ajlm-1725	58	26	statistical	statistical	ADJ
ajlm-1725	58	27	significance	significance	NOUN
ajlm-1725	58	28	cut	cut	NOUN
ajlm-1725	58	29	-	-	PUNCT
ajlm-1725	58	30	off	off	NOUN
ajlm-1725	58	31	of	of	ADP
ajlm-1725	58	32	5	5	NUM
ajlm-1725	58	33	%	%	NOUN
ajlm-1725	58	34	was	be	AUX
ajlm-1725	58	35	used	use	VERB
ajlm-1725	58	36	.	.	PUNCT
ajlm-1725	59	1	we	we	PRON
ajlm-1725	59	2	estimated	estimate	VERB
ajlm-1725	59	3	the	the	DET
ajlm-1725	59	4	time	time	NOUN
ajlm-1725	59	5	distribution	distribution	NOUN
ajlm-1725	59	6	of	of	ADP
ajlm-1725	59	7	blood	blood	NOUN
ajlm-1725	59	8	draws	draw	VERB
ajlm-1725	59	9	for	for	ADP
ajlm-1725	59	10	patients	patient	NOUN
ajlm-1725	59	11	at	at	ADP
ajlm-1725	59	12	phc	phc	PROPN
ajlm-1725	59	13	facilities	facility	NOUN
ajlm-1725	59	14	based	base	VERB
ajlm-1725	59	15	on	on	ADP
ajlm-1725	59	16	data	datum	NOUN
ajlm-1725	59	17	from	from	ADP
ajlm-1725	59	18	an	an	DET
ajlm-1725	59	19	unpublished	unpublished	ADJ
ajlm-1725	59	20	time	time	NOUN
ajlm-1725	59	21	-	-	PUNCT
ajlm-1725	59	22	in	in	ADP
ajlm-1725	59	23	-	-	PUNCT
ajlm-1725	59	24	motion	motion	NOUN
ajlm-1725	59	25	study	study	NOUN
ajlm-1725	59	26	on	on	ADP
ajlm-1725	59	27	wait	wait	PROPN
ajlm-1725	59	28	times	time	NOUN
ajlm-1725	59	29	conducted	conduct	VERB
ajlm-1725	59	30	at	at	ADP
ajlm-1725	59	31	an	an	DET
ajlm-1725	59	32	hiv	hiv	PROPN
ajlm-1725	59	33	outpatient	outpatient	NOUN
ajlm-1725	59	34	facility	facility	NOUN
ajlm-1725	59	35	in	in	ADP
ajlm-1725	59	36	johannesburg	johannesburg	PROPN
ajlm-1725	59	37	in	in	ADP
ajlm-1725	59	38	2014.11	2014.11	NUM
ajlm-1725	59	39	using	use	VERB
ajlm-1725	59	40	this	this	DET
ajlm-1725	59	41	distribution	distribution	NOUN
ajlm-1725	59	42	,	,	PUNCT
ajlm-1725	59	43	it	it	PRON
ajlm-1725	59	44	was	be	AUX
ajlm-1725	59	45	possible	possible	ADJ
ajlm-1725	59	46	to	to	PART
ajlm-1725	59	47	estimate	estimate	VERB
ajlm-1725	59	48	the	the	DET
ajlm-1725	59	49	number	number	NOUN
ajlm-1725	59	50	of	of	ADP
ajlm-1725	59	51	additional	additional	ADJ
ajlm-1725	59	52	patients	patient	NOUN
ajlm-1725	59	53	that	that	PRON
ajlm-1725	59	54	would	would	AUX
ajlm-1725	59	55	be	be	AUX
ajlm-1725	59	56	able	able	ADJ
ajlm-1725	59	57	to	to	PART
ajlm-1725	59	58	access	access	VERB
ajlm-1725	59	59	a	a	DET
ajlm-1725	59	60	blood	blood	NOUN
ajlm-1725	59	61	draw	draw	NOUN
ajlm-1725	59	62	at	at	ADP
ajlm-1725	59	63	different	different	ADJ
ajlm-1725	59	64	times	time	NOUN
ajlm-1725	59	65	in	in	ADP
ajlm-1725	59	66	the	the	DET
ajlm-1725	59	67	day	day	NOUN
ajlm-1725	59	68	,	,	PUNCT
ajlm-1725	59	69	depending	depend	VERB
ajlm-1725	59	70	on	on	ADP
ajlm-1725	59	71	the	the	DET
ajlm-1725	59	72	arrival	arrival	NOUN
ajlm-1725	59	73	time	time	NOUN
ajlm-1725	59	74	of	of	ADP
ajlm-1725	59	75	the	the	DET
ajlm-1725	59	76	courier	courier	NOUN
ajlm-1725	59	77	.	.	PUNCT
ajlm-1725	60	1	sensitivity	sensitivity	NOUN
ajlm-1725	60	2	a	a	DET
ajlm-1725	60	3	sensitivity	sensitivity	NOUN
ajlm-1725	60	4	analysis	analysis	NOUN
ajlm-1725	60	5	assessed	assess	VERB
ajlm-1725	60	6	the	the	DET
ajlm-1725	60	7	impact	impact	NOUN
ajlm-1725	60	8	of	of	ADP
ajlm-1725	60	9	changing	change	VERB
ajlm-1725	60	10	the	the	DET
ajlm-1725	60	11	average	average	ADJ
ajlm-1725	60	12	latest	late	ADJ
ajlm-1725	60	13	courier	courier	NOUN
ajlm-1725	60	14	time	time	NOUN
ajlm-1725	60	15	of	of	ADP
ajlm-1725	60	16	the	the	DET
ajlm-1725	60	17	current	current	ADJ
ajlm-1725	60	18	system	system	NOUN
ajlm-1725	60	19	on	on	ADP
ajlm-1725	60	20	the	the	DET
ajlm-1725	60	21	relationship	relationship	NOUN
ajlm-1725	60	22	between	between	ADP
ajlm-1725	60	23	the	the	DET
ajlm-1725	60	24	time	time	NOUN
ajlm-1725	60	25	of	of	ADP
ajlm-1725	60	26	the	the	DET
ajlm-1725	60	27	last	last	ADJ
ajlm-1725	60	28	courier	courier	NOUN
ajlm-1725	60	29	collection	collection	NOUN
ajlm-1725	60	30	for	for	ADP
ajlm-1725	60	31	the	the	DET
ajlm-1725	60	32	day	day	NOUN
ajlm-1725	60	33	and	and	CCONJ
ajlm-1725	60	34	the	the	DET
ajlm-1725	60	35	number	number	NOUN
ajlm-1725	60	36	of	of	ADP
ajlm-1725	60	37	vl	vl	PROPN
ajlm-1725	60	38	tests	test	NOUN
ajlm-1725	60	39	requested	request	VERB
ajlm-1725	60	40	per	per	ADP
ajlm-1725	60	41	patient	patient	NOUN
ajlm-1725	60	42	on	on	ADP
ajlm-1725	60	43	art	art	NOUN
ajlm-1725	60	44	.	.	PUNCT
ajlm-1725	61	1	for	for	ADP
ajlm-1725	61	2	each	each	DET
ajlm-1725	61	3	time	time	NOUN
ajlm-1725	61	4	point	point	NOUN
ajlm-1725	61	5	(	(	PUNCT
ajlm-1725	61	6	representing	represent	VERB
ajlm-1725	61	7	the	the	DET
ajlm-1725	61	8	average	average	ADJ
ajlm-1725	61	9	latest	late	ADJ
ajlm-1725	61	10	time	time	NOUN
ajlm-1725	61	11	of	of	ADP
ajlm-1725	61	12	courier	courier	NOUN
ajlm-1725	61	13	pick	pick	NOUN
ajlm-1725	61	14	-	-	PUNCT
ajlm-1725	61	15	up	up	NOUN
ajlm-1725	61	16	at	at	ADP
ajlm-1725	61	17	a	a	DET
ajlm-1725	61	18	facility	facility	NOUN
ajlm-1725	61	19	)	)	PUNCT
ajlm-1725	61	20	,	,	PUNCT
ajlm-1725	61	21	we	we	PRON
ajlm-1725	61	22	determined	determine	VERB
ajlm-1725	61	23	whether	whether	SCONJ
ajlm-1725	61	24	there	there	PRON
ajlm-1725	61	25	was	be	VERB
ajlm-1725	61	26	a	a	DET
ajlm-1725	61	27	statistically	statistically	ADV
ajlm-1725	61	28	significant	significant	ADJ
ajlm-1725	61	29	difference	difference	NOUN
ajlm-1725	61	30	in	in	ADP
ajlm-1725	61	31	the	the	DET
ajlm-1725	61	32	average	average	ADJ
ajlm-1725	61	33	number	number	NOUN
ajlm-1725	61	34	of	of	ADP
ajlm-1725	61	35	vl	vl	ADJ
ajlm-1725	61	36	tests	test	NOUN
ajlm-1725	61	37	per	per	ADP
ajlm-1725	61	38	patient	patient	NOUN
ajlm-1725	61	39	on	on	ADP
ajlm-1725	61	40	art	art	NOUN
ajlm-1725	61	41	between	between	ADP
ajlm-1725	61	42	facilities	facility	NOUN
ajlm-1725	61	43	whose	whose	DET
ajlm-1725	61	44	last	last	ADJ
ajlm-1725	61	45	courier	courier	NOUN
ajlm-1725	61	46	collection	collection	NOUN
ajlm-1725	61	47	for	for	ADP
ajlm-1725	61	48	the	the	DET
ajlm-1725	61	49	day	day	NOUN
ajlm-1725	61	50	occurred	occur	VERB
ajlm-1725	61	51	before	before	ADP
ajlm-1725	61	52	that	that	DET
ajlm-1725	61	53	point	point	NOUN
ajlm-1725	61	54	versus	versus	ADP
ajlm-1725	61	55	those	those	PRON
ajlm-1725	61	56	that	that	PRON
ajlm-1725	61	57	had	have	VERB
ajlm-1725	61	58	courier	courier	NOUN
ajlm-1725	61	59	pick	pick	NOUN
ajlm-1725	61	60	-	-	PUNCT
ajlm-1725	61	61	ups	up	NOUN
ajlm-1725	61	62	after	after	ADP
ajlm-1725	61	63	that	that	DET
ajlm-1725	61	64	point	point	NOUN
ajlm-1725	61	65	.	.	PUNCT
ajlm-1725	62	1	in	in	ADP
ajlm-1725	62	2	addition	addition	NOUN
ajlm-1725	62	3	,	,	PUNCT
ajlm-1725	62	4	we	we	PRON
ajlm-1725	62	5	assessed	assess	VERB
ajlm-1725	62	6	how	how	SCONJ
ajlm-1725	62	7	a	a	DET
ajlm-1725	62	8	different	different	ADJ
ajlm-1725	62	9	assumption	assumption	NOUN
ajlm-1725	62	10	regarding	regard	VERB
ajlm-1725	62	11	the	the	DET
ajlm-1725	62	12	distribution	distribution	NOUN
ajlm-1725	62	13	of	of	ADP
ajlm-1725	62	14	patient	patient	ADJ
ajlm-1725	62	15	flow	flow	NOUN
ajlm-1725	62	16	(	(	PUNCT
ajlm-1725	62	17	a	a	DET
ajlm-1725	62	18	more	more	ADV
ajlm-1725	62	19	uniform	uniform	ADJ
ajlm-1725	62	20	distribution	distribution	NOUN
ajlm-1725	62	21	)	)	PUNCT
ajlm-1725	62	22	at	at	ADP
ajlm-1725	62	23	a	a	DET
ajlm-1725	62	24	phc	phc	PROPN
ajlm-1725	62	25	facility	facility	NOUN
ajlm-1725	62	26	would	would	AUX
ajlm-1725	62	27	change	change	VERB
ajlm-1725	62	28	our	our	PRON
ajlm-1725	62	29	results	result	NOUN
ajlm-1725	62	30	in	in	ADP
ajlm-1725	62	31	terms	term	NOUN
ajlm-1725	62	32	of	of	ADP
ajlm-1725	62	33	patient	patient	ADJ
ajlm-1725	62	34	access	access	NOUN
ajlm-1725	62	35	to	to	ADP
ajlm-1725	62	36	same	same	ADJ
ajlm-1725	62	37	-	-	PUNCT
ajlm-1725	62	38	day	day	NOUN
ajlm-1725	62	39	blood	blood	NOUN
ajlm-1725	62	40	draws	draw	VERB
ajlm-1725	62	41	.	.	PUNCT
ajlm-1725	63	1	results	result	NOUN
ajlm-1725	63	2	network	network	NOUN
ajlm-1725	63	3	optimisation	optimisation	NOUN
ajlm-1725	63	4	the	the	DET
ajlm-1725	63	5	optimised	optimise	VERB
ajlm-1725	63	6	network	network	NOUN
ajlm-1725	63	7	included	include	VERB
ajlm-1725	63	8	1179	1179	NUM
ajlm-1725	63	9	courier	courier	NOUN
ajlm-1725	63	10	routes	route	NOUN
ajlm-1725	63	11	,	,	PUNCT
ajlm-1725	63	12	involved	involve	VERB
ajlm-1725	63	13	136	136	NUM
ajlm-1725	63	14	000	000	NUM
ajlm-1725	63	15	km	km	NOUN
ajlm-1725	63	16	of	of	ADP
ajlm-1725	63	17	driving	drive	VERB
ajlm-1725	63	18	per	per	ADP
ajlm-1725	63	19	day	day	NOUN
ajlm-1725	63	20	,	,	PUNCT
ajlm-1725	63	21	and	and	CCONJ
ajlm-1725	63	22	serviced	service	VERB
ajlm-1725	63	23	the	the	DET
ajlm-1725	63	24	4046	4046	NUM
ajlm-1725	63	25	facilities	facility	NOUN
ajlm-1725	63	26	that	that	PRON
ajlm-1725	63	27	are	be	AUX
ajlm-1725	63	28	part	part	NOUN
ajlm-1725	63	29	of	of	ADP
ajlm-1725	63	30	the	the	DET
ajlm-1725	63	31	nhls	nhls	PROPN
ajlm-1725	63	32	national	national	PROPN
ajlm-1725	63	33	network	network	NOUN
ajlm-1725	63	34	at	at	ADP
ajlm-1725	63	35	least	least	ADJ
ajlm-1725	63	36	once	once	ADV
ajlm-1725	63	37	per	per	ADP
ajlm-1725	63	38	day	day	NOUN
ajlm-1725	63	39	.	.	PUNCT
ajlm-1725	64	1	the	the	DET
ajlm-1725	64	2	cost	cost	NOUN
ajlm-1725	64	3	to	to	PART
ajlm-1725	64	4	operate	operate	VERB
ajlm-1725	64	5	the	the	DET
ajlm-1725	64	6	current	current	ADJ
ajlm-1725	64	7	system	system	NOUN
ajlm-1725	64	8	is	be	AUX
ajlm-1725	64	9	estimated	estimate	VERB
ajlm-1725	64	10	to	to	PART
ajlm-1725	64	11	be	be	AUX
ajlm-1725	64	12	$	$	SYM
ajlm-1725	64	13	283	283	NUM
ajlm-1725	64	14	488	488	NUM
ajlm-1725	64	15	united	united	PROPN
ajlm-1725	64	16	states	states	PROPN
ajlm-1725	64	17	dollars	dollar	NOUN
ajlm-1725	64	18	(	(	PUNCT
ajlm-1725	64	19	usd	usd	NOUN
ajlm-1725	64	20	)	)	PUNCT
ajlm-1725	64	21	per	per	ADP
ajlm-1725	64	22	week	week	NOUN
ajlm-1725	64	23	,	,	PUNCT
ajlm-1725	64	24	and	and	CCONJ
ajlm-1725	64	25	the	the	DET
ajlm-1725	64	26	optimised	optimise	VERB
ajlm-1725	64	27	system	system	NOUN
ajlm-1725	64	28	costs	cost	VERB
ajlm-1725	64	29	1.3	1.3	NUM
ajlm-1725	64	30	%	%	NOUN
ajlm-1725	64	31	less	less	ADJ
ajlm-1725	64	32	at	at	ADP
ajlm-1725	64	33	$	$	SYM
ajlm-1725	64	34	279	279	NUM
ajlm-1725	64	35	901	901	NUM
ajlm-1725	64	36	usd	usd	NOUN
ajlm-1725	64	37	per	per	ADP
ajlm-1725	64	38	week	week	NOUN
ajlm-1725	64	39	.	.	PUNCT
ajlm-1725	65	1	through	through	ADP
ajlm-1725	65	2	specimen	speciman	NOUN
ajlm-1725	65	3	network	network	NOUN
ajlm-1725	65	4	optimisation	optimisation	NOUN
ajlm-1725	65	5	,	,	PUNCT
ajlm-1725	65	6	the	the	DET
ajlm-1725	65	7	average	average	ADJ
ajlm-1725	65	8	latest	late	ADJ
ajlm-1725	65	9	time	time	NOUN
ajlm-1725	65	10	that	that	PRON
ajlm-1725	65	11	patients	patient	NOUN
ajlm-1725	65	12	can	can	AUX
ajlm-1725	65	13	access	access	VERB
ajlm-1725	65	14	blood	blood	NOUN
ajlm-1725	65	15	draw	draw	NOUN
ajlm-1725	65	16	for	for	ADP
ajlm-1725	65	17	laboratory	laboratory	NOUN
ajlm-1725	65	18	services	service	NOUN
ajlm-1725	65	19	was	be	AUX
ajlm-1725	65	20	delayed	delay	VERB
ajlm-1725	65	21	to	to	ADP
ajlm-1725	65	22	14:48	14:48	NUM
ajlm-1725	65	23	from	from	ADP
ajlm-1725	65	24	14:15	14:15	NUM
ajlm-1725	65	25	.	.	PUNCT
ajlm-1725	66	1	in	in	ADP
ajlm-1725	66	2	addition	addition	NOUN
ajlm-1725	66	3	,	,	PUNCT
ajlm-1725	66	4	with	with	ADP
ajlm-1725	66	5	optimisation	optimisation	NOUN
ajlm-1725	66	6	,	,	PUNCT
ajlm-1725	66	7	an	an	DET
ajlm-1725	66	8	estimated	estimate	VERB
ajlm-1725	66	9	85	85	NUM
ajlm-1725	66	10	%	%	NOUN
ajlm-1725	66	11	of	of	ADP
ajlm-1725	66	12	specimens	specimen	NOUN
ajlm-1725	66	13	arrive	arrive	VERB
ajlm-1725	66	14	at	at	ADP
ajlm-1725	66	15	the	the	DET
ajlm-1725	66	16	laboratory	laboratory	NOUN
ajlm-1725	66	17	by	by	ADP
ajlm-1725	66	18	16:00	16:00	NUM
ajlm-1725	66	19	.	.	PUNCT
ajlm-1725	67	1	impact	impact	NOUN
ajlm-1725	67	2	of	of	ADP
ajlm-1725	67	3	optimised	optimise	VERB
ajlm-1725	67	4	network	network	NOUN
ajlm-1725	67	5	on	on	ADP
ajlm-1725	67	6	viral	viral	ADJ
ajlm-1725	67	7	load	load	NOUN
ajlm-1725	67	8	access	access	NOUN
ajlm-1725	67	9	in	in	ADP
ajlm-1725	67	10	our	our	PRON
ajlm-1725	67	11	sample	sample	NOUN
ajlm-1725	67	12	of	of	ADP
ajlm-1725	67	13	facilities	facility	NOUN
ajlm-1725	67	14	for	for	ADP
ajlm-1725	67	15	which	which	PRON
ajlm-1725	67	16	we	we	PRON
ajlm-1725	67	17	had	have	VERB
ajlm-1725	67	18	complete	complete	ADJ
ajlm-1725	67	19	current	current	ADJ
ajlm-1725	67	20	specimen	speciman	NOUN
ajlm-1725	67	21	transport	transport	PROPN
ajlm-1725	67	22	times	time	NOUN
ajlm-1725	67	23	,	,	PUNCT
ajlm-1725	67	24	the	the	DET
ajlm-1725	67	25	weighted	weight	VERB
ajlm-1725	67	26	average	average	ADJ
ajlm-1725	67	27	latest	late	ADJ
ajlm-1725	67	28	time	time	NOUN
ajlm-1725	67	29	an	an	DET
ajlm-1725	67	30	individual	individual	NOUN
ajlm-1725	67	31	can	can	AUX
ajlm-1725	67	32	access	access	VERB
ajlm-1725	67	33	a	a	DET
ajlm-1725	67	34	blood	blood	NOUN
ajlm-1725	67	35	draw	draw	NOUN
ajlm-1725	67	36	(	(	PUNCT
ajlm-1725	67	37	weighted	weight	VERB
ajlm-1725	67	38	by	by	ADP
ajlm-1725	67	39	the	the	DET
ajlm-1725	67	40	vl	vl	PROPN
ajlm-1725	67	41	volumes	volume	NOUN
ajlm-1725	67	42	at	at	ADP
ajlm-1725	67	43	the	the	DET
ajlm-1725	67	44	facility	facility	NOUN
ajlm-1725	67	45	)	)	PUNCT
ajlm-1725	67	46	is	be	AUX
ajlm-1725	67	47	currently	currently	ADV
ajlm-1725	67	48	13:36	13:36	NUM
ajlm-1725	67	49	.	.	PUNCT
ajlm-1725	68	1	under	under	ADP
ajlm-1725	68	2	half	half	NOUN
ajlm-1725	68	3	(	(	PUNCT
ajlm-1725	68	4	141/356	141/356	NUM
ajlm-1725	68	5	;	;	PUNCT
ajlm-1725	68	6	40	40	NUM
ajlm-1725	68	7	%	%	NOUN
ajlm-1725	68	8	)	)	PUNCT
ajlm-1725	68	9	of	of	ADP
ajlm-1725	68	10	the	the	DET
ajlm-1725	68	11	phc	phc	PROPN
ajlm-1725	68	12	facilities	facility	NOUN
ajlm-1725	68	13	had	have	VERB
ajlm-1725	68	14	an	an	DET
ajlm-1725	68	15	average	average	ADJ
ajlm-1725	68	16	latest	late	ADJ
ajlm-1725	68	17	courier	courier	NOUN
ajlm-1725	68	18	pick	pick	NOUN
ajlm-1725	68	19	-	-	PUNCT
ajlm-1725	68	20	up	up	NOUN
ajlm-1725	68	21	time	time	NOUN
ajlm-1725	68	22	before	before	ADP
ajlm-1725	68	23	13:36	13:36	NUM
ajlm-1725	68	24	,	,	PUNCT
ajlm-1725	68	25	while	while	SCONJ
ajlm-1725	68	26	the	the	DET
ajlm-1725	68	27	average	average	ADJ
ajlm-1725	68	28	latest	late	ADJ
ajlm-1725	68	29	courier	courier	NOUN
ajlm-1725	68	30	pick	pick	VERB
ajlm-1725	68	31	-	-	PUNCT
ajlm-1725	68	32	up	up	ADP
ajlm-1725	68	33	time	time	NOUN
ajlm-1725	68	34	at	at	ADP
ajlm-1725	68	35	215/356	215/356	PROPN
ajlm-1725	68	36	(	(	PUNCT
ajlm-1725	68	37	60	60	NUM
ajlm-1725	68	38	%	%	NOUN
ajlm-1725	68	39	)	)	PUNCT
ajlm-1725	68	40	facilities	facility	NOUN
ajlm-1725	68	41	was	be	AUX
ajlm-1725	68	42	after	after	ADP
ajlm-1725	68	43	13:36	13:36	NUM
ajlm-1725	68	44	.	.	PUNCT
ajlm-1725	69	1	the	the	DET
ajlm-1725	69	2	average	average	ADJ
ajlm-1725	69	3	number	number	NOUN
ajlm-1725	69	4	of	of	ADP
ajlm-1725	69	5	annual	annual	ADJ
ajlm-1725	69	6	vl	vl	PROPN
ajlm-1725	69	7	tests	test	NOUN
ajlm-1725	69	8	conducted	conduct	VERB
ajlm-1725	69	9	per	per	ADP
ajlm-1725	69	10	patient	patient	NOUN
ajlm-1725	69	11	on	on	ADP
ajlm-1725	69	12	art	art	NOUN
ajlm-1725	69	13	was	be	AUX
ajlm-1725	69	14	higher	high	ADJ
ajlm-1725	69	15	at	at	ADP
ajlm-1725	69	16	facilities	facility	NOUN
ajlm-1725	69	17	with	with	ADP
ajlm-1725	69	18	courier	courier	NOUN
ajlm-1725	69	19	pick	pick	NOUN
ajlm-1725	69	20	-	-	PUNCT
ajlm-1725	69	21	up	up	NOUN
ajlm-1725	69	22	after	after	ADP
ajlm-1725	69	23	13:36	13:36	NUM
ajlm-1725	69	24	(	(	PUNCT
ajlm-1725	69	25	1.14	1.14	NUM
ajlm-1725	69	26	;	;	PUNCT
ajlm-1725	69	27	standard	standard	ADJ
ajlm-1725	69	28	deviation	deviation	NOUN
ajlm-1725	69	29	:	:	PUNCT
ajlm-1725	69	30	0.02	0.02	NUM
ajlm-1725	69	31	)	)	PUNCT
ajlm-1725	69	32	compared	compare	VERB
ajlm-1725	69	33	to	to	ADP
ajlm-1725	69	34	those	those	PRON
ajlm-1725	69	35	with	with	ADP
ajlm-1725	69	36	courier	courier	NOUN
ajlm-1725	69	37	pick	pick	NOUN
ajlm-1725	69	38	-	-	PUNCT
ajlm-1725	69	39	up	up	NOUN
ajlm-1725	69	40	before	before	ADP
ajlm-1725	69	41	13:36	13:36	NUM
ajlm-1725	69	42	(	(	PUNCT
ajlm-1725	69	43	1.06	1.06	NUM
ajlm-1725	69	44	;	;	PUNCT
ajlm-1725	69	45	standard	standard	ADJ
ajlm-1725	69	46	deviation	deviation	NOUN
ajlm-1725	69	47	:	:	PUNCT
ajlm-1725	69	48	0.03	0.03	NUM
ajlm-1725	69	49	)	)	PUNCT
ajlm-1725	69	50	.	.	PUNCT
ajlm-1725	70	1	the	the	DET
ajlm-1725	70	2	number	number	NOUN
ajlm-1725	70	3	of	of	ADP
ajlm-1725	70	4	vl	vl	NOUN
ajlm-1725	70	5	tests	test	NOUN
ajlm-1725	70	6	conducted	conduct	VERB
ajlm-1725	70	7	per	per	ADP
ajlm-1725	70	8	patient	patient	NOUN
ajlm-1725	70	9	on	on	ADP
ajlm-1725	70	10	art	art	NOUN
ajlm-1725	70	11	was	be	AUX
ajlm-1725	70	12	higher	high	ADJ
ajlm-1725	70	13	(	(	PUNCT
ajlm-1725	70	14	by	by	ADP
ajlm-1725	70	15	approximately	approximately	ADV
ajlm-1725	70	16	0.07	0.07	NUM
ajlm-1725	70	17	)	)	PUNCT
ajlm-1725	70	18	among	among	ADP
ajlm-1725	70	19	facilities	facility	NOUN
ajlm-1725	70	20	with	with	ADP
ajlm-1725	70	21	courier	courier	NOUN
ajlm-1725	70	22	collection	collection	NOUN
ajlm-1725	70	23	after	after	ADP
ajlm-1725	70	24	13:36	13:36	NUM
ajlm-1725	70	25	compared	compare	VERB
ajlm-1725	70	26	to	to	ADP
ajlm-1725	70	27	facilities	facility	NOUN
ajlm-1725	70	28	with	with	ADP
ajlm-1725	70	29	courier	courier	NOUN
ajlm-1725	70	30	collection	collection	NOUN
ajlm-1725	70	31	before	before	ADP
ajlm-1725	70	32	13:36	13:36	NUM
ajlm-1725	70	33	,	,	PUNCT
ajlm-1725	70	34	and	and	CCONJ
ajlm-1725	70	35	the	the	DET
ajlm-1725	70	36	regression	regression	NOUN
ajlm-1725	70	37	coefficient	coefficient	NOUN
ajlm-1725	70	38	was	be	AUX
ajlm-1725	70	39	significant	significant	ADJ
ajlm-1725	70	40	(	(	PUNCT
ajlm-1725	70	41	p	p	X
ajlm-1725	70	42	<	<	X
ajlm-1725	70	43	5	5	NUM
ajlm-1725	70	44	%	%	NOUN
ajlm-1725	70	45	)	)	PUNCT
ajlm-1725	70	46	,	,	PUNCT
ajlm-1725	70	47	even	even	ADV
ajlm-1725	70	48	when	when	SCONJ
ajlm-1725	70	49	adjusted	adjust	VERB
ajlm-1725	70	50	for	for	ADP
ajlm-1725	70	51	phc	phc	PROPN
ajlm-1725	70	52	facility	facility	NOUN
ajlm-1725	70	53	size	size	NOUN
ajlm-1725	70	54	(	(	PUNCT
ajlm-1725	70	55	table	table	NOUN
ajlm-1725	70	56	1	1	NUM
ajlm-1725	70	57	)	)	PUNCT
ajlm-1725	70	58	.	.	PUNCT
ajlm-1725	71	1	table	table	NOUN
ajlm-1725	71	2	1	1	NUM
ajlm-1725	71	3	:	:	PUNCT
ajlm-1725	71	4	 	 	SPACE
ajlm-1725	71	5	relationship	relationship	NOUN
ajlm-1725	71	6	between	between	ADP
ajlm-1725	71	7	average	average	ADJ
ajlm-1725	71	8	latest	late	ADJ
ajlm-1725	71	9	courier	courier	NOUN
ajlm-1725	71	10	specimen	speciman	NOUN
ajlm-1725	71	11	collection	collection	NOUN
ajlm-1725	71	12	time	time	NOUN
ajlm-1725	71	13	and	and	CCONJ
ajlm-1725	71	14	average	average	ADJ
ajlm-1725	71	15	viral	viral	ADJ
ajlm-1725	71	16	load	load	NOUN
ajlm-1725	71	17	tests	test	NOUN
ajlm-1725	71	18	per	per	ADP
ajlm-1725	71	19	antiretroviral	antiretroviral	ADJ
ajlm-1725	71	20	treatment	treatment	NOUN
ajlm-1725	71	21	patient†	patient†	NOUN
ajlm-1725	71	22	at	at	ADP
ajlm-1725	71	23	public	public	ADJ
ajlm-1725	71	24	sector	sector	NOUN
ajlm-1725	71	25	healthcare	healthcare	NOUN
ajlm-1725	71	26	facilities	facility	NOUN
ajlm-1725	71	27	in	in	ADP
ajlm-1725	71	28	south	south	PROPN
ajlm-1725	71	29	africa	africa	PROPN
ajlm-1725	71	30	,	,	PUNCT
ajlm-1725	71	31	january	january	PROPN
ajlm-1725	71	32	2018	2018	NUM
ajlm-1725	71	33	to	to	ADP
ajlm-1725	71	34	december	december	PROPN
ajlm-1725	71	35	2018	2018	NUM
ajlm-1725	71	36	.	.	PUNCT
ajlm-1725	72	1	data	datum	NOUN
ajlm-1725	72	2	from	from	ADP
ajlm-1725	72	3	an	an	DET
ajlm-1725	72	4	unpublished	unpublished	ADJ
ajlm-1725	72	5	time	time	NOUN
ajlm-1725	72	6	-	-	PUNCT
ajlm-1725	72	7	and	and	CCONJ
ajlm-1725	72	8	-	-	PUNCT
ajlm-1725	72	9	motion	motion	NOUN
ajlm-1725	72	10	study	study	NOUN
ajlm-1725	72	11	on	on	ADP
ajlm-1725	72	12	wait	wait	PROPN
ajlm-1725	72	13	times	time	NOUN
ajlm-1725	72	14	show	show	VERB
ajlm-1725	72	15	that	that	SCONJ
ajlm-1725	72	16	the	the	DET
ajlm-1725	72	17	timing	timing	NOUN
ajlm-1725	72	18	of	of	ADP
ajlm-1725	72	19	blood	blood	NOUN
ajlm-1725	72	20	draws	draw	NOUN
ajlm-1725	72	21	was	be	AUX
ajlm-1725	72	22	skewed	skew	VERB
ajlm-1725	72	23	to	to	ADP
ajlm-1725	72	24	the	the	DET
ajlm-1725	72	25	right	right	NOUN
ajlm-1725	72	26	,	,	PUNCT
ajlm-1725	72	27	with	with	SCONJ
ajlm-1725	72	28	only	only	ADV
ajlm-1725	72	29	17	17	NUM
ajlm-1725	72	30	%	%	NOUN
ajlm-1725	72	31	of	of	ADP
ajlm-1725	72	32	patients	patient	NOUN
ajlm-1725	72	33	getting	get	VERB
ajlm-1725	72	34	a	a	DET
ajlm-1725	72	35	blood	blood	NOUN
ajlm-1725	72	36	draw	draw	NOUN
ajlm-1725	72	37	after	after	ADP
ajlm-1725	72	38	12:00	12:00	NUM
ajlm-1725	72	39	(	(	PUNCT
ajlm-1725	72	40	figure	figure	NOUN
ajlm-1725	72	41	1).11	1).11	NUM
ajlm-1725	72	42	the	the	DET
ajlm-1725	72	43	median	median	ADJ
ajlm-1725	72	44	time	time	NOUN
ajlm-1725	72	45	for	for	ADP
ajlm-1725	72	46	a	a	DET
ajlm-1725	72	47	blood	blood	NOUN
ajlm-1725	72	48	draw	draw	NOUN
ajlm-1725	72	49	was	be	AUX
ajlm-1725	72	50	09:42	09:42	NUM
ajlm-1725	72	51	(	(	PUNCT
ajlm-1725	72	52	confidence	confidence	NOUN
ajlm-1725	72	53	interval	interval	NOUN
ajlm-1725	72	54	:	:	PUNCT
ajlm-1725	72	55	08:50–11:15	08:50–11:15	NUM
ajlm-1725	72	56	)	)	PUNCT
ajlm-1725	72	57	and	and	CCONJ
ajlm-1725	72	58	,	,	PUNCT
ajlm-1725	72	59	on	on	ADP
ajlm-1725	72	60	average	average	ADJ
ajlm-1725	72	61	,	,	PUNCT
ajlm-1725	72	62	patients	patient	NOUN
ajlm-1725	72	63	waited	wait	VERB
ajlm-1725	72	64	just	just	ADV
ajlm-1725	72	65	under	under	ADP
ajlm-1725	72	66	3.5	3.5	NUM
ajlm-1725	72	67	h	h	NOUN
ajlm-1725	72	68	from	from	ADP
ajlm-1725	72	69	the	the	DET
ajlm-1725	72	70	time	time	NOUN
ajlm-1725	72	71	that	that	PRON
ajlm-1725	72	72	they	they	PRON
ajlm-1725	72	73	arrived	arrive	VERB
ajlm-1725	72	74	at	at	ADP
ajlm-1725	72	75	the	the	DET
ajlm-1725	72	76	phc	phc	PROPN
ajlm-1725	72	77	facility	facility	NOUN
ajlm-1725	72	78	until	until	SCONJ
ajlm-1725	72	79	a	a	DET
ajlm-1725	72	80	blood	blood	NOUN
ajlm-1725	72	81	draw	draw	NOUN
ajlm-1725	72	82	was	be	AUX
ajlm-1725	72	83	conducted	conduct	VERB
ajlm-1725	72	84	.	.	PUNCT
ajlm-1725	73	1	for	for	ADP
ajlm-1725	73	2	our	our	PRON
ajlm-1725	73	3	sample	sample	NOUN
ajlm-1725	73	4	of	of	ADP
ajlm-1725	73	5	facilities	facility	NOUN
ajlm-1725	73	6	in	in	ADP
ajlm-1725	73	7	gauteng	gauteng	PROPN
ajlm-1725	73	8	and	and	CCONJ
ajlm-1725	73	9	the	the	DET
ajlm-1725	73	10	western	western	ADJ
ajlm-1725	73	11	cape	cape	NOUN
ajlm-1725	73	12	,	,	PUNCT
ajlm-1725	73	13	we	we	PRON
ajlm-1725	73	14	compared	compare	VERB
ajlm-1725	73	15	the	the	DET
ajlm-1725	73	16	current	current	ADJ
ajlm-1725	73	17	average	average	ADJ
ajlm-1725	73	18	latest	late	ADJ
ajlm-1725	73	19	time	time	NOUN
ajlm-1725	73	20	for	for	ADP
ajlm-1725	73	21	specimen	speciman	NOUN
ajlm-1725	73	22	pick	pick	VERB
ajlm-1725	73	23	-	-	PUNCT
ajlm-1725	73	24	up	up	NOUN
ajlm-1725	73	25	of	of	ADP
ajlm-1725	73	26	13:36	13:36	NUM
ajlm-1725	73	27	to	to	ADP
ajlm-1725	73	28	the	the	DET
ajlm-1725	73	29	optimised	optimise	VERB
ajlm-1725	73	30	model	model	NOUN
ajlm-1725	73	31	transport	transport	NOUN
ajlm-1725	73	32	time	time	NOUN
ajlm-1725	73	33	of	of	ADP
ajlm-1725	73	34	14:35	14:35	NUM
ajlm-1725	73	35	.	.	PUNCT
ajlm-1725	74	1	based	base	VERB
ajlm-1725	74	2	on	on	ADP
ajlm-1725	74	3	the	the	DET
ajlm-1725	74	4	distribution	distribution	NOUN
ajlm-1725	74	5	of	of	ADP
ajlm-1725	74	6	the	the	DET
ajlm-1725	74	7	timing	timing	NOUN
ajlm-1725	74	8	of	of	ADP
ajlm-1725	74	9	blood	blood	NOUN
ajlm-1725	74	10	draws	draw	NOUN
ajlm-1725	74	11	,	,	PUNCT
ajlm-1725	74	12	we	we	PRON
ajlm-1725	74	13	estimated	estimate	VERB
ajlm-1725	74	14	a	a	DET
ajlm-1725	74	15	6	6	NUM
ajlm-1725	74	16	%	%	NOUN
ajlm-1725	74	17	increase	increase	NOUN
ajlm-1725	74	18	in	in	ADP
ajlm-1725	74	19	patient	patient	ADJ
ajlm-1725	74	20	access	access	NOUN
ajlm-1725	74	21	to	to	ADP
ajlm-1725	74	22	same	same	ADJ
ajlm-1725	74	23	-	-	PUNCT
ajlm-1725	74	24	day	day	NOUN
ajlm-1725	74	25	blood	blood	NOUN
ajlm-1725	74	26	draws	draw	VERB
ajlm-1725	74	27	.	.	PUNCT
ajlm-1725	75	1	with	with	ADP
ajlm-1725	75	2	the	the	DET
ajlm-1725	75	3	assumption	assumption	NOUN
ajlm-1725	75	4	of	of	ADP
ajlm-1725	75	5	a	a	DET
ajlm-1725	75	6	uniform	uniform	ADJ
ajlm-1725	75	7	patient	patient	ADJ
ajlm-1725	75	8	distribution	distribution	NOUN
ajlm-1725	75	9	over	over	ADP
ajlm-1725	75	10	time	time	NOUN
ajlm-1725	75	11	(	(	PUNCT
ajlm-1725	75	12	i.e.	i.e.	X
ajlm-1725	75	13	a	a	DET
ajlm-1725	75	14	constant	constant	ADJ
ajlm-1725	75	15	flow	flow	NOUN
ajlm-1725	75	16	of	of	ADP
ajlm-1725	75	17	patients	patient	NOUN
ajlm-1725	75	18	for	for	ADP
ajlm-1725	75	19	each	each	DET
ajlm-1725	75	20	hour	hour	NOUN
ajlm-1725	75	21	that	that	SCONJ
ajlm-1725	75	22	a	a	DET
ajlm-1725	75	23	health	health	NOUN
ajlm-1725	75	24	facility	facility	NOUN
ajlm-1725	75	25	is	be	AUX
ajlm-1725	75	26	open	open	ADJ
ajlm-1725	75	27	)	)	PUNCT
ajlm-1725	75	28	,	,	PUNCT
ajlm-1725	75	29	the	the	DET
ajlm-1725	75	30	estimated	estimate	VERB
ajlm-1725	75	31	patient	patient	ADJ
ajlm-1725	75	32	access	access	NOUN
ajlm-1725	75	33	to	to	ADP
ajlm-1725	75	34	same	same	ADJ
ajlm-1725	75	35	-	-	PUNCT
ajlm-1725	75	36	day	day	NOUN
ajlm-1725	75	37	blood	blood	NOUN
ajlm-1725	75	38	draw	draw	VERB
ajlm-1725	75	39	increased	increase	VERB
ajlm-1725	75	40	from	from	ADP
ajlm-1725	75	41	6	6	NUM
ajlm-1725	75	42	%	%	NOUN
ajlm-1725	75	43	to	to	PART
ajlm-1725	75	44	13	13	NUM
ajlm-1725	75	45	%	%	NOUN
ajlm-1725	75	46	.	.	PUNCT
ajlm-1725	76	1	figure	figure	NOUN
ajlm-1725	76	2	1	1	NUM
ajlm-1725	76	3	:	:	PUNCT
ajlm-1725	76	4	hourly	hourly	ADJ
ajlm-1725	76	5	distribution	distribution	NOUN
ajlm-1725	76	6	of	of	ADP
ajlm-1725	76	7	patient	patient	ADJ
ajlm-1725	76	8	blood	blood	NOUN
ajlm-1725	76	9	draws	draw	VERB
ajlm-1725	76	10	at	at	ADP
ajlm-1725	76	11	an	an	DET
ajlm-1725	76	12	outpatient	outpatient	NOUN
ajlm-1725	76	13	clinic	clinic	NOUN
ajlm-1725	76	14	,	,	PUNCT
ajlm-1725	76	15	johannesburg	johannesburg	PROPN
ajlm-1725	76	16	,	,	PUNCT
ajlm-1725	76	17	south	south	PROPN
ajlm-1725	76	18	africa	africa	PROPN
ajlm-1725	76	19	,	,	PUNCT
ajlm-1725	76	20	2014	2014	NUM
ajlm-1725	76	21	.	.	PUNCT
ajlm-1725	77	1	in	in	ADP
ajlm-1725	77	2	a	a	DET
ajlm-1725	77	3	sensitivity	sensitivity	NOUN
ajlm-1725	77	4	analysis	analysis	NOUN
ajlm-1725	77	5	,	,	PUNCT
ajlm-1725	77	6	facilities	facility	NOUN
ajlm-1725	77	7	that	that	PRON
ajlm-1725	77	8	are	be	AUX
ajlm-1725	77	9	serviced	service	VERB
ajlm-1725	77	10	by	by	ADP
ajlm-1725	77	11	a	a	DET
ajlm-1725	77	12	courier	courier	NOUN
ajlm-1725	77	13	earlier	early	ADV
ajlm-1725	77	14	in	in	ADP
ajlm-1725	77	15	the	the	DET
ajlm-1725	77	16	day	day	NOUN
ajlm-1725	77	17	are	be	AUX
ajlm-1725	77	18	more	more	ADV
ajlm-1725	77	19	likely	likely	ADJ
ajlm-1725	77	20	to	to	PART
ajlm-1725	77	21	have	have	VERB
ajlm-1725	77	22	a	a	DET
ajlm-1725	77	23	significantly	significantly	ADV
ajlm-1725	77	24	lower	low	ADJ
ajlm-1725	77	25	number	number	NOUN
ajlm-1725	77	26	of	of	ADP
ajlm-1725	77	27	vl	vl	NOUN
ajlm-1725	77	28	tests	test	NOUN
ajlm-1725	77	29	conducted	conduct	VERB
ajlm-1725	77	30	per	per	ADP
ajlm-1725	77	31	patient	patient	NOUN
ajlm-1725	77	32	on	on	ADP
ajlm-1725	77	33	art	art	NOUN
ajlm-1725	77	34	(	(	PUNCT
ajlm-1725	77	35	figure	figure	NOUN
ajlm-1725	77	36	2	2	NUM
ajlm-1725	77	37	)	)	PUNCT
ajlm-1725	77	38	.	.	PUNCT
ajlm-1725	78	1	this	this	PRON
ajlm-1725	78	2	was	be	AUX
ajlm-1725	78	3	true	true	ADJ
ajlm-1725	78	4	until	until	ADP
ajlm-1725	78	5	approximately	approximately	ADV
ajlm-1725	78	6	14:45	14:45	NUM
ajlm-1725	78	7	,	,	PUNCT
ajlm-1725	78	8	beyond	beyond	ADP
ajlm-1725	78	9	which	which	PRON
ajlm-1725	78	10	it	it	PRON
ajlm-1725	78	11	was	be	AUX
ajlm-1725	78	12	less	less	ADV
ajlm-1725	78	13	likely	likely	ADJ
ajlm-1725	78	14	that	that	SCONJ
ajlm-1725	78	15	there	there	PRON
ajlm-1725	78	16	would	would	AUX
ajlm-1725	78	17	be	be	AUX
ajlm-1725	78	18	a	a	DET
ajlm-1725	78	19	significant	significant	ADJ
ajlm-1725	78	20	difference	difference	NOUN
ajlm-1725	78	21	between	between	ADP
ajlm-1725	78	22	the	the	DET
ajlm-1725	78	23	number	number	NOUN
ajlm-1725	78	24	of	of	ADP
ajlm-1725	78	25	vl	vl	NOUN
ajlm-1725	78	26	tests	test	NOUN
ajlm-1725	78	27	conducted	conduct	VERB
ajlm-1725	78	28	per	per	ADP
ajlm-1725	78	29	patient	patient	NOUN
ajlm-1725	78	30	on	on	ADP
ajlm-1725	78	31	art	art	NOUN
ajlm-1725	78	32	at	at	ADP
ajlm-1725	78	33	the	the	DET
ajlm-1725	78	34	facilities	facility	NOUN
ajlm-1725	78	35	.	.	PUNCT
ajlm-1725	79	1	figure	figure	VERB
ajlm-1725	79	2	2	2	NUM
ajlm-1725	79	3	:	:	PUNCT
ajlm-1725	79	4	relationship	relationship	NOUN
ajlm-1725	79	5	between	between	ADP
ajlm-1725	79	6	time	time	NOUN
ajlm-1725	79	7	of	of	ADP
ajlm-1725	79	8	courier	courier	NOUN
ajlm-1725	79	9	collection	collection	NOUN
ajlm-1725	79	10	and	and	CCONJ
ajlm-1725	79	11	viral	viral	ADJ
ajlm-1725	79	12	load	load	NOUN
ajlm-1725	79	13	access	access	NOUN
ajlm-1725	79	14	at	at	ADP
ajlm-1725	79	15	public	public	ADJ
ajlm-1725	79	16	sector	sector	NOUN
ajlm-1725	79	17	healthcare	healthcare	NOUN
ajlm-1725	79	18	facilities	facility	NOUN
ajlm-1725	79	19	in	in	ADP
ajlm-1725	79	20	gauteng	gauteng	PROPN
ajlm-1725	79	21	and	and	CCONJ
ajlm-1725	79	22	western	western	ADJ
ajlm-1725	79	23	cape	cape	NOUN
ajlm-1725	79	24	provinces	province	NOUN
ajlm-1725	79	25	,	,	PUNCT
ajlm-1725	79	26	south	south	PROPN
ajlm-1725	79	27	africa	africa	PROPN
ajlm-1725	79	28	,	,	PUNCT
ajlm-1725	79	29	december	december	PROPN
ajlm-1725	79	30	2019	2019	NUM
ajlm-1725	79	31	.	.	PUNCT
ajlm-1725	80	1	discussion	discussion	NOUN
ajlm-1725	80	2	through	through	ADP
ajlm-1725	80	3	the	the	DET
ajlm-1725	80	4	optimisation	optimisation	NOUN
ajlm-1725	80	5	of	of	ADP
ajlm-1725	80	6	the	the	DET
ajlm-1725	80	7	specimen	speciman	NOUN
ajlm-1725	80	8	transportation	transportation	NOUN
ajlm-1725	80	9	network	network	NOUN
ajlm-1725	80	10	,	,	PUNCT
ajlm-1725	80	11	the	the	DET
ajlm-1725	80	12	estimated	estimate	VERB
ajlm-1725	80	13	average	average	ADJ
ajlm-1725	80	14	time	time	NOUN
ajlm-1725	80	15	of	of	ADP
ajlm-1725	80	16	specimen	speciman	NOUN
ajlm-1725	80	17	collection	collection	NOUN
ajlm-1725	80	18	was	be	AUX
ajlm-1725	80	19	delayed	delay	VERB
ajlm-1725	80	20	from	from	ADP
ajlm-1725	80	21	14:15	14:15	NUM
ajlm-1725	80	22	to	to	ADP
ajlm-1725	80	23	14:48	14:48	NUM
ajlm-1725	80	24	for	for	ADP
ajlm-1725	80	25	the	the	DET
ajlm-1725	80	26	entire	entire	ADJ
ajlm-1725	80	27	network	network	NOUN
ajlm-1725	80	28	of	of	ADP
ajlm-1725	80	29	public	public	ADJ
ajlm-1725	80	30	facilities	facility	NOUN
ajlm-1725	80	31	(	(	PUNCT
ajlm-1725	80	32	n	n	NOUN
ajlm-1725	80	33	=	=	NUM
ajlm-1725	80	34	4046	4046	NUM
ajlm-1725	80	35	)	)	PUNCT
ajlm-1725	80	36	,	,	PUNCT
ajlm-1725	80	37	and	and	CCONJ
ajlm-1725	80	38	from	from	ADP
ajlm-1725	80	39	13:36	13:36	NUM
ajlm-1725	80	40	to	to	ADP
ajlm-1725	80	41	14:35	14:35	NUM
ajlm-1725	80	42	for	for	ADP
ajlm-1725	80	43	the	the	DET
ajlm-1725	80	44	subset	subset	NOUN
ajlm-1725	80	45	of	of	ADP
ajlm-1725	80	46	facilities	facility	NOUN
ajlm-1725	80	47	for	for	ADP
ajlm-1725	80	48	which	which	PRON
ajlm-1725	80	49	we	we	PRON
ajlm-1725	80	50	had	have	VERB
ajlm-1725	80	51	complete	complete	ADJ
ajlm-1725	80	52	data	datum	NOUN
ajlm-1725	80	53	(	(	PUNCT
ajlm-1725	80	54	n	n	NOUN
ajlm-1725	80	55	=	=	SYM
ajlm-1725	80	56	356	356	NUM
ajlm-1725	80	57	)	)	PUNCT
ajlm-1725	80	58	.	.	PUNCT
ajlm-1725	81	1	this	this	PRON
ajlm-1725	81	2	is	be	AUX
ajlm-1725	81	3	an	an	DET
ajlm-1725	81	4	improvement	improvement	NOUN
ajlm-1725	81	5	over	over	ADP
ajlm-1725	81	6	the	the	DET
ajlm-1725	81	7	current	current	ADJ
ajlm-1725	81	8	system	system	NOUN
ajlm-1725	81	9	as	as	SCONJ
ajlm-1725	81	10	it	it	PRON
ajlm-1725	81	11	alleviates	alleviate	VERB
ajlm-1725	81	12	the	the	DET
ajlm-1725	81	13	constraint	constraint	NOUN
ajlm-1725	81	14	faced	face	VERB
ajlm-1725	81	15	by	by	ADP
ajlm-1725	81	16	patients	patient	NOUN
ajlm-1725	81	17	and	and	CCONJ
ajlm-1725	81	18	facility	facility	NOUN
ajlm-1725	81	19	staff	staff	NOUN
ajlm-1725	81	20	to	to	PART
ajlm-1725	81	21	quickly	quickly	ADV
ajlm-1725	81	22	collect	collect	VERB
ajlm-1725	81	23	blood	blood	NOUN
ajlm-1725	81	24	samples	sample	NOUN
ajlm-1725	81	25	before	before	SCONJ
ajlm-1725	81	26	the	the	DET
ajlm-1725	81	27	courier	courier	NOUN
ajlm-1725	81	28	arrives	arrive	VERB
ajlm-1725	81	29	for	for	ADP
ajlm-1725	81	30	the	the	DET
ajlm-1725	81	31	final	final	ADJ
ajlm-1725	81	32	time	time	NOUN
ajlm-1725	81	33	daily	daily	ADV
ajlm-1725	81	34	.	.	PUNCT
ajlm-1725	82	1	earlier	early	ADJ
ajlm-1725	82	2	specimen	speciman	NOUN
ajlm-1725	82	3	arrival	arrival	NOUN
ajlm-1725	82	4	enables	enable	VERB
ajlm-1725	82	5	laboratory	laboratory	NOUN
ajlm-1725	82	6	staff	staff	NOUN
ajlm-1725	82	7	to	to	PART
ajlm-1725	82	8	meet	meet	VERB
ajlm-1725	82	9	the	the	DET
ajlm-1725	82	10	daily	daily	ADJ
ajlm-1725	82	11	processing	processing	NOUN
ajlm-1725	82	12	demands	demand	NOUN
ajlm-1725	82	13	as	as	SCONJ
ajlm-1725	82	14	laboratory	laboratory	NOUN
ajlm-1725	82	15	spikes	spike	NOUN
ajlm-1725	82	16	and	and	CCONJ
ajlm-1725	82	17	workflow	workflow	NOUN
ajlm-1725	82	18	could	could	AUX
ajlm-1725	82	19	be	be	AUX
ajlm-1725	82	20	smoothed	smooth	VERB
ajlm-1725	82	21	out	out	ADP
ajlm-1725	82	22	and	and	CCONJ
ajlm-1725	82	23	specimens	specimen	NOUN
ajlm-1725	82	24	processed	process	VERB
ajlm-1725	82	25	as	as	ADV
ajlm-1725	82	26	quickly	quickly	ADV
ajlm-1725	82	27	as	as	ADP
ajlm-1725	82	28	possible	possible	ADJ
ajlm-1725	82	29	.	.	PUNCT
ajlm-1725	83	1	based	base	VERB
ajlm-1725	83	2	on	on	ADP
ajlm-1725	83	3	our	our	PRON
ajlm-1725	83	4	findings	finding	NOUN
ajlm-1725	83	5	,	,	PUNCT
ajlm-1725	83	6	delaying	delay	VERB
ajlm-1725	83	7	courier	courier	NOUN
ajlm-1725	83	8	collection	collection	NOUN
ajlm-1725	83	9	by	by	ADP
ajlm-1725	83	10	an	an	DET
ajlm-1725	83	11	hour	hour	NOUN
ajlm-1725	83	12	can	can	AUX
ajlm-1725	83	13	increase	increase	VERB
ajlm-1725	83	14	patient	patient	ADJ
ajlm-1725	83	15	access	access	NOUN
ajlm-1725	83	16	to	to	ADP
ajlm-1725	83	17	same	same	ADJ
ajlm-1725	83	18	-	-	PUNCT
ajlm-1725	83	19	day	day	NOUN
ajlm-1725	83	20	blood	blood	NOUN
ajlm-1725	83	21	draws	draw	VERB
ajlm-1725	83	22	by	by	ADP
ajlm-1725	83	23	6	6	NUM
ajlm-1725	83	24	%	%	NOUN
ajlm-1725	83	25	–	–	PUNCT
ajlm-1725	83	26	13	13	NUM
ajlm-1725	83	27	%	%	NOUN
ajlm-1725	83	28	across	across	ADP
ajlm-1725	83	29	the	the	DET
ajlm-1725	83	30	gauteng	gauteng	PROPN
ajlm-1725	83	31	and	and	CCONJ
ajlm-1725	83	32	western	western	ADJ
ajlm-1725	83	33	cape	cape	NOUN
ajlm-1725	83	34	provinces	province	NOUN
ajlm-1725	83	35	,	,	PUNCT
ajlm-1725	83	36	depending	depend	VERB
ajlm-1725	83	37	on	on	ADP
ajlm-1725	83	38	the	the	DET
ajlm-1725	83	39	patient	patient	NOUN
ajlm-1725	83	40	flow	flow	NOUN
ajlm-1725	83	41	distribution	distribution	NOUN
ajlm-1725	83	42	at	at	ADP
ajlm-1725	83	43	the	the	DET
ajlm-1725	83	44	phc	phc	PROPN
ajlm-1725	83	45	facilities	facility	NOUN
ajlm-1725	83	46	.	.	PUNCT
ajlm-1725	84	1	this	this	DET
ajlm-1725	84	2	simple	simple	ADJ
ajlm-1725	84	3	supply	supply	NOUN
ajlm-1725	84	4	-	-	PUNCT
ajlm-1725	84	5	side	side	NOUN
ajlm-1725	84	6	intervention	intervention	NOUN
ajlm-1725	84	7	to	to	PART
ajlm-1725	84	8	improve	improve	VERB
ajlm-1725	84	9	the	the	DET
ajlm-1725	84	10	logistics	logistic	NOUN
ajlm-1725	84	11	around	around	ADP
ajlm-1725	84	12	specimen	speciman	NOUN
ajlm-1725	84	13	collection	collection	NOUN
ajlm-1725	84	14	could	could	AUX
ajlm-1725	84	15	improve	improve	VERB
ajlm-1725	84	16	access	access	NOUN
ajlm-1725	84	17	to	to	ADP
ajlm-1725	84	18	vl	vl	PROPN
ajlm-1725	84	19	testing	testing	NOUN
ajlm-1725	84	20	and	and	CCONJ
ajlm-1725	84	21	,	,	PUNCT
ajlm-1725	84	22	consequently	consequently	ADV
ajlm-1725	84	23	,	,	PUNCT
ajlm-1725	84	24	increase	increase	VERB
ajlm-1725	84	25	vl	vl	PRON
ajlm-1725	84	26	test	test	NOUN
ajlm-1725	84	27	volumes	volume	NOUN
ajlm-1725	84	28	and	and	CCONJ
ajlm-1725	84	29	reduce	reduce	VERB
ajlm-1725	84	30	the	the	DET
ajlm-1725	84	31	cost	cost	NOUN
ajlm-1725	84	32	of	of	ADP
ajlm-1725	84	33	specimen	speciman	NOUN
ajlm-1725	84	34	transportation	transportation	NOUN
ajlm-1725	84	35	.	.	PUNCT
ajlm-1725	85	1	improving	improve	VERB
ajlm-1725	85	2	vl	vl	ADJ
ajlm-1725	85	3	testing	testing	NOUN
ajlm-1725	85	4	access	access	NOUN
ajlm-1725	85	5	in	in	ADP
ajlm-1725	85	6	accordance	accordance	NOUN
ajlm-1725	85	7	with	with	ADP
ajlm-1725	85	8	national	national	ADJ
ajlm-1725	85	9	guidelines	guideline	NOUN
ajlm-1725	85	10	is	be	AUX
ajlm-1725	85	11	critical	critical	ADJ
ajlm-1725	85	12	to	to	ADP
ajlm-1725	85	13	attaining	attain	VERB
ajlm-1725	85	14	south	south	PROPN
ajlm-1725	85	15	africa	africa	PROPN
ajlm-1725	85	16	’s	’s	PART
ajlm-1725	85	17	goal	goal	NOUN
ajlm-1725	85	18	of	of	ADP
ajlm-1725	85	19	high	high	ADJ
ajlm-1725	85	20	levels	level	NOUN
ajlm-1725	85	21	of	of	ADP
ajlm-1725	85	22	viral	viral	ADJ
ajlm-1725	85	23	suppression	suppression	NOUN
ajlm-1725	85	24	among	among	ADP
ajlm-1725	85	25	hiv	hiv	PROPN
ajlm-1725	85	26	patients	patient	NOUN
ajlm-1725	85	27	to	to	PART
ajlm-1725	85	28	meet	meet	VERB
ajlm-1725	85	29	the	the	DET
ajlm-1725	85	30	last	last	ADJ
ajlm-1725	85	31	95	95	NUM
ajlm-1725	85	32	%	%	NOUN
ajlm-1725	85	33	of	of	ADP
ajlm-1725	85	34	the	the	DET
ajlm-1725	85	35	hiv	hiv	PROPN
ajlm-1725	85	36	targets	target	NOUN
ajlm-1725	85	37	of	of	ADP
ajlm-1725	85	38	the	the	DET
ajlm-1725	85	39	joint	joint	ADJ
ajlm-1725	85	40	united	united	PROPN
ajlm-1725	85	41	nations	nations	PROPN
ajlm-1725	85	42	programme	programme	PROPN
ajlm-1725	85	43	on	on	ADP
ajlm-1725	85	44	hiv	hiv	PROPN
ajlm-1725	85	45	and	and	CCONJ
ajlm-1725	85	46	aids.12	aids.12	PROPN
ajlm-1725	85	47	one	one	NUM
ajlm-1725	85	48	study	study	NOUN
ajlm-1725	85	49	conducted	conduct	VERB
ajlm-1725	85	50	in	in	ADP
ajlm-1725	85	51	four	four	NUM
ajlm-1725	85	52	provinces	province	NOUN
ajlm-1725	85	53	in	in	ADP
ajlm-1725	85	54	south	south	PROPN
ajlm-1725	85	55	africa	africa	PROPN
ajlm-1725	85	56	found	find	VERB
ajlm-1725	85	57	that	that	SCONJ
ajlm-1725	85	58	only	only	ADV
ajlm-1725	85	59	69	69	NUM
ajlm-1725	85	60	%	%	NOUN
ajlm-1725	85	61	of	of	ADP
ajlm-1725	85	62	patients	patient	NOUN
ajlm-1725	85	63	who	who	PRON
ajlm-1725	85	64	were	be	AUX
ajlm-1725	85	65	due	due	ADJ
ajlm-1725	85	66	for	for	ADP
ajlm-1725	85	67	a	a	DET
ajlm-1725	85	68	vl	vl	NOUN
ajlm-1725	85	69	test	test	NOUN
ajlm-1725	85	70	had	have	VERB
ajlm-1725	85	71	a	a	DET
ajlm-1725	85	72	vl	vl	NOUN
ajlm-1725	85	73	recorded	record	VERB
ajlm-1725	85	74	in	in	ADP
ajlm-1725	85	75	an	an	DET
ajlm-1725	85	76	electronic	electronic	ADJ
ajlm-1725	85	77	register	register	NOUN
ajlm-1725	85	78	,	,	PUNCT
ajlm-1725	85	79	and	and	CCONJ
ajlm-1725	85	80	only	only	ADV
ajlm-1725	85	81	24	24	NUM
ajlm-1725	85	82	%	%	NOUN
ajlm-1725	85	83	of	of	ADP
ajlm-1725	85	84	those	those	PRON
ajlm-1725	85	85	who	who	PRON
ajlm-1725	85	86	did	do	AUX
ajlm-1725	85	87	not	not	PART
ajlm-1725	85	88	have	have	VERB
ajlm-1725	85	89	a	a	DET
ajlm-1725	85	90	vl	vl	PROPN
ajlm-1725	85	91	recorded	record	VERB
ajlm-1725	85	92	had	have	VERB
ajlm-1725	85	93	a	a	DET
ajlm-1725	85	94	blood	blood	NOUN
ajlm-1725	85	95	draw	draw	NOUN
ajlm-1725	85	96	recorded	record	VERB
ajlm-1725	85	97	in	in	ADP
ajlm-1725	85	98	their	their	PRON
ajlm-1725	85	99	file.3	file.3	NOUN
ajlm-1725	85	100	this	this	PRON
ajlm-1725	85	101	suggests	suggest	VERB
ajlm-1725	85	102	that	that	SCONJ
ajlm-1725	85	103	a	a	DET
ajlm-1725	85	104	lack	lack	NOUN
ajlm-1725	85	105	of	of	ADP
ajlm-1725	85	106	blood	blood	NOUN
ajlm-1725	85	107	draws	draw	NOUN
ajlm-1725	85	108	,	,	PUNCT
ajlm-1725	85	109	and	and	CCONJ
ajlm-1725	85	110	not	not	PART
ajlm-1725	85	111	necessarily	necessarily	ADV
ajlm-1725	85	112	a	a	DET
ajlm-1725	85	113	failure	failure	NOUN
ajlm-1725	85	114	of	of	ADP
ajlm-1725	85	115	the	the	DET
ajlm-1725	85	116	result	result	NOUN
ajlm-1725	85	117	making	make	VERB
ajlm-1725	85	118	it	it	PRON
ajlm-1725	85	119	back	back	ADV
ajlm-1725	85	120	to	to	ADP
ajlm-1725	85	121	the	the	DET
ajlm-1725	85	122	phc	phc	PROPN
ajlm-1725	85	123	facility	facility	NOUN
ajlm-1725	85	124	,	,	PUNCT
ajlm-1725	85	125	could	could	AUX
ajlm-1725	85	126	be	be	AUX
ajlm-1725	85	127	a	a	DET
ajlm-1725	85	128	major	major	ADJ
ajlm-1725	85	129	contributor	contributor	NOUN
ajlm-1725	85	130	to	to	ADP
ajlm-1725	85	131	the	the	DET
ajlm-1725	85	132	lack	lack	NOUN
ajlm-1725	85	133	of	of	ADP
ajlm-1725	85	134	vl	vl	NOUN
ajlm-1725	85	135	results	result	NOUN
ajlm-1725	85	136	.	.	PUNCT
ajlm-1725	86	1	furthermore	furthermore	ADV
ajlm-1725	86	2	,	,	PUNCT
ajlm-1725	86	3	another	another	DET
ajlm-1725	86	4	study5	study5	NOUN
ajlm-1725	86	5	observed	observe	VERB
ajlm-1725	86	6	a	a	DET
ajlm-1725	86	7	large	large	ADJ
ajlm-1725	86	8	number	number	NOUN
ajlm-1725	86	9	of	of	ADP
ajlm-1725	86	10	missing	miss	VERB
ajlm-1725	86	11	vl	vl	NOUN
ajlm-1725	86	12	test	test	NOUN
ajlm-1725	86	13	results	result	NOUN
ajlm-1725	86	14	for	for	ADP
ajlm-1725	86	15	patients	patient	NOUN
ajlm-1725	86	16	with	with	ADP
ajlm-1725	86	17	a	a	DET
ajlm-1725	86	18	previously	previously	ADV
ajlm-1725	86	19	unsuppressed	unsuppressed	ADJ
ajlm-1725	86	20	vl	vl	PROPN
ajlm-1725	86	21	–	–	PUNCT
ajlm-1725	86	22	patients	patient	NOUN
ajlm-1725	86	23	at	at	ADP
ajlm-1725	86	24	greatest	great	ADJ
ajlm-1725	86	25	risk	risk	NOUN
ajlm-1725	86	26	for	for	ADP
ajlm-1725	86	27	hiv	hiv	PROPN
ajlm-1725	86	28	morbidity	morbidity	NOUN
ajlm-1725	86	29	,	,	PUNCT
ajlm-1725	86	30	mortality	mortality	NOUN
ajlm-1725	86	31	and	and	CCONJ
ajlm-1725	86	32	onward	onward	NOUN
ajlm-1725	86	33	transmission.5	transmission.5	PRON
ajlm-1725	86	34	in	in	ADP
ajlm-1725	86	35	another	another	DET
ajlm-1725	86	36	study	study	NOUN
ajlm-1725	86	37	conducted	conduct	VERB
ajlm-1725	86	38	in	in	ADP
ajlm-1725	86	39	the	the	DET
ajlm-1725	86	40	western	western	ADJ
ajlm-1725	86	41	cape	cape	NOUN
ajlm-1725	86	42	,	,	PUNCT
ajlm-1725	86	43	84	84	NUM
ajlm-1725	86	44	%	%	NOUN
ajlm-1725	86	45	had	have	VERB
ajlm-1725	86	46	a	a	DET
ajlm-1725	86	47	vl	vl	NOUN
ajlm-1725	86	48	test	test	NOUN
ajlm-1725	86	49	done	do	VERB
ajlm-1725	86	50	when	when	SCONJ
ajlm-1725	86	51	it	it	PRON
ajlm-1725	86	52	was	be	AUX
ajlm-1725	86	53	due.4	due.4	VERB
ajlm-1725	86	54	optimising	optimise	VERB
ajlm-1725	86	55	the	the	DET
ajlm-1725	86	56	transportation	transportation	NOUN
ajlm-1725	86	57	for	for	ADP
ajlm-1725	86	58	vl	vl	PROPN
ajlm-1725	86	59	testing	testing	NOUN
ajlm-1725	86	60	is	be	AUX
ajlm-1725	86	61	only	only	ADV
ajlm-1725	86	62	one	one	NUM
ajlm-1725	86	63	mechanism	mechanism	NOUN
ajlm-1725	86	64	to	to	PART
ajlm-1725	86	65	improve	improve	VERB
ajlm-1725	86	66	patient	patient	ADJ
ajlm-1725	86	67	access	access	NOUN
ajlm-1725	86	68	to	to	ADP
ajlm-1725	86	69	vl	vl	PROPN
ajlm-1725	86	70	testing	testing	NOUN
ajlm-1725	86	71	.	.	PUNCT
ajlm-1725	87	1	there	there	PRON
ajlm-1725	87	2	are	be	VERB
ajlm-1725	87	3	alternative	alternative	ADJ
ajlm-1725	87	4	strategies	strategy	NOUN
ajlm-1725	87	5	that	that	PRON
ajlm-1725	87	6	allow	allow	VERB
ajlm-1725	87	7	for	for	SCONJ
ajlm-1725	87	8	blood	blood	NOUN
ajlm-1725	87	9	to	to	PART
ajlm-1725	87	10	be	be	AUX
ajlm-1725	87	11	drawn	draw	VERB
ajlm-1725	87	12	at	at	ADP
ajlm-1725	87	13	any	any	DET
ajlm-1725	87	14	time	time	NOUN
ajlm-1725	87	15	of	of	ADP
ajlm-1725	87	16	the	the	DET
ajlm-1725	87	17	day	day	NOUN
ajlm-1725	87	18	.	.	PUNCT
ajlm-1725	88	1	if	if	SCONJ
ajlm-1725	88	2	dried	dry	VERB
ajlm-1725	88	3	specimens	specimen	NOUN
ajlm-1725	88	4	(	(	PUNCT
ajlm-1725	88	5	e.g.	e.g.	ADV
ajlm-1725	88	6	dried	dry	VERB
ajlm-1725	88	7	blood	blood	NOUN
ajlm-1725	88	8	spots	spot	NOUN
ajlm-1725	88	9	or	or	CCONJ
ajlm-1725	88	10	dried	dry	VERB
ajlm-1725	88	11	plasma	plasma	NOUN
ajlm-1725	88	12	spots	spot	NOUN
ajlm-1725	88	13	)	)	PUNCT
ajlm-1725	88	14	were	be	AUX
ajlm-1725	88	15	used	use	VERB
ajlm-1725	88	16	for	for	ADP
ajlm-1725	88	17	vl	vl	PROPN
ajlm-1725	88	18	testing	testing	NOUN
ajlm-1725	88	19	,	,	PUNCT
ajlm-1725	88	20	for	for	ADP
ajlm-1725	88	21	which	which	PRON
ajlm-1725	88	22	they	they	PRON
ajlm-1725	88	23	currently	currently	ADV
ajlm-1725	88	24	are	be	AUX
ajlm-1725	88	25	not	not	PART
ajlm-1725	88	26	,	,	PUNCT
ajlm-1725	88	27	specimens	specimen	NOUN
ajlm-1725	88	28	could	could	AUX
ajlm-1725	88	29	be	be	AUX
ajlm-1725	88	30	taken	take	VERB
ajlm-1725	88	31	at	at	ADP
ajlm-1725	88	32	any	any	DET
ajlm-1725	88	33	time	time	NOUN
ajlm-1725	88	34	during	during	ADP
ajlm-1725	88	35	the	the	DET
ajlm-1725	88	36	day	day	NOUN
ajlm-1725	88	37	,	,	PUNCT
ajlm-1725	88	38	even	even	ADV
ajlm-1725	88	39	after	after	SCONJ
ajlm-1725	88	40	the	the	DET
ajlm-1725	88	41	courier	courier	NOUN
ajlm-1725	88	42	has	have	AUX
ajlm-1725	88	43	picked	pick	VERB
ajlm-1725	88	44	up	up	ADP
ajlm-1725	88	45	the	the	DET
ajlm-1725	88	46	specimens	specimen	NOUN
ajlm-1725	88	47	for	for	ADP
ajlm-1725	88	48	the	the	DET
ajlm-1725	88	49	last	last	ADJ
ajlm-1725	88	50	time	time	NOUN
ajlm-1725	88	51	that	that	PRON
ajlm-1725	88	52	day.13	day.13	PRON
ajlm-1725	88	53	further	far	ADV
ajlm-1725	88	54	,	,	PUNCT
ajlm-1725	88	55	should	should	AUX
ajlm-1725	88	56	specimen	speciman	NOUN
ajlm-1725	88	57	stability	stability	NOUN
ajlm-1725	88	58	be	be	AUX
ajlm-1725	88	59	maintained	maintain	VERB
ajlm-1725	88	60	beyond	beyond	ADP
ajlm-1725	88	61	the	the	DET
ajlm-1725	88	62	current	current	NOUN
ajlm-1725	88	63	recommended	recommend	VERB
ajlm-1725	88	64	limits,14	limits,14	NOUN
ajlm-1725	88	65	and	and	CCONJ
ajlm-1725	88	66	should	should	AUX
ajlm-1725	88	67	guidelines	guideline	NOUN
ajlm-1725	88	68	be	be	AUX
ajlm-1725	88	69	adjusted	adjust	VERB
ajlm-1725	88	70	to	to	PART
ajlm-1725	88	71	reflect	reflect	VERB
ajlm-1725	88	72	this	this	PRON
ajlm-1725	88	73	,	,	PUNCT
ajlm-1725	88	74	this	this	PRON
ajlm-1725	88	75	would	would	AUX
ajlm-1725	88	76	also	also	ADV
ajlm-1725	88	77	be	be	AUX
ajlm-1725	88	78	an	an	DET
ajlm-1725	88	79	effective	effective	ADJ
ajlm-1725	88	80	mechanism	mechanism	NOUN
ajlm-1725	88	81	to	to	PART
ajlm-1725	88	82	increase	increase	VERB
ajlm-1725	88	83	access	access	NOUN
ajlm-1725	88	84	to	to	ADP
ajlm-1725	88	85	vl	vl	PROPN
ajlm-1725	88	86	testing	testing	NOUN
ajlm-1725	88	87	.	.	PUNCT
ajlm-1725	89	1	point	point	NOUN
ajlm-1725	89	2	-	-	PUNCT
ajlm-1725	89	3	of	of	ADP
ajlm-1725	89	4	-	-	PUNCT
ajlm-1725	89	5	care	care	NOUN
ajlm-1725	89	6	tests	test	NOUN
ajlm-1725	89	7	could	could	AUX
ajlm-1725	89	8	also	also	ADV
ajlm-1725	89	9	be	be	AUX
ajlm-1725	89	10	used	use	VERB
ajlm-1725	89	11	,	,	PUNCT
ajlm-1725	89	12	when	when	SCONJ
ajlm-1725	89	13	it	it	PRON
ajlm-1725	89	14	is	be	AUX
ajlm-1725	89	15	cost	cost	NOUN
ajlm-1725	89	16	-	-	PUNCT
ajlm-1725	89	17	effective	effective	ADJ
ajlm-1725	89	18	,	,	PUNCT
ajlm-1725	89	19	to	to	PART
ajlm-1725	89	20	perform	perform	VERB
ajlm-1725	89	21	vl	vl	ADJ
ajlm-1725	89	22	testing	testing	NOUN
ajlm-1725	89	23	on	on	ADP
ajlm-1725	89	24	demand.15,16	demand.15,16	NOUN
ajlm-1725	89	25	furthermore	furthermore	ADV
ajlm-1725	89	26	,	,	PUNCT
ajlm-1725	89	27	where	where	SCONJ
ajlm-1725	89	28	space	space	NOUN
ajlm-1725	89	29	and	and	CCONJ
ajlm-1725	89	30	resources	resource	NOUN
ajlm-1725	89	31	allow	allow	VERB
ajlm-1725	89	32	,	,	PUNCT
ajlm-1725	89	33	additional	additional	ADJ
ajlm-1725	89	34	cold	cold	ADJ
ajlm-1725	89	35	-	-	PUNCT
ajlm-1725	89	36	storage	storage	NOUN
ajlm-1725	89	37	facilities	facility	NOUN
ajlm-1725	89	38	could	could	AUX
ajlm-1725	89	39	be	be	AUX
ajlm-1725	89	40	made	make	VERB
ajlm-1725	89	41	available	available	ADJ
ajlm-1725	89	42	at	at	ADP
ajlm-1725	89	43	facilities	facility	NOUN
ajlm-1725	89	44	where	where	SCONJ
ajlm-1725	89	45	current	current	ADJ
ajlm-1725	89	46	cold	cold	ADJ
ajlm-1725	89	47	storage	storage	NOUN
ajlm-1725	89	48	is	be	AUX
ajlm-1725	89	49	inadequate	inadequate	ADJ
ajlm-1725	89	50	so	so	SCONJ
ajlm-1725	89	51	that	that	SCONJ
ajlm-1725	89	52	after	after	ADP
ajlm-1725	89	53	the	the	DET
ajlm-1725	89	54	last	last	ADJ
ajlm-1725	89	55	courier	courier	NOUN
ajlm-1725	89	56	collection	collection	NOUN
ajlm-1725	89	57	for	for	ADP
ajlm-1725	89	58	the	the	DET
ajlm-1725	89	59	day	day	NOUN
ajlm-1725	89	60	,	,	PUNCT
ajlm-1725	89	61	blood	blood	NOUN
ajlm-1725	89	62	samples	sample	NOUN
ajlm-1725	89	63	can	can	AUX
ajlm-1725	89	64	be	be	AUX
ajlm-1725	89	65	collected	collect	VERB
ajlm-1725	89	66	and	and	CCONJ
ajlm-1725	89	67	refrigerated	refrigerate	VERB
ajlm-1725	89	68	until	until	ADP
ajlm-1725	89	69	the	the	DET
ajlm-1725	89	70	next	next	ADJ
ajlm-1725	89	71	day	day	NOUN
ajlm-1725	89	72	.	.	PUNCT
ajlm-1725	90	1	to	to	ADP
ajlm-1725	90	2	our	our	PRON
ajlm-1725	90	3	knowledge	knowledge	NOUN
ajlm-1725	90	4	,	,	PUNCT
ajlm-1725	90	5	this	this	PRON
ajlm-1725	90	6	is	be	AUX
ajlm-1725	90	7	the	the	DET
ajlm-1725	90	8	first	first	ADJ
ajlm-1725	90	9	paper	paper	NOUN
ajlm-1725	90	10	to	to	PART
ajlm-1725	90	11	model	model	VERB
ajlm-1725	90	12	the	the	DET
ajlm-1725	90	13	relationship	relationship	NOUN
ajlm-1725	90	14	between	between	ADP
ajlm-1725	90	15	specimen	speciman	NOUN
ajlm-1725	90	16	transport	transport	VERB
ajlm-1725	90	17	collection	collection	NOUN
ajlm-1725	90	18	times	time	NOUN
ajlm-1725	90	19	and	and	CCONJ
ajlm-1725	90	20	vl	vl	ADJ
ajlm-1725	90	21	access	access	NOUN
ajlm-1725	90	22	in	in	ADP
ajlm-1725	90	23	a	a	DET
ajlm-1725	90	24	national	national	ADJ
ajlm-1725	90	25	vl	vl	NOUN
ajlm-1725	90	26	programme	programme	NOUN
ajlm-1725	90	27	.	.	PUNCT
ajlm-1725	91	1	this	this	DET
ajlm-1725	91	2	analysis	analysis	NOUN
ajlm-1725	91	3	relies	rely	VERB
ajlm-1725	91	4	on	on	ADP
ajlm-1725	91	5	innovative	innovative	ADJ
ajlm-1725	91	6	geospatial	geospatial	ADJ
ajlm-1725	91	7	routing	routing	NOUN
ajlm-1725	91	8	optimisation	optimisation	NOUN
ajlm-1725	91	9	and	and	CCONJ
ajlm-1725	91	10	primary	primary	ADJ
ajlm-1725	91	11	data	datum	NOUN
ajlm-1725	91	12	on	on	ADP
ajlm-1725	91	13	laboratory	laboratory	NOUN
ajlm-1725	91	14	and	and	CCONJ
ajlm-1725	91	15	facility	facility	NOUN
ajlm-1725	91	16	location	location	NOUN
ajlm-1725	91	17	matched	match	VERB
ajlm-1725	91	18	to	to	ADP
ajlm-1725	91	19	programmatic	programmatic	ADJ
ajlm-1725	91	20	art	art	NOUN
ajlm-1725	91	21	data.17	data.17	VERB
ajlm-1725	91	22	although	although	SCONJ
ajlm-1725	91	23	this	this	DET
ajlm-1725	91	24	paper	paper	NOUN
ajlm-1725	91	25	has	have	AUX
ajlm-1725	91	26	focused	focus	VERB
ajlm-1725	91	27	on	on	ADP
ajlm-1725	91	28	the	the	DET
ajlm-1725	91	29	impact	impact	NOUN
ajlm-1725	91	30	on	on	ADP
ajlm-1725	91	31	vl	vl	PROPN
ajlm-1725	91	32	access	access	NOUN
ajlm-1725	91	33	,	,	PUNCT
ajlm-1725	91	34	these	these	DET
ajlm-1725	91	35	results	result	NOUN
ajlm-1725	91	36	are	be	AUX
ajlm-1725	91	37	generalisable	generalisable	ADJ
ajlm-1725	91	38	to	to	ADP
ajlm-1725	91	39	other	other	ADJ
ajlm-1725	91	40	diagnostics	diagnostic	NOUN
ajlm-1725	91	41	where	where	SCONJ
ajlm-1725	91	42	same	same	ADJ
ajlm-1725	91	43	-	-	PUNCT
ajlm-1725	91	44	day	day	NOUN
ajlm-1725	91	45	transport	transport	NOUN
ajlm-1725	91	46	is	be	AUX
ajlm-1725	91	47	required	require	VERB
ajlm-1725	91	48	for	for	ADP
ajlm-1725	91	49	specimen	speciman	NOUN
ajlm-1725	91	50	integrity	integrity	NOUN
ajlm-1725	91	51	.	.	PUNCT
ajlm-1725	92	1	limitations	limitation	NOUN
ajlm-1725	92	2	this	this	DET
ajlm-1725	92	3	study	study	NOUN
ajlm-1725	92	4	has	have	VERB
ajlm-1725	92	5	several	several	ADJ
ajlm-1725	92	6	limitations	limitation	NOUN
ajlm-1725	92	7	.	.	PUNCT
ajlm-1725	93	1	first	first	ADV
ajlm-1725	93	2	,	,	PUNCT
ajlm-1725	93	3	we	we	PRON
ajlm-1725	93	4	sampled	sample	VERB
ajlm-1725	93	5	a	a	DET
ajlm-1725	93	6	subset	subset	NOUN
ajlm-1725	93	7	of	of	ADP
ajlm-1725	93	8	facilities	facility	NOUN
ajlm-1725	93	9	in	in	ADP
ajlm-1725	93	10	only	only	ADV
ajlm-1725	93	11	two	two	NUM
ajlm-1725	93	12	,	,	PUNCT
ajlm-1725	93	13	predominately	predominately	ADV
ajlm-1725	93	14	urban	urban	ADJ
ajlm-1725	93	15	,	,	PUNCT
ajlm-1725	93	16	provinces	province	NOUN
ajlm-1725	93	17	out	out	ADP
ajlm-1725	93	18	of	of	ADP
ajlm-1725	93	19	the	the	DET
ajlm-1725	93	20	nine	nine	NUM
ajlm-1725	93	21	provinces	province	NOUN
ajlm-1725	93	22	in	in	ADP
ajlm-1725	93	23	south	south	PROPN
ajlm-1725	93	24	africa	africa	PROPN
ajlm-1725	93	25	.	.	PUNCT
ajlm-1725	94	1	nevertheless	nevertheless	ADV
ajlm-1725	94	2	,	,	PUNCT
ajlm-1725	94	3	while	while	SCONJ
ajlm-1725	94	4	a	a	DET
ajlm-1725	94	5	more	more	ADV
ajlm-1725	94	6	representative	representative	ADJ
ajlm-1725	94	7	sample	sample	NOUN
ajlm-1725	94	8	set	set	NOUN
ajlm-1725	94	9	may	may	AUX
ajlm-1725	94	10	have	have	AUX
ajlm-1725	94	11	produced	produce	VERB
ajlm-1725	94	12	different	different	ADJ
ajlm-1725	94	13	results	result	NOUN
ajlm-1725	94	14	,	,	PUNCT
ajlm-1725	94	15	this	this	PRON
ajlm-1725	94	16	would	would	AUX
ajlm-1725	94	17	primarily	primarily	ADV
ajlm-1725	94	18	have	have	AUX
ajlm-1725	94	19	been	be	AUX
ajlm-1725	94	20	driven	drive	VERB
ajlm-1725	94	21	by	by	ADP
ajlm-1725	94	22	the	the	DET
ajlm-1725	94	23	current	current	ADJ
ajlm-1725	94	24	average	average	ADJ
ajlm-1725	94	25	latest	late	ADJ
ajlm-1725	94	26	time	time	NOUN
ajlm-1725	94	27	of	of	ADP
ajlm-1725	94	28	specimen	speciman	NOUN
ajlm-1725	94	29	collection	collection	NOUN
ajlm-1725	94	30	by	by	ADP
ajlm-1725	94	31	couriers	courier	NOUN
ajlm-1725	94	32	,	,	PUNCT
ajlm-1725	94	33	which	which	PRON
ajlm-1725	94	34	we	we	PRON
ajlm-1725	94	35	varied	vary	VERB
ajlm-1725	94	36	in	in	ADP
ajlm-1725	94	37	the	the	DET
ajlm-1725	94	38	sensitivity	sensitivity	NOUN
ajlm-1725	94	39	analysis	analysis	NOUN
ajlm-1725	94	40	.	.	PUNCT
ajlm-1725	95	1	the	the	DET
ajlm-1725	95	2	relationship	relationship	NOUN
ajlm-1725	95	3	between	between	ADP
ajlm-1725	95	4	specimen	speciman	NOUN
ajlm-1725	95	5	transport	transport	VERB
ajlm-1725	95	6	time	time	NOUN
ajlm-1725	95	7	and	and	CCONJ
ajlm-1725	95	8	vl	vl	ADJ
ajlm-1725	95	9	access	access	NOUN
ajlm-1725	95	10	would	would	AUX
ajlm-1725	95	11	only	only	ADV
ajlm-1725	95	12	become	become	VERB
ajlm-1725	95	13	insignificant	insignificant	ADJ
ajlm-1725	95	14	if	if	SCONJ
ajlm-1725	95	15	the	the	DET
ajlm-1725	95	16	average	average	ADJ
ajlm-1725	95	17	latest	late	ADJ
ajlm-1725	95	18	time	time	NOUN
ajlm-1725	95	19	of	of	ADP
ajlm-1725	95	20	specimen	speciman	NOUN
ajlm-1725	95	21	transport	transport	NOUN
ajlm-1725	95	22	was	be	AUX
ajlm-1725	95	23	later	late	ADJ
ajlm-1725	95	24	than	than	ADP
ajlm-1725	95	25	14:45	14:45	NUM
ajlm-1725	95	26	,	,	PUNCT
ajlm-1725	95	27	which	which	PRON
ajlm-1725	95	28	is	be	AUX
ajlm-1725	95	29	unlikely	unlikely	ADJ
ajlm-1725	95	30	to	to	PART
ajlm-1725	95	31	be	be	AUX
ajlm-1725	95	32	the	the	DET
ajlm-1725	95	33	case	case	NOUN
ajlm-1725	95	34	across	across	ADP
ajlm-1725	95	35	the	the	DET
ajlm-1725	95	36	network	network	NOUN
ajlm-1725	95	37	.	.	PUNCT
ajlm-1725	96	1	second	second	ADJ
ajlm-1725	96	2	,	,	PUNCT
ajlm-1725	96	3	this	this	DET
ajlm-1725	96	4	project	project	NOUN
ajlm-1725	96	5	was	be	AUX
ajlm-1725	96	6	conducted	conduct	VERB
ajlm-1725	96	7	in	in	ADP
ajlm-1725	96	8	south	south	PROPN
ajlm-1725	96	9	africa	africa	PROPN
ajlm-1725	96	10	with	with	SCONJ
ajlm-1725	96	11	an	an	DET
ajlm-1725	96	12	extensive	extensive	ADJ
ajlm-1725	96	13	well	well	ADV
ajlm-1725	96	14	-	-	PUNCT
ajlm-1725	96	15	functioning	function	VERB
ajlm-1725	96	16	specimen	speciman	NOUN
ajlm-1725	96	17	referral	referral	ADJ
ajlm-1725	96	18	network	network	NOUN
ajlm-1725	96	19	that	that	PRON
ajlm-1725	96	20	ensures	ensure	VERB
ajlm-1725	96	21	each	each	DET
ajlm-1725	96	22	facility	facility	NOUN
ajlm-1725	96	23	is	be	AUX
ajlm-1725	96	24	serviced	service	VERB
ajlm-1725	96	25	at	at	ADP
ajlm-1725	96	26	least	least	ADJ
ajlm-1725	96	27	once	once	ADV
ajlm-1725	96	28	per	per	ADP
ajlm-1725	96	29	day.18	day.18	NOUN
ajlm-1725	96	30	extrapolation	extrapolation	NOUN
ajlm-1725	96	31	of	of	ADP
ajlm-1725	96	32	these	these	DET
ajlm-1725	96	33	findings	finding	NOUN
ajlm-1725	96	34	to	to	ADP
ajlm-1725	96	35	other	other	ADJ
ajlm-1725	96	36	countries	country	NOUN
ajlm-1725	96	37	would	would	AUX
ajlm-1725	96	38	require	require	VERB
ajlm-1725	96	39	a	a	DET
ajlm-1725	96	40	consideration	consideration	NOUN
ajlm-1725	96	41	of	of	ADP
ajlm-1725	96	42	the	the	DET
ajlm-1725	96	43	extent	extent	NOUN
ajlm-1725	96	44	of	of	ADP
ajlm-1725	96	45	their	their	PRON
ajlm-1725	96	46	specimen	speciman	NOUN
ajlm-1725	96	47	referral	referral	NOUN
ajlm-1725	96	48	networks	network	NOUN
ajlm-1725	96	49	.	.	PUNCT
ajlm-1725	97	1	however	however	ADV
ajlm-1725	97	2	,	,	PUNCT
ajlm-1725	97	3	for	for	ADP
ajlm-1725	97	4	less	less	ADV
ajlm-1725	97	5	-	-	PUNCT
ajlm-1725	97	6	developed	develop	VERB
ajlm-1725	97	7	specimen	speciman	NOUN
ajlm-1725	97	8	referral	referral	NOUN
ajlm-1725	97	9	networks	network	NOUN
ajlm-1725	97	10	,	,	PUNCT
ajlm-1725	97	11	the	the	DET
ajlm-1725	97	12	impact	impact	NOUN
ajlm-1725	97	13	of	of	ADP
ajlm-1725	97	14	optimising	optimise	VERB
ajlm-1725	97	15	specimen	speciman	NOUN
ajlm-1725	97	16	collection	collection	NOUN
ajlm-1725	97	17	or	or	CCONJ
ajlm-1725	97	18	increasing	increase	VERB
ajlm-1725	97	19	the	the	DET
ajlm-1725	97	20	frequency	frequency	NOUN
ajlm-1725	97	21	of	of	ADP
ajlm-1725	97	22	transport	transport	NOUN
ajlm-1725	97	23	such	such	ADJ
ajlm-1725	97	24	that	that	SCONJ
ajlm-1725	97	25	each	each	DET
ajlm-1725	97	26	facility	facility	NOUN
ajlm-1725	97	27	is	be	AUX
ajlm-1725	97	28	serviced	service	VERB
ajlm-1725	97	29	at	at	ADP
ajlm-1725	97	30	least	least	ADJ
ajlm-1725	97	31	once	once	ADV
ajlm-1725	97	32	a	a	DET
ajlm-1725	97	33	day	day	NOUN
ajlm-1725	97	34	might	might	AUX
ajlm-1725	97	35	result	result	VERB
ajlm-1725	97	36	in	in	ADP
ajlm-1725	97	37	larger	large	ADJ
ajlm-1725	97	38	patient	patient	NOUN
ajlm-1725	97	39	access	access	NOUN
ajlm-1725	97	40	benefits	benefit	NOUN
ajlm-1725	97	41	.	.	PUNCT
ajlm-1725	98	1	third	third	ADV
ajlm-1725	98	2	,	,	PUNCT
ajlm-1725	98	3	we	we	PRON
ajlm-1725	98	4	relied	rely	VERB
ajlm-1725	98	5	on	on	ADP
ajlm-1725	98	6	the	the	DET
ajlm-1725	98	7	patient	patient	NOUN
ajlm-1725	98	8	flow	flow	NOUN
ajlm-1725	98	9	distribution	distribution	NOUN
ajlm-1725	98	10	at	at	ADP
ajlm-1725	98	11	one	one	NUM
ajlm-1725	98	12	phc	phc	PROPN
ajlm-1725	98	13	facility	facility	NOUN
ajlm-1725	98	14	,	,	PUNCT
ajlm-1725	98	15	where	where	SCONJ
ajlm-1725	98	16	the	the	DET
ajlm-1725	98	17	median	median	ADJ
ajlm-1725	98	18	time	time	NOUN
ajlm-1725	98	19	of	of	ADP
ajlm-1725	98	20	blood	blood	NOUN
ajlm-1725	98	21	draw	draw	NOUN
ajlm-1725	98	22	was	be	AUX
ajlm-1725	98	23	09:42	09:42	NUM
ajlm-1725	98	24	in	in	ADP
ajlm-1725	98	25	the	the	DET
ajlm-1725	98	26	morning	morning	NOUN
ajlm-1725	98	27	,	,	PUNCT
ajlm-1725	98	28	to	to	PART
ajlm-1725	98	29	quantify	quantify	VERB
ajlm-1725	98	30	the	the	DET
ajlm-1725	98	31	patient	patient	ADJ
ajlm-1725	98	32	benefits	benefit	NOUN
ajlm-1725	98	33	of	of	ADP
ajlm-1725	98	34	increased	increase	VERB
ajlm-1725	98	35	access	access	NOUN
ajlm-1725	98	36	.	.	PUNCT
ajlm-1725	99	1	however	however	ADV
ajlm-1725	99	2	,	,	PUNCT
ajlm-1725	99	3	for	for	ADP
ajlm-1725	99	4	phc	phc	PROPN
ajlm-1725	99	5	facilities	facility	NOUN
ajlm-1725	99	6	with	with	ADP
ajlm-1725	99	7	later	later	ADJ
ajlm-1725	99	8	median	median	PROPN
ajlm-1725	99	9	times	time	NOUN
ajlm-1725	99	10	of	of	ADP
ajlm-1725	99	11	blood	blood	NOUN
ajlm-1725	99	12	draw	draw	VERB
ajlm-1725	99	13	(	(	PUNCT
ajlm-1725	99	14	e.g.	e.g.	ADV
ajlm-1725	99	15	,	,	PUNCT
ajlm-1725	99	16	with	with	ADP
ajlm-1725	99	17	a	a	DET
ajlm-1725	99	18	more	more	ADV
ajlm-1725	99	19	uniform	uniform	ADJ
ajlm-1725	99	20	distribution	distribution	NOUN
ajlm-1725	99	21	of	of	ADP
ajlm-1725	99	22	patients	patient	NOUN
ajlm-1725	99	23	throughout	throughout	ADP
ajlm-1725	99	24	the	the	DET
ajlm-1725	99	25	day	day	NOUN
ajlm-1725	99	26	)	)	PUNCT
ajlm-1725	99	27	,	,	PUNCT
ajlm-1725	99	28	the	the	DET
ajlm-1725	99	29	benefits	benefit	NOUN
ajlm-1725	99	30	in	in	ADP
ajlm-1725	99	31	terms	term	NOUN
ajlm-1725	99	32	of	of	ADP
ajlm-1725	99	33	increased	increase	VERB
ajlm-1725	99	34	patient	patient	ADJ
ajlm-1725	99	35	access	access	NOUN
ajlm-1725	99	36	of	of	ADP
ajlm-1725	99	37	delaying	delay	VERB
ajlm-1725	99	38	the	the	DET
ajlm-1725	99	39	courier	courier	NOUN
ajlm-1725	99	40	pick	pick	VERB
ajlm-1725	99	41	-	-	PUNCT
ajlm-1725	99	42	up	up	ADP
ajlm-1725	99	43	time	time	NOUN
ajlm-1725	99	44	would	would	AUX
ajlm-1725	99	45	be	be	AUX
ajlm-1725	99	46	greater	great	ADJ
ajlm-1725	99	47	.	.	PUNCT
ajlm-1725	100	1	fourth	fourth	ADV
ajlm-1725	100	2	,	,	PUNCT
ajlm-1725	100	3	we	we	PRON
ajlm-1725	100	4	did	do	AUX
ajlm-1725	100	5	not	not	PART
ajlm-1725	100	6	quantify	quantify	VERB
ajlm-1725	100	7	the	the	DET
ajlm-1725	100	8	patient	patient	ADJ
ajlm-1725	100	9	benefits	benefit	NOUN
ajlm-1725	100	10	of	of	ADP
ajlm-1725	100	11	receiving	receive	VERB
ajlm-1725	100	12	same	same	ADJ
ajlm-1725	100	13	-	-	PUNCT
ajlm-1725	100	14	day	day	NOUN
ajlm-1725	100	15	blood	blood	NOUN
ajlm-1725	100	16	draws	draw	VERB
ajlm-1725	100	17	.	.	PUNCT
ajlm-1725	101	1	between	between	ADP
ajlm-1725	101	2	6	6	NUM
ajlm-1725	101	3	%	%	NOUN
ajlm-1725	101	4	and	and	CCONJ
ajlm-1725	101	5	13	13	NUM
ajlm-1725	101	6	%	%	NOUN
ajlm-1725	101	7	of	of	ADP
ajlm-1725	101	8	patients	patient	NOUN
ajlm-1725	101	9	requiring	require	VERB
ajlm-1725	101	10	a	a	DET
ajlm-1725	101	11	blood	blood	NOUN
ajlm-1725	101	12	draw	draw	VERB
ajlm-1725	101	13	for	for	ADP
ajlm-1725	101	14	vl	vl	NOUN
ajlm-1725	101	15	testing	testing	NOUN
ajlm-1725	101	16	would	would	AUX
ajlm-1725	101	17	not	not	PART
ajlm-1725	101	18	need	need	VERB
ajlm-1725	101	19	to	to	PART
ajlm-1725	101	20	return	return	VERB
ajlm-1725	101	21	to	to	ADP
ajlm-1725	101	22	the	the	DET
ajlm-1725	101	23	phc	phc	PROPN
ajlm-1725	101	24	facility	facility	NOUN
ajlm-1725	101	25	another	another	DET
ajlm-1725	101	26	day	day	NOUN
ajlm-1725	101	27	,	,	PUNCT
ajlm-1725	101	28	potentially	potentially	ADV
ajlm-1725	101	29	reducing	reduce	VERB
ajlm-1725	101	30	transport	transport	NOUN
ajlm-1725	101	31	costs	cost	NOUN
ajlm-1725	101	32	/	/	SYM
ajlm-1725	101	33	opportunity	opportunity	NOUN
ajlm-1725	101	34	costs	cost	NOUN
ajlm-1725	101	35	of	of	ADP
ajlm-1725	101	36	a	a	DET
ajlm-1725	101	37	missed	miss	VERB
ajlm-1725	101	38	day	day	NOUN
ajlm-1725	101	39	of	of	ADP
ajlm-1725	101	40	work	work	NOUN
ajlm-1725	101	41	.	.	PUNCT
ajlm-1725	102	1	patient	patient	ADJ
ajlm-1725	102	2	scheduling	scheduling	NOUN
ajlm-1725	102	3	and	and	CCONJ
ajlm-1725	102	4	flow	flow	NOUN
ajlm-1725	102	5	may	may	AUX
ajlm-1725	102	6	also	also	ADV
ajlm-1725	102	7	improve	improve	VERB
ajlm-1725	102	8	with	with	ADP
ajlm-1725	102	9	later	late	ADJ
ajlm-1725	102	10	specimen	speciman	NOUN
ajlm-1725	102	11	transport	transport	VERB
ajlm-1725	102	12	as	as	SCONJ
ajlm-1725	102	13	facility	facility	NOUN
ajlm-1725	102	14	staff	staff	NOUN
ajlm-1725	102	15	will	will	AUX
ajlm-1725	102	16	be	be	AUX
ajlm-1725	102	17	aware	aware	ADJ
ajlm-1725	102	18	that	that	SCONJ
ajlm-1725	102	19	there	there	PRON
ajlm-1725	102	20	is	be	VERB
ajlm-1725	102	21	more	more	ADJ
ajlm-1725	102	22	time	time	NOUN
ajlm-1725	102	23	to	to	PART
ajlm-1725	102	24	send	send	VERB
ajlm-1725	102	25	patients	patient	NOUN
ajlm-1725	102	26	to	to	ADP
ajlm-1725	102	27	the	the	DET
ajlm-1725	102	28	blood	blood	NOUN
ajlm-1725	102	29	draw	draw	VERB
ajlm-1725	102	30	queue	queue	NOUN
ajlm-1725	102	31	and	and	CCONJ
ajlm-1725	102	32	can	can	AUX
ajlm-1725	102	33	thus	thus	ADV
ajlm-1725	102	34	book	book	VERB
ajlm-1725	102	35	patients	patient	NOUN
ajlm-1725	102	36	in	in	ADV
ajlm-1725	102	37	for	for	ADP
ajlm-1725	102	38	later	later	ADJ
ajlm-1725	102	39	times	time	NOUN
ajlm-1725	102	40	in	in	ADP
ajlm-1725	102	41	the	the	DET
ajlm-1725	102	42	day	day	NOUN
ajlm-1725	102	43	,	,	PUNCT
ajlm-1725	102	44	ultimately	ultimately	ADV
ajlm-1725	102	45	reducing	reduce	VERB
ajlm-1725	102	46	the	the	DET
ajlm-1725	102	47	waiting	waiting	NOUN
ajlm-1725	102	48	time	time	NOUN
ajlm-1725	102	49	for	for	ADP
ajlm-1725	102	50	patients	patient	NOUN
ajlm-1725	102	51	.	.	PUNCT
ajlm-1725	103	1	finally	finally	ADV
ajlm-1725	103	2	,	,	PUNCT
ajlm-1725	103	3	while	while	SCONJ
ajlm-1725	103	4	this	this	DET
ajlm-1725	103	5	project	project	NOUN
ajlm-1725	103	6	has	have	AUX
ajlm-1725	103	7	primarily	primarily	ADV
ajlm-1725	103	8	addressed	address	VERB
ajlm-1725	103	9	phc	phc	PROPN
ajlm-1725	103	10	facilities	facility	NOUN
ajlm-1725	103	11	that	that	PRON
ajlm-1725	103	12	predominantly	predominantly	ADV
ajlm-1725	103	13	operate	operate	VERB
ajlm-1725	103	14	during	during	ADP
ajlm-1725	103	15	the	the	DET
ajlm-1725	103	16	week	week	NOUN
ajlm-1725	103	17	and	and	CCONJ
ajlm-1725	103	18	close	close	ADJ
ajlm-1725	103	19	at	at	ADP
ajlm-1725	103	20	16:00	16:00	NUM
ajlm-1725	103	21	,	,	PUNCT
ajlm-1725	103	22	future	future	ADJ
ajlm-1725	103	23	research	research	NOUN
ajlm-1725	103	24	could	could	AUX
ajlm-1725	103	25	look	look	VERB
ajlm-1725	103	26	at	at	ADP
ajlm-1725	103	27	the	the	DET
ajlm-1725	103	28	value	value	NOUN
ajlm-1725	103	29	of	of	ADP
ajlm-1725	103	30	couriers	courier	NOUN
ajlm-1725	103	31	collecting	collect	VERB
ajlm-1725	103	32	specimens	specimen	NOUN
ajlm-1725	103	33	after	after	ADP
ajlm-1725	103	34	hours	hour	NOUN
ajlm-1725	103	35	and	and	CCONJ
ajlm-1725	103	36	on	on	ADP
ajlm-1725	103	37	weekends	weekend	NOUN
ajlm-1725	103	38	at	at	ADP
ajlm-1725	103	39	facilities	facility	NOUN
ajlm-1725	103	40	that	that	PRON
ajlm-1725	103	41	operate	operate	VERB
ajlm-1725	103	42	24	24	NUM
ajlm-1725	103	43	h	h	NOUN
ajlm-1725	103	44	and/or	and/or	CCONJ
ajlm-1725	103	45	on	on	ADP
ajlm-1725	103	46	weekends	weekend	NOUN
ajlm-1725	103	47	.	.	PUNCT
ajlm-1725	104	1	the	the	DET
ajlm-1725	104	2	benefits	benefit	NOUN
ajlm-1725	104	3	in	in	ADP
ajlm-1725	104	4	terms	term	NOUN
ajlm-1725	104	5	of	of	ADP
ajlm-1725	104	6	increased	increase	VERB
ajlm-1725	104	7	patient	patient	ADJ
ajlm-1725	104	8	access	access	NOUN
ajlm-1725	104	9	to	to	ADP
ajlm-1725	104	10	vl	vl	PROPN
ajlm-1725	104	11	testing	testing	NOUN
ajlm-1725	104	12	could	could	AUX
ajlm-1725	104	13	even	even	ADV
ajlm-1725	104	14	be	be	AUX
ajlm-1725	104	15	larger	large	ADJ
ajlm-1725	104	16	as	as	SCONJ
ajlm-1725	104	17	these	these	DET
ajlm-1725	104	18	facilities	facility	NOUN
ajlm-1725	104	19	could	could	AUX
ajlm-1725	104	20	potentially	potentially	ADV
ajlm-1725	104	21	offer	offer	VERB
ajlm-1725	104	22	phlebotomy	phlebotomy	NOUN
ajlm-1725	104	23	services	service	NOUN
ajlm-1725	104	24	to	to	ADP
ajlm-1725	104	25	patients	patient	NOUN
ajlm-1725	104	26	after	after	ADP
ajlm-1725	104	27	hours	hour	NOUN
ajlm-1725	104	28	and	and	CCONJ
ajlm-1725	104	29	on	on	ADP
ajlm-1725	104	30	weekends	weekend	NOUN
ajlm-1725	104	31	,	,	PUNCT
ajlm-1725	104	32	where	where	SCONJ
ajlm-1725	104	33	currently	currently	ADV
ajlm-1725	104	34	there	there	PRON
ajlm-1725	104	35	are	be	VERB
ajlm-1725	104	36	none	none	NOUN
ajlm-1725	104	37	.	.	PUNCT
ajlm-1725	105	1	conclusion	conclusion	NOUN
ajlm-1725	105	2	simple	simple	ADJ
ajlm-1725	105	3	solutions	solution	NOUN
ajlm-1725	105	4	are	be	AUX
ajlm-1725	105	5	frequently	frequently	ADV
ajlm-1725	105	6	overlooked	overlook	VERB
ajlm-1725	105	7	in	in	ADP
ajlm-1725	105	8	our	our	PRON
ajlm-1725	105	9	quest	quest	NOUN
ajlm-1725	105	10	to	to	PART
ajlm-1725	105	11	improve	improve	VERB
ajlm-1725	105	12	healthcare	healthcare	NOUN
ajlm-1725	105	13	.	.	PUNCT
ajlm-1725	106	1	delaying	delay	VERB
ajlm-1725	106	2	specimen	speciman	NOUN
ajlm-1725	106	3	pick	pick	VERB
ajlm-1725	106	4	-	-	PUNCT
ajlm-1725	106	5	up	up	ADP
ajlm-1725	106	6	times	time	NOUN
ajlm-1725	106	7	at	at	ADP
ajlm-1725	106	8	phc	phc	PROPN
ajlm-1725	106	9	facilities	facility	NOUN
ajlm-1725	106	10	by	by	ADP
ajlm-1725	106	11	an	an	DET
ajlm-1725	106	12	hour	hour	NOUN
ajlm-1725	106	13	can	can	AUX
ajlm-1725	106	14	improve	improve	VERB
ajlm-1725	106	15	patient	patient	ADJ
ajlm-1725	106	16	access	access	NOUN
ajlm-1725	106	17	to	to	ADP
ajlm-1725	106	18	vl	vl	NOUN
ajlm-1725	106	19	testing	testing	NOUN
ajlm-1725	106	20	at	at	ADP
ajlm-1725	106	21	no	no	DET
ajlm-1725	106	22	additional	additional	ADJ
ajlm-1725	106	23	cost	cost	NOUN
ajlm-1725	106	24	.	.	PUNCT
ajlm-1725	107	1	this	this	PRON
ajlm-1725	107	2	has	have	VERB
ajlm-1725	107	3	implications	implication	NOUN
ajlm-1725	107	4	beyond	beyond	ADP
ajlm-1725	107	5	vl	vl	NOUN
ajlm-1725	107	6	testing	testing	NOUN
ajlm-1725	107	7	and	and	CCONJ
ajlm-1725	107	8	extends	extend	VERB
ajlm-1725	107	9	to	to	ADP
ajlm-1725	107	10	all	all	DET
ajlm-1725	107	11	laboratory	laboratory	NOUN
ajlm-1725	107	12	diagnostics	diagnostic	NOUN
ajlm-1725	107	13	,	,	PUNCT
ajlm-1725	107	14	especially	especially	ADV
ajlm-1725	107	15	for	for	ADP
ajlm-1725	107	16	specimens	specimen	NOUN
ajlm-1725	107	17	whose	whose	DET
ajlm-1725	107	18	integrity	integrity	NOUN
ajlm-1725	107	19	can	can	AUX
ajlm-1725	107	20	be	be	AUX
ajlm-1725	107	21	compromised	compromise	VERB
ajlm-1725	107	22	without	without	ADP
ajlm-1725	107	23	refrigeration	refrigeration	NOUN
ajlm-1725	107	24	.	.	PUNCT
ajlm-1725	108	1	acknowledgements	acknowledgement	NOUN
ajlm-1725	108	2	the	the	DET
ajlm-1725	108	3	authors	author	NOUN
ajlm-1725	108	4	would	would	AUX
ajlm-1725	108	5	like	like	VERB
ajlm-1725	108	6	to	to	PART
ajlm-1725	108	7	thank	thank	VERB
ajlm-1725	108	8	the	the	DET
ajlm-1725	108	9	national	national	PROPN
ajlm-1725	108	10	health	health	PROPN
ajlm-1725	108	11	laboratory	laboratory	PROPN
ajlm-1725	108	12	service	service	NOUN
ajlm-1725	108	13	for	for	ADP
ajlm-1725	108	14	their	their	PRON
ajlm-1725	108	15	valuable	valuable	ADJ
ajlm-1725	108	16	input	input	NOUN
ajlm-1725	108	17	with	with	ADP
ajlm-1725	108	18	acquiring	acquire	VERB
ajlm-1725	108	19	the	the	DET
ajlm-1725	108	20	data	datum	NOUN
ajlm-1725	108	21	.	.	PUNCT
ajlm-1725	109	1	the	the	DET
ajlm-1725	109	2	results	result	NOUN
ajlm-1725	109	3	from	from	ADP
ajlm-1725	109	4	this	this	DET
ajlm-1725	109	5	manuscript	manuscript	NOUN
ajlm-1725	109	6	have	have	AUX
ajlm-1725	109	7	been	be	AUX
ajlm-1725	109	8	presented	present	VERB
ajlm-1725	109	9	at	at	ADP
ajlm-1725	109	10	the	the	DET
ajlm-1725	109	11	conference	conference	NOUN
ajlm-1725	109	12	on	on	ADP
ajlm-1725	109	13	retroviruses	retrovirus	NOUN
ajlm-1725	109	14	and	and	CCONJ
ajlm-1725	109	15	opportunistic	opportunistic	ADJ
ajlm-1725	109	16	infections	infection	NOUN
ajlm-1725	109	17	2020	2020	NUM
ajlm-1725	109	18	.	.	PUNCT
ajlm-1725	110	1	competing	compete	VERB
ajlm-1725	110	2	interests	interest	NOUN
ajlm-1725	110	3	the	the	DET
ajlm-1725	110	4	authors	author	NOUN
ajlm-1725	110	5	declare	declare	VERB
ajlm-1725	110	6	that	that	SCONJ
ajlm-1725	110	7	they	they	PRON
ajlm-1725	110	8	have	have	VERB
ajlm-1725	110	9	no	no	DET
ajlm-1725	110	10	financial	financial	ADJ
ajlm-1725	110	11	or	or	CCONJ
ajlm-1725	110	12	personal	personal	ADJ
ajlm-1725	110	13	relationships	relationship	NOUN
ajlm-1725	110	14	that	that	PRON
ajlm-1725	110	15	may	may	AUX
ajlm-1725	110	16	have	have	AUX
ajlm-1725	110	17	inappropriately	inappropriately	ADV
ajlm-1725	110	18	influenced	influence	VERB
ajlm-1725	110	19	them	they	PRON
ajlm-1725	110	20	in	in	ADP
ajlm-1725	110	21	writing	write	VERB
ajlm-1725	110	22	this	this	DET
ajlm-1725	110	23	article	article	NOUN
ajlm-1725	110	24	.	.	PUNCT
ajlm-1725	111	1	authors	author	NOUN
ajlm-1725	111	2	’	’	PART
ajlm-1725	111	3	contributions	contribution	NOUN
ajlm-1725	111	4	w.s	w.s	PROPN
ajlm-1725	111	5	.	.	PROPN
ajlm-1725	111	6	,	,	PUNCT
ajlm-1725	111	7	k.d	k.d	PROPN
ajlm-1725	111	8	.	.	PROPN
ajlm-1725	111	9	,	,	PUNCT
ajlm-1725	111	10	l.b	l.b	PROPN
ajlm-1725	111	11	.	.	PROPN
ajlm-1725	111	12	,	,	PUNCT
ajlm-1725	111	13	and	and	CCONJ
ajlm-1725	111	14	b.n	b.n	PROPN
ajlm-1725	111	15	.	.	PROPN
ajlm-1725	111	16	conceived	conceive	VERB
ajlm-1725	111	17	the	the	DET
ajlm-1725	111	18	project	project	NOUN
ajlm-1725	111	19	.	.	PUNCT
ajlm-1725	112	1	s.j.g	s.j.g	PROPN
ajlm-1725	112	2	.	.	PROPN
ajlm-1725	112	3	,	,	PUNCT
ajlm-1725	112	4	b.n	b.n	PROPN
ajlm-1725	112	5	.	.	PROPN
ajlm-1725	113	1	and	and	CCONJ
ajlm-1725	113	2	,	,	PUNCT
ajlm-1725	113	3	t.c	t.c	PROPN
ajlm-1725	113	4	.	.	PROPN
ajlm-1725	113	5	and	and	CCONJ
ajlm-1725	113	6	n.c	n.c	PROPN
ajlm-1725	113	7	.	.	PROPN
ajlm-1725	113	8	acquired	acquire	VERB
ajlm-1725	113	9	and	and	CCONJ
ajlm-1725	113	10	analysed	analyse	VERB
ajlm-1725	113	11	data	datum	NOUN
ajlm-1725	113	12	for	for	ADP
ajlm-1725	113	13	the	the	DET
ajlm-1725	113	14	model	model	NOUN
ajlm-1725	113	15	.	.	PUNCT
ajlm-1725	114	1	s.j.g	s.j.g	PROPN
ajlm-1725	114	2	.	.	PUNCT
ajlm-1725	115	1	and	and	CCONJ
ajlm-1725	115	2	b.n	b.n	PROPN
ajlm-1725	115	3	.	.	PROPN
ajlm-1725	115	4	developed	develop	VERB
ajlm-1725	115	5	the	the	DET
ajlm-1725	115	6	model	model	NOUN
ajlm-1725	115	7	.	.	PUNCT
ajlm-1725	116	1	s.j.g	s.j.g	PROPN
ajlm-1725	116	2	.	.	PUNCT
ajlm-1725	117	1	and	and	CCONJ
ajlm-1725	117	2	b.n	b.n	PROPN
ajlm-1725	117	3	.	.	PROPN
ajlm-1725	117	4	interpreted	interpret	VERB
ajlm-1725	117	5	model	model	NOUN
ajlm-1725	117	6	results	result	NOUN
ajlm-1725	117	7	.	.	PUNCT
ajlm-1725	118	1	s.j.g	s.j.g	PROPN
ajlm-1725	118	2	.	.	PUNCT
ajlm-1725	119	1	and	and	CCONJ
ajlm-1725	119	2	b.n	b.n	PROPN
ajlm-1725	119	3	.	.	PROPN
ajlm-1725	119	4	wrote	write	VERB
ajlm-1725	119	5	the	the	DET
ajlm-1725	119	6	first	first	ADJ
ajlm-1725	119	7	draft	draft	NOUN
ajlm-1725	119	8	of	of	ADP
ajlm-1725	119	9	the	the	DET
ajlm-1725	119	10	manuscript	manuscript	NOUN
ajlm-1725	119	11	.	.	PUNCT
ajlm-1725	120	1	s.j.g	s.j.g	AUX
ajlm-1725	120	2	.	.	PROPN
ajlm-1725	120	3	,	,	PUNCT
ajlm-1725	120	4	t.c	t.c	PROPN
ajlm-1725	120	5	.	.	PROPN
ajlm-1725	120	6	,	,	PUNCT
ajlm-1725	120	7	n.c	n.c	PROPN
ajlm-1725	120	8	,	,	PUNCT
ajlm-1725	120	9	f.o	f.o	PROPN
ajlm-1725	120	10	.	.	PROPN
ajlm-1725	120	11	,	,	PUNCT
ajlm-1725	120	12	p.s	p.s	PROPN
ajlm-1725	120	13	.	.	PROPN
ajlm-1725	120	14	,	,	PUNCT
ajlm-1725	120	15	k.d	k.d	PROPN
ajlm-1725	120	16	.	.	PROPN
ajlm-1725	120	17	,	,	PUNCT
ajlm-1725	120	18	l.b	l.b	PROPN
ajlm-1725	120	19	.	.	PROPN
ajlm-1725	120	20	,	,	PUNCT
ajlm-1725	120	21	d.c	d.c	PROPN
ajlm-1725	120	22	.	.	PROPN
ajlm-1725	120	23	,	,	PUNCT
ajlm-1725	120	24	w.s	w.s	PROPN
ajlm-1725	120	25	.	.	PROPN
ajlm-1725	120	26	and	and	CCONJ
ajlm-1725	120	27	b.n	b.n	PROPN
ajlm-1725	120	28	.	.	PROPN
ajlm-1725	120	29	read	read	PROPN
ajlm-1725	120	30	and	and	CCONJ
ajlm-1725	120	31	approved	approve	VERB
ajlm-1725	120	32	the	the	DET
ajlm-1725	120	33	final	final	ADJ
ajlm-1725	120	34	manuscript	manuscript	NOUN
ajlm-1725	120	35	.	.	PUNCT
ajlm-1725	121	1	sources	source	NOUN
ajlm-1725	121	2	of	of	ADP
ajlm-1725	121	3	support	support	NOUN
ajlm-1725	121	4	this	this	DET
ajlm-1725	121	5	work	work	NOUN
ajlm-1725	121	6	has	have	AUX
ajlm-1725	121	7	been	be	AUX
ajlm-1725	121	8	supported	support	VERB
ajlm-1725	121	9	by	by	ADP
ajlm-1725	121	10	the	the	DET
ajlm-1725	121	11	united	united	PROPN
ajlm-1725	121	12	states	states	PROPN
ajlm-1725	121	13	president	president	PROPN
ajlm-1725	121	14	’s	’s	PART
ajlm-1725	121	15	emergency	emergency	NOUN
ajlm-1725	121	16	plan	plan	NOUN
ajlm-1725	121	17	for	for	ADP
ajlm-1725	121	18	aids	aids	NOUN
ajlm-1725	121	19	relief	relief	NOUN
ajlm-1725	121	20	(	(	PUNCT
ajlm-1725	121	21	pepfar	pepfar	NOUN
ajlm-1725	121	22	)	)	PUNCT
ajlm-1725	121	23	through	through	ADP
ajlm-1725	121	24	the	the	DET
ajlm-1725	121	25	united	united	PROPN
ajlm-1725	121	26	states	states	PROPN
ajlm-1725	121	27	centers	center	NOUN
ajlm-1725	121	28	for	for	ADP
ajlm-1725	121	29	disease	disease	NOUN
ajlm-1725	121	30	control	control	NOUN
ajlm-1725	121	31	and	and	CCONJ
ajlm-1725	121	32	prevention	prevention	NOUN
ajlm-1725	121	33	under	under	ADP
ajlm-1725	121	34	the	the	DET
ajlm-1725	121	35	terms	term	NOUN
ajlm-1725	121	36	of	of	ADP
ajlm-1725	121	37	coag	coag	PROPN
ajlm-1725	121	38	5	5	NUM
ajlm-1725	121	39	nu2ggh001631	nu2ggh001631	PROPN
ajlm-1725	121	40	-	-	PUNCT
ajlm-1725	121	41	04	04	NUM
ajlm-1725	121	42	-	-	PUNCT
ajlm-1725	121	43	00	00	NUM
ajlm-1725	121	44	:	:	PUNCT
ajlm-1725	121	45	strengthening	strengthen	VERB
ajlm-1725	121	46	the	the	DET
ajlm-1725	121	47	delivery	delivery	NOUN
ajlm-1725	121	48	and	and	CCONJ
ajlm-1725	121	49	expanding	expand	VERB
ajlm-1725	121	50	access	access	NOUN
ajlm-1725	121	51	to	to	ADP
ajlm-1725	121	52	quality	quality	NOUN
ajlm-1725	121	53	laboratory	laboratory	NOUN
ajlm-1725	121	54	services	service	NOUN
ajlm-1725	121	55	and	and	CCONJ
ajlm-1725	121	56	enhancing	enhance	VERB
ajlm-1725	121	57	healthcare	healthcare	NOUN
ajlm-1725	121	58	worker	worker	NOUN
ajlm-1725	121	59	and	and	CCONJ
ajlm-1725	121	60	laboratory	laboratory	NOUN
ajlm-1725	121	61	safety	safety	NOUN
ajlm-1725	121	62	in	in	ADP
ajlm-1725	121	63	the	the	DET
ajlm-1725	121	64	republic	republic	NOUN
ajlm-1725	121	65	of	of	ADP
ajlm-1725	121	66	south	south	PROPN
ajlm-1725	121	67	africa	africa	PROPN
ajlm-1725	121	68	under	under	ADP
ajlm-1725	121	69	pepfar	pepfar	ADV
ajlm-1725	121	70	:	:	PUNCT
ajlm-1725	121	71	protocol	protocol	NOUN
ajlm-1725	121	72	number	number	NOUN
ajlm-1725	121	73	2019	2019	NUM
ajlm-1725	121	74	-	-	SYM
ajlm-1725	121	75	224	224	NUM
ajlm-1725	121	76	.	.	PUNCT
ajlm-1725	122	1	the	the	DET
ajlm-1725	122	2	findings	finding	NOUN
ajlm-1725	122	3	and	and	CCONJ
ajlm-1725	122	4	conclusions	conclusion	NOUN
ajlm-1725	122	5	in	in	ADP
ajlm-1725	122	6	the	the	DET
ajlm-1725	122	7	report	report	NOUN
ajlm-1725	122	8	are	be	AUX
ajlm-1725	122	9	those	those	PRON
ajlm-1725	122	10	of	of	ADP
ajlm-1725	122	11	the	the	DET
ajlm-1725	122	12	authors	author	NOUN
ajlm-1725	122	13	and	and	CCONJ
ajlm-1725	122	14	do	do	AUX
ajlm-1725	122	15	not	not	PART
ajlm-1725	122	16	necessarily	necessarily	ADV
ajlm-1725	122	17	represent	represent	VERB
ajlm-1725	122	18	the	the	DET
ajlm-1725	122	19	official	official	ADJ
ajlm-1725	122	20	position	position	NOUN
ajlm-1725	122	21	of	of	ADP
ajlm-1725	122	22	the	the	DET
ajlm-1725	122	23	funding	funding	NOUN
ajlm-1725	122	24	agencies	agency	NOUN
ajlm-1725	122	25	.	.	PUNCT
ajlm-1725	123	1	data	datum	NOUN
ajlm-1725	123	2	availability	availability	NOUN
ajlm-1725	123	3	there	there	PRON
ajlm-1725	123	4	are	be	VERB
ajlm-1725	123	5	restrictions	restriction	NOUN
ajlm-1725	123	6	to	to	ADP
ajlm-1725	123	7	the	the	DET
ajlm-1725	123	8	availability	availability	NOUN
ajlm-1725	123	9	of	of	ADP
ajlm-1725	123	10	the	the	DET
ajlm-1725	123	11	data	datum	NOUN
ajlm-1725	123	12	used	use	VERB
ajlm-1725	123	13	to	to	PART
ajlm-1725	123	14	perform	perform	VERB
ajlm-1725	123	15	the	the	DET
ajlm-1725	123	16	analysis	analysis	NOUN
ajlm-1725	123	17	presented	present	VERB
ajlm-1725	123	18	in	in	ADP
ajlm-1725	123	19	this	this	DET
ajlm-1725	123	20	manuscript	manuscript	NOUN
ajlm-1725	123	21	.	.	PUNCT
ajlm-1725	124	1	requests	request	NOUN
ajlm-1725	124	2	for	for	ADP
ajlm-1725	124	3	the	the	DET
ajlm-1725	124	4	underlying	underlie	VERB
ajlm-1725	124	5	data	datum	NOUN
ajlm-1725	124	6	used	use	VERB
ajlm-1725	124	7	in	in	ADP
ajlm-1725	124	8	this	this	DET
ajlm-1725	124	9	manuscript	manuscript	NOUN
ajlm-1725	124	10	need	need	VERB
ajlm-1725	124	11	to	to	PART
ajlm-1725	124	12	be	be	AUX
ajlm-1725	124	13	directed	direct	VERB
ajlm-1725	124	14	to	to	ADP
ajlm-1725	124	15	the	the	DET
ajlm-1725	124	16	national	national	PROPN
ajlm-1725	124	17	health	health	PROPN
ajlm-1725	124	18	laboratory	laboratory	PROPN
ajlm-1725	124	19	service	service	NOUN
ajlm-1725	124	20	.	.	PUNCT
ajlm-1725	125	1	(	(	PUNCT
ajlm-1725	125	2	https://www.nhls.ac.za/	https://www.nhls.ac.za/	NOUN
ajlm-1725	125	3	;	;	PUNCT
ajlm-1725	125	4	contact	contact	NOUN
ajlm-1725	125	5	person	person	NOUN
ajlm-1725	125	6	:	:	PUNCT
ajlm-1725	125	7	portia	portia	PROPN
ajlm-1725	125	8	sejake	sejake	PROPN
ajlm-1725	125	9	portia.sejake@nhls.ac.za	portia.sejake@nhls.ac.za	NUM
ajlm-1725	125	10	)	)	PUNCT
ajlm-1725	125	11	disclaimer	disclaimer	VERB
ajlm-1725	125	12	the	the	DET
ajlm-1725	125	13	views	view	NOUN
ajlm-1725	125	14	and	and	CCONJ
ajlm-1725	125	15	opinions	opinion	NOUN
ajlm-1725	125	16	expressed	express	VERB
ajlm-1725	125	17	in	in	ADP
ajlm-1725	125	18	this	this	DET
ajlm-1725	125	19	article	article	NOUN
ajlm-1725	125	20	are	be	AUX
ajlm-1725	125	21	those	those	PRON
ajlm-1725	125	22	of	of	ADP
ajlm-1725	125	23	the	the	DET
ajlm-1725	125	24	authors	author	NOUN
ajlm-1725	125	25	and	and	CCONJ
ajlm-1725	125	26	do	do	AUX
ajlm-1725	125	27	not	not	PART
ajlm-1725	125	28	necessarily	necessarily	ADV
ajlm-1725	125	29	reflect	reflect	VERB
ajlm-1725	125	30	the	the	DET
ajlm-1725	125	31	official	official	ADJ
ajlm-1725	125	32	policy	policy	NOUN
ajlm-1725	125	33	or	or	CCONJ
ajlm-1725	125	34	position	position	NOUN
ajlm-1725	125	35	of	of	ADP
ajlm-1725	125	36	any	any	DET
ajlm-1725	125	37	affiliated	affiliated	ADJ
ajlm-1725	125	38	agency	agency	NOUN
ajlm-1725	125	39	of	of	ADP
ajlm-1725	125	40	the	the	DET
ajlm-1725	125	41	authors	author	NOUN
ajlm-1725	125	42	.	.	PUNCT
ajlm-1725	126	1	references	reference	NOUN
ajlm-1725	126	2	national	national	PROPN
ajlm-1725	126	3	health	health	PROPN
ajlm-1725	126	4	laboratory	laboratory	PROPN
ajlm-1725	126	5	service	service	NOUN
ajlm-1725	126	6	.	.	PUNCT
ajlm-1725	127	1	about	about	ADP
ajlm-1725	127	2	us	we	PRON
ajlm-1725	127	3	[	[	X
ajlm-1725	127	4	cited	cite	VERB
ajlm-1725	127	5	2022	2022	NUM
ajlm-1725	127	6	feb	feb	NOUN
ajlm-1725	127	7	11	11	NUM
ajlm-1725	127	8	]	]	PUNCT
ajlm-1725	127	9	.	.	PUNCT
ajlm-1725	128	1	available	available	ADJ
ajlm-1725	128	2	from	from	ADP
ajlm-1725	128	3	:	:	PUNCT
ajlm-1725	128	4	https://www.nhls.ac.za/about-us/	https://www.nhls.ac.za/about-us/	PROPN
ajlm-1725	128	5	world	world	PROPN
ajlm-1725	128	6	health	health	NOUN
ajlm-1725	128	7	organization	organization	NOUN
ajlm-1725	128	8	.	.	PUNCT
ajlm-1725	129	1	chapter	chapter	NOUN
ajlm-1725	129	2	4.1	4.1	NUM
ajlm-1725	129	3	:	:	PUNCT
ajlm-1725	129	4	clinical	clinical	ADJ
ajlm-1725	129	5	guidelines	guideline	NOUN
ajlm-1725	129	6	:	:	PUNCT
ajlm-1725	129	7	antiretroviral	antiretroviral	ADJ
ajlm-1725	129	8	therapy	therapy	NOUN
ajlm-1725	129	9	.	.	PUNCT
ajlm-1725	130	1	in	in	ADP
ajlm-1725	130	2	:	:	PUNCT
ajlm-1725	130	3	consolidated	consolidated	ADJ
ajlm-1725	130	4	guidelines	guideline	NOUN
ajlm-1725	130	5	on	on	ADP
ajlm-1725	130	6	the	the	DET
ajlm-1725	130	7	use	use	NOUN
ajlm-1725	130	8	of	of	ADP
ajlm-1725	130	9	antiretroviral	antiretroviral	ADJ
ajlm-1725	130	10	drugs	drug	NOUN
ajlm-1725	130	11	for	for	ADP
ajlm-1725	130	12	treating	treat	VERB
ajlm-1725	130	13	and	and	CCONJ
ajlm-1725	130	14	preventing	prevent	VERB
ajlm-1725	130	15	hiv	hiv	PROPN
ajlm-1725	130	16	infection	infection	NOUN
ajlm-1725	131	1	[	[	X
ajlm-1725	131	2	homepage	homepage	NOUN
ajlm-1725	131	3	on	on	ADP
ajlm-1725	131	4	the	the	DET
ajlm-1725	131	5	internet	internet	NOUN
ajlm-1725	131	6	]	]	PUNCT
ajlm-1725	131	7	.	.	PUNCT
ajlm-1725	132	1	2016	2016	NUM
ajlm-1725	133	1	[	[	X
ajlm-1725	133	2	cited	cite	VERB
ajlm-1725	133	3	2022	2022	NUM
ajlm-1725	133	4	sept	sept	PROPN
ajlm-1725	133	5	22	22	NUM
ajlm-1725	133	6	]	]	PUNCT
ajlm-1725	133	7	.	.	PUNCT
ajlm-1725	134	1	available	available	ADJ
ajlm-1725	134	2	from	from	ADP
ajlm-1725	134	3	:	:	PUNCT
ajlm-1725	134	4	https://nationalgovernment.co.za/entity_annual/1714/2018-national-health-laboratory-service-(nhls)-annual-report.pdf	https://nationalgovernment.co.za/entity_annual/1714/2018-national-health-laboratory-service-(nhls)-annual-report.pdf	NOUN
ajlm-1725	134	5	pascoe	pascoe	PROPN
ajlm-1725	134	6	s	s	PROPN
ajlm-1725	134	7	,	,	PUNCT
ajlm-1725	134	8	huber	huber	PROPN
ajlm-1725	134	9	a	a	PROPN
ajlm-1725	134	10	,	,	PUNCT
ajlm-1725	134	11	murphy	murphy	PROPN
ajlm-1725	134	12	j	j	PROPN
ajlm-1725	134	13	,	,	PUNCT
ajlm-1725	134	14	et	et	PROPN
ajlm-1725	134	15	al	al	PROPN
ajlm-1725	134	16	.	.	PUNCT
ajlm-1725	135	1	identifying	identify	VERB
ajlm-1725	135	2	gaps	gap	NOUN
ajlm-1725	135	3	in	in	ADP
ajlm-1725	135	4	viral	viral	ADJ
ajlm-1725	135	5	load	load	NOUN
ajlm-1725	135	6	monitoring	monitoring	NOUN
ajlm-1725	135	7	:	:	PUNCT
ajlm-1725	135	8	results	result	NOUN
ajlm-1725	135	9	from	from	ADP
ajlm-1725	135	10	an	an	DET
ajlm-1725	135	11	evaluation	evaluation	NOUN
ajlm-1725	135	12	of	of	ADP
ajlm-1725	135	13	viral	viral	ADJ
ajlm-1725	135	14	load	load	NOUN
ajlm-1725	135	15	reporting	report	VERB
ajlm-1725	135	16	at	at	ADP
ajlm-1725	135	17	primary	primary	ADJ
ajlm-1725	135	18	health	health	NOUN
ajlm-1725	135	19	care	care	NOUN
ajlm-1725	135	20	facilities	facility	NOUN
ajlm-1725	135	21	in	in	ADP
ajlm-1725	135	22	south	south	PROPN
ajlm-1725	135	23	africa	africa	PROPN
ajlm-1725	135	24	.	.	PUNCT
ajlm-1725	136	1	in	in	ADP
ajlm-1725	136	2	aids	aids	PROPN
ajlm-1725	136	3	2018	2018	NUM
ajlm-1725	136	4	abstract	abstract	ADJ
ajlm-1725	136	5	book	book	NOUN
ajlm-1725	136	6	:	:	PUNCT
ajlm-1725	136	7	aids	aids	PROPN
ajlm-1725	136	8	2018	2018	NUM
ajlm-1725	136	9	22nd	22nd	NOUN
ajlm-1725	136	10	international	international	ADJ
ajlm-1725	136	11	aids	aids	PROPN
ajlm-1725	136	12	conference	conference	NOUN
ajlm-1725	136	13	–	–	PUNCT
ajlm-1725	136	14	amsterdam	amsterdam	NOUN
ajlm-1725	136	15	.	.	PUNCT
ajlm-1725	136	16	2018	2018	NUM
ajlm-1725	136	17	.	.	PUNCT
ajlm-1725	137	1	euvrard	euvrard	PROPN
ajlm-1725	137	2	j	j	PROPN
ajlm-1725	137	3	,	,	PUNCT
ajlm-1725	137	4	schulz	schulz	PROPN
ajlm-1725	137	5	t	t	PROPN
ajlm-1725	137	6	,	,	PUNCT
ajlm-1725	137	7	hilderbrand	hilderbrand	PROPN
ajlm-1725	137	8	k	k	PROPN
ajlm-1725	137	9	,	,	PUNCT
ajlm-1725	137	10	et	et	PROPN
ajlm-1725	137	11	al	al	PROPN
ajlm-1725	137	12	.	.	PUNCT
ajlm-1725	138	1	how	how	SCONJ
ajlm-1725	138	2	accurately	accurately	ADV
ajlm-1725	138	3	do	do	AUX
ajlm-1725	138	4	routinely	routinely	ADV
ajlm-1725	138	5	reported	report	VERB
ajlm-1725	138	6	hiv	hiv	PROPN
ajlm-1725	138	7	viral	viral	ADJ
ajlm-1725	138	8	load	load	NOUN
ajlm-1725	138	9	suppression	suppression	NOUN
ajlm-1725	138	10	proportions	proportion	NOUN
ajlm-1725	138	11	reflect	reflect	VERB
ajlm-1725	138	12	progress	progress	NOUN
ajlm-1725	138	13	towards	towards	ADP
ajlm-1725	138	14	the	the	DET
ajlm-1725	138	15	90	90	NUM
ajlm-1725	138	16	-	-	PUNCT
ajlm-1725	138	17	90	90	NUM
ajlm-1725	138	18	-	-	PUNCT
ajlm-1725	138	19	90	90	NUM
ajlm-1725	138	20	target	target	NOUN
ajlm-1725	138	21	in	in	ADP
ajlm-1725	138	22	the	the	DET
ajlm-1725	138	23	population	population	NOUN
ajlm-1725	138	24	on	on	ADP
ajlm-1725	138	25	antiretroviral	antiretroviral	ADJ
ajlm-1725	138	26	treatment	treatment	NOUN
ajlm-1725	138	27	in	in	ADP
ajlm-1725	138	28	khayelitsha	khayelitsha	PROPN
ajlm-1725	138	29	,	,	PUNCT
ajlm-1725	138	30	south	south	PROPN
ajlm-1725	138	31	africa	africa	PROPN
ajlm-1725	138	32	?	?	PUNCT
ajlm-1725	139	1	s	s	PART
ajlm-1725	139	2	afr	afr	PROPN
ajlm-1725	139	3	med	med	PROPN
ajlm-1725	139	4	j.	j.	PROPN
ajlm-1725	139	5	2019	2019	NUM
ajlm-1725	139	6	mar	mar	PROPN
ajlm-1725	139	7	1;109(3):174–177	1;109(3):174–177	NUM
ajlm-1725	139	8	.	.	PUNCT
ajlm-1725	140	1	https://doi.org/10.7196/samj.2019.v109i3.13456	https://doi.org/10.7196/samj.2019.v109i3.13456	PROPN
ajlm-1725	140	2	murphy	murphy	PROPN
ajlm-1725	140	3	ra	ra	PROPN
ajlm-1725	140	4	,	,	PUNCT
ajlm-1725	140	5	court	court	NOUN
ajlm-1725	140	6	r	r	NOUN
ajlm-1725	140	7	,	,	PUNCT
ajlm-1725	140	8	maartens	maarten	NOUN
ajlm-1725	140	9	g	g	NOUN
ajlm-1725	140	10	,	,	PUNCT
ajlm-1725	140	11	sunpath	sunpath	PROPN
ajlm-1725	140	12	h.	h.	PROPN
ajlm-1725	140	13	second	second	ADJ
ajlm-1725	140	14	-	-	PUNCT
ajlm-1725	140	15	line	line	NOUN
ajlm-1725	140	16	antiretroviral	antiretroviral	ADJ
ajlm-1725	140	17	therapy	therapy	NOUN
ajlm-1725	140	18	in	in	ADP
ajlm-1725	140	19	sub	sub	ADJ
ajlm-1725	140	20	-	-	ADJ
ajlm-1725	140	21	saharan	saharan	ADJ
ajlm-1725	140	22	africa	africa	PROPN
ajlm-1725	140	23	:	:	PUNCT
ajlm-1725	140	24	it	it	PRON
ajlm-1725	140	25	is	be	AUX
ajlm-1725	140	26	time	time	NOUN
ajlm-1725	140	27	to	to	PART
ajlm-1725	140	28	mind	mind	VERB
ajlm-1725	140	29	the	the	DET
ajlm-1725	140	30	gaps	gap	NOUN
ajlm-1725	140	31	.	.	PUNCT
ajlm-1725	141	1	aids	aids	PROPN
ajlm-1725	141	2	res	re	NOUN
ajlm-1725	141	3	hum	hum	ADJ
ajlm-1725	141	4	retroviruses	retrovirus	NOUN
ajlm-1725	141	5	.	.	PUNCT
ajlm-1725	142	1	2017;33(12):1181–1184	2017;33(12):1181–1184	X
ajlm-1725	142	2	.	.	PUNCT
ajlm-1725	142	3	https://doi.org/10.1089/aid.2017.0134	https://doi.org/10.1089/aid.2017.0134	PROPN
ajlm-1725	142	4	drain	drain	PROPN
ajlm-1725	142	5	pk	pk	PROPN
ajlm-1725	142	6	,	,	PUNCT
ajlm-1725	142	7	dorward	dorward	PROPN
ajlm-1725	142	8	j	j	PROPN
ajlm-1725	142	9	,	,	PUNCT
ajlm-1725	142	10	violette	violette	PROPN
ajlm-1725	142	11	lr	lr	PROPN
ajlm-1725	142	12	,	,	PUNCT
ajlm-1725	142	13	et	et	PROPN
ajlm-1725	142	14	al	al	PROPN
ajlm-1725	142	15	.	.	PUNCT
ajlm-1725	142	16	point	point	PROPN
ajlm-1725	142	17	-	-	PUNCT
ajlm-1725	142	18	of	of	ADP
ajlm-1725	142	19	-	-	PUNCT
ajlm-1725	142	20	care	care	NOUN
ajlm-1725	142	21	hiv	hiv	PROPN
ajlm-1725	142	22	viral	viral	ADJ
ajlm-1725	142	23	load	load	NOUN
ajlm-1725	142	24	testing	testing	NOUN
ajlm-1725	142	25	combined	combine	VERB
ajlm-1725	142	26	with	with	ADP
ajlm-1725	142	27	task	task	NOUN
ajlm-1725	142	28	shifting	shift	VERB
ajlm-1725	142	29	to	to	PART
ajlm-1725	142	30	improve	improve	VERB
ajlm-1725	142	31	treatment	treatment	NOUN
ajlm-1725	142	32	outcomes	outcome	NOUN
ajlm-1725	142	33	(	(	PUNCT
ajlm-1725	142	34	stream	stream	NOUN
ajlm-1725	142	35	):	):	PUNCT
ajlm-1725	142	36	findings	finding	NOUN
ajlm-1725	142	37	from	from	ADP
ajlm-1725	142	38	an	an	DET
ajlm-1725	142	39	open	open	ADJ
ajlm-1725	142	40	-	-	PUNCT
ajlm-1725	142	41	label	label	NOUN
ajlm-1725	142	42	,	,	PUNCT
ajlm-1725	142	43	non	non	ADJ
ajlm-1725	142	44	-	-	NOUN
ajlm-1725	142	45	inferiority	inferiority	NOUN
ajlm-1725	142	46	,	,	PUNCT
ajlm-1725	142	47	randomised	randomise	VERB
ajlm-1725	142	48	controlled	control	VERB
ajlm-1725	142	49	trial	trial	NOUN
ajlm-1725	142	50	.	.	PUNCT
ajlm-1725	143	1	lancet	lancet	PROPN
ajlm-1725	143	2	hiv	hiv	PROPN
ajlm-1725	143	3	.	.	PUNCT
ajlm-1725	144	1	2020;7(4):e229	2020;7(4):e229	PROPN
ajlm-1725	144	2	–	–	PUNCT
ajlm-1725	144	3	e237	e237	PROPN
ajlm-1725	144	4	.	.	PUNCT
ajlm-1725	145	1	https://doi.org/10.1016/s2352-3018(19)30402-3	https://doi.org/10.1016/s2352-3018(19)30402-3	PROPN
ajlm-1725	145	2	nichols	nichols	PROPN
ajlm-1725	145	3	be	be	AUX
ajlm-1725	145	4	,	,	PUNCT
ajlm-1725	145	5	girdwood	girdwood	PROPN
ajlm-1725	145	6	sj	sj	PROPN
ajlm-1725	145	7	,	,	PUNCT
ajlm-1725	145	8	crompton	crompton	PROPN
ajlm-1725	145	9	t	t	PROPN
ajlm-1725	145	10	,	,	PUNCT
ajlm-1725	145	11	et	et	PROPN
ajlm-1725	145	12	al	al	PROPN
ajlm-1725	145	13	.	.	PROPN
ajlm-1725	145	14	impact	impact	NOUN
ajlm-1725	145	15	of	of	ADP
ajlm-1725	145	16	a	a	DET
ajlm-1725	145	17	borderless	borderless	ADJ
ajlm-1725	145	18	sample	sample	NOUN
ajlm-1725	145	19	transport	transport	NOUN
ajlm-1725	145	20	network	network	NOUN
ajlm-1725	145	21	for	for	ADP
ajlm-1725	145	22	scaling	scale	VERB
ajlm-1725	145	23	up	up	ADP
ajlm-1725	145	24	viral	viral	ADJ
ajlm-1725	145	25	load	load	NOUN
ajlm-1725	145	26	monitoring	monitoring	NOUN
ajlm-1725	145	27	:	:	PUNCT
ajlm-1725	145	28	results	result	NOUN
ajlm-1725	145	29	of	of	ADP
ajlm-1725	145	30	a	a	DET
ajlm-1725	145	31	geospatial	geospatial	ADJ
ajlm-1725	145	32	optimization	optimization	NOUN
ajlm-1725	145	33	model	model	NOUN
ajlm-1725	145	34	for	for	ADP
ajlm-1725	145	35	zambia	zambia	PROPN
ajlm-1725	145	36	.	.	PUNCT
ajlm-1725	146	1	j	j	PROPN
ajlm-1725	146	2	int	int	PROPN
ajlm-1725	146	3	aids	aids	PROPN
ajlm-1725	146	4	soc	soc	NOUN
ajlm-1725	146	5	.	.	PUNCT
ajlm-1725	147	1	2018;21(12):e25206	2018;21(12):e25206	NUM
ajlm-1725	147	2	.	.	PUNCT
ajlm-1725	148	1	https://doi.org/10.1002/jia2.25206	https://doi.org/10.1002/jia2.25206	PROPN
ajlm-1725	148	2	esri	esri	PROPN
ajlm-1725	148	3	.	.	PUNCT
ajlm-1725	149	1	arcgis	arcgis	PROPN
ajlm-1725	149	2	pro	pro	PROPN
ajlm-1725	149	3	.	.	PUNCT
ajlm-1725	150	1	network	network	NOUN
ajlm-1725	150	2	analyst	analyst	NOUN
ajlm-1725	150	3	tool	tool	NOUN
ajlm-1725	150	4	.	.	PUNCT
ajlm-1725	151	1	release	release	VERB
ajlm-1725	151	2	10.7	10.7	NUM
ajlm-1725	151	3	.	.	PUNCT
ajlm-1725	152	1	redlands	redland	NOUN
ajlm-1725	152	2	,	,	PUNCT
ajlm-1725	152	3	ca	can	AUX
ajlm-1725	152	4	:	:	PUNCT
ajlm-1725	152	5	environment	environment	NOUN
ajlm-1725	152	6	systems	systems	PROPN
ajlm-1725	152	7	research	research	PROPN
ajlm-1725	152	8	institute	institute	PROPN
ajlm-1725	152	9	(	(	PUNCT
ajlm-1725	152	10	esri	esri	PROPN
ajlm-1725	152	11	)	)	PUNCT
ajlm-1725	152	12	;	;	PUNCT
ajlm-1725	152	13	2020	2020	NUM
ajlm-1725	152	14	.	.	PUNCT
ajlm-1725	153	1	statacorp	statacorp	PROPN
ajlm-1725	153	2	.	.	PROPN
ajlm-1725	153	3	stata	stata	PROPN
ajlm-1725	153	4	statistical	statistical	ADJ
ajlm-1725	153	5	software	software	NOUN
ajlm-1725	153	6	:	:	PUNCT
ajlm-1725	153	7	release	release	VERB
ajlm-1725	153	8	15	15	NUM
ajlm-1725	153	9	.	.	PUNCT
ajlm-1725	154	1	college	college	NOUN
ajlm-1725	154	2	station	station	NOUN
ajlm-1725	154	3	,	,	PUNCT
ajlm-1725	154	4	tx	tx	PROPN
ajlm-1725	154	5	:	:	PUNCT
ajlm-1725	154	6	statacorp	statacorp	PROPN
ajlm-1725	154	7	lp	lp	NOUN
ajlm-1725	154	8	;	;	PUNCT
ajlm-1725	154	9	2017	2017	NUM
ajlm-1725	154	10	.	.	PUNCT
ajlm-1725	155	1	fox	fox	PROPN
ajlm-1725	155	2	mp	mp	PROPN
ajlm-1725	155	3	,	,	PUNCT
ajlm-1725	155	4	brennan	brennan	PROPN
ajlm-1725	155	5	at	at	ADP
ajlm-1725	155	6	,	,	PUNCT
ajlm-1725	155	7	nattey	nattey	ADV
ajlm-1725	155	8	c	c	AUX
ajlm-1725	155	9	,	,	PUNCT
ajlm-1725	155	10	et	et	PROPN
ajlm-1725	155	11	al	al	PROPN
ajlm-1725	155	12	.	.	PUNCT
ajlm-1725	155	13	delays	delay	NOUN
ajlm-1725	155	14	in	in	ADP
ajlm-1725	155	15	repeat	repeat	PROPN
ajlm-1725	155	16	hiv	hiv	PROPN
ajlm-1725	155	17	viral	viral	ADJ
ajlm-1725	155	18	load	load	NOUN
ajlm-1725	155	19	testing	testing	NOUN
ajlm-1725	155	20	for	for	ADP
ajlm-1725	155	21	those	those	PRON
ajlm-1725	155	22	with	with	ADP
ajlm-1725	155	23	elevated	elevated	ADJ
ajlm-1725	155	24	viral	viral	ADJ
ajlm-1725	155	25	loads	load	NOUN
ajlm-1725	155	26	:	:	PUNCT
ajlm-1725	155	27	a	a	DET
ajlm-1725	155	28	national	national	ADJ
ajlm-1725	155	29	perspective	perspective	NOUN
ajlm-1725	155	30	from	from	ADP
ajlm-1725	155	31	south	south	PROPN
ajlm-1725	155	32	africa	africa	PROPN
ajlm-1725	155	33	.	.	PUNCT
ajlm-1725	156	1	j	j	PROPN
ajlm-1725	156	2	int	int	PROPN
ajlm-1725	156	3	aids	aids	PROPN
ajlm-1725	156	4	soc	soc	PROPN
ajlm-1725	156	5	.	.	PUNCT
ajlm-1725	157	1	2020;23(7):e25542	2020;23(7):e25542	X
ajlm-1725	157	2	.	.	PUNCT
ajlm-1725	158	1	https://doi.org/10.1002/jia2.25542	https://doi.org/10.1002/jia2.25542	PROPN
ajlm-1725	158	2	long	long	ADJ
ajlm-1725	158	3	l	l	NOUN
ajlm-1725	158	4	,	,	PUNCT
ajlm-1725	158	5	batiancila	batiancila	PROPN
ajlm-1725	158	6	r	r	NOUN
ajlm-1725	158	7	,	,	PUNCT
ajlm-1725	158	8	girdwood	girdwood	PROPN
ajlm-1725	158	9	s	s	PROPN
ajlm-1725	158	10	,	,	PUNCT
ajlm-1725	158	11	majuba	majuba	PROPN
ajlm-1725	158	12	p	p	X
ajlm-1725	158	13	,	,	PUNCT
ajlm-1725	158	14	rosen	rosen	PROPN
ajlm-1725	158	15	s	s	PROPN
ajlm-1725	158	16	,	,	PUNCT
ajlm-1725	158	17	lince	lince	NOUN
ajlm-1725	158	18	-	-	PUNCT
ajlm-1725	158	19	deroche	deroche	NOUN
ajlm-1725	158	20	n.	n.	PROPN
ajlm-1725	158	21	booked	book	VERB
ajlm-1725	158	22	appointments	appointment	NOUN
ajlm-1725	158	23	system	system	NOUN
ajlm-1725	158	24	:	:	PUNCT
ajlm-1725	158	25	an	an	DET
ajlm-1725	158	26	evaluation	evaluation	NOUN
ajlm-1725	158	27	of	of	ADP
ajlm-1725	158	28	the	the	DET
ajlm-1725	158	29	acceptability	acceptability	NOUN
ajlm-1725	158	30	and	and	CCONJ
ajlm-1725	158	31	feasibility	feasibility	NOUN
ajlm-1725	158	32	of	of	ADP
ajlm-1725	158	33	booked	book	VERB
ajlm-1725	158	34	appointments	appointment	NOUN
ajlm-1725	158	35	in	in	ADP
ajlm-1725	158	36	a	a	DET
ajlm-1725	158	37	large	large	ADJ
ajlm-1725	158	38	hiv	hiv	PROPN
ajlm-1725	158	39	clinic	clinic	PROPN
ajlm-1725	158	40	in	in	ADP
ajlm-1725	158	41	johannesburg	johannesburg	PROPN
ajlm-1725	158	42	,	,	PUNCT
ajlm-1725	158	43	south	south	PROPN
ajlm-1725	158	44	africa	africa	PROPN
ajlm-1725	159	1	[	[	X
ajlm-1725	159	2	serial	serial	ADJ
ajlm-1725	159	3	online	online	NOUN
ajlm-1725	159	4	]	]	PUNCT
ajlm-1725	159	5	.	.	PUNCT
ajlm-1725	160	1	2022	2022	NUM
ajlm-1725	161	1	[	[	X
ajlm-1725	161	2	cited	cite	VERB
ajlm-1725	161	3	2020	2020	NUM
ajlm-1725	161	4	dec	dec	PROPN
ajlm-1725	161	5	]	]	X
ajlm-1725	161	6	.	.	PUNCT
ajlm-1725	162	1	available	available	ADJ
ajlm-1725	162	2	from	from	ADP
ajlm-1725	162	3	:	:	PUNCT
ajlm-1725	162	4	https://www.medrxiv.org/content/10.1101/2022.06.30.22277110v1	https://www.medrxiv.org/content/10.1101/2022.06.30.22277110v1	NOUN
ajlm-1725	162	5	unaids	unaid	NOUN
ajlm-1725	162	6	.	.	PUNCT
ajlm-1725	163	1	fast	fast	ADJ
ajlm-1725	163	2	-	-	PUNCT
ajlm-1725	163	3	track	track	NOUN
ajlm-1725	163	4	.	.	PUNCT
ajlm-1725	164	1	ending	end	VERB
ajlm-1725	164	2	the	the	DET
ajlm-1725	164	3	aids	aids	PROPN
ajlm-1725	164	4	epidemic	epidemic	NOUN
ajlm-1725	164	5	by	by	ADP
ajlm-1725	164	6	2030	2030	NUM
ajlm-1725	164	7	[	[	X
ajlm-1725	164	8	homepage	homepage	NOUN
ajlm-1725	164	9	on	on	ADP
ajlm-1725	164	10	the	the	DET
ajlm-1725	164	11	internet	internet	NOUN
ajlm-1725	164	12	]	]	PUNCT
ajlm-1725	164	13	.	.	PUNCT
ajlm-1725	165	1	2014	2014	NUM
ajlm-1725	166	1	[	[	X
ajlm-1725	166	2	cited	cite	VERB
ajlm-1725	166	3	2020	2020	NUM
ajlm-1725	166	4	nov	nov	NOUN
ajlm-1725	166	5	3	3	NUM
ajlm-1725	166	6	]	]	PUNCT
ajlm-1725	166	7	.	.	PUNCT
ajlm-1725	167	1	available	available	ADJ
ajlm-1725	167	2	from	from	ADP
ajlm-1725	167	3	:	:	PUNCT
ajlm-1725	167	4	https://www.unaids.org/en/resources/documents/2014/jc2686_wad2014report	https://www.unaids.org/en/resources/documents/2014/jc2686_wad2014report	PROPN
ajlm-1725	167	5	nichols	nichols	PROPN
ajlm-1725	167	6	be	be	AUX
ajlm-1725	167	7	,	,	PUNCT
ajlm-1725	167	8	girdwood	girdwood	PROPN
ajlm-1725	167	9	sj	sj	PROPN
ajlm-1725	167	10	,	,	PUNCT
ajlm-1725	167	11	shibemba	shibemba	NOUN
ajlm-1725	167	12	a	a	X
ajlm-1725	167	13	,	,	PUNCT
ajlm-1725	167	14	et	et	PROPN
ajlm-1725	167	15	al	al	PROPN
ajlm-1725	167	16	.	.	PROPN
ajlm-1725	167	17	cost	cost	NOUN
ajlm-1725	167	18	and	and	CCONJ
ajlm-1725	167	19	impact	impact	NOUN
ajlm-1725	167	20	of	of	ADP
ajlm-1725	167	21	dried	dry	VERB
ajlm-1725	167	22	blood	blood	NOUN
ajlm-1725	167	23	spot	spot	NOUN
ajlm-1725	167	24	versus	versus	ADP
ajlm-1725	167	25	plasma	plasma	NOUN
ajlm-1725	167	26	separation	separation	NOUN
ajlm-1725	167	27	card	card	NOUN
ajlm-1725	167	28	for	for	ADP
ajlm-1725	167	29	scale	scale	NOUN
ajlm-1725	167	30	-	-	PUNCT
ajlm-1725	167	31	up	up	NOUN
ajlm-1725	167	32	of	of	ADP
ajlm-1725	167	33	viral	viral	ADJ
ajlm-1725	167	34	load	load	NOUN
ajlm-1725	167	35	testing	testing	NOUN
ajlm-1725	167	36	in	in	ADP
ajlm-1725	167	37	resource	resource	NOUN
ajlm-1725	167	38	limited	limited	ADJ
ajlm-1725	167	39	settings	setting	NOUN
ajlm-1725	167	40	.	.	PUNCT
ajlm-1725	168	1	clin	clin	PROPN
ajlm-1725	168	2	infect	infect	PROPN
ajlm-1725	168	3	dis	dis	PROPN
ajlm-1725	168	4	.	.	PUNCT
ajlm-1725	169	1	2019;70(6):1014–1020	2019;70(6):1014–1020	NUM
ajlm-1725	169	2	.	.	PUNCT
ajlm-1725	170	1	https://doi.org/10.1093/cid/ciz338	https://doi.org/10.1093/cid/ciz338	PROPN
ajlm-1725	170	2	hardie	hardie	PROPN
ajlm-1725	170	3	d	d	PROPN
ajlm-1725	170	4	,	,	PUNCT
ajlm-1725	170	5	korsman	korsman	PROPN
ajlm-1725	170	6	s	s	PROPN
ajlm-1725	170	7	,	,	PUNCT
ajlm-1725	170	8	ameer	ameer	PROPN
ajlm-1725	170	9	s	s	PROPN
ajlm-1725	170	10	,	,	PUNCT
ajlm-1725	170	11	vojnov	vojnov	NOUN
ajlm-1725	170	12	l	l	PROPN
ajlm-1725	170	13	,	,	PUNCT
ajlm-1725	170	14	hsiao	hsiao	PROPN
ajlm-1725	170	15	n	n	PROPN
ajlm-1725	170	16	-	-	PUNCT
ajlm-1725	170	17	y.	y.	NOUN
ajlm-1725	170	18	reliability	reliability	NOUN
ajlm-1725	170	19	of	of	ADP
ajlm-1725	170	20	plasma	plasma	NOUN
ajlm-1725	170	21	hiv	hiv	PROPN
ajlm-1725	170	22	viral	viral	ADJ
ajlm-1725	170	23	load	load	NOUN
ajlm-1725	170	24	testing	testing	NOUN
ajlm-1725	170	25	beyond	beyond	ADP
ajlm-1725	170	26	24	24	NUM
ajlm-1725	170	27	hours	hour	NOUN
ajlm-1725	170	28	:	:	PUNCT
ajlm-1725	171	1	insights	insight	NOUN
ajlm-1725	171	2	gained	gain	VERB
ajlm-1725	171	3	from	from	ADP
ajlm-1725	171	4	a	a	DET
ajlm-1725	171	5	study	study	NOUN
ajlm-1725	171	6	in	in	ADP
ajlm-1725	171	7	a	a	DET
ajlm-1725	171	8	routine	routine	ADJ
ajlm-1725	171	9	diagnostic	diagnostic	ADJ
ajlm-1725	171	10	laboratory	laboratory	NOUN
ajlm-1725	171	11	.	.	PUNCT
ajlm-1725	172	1	plos	plos	PROPN
ajlm-1725	172	2	one	one	NUM
ajlm-1725	172	3	.	.	PUNCT
ajlm-1725	173	1	2019;14(7):e0219381	2019;14(7):e0219381	X
ajlm-1725	173	2	.	.	PUNCT
ajlm-1725	174	1	https://doi.org/10.1371/journal.pone.0219381	https://doi.org/10.1371/journal.pone.0219381	PROPN
ajlm-1725	174	2	girdwood	girdwood	PROPN
ajlm-1725	174	3	s	s	PROPN
ajlm-1725	174	4	,	,	PUNCT
ajlm-1725	174	5	crompton	crompton	PROPN
ajlm-1725	174	6	t	t	PROPN
ajlm-1725	174	7	,	,	PUNCT
ajlm-1725	174	8	sharma	sharma	PROPN
ajlm-1725	174	9	m	m	PROPN
ajlm-1725	174	10	,	,	PUNCT
ajlm-1725	174	11	et	et	PROPN
ajlm-1725	174	12	al	al	PROPN
ajlm-1725	174	13	.	.	PUNCT
ajlm-1725	174	14	cost	cost	NOUN
ajlm-1725	174	15	-	-	PUNCT
ajlm-1725	174	16	effectiveness	effectiveness	NOUN
ajlm-1725	174	17	of	of	ADP
ajlm-1725	174	18	adoption	adoption	NOUN
ajlm-1725	174	19	strategies	strategy	NOUN
ajlm-1725	174	20	for	for	ADP
ajlm-1725	174	21	point	point	NOUN
ajlm-1725	174	22	of	of	ADP
ajlm-1725	174	23	care	care	NOUN
ajlm-1725	174	24	hiv	hiv	PROPN
ajlm-1725	174	25	viral	viral	ADJ
ajlm-1725	174	26	load	load	NOUN
ajlm-1725	174	27	monitoring	monitoring	NOUN
ajlm-1725	174	28	in	in	ADP
ajlm-1725	174	29	south	south	PROPN
ajlm-1725	174	30	africa	africa	PROPN
ajlm-1725	174	31	.	.	PUNCT
ajlm-1725	175	1	eclinicalmedicine	eclinicalmedicine	PROPN
ajlm-1725	175	2	.	.	PUNCT
ajlm-1725	176	1	2020;28:100607	2020;28:100607	NUM
ajlm-1725	176	2	.	.	PUNCT
ajlm-1725	177	1	https://doi.org/10.1016/j.eclinm.2020.100607	https://doi.org/10.1016/j.eclinm.2020.100607	PROPN
ajlm-1725	177	2	girdwood	girdwood	PROPN
ajlm-1725	177	3	sj	sj	PROPN
ajlm-1725	177	4	,	,	PUNCT
ajlm-1725	177	5	nichols	nichols	PROPN
ajlm-1725	177	6	be	be	PROPN
ajlm-1725	177	7	,	,	PUNCT
ajlm-1725	177	8	moyo	moyo	PROPN
ajlm-1725	177	9	c	c	PROPN
ajlm-1725	177	10	,	,	PUNCT
ajlm-1725	177	11	crompton	crompton	PROPN
ajlm-1725	177	12	t	t	PROPN
ajlm-1725	177	13	,	,	PUNCT
ajlm-1725	177	14	chimhamhiwa	chimhamhiwa	NOUN
ajlm-1725	177	15	d	d	PROPN
ajlm-1725	177	16	,	,	PUNCT
ajlm-1725	177	17	rosen	rosen	PROPN
ajlm-1725	177	18	s.	s.	PROPN
ajlm-1725	177	19	optimizing	optimize	VERB
ajlm-1725	177	20	viral	viral	ADJ
ajlm-1725	177	21	load	load	NOUN
ajlm-1725	177	22	testing	testing	NOUN
ajlm-1725	177	23	access	access	NOUN
ajlm-1725	177	24	for	for	ADP
ajlm-1725	177	25	the	the	DET
ajlm-1725	177	26	last	last	ADJ
ajlm-1725	177	27	mile	mile	NOUN
ajlm-1725	177	28	:	:	PUNCT
ajlm-1725	177	29	geospatial	geospatial	ADJ
ajlm-1725	177	30	cost	cost	NOUN
ajlm-1725	177	31	model	model	NOUN
ajlm-1725	177	32	for	for	ADP
ajlm-1725	177	33	point	point	NOUN
ajlm-1725	177	34	of	of	ADP
ajlm-1725	177	35	care	care	NOUN
ajlm-1725	177	36	instrument	instrument	NOUN
ajlm-1725	177	37	placement	placement	NOUN
ajlm-1725	177	38	.	.	PUNCT
ajlm-1725	178	1	plos	plos	PROPN
ajlm-1725	178	2	one	one	NUM
ajlm-1725	178	3	.	.	PUNCT
ajlm-1725	179	1	2019;14(8):1–13	2019;14(8):1–13	X
ajlm-1725	179	2	.	.	PUNCT
ajlm-1725	180	1	https://doi.org/10.1371/journal.pone.0221586	https://doi.org/10.1371/journal.pone.0221586	PROPN
ajlm-1725	180	2	nichols	nichols	PROPN
ajlm-1725	180	3	k	k	PROPN
ajlm-1725	180	4	,	,	PUNCT
ajlm-1725	180	5	girdwood	girdwood	PROPN
ajlm-1725	180	6	sj	sj	PROPN
ajlm-1725	180	7	,	,	PUNCT
ajlm-1725	180	8	inglis	inglis	PROPN
ajlm-1725	180	9	a	a	PROPN
ajlm-1725	180	10	,	,	PUNCT
ajlm-1725	180	11	et	et	PROPN
ajlm-1725	180	12	al	al	PROPN
ajlm-1725	180	13	.	.	PUNCT
ajlm-1725	181	1	bringing	bring	VERB
ajlm-1725	181	2	data	datum	NOUN
ajlm-1725	181	3	analytics	analytic	NOUN
ajlm-1725	181	4	to	to	ADP
ajlm-1725	181	5	the	the	DET
ajlm-1725	181	6	design	design	NOUN
ajlm-1725	181	7	of	of	ADP
ajlm-1725	181	8	optimized	optimize	VERB
ajlm-1725	181	9	diagnostic	diagnostic	ADJ
ajlm-1725	181	10	networks	network	NOUN
ajlm-1725	181	11	in	in	ADP
ajlm-1725	181	12	lowand	lowand	ADJ
ajlm-1725	181	13	middle	middle	ADJ
ajlm-1725	181	14	-	-	PUNCT
ajlm-1725	181	15	income	income	NOUN
ajlm-1725	181	16	countries	country	NOUN
ajlm-1725	181	17	:	:	PUNCT
ajlm-1725	181	18	process	process	NOUN
ajlm-1725	181	19	,	,	PUNCT
ajlm-1725	181	20	terms	term	NOUN
ajlm-1725	181	21	and	and	CCONJ
ajlm-1725	181	22	definitions	definition	NOUN
ajlm-1725	181	23	.	.	PUNCT
ajlm-1725	182	1	diagnostics	diagnostic	NOUN
ajlm-1725	182	2	.	.	PUNCT
ajlm-1725	183	1	2021;11(1):22	2021;11(1):22	X
ajlm-1725	183	2	.	.	PUNCT
ajlm-1725	183	3	https://doi.org/10.3390/diagnostics11010022	https://doi.org/10.3390/diagnostics11010022	PROPN
ajlm-1725	183	4	glencross	glencross	PROPN
ajlm-1725	183	5	dk	dk	PROPN
ajlm-1725	183	6	,	,	PUNCT
ajlm-1725	183	7	coetzee	coetzee	PROPN
ajlm-1725	183	8	lm	lm	PROPN
ajlm-1725	183	9	,	,	PUNCT
ajlm-1725	183	10	cassim	cassim	PROPN
ajlm-1725	183	11	n.	n.	PROPN
ajlm-1725	183	12	an	an	DET
ajlm-1725	183	13	integrated	integrate	VERB
ajlm-1725	183	14	tiered	tiere	VERB
ajlm-1725	183	15	service	service	NOUN
ajlm-1725	183	16	delivery	delivery	NOUN
ajlm-1725	183	17	model	model	NOUN
ajlm-1725	183	18	(	(	PUNCT
ajlm-1725	183	19	itsdm	itsdm	PROPN
ajlm-1725	183	20	)	)	PUNCT
ajlm-1725	183	21	based	base	VERB
ajlm-1725	183	22	on	on	ADP
ajlm-1725	183	23	local	local	ADJ
ajlm-1725	183	24	cd4	cd4	PROPN
ajlm-1725	183	25	testing	testing	NOUN
ajlm-1725	183	26	demands	demand	NOUN
ajlm-1725	183	27	can	can	AUX
ajlm-1725	183	28	improve	improve	VERB
ajlm-1725	183	29	turn	turn	NOUN
ajlm-1725	183	30	-	-	PUNCT
ajlm-1725	183	31	around	around	ADP
ajlm-1725	183	32	times	time	NOUN
ajlm-1725	183	33	and	and	CCONJ
ajlm-1725	183	34	save	save	VERB
ajlm-1725	183	35	costs	cost	NOUN
ajlm-1725	183	36	whilst	whilst	SCONJ
ajlm-1725	183	37	ensuring	ensure	VERB
ajlm-1725	183	38	accessible	accessible	ADJ
ajlm-1725	183	39	and	and	CCONJ
ajlm-1725	183	40	scalable	scalable	ADJ
ajlm-1725	183	41	cd4	cd4	PROPN
ajlm-1725	183	42	services	service	NOUN
ajlm-1725	183	43	across	across	ADP
ajlm-1725	183	44	a	a	DET
ajlm-1725	183	45	national	national	ADJ
ajlm-1725	183	46	programme	programme	NOUN
ajlm-1725	183	47	.	.	PUNCT
ajlm-1725	184	1	plos	plos	PROPN
ajlm-1725	184	2	one	one	NUM
ajlm-1725	184	3	.	.	PUNCT
ajlm-1725	185	1	2014;9(12):e114727	2014;9(12):e114727	NOUN
ajlm-1725	185	2	.	.	PUNCT
ajlm-1725	186	1	https://doi.org/10.1371/journal.pone.0114727	https://doi.org/10.1371/journal.pone.0114727	PROPN