id	sid	tid	token	lemma	pos
ajlm-2953	1	1	abstract	abstract	ADJ
ajlm-2953	1	2	introduction	introduction	NOUN
ajlm-2953	1	3	methods	method	NOUN
ajlm-2953	1	4	results	result	VERB
ajlm-2953	1	5	discussion	discussion	NOUN
ajlm-2953	1	6	acknowledgements	acknowledgement	NOUN
ajlm-2953	1	7	references	reference	NOUN
ajlm-2953	1	8	about	about	ADP
ajlm-2953	1	9	the	the	DET
ajlm-2953	1	10	author(s	author(s	NOUN
ajlm-2953	1	11	)	)	PUNCT
ajlm-2953	1	12	mo	mo	PROPN
ajlm-2953	1	13	se	se	PROPN
ajlm-2953	1	14	kwon	kwon	PROPN
ajlm-2953	1	15	division	division	PROPN
ajlm-2953	1	16	of	of	ADP
ajlm-2953	1	17	medical	medical	ADJ
ajlm-2953	1	18	virology	virology	NOUN
ajlm-2953	1	19	,	,	PUNCT
ajlm-2953	1	20	department	department	NOUN
ajlm-2953	1	21	of	of	ADP
ajlm-2953	1	22	pathology	pathology	PROPN
ajlm-2953	1	23	,	,	PUNCT
ajlm-2953	1	24	faculty	faculty	NOUN
ajlm-2953	1	25	of	of	ADP
ajlm-2953	1	26	health	health	NOUN
ajlm-2953	1	27	sciences	sciences	PROPN
ajlm-2953	1	28	,	,	PUNCT
ajlm-2953	1	29	university	university	NOUN
ajlm-2953	1	30	of	of	ADP
ajlm-2953	1	31	cape	cape	PROPN
ajlm-2953	1	32	town	town	NOUN
ajlm-2953	1	33	,	,	PUNCT
ajlm-2953	1	34	cape	cape	NOUN
ajlm-2953	1	35	town	town	NOUN
ajlm-2953	1	36	,	,	PUNCT
ajlm-2953	1	37	south	south	PROPN
ajlm-2953	1	38	africa	africa	PROPN
ajlm-2953	1	39	national	national	PROPN
ajlm-2953	1	40	health	health	PROPN
ajlm-2953	1	41	laboratory	laboratory	PROPN
ajlm-2953	1	42	service	service	PROPN
ajlm-2953	1	43	,	,	PUNCT
ajlm-2953	1	44	cape	cape	NOUN
ajlm-2953	1	45	town	town	NOUN
ajlm-2953	1	46	,	,	PUNCT
ajlm-2953	1	47	south	south	PROPN
ajlm-2953	1	48	africa	africa	PROPN
ajlm-2953	1	49	khumo	khumo	PROPN
ajlm-2953	1	50	o.	o.	NOUN
ajlm-2953	1	51	sematle	sematle	NOUN
ajlm-2953	1	52	division	division	NOUN
ajlm-2953	1	53	of	of	ADP
ajlm-2953	1	54	medical	medical	ADJ
ajlm-2953	1	55	virology	virology	NOUN
ajlm-2953	1	56	,	,	PUNCT
ajlm-2953	1	57	department	department	NOUN
ajlm-2953	1	58	of	of	ADP
ajlm-2953	1	59	pathology	pathology	PROPN
ajlm-2953	1	60	,	,	PUNCT
ajlm-2953	1	61	faculty	faculty	NOUN
ajlm-2953	1	62	of	of	ADP
ajlm-2953	1	63	health	health	NOUN
ajlm-2953	1	64	sciences	sciences	PROPN
ajlm-2953	1	65	,	,	PUNCT
ajlm-2953	1	66	university	university	NOUN
ajlm-2953	1	67	of	of	ADP
ajlm-2953	1	68	cape	cape	PROPN
ajlm-2953	1	69	town	town	NOUN
ajlm-2953	1	70	,	,	PUNCT
ajlm-2953	1	71	cape	cape	NOUN
ajlm-2953	1	72	town	town	NOUN
ajlm-2953	1	73	,	,	PUNCT
ajlm-2953	1	74	south	south	PROPN
ajlm-2953	1	75	africa	africa	PROPN
ajlm-2953	1	76	national	national	PROPN
ajlm-2953	1	77	health	health	PROPN
ajlm-2953	1	78	laboratory	laboratory	PROPN
ajlm-2953	1	79	service	service	PROPN
ajlm-2953	1	80	,	,	PUNCT
ajlm-2953	1	81	cape	cape	NOUN
ajlm-2953	1	82	town	town	NOUN
ajlm-2953	1	83	,	,	PUNCT
ajlm-2953	1	84	south	south	PROPN
ajlm-2953	1	85	africa	africa	PROPN
ajlm-2953	1	86	lucia	lucia	PROPN
ajlm-2953	1	87	hans	hans	PROPN
ajlm-2953	1	88	department	department	PROPN
ajlm-2953	1	89	of	of	ADP
ajlm-2953	1	90	molecular	molecular	ADJ
ajlm-2953	1	91	medicine	medicine	NOUN
ajlm-2953	1	92	and	and	CCONJ
ajlm-2953	1	93	haematology	haematology	NOUN
ajlm-2953	1	94	,	,	PUNCT
ajlm-2953	1	95	faculty	faculty	NOUN
ajlm-2953	1	96	of	of	ADP
ajlm-2953	1	97	health	health	NOUN
ajlm-2953	1	98	sciences	sciences	PROPN
ajlm-2953	1	99	,	,	PUNCT
ajlm-2953	1	100	university	university	NOUN
ajlm-2953	1	101	of	of	ADP
ajlm-2953	1	102	the	the	DET
ajlm-2953	1	103	witwatersrand	witwatersrand	NOUN
ajlm-2953	1	104	,	,	PUNCT
ajlm-2953	1	105	johannesburg	johannesburg	PROPN
ajlm-2953	1	106	,	,	PUNCT
ajlm-2953	1	107	south	south	PROPN
ajlm-2953	1	108	africa	africa	PROPN
ajlm-2953	1	109	national	national	PROPN
ajlm-2953	1	110	priority	priority	PROPN
ajlm-2953	1	111	programme	programme	PROPN
ajlm-2953	1	112	,	,	PUNCT
ajlm-2953	1	113	national	national	PROPN
ajlm-2953	1	114	health	health	PROPN
ajlm-2953	1	115	laboratory	laboratory	PROPN
ajlm-2953	1	116	service	service	PROPN
ajlm-2953	1	117	,	,	PUNCT
ajlm-2953	1	118	johannesburg	johannesburg	PROPN
ajlm-2953	1	119	,	,	PUNCT
ajlm-2953	1	120	south	south	PROPN
ajlm-2953	1	121	africa	africa	PROPN
ajlm-2953	1	122	stephen	stephen	PROPN
ajlm-2953	1	123	korsman	korsman	PROPN
ajlm-2953	1	124	division	division	PROPN
ajlm-2953	1	125	of	of	ADP
ajlm-2953	1	126	medical	medical	ADJ
ajlm-2953	1	127	virology	virology	NOUN
ajlm-2953	1	128	,	,	PUNCT
ajlm-2953	1	129	department	department	NOUN
ajlm-2953	1	130	of	of	ADP
ajlm-2953	1	131	pathology	pathology	PROPN
ajlm-2953	1	132	,	,	PUNCT
ajlm-2953	1	133	faculty	faculty	NOUN
ajlm-2953	1	134	of	of	ADP
ajlm-2953	1	135	health	health	NOUN
ajlm-2953	1	136	sciences	sciences	PROPN
ajlm-2953	1	137	,	,	PUNCT
ajlm-2953	1	138	university	university	NOUN
ajlm-2953	1	139	of	of	ADP
ajlm-2953	1	140	cape	cape	PROPN
ajlm-2953	1	141	town	town	NOUN
ajlm-2953	1	142	,	,	PUNCT
ajlm-2953	1	143	cape	cape	NOUN
ajlm-2953	1	144	town	town	NOUN
ajlm-2953	1	145	,	,	PUNCT
ajlm-2953	1	146	south	south	PROPN
ajlm-2953	1	147	africa	africa	PROPN
ajlm-2953	1	148	national	national	PROPN
ajlm-2953	1	149	health	health	PROPN
ajlm-2953	1	150	laboratory	laboratory	PROPN
ajlm-2953	1	151	service	service	PROPN
ajlm-2953	1	152	,	,	PUNCT
ajlm-2953	1	153	cape	cape	NOUN
ajlm-2953	1	154	town	town	NOUN
ajlm-2953	1	155	,	,	PUNCT
ajlm-2953	1	156	south	south	PROPN
ajlm-2953	1	157	africa	africa	PROPN
ajlm-2953	1	158	nei	nei	PROPN
ajlm-2953	1	159	-	-	PUNCT
ajlm-2953	1	160	yuan	yuan	PROPN
ajlm-2953	1	161	hsiao	hsiao	PROPN
ajlm-2953	1	162	division	division	PROPN
ajlm-2953	1	163	of	of	ADP
ajlm-2953	1	164	medical	medical	ADJ
ajlm-2953	1	165	virology	virology	NOUN
ajlm-2953	1	166	,	,	PUNCT
ajlm-2953	1	167	department	department	NOUN
ajlm-2953	1	168	of	of	ADP
ajlm-2953	1	169	pathology	pathology	PROPN
ajlm-2953	1	170	,	,	PUNCT
ajlm-2953	1	171	faculty	faculty	NOUN
ajlm-2953	1	172	of	of	ADP
ajlm-2953	1	173	health	health	NOUN
ajlm-2953	1	174	sciences	sciences	PROPN
ajlm-2953	1	175	,	,	PUNCT
ajlm-2953	1	176	university	university	NOUN
ajlm-2953	1	177	of	of	ADP
ajlm-2953	1	178	cape	cape	PROPN
ajlm-2953	1	179	town	town	NOUN
ajlm-2953	1	180	,	,	PUNCT
ajlm-2953	1	181	cape	cape	NOUN
ajlm-2953	1	182	town	town	NOUN
ajlm-2953	1	183	,	,	PUNCT
ajlm-2953	1	184	south	south	PROPN
ajlm-2953	1	185	africa	africa	PROPN
ajlm-2953	1	186	national	national	PROPN
ajlm-2953	1	187	health	health	PROPN
ajlm-2953	1	188	laboratory	laboratory	PROPN
ajlm-2953	1	189	service	service	PROPN
ajlm-2953	1	190	,	,	PUNCT
ajlm-2953	1	191	cape	cape	NOUN
ajlm-2953	1	192	town	town	NOUN
ajlm-2953	1	193	,	,	PUNCT
ajlm-2953	1	194	south	south	PROPN
ajlm-2953	1	195	africa	africa	PROPN
ajlm-2953	1	196	diana	diana	PROPN
ajlm-2953	1	197	r.	r.	PROPN
ajlm-2953	1	198	hardie	hardie	PROPN
ajlm-2953	1	199	division	division	PROPN
ajlm-2953	1	200	of	of	ADP
ajlm-2953	1	201	medical	medical	ADJ
ajlm-2953	1	202	virology	virology	NOUN
ajlm-2953	1	203	,	,	PUNCT
ajlm-2953	1	204	department	department	NOUN
ajlm-2953	1	205	of	of	ADP
ajlm-2953	1	206	pathology	pathology	PROPN
ajlm-2953	1	207	,	,	PUNCT
ajlm-2953	1	208	faculty	faculty	NOUN
ajlm-2953	1	209	of	of	ADP
ajlm-2953	1	210	health	health	NOUN
ajlm-2953	1	211	sciences	sciences	PROPN
ajlm-2953	1	212	,	,	PUNCT
ajlm-2953	1	213	university	university	NOUN
ajlm-2953	1	214	of	of	ADP
ajlm-2953	1	215	cape	cape	PROPN
ajlm-2953	1	216	town	town	NOUN
ajlm-2953	1	217	,	,	PUNCT
ajlm-2953	1	218	cape	cape	NOUN
ajlm-2953	1	219	town	town	NOUN
ajlm-2953	1	220	,	,	PUNCT
ajlm-2953	1	221	south	south	PROPN
ajlm-2953	1	222	africa	africa	PROPN
ajlm-2953	1	223	national	national	PROPN
ajlm-2953	1	224	health	health	PROPN
ajlm-2953	1	225	laboratory	laboratory	PROPN
ajlm-2953	1	226	service	service	PROPN
ajlm-2953	1	227	,	,	PUNCT
ajlm-2953	1	228	cape	cape	NOUN
ajlm-2953	1	229	town	town	NOUN
ajlm-2953	1	230	,	,	PUNCT
ajlm-2953	1	231	south	south	PROPN
ajlm-2953	1	232	africa	africa	PROPN
ajlm-2953	1	233	citation	citation	PROPN
ajlm-2953	1	234	kwon	kwon	VERB
ajlm-2953	1	235	ms	ms	PROPN
ajlm-2953	1	236	,	,	PUNCT
ajlm-2953	1	237	sematle	sematle	VERB
ajlm-2953	1	238	ko	ko	PROPN
ajlm-2953	1	239	,	,	PUNCT
ajlm-2953	1	240	hans	hans	PROPN
ajlm-2953	1	241	l	l	PROPN
ajlm-2953	1	242	,	,	PUNCT
ajlm-2953	1	243	et	et	PROPN
ajlm-2953	1	244	al	al	PROPN
ajlm-2953	1	245	.	.	PUNCT
ajlm-2953	2	1	using	use	VERB
ajlm-2953	2	2	data	datum	NOUN
ajlm-2953	2	3	science	science	NOUN
ajlm-2953	2	4	to	to	PART
ajlm-2953	2	5	investigate	investigate	VERB
ajlm-2953	2	6	rising	rise	VERB
ajlm-2953	2	7	hiv	hiv	PROPN
ajlm-2953	2	8	low	low	ADJ
ajlm-2953	2	9	-	-	PUNCT
ajlm-2953	2	10	level	level	NOUN
ajlm-2953	2	11	viraemia	viraemia	NOUN
ajlm-2953	2	12	results	result	NOUN
ajlm-2953	2	13	at	at	ADP
ajlm-2953	2	14	groote	groote	PROPN
ajlm-2953	2	15	schuur	schuur	PROPN
ajlm-2953	2	16	laboratory	laboratory	PROPN
ajlm-2953	2	17	in	in	ADP
ajlm-2953	2	18	south	south	PROPN
ajlm-2953	2	19	africa	africa	PROPN
ajlm-2953	2	20	.	.	PUNCT
ajlm-2953	3	1	afr	afr	PROPN
ajlm-2953	3	2	j	j	PROPN
ajlm-2953	3	3	lab	lab	PROPN
ajlm-2953	3	4	med	med	PROPN
ajlm-2953	3	5	.	.	PUNCT
ajlm-2953	4	1	2025;14(1	2025;14(1	NUM
ajlm-2953	4	2	)	)	PUNCT
ajlm-2953	4	3	,	,	PUNCT
ajlm-2953	4	4	a2953	a2953	PROPN
ajlm-2953	4	5	.	.	PUNCT
ajlm-2953	4	6	https://doi.org/10.4102/ajlm.v14i1.2953	https://doi.org/10.4102/ajlm.v14i1.2953	NOUN
ajlm-2953	4	7	note	note	VERB
ajlm-2953	4	8	:	:	PUNCT
ajlm-2953	4	9	additional	additional	ADJ
ajlm-2953	4	10	supporting	support	VERB
ajlm-2953	4	11	information	information	NOUN
ajlm-2953	4	12	is	be	AUX
ajlm-2953	4	13	available	available	ADJ
ajlm-2953	4	14	for	for	ADP
ajlm-2953	4	15	download	download	NOUN
ajlm-2953	4	16	alongside	alongside	ADP
ajlm-2953	4	17	the	the	DET
ajlm-2953	4	18	online	online	ADJ
ajlm-2953	4	19	version	version	NOUN
ajlm-2953	4	20	of	of	ADP
ajlm-2953	4	21	this	this	DET
ajlm-2953	4	22	article	article	NOUN
ajlm-2953	4	23	as	as	ADP
ajlm-2953	4	24	online	online	ADJ
ajlm-2953	4	25	supplementary	supplementary	ADJ
ajlm-2953	4	26	document	document	NOUN
ajlm-2953	4	27	1	1	NUM
ajlm-2953	4	28	.	.	PUNCT
ajlm-2953	4	29	original	original	ADJ
ajlm-2953	4	30	research	research	NOUN
ajlm-2953	4	31	using	use	VERB
ajlm-2953	4	32	data	datum	NOUN
ajlm-2953	4	33	science	science	NOUN
ajlm-2953	4	34	to	to	PART
ajlm-2953	4	35	investigate	investigate	VERB
ajlm-2953	4	36	rising	rise	VERB
ajlm-2953	4	37	hiv	hiv	PROPN
ajlm-2953	4	38	low	low	ADJ
ajlm-2953	4	39	-	-	PUNCT
ajlm-2953	4	40	level	level	NOUN
ajlm-2953	4	41	viraemia	viraemia	NOUN
ajlm-2953	4	42	results	result	NOUN
ajlm-2953	4	43	at	at	ADP
ajlm-2953	4	44	groote	groote	PROPN
ajlm-2953	4	45	schuur	schuur	PROPN
ajlm-2953	4	46	laboratory	laboratory	PROPN
ajlm-2953	4	47	in	in	ADP
ajlm-2953	4	48	south	south	PROPN
ajlm-2953	4	49	africa	africa	PROPN
ajlm-2953	4	50	mo	mo	PROPN
ajlm-2953	4	51	se	se	PROPN
ajlm-2953	4	52	kwon	kwon	PROPN
ajlm-2953	4	53	,	,	PUNCT
ajlm-2953	4	54	khumo	khumo	NOUN
ajlm-2953	4	55	o.	o.	NOUN
ajlm-2953	4	56	sematle	sematle	NOUN
ajlm-2953	4	57	,	,	PUNCT
ajlm-2953	4	58	lucia	lucia	PROPN
ajlm-2953	4	59	hans	hans	PROPN
ajlm-2953	4	60	,	,	PUNCT
ajlm-2953	4	61	stephen	stephen	PROPN
ajlm-2953	4	62	korsman	korsman	PROPN
ajlm-2953	4	63	,	,	PUNCT
ajlm-2953	4	64	nei	nei	PROPN
ajlm-2953	4	65	-	-	PUNCT
ajlm-2953	4	66	yuan	yuan	PROPN
ajlm-2953	4	67	hsiao	hsiao	PROPN
ajlm-2953	4	68	,	,	PUNCT
ajlm-2953	4	69	diana	diana	PROPN
ajlm-2953	4	70	r.	r.	PROPN
ajlm-2953	4	71	hardie	hardie	PROPN
ajlm-2953	4	72	received	receive	VERB
ajlm-2953	4	73	:	:	PUNCT
ajlm-2953	4	74	25	25	NUM
ajlm-2953	4	75	july	july	PROPN
ajlm-2953	4	76	2025	2025	NUM
ajlm-2953	4	77	;	;	PUNCT
ajlm-2953	4	78	accepted	accept	VERB
ajlm-2953	4	79	:	:	PUNCT
ajlm-2953	4	80	05	05	NUM
ajlm-2953	4	81	nov	nov	PROPN
ajlm-2953	4	82	.	.	PROPN
ajlm-2953	4	83	2025	2025	NUM
ajlm-2953	4	84	;	;	PUNCT
ajlm-2953	4	85	published	publish	VERB
ajlm-2953	4	86	:	:	PUNCT
ajlm-2953	4	87	20	20	NUM
ajlm-2953	4	88	dec	dec	PROPN
ajlm-2953	4	89	.	.	PROPN
ajlm-2953	5	1	2025	2025	NUM
ajlm-2953	5	2	copyright	copyright	NOUN
ajlm-2953	5	3	:	:	PUNCT
ajlm-2953	5	4	©	©	PROPN
ajlm-2953	5	5	2025	2025	NUM
ajlm-2953	5	6	.	.	PUNCT
ajlm-2953	6	1	the	the	DET
ajlm-2953	6	2	author(s	author(s	PROPN
ajlm-2953	6	3	)	)	PUNCT
ajlm-2953	6	4	.	.	PUNCT
ajlm-2953	7	1	licensee	licensee	NOUN
ajlm-2953	7	2	:	:	PUNCT
ajlm-2953	7	3	aosis	aosis	NOUN
ajlm-2953	7	4	.	.	PUNCT
ajlm-2953	8	1	this	this	DET
ajlm-2953	8	2	work	work	NOUN
ajlm-2953	8	3	is	be	AUX
ajlm-2953	8	4	licensed	license	VERB
ajlm-2953	8	5	under	under	ADP
ajlm-2953	8	6	the	the	DET
ajlm-2953	8	7	creative	creative	ADJ
ajlm-2953	8	8	commons	common	NOUN
ajlm-2953	8	9	attribution	attribution	NOUN
ajlm-2953	8	10	4.0	4.0	NUM
ajlm-2953	8	11	international	international	NOUN
ajlm-2953	8	12	(	(	PUNCT
ajlm-2953	8	13	cc	cc	NOUN
ajlm-2953	8	14	by	by	ADP
ajlm-2953	8	15	4.0	4.0	NUM
ajlm-2953	8	16	)	)	PUNCT
ajlm-2953	8	17	license	license	NOUN
ajlm-2953	8	18	(	(	PUNCT
ajlm-2953	8	19	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajlm-2953	8	20	)	)	PUNCT
ajlm-2953	8	21	.	.	PUNCT
ajlm-2953	9	1	abstract	abstract	ADJ
ajlm-2953	9	2	background	background	NOUN
ajlm-2953	9	3	:	:	PUNCT
ajlm-2953	9	4	following	follow	VERB
ajlm-2953	9	5	a	a	DET
ajlm-2953	9	6	major	major	ADJ
ajlm-2953	9	7	service	service	NOUN
ajlm-2953	9	8	disruption	disruption	NOUN
ajlm-2953	9	9	across	across	ADP
ajlm-2953	9	10	the	the	DET
ajlm-2953	9	11	national	national	PROPN
ajlm-2953	9	12	health	health	PROPN
ajlm-2953	9	13	laboratory	laboratory	PROPN
ajlm-2953	9	14	service	service	PROPN
ajlm-2953	9	15	,	,	PUNCT
ajlm-2953	9	16	backlogged	backlogge	VERB
ajlm-2953	9	17	hiv	hiv	PROPN
ajlm-2953	9	18	viral	viral	ADJ
ajlm-2953	9	19	load	load	NOUN
ajlm-2953	9	20	(	(	PUNCT
ajlm-2953	9	21	vl	vl	NOUN
ajlm-2953	9	22	)	)	PUNCT
ajlm-2953	9	23	specimens	specimen	NOUN
ajlm-2953	9	24	from	from	ADP
ajlm-2953	9	25	limpopo	limpopo	PROPN
ajlm-2953	9	26	province	province	PROPN
ajlm-2953	9	27	were	be	AUX
ajlm-2953	9	28	rerouted	reroute	VERB
ajlm-2953	9	29	to	to	ADP
ajlm-2953	9	30	groote	groote	VERB
ajlm-2953	9	31	schuur	schuur	PROPN
ajlm-2953	9	32	hospital	hospital	PROPN
ajlm-2953	9	33	(	(	PUNCT
ajlm-2953	9	34	gsh	gsh	PROPN
ajlm-2953	9	35	)	)	PUNCT
ajlm-2953	9	36	laboratory	laboratory	NOUN
ajlm-2953	9	37	in	in	ADP
ajlm-2953	9	38	the	the	DET
ajlm-2953	9	39	western	western	ADJ
ajlm-2953	9	40	cape	cape	NOUN
ajlm-2953	9	41	province	province	NOUN
ajlm-2953	9	42	.	.	PUNCT
ajlm-2953	10	1	during	during	ADP
ajlm-2953	10	2	this	this	DET
ajlm-2953	10	3	time	time	NOUN
ajlm-2953	10	4	,	,	PUNCT
ajlm-2953	10	5	an	an	DET
ajlm-2953	10	6	increase	increase	NOUN
ajlm-2953	10	7	in	in	ADP
ajlm-2953	10	8	low	low	ADJ
ajlm-2953	10	9	-	-	PUNCT
ajlm-2953	10	10	level	level	NOUN
ajlm-2953	10	11	viraemia	viraemia	NOUN
ajlm-2953	10	12	(	(	PUNCT
ajlm-2953	10	13	llv	llv	NOUN
ajlm-2953	10	14	;	;	PUNCT
ajlm-2953	10	15	50	50	NUM
ajlm-2953	10	16	copies	copy	NOUN
ajlm-2953	10	17	/	/	SYM
ajlm-2953	10	18	ml	ml	NUM
ajlm-2953	10	19	–	–	PUNCT
ajlm-2953	10	20	1000	1000	NUM
ajlm-2953	10	21	copies	copy	NOUN
ajlm-2953	10	22	/	/	SYM
ajlm-2953	10	23	ml	ml	NOUN
ajlm-2953	10	24	)	)	PUNCT
ajlm-2953	10	25	was	be	AUX
ajlm-2953	10	26	observed	observe	VERB
ajlm-2953	10	27	at	at	ADP
ajlm-2953	10	28	the	the	DET
ajlm-2953	10	29	gsh	gsh	PROPN
ajlm-2953	10	30	laboratory	laboratory	NOUN
ajlm-2953	10	31	,	,	PUNCT
ajlm-2953	10	32	raising	raise	VERB
ajlm-2953	10	33	concerns	concern	NOUN
ajlm-2953	10	34	about	about	ADP
ajlm-2953	10	35	possible	possible	ADJ
ajlm-2953	10	36	pre	pre	ADJ
ajlm-2953	10	37	-	-	ADJ
ajlm-2953	10	38	analytical	analytical	ADJ
ajlm-2953	10	39	and	and	CCONJ
ajlm-2953	10	40	analytical	analytical	ADJ
ajlm-2953	10	41	issues	issue	NOUN
ajlm-2953	10	42	,	,	PUNCT
ajlm-2953	10	43	including	include	VERB
ajlm-2953	10	44	compromised	compromise	VERB
ajlm-2953	10	45	specimen	speciman	NOUN
ajlm-2953	10	46	quality	quality	NOUN
ajlm-2953	10	47	and	and	CCONJ
ajlm-2953	10	48	possible	possible	ADJ
ajlm-2953	10	49	contamination	contamination	NOUN
ajlm-2953	10	50	.	.	PUNCT
ajlm-2953	11	1	objective	objective	NOUN
ajlm-2953	11	2	:	:	PUNCT
ajlm-2953	11	3	to	to	PART
ajlm-2953	11	4	determine	determine	VERB
ajlm-2953	11	5	whether	whether	SCONJ
ajlm-2953	11	6	the	the	DET
ajlm-2953	11	7	observed	observe	VERB
ajlm-2953	11	8	increased	increase	VERB
ajlm-2953	11	9	llv	llv	NOUN
ajlm-2953	11	10	was	be	AUX
ajlm-2953	11	11	due	due	ADJ
ajlm-2953	11	12	to	to	ADP
ajlm-2953	11	13	analytical	analytical	ADJ
ajlm-2953	11	14	errors	error	NOUN
ajlm-2953	11	15	(	(	PUNCT
ajlm-2953	11	16	e.g.	e.g.	ADV
ajlm-2953	11	17	contamination	contamination	NOUN
ajlm-2953	11	18	)	)	PUNCT
ajlm-2953	11	19	,	,	PUNCT
ajlm-2953	11	20	pre	pre	ADJ
ajlm-2953	11	21	-	-	ADJ
ajlm-2953	11	22	analytical	analytical	ADJ
ajlm-2953	11	23	factors	factor	NOUN
ajlm-2953	11	24	such	such	ADJ
ajlm-2953	11	25	as	as	ADP
ajlm-2953	11	26	prolonged	prolong	VERB
ajlm-2953	11	27	turnaround	turnaround	NOUN
ajlm-2953	11	28	times	time	NOUN
ajlm-2953	11	29	(	(	PUNCT
ajlm-2953	11	30	tat	tat	NOUN
ajlm-2953	11	31	)	)	PUNCT
ajlm-2953	11	32	,	,	PUNCT
ajlm-2953	11	33	or	or	CCONJ
ajlm-2953	11	34	underlying	underlie	VERB
ajlm-2953	11	35	epidemiological	epidemiological	ADJ
ajlm-2953	11	36	differences	difference	NOUN
ajlm-2953	11	37	.	.	PUNCT
ajlm-2953	12	1	methods	method	NOUN
ajlm-2953	12	2	:	:	PUNCT
ajlm-2953	12	3	hiv	hiv	PROPN
ajlm-2953	12	4	vl	vl	PROPN
ajlm-2953	12	5	data	datum	NOUN
ajlm-2953	12	6	from	from	ADP
ajlm-2953	12	7	2023–2024	2023–2024	NUM
ajlm-2953	12	8	for	for	ADP
ajlm-2953	12	9	limpopo	limpopo	PROPN
ajlm-2953	12	10	and	and	CCONJ
ajlm-2953	12	11	the	the	DET
ajlm-2953	12	12	western	western	ADJ
ajlm-2953	12	13	cape	cape	NOUN
ajlm-2953	12	14	were	be	AUX
ajlm-2953	12	15	analysed	analyse	VERB
ajlm-2953	12	16	using	use	VERB
ajlm-2953	12	17	python	python	NOUN
ajlm-2953	12	18	.	.	PUNCT
ajlm-2953	13	1	viral	viral	ADJ
ajlm-2953	13	2	load	load	NOUN
ajlm-2953	13	3	results	result	NOUN
ajlm-2953	13	4	were	be	AUX
ajlm-2953	13	5	grouped	group	VERB
ajlm-2953	13	6	into	into	ADP
ajlm-2953	13	7	predefined	predefine	VERB
ajlm-2953	13	8	categories	category	NOUN
ajlm-2953	13	9	and	and	CCONJ
ajlm-2953	13	10	compared	compare	VERB
ajlm-2953	13	11	.	.	PUNCT
ajlm-2953	14	1	turnaround	turnaround	PROPN
ajlm-2953	14	2	times	time	NOUN
ajlm-2953	14	3	were	be	AUX
ajlm-2953	14	4	plotted	plot	VERB
ajlm-2953	14	5	and	and	CCONJ
ajlm-2953	14	6	thembisa	thembisa	ADJ
ajlm-2953	14	7	model	model	NOUN
ajlm-2953	14	8	estimates	estimate	NOUN
ajlm-2953	14	9	were	be	AUX
ajlm-2953	14	10	used	use	VERB
ajlm-2953	14	11	to	to	PART
ajlm-2953	14	12	assess	assess	VERB
ajlm-2953	14	13	hiv	hiv	PROPN
ajlm-2953	14	14	prevalence	prevalence	NOUN
ajlm-2953	14	15	and	and	CCONJ
ajlm-2953	14	16	antiretroviral	antiretroviral	ADJ
ajlm-2953	14	17	therapy	therapy	NOUN
ajlm-2953	14	18	(	(	PUNCT
ajlm-2953	14	19	art	art	NOUN
ajlm-2953	14	20	)	)	PUNCT
ajlm-2953	14	21	coverage	coverage	NOUN
ajlm-2953	14	22	.	.	PUNCT
ajlm-2953	15	1	longitudinal	longitudinal	ADJ
ajlm-2953	15	2	patient	patient	NOUN
ajlm-2953	15	3	-	-	PUNCT
ajlm-2953	15	4	level	level	NOUN
ajlm-2953	15	5	analysis	analysis	NOUN
ajlm-2953	15	6	evaluated	evaluate	VERB
ajlm-2953	15	7	vl	vl	ADJ
ajlm-2953	15	8	trends	trend	NOUN
ajlm-2953	15	9	as	as	ADP
ajlm-2953	15	10	a	a	DET
ajlm-2953	15	11	proxy	proxy	NOUN
ajlm-2953	15	12	for	for	ADP
ajlm-2953	15	13	adherence	adherence	NOUN
ajlm-2953	15	14	.	.	PUNCT
ajlm-2953	16	1	in	in	ADP
ajlm-2953	16	2	addition	addition	NOUN
ajlm-2953	16	3	,	,	PUNCT
ajlm-2953	16	4	quality	quality	NOUN
ajlm-2953	16	5	control	control	NOUN
ajlm-2953	16	6	data	datum	NOUN
ajlm-2953	16	7	were	be	AUX
ajlm-2953	16	8	evaluated	evaluate	VERB
ajlm-2953	16	9	at	at	ADP
ajlm-2953	16	10	testing	testing	NOUN
ajlm-2953	16	11	sites	site	NOUN
ajlm-2953	16	12	.	.	PUNCT
ajlm-2953	17	1	results	result	NOUN
ajlm-2953	17	2	:	:	PUNCT
ajlm-2953	17	3	limpopo	limpopo	PROPN
ajlm-2953	17	4	specimens	specimen	NOUN
ajlm-2953	17	5	showed	show	VERB
ajlm-2953	17	6	higher	high	ADJ
ajlm-2953	17	7	llv	llv	NOUN
ajlm-2953	17	8	(	(	PUNCT
ajlm-2953	17	9	20	20	NUM
ajlm-2953	17	10	%	%	NOUN
ajlm-2953	17	11	)	)	PUNCT
ajlm-2953	17	12	and	and	CCONJ
ajlm-2953	17	13	lower	low	ADJ
ajlm-2953	17	14	viral	viral	ADJ
ajlm-2953	17	15	suppression	suppression	NOUN
ajlm-2953	17	16	(	(	PUNCT
ajlm-2953	17	17	<	<	X
ajlm-2953	17	18	50	50	NUM
ajlm-2953	17	19	copies	copy	NOUN
ajlm-2953	17	20	/	/	SYM
ajlm-2953	17	21	ml	ml	NOUN
ajlm-2953	17	22	)	)	PUNCT
ajlm-2953	17	23	at	at	ADP
ajlm-2953	17	24	70	70	NUM
ajlm-2953	17	25	%	%	NOUN
ajlm-2953	17	26	,	,	PUNCT
ajlm-2953	17	27	compared	compare	VERB
ajlm-2953	17	28	to	to	ADP
ajlm-2953	17	29	western	western	ADJ
ajlm-2953	17	30	cape	cape	NOUN
ajlm-2953	17	31	(	(	PUNCT
ajlm-2953	17	32	13	13	NUM
ajlm-2953	17	33	%	%	NOUN
ajlm-2953	17	34	llv	llv	NOUN
ajlm-2953	17	35	,	,	PUNCT
ajlm-2953	17	36	81	81	NUM
ajlm-2953	17	37	%	%	NOUN
ajlm-2953	17	38	suppression	suppression	NOUN
ajlm-2953	17	39	)	)	PUNCT
ajlm-2953	17	40	,	,	PUNCT
ajlm-2953	17	41	where	where	SCONJ
ajlm-2953	17	42	follow	follow	VERB
ajlm-2953	17	43	-	-	PUNCT
ajlm-2953	17	44	up	up	NOUN
ajlm-2953	17	45	and	and	CCONJ
ajlm-2953	17	46	suppression	suppression	NOUN
ajlm-2953	17	47	outcomes	outcome	NOUN
ajlm-2953	17	48	were	be	AUX
ajlm-2953	17	49	also	also	ADV
ajlm-2953	17	50	higher	high	ADJ
ajlm-2953	17	51	.	.	PUNCT
ajlm-2953	18	1	no	no	DET
ajlm-2953	18	2	clear	clear	ADJ
ajlm-2953	18	3	evidence	evidence	NOUN
ajlm-2953	18	4	indicated	indicate	VERB
ajlm-2953	18	5	that	that	SCONJ
ajlm-2953	18	6	extended	extended	ADJ
ajlm-2953	18	7	tat	tat	NOUN
ajlm-2953	18	8	or	or	CCONJ
ajlm-2953	18	9	potential	potential	ADJ
ajlm-2953	18	10	instrument	instrument	NOUN
ajlm-2953	18	11	contamination	contamination	NOUN
ajlm-2953	18	12	affected	affect	VERB
ajlm-2953	18	13	vl	vl	PROPN
ajlm-2953	18	14	results	result	NOUN
ajlm-2953	18	15	significantly	significantly	ADV
ajlm-2953	18	16	.	.	PUNCT
ajlm-2953	19	1	conclusion	conclusion	NOUN
ajlm-2953	19	2	:	:	PUNCT
ajlm-2953	19	3	the	the	DET
ajlm-2953	19	4	increase	increase	NOUN
ajlm-2953	19	5	in	in	ADP
ajlm-2953	19	6	llv	llv	PROPN
ajlm-2953	19	7	at	at	ADP
ajlm-2953	19	8	gsh	gsh	PROPN
ajlm-2953	19	9	was	be	AUX
ajlm-2953	19	10	linked	link	VERB
ajlm-2953	19	11	primarily	primarily	ADV
ajlm-2953	19	12	to	to	ADP
ajlm-2953	19	13	processing	process	VERB
ajlm-2953	19	14	specimens	specimen	NOUN
ajlm-2953	19	15	from	from	ADP
ajlm-2953	19	16	limpopo	limpopo	PROPN
ajlm-2953	19	17	,	,	PUNCT
ajlm-2953	19	18	highlighting	highlight	VERB
ajlm-2953	19	19	regional	regional	ADJ
ajlm-2953	19	20	differences	difference	NOUN
ajlm-2953	19	21	in	in	ADP
ajlm-2953	19	22	hiv	hiv	PROPN
ajlm-2953	19	23	vl	vl	PROPN
ajlm-2953	19	24	result	result	NOUN
ajlm-2953	19	25	distributions	distribution	NOUN
ajlm-2953	19	26	.	.	PUNCT
ajlm-2953	20	1	these	these	DET
ajlm-2953	20	2	differences	difference	NOUN
ajlm-2953	20	3	probably	probably	ADV
ajlm-2953	20	4	reflect	reflect	VERB
ajlm-2953	20	5	variations	variation	NOUN
ajlm-2953	20	6	in	in	ADP
ajlm-2953	20	7	art	art	NOUN
ajlm-2953	20	8	access	access	NOUN
ajlm-2953	20	9	and	and	CCONJ
ajlm-2953	20	10	adherence	adherence	NOUN
ajlm-2953	20	11	,	,	PUNCT
ajlm-2953	20	12	rather	rather	ADV
ajlm-2953	20	13	than	than	ADP
ajlm-2953	20	14	laboratory	laboratory	NOUN
ajlm-2953	20	15	-	-	PUNCT
ajlm-2953	20	16	related	relate	VERB
ajlm-2953	20	17	issues	issue	NOUN
ajlm-2953	20	18	such	such	ADJ
ajlm-2953	20	19	as	as	ADP
ajlm-2953	20	20	delayed	delay	VERB
ajlm-2953	20	21	tat	tat	NOUN
ajlm-2953	20	22	,	,	PUNCT
ajlm-2953	20	23	sample	sample	NOUN
ajlm-2953	20	24	quality	quality	NOUN
ajlm-2953	20	25	,	,	PUNCT
ajlm-2953	20	26	or	or	CCONJ
ajlm-2953	20	27	contamination	contamination	NOUN
ajlm-2953	20	28	.	.	PUNCT
ajlm-2953	21	1	what	what	PRON
ajlm-2953	21	2	this	this	DET
ajlm-2953	21	3	study	study	NOUN
ajlm-2953	21	4	adds	add	VERB
ajlm-2953	21	5	:	:	PUNCT
ajlm-2953	21	6	this	this	DET
ajlm-2953	21	7	study	study	NOUN
ajlm-2953	21	8	shows	show	VERB
ajlm-2953	21	9	how	how	SCONJ
ajlm-2953	21	10	province	province	NOUN
ajlm-2953	21	11	-	-	PUNCT
ajlm-2953	21	12	specific	specific	ADJ
ajlm-2953	21	13	hiv	hiv	PROPN
ajlm-2953	21	14	result	result	NOUN
ajlm-2953	21	15	patterns	pattern	NOUN
ajlm-2953	21	16	correlate	correlate	VERB
ajlm-2953	21	17	with	with	ADP
ajlm-2953	21	18	art	art	NOUN
ajlm-2953	21	19	adherence	adherence	NOUN
ajlm-2953	21	20	,	,	PUNCT
ajlm-2953	21	21	using	use	VERB
ajlm-2953	21	22	a	a	DET
ajlm-2953	21	23	python	python	NOUN
ajlm-2953	21	24	script	script	NOUN
ajlm-2953	21	25	to	to	PART
ajlm-2953	21	26	assess	assess	VERB
ajlm-2953	21	27	serial	serial	ADJ
ajlm-2953	21	28	vls	vl	NOUN
ajlm-2953	21	29	and	and	CCONJ
ajlm-2953	21	30	follow	follow	VERB
ajlm-2953	21	31	-	-	PUNCT
ajlm-2953	21	32	up	up	ADP
ajlm-2953	21	33	suppression	suppression	NOUN
ajlm-2953	21	34	.	.	PUNCT
ajlm-2953	22	1	it	it	PRON
ajlm-2953	22	2	demonstrates	demonstrate	VERB
ajlm-2953	22	3	the	the	DET
ajlm-2953	22	4	value	value	NOUN
ajlm-2953	22	5	of	of	ADP
ajlm-2953	22	6	routine	routine	ADJ
ajlm-2953	22	7	data	datum	NOUN
ajlm-2953	22	8	analysis	analysis	NOUN
ajlm-2953	22	9	in	in	ADP
ajlm-2953	22	10	monitoring	monitor	VERB
ajlm-2953	22	11	high	high	ADJ
ajlm-2953	22	12	-	-	PUNCT
ajlm-2953	22	13	throughput	throughput	NOUN
ajlm-2953	22	14	hiv	hiv	PROPN
ajlm-2953	22	15	vl	vl	PROPN
ajlm-2953	22	16	tests	test	NOUN
ajlm-2953	22	17	,	,	PUNCT
ajlm-2953	22	18	which	which	PRON
ajlm-2953	22	19	are	be	AUX
ajlm-2953	22	20	often	often	ADV
ajlm-2953	22	21	auto	auto	NOUN
ajlm-2953	22	22	-	-	PUNCT
ajlm-2953	22	23	released	release	VERB
ajlm-2953	22	24	without	without	ADP
ajlm-2953	22	25	pathologist	pathologist	NOUN
ajlm-2953	22	26	oversight	oversight	NOUN
ajlm-2953	22	27	.	.	PUNCT
ajlm-2953	23	1	keywords	keyword	NOUN
ajlm-2953	23	2	:	:	PUNCT
ajlm-2953	23	3	laboratory	laboratory	NOUN
ajlm-2953	23	4	testing	testing	NOUN
ajlm-2953	23	5	;	;	PUNCT
ajlm-2953	23	6	hiv	hiv	PROPN
ajlm-2953	23	7	;	;	PUNCT
ajlm-2953	23	8	viral	viral	ADJ
ajlm-2953	23	9	load	load	NOUN
ajlm-2953	23	10	;	;	PUNCT
ajlm-2953	23	11	data	data	NOUN
ajlm-2953	23	12	science	science	NOUN
ajlm-2953	23	13	;	;	PUNCT
ajlm-2953	23	14	low	low	ADJ
ajlm-2953	23	15	-	-	PUNCT
ajlm-2953	23	16	level	level	NOUN
ajlm-2953	23	17	viraemia	viraemia	NOUN
ajlm-2953	23	18	;	;	PUNCT
ajlm-2953	23	19	pre	pre	ADJ
ajlm-2953	23	20	-	-	ADJ
ajlm-2953	23	21	analytical	analytical	ADJ
ajlm-2953	23	22	factors	factor	NOUN
ajlm-2953	23	23	;	;	PUNCT
ajlm-2953	23	24	art	art	NOUN
ajlm-2953	23	25	programme	programme	NOUN
ajlm-2953	23	26	;	;	PUNCT
ajlm-2953	23	27	contamination	contamination	NOUN
ajlm-2953	23	28	.	.	PUNCT
ajlm-2953	24	1	introduction	introduction	NOUN
ajlm-2953	24	2	viral	viral	ADJ
ajlm-2953	24	3	load	load	NOUN
ajlm-2953	24	4	(	(	PUNCT
ajlm-2953	24	5	vl	vl	NOUN
ajlm-2953	24	6	)	)	PUNCT
ajlm-2953	24	7	testing	testing	NOUN
ajlm-2953	24	8	is	be	AUX
ajlm-2953	24	9	the	the	DET
ajlm-2953	24	10	cornerstone	cornerstone	NOUN
ajlm-2953	24	11	of	of	ADP
ajlm-2953	24	12	monitoring	monitor	VERB
ajlm-2953	24	13	hiv-1	hiv-1	PART
ajlm-2953	24	14	viraemia	viraemia	NOUN
ajlm-2953	24	15	in	in	ADP
ajlm-2953	24	16	people	people	NOUN
ajlm-2953	24	17	living	live	VERB
ajlm-2953	24	18	with	with	ADP
ajlm-2953	24	19	hiv	hiv	PROPN
ajlm-2953	24	20	who	who	PRON
ajlm-2953	24	21	have	have	AUX
ajlm-2953	24	22	been	be	AUX
ajlm-2953	24	23	initiated	initiate	VERB
ajlm-2953	24	24	on	on	ADP
ajlm-2953	24	25	antiretroviral	antiretroviral	ADJ
ajlm-2953	24	26	therapy	therapy	NOUN
ajlm-2953	24	27	(	(	PUNCT
ajlm-2953	24	28	art	art	NOUN
ajlm-2953	24	29	)	)	PUNCT
ajlm-2953	24	30	.	.	PUNCT
ajlm-2953	25	1	viral	viral	ADJ
ajlm-2953	25	2	load	load	NOUN
ajlm-2953	25	3	testing	testing	NOUN
ajlm-2953	25	4	does	do	AUX
ajlm-2953	25	5	not	not	PART
ajlm-2953	25	6	only	only	ADV
ajlm-2953	25	7	monitor	monitor	VERB
ajlm-2953	25	8	treatment	treatment	NOUN
ajlm-2953	25	9	success	success	NOUN
ajlm-2953	25	10	but	but	CCONJ
ajlm-2953	25	11	also	also	ADV
ajlm-2953	25	12	informs	inform	VERB
ajlm-2953	25	13	clinical	clinical	ADJ
ajlm-2953	25	14	decisions	decision	NOUN
ajlm-2953	25	15	regarding	regard	VERB
ajlm-2953	25	16	adherence	adherence	NOUN
ajlm-2953	25	17	interventions	intervention	NOUN
ajlm-2953	25	18	and	and	CCONJ
ajlm-2953	25	19	regimen	regimen	NOUN
ajlm-2953	25	20	changes	change	NOUN
ajlm-2953	25	21	in	in	ADP
ajlm-2953	25	22	cases	case	NOUN
ajlm-2953	25	23	of	of	ADP
ajlm-2953	25	24	virologic	virologic	ADJ
ajlm-2953	25	25	failure	failure	NOUN
ajlm-2953	25	26	.	.	PUNCT
ajlm-2953	26	1	the	the	DET
ajlm-2953	26	2	national	national	PROPN
ajlm-2953	26	3	health	health	PROPN
ajlm-2953	26	4	laboratory	laboratory	PROPN
ajlm-2953	26	5	service	service	NOUN
ajlm-2953	26	6	(	(	PUNCT
ajlm-2953	26	7	nhls	nhls	PROPN
ajlm-2953	26	8	)	)	PUNCT
ajlm-2953	26	9	in	in	ADP
ajlm-2953	26	10	south	south	PROPN
ajlm-2953	26	11	africa	africa	PROPN
ajlm-2953	26	12	provides	provide	VERB
ajlm-2953	26	13	hiv	hiv	PROPN
ajlm-2953	26	14	vl	vl	PROPN
ajlm-2953	26	15	testing	testing	NOUN
ajlm-2953	26	16	at	at	ADP
ajlm-2953	26	17	17	17	NUM
ajlm-2953	26	18	centralised	centralised	ADJ
ajlm-2953	26	19	laboratories	laboratory	NOUN
ajlm-2953	26	20	across	across	ADP
ajlm-2953	26	21	the	the	DET
ajlm-2953	26	22	country,1	country,1	NOUN
ajlm-2953	26	23	with	with	ADP
ajlm-2953	26	24	smaller	small	ADJ
ajlm-2953	26	25	local	local	ADJ
ajlm-2953	26	26	laboratories	laboratory	NOUN
ajlm-2953	26	27	referring	refer	VERB
ajlm-2953	26	28	samples	sample	NOUN
ajlm-2953	26	29	to	to	ADP
ajlm-2953	26	30	these	these	DET
ajlm-2953	26	31	reference	reference	NOUN
ajlm-2953	26	32	facilities	facility	NOUN
ajlm-2953	26	33	.	.	PUNCT
ajlm-2953	27	1	in	in	ADP
ajlm-2953	27	2	october	october	PROPN
ajlm-2953	27	3	2024	2024	NUM
ajlm-2953	27	4	,	,	PUNCT
ajlm-2953	27	5	during	during	ADP
ajlm-2953	27	6	an	an	DET
ajlm-2953	27	7	internal	internal	ADJ
ajlm-2953	27	8	quality	quality	NOUN
ajlm-2953	27	9	assessment	assessment	NOUN
ajlm-2953	27	10	at	at	ADP
ajlm-2953	27	11	the	the	DET
ajlm-2953	27	12	groote	groote	PROPN
ajlm-2953	27	13	schuur	schuur	PROPN
ajlm-2953	27	14	hospital	hospital	PROPN
ajlm-2953	27	15	(	(	PUNCT
ajlm-2953	27	16	gsh	gsh	PROPN
ajlm-2953	27	17	)	)	PUNCT
ajlm-2953	27	18	laboratory	laboratory	NOUN
ajlm-2953	27	19	,	,	PUNCT
ajlm-2953	27	20	we	we	PRON
ajlm-2953	27	21	noted	note	VERB
ajlm-2953	27	22	an	an	DET
ajlm-2953	27	23	increase	increase	NOUN
ajlm-2953	27	24	in	in	ADP
ajlm-2953	27	25	low	low	ADJ
ajlm-2953	27	26	-	-	PUNCT
ajlm-2953	27	27	level	level	NOUN
ajlm-2953	27	28	viraemia	viraemia	NOUN
ajlm-2953	27	29	(	(	PUNCT
ajlm-2953	27	30	llv	llv	NOUN
ajlm-2953	27	31	)	)	PUNCT
ajlm-2953	27	32	results	result	NOUN
ajlm-2953	27	33	,	,	PUNCT
ajlm-2953	27	34	defined	define	VERB
ajlm-2953	27	35	as	as	ADP
ajlm-2953	27	36	hiv	hiv	PROPN
ajlm-2953	27	37	vls	vl	NOUN
ajlm-2953	27	38	between	between	ADP
ajlm-2953	27	39	50	50	NUM
ajlm-2953	27	40	copies	copy	NOUN
ajlm-2953	27	41	/	/	SYM
ajlm-2953	27	42	ml	ml	NOUN
ajlm-2953	27	43	and	and	CCONJ
ajlm-2953	27	44	1000	1000	NUM
ajlm-2953	27	45	copies	copy	NOUN
ajlm-2953	27	46	/	/	SYM
ajlm-2953	27	47	ml	ml	NOUN
ajlm-2953	27	48	,	,	PUNCT
ajlm-2953	27	49	as	as	ADV
ajlm-2953	27	50	well	well	ADV
ajlm-2953	27	51	as	as	ADP
ajlm-2953	27	52	a	a	DET
ajlm-2953	27	53	rise	rise	NOUN
ajlm-2953	27	54	in	in	ADP
ajlm-2953	27	55	values	value	NOUN
ajlm-2953	27	56	below	below	ADP
ajlm-2953	27	57	the	the	DET
ajlm-2953	27	58	limit	limit	NOUN
ajlm-2953	27	59	of	of	ADP
ajlm-2953	27	60	quantification	quantification	NOUN
ajlm-2953	27	61	.	.	PUNCT
ajlm-2953	28	1	the	the	DET
ajlm-2953	28	2	number	number	NOUN
ajlm-2953	28	3	of	of	ADP
ajlm-2953	28	4	results	result	NOUN
ajlm-2953	28	5	reported	report	VERB
ajlm-2953	28	6	as	as	ADP
ajlm-2953	28	7	lower	low	ADJ
ajlm-2953	28	8	than	than	ADP
ajlm-2953	28	9	detectable	detectable	ADJ
ajlm-2953	28	10	(	(	PUNCT
ajlm-2953	28	11	ldl	ldl	NOUN
ajlm-2953	28	12	)	)	PUNCT
ajlm-2953	28	13	decreased	decrease	VERB
ajlm-2953	28	14	,	,	PUNCT
ajlm-2953	28	15	while	while	SCONJ
ajlm-2953	28	16	hiv	hiv	PROPN
ajlm-2953	28	17	vls	vls	PROPN
ajlm-2953	28	18	>	>	X
ajlm-2953	28	19	1000	1000	NUM
ajlm-2953	28	20	copies	copy	NOUN
ajlm-2953	28	21	/	/	PUNCT
ajlm-2953	28	22	ml	ml	VERB
ajlm-2953	28	23	remained	remain	VERB
ajlm-2953	28	24	stable	stable	ADJ
ajlm-2953	28	25	.	.	PUNCT
ajlm-2953	29	1	the	the	DET
ajlm-2953	29	2	mechanisms	mechanism	NOUN
ajlm-2953	29	3	underlying	underlie	VERB
ajlm-2953	29	4	llv	llv	NOUN
ajlm-2953	29	5	remain	remain	AUX
ajlm-2953	29	6	poorly	poorly	ADV
ajlm-2953	29	7	understood	understand	VERB
ajlm-2953	29	8	.	.	PUNCT
ajlm-2953	30	1	patients	patient	NOUN
ajlm-2953	30	2	with	with	ADP
ajlm-2953	30	3	llv	llv	PROPN
ajlm-2953	30	4	are	be	AUX
ajlm-2953	30	5	often	often	ADV
ajlm-2953	30	6	maintained	maintain	VERB
ajlm-2953	30	7	on	on	ADP
ajlm-2953	30	8	failing	fail	VERB
ajlm-2953	30	9	regimens	regimen	NOUN
ajlm-2953	30	10	,	,	PUNCT
ajlm-2953	30	11	which	which	PRON
ajlm-2953	30	12	can	can	AUX
ajlm-2953	30	13	promote	promote	VERB
ajlm-2953	30	14	the	the	DET
ajlm-2953	30	15	accumulation	accumulation	NOUN
ajlm-2953	30	16	of	of	ADP
ajlm-2953	30	17	drug	drug	NOUN
ajlm-2953	30	18	-	-	PUNCT
ajlm-2953	30	19	resistant	resistant	ADJ
ajlm-2953	30	20	mutants	mutant	NOUN
ajlm-2953	30	21	,	,	PUNCT
ajlm-2953	30	22	virologic	virologic	ADJ
ajlm-2953	30	23	rebound	rebound	NOUN
ajlm-2953	30	24	,	,	PUNCT
ajlm-2953	30	25	increased	increase	VERB
ajlm-2953	30	26	risk	risk	NOUN
ajlm-2953	30	27	of	of	ADP
ajlm-2953	30	28	virological	virological	ADJ
ajlm-2953	30	29	failure	failure	NOUN
ajlm-2953	30	30	,	,	PUNCT
ajlm-2953	30	31	poorer	poor	ADJ
ajlm-2953	30	32	clinical	clinical	ADJ
ajlm-2953	30	33	outcomes	outcome	NOUN
ajlm-2953	30	34	,	,	PUNCT
ajlm-2953	30	35	and	and	CCONJ
ajlm-2953	30	36	ongoing	ongoing	ADJ
ajlm-2953	30	37	transmission.2	transmission.2	PROPN
ajlm-2953	30	38	it	it	PRON
ajlm-2953	30	39	is	be	AUX
ajlm-2953	30	40	essential	essential	ADJ
ajlm-2953	30	41	to	to	PART
ajlm-2953	30	42	distinguish	distinguish	VERB
ajlm-2953	30	43	sustained	sustained	ADJ
ajlm-2953	30	44	llv	llv	NOUN
ajlm-2953	30	45	from	from	ADP
ajlm-2953	30	46	intermittent	intermittent	PROPN
ajlm-2953	30	47	llv	llv	PROPN
ajlm-2953	30	48	,	,	PUNCT
ajlm-2953	30	49	also	also	ADV
ajlm-2953	30	50	known	know	VERB
ajlm-2953	30	51	as	as	ADP
ajlm-2953	30	52	‘	'	PUNCT
ajlm-2953	30	53	blips	blip	NOUN
ajlm-2953	30	54	’	'	PUNCT
ajlm-2953	30	55	,	,	PUNCT
ajlm-2953	30	56	which	which	PRON
ajlm-2953	30	57	are	be	AUX
ajlm-2953	30	58	typically	typically	ADV
ajlm-2953	30	59	short	short	ADV
ajlm-2953	30	60	-	-	PUNCT
ajlm-2953	30	61	lived	live	VERB
ajlm-2953	30	62	and	and	CCONJ
ajlm-2953	30	63	carry	carry	VERB
ajlm-2953	30	64	a	a	DET
ajlm-2953	30	65	lower	low	ADJ
ajlm-2953	30	66	risk	risk	NOUN
ajlm-2953	30	67	of	of	ADP
ajlm-2953	30	68	resistance	resistance	NOUN
ajlm-2953	30	69	or	or	CCONJ
ajlm-2953	30	70	disease	disease	NOUN
ajlm-2953	30	71	progression	progression	NOUN
ajlm-2953	30	72	.	.	PUNCT
ajlm-2953	31	1	the	the	DET
ajlm-2953	31	2	recent	recent	ADJ
ajlm-2953	31	3	rise	rise	NOUN
ajlm-2953	31	4	in	in	ADP
ajlm-2953	31	5	llv	llv	NOUN
ajlm-2953	31	6	rates	rate	NOUN
ajlm-2953	31	7	in	in	ADP
ajlm-2953	31	8	south	south	PROPN
ajlm-2953	31	9	africa	africa	PROPN
ajlm-2953	31	10	is	be	AUX
ajlm-2953	31	11	particularly	particularly	ADV
ajlm-2953	31	12	concerning	concern	VERB
ajlm-2953	31	13	,	,	PUNCT
ajlm-2953	31	14	especially	especially	ADV
ajlm-2953	31	15	following	follow	VERB
ajlm-2953	31	16	the	the	DET
ajlm-2953	31	17	nationwide	nationwide	ADJ
ajlm-2953	31	18	rollout	rollout	NOUN
ajlm-2953	31	19	of	of	ADP
ajlm-2953	31	20	dolutegravir	dolutegravir	NOUN
ajlm-2953	31	21	by	by	ADP
ajlm-2953	31	22	2022	2022	NUM
ajlm-2953	31	23	,	,	PUNCT
ajlm-2953	31	24	which	which	PRON
ajlm-2953	31	25	was	be	AUX
ajlm-2953	31	26	expected	expect	VERB
ajlm-2953	31	27	to	to	PART
ajlm-2953	31	28	enhance	enhance	VERB
ajlm-2953	31	29	viral	viral	ADJ
ajlm-2953	31	30	suppression.3	suppression.3	NOUN
ajlm-2953	31	31	this	this	DET
ajlm-2953	31	32	trend	trend	NOUN
ajlm-2953	31	33	mirrors	mirror	NOUN
ajlm-2953	31	34	observations	observation	NOUN
ajlm-2953	31	35	from	from	ADP
ajlm-2953	31	36	other	other	ADJ
ajlm-2953	31	37	southern	southern	ADJ
ajlm-2953	31	38	african	african	ADJ
ajlm-2953	31	39	development	development	NOUN
ajlm-2953	31	40	community	community	NOUN
ajlm-2953	31	41	countries	country	NOUN
ajlm-2953	31	42	,	,	PUNCT
ajlm-2953	31	43	such	such	ADJ
ajlm-2953	31	44	as	as	ADP
ajlm-2953	31	45	botswana,4	botswana,4	NOUN
ajlm-2953	31	46	where	where	SCONJ
ajlm-2953	31	47	dolutegravir	dolutegravir	NOUN
ajlm-2953	31	48	scale	scale	NOUN
ajlm-2953	31	49	-	-	PUNCT
ajlm-2953	31	50	up	up	NOUN
ajlm-2953	31	51	has	have	AUX
ajlm-2953	31	52	similarly	similarly	ADV
ajlm-2953	31	53	not	not	PART
ajlm-2953	31	54	led	lead	VERB
ajlm-2953	31	55	to	to	ADP
ajlm-2953	31	56	the	the	DET
ajlm-2953	31	57	anticipated	anticipate	VERB
ajlm-2953	31	58	reductions	reduction	NOUN
ajlm-2953	31	59	in	in	ADP
ajlm-2953	31	60	virologic	virologic	ADJ
ajlm-2953	31	61	failure	failure	NOUN
ajlm-2953	31	62	and	and	CCONJ
ajlm-2953	31	63	llv	llv	NUM
ajlm-2953	31	64	prevalence	prevalence	NOUN
ajlm-2953	31	65	.	.	PUNCT
ajlm-2953	32	1	upon	upon	SCONJ
ajlm-2953	32	2	further	further	ADJ
ajlm-2953	32	3	enquiry	enquiry	NOUN
ajlm-2953	32	4	,	,	PUNCT
ajlm-2953	32	5	it	it	PRON
ajlm-2953	32	6	was	be	AUX
ajlm-2953	32	7	noted	note	VERB
ajlm-2953	32	8	that	that	SCONJ
ajlm-2953	32	9	the	the	DET
ajlm-2953	32	10	gsh	gsh	PROPN
ajlm-2953	32	11	laboratory	laboratory	PROPN
ajlm-2953	32	12	had	have	AUX
ajlm-2953	32	13	started	start	VERB
ajlm-2953	32	14	receiving	receive	VERB
ajlm-2953	32	15	a	a	DET
ajlm-2953	32	16	large	large	ADJ
ajlm-2953	32	17	volume	volume	NOUN
ajlm-2953	32	18	of	of	ADP
ajlm-2953	32	19	specimens	specimen	NOUN
ajlm-2953	32	20	from	from	ADP
ajlm-2953	32	21	another	another	DET
ajlm-2953	32	22	central	central	ADJ
ajlm-2953	32	23	laboratory	laboratory	NOUN
ajlm-2953	32	24	in	in	ADP
ajlm-2953	32	25	the	the	DET
ajlm-2953	32	26	limpopo	limpopo	PROPN
ajlm-2953	32	27	province	province	PROPN
ajlm-2953	32	28	,	,	PUNCT
ajlm-2953	32	29	outside	outside	ADP
ajlm-2953	32	30	of	of	ADP
ajlm-2953	32	31	the	the	DET
ajlm-2953	32	32	usual	usual	ADJ
ajlm-2953	32	33	catchment	catchment	NOUN
ajlm-2953	32	34	area	area	NOUN
ajlm-2953	32	35	of	of	ADP
ajlm-2953	32	36	our	our	PRON
ajlm-2953	32	37	laboratory	laboratory	NOUN
ajlm-2953	32	38	,	,	PUNCT
ajlm-2953	32	39	citing	cite	VERB
ajlm-2953	32	40	operational	operational	ADJ
ajlm-2953	32	41	difficulties	difficulty	NOUN
ajlm-2953	32	42	and	and	CCONJ
ajlm-2953	32	43	testing	testing	NOUN
ajlm-2953	32	44	backlogs	backlog	NOUN
ajlm-2953	32	45	.	.	PUNCT
ajlm-2953	33	1	it	it	PRON
ajlm-2953	33	2	is	be	AUX
ajlm-2953	33	3	worth	worth	ADJ
ajlm-2953	33	4	noting	note	VERB
ajlm-2953	33	5	that	that	SCONJ
ajlm-2953	33	6	most	most	ADJ
ajlm-2953	33	7	hiv	hiv	NOUN
ajlm-2953	33	8	samples	sample	NOUN
ajlm-2953	33	9	in	in	ADP
ajlm-2953	33	10	limpopo	limpopo	PROPN
ajlm-2953	33	11	are	be	AUX
ajlm-2953	33	12	processed	process	VERB
ajlm-2953	33	13	at	at	ADP
ajlm-2953	33	14	one	one	NUM
ajlm-2953	33	15	centralised	centralised	ADJ
ajlm-2953	33	16	laboratory	laboratory	NOUN
ajlm-2953	33	17	in	in	ADP
ajlm-2953	33	18	the	the	DET
ajlm-2953	33	19	province	province	NOUN
ajlm-2953	33	20	,	,	PUNCT
ajlm-2953	33	21	located	locate	VERB
ajlm-2953	33	22	approximately	approximately	ADV
ajlm-2953	33	23	1739	1739	NUM
ajlm-2953	33	24	kilometres	kilometre	NOUN
ajlm-2953	33	25	from	from	ADP
ajlm-2953	33	26	gsh	gsh	PROPN
ajlm-2953	33	27	,	,	PUNCT
ajlm-2953	33	28	which	which	PRON
ajlm-2953	33	29	is	be	AUX
ajlm-2953	33	30	located	locate	VERB
ajlm-2953	33	31	in	in	ADP
ajlm-2953	33	32	the	the	DET
ajlm-2953	33	33	western	western	ADJ
ajlm-2953	33	34	cape	cape	NOUN
ajlm-2953	33	35	province.5	province.5	VERB
ajlm-2953	33	36	the	the	DET
ajlm-2953	33	37	transit	transit	NOUN
ajlm-2953	33	38	times	time	NOUN
ajlm-2953	33	39	for	for	ADP
ajlm-2953	33	40	these	these	DET
ajlm-2953	33	41	specimens	specimen	NOUN
ajlm-2953	33	42	were	be	AUX
ajlm-2953	33	43	inevitably	inevitably	ADV
ajlm-2953	33	44	prolonged	prolonged	ADJ
ajlm-2953	33	45	as	as	SCONJ
ajlm-2953	33	46	they	they	PRON
ajlm-2953	33	47	were	be	AUX
ajlm-2953	33	48	transported	transport	VERB
ajlm-2953	33	49	by	by	ADP
ajlm-2953	33	50	road	road	NOUN
ajlm-2953	33	51	to	to	ADP
ajlm-2953	33	52	gsh	gsh	PROPN
ajlm-2953	33	53	,	,	PUNCT
ajlm-2953	33	54	and	and	CCONJ
ajlm-2953	33	55	the	the	DET
ajlm-2953	33	56	specific	specific	ADJ
ajlm-2953	33	57	conditions	condition	NOUN
ajlm-2953	33	58	under	under	ADP
ajlm-2953	33	59	which	which	PRON
ajlm-2953	33	60	specimens	specimen	NOUN
ajlm-2953	33	61	were	be	AUX
ajlm-2953	33	62	transported	transport	VERB
ajlm-2953	33	63	could	could	AUX
ajlm-2953	33	64	not	not	PART
ajlm-2953	33	65	be	be	AUX
ajlm-2953	33	66	confirmed	confirm	VERB
ajlm-2953	33	67	(	(	PUNCT
ajlm-2953	33	68	i.e.	i.e.	X
ajlm-2953	33	69	to	to	ADP
ajlm-2953	33	70	what	what	DET
ajlm-2953	33	71	degree	degree	NOUN
ajlm-2953	33	72	the	the	DET
ajlm-2953	33	73	cold	cold	ADJ
ajlm-2953	33	74	chain	chain	NOUN
ajlm-2953	33	75	was	be	AUX
ajlm-2953	33	76	maintained	maintain	VERB
ajlm-2953	33	77	)	)	PUNCT
ajlm-2953	33	78	.	.	PUNCT
ajlm-2953	34	1	this	this	DET
ajlm-2953	34	2	study	study	NOUN
ajlm-2953	34	3	aims	aim	VERB
ajlm-2953	34	4	to	to	PART
ajlm-2953	34	5	evaluate	evaluate	VERB
ajlm-2953	34	6	hiv	hiv	PROPN
ajlm-2953	34	7	vl	vl	PROPN
ajlm-2953	34	8	data	datum	NOUN
ajlm-2953	34	9	from	from	ADP
ajlm-2953	34	10	both	both	DET
ajlm-2953	34	11	laboratories	laboratory	NOUN
ajlm-2953	34	12	and	and	CCONJ
ajlm-2953	34	13	to	to	PART
ajlm-2953	34	14	investigate	investigate	VERB
ajlm-2953	34	15	whether	whether	SCONJ
ajlm-2953	34	16	the	the	DET
ajlm-2953	34	17	increase	increase	NOUN
ajlm-2953	34	18	in	in	ADP
ajlm-2953	34	19	llv	llv	PROPN
ajlm-2953	34	20	observed	observe	VERB
ajlm-2953	34	21	at	at	ADP
ajlm-2953	34	22	gsh	gsh	PROPN
ajlm-2953	34	23	is	be	AUX
ajlm-2953	34	24	associated	associate	VERB
ajlm-2953	34	25	with	with	ADP
ajlm-2953	34	26	an	an	DET
ajlm-2953	34	27	increase	increase	NOUN
ajlm-2953	34	28	in	in	ADP
ajlm-2953	34	29	referred	refer	VERB
ajlm-2953	34	30	specimens	specimen	NOUN
ajlm-2953	34	31	from	from	ADP
ajlm-2953	34	32	outside	outside	ADP
ajlm-2953	34	33	the	the	DET
ajlm-2953	34	34	province	province	NOUN
ajlm-2953	34	35	,	,	PUNCT
ajlm-2953	34	36	and	and	CCONJ
ajlm-2953	34	37	whether	whether	SCONJ
ajlm-2953	34	38	the	the	DET
ajlm-2953	34	39	extended	extend	VERB
ajlm-2953	34	40	transit	transit	NOUN
ajlm-2953	34	41	times	time	NOUN
ajlm-2953	34	42	affected	affect	VERB
ajlm-2953	34	43	sample	sample	NOUN
ajlm-2953	34	44	quality	quality	NOUN
ajlm-2953	34	45	and	and	CCONJ
ajlm-2953	34	46	vl	vl	NOUN
ajlm-2953	34	47	results	result	NOUN
ajlm-2953	34	48	.	.	PUNCT
ajlm-2953	35	1	an	an	DET
ajlm-2953	35	2	accompanying	accompanying	ADJ
ajlm-2953	35	3	increase	increase	NOUN
ajlm-2953	35	4	in	in	ADP
ajlm-2953	35	5	reactive	reactive	ADJ
ajlm-2953	35	6	negative	negative	ADJ
ajlm-2953	35	7	controls	control	NOUN
ajlm-2953	35	8	also	also	ADV
ajlm-2953	35	9	raised	raise	VERB
ajlm-2953	35	10	concerns	concern	NOUN
ajlm-2953	35	11	regarding	regard	VERB
ajlm-2953	35	12	possible	possible	ADJ
ajlm-2953	35	13	contamination	contamination	NOUN
ajlm-2953	35	14	and	and	CCONJ
ajlm-2953	35	15	false	false	ADJ
ajlm-2953	35	16	positive	positive	ADJ
ajlm-2953	35	17	results	result	NOUN
ajlm-2953	35	18	.	.	PUNCT
ajlm-2953	36	1	the	the	DET
ajlm-2953	36	2	study	study	NOUN
ajlm-2953	36	3	further	far	ADV
ajlm-2953	36	4	considers	consider	VERB
ajlm-2953	36	5	whether	whether	SCONJ
ajlm-2953	36	6	the	the	DET
ajlm-2953	36	7	current	current	ADJ
ajlm-2953	36	8	national	national	ADJ
ajlm-2953	36	9	virological	virological	ADJ
ajlm-2953	36	10	failure	failure	NOUN
ajlm-2953	36	11	threshold	threshold	NOUN
ajlm-2953	36	12	(	(	PUNCT
ajlm-2953	36	13	>	>	X
ajlm-2953	36	14	1000	1000	NUM
ajlm-2953	36	15	copies	copy	NOUN
ajlm-2953	36	16	/	/	SYM
ajlm-2953	36	17	ml	ml	NOUN
ajlm-2953	36	18	)	)	PUNCT
ajlm-2953	36	19	remains	remain	VERB
ajlm-2953	36	20	appropriate	appropriate	ADJ
ajlm-2953	36	21	,	,	PUNCT
ajlm-2953	36	22	and	and	CCONJ
ajlm-2953	36	23	explores	explore	VERB
ajlm-2953	36	24	how	how	SCONJ
ajlm-2953	36	25	art	art	NOUN
ajlm-2953	36	26	coverage	coverage	NOUN
ajlm-2953	36	27	and	and	CCONJ
ajlm-2953	36	28	adherence	adherence	NOUN
ajlm-2953	36	29	may	may	AUX
ajlm-2953	36	30	influence	influence	VERB
ajlm-2953	36	31	the	the	DET
ajlm-2953	36	32	distribution	distribution	NOUN
ajlm-2953	36	33	of	of	ADP
ajlm-2953	36	34	vl	vl	PROPN
ajlm-2953	36	35	results	result	NOUN
ajlm-2953	36	36	across	across	ADP
ajlm-2953	36	37	provinces	province	NOUN
ajlm-2953	36	38	.	.	PUNCT
ajlm-2953	37	1	methods	method	NOUN
ajlm-2953	37	2	ethical	ethical	ADJ
ajlm-2953	37	3	considerations	consideration	NOUN
ajlm-2953	37	4	this	this	DET
ajlm-2953	37	5	study	study	NOUN
ajlm-2953	37	6	was	be	AUX
ajlm-2953	37	7	conducted	conduct	VERB
ajlm-2953	37	8	in	in	ADP
ajlm-2953	37	9	accordance	accordance	NOUN
ajlm-2953	37	10	with	with	ADP
ajlm-2953	37	11	the	the	DET
ajlm-2953	37	12	ethical	ethical	ADJ
ajlm-2953	37	13	principles	principle	NOUN
ajlm-2953	37	14	outlined	outline	VERB
ajlm-2953	37	15	in	in	ADP
ajlm-2953	37	16	the	the	DET
ajlm-2953	37	17	declaration	declaration	NOUN
ajlm-2953	37	18	of	of	ADP
ajlm-2953	37	19	helsinki	helsinki	PROPN
ajlm-2953	37	20	.	.	PUNCT
ajlm-2953	38	1	ethical	ethical	ADJ
ajlm-2953	38	2	approval	approval	NOUN
ajlm-2953	38	3	was	be	AUX
ajlm-2953	38	4	granted	grant	VERB
ajlm-2953	38	5	by	by	ADP
ajlm-2953	38	6	the	the	DET
ajlm-2953	38	7	human	human	PROPN
ajlm-2953	38	8	research	research	PROPN
ajlm-2953	38	9	ethics	ethic	NOUN
ajlm-2953	38	10	committee	committee	PROPN
ajlm-2953	38	11	of	of	ADP
ajlm-2953	38	12	the	the	DET
ajlm-2953	38	13	university	university	PROPN
ajlm-2953	38	14	of	of	ADP
ajlm-2953	38	15	cape	cape	NOUN
ajlm-2953	38	16	town	town	NOUN
ajlm-2953	38	17	(	(	PUNCT
ajlm-2953	38	18	reference	reference	NOUN
ajlm-2953	38	19	number	number	NOUN
ajlm-2953	38	20	:	:	PUNCT
ajlm-2953	38	21	233/2025	233/2025	NUM
ajlm-2953	38	22	)	)	PUNCT
ajlm-2953	38	23	.	.	PUNCT
ajlm-2953	39	1	approval	approval	NOUN
ajlm-2953	39	2	to	to	PART
ajlm-2953	39	3	access	access	NOUN
ajlm-2953	39	4	and	and	CCONJ
ajlm-2953	39	5	analyse	analyse	NOUN
ajlm-2953	39	6	data	datum	NOUN
ajlm-2953	39	7	from	from	ADP
ajlm-2953	39	8	the	the	DET
ajlm-2953	39	9	nhls	nhls	PROPN
ajlm-2953	39	10	database	database	NOUN
ajlm-2953	39	11	was	be	AUX
ajlm-2953	39	12	obtained	obtain	VERB
ajlm-2953	39	13	through	through	ADP
ajlm-2953	39	14	the	the	DET
ajlm-2953	39	15	nhls	nhls	PROPN
ajlm-2953	39	16	academic	academic	PROPN
ajlm-2953	39	17	affairs	affairs	PROPN
ajlm-2953	39	18	and	and	CCONJ
ajlm-2953	39	19	research	research	NOUN
ajlm-2953	39	20	management	management	NOUN
ajlm-2953	39	21	system	system	NOUN
ajlm-2953	39	22	.	.	PUNCT
ajlm-2953	40	1	informed	informed	ADJ
ajlm-2953	40	2	consent	consent	NOUN
ajlm-2953	40	3	was	be	AUX
ajlm-2953	40	4	waived	waive	VERB
ajlm-2953	40	5	,	,	PUNCT
ajlm-2953	40	6	as	as	SCONJ
ajlm-2953	40	7	all	all	DET
ajlm-2953	40	8	published	publish	VERB
ajlm-2953	40	9	data	datum	NOUN
ajlm-2953	40	10	is	be	AUX
ajlm-2953	40	11	aggregated	aggregate	VERB
ajlm-2953	40	12	and	and	CCONJ
ajlm-2953	40	13	contains	contain	VERB
ajlm-2953	40	14	no	no	DET
ajlm-2953	40	15	personal	personal	ADJ
ajlm-2953	40	16	identifiers	identifier	NOUN
ajlm-2953	40	17	.	.	PUNCT
ajlm-2953	41	1	data	datum	NOUN
ajlm-2953	41	2	were	be	AUX
ajlm-2953	41	3	analysed	analyse	VERB
ajlm-2953	41	4	and	and	CCONJ
ajlm-2953	41	5	stored	store	VERB
ajlm-2953	41	6	on	on	ADP
ajlm-2953	41	7	a	a	DET
ajlm-2953	41	8	password	password	NOUN
ajlm-2953	41	9	-	-	PUNCT
ajlm-2953	41	10	locked	lock	VERB
ajlm-2953	41	11	computer	computer	NOUN
ajlm-2953	41	12	and	and	CCONJ
ajlm-2953	41	13	only	only	ADV
ajlm-2953	41	14	accessible	accessible	ADJ
ajlm-2953	41	15	to	to	ADP
ajlm-2953	41	16	the	the	DET
ajlm-2953	41	17	study	study	NOUN
ajlm-2953	41	18	co	co	NOUN
ajlm-2953	41	19	-	-	NOUN
ajlm-2953	41	20	investigators	investigator	NOUN
ajlm-2953	41	21	.	.	PUNCT
ajlm-2953	42	1	hiv	hiv	PROPN
ajlm-2953	42	2	viral	viral	ADJ
ajlm-2953	42	3	load	load	NOUN
ajlm-2953	42	4	testing	testing	NOUN
ajlm-2953	42	5	hiv-1	hiv-1	PUNCT
ajlm-2953	42	6	vl	vl	PROPN
ajlm-2953	42	7	testing	testing	NOUN
ajlm-2953	42	8	was	be	AUX
ajlm-2953	42	9	performed	perform	VERB
ajlm-2953	42	10	using	use	VERB
ajlm-2953	42	11	the	the	DET
ajlm-2953	42	12	abbott	abbott	PROPN
ajlm-2953	42	13	alinity	alinity	PROPN
ajlm-2953	42	14	m	m	PROPN
ajlm-2953	42	15	hiv-1	hiv-1	X
ajlm-2953	42	16	assay	assay	PROPN
ajlm-2953	42	17	(	(	PUNCT
ajlm-2953	42	18	abbott	abbott	PROPN
ajlm-2953	42	19	molecular	molecular	PROPN
ajlm-2953	42	20	,	,	PUNCT
ajlm-2953	42	21	des	des	PROPN
ajlm-2953	42	22	plaines	plaines	PROPN
ajlm-2953	42	23	,	,	PUNCT
ajlm-2953	42	24	illinois	illinois	PROPN
ajlm-2953	42	25	,	,	PUNCT
ajlm-2953	42	26	united	united	PROPN
ajlm-2953	42	27	states	states	PROPN
ajlm-2953	42	28	)	)	PUNCT
ajlm-2953	42	29	,	,	PUNCT
ajlm-2953	42	30	a	a	DET
ajlm-2953	42	31	fully	fully	ADV
ajlm-2953	42	32	automated	automate	VERB
ajlm-2953	42	33	real	real	ADJ
ajlm-2953	42	34	-	-	PUNCT
ajlm-2953	42	35	time	time	NOUN
ajlm-2953	42	36	,	,	PUNCT
ajlm-2953	42	37	reverse	reverse	VERB
ajlm-2953	42	38	transcriptase	transcriptase	NOUN
ajlm-2953	42	39	polymerase	polymerase	NOUN
ajlm-2953	42	40	chain	chain	NOUN
ajlm-2953	42	41	reaction	reaction	NOUN
ajlm-2953	42	42	system	system	NOUN
ajlm-2953	42	43	used	use	VERB
ajlm-2953	42	44	in	in	ADP
ajlm-2953	42	45	south	south	ADJ
ajlm-2953	42	46	african	african	ADJ
ajlm-2953	42	47	laboratories	laboratory	NOUN
ajlm-2953	42	48	affiliated	affiliate	VERB
ajlm-2953	42	49	with	with	ADP
ajlm-2953	42	50	the	the	DET
ajlm-2953	42	51	nhls	nhls	NOUN
ajlm-2953	42	52	.	.	PUNCT
ajlm-2953	43	1	prior	prior	ADV
ajlm-2953	43	2	to	to	ADP
ajlm-2953	43	3	testing	testing	NOUN
ajlm-2953	43	4	,	,	PUNCT
ajlm-2953	43	5	specimen	specimen	PROPN
ajlm-2953	43	6	tubes	tube	NOUN
ajlm-2953	43	7	were	be	AUX
ajlm-2953	43	8	centrifuged	centrifuge	VERB
ajlm-2953	43	9	at	at	ADP
ajlm-2953	43	10	3000	3000	NUM
ajlm-2953	43	11	g	g	NOUN
ajlm-2953	43	12	for	for	ADP
ajlm-2953	43	13	10	10	NUM
ajlm-2953	43	14	min	min	NOUN
ajlm-2953	43	15	to	to	PART
ajlm-2953	43	16	separate	separate	VERB
ajlm-2953	43	17	plasma	plasma	NOUN
ajlm-2953	43	18	or	or	CCONJ
ajlm-2953	43	19	serum	serum	NOUN
ajlm-2953	43	20	.	.	PUNCT
ajlm-2953	44	1	the	the	DET
ajlm-2953	44	2	assay	assay	NOUN
ajlm-2953	44	3	processes	process	VERB
ajlm-2953	44	4	0.2	0.2	NUM
ajlm-2953	44	5	ml	ml	NOUN
ajlm-2953	44	6	to	to	ADP
ajlm-2953	44	7	1.0	1.0	NUM
ajlm-2953	44	8	ml	ml	NOUN
ajlm-2953	44	9	of	of	ADP
ajlm-2953	44	10	plasma	plasma	NOUN
ajlm-2953	44	11	or	or	CCONJ
ajlm-2953	44	12	serum	serum	NOUN
ajlm-2953	44	13	,	,	PUNCT
ajlm-2953	44	14	extracting	extract	VERB
ajlm-2953	44	15	hiv-1	hiv-1	X
ajlm-2953	44	16	rna	rna	NOUN
ajlm-2953	44	17	via	via	ADP
ajlm-2953	44	18	magnetic	magnetic	ADJ
ajlm-2953	44	19	microparticle	microparticle	PROPN
ajlm-2953	44	20	technology	technology	NOUN
ajlm-2953	44	21	and	and	CCONJ
ajlm-2953	44	22	amplifying	amplify	VERB
ajlm-2953	44	23	two	two	NUM
ajlm-2953	44	24	highly	highly	ADV
ajlm-2953	44	25	conserved	conserved	ADJ
ajlm-2953	44	26	genomic	genomic	ADJ
ajlm-2953	44	27	regions	region	NOUN
ajlm-2953	44	28	alongside	alongside	ADP
ajlm-2953	44	29	an	an	DET
ajlm-2953	44	30	internal	internal	ADJ
ajlm-2953	44	31	rna	rna	NOUN
ajlm-2953	44	32	control	control	NOUN
ajlm-2953	44	33	to	to	PART
ajlm-2953	44	34	monitor	monitor	VERB
ajlm-2953	44	35	assay	assay	ADJ
ajlm-2953	44	36	performance	performance	NOUN
ajlm-2953	44	37	.	.	PUNCT
ajlm-2953	45	1	for	for	ADP
ajlm-2953	45	2	specimens	specimen	NOUN
ajlm-2953	45	3	with	with	ADP
ajlm-2953	45	4	volumes	volume	NOUN
ajlm-2953	45	5	less	less	ADJ
ajlm-2953	45	6	than	than	ADP
ajlm-2953	45	7	0.2	0.2	NUM
ajlm-2953	45	8	ml	ml	NOUN
ajlm-2953	45	9	,	,	PUNCT
ajlm-2953	45	10	a	a	DET
ajlm-2953	45	11	1:5	1:5	NUM
ajlm-2953	45	12	dilution	dilution	NOUN
ajlm-2953	45	13	is	be	AUX
ajlm-2953	45	14	prepared	prepare	VERB
ajlm-2953	45	15	and	and	CCONJ
ajlm-2953	45	16	analysed	analyse	VERB
ajlm-2953	45	17	using	use	VERB
ajlm-2953	45	18	the	the	DET
ajlm-2953	45	19	1	1	NUM
ajlm-2953	45	20	ml	ml	NOUN
ajlm-2953	45	21	protocol	protocol	NOUN
ajlm-2953	45	22	.	.	PUNCT
ajlm-2953	46	1	the	the	DET
ajlm-2953	46	2	assay	assay	NOUN
ajlm-2953	46	3	demonstrates	demonstrate	VERB
ajlm-2953	46	4	a	a	DET
ajlm-2953	46	5	limit	limit	NOUN
ajlm-2953	46	6	of	of	ADP
ajlm-2953	46	7	detection	detection	NOUN
ajlm-2953	46	8	of	of	ADP
ajlm-2953	46	9	20	20	NUM
ajlm-2953	46	10	copies	copy	NOUN
ajlm-2953	46	11	/	/	SYM
ajlm-2953	46	12	ml	ml	NOUN
ajlm-2953	46	13	and	and	CCONJ
ajlm-2953	46	14	a	a	DET
ajlm-2953	46	15	quantification	quantification	NOUN
ajlm-2953	46	16	range	range	NOUN
ajlm-2953	46	17	of	of	ADP
ajlm-2953	46	18	20	20	NUM
ajlm-2953	46	19	copies	copy	NOUN
ajlm-2953	46	20	/	/	SYM
ajlm-2953	46	21	ml	ml	NUM
ajlm-2953	46	22	–	–	PUNCT
ajlm-2953	46	23	10	10	NUM
ajlm-2953	46	24	000	000	NUM
ajlm-2953	46	25	000	000	NUM
ajlm-2953	46	26	copies	copy	NOUN
ajlm-2953	46	27	/	/	SYM
ajlm-2953	46	28	ml	ml	ADP
ajlm-2953	46	29	,	,	PUNCT
ajlm-2953	46	30	with	with	ADP
ajlm-2953	46	31	the	the	DET
ajlm-2953	46	32	lower	low	ADJ
ajlm-2953	46	33	limit	limit	NOUN
ajlm-2953	46	34	of	of	ADP
ajlm-2953	46	35	quantification	quantification	NOUN
ajlm-2953	46	36	dependent	dependent	ADJ
ajlm-2953	46	37	on	on	ADP
ajlm-2953	46	38	input	input	NOUN
ajlm-2953	46	39	volume	volume	NOUN
ajlm-2953	46	40	(	(	PUNCT
ajlm-2953	46	41	50	50	NUM
ajlm-2953	46	42	copies	copy	NOUN
ajlm-2953	46	43	/	/	SYM
ajlm-2953	46	44	ml	ml	X
ajlm-2953	46	45	for	for	ADP
ajlm-2953	46	46	0.2	0.2	NUM
ajlm-2953	46	47	ml	ml	NOUN
ajlm-2953	46	48	protocol	protocol	NOUN
ajlm-2953	46	49	;	;	PUNCT
ajlm-2953	46	50	20	20	NUM
ajlm-2953	46	51	copies	copy	NOUN
ajlm-2953	46	52	/	/	SYM
ajlm-2953	46	53	ml	ml	X
ajlm-2953	46	54	for	for	ADP
ajlm-2953	46	55	1.0	1.0	NUM
ajlm-2953	46	56	ml	ml	NOUN
ajlm-2953	46	57	protocol	protocol	NOUN
ajlm-2953	46	58	)	)	PUNCT
ajlm-2953	46	59	.	.	PUNCT
ajlm-2953	47	1	it	it	PRON
ajlm-2953	47	2	is	be	AUX
ajlm-2953	47	3	validated	validate	VERB
ajlm-2953	47	4	for	for	ADP
ajlm-2953	47	5	hiv-1	hiv-1	PUNCT
ajlm-2953	47	6	groups	group	NOUN
ajlm-2953	47	7	m	m	VERB
ajlm-2953	47	8	(	(	PUNCT
ajlm-2953	47	9	subtypes	subtype	NOUN
ajlm-2953	47	10	a	a	PRON
ajlm-2953	47	11	–	–	PUNCT
ajlm-2953	47	12	h	h	NOUN
ajlm-2953	47	13	and	and	CCONJ
ajlm-2953	47	14	circulating	circulate	VERB
ajlm-2953	47	15	recombinant	recombinant	ADJ
ajlm-2953	47	16	forms	form	NOUN
ajlm-2953	47	17	)	)	PUNCT
ajlm-2953	47	18	,	,	PUNCT
ajlm-2953	47	19	o	o	NOUN
ajlm-2953	47	20	,	,	PUNCT
ajlm-2953	47	21	and	and	CCONJ
ajlm-2953	47	22	n	n	CCONJ
ajlm-2953	47	23	,	,	PUNCT
ajlm-2953	47	24	ensuring	ensure	VERB
ajlm-2953	47	25	broad	broad	ADJ
ajlm-2953	47	26	subtype	subtype	NOUN
ajlm-2953	47	27	inclusivity	inclusivity	NOUN
ajlm-2953	47	28	for	for	ADP
ajlm-2953	47	29	accurate	accurate	ADJ
ajlm-2953	47	30	clinical	clinical	ADJ
ajlm-2953	47	31	monitoring.6	monitoring.6	NOUN
ajlm-2953	47	32	data	datum	NOUN
ajlm-2953	47	33	collection	collection	NOUN
ajlm-2953	47	34	access	access	NOUN
ajlm-2953	47	35	to	to	ADP
ajlm-2953	47	36	patient	patient	NOUN
ajlm-2953	47	37	-	-	PUNCT
ajlm-2953	47	38	level	level	NOUN
ajlm-2953	47	39	hiv	hiv	PROPN
ajlm-2953	47	40	vl	vl	PROPN
ajlm-2953	47	41	data	datum	NOUN
ajlm-2953	47	42	stored	store	VERB
ajlm-2953	47	43	in	in	ADP
ajlm-2953	47	44	the	the	DET
ajlm-2953	47	45	nhls	nhls	ADJ
ajlm-2953	47	46	corporate	corporate	ADJ
ajlm-2953	47	47	data	datum	NOUN
ajlm-2953	47	48	warehouse	warehouse	NOUN
ajlm-2953	47	49	in	in	ADP
ajlm-2953	47	50	johannesburg	johannesburg	PROPN
ajlm-2953	47	51	was	be	AUX
ajlm-2953	47	52	obtained	obtain	VERB
ajlm-2953	47	53	through	through	ADP
ajlm-2953	47	54	the	the	DET
ajlm-2953	47	55	academic	academic	ADJ
ajlm-2953	47	56	affairs	affairs	PROPN
ajlm-2953	47	57	and	and	CCONJ
ajlm-2953	47	58	research	research	NOUN
ajlm-2953	47	59	management	management	NOUN
ajlm-2953	47	60	system	system	NOUN
ajlm-2953	47	61	.	.	PUNCT
ajlm-2953	48	1	following	follow	VERB
ajlm-2953	48	2	institutional	institutional	ADJ
ajlm-2953	48	3	approval	approval	NOUN
ajlm-2953	48	4	,	,	PUNCT
ajlm-2953	48	5	hiv	hiv	PROPN
ajlm-2953	48	6	vl	vl	PROPN
ajlm-2953	48	7	data	datum	NOUN
ajlm-2953	48	8	from	from	ADP
ajlm-2953	48	9	the	the	DET
ajlm-2953	48	10	trakcare	trakcare	NOUN
ajlm-2953	48	11	laboratory	laboratory	NOUN
ajlm-2953	48	12	information	information	NOUN
ajlm-2953	48	13	system	system	NOUN
ajlm-2953	48	14	were	be	AUX
ajlm-2953	48	15	extracted	extract	VERB
ajlm-2953	48	16	for	for	ADP
ajlm-2953	48	17	the	the	DET
ajlm-2953	48	18	limpopo	limpopo	PROPN
ajlm-2953	48	19	and	and	CCONJ
ajlm-2953	48	20	western	western	ADJ
ajlm-2953	48	21	cape	cape	NOUN
ajlm-2953	48	22	provinces	province	NOUN
ajlm-2953	48	23	,	,	PUNCT
ajlm-2953	48	24	covering	cover	VERB
ajlm-2953	48	25	the	the	DET
ajlm-2953	48	26	period	period	NOUN
ajlm-2953	48	27	from	from	ADP
ajlm-2953	48	28	2023	2023	NUM
ajlm-2953	48	29	to	to	ADP
ajlm-2953	48	30	2024	2024	NUM
ajlm-2953	48	31	.	.	PUNCT
ajlm-2953	49	1	the	the	DET
ajlm-2953	49	2	data	datum	NOUN
ajlm-2953	49	3	were	be	AUX
ajlm-2953	49	4	provided	provide	VERB
ajlm-2953	49	5	in	in	ADP
ajlm-2953	49	6	comma	comma	NOUN
ajlm-2953	49	7	-	-	PUNCT
ajlm-2953	49	8	separated	separate	VERB
ajlm-2953	49	9	values	value	NOUN
ajlm-2953	49	10	(	(	PUNCT
ajlm-2953	49	11	.csv	.csv	ADJ
ajlm-2953	49	12	)	)	PUNCT
ajlm-2953	49	13	format	format	NOUN
ajlm-2953	49	14	.	.	PUNCT
ajlm-2953	50	1	to	to	PART
ajlm-2953	50	2	investigate	investigate	VERB
ajlm-2953	50	3	the	the	DET
ajlm-2953	50	4	potential	potential	ADJ
ajlm-2953	50	5	impact	impact	NOUN
ajlm-2953	50	6	of	of	ADP
ajlm-2953	50	7	laboratory	laboratory	NOUN
ajlm-2953	50	8	contamination	contamination	NOUN
ajlm-2953	50	9	on	on	ADP
ajlm-2953	50	10	negative	negative	ADJ
ajlm-2953	50	11	control	control	NOUN
ajlm-2953	50	12	results	result	NOUN
ajlm-2953	50	13	,	,	PUNCT
ajlm-2953	50	14	relevant	relevant	ADJ
ajlm-2953	50	15	maintenance	maintenance	NOUN
ajlm-2953	50	16	records	record	NOUN
ajlm-2953	50	17	were	be	AUX
ajlm-2953	50	18	requested	request	VERB
ajlm-2953	50	19	from	from	ADP
ajlm-2953	50	20	an	an	DET
ajlm-2953	50	21	abbott	abbott	PROPN
ajlm-2953	50	22	representative	representative	NOUN
ajlm-2953	50	23	for	for	ADP
ajlm-2953	50	24	both	both	DET
ajlm-2953	50	25	laboratories	laboratory	NOUN
ajlm-2953	50	26	.	.	PUNCT
ajlm-2953	51	1	in	in	ADP
ajlm-2953	51	2	addition	addition	NOUN
ajlm-2953	51	3	,	,	PUNCT
ajlm-2953	51	4	contextual	contextual	ADJ
ajlm-2953	51	5	information	information	NOUN
ajlm-2953	51	6	on	on	ADP
ajlm-2953	51	7	hiv	hiv	PROPN
ajlm-2953	51	8	prevalence	prevalence	NOUN
ajlm-2953	51	9	and	and	CCONJ
ajlm-2953	51	10	art	art	NOUN
ajlm-2953	51	11	coverage	coverage	NOUN
ajlm-2953	51	12	was	be	AUX
ajlm-2953	51	13	sourced	source	VERB
ajlm-2953	51	14	from	from	ADP
ajlm-2953	51	15	the	the	DET
ajlm-2953	51	16	thembisa	thembisa	ADJ
ajlm-2953	51	17	model7	model7	NOUN
ajlm-2953	51	18	—	—	PUNCT
ajlm-2953	51	19	a	a	DET
ajlm-2953	51	20	comprehensive	comprehensive	ADJ
ajlm-2953	51	21	,	,	PUNCT
ajlm-2953	51	22	publicly	publicly	ADV
ajlm-2953	51	23	available	available	ADJ
ajlm-2953	51	24	hiv	hiv	PROPN
ajlm-2953	51	25	modelling	model	VERB
ajlm-2953	51	26	tool	tool	NOUN
ajlm-2953	51	27	developed	develop	VERB
ajlm-2953	51	28	for	for	ADP
ajlm-2953	51	29	south	south	PROPN
ajlm-2953	51	30	africa	africa	PROPN
ajlm-2953	51	31	.	.	PUNCT
ajlm-2953	52	1	the	the	DET
ajlm-2953	52	2	model	model	NOUN
ajlm-2953	52	3	integrates	integrate	VERB
ajlm-2953	52	4	demographic	demographic	ADJ
ajlm-2953	52	5	,	,	PUNCT
ajlm-2953	52	6	behavioural	behavioural	ADJ
ajlm-2953	52	7	and	and	CCONJ
ajlm-2953	52	8	treatment	treatment	NOUN
ajlm-2953	52	9	-	-	PUNCT
ajlm-2953	52	10	related	relate	VERB
ajlm-2953	52	11	data	datum	NOUN
ajlm-2953	52	12	to	to	PART
ajlm-2953	52	13	estimate	estimate	VERB
ajlm-2953	52	14	hiv	hiv	PROPN
ajlm-2953	52	15	trends	trend	NOUN
ajlm-2953	52	16	and	and	CCONJ
ajlm-2953	52	17	assess	assess	VERB
ajlm-2953	52	18	intervention	intervention	NOUN
ajlm-2953	52	19	impacts	impact	NOUN
ajlm-2953	52	20	,	,	PUNCT
ajlm-2953	52	21	and	and	CCONJ
ajlm-2953	52	22	it	it	PRON
ajlm-2953	52	23	is	be	AUX
ajlm-2953	52	24	updated	update	VERB
ajlm-2953	52	25	routinely	routinely	ADV
ajlm-2953	52	26	at	at	ADP
ajlm-2953	52	27	both	both	CCONJ
ajlm-2953	52	28	national	national	ADJ
ajlm-2953	52	29	and	and	CCONJ
ajlm-2953	52	30	provincial	provincial	ADJ
ajlm-2953	52	31	levels	level	NOUN
ajlm-2953	52	32	.	.	PUNCT
ajlm-2953	53	1	data	data	NOUN
ajlm-2953	53	2	/	/	SYM
ajlm-2953	53	3	statistical	statistical	ADJ
ajlm-2953	53	4	analysis	analysis	NOUN
ajlm-2953	53	5	data	datum	NOUN
ajlm-2953	53	6	were	be	AUX
ajlm-2953	53	7	analysed	analyse	VERB
ajlm-2953	53	8	using	use	VERB
ajlm-2953	53	9	a	a	DET
ajlm-2953	53	10	custom	custom	NOUN
ajlm-2953	53	11	python	python	NOUN
ajlm-2953	53	12	script	script	NOUN
ajlm-2953	53	13	developed	develop	VERB
ajlm-2953	53	14	with	with	ADP
ajlm-2953	53	15	the	the	DET
ajlm-2953	53	16	pandas	panda	NOUN
ajlm-2953	53	17	library	library	NOUN
ajlm-2953	53	18	(	(	PUNCT
ajlm-2953	53	19	python	python	PROPN
ajlm-2953	53	20	software	software	PROPN
ajlm-2953	53	21	foundation	foundation	PROPN
ajlm-2953	53	22	,	,	PUNCT
ajlm-2953	53	23	wilmington	wilmington	PROPN
ajlm-2953	53	24	,	,	PUNCT
ajlm-2953	53	25	delaware	delaware	PROPN
ajlm-2953	53	26	,	,	PUNCT
ajlm-2953	53	27	united	united	PROPN
ajlm-2953	53	28	states	states	PROPN
ajlm-2953	53	29	)	)	PUNCT
ajlm-2953	53	30	,	,	PUNCT
ajlm-2953	53	31	an	an	DET
ajlm-2953	53	32	open	open	ADJ
ajlm-2953	53	33	-	-	PUNCT
ajlm-2953	53	34	source	source	NOUN
ajlm-2953	53	35	data	data	NOUN
ajlm-2953	53	36	analysis	analysis	NOUN
ajlm-2953	53	37	toolkit	toolkit	NOUN
ajlm-2953	53	38	used	use	VERB
ajlm-2953	53	39	widely	widely	ADV
ajlm-2953	53	40	in	in	ADP
ajlm-2953	53	41	data	datum	NOUN
ajlm-2953	53	42	science	science	NOUN
ajlm-2953	53	43	for	for	ADP
ajlm-2953	53	44	efficient	efficient	ADJ
ajlm-2953	53	45	manipulation	manipulation	NOUN
ajlm-2953	53	46	,	,	PUNCT
ajlm-2953	53	47	cleaning	cleaning	NOUN
ajlm-2953	53	48	and	and	CCONJ
ajlm-2953	53	49	transformation	transformation	NOUN
ajlm-2953	53	50	of	of	ADP
ajlm-2953	53	51	structured	structured	ADJ
ajlm-2953	53	52	data	datum	NOUN
ajlm-2953	53	53	.	.	PUNCT
ajlm-2953	54	1	there	there	PRON
ajlm-2953	54	2	were	be	VERB
ajlm-2953	54	3	two	two	NUM
ajlm-2953	54	4	main	main	ADJ
ajlm-2953	54	5	datasets	dataset	NOUN
ajlm-2953	54	6	:	:	PUNCT
ajlm-2953	54	7	one	one	NUM
ajlm-2953	54	8	extracted	extract	VERB
ajlm-2953	54	9	for	for	ADP
ajlm-2953	54	10	limpopo	limpopo	PROPN
ajlm-2953	54	11	province	province	NOUN
ajlm-2953	54	12	and	and	CCONJ
ajlm-2953	54	13	the	the	DET
ajlm-2953	54	14	other	other	ADJ
ajlm-2953	54	15	for	for	ADP
ajlm-2953	54	16	the	the	DET
ajlm-2953	54	17	western	western	ADJ
ajlm-2953	54	18	cape	cape	NOUN
ajlm-2953	54	19	province	province	NOUN
ajlm-2953	54	20	.	.	PUNCT
ajlm-2953	55	1	the	the	DET
ajlm-2953	55	2	initial	initial	ADJ
ajlm-2953	55	3	step	step	NOUN
ajlm-2953	55	4	of	of	ADP
ajlm-2953	55	5	the	the	DET
ajlm-2953	55	6	script	script	NOUN
ajlm-2953	55	7	involved	involve	VERB
ajlm-2953	55	8	a	a	DET
ajlm-2953	55	9	data	datum	NOUN
ajlm-2953	55	10	clean	clean	ADJ
ajlm-2953	55	11	-	-	PUNCT
ajlm-2953	55	12	up	up	ADP
ajlm-2953	55	13	process	process	NOUN
ajlm-2953	55	14	,	,	PUNCT
ajlm-2953	55	15	during	during	ADP
ajlm-2953	55	16	which	which	PRON
ajlm-2953	55	17	duplicate	duplicate	ADJ
ajlm-2953	55	18	records	record	NOUN
ajlm-2953	55	19	,	,	PUNCT
ajlm-2953	55	20	records	record	NOUN
ajlm-2953	55	21	falling	fall	VERB
ajlm-2953	55	22	outside	outside	ADP
ajlm-2953	55	23	the	the	DET
ajlm-2953	55	24	specified	specified	ADJ
ajlm-2953	55	25	time	time	NOUN
ajlm-2953	55	26	period	period	NOUN
ajlm-2953	55	27	,	,	PUNCT
ajlm-2953	55	28	entries	entry	NOUN
ajlm-2953	55	29	with	with	ADP
ajlm-2953	55	30	incorrect	incorrect	ADJ
ajlm-2953	55	31	data	datum	NOUN
ajlm-2953	55	32	types	type	NOUN
ajlm-2953	55	33	or	or	CCONJ
ajlm-2953	55	34	formats	format	NOUN
ajlm-2953	55	35	,	,	PUNCT
ajlm-2953	55	36	and	and	CCONJ
ajlm-2953	55	37	records	record	NOUN
ajlm-2953	55	38	with	with	ADP
ajlm-2953	55	39	missing	miss	VERB
ajlm-2953	55	40	information	information	NOUN
ajlm-2953	55	41	in	in	ADP
ajlm-2953	55	42	key	key	ADJ
ajlm-2953	55	43	fields	field	NOUN
ajlm-2953	55	44	were	be	AUX
ajlm-2953	55	45	removed	remove	VERB
ajlm-2953	55	46	.	.	PUNCT
ajlm-2953	56	1	after	after	ADP
ajlm-2953	56	2	the	the	DET
ajlm-2953	56	3	clean	clean	ADJ
ajlm-2953	56	4	-	-	PUNCT
ajlm-2953	56	5	up	up	ADP
ajlm-2953	56	6	process	process	NOUN
ajlm-2953	56	7	,	,	PUNCT
ajlm-2953	56	8	the	the	DET
ajlm-2953	56	9	number	number	NOUN
ajlm-2953	56	10	of	of	ADP
ajlm-2953	56	11	hiv	hiv	PROPN
ajlm-2953	56	12	vl	vl	PROPN
ajlm-2953	56	13	records	record	NOUN
ajlm-2953	56	14	from	from	ADP
ajlm-2953	56	15	the	the	DET
ajlm-2953	56	16	western	western	ADJ
ajlm-2953	56	17	cape	cape	NOUN
ajlm-2953	56	18	between	between	ADP
ajlm-2953	56	19	01	01	NUM
ajlm-2953	56	20	january	january	PROPN
ajlm-2953	56	21	2023	2023	NUM
ajlm-2953	56	22	and	and	CCONJ
ajlm-2953	56	23	31	31	NUM
ajlm-2953	56	24	december	december	PROPN
ajlm-2953	56	25	2024	2024	NUM
ajlm-2953	56	26	was	be	AUX
ajlm-2953	56	27	818	818	NUM
ajlm-2953	56	28	989	989	NUM
ajlm-2953	56	29	,	,	PUNCT
ajlm-2953	56	30	while	while	SCONJ
ajlm-2953	56	31	the	the	DET
ajlm-2953	56	32	limpopo	limpopo	PROPN
ajlm-2953	56	33	dataset	dataset	NOUN
ajlm-2953	56	34	contained	contain	VERB
ajlm-2953	56	35	1	1	NUM
ajlm-2953	56	36	169	169	NUM
ajlm-2953	56	37	903	903	NUM
ajlm-2953	56	38	records	record	NOUN
ajlm-2953	56	39	.	.	PUNCT
ajlm-2953	57	1	the	the	DET
ajlm-2953	57	2	script	script	NOUN
ajlm-2953	57	3	then	then	ADV
ajlm-2953	57	4	aggregated	aggregate	VERB
ajlm-2953	57	5	individual	individual	ADJ
ajlm-2953	57	6	vl	vl	PROPN
ajlm-2953	57	7	results	result	NOUN
ajlm-2953	57	8	into	into	ADP
ajlm-2953	57	9	predefined	predefined	ADJ
ajlm-2953	57	10	ranges	range	NOUN
ajlm-2953	57	11	:	:	PUNCT
ajlm-2953	57	12	ldl	ldl	VERB
ajlm-2953	57	13	,	,	PUNCT
ajlm-2953	57	14	<	<	X
ajlm-2953	57	15	50	50	NUM
ajlm-2953	57	16	copies	copy	NOUN
ajlm-2953	57	17	/	/	SYM
ajlm-2953	57	18	ml	ml	NOUN
ajlm-2953	57	19	,	,	PUNCT
ajlm-2953	57	20	50–199	50–199	PROPN
ajlm-2953	57	21	copies	copy	NOUN
ajlm-2953	57	22	/	/	SYM
ajlm-2953	57	23	ml	ml	NOUN
ajlm-2953	57	24	,	,	PUNCT
ajlm-2953	57	25	200–1000	200–1000	NUM
ajlm-2953	57	26	copies	copy	NOUN
ajlm-2953	57	27	/	/	SYM
ajlm-2953	57	28	ml	ml	NOUN
ajlm-2953	57	29	,	,	PUNCT
ajlm-2953	57	30	and	and	CCONJ
ajlm-2953	57	31	>	>	SYM
ajlm-2953	57	32	1000	1000	NUM
ajlm-2953	57	33	copies	copy	NOUN
ajlm-2953	57	34	/	/	SYM
ajlm-2953	57	35	ml	ml	NOUN
ajlm-2953	57	36	.	.	NOUN
ajlm-2953	57	37	results	result	NOUN
ajlm-2953	57	38	below	below	ADP
ajlm-2953	57	39	the	the	DET
ajlm-2953	57	40	limit	limit	NOUN
ajlm-2953	57	41	of	of	ADP
ajlm-2953	57	42	quantification	quantification	NOUN
ajlm-2953	57	43	(	(	PUNCT
ajlm-2953	57	44	<	<	X
ajlm-2953	57	45	20	20	NUM
ajlm-2953	57	46	copies	copy	NOUN
ajlm-2953	57	47	/	/	SYM
ajlm-2953	57	48	ml	ml	NOUN
ajlm-2953	57	49	or	or	CCONJ
ajlm-2953	57	50	<	<	X
ajlm-2953	57	51	50	50	NUM
ajlm-2953	57	52	copies	copy	NOUN
ajlm-2953	57	53	/	/	PUNCT
ajlm-2953	57	54	ml	ml	NOUN
ajlm-2953	57	55	depending	depend	VERB
ajlm-2953	57	56	on	on	ADP
ajlm-2953	57	57	volume	volume	NOUN
ajlm-2953	57	58	protocol	protocol	NOUN
ajlm-2953	57	59	)	)	PUNCT
ajlm-2953	57	60	,	,	PUNCT
ajlm-2953	57	61	as	as	ADV
ajlm-2953	57	62	well	well	ADV
ajlm-2953	57	63	as	as	ADP
ajlm-2953	57	64	absolute	absolute	ADJ
ajlm-2953	57	65	values	value	NOUN
ajlm-2953	57	66	<	<	X
ajlm-2953	57	67	50	50	NUM
ajlm-2953	57	68	copies	copy	NOUN
ajlm-2953	57	69	/	/	SYM
ajlm-2953	57	70	ml	ml	NOUN
ajlm-2953	57	71	,	,	PUNCT
ajlm-2953	57	72	were	be	AUX
ajlm-2953	57	73	grouped	group	VERB
ajlm-2953	57	74	into	into	ADP
ajlm-2953	57	75	the	the	DET
ajlm-2953	57	76	‘	'	PUNCT
ajlm-2953	57	77	<	<	X
ajlm-2953	57	78	50	50	NUM
ajlm-2953	57	79	’	'	PUNCT
ajlm-2953	57	80	category	category	NOUN
ajlm-2953	57	81	.	.	PUNCT
ajlm-2953	58	1	monthly	monthly	ADJ
ajlm-2953	58	2	counts	count	NOUN
ajlm-2953	58	3	were	be	AUX
ajlm-2953	58	4	grouped	group	VERB
ajlm-2953	58	5	based	base	VERB
ajlm-2953	58	6	on	on	ADP
ajlm-2953	58	7	specimen	speciman	NOUN
ajlm-2953	58	8	‘	'	PUNCT
ajlm-2953	58	9	collection	collection	NOUN
ajlm-2953	58	10	date	date	NOUN
ajlm-2953	58	11	’	'	PUNCT
ajlm-2953	58	12	for	for	ADP
ajlm-2953	58	13	both	both	DET
ajlm-2953	58	14	laboratories	laboratory	NOUN
ajlm-2953	58	15	(	(	PUNCT
ajlm-2953	58	16	online	online	ADJ
ajlm-2953	58	17	supplementary	supplementary	ADJ
ajlm-2953	58	18	tables	table	NOUN
ajlm-2953	58	19	1–5	1–5	NUM
ajlm-2953	58	20	)	)	PUNCT
ajlm-2953	58	21	.	.	PUNCT
ajlm-2953	59	1	for	for	ADP
ajlm-2953	59	2	comparative	comparative	ADJ
ajlm-2953	59	3	purposes	purpose	NOUN
ajlm-2953	59	4	,	,	PUNCT
ajlm-2953	59	5	absolute	absolute	ADJ
ajlm-2953	59	6	monthly	monthly	ADJ
ajlm-2953	59	7	counts	count	NOUN
ajlm-2953	59	8	were	be	AUX
ajlm-2953	59	9	converted	convert	VERB
ajlm-2953	59	10	into	into	ADP
ajlm-2953	59	11	percentages	percentage	NOUN
ajlm-2953	59	12	of	of	ADP
ajlm-2953	59	13	total	total	ADJ
ajlm-2953	59	14	vl	vl	NOUN
ajlm-2953	59	15	tests	test	NOUN
ajlm-2953	59	16	per	per	ADP
ajlm-2953	59	17	month	month	NOUN
ajlm-2953	59	18	.	.	PUNCT
ajlm-2953	60	1	these	these	DET
ajlm-2953	60	2	data	datum	NOUN
ajlm-2953	60	3	were	be	AUX
ajlm-2953	60	4	visualised	visualise	VERB
ajlm-2953	60	5	using	use	VERB
ajlm-2953	60	6	clustered	clustered	ADJ
ajlm-2953	60	7	bar	bar	NOUN
ajlm-2953	60	8	graphs	graph	NOUN
ajlm-2953	60	9	in	in	ADP
ajlm-2953	60	10	microsoft	microsoft	PROPN
ajlm-2953	60	11	excel	excel	PROPN
ajlm-2953	60	12	(	(	PUNCT
ajlm-2953	60	13	microsoft	microsoft	PROPN
ajlm-2953	60	14	corporation	corporation	PROPN
ajlm-2953	60	15	,	,	PUNCT
ajlm-2953	60	16	redmond	redmond	PROPN
ajlm-2953	60	17	,	,	PUNCT
ajlm-2953	60	18	washington	washington	PROPN
ajlm-2953	60	19	,	,	PUNCT
ajlm-2953	60	20	united	united	PROPN
ajlm-2953	60	21	states	states	PROPN
ajlm-2953	60	22	)	)	PUNCT
ajlm-2953	60	23	to	to	PART
ajlm-2953	60	24	facilitate	facilitate	VERB
ajlm-2953	60	25	interpretation	interpretation	NOUN
ajlm-2953	60	26	(	(	PUNCT
ajlm-2953	60	27	online	online	PROPN
ajlm-2953	60	28	supplementary	supplementary	ADJ
ajlm-2953	60	29	figures	figure	NOUN
ajlm-2953	60	30	1–4	1–4	NUM
ajlm-2953	60	31	)	)	PUNCT
ajlm-2953	60	32	.	.	PUNCT
ajlm-2953	61	1	monthly	monthly	ADJ
ajlm-2953	61	2	turnaround	turnaround	NOUN
ajlm-2953	61	3	time	time	NOUN
ajlm-2953	61	4	(	(	PUNCT
ajlm-2953	61	5	tat	tat	NOUN
ajlm-2953	61	6	)	)	PUNCT
ajlm-2953	61	7	was	be	AUX
ajlm-2953	61	8	plotted	plot	VERB
ajlm-2953	61	9	on	on	ADP
ajlm-2953	61	10	the	the	DET
ajlm-2953	61	11	same	same	ADJ
ajlm-2953	61	12	graph	graph	NOUN
ajlm-2953	61	13	as	as	ADP
ajlm-2953	61	14	a	a	DET
ajlm-2953	61	15	secondary	secondary	ADJ
ajlm-2953	61	16	line	line	NOUN
ajlm-2953	61	17	chart	chart	NOUN
ajlm-2953	61	18	,	,	PUNCT
ajlm-2953	61	19	measured	measure	VERB
ajlm-2953	61	20	in	in	ADP
ajlm-2953	61	21	days	day	NOUN
ajlm-2953	61	22	.	.	PUNCT
ajlm-2953	62	1	turnaround	turnaround	NOUN
ajlm-2953	62	2	time	time	NOUN
ajlm-2953	62	3	was	be	AUX
ajlm-2953	62	4	calculated	calculate	VERB
ajlm-2953	62	5	as	as	ADP
ajlm-2953	62	6	the	the	DET
ajlm-2953	62	7	difference	difference	NOUN
ajlm-2953	62	8	between	between	ADP
ajlm-2953	62	9	‘	'	PUNCT
ajlm-2953	62	10	registration	registration	NOUN
ajlm-2953	62	11	date	date	NOUN
ajlm-2953	62	12	’	'	PUNCT
ajlm-2953	62	13	(	(	PUNCT
ajlm-2953	62	14	when	when	SCONJ
ajlm-2953	62	15	specimens	specimen	NOUN
ajlm-2953	62	16	were	be	AUX
ajlm-2953	62	17	logged	log	VERB
ajlm-2953	62	18	into	into	ADP
ajlm-2953	62	19	the	the	DET
ajlm-2953	62	20	laboratory	laboratory	NOUN
ajlm-2953	62	21	information	information	NOUN
ajlm-2953	62	22	system	system	NOUN
ajlm-2953	62	23	)	)	PUNCT
ajlm-2953	62	24	and	and	CCONJ
ajlm-2953	62	25	‘	'	PUNCT
ajlm-2953	62	26	entered	enter	VERB
ajlm-2953	62	27	date	date	NOUN
ajlm-2953	62	28	’	'	PUNCT
ajlm-2953	62	29	(	(	PUNCT
ajlm-2953	62	30	when	when	SCONJ
ajlm-2953	62	31	test	test	NOUN
ajlm-2953	62	32	results	result	NOUN
ajlm-2953	62	33	were	be	AUX
ajlm-2953	62	34	entered	enter	VERB
ajlm-2953	62	35	automatically	automatically	ADV
ajlm-2953	62	36	post	post	ADJ
ajlm-2953	62	37	-	-	ADJ
ajlm-2953	62	38	processing	processing	NOUN
ajlm-2953	62	39	on	on	ADP
ajlm-2953	62	40	the	the	DET
ajlm-2953	62	41	alinity	alinity	NOUN
ajlm-2953	62	42	m	m	NOUN
ajlm-2953	62	43	platform	platform	NOUN
ajlm-2953	62	44	)	)	PUNCT
ajlm-2953	62	45	.	.	PUNCT
ajlm-2953	63	1	a	a	DET
ajlm-2953	63	2	separate	separate	ADJ
ajlm-2953	63	3	chart	chart	NOUN
ajlm-2953	63	4	was	be	AUX
ajlm-2953	63	5	created	create	VERB
ajlm-2953	63	6	to	to	PART
ajlm-2953	63	7	assess	assess	VERB
ajlm-2953	63	8	operations	operation	NOUN
ajlm-2953	63	9	in	in	ADP
ajlm-2953	63	10	limpopo	limpopo	PROPN
ajlm-2953	63	11	by	by	ADP
ajlm-2953	63	12	grouping	group	VERB
ajlm-2953	63	13	the	the	DET
ajlm-2953	63	14	number	number	NOUN
ajlm-2953	63	15	of	of	ADP
ajlm-2953	63	16	specimens	specimen	NOUN
ajlm-2953	63	17	by	by	ADP
ajlm-2953	63	18	month	month	NOUN
ajlm-2953	63	19	using	use	VERB
ajlm-2953	63	20	the	the	DET
ajlm-2953	63	21	‘	'	PUNCT
ajlm-2953	63	22	collection	collection	NOUN
ajlm-2953	63	23	date	date	NOUN
ajlm-2953	63	24	’	'	PUNCT
ajlm-2953	63	25	field	field	NOUN
ajlm-2953	63	26	and	and	CCONJ
ajlm-2953	63	27	again	again	ADV
ajlm-2953	63	28	with	with	ADP
ajlm-2953	63	29	the	the	DET
ajlm-2953	63	30	‘	'	PUNCT
ajlm-2953	63	31	entered	enter	VERB
ajlm-2953	63	32	date	date	NOUN
ajlm-2953	63	33	’	'	PUNCT
ajlm-2953	63	34	field	field	NOUN
ajlm-2953	63	35	.	.	PUNCT
ajlm-2953	64	1	this	this	PRON
ajlm-2953	64	2	helped	help	VERB
ajlm-2953	64	3	to	to	PART
ajlm-2953	64	4	evaluate	evaluate	VERB
ajlm-2953	64	5	workflow	workflow	NOUN
ajlm-2953	64	6	efficiency	efficiency	NOUN
ajlm-2953	64	7	,	,	PUNCT
ajlm-2953	64	8	identify	identify	VERB
ajlm-2953	64	9	potential	potential	ADJ
ajlm-2953	64	10	backlogs	backlog	NOUN
ajlm-2953	64	11	,	,	PUNCT
ajlm-2953	64	12	and	and	CCONJ
ajlm-2953	64	13	determine	determine	VERB
ajlm-2953	64	14	whether	whether	SCONJ
ajlm-2953	64	15	delayed	delay	VERB
ajlm-2953	64	16	processing	processing	NOUN
ajlm-2953	64	17	had	have	AUX
ajlm-2953	64	18	contributed	contribute	VERB
ajlm-2953	64	19	to	to	ADP
ajlm-2953	64	20	increased	increase	VERB
ajlm-2953	64	21	tats	tat	NOUN
ajlm-2953	64	22	and	and	CCONJ
ajlm-2953	64	23	the	the	DET
ajlm-2953	64	24	referral	referral	NOUN
ajlm-2953	64	25	of	of	ADP
ajlm-2953	64	26	specimens	specimen	NOUN
ajlm-2953	64	27	to	to	PART
ajlm-2953	64	28	reference	reference	VERB
ajlm-2953	64	29	laboratories	laboratory	NOUN
ajlm-2953	64	30	outside	outside	ADP
ajlm-2953	64	31	the	the	DET
ajlm-2953	64	32	province	province	NOUN
ajlm-2953	64	33	.	.	PUNCT
ajlm-2953	65	1	if	if	SCONJ
ajlm-2953	65	2	the	the	DET
ajlm-2953	65	3	number	number	NOUN
ajlm-2953	65	4	of	of	ADP
ajlm-2953	65	5	specimens	specimen	NOUN
ajlm-2953	65	6	collected	collect	VERB
ajlm-2953	65	7	in	in	ADP
ajlm-2953	65	8	a	a	DET
ajlm-2953	65	9	given	give	VERB
ajlm-2953	65	10	month	month	NOUN
ajlm-2953	65	11	exceeded	exceed	VERB
ajlm-2953	65	12	the	the	DET
ajlm-2953	65	13	number	number	NOUN
ajlm-2953	65	14	processed	process	VERB
ajlm-2953	65	15	,	,	PUNCT
ajlm-2953	65	16	it	it	PRON
ajlm-2953	65	17	suggested	suggest	VERB
ajlm-2953	65	18	the	the	DET
ajlm-2953	65	19	presence	presence	NOUN
ajlm-2953	65	20	of	of	ADP
ajlm-2953	65	21	a	a	DET
ajlm-2953	65	22	backlog	backlog	NOUN
ajlm-2953	65	23	.	.	PUNCT
ajlm-2953	66	1	to	to	PART
ajlm-2953	66	2	quantify	quantify	VERB
ajlm-2953	66	3	objectively	objectively	ADV
ajlm-2953	66	4	the	the	DET
ajlm-2953	66	5	deviations	deviation	NOUN
ajlm-2953	66	6	observed	observe	VERB
ajlm-2953	66	7	in	in	ADP
ajlm-2953	66	8	vl	vl	PROPN
ajlm-2953	66	9	distributions	distribution	NOUN
ajlm-2953	66	10	,	,	PUNCT
ajlm-2953	66	11	2024	2024	NUM
ajlm-2953	66	12	monthly	monthly	ADJ
ajlm-2953	66	13	results	result	NOUN
ajlm-2953	66	14	were	be	AUX
ajlm-2953	66	15	compared	compare	VERB
ajlm-2953	66	16	with	with	ADP
ajlm-2953	66	17	corresponding	correspond	VERB
ajlm-2953	66	18	2023	2023	NUM
ajlm-2953	66	19	data	datum	NOUN
ajlm-2953	66	20	within	within	ADP
ajlm-2953	66	21	each	each	DET
ajlm-2953	66	22	vl	vl	ADJ
ajlm-2953	66	23	range	range	NOUN
ajlm-2953	66	24	.	.	PUNCT
ajlm-2953	67	1	z	z	NOUN
ajlm-2953	67	2	-	-	PUNCT
ajlm-2953	67	3	scores	score	NOUN
ajlm-2953	67	4	were	be	AUX
ajlm-2953	67	5	calculated	calculate	VERB
ajlm-2953	67	6	as	as	ADP
ajlm-2953	67	7	standardised	standardised	ADJ
ajlm-2953	67	8	deviations	deviation	NOUN
ajlm-2953	67	9	(	(	PUNCT
ajlm-2953	67	10	z	z	NOUN
ajlm-2953	67	11	=	=	PUNCT
ajlm-2953	68	1	[	[	X
ajlm-2953	68	2	result	result	NOUN
ajlm-2953	68	3	–	–	PUNCT
ajlm-2953	68	4	mean]/standard	mean]/standard	ADJ
ajlm-2953	68	5	deviation	deviation	NOUN
ajlm-2953	68	6	)	)	PUNCT
ajlm-2953	68	7	based	base	VERB
ajlm-2953	68	8	on	on	ADP
ajlm-2953	68	9	2023	2023	NUM
ajlm-2953	68	10	means	mean	NOUN
ajlm-2953	68	11	and	and	CCONJ
ajlm-2953	68	12	standard	standard	ADJ
ajlm-2953	68	13	deviations	deviation	NOUN
ajlm-2953	68	14	,	,	PUNCT
ajlm-2953	68	15	allowing	allow	VERB
ajlm-2953	68	16	consistent	consistent	ADJ
ajlm-2953	68	17	comparison	comparison	NOUN
ajlm-2953	68	18	across	across	ADP
ajlm-2953	68	19	categories	category	NOUN
ajlm-2953	68	20	(	(	PUNCT
ajlm-2953	68	21	online	online	PROPN
ajlm-2953	68	22	supplementary	supplementary	ADJ
ajlm-2953	68	23	tables	table	NOUN
ajlm-2953	68	24	1–5	1–5	NUM
ajlm-2953	68	25	)	)	PUNCT
ajlm-2953	68	26	.	.	PUNCT
ajlm-2953	69	1	heatmaps	heatmap	NOUN
ajlm-2953	69	2	generated	generate	VERB
ajlm-2953	69	3	using	use	VERB
ajlm-2953	69	4	the	the	DET
ajlm-2953	69	5	seaborn	seaborn	PROPN
ajlm-2953	69	6	python	python	PROPN
ajlm-2953	69	7	library	library	NOUN
ajlm-2953	69	8	visually	visually	ADV
ajlm-2953	69	9	represented	represent	VERB
ajlm-2953	69	10	these	these	DET
ajlm-2953	69	11	standardised	standardised	ADJ
ajlm-2953	69	12	deviations	deviation	NOUN
ajlm-2953	69	13	over	over	ADP
ajlm-2953	69	14	time	time	NOUN
ajlm-2953	69	15	.	.	PUNCT
ajlm-2953	70	1	this	this	DET
ajlm-2953	70	2	study	study	NOUN
ajlm-2953	70	3	also	also	ADV
ajlm-2953	70	4	examined	examine	VERB
ajlm-2953	70	5	potential	potential	ADJ
ajlm-2953	70	6	epidemiological	epidemiological	ADJ
ajlm-2953	70	7	factors	factor	NOUN
ajlm-2953	70	8	contributing	contribute	VERB
ajlm-2953	70	9	to	to	ADP
ajlm-2953	70	10	vl	vl	ADJ
ajlm-2953	70	11	distribution	distribution	NOUN
ajlm-2953	70	12	changes	change	NOUN
ajlm-2953	70	13	.	.	PUNCT
ajlm-2953	71	1	longitudinal	longitudinal	ADJ
ajlm-2953	71	2	patient	patient	NOUN
ajlm-2953	71	3	-	-	PUNCT
ajlm-2953	71	4	level	level	NOUN
ajlm-2953	71	5	vl	vl	NOUN
ajlm-2953	71	6	data	datum	NOUN
ajlm-2953	71	7	were	be	AUX
ajlm-2953	71	8	analysed	analyse	VERB
ajlm-2953	71	9	to	to	PART
ajlm-2953	71	10	assess	assess	VERB
ajlm-2953	71	11	art	art	NOUN
ajlm-2953	71	12	adherence	adherence	NOUN
ajlm-2953	71	13	and	and	CCONJ
ajlm-2953	71	14	virological	virological	ADJ
ajlm-2953	71	15	suppression	suppression	NOUN
ajlm-2953	71	16	by	by	ADP
ajlm-2953	71	17	examining	examine	VERB
ajlm-2953	71	18	serial	serial	ADJ
ajlm-2953	71	19	vl	vl	NOUN
ajlm-2953	71	20	results	result	NOUN
ajlm-2953	71	21	,	,	PUNCT
ajlm-2953	71	22	follow	follow	VERB
ajlm-2953	71	23	-	-	PUNCT
ajlm-2953	71	24	up	up	ADP
ajlm-2953	71	25	testing	testing	NOUN
ajlm-2953	71	26	rates	rate	NOUN
ajlm-2953	71	27	,	,	PUNCT
ajlm-2953	71	28	mean	mean	ADJ
ajlm-2953	71	29	intervals	interval	NOUN
ajlm-2953	71	30	between	between	ADP
ajlm-2953	71	31	tests	test	NOUN
ajlm-2953	71	32	,	,	PUNCT
ajlm-2953	71	33	and	and	CCONJ
ajlm-2953	71	34	suppression	suppression	NOUN
ajlm-2953	71	35	rates	rate	NOUN
ajlm-2953	71	36	.	.	PUNCT
ajlm-2953	72	1	in	in	ADP
ajlm-2953	72	2	the	the	DET
ajlm-2953	72	3	western	western	ADJ
ajlm-2953	72	4	cape	cape	NOUN
ajlm-2953	72	5	,	,	PUNCT
ajlm-2953	72	6	where	where	SCONJ
ajlm-2953	72	7	a	a	DET
ajlm-2953	72	8	unique	unique	ADJ
ajlm-2953	72	9	medical	medical	ADJ
ajlm-2953	72	10	record	record	NOUN
ajlm-2953	72	11	number	number	NOUN
ajlm-2953	72	12	is	be	AUX
ajlm-2953	72	13	assigned	assign	VERB
ajlm-2953	72	14	consistently	consistently	ADV
ajlm-2953	72	15	to	to	ADP
ajlm-2953	72	16	each	each	DET
ajlm-2953	72	17	patient	patient	NOUN
ajlm-2953	72	18	,	,	PUNCT
ajlm-2953	72	19	vl	vl	PROPN
ajlm-2953	72	20	results	result	NOUN
ajlm-2953	72	21	were	be	AUX
ajlm-2953	72	22	aggregated	aggregate	VERB
ajlm-2953	72	23	using	use	VERB
ajlm-2953	72	24	this	this	DET
ajlm-2953	72	25	identifier	identifier	NOUN
ajlm-2953	72	26	.	.	PUNCT
ajlm-2953	73	1	in	in	ADP
ajlm-2953	73	2	contrast	contrast	NOUN
ajlm-2953	73	3	,	,	PUNCT
ajlm-2953	73	4	for	for	ADP
ajlm-2953	73	5	limpopo	limpopo	PROPN
ajlm-2953	73	6	and	and	CCONJ
ajlm-2953	73	7	other	other	ADJ
ajlm-2953	73	8	provinces	province	NOUN
ajlm-2953	73	9	that	that	PRON
ajlm-2953	73	10	do	do	AUX
ajlm-2953	73	11	not	not	PART
ajlm-2953	73	12	use	use	VERB
ajlm-2953	73	13	a	a	DET
ajlm-2953	73	14	standardised	standardised	ADJ
ajlm-2953	73	15	medical	medical	ADJ
ajlm-2953	73	16	record	record	NOUN
ajlm-2953	73	17	number	number	NOUN
ajlm-2953	73	18	system	system	NOUN
ajlm-2953	73	19	,	,	PUNCT
ajlm-2953	73	20	a	a	DET
ajlm-2953	73	21	probabilistic	probabilistic	ADJ
ajlm-2953	73	22	matching	matching	NOUN
ajlm-2953	73	23	approach	approach	NOUN
ajlm-2953	73	24	was	be	AUX
ajlm-2953	73	25	used	use	VERB
ajlm-2953	73	26	.	.	PUNCT
ajlm-2953	74	1	a	a	DET
ajlm-2953	74	2	record	record	NOUN
ajlm-2953	74	3	linkage	linkage	NOUN
ajlm-2953	74	4	algorithm	algorithm	NOUN
ajlm-2953	74	5	was	be	AUX
ajlm-2953	74	6	developed	develop	VERB
ajlm-2953	74	7	to	to	PART
ajlm-2953	74	8	generate	generate	VERB
ajlm-2953	74	9	a	a	DET
ajlm-2953	74	10	synthetic	synthetic	NOUN
ajlm-2953	74	11	‘	'	PUNCT
ajlm-2953	74	12	unique_id	unique_id	X
ajlm-2953	74	13	’	'	PUNCT
ajlm-2953	74	14	,	,	PUNCT
ajlm-2953	74	15	based	base	VERB
ajlm-2953	74	16	on	on	ADP
ajlm-2953	74	17	a	a	DET
ajlm-2953	74	18	weighted	weight	VERB
ajlm-2953	74	19	scoring	scoring	NOUN
ajlm-2953	74	20	system	system	NOUN
ajlm-2953	74	21	incorporating	incorporate	VERB
ajlm-2953	74	22	patient	patient	NOUN
ajlm-2953	74	23	attributes	attribute	NOUN
ajlm-2953	74	24	such	such	ADJ
ajlm-2953	74	25	as	as	ADP
ajlm-2953	74	26	name	name	NOUN
ajlm-2953	74	27	,	,	PUNCT
ajlm-2953	74	28	surname	surname	NOUN
ajlm-2953	74	29	,	,	PUNCT
ajlm-2953	74	30	date	date	NOUN
ajlm-2953	74	31	of	of	ADP
ajlm-2953	74	32	birth	birth	NOUN
ajlm-2953	74	33	,	,	PUNCT
ajlm-2953	74	34	sex	sex	NOUN
ajlm-2953	74	35	,	,	PUNCT
ajlm-2953	74	36	folder	folder	NOUN
ajlm-2953	74	37	number	number	NOUN
ajlm-2953	74	38	,	,	PUNCT
ajlm-2953	74	39	and	and	CCONJ
ajlm-2953	74	40	hospital	hospital	NOUN
ajlm-2953	74	41	attended	attend	VERB
ajlm-2953	74	42	.	.	PUNCT
ajlm-2953	75	1	pairs	pair	NOUN
ajlm-2953	75	2	of	of	ADP
ajlm-2953	75	3	records	record	NOUN
ajlm-2953	75	4	exceeding	exceed	VERB
ajlm-2953	75	5	a	a	DET
ajlm-2953	75	6	predefined	predefine	VERB
ajlm-2953	75	7	similarity	similarity	NOUN
ajlm-2953	75	8	threshold	threshold	NOUN
ajlm-2953	75	9	were	be	AUX
ajlm-2953	75	10	grouped	group	VERB
ajlm-2953	75	11	as	as	ADP
ajlm-2953	75	12	belonging	belong	VERB
ajlm-2953	75	13	to	to	ADP
ajlm-2953	75	14	the	the	DET
ajlm-2953	75	15	same	same	ADJ
ajlm-2953	75	16	individual	individual	NOUN
ajlm-2953	75	17	.	.	PUNCT
ajlm-2953	76	1	given	give	VERB
ajlm-2953	76	2	the	the	DET
ajlm-2953	76	3	computational	computational	ADJ
ajlm-2953	76	4	intensity	intensity	NOUN
ajlm-2953	76	5	of	of	ADP
ajlm-2953	76	6	large	large	ADJ
ajlm-2953	76	7	-	-	PUNCT
ajlm-2953	76	8	scale	scale	NOUN
ajlm-2953	76	9	pairwise	pairwise	NOUN
ajlm-2953	76	10	comparisons	comparison	NOUN
ajlm-2953	76	11	,	,	PUNCT
ajlm-2953	76	12	records	record	NOUN
ajlm-2953	76	13	were	be	AUX
ajlm-2953	76	14	first	first	ADV
ajlm-2953	76	15	pre	pre	ADJ
ajlm-2953	76	16	-	-	VERB
ajlm-2953	76	17	clustered	clustered	ADJ
ajlm-2953	76	18	by	by	ADP
ajlm-2953	76	19	the	the	DET
ajlm-2953	76	20	first	first	ADJ
ajlm-2953	76	21	letter	letter	NOUN
ajlm-2953	76	22	of	of	ADP
ajlm-2953	76	23	the	the	DET
ajlm-2953	76	24	surname	surname	NOUN
ajlm-2953	76	25	to	to	PART
ajlm-2953	76	26	enhance	enhance	VERB
ajlm-2953	76	27	processing	processing	NOUN
ajlm-2953	76	28	efficiency	efficiency	NOUN
ajlm-2953	76	29	.	.	PUNCT
ajlm-2953	77	1	no	no	DET
ajlm-2953	77	2	patient	patient	ADJ
ajlm-2953	77	3	identifiers	identifier	NOUN
ajlm-2953	77	4	are	be	AUX
ajlm-2953	77	5	present	present	ADJ
ajlm-2953	77	6	in	in	ADP
ajlm-2953	77	7	the	the	DET
ajlm-2953	77	8	output	output	NOUN
ajlm-2953	77	9	data	datum	NOUN
ajlm-2953	77	10	and	and	CCONJ
ajlm-2953	77	11	only	only	ADV
ajlm-2953	77	12	aggregated	aggregate	VERB
ajlm-2953	77	13	results	result	NOUN
ajlm-2953	77	14	were	be	AUX
ajlm-2953	77	15	analysed	analyse	VERB
ajlm-2953	77	16	.	.	PUNCT
ajlm-2953	78	1	use	use	NOUN
ajlm-2953	78	2	of	of	ADP
ajlm-2953	78	3	artificial	artificial	ADJ
ajlm-2953	78	4	intelligence	intelligence	NOUN
ajlm-2953	78	5	artificial	artificial	ADJ
ajlm-2953	78	6	intelligence	intelligence	NOUN
ajlm-2953	78	7	tools	tool	NOUN
ajlm-2953	78	8	such	such	ADJ
ajlm-2953	78	9	as	as	ADP
ajlm-2953	78	10	chatgpt	chatgpt	NOUN
ajlm-2953	78	11	(	(	PUNCT
ajlm-2953	78	12	openai	openai	PROPN
ajlm-2953	78	13	)	)	PUNCT
ajlm-2953	78	14	,	,	PUNCT
ajlm-2953	78	15	claude	claude	PROPN
ajlm-2953	78	16	ai	ai	VERB
ajlm-2953	78	17	(	(	PUNCT
ajlm-2953	78	18	anthropic	anthropic	NOUN
ajlm-2953	78	19	)	)	PUNCT
ajlm-2953	78	20	,	,	PUNCT
ajlm-2953	78	21	and	and	CCONJ
ajlm-2953	78	22	deepseek	deepseek	ADJ
ajlm-2953	78	23	were	be	AUX
ajlm-2953	78	24	used	use	VERB
ajlm-2953	78	25	to	to	PART
ajlm-2953	78	26	assist	assist	VERB
ajlm-2953	78	27	in	in	ADP
ajlm-2953	78	28	the	the	DET
ajlm-2953	78	29	development	development	NOUN
ajlm-2953	78	30	and	and	CCONJ
ajlm-2953	78	31	refinement	refinement	NOUN
ajlm-2953	78	32	of	of	ADP
ajlm-2953	78	33	the	the	DET
ajlm-2953	78	34	python	python	NOUN
ajlm-2953	78	35	scripts	script	NOUN
ajlm-2953	78	36	used	use	VERB
ajlm-2953	78	37	for	for	ADP
ajlm-2953	78	38	data	data	NOUN
ajlm-2953	78	39	processing	processing	NOUN
ajlm-2953	78	40	and	and	CCONJ
ajlm-2953	78	41	analysis	analysis	NOUN
ajlm-2953	78	42	.	.	PUNCT
ajlm-2953	79	1	these	these	DET
ajlm-2953	79	2	tools	tool	NOUN
ajlm-2953	79	3	helped	help	VERB
ajlm-2953	79	4	to	to	PART
ajlm-2953	79	5	correct	correct	VERB
ajlm-2953	79	6	syntax	syntax	NOUN
ajlm-2953	79	7	errors	error	NOUN
ajlm-2953	79	8	,	,	PUNCT
ajlm-2953	79	9	troubleshoot	troubleshoot	ADJ
ajlm-2953	79	10	logic	logic	NOUN
ajlm-2953	79	11	issues	issue	NOUN
ajlm-2953	79	12	,	,	PUNCT
ajlm-2953	79	13	and	and	CCONJ
ajlm-2953	79	14	optimise	optimise	ADJ
ajlm-2953	79	15	script	script	NOUN
ajlm-2953	79	16	functionality	functionality	NOUN
ajlm-2953	79	17	.	.	PUNCT
ajlm-2953	80	1	in	in	ADP
ajlm-2953	80	2	addition	addition	NOUN
ajlm-2953	80	3	,	,	PUNCT
ajlm-2953	80	4	they	they	PRON
ajlm-2953	80	5	were	be	AUX
ajlm-2953	80	6	used	use	VERB
ajlm-2953	80	7	to	to	PART
ajlm-2953	80	8	improve	improve	VERB
ajlm-2953	80	9	grammar	grammar	NOUN
ajlm-2953	80	10	,	,	PUNCT
ajlm-2953	80	11	clarity	clarity	NOUN
ajlm-2953	80	12	and	and	CCONJ
ajlm-2953	80	13	consistency	consistency	NOUN
ajlm-2953	80	14	in	in	ADP
ajlm-2953	80	15	the	the	DET
ajlm-2953	80	16	manuscript	manuscript	NOUN
ajlm-2953	80	17	.	.	PUNCT
ajlm-2953	81	1	at	at	ADP
ajlm-2953	81	2	no	no	DET
ajlm-2953	81	3	point	point	NOUN
ajlm-2953	81	4	was	be	AUX
ajlm-2953	81	5	any	any	DET
ajlm-2953	81	6	patient	patient	NOUN
ajlm-2953	81	7	-	-	PUNCT
ajlm-2953	81	8	identifiable	identifiable	ADJ
ajlm-2953	81	9	information	information	NOUN
ajlm-2953	81	10	or	or	CCONJ
ajlm-2953	81	11	unprocessed	unprocesse	VERB
ajlm-2953	81	12	data	datum	NOUN
ajlm-2953	81	13	uploaded	upload	VERB
ajlm-2953	81	14	into	into	ADP
ajlm-2953	81	15	any	any	DET
ajlm-2953	81	16	artificial	artificial	ADJ
ajlm-2953	81	17	intelligence	intelligence	NOUN
ajlm-2953	81	18	platform	platform	NOUN
ajlm-2953	81	19	.	.	PUNCT
ajlm-2953	82	1	all	all	DET
ajlm-2953	82	2	analyses	analysis	NOUN
ajlm-2953	82	3	were	be	AUX
ajlm-2953	82	4	conducted	conduct	VERB
ajlm-2953	82	5	locally	locally	ADV
ajlm-2953	82	6	in	in	ADP
ajlm-2953	82	7	full	full	ADJ
ajlm-2953	82	8	compliance	compliance	NOUN
ajlm-2953	82	9	with	with	ADP
ajlm-2953	82	10	institutional	institutional	ADJ
ajlm-2953	82	11	data	datum	NOUN
ajlm-2953	82	12	governance	governance	NOUN
ajlm-2953	82	13	policies	policy	NOUN
ajlm-2953	82	14	and	and	CCONJ
ajlm-2953	82	15	ethical	ethical	ADJ
ajlm-2953	82	16	guidelines	guideline	NOUN
ajlm-2953	82	17	.	.	PUNCT
ajlm-2953	83	1	the	the	DET
ajlm-2953	83	2	use	use	NOUN
ajlm-2953	83	3	of	of	ADP
ajlm-2953	83	4	artificial	artificial	ADJ
ajlm-2953	83	5	intelligence	intelligence	NOUN
ajlm-2953	83	6	was	be	AUX
ajlm-2953	83	7	limited	limit	VERB
ajlm-2953	83	8	to	to	ADP
ajlm-2953	83	9	supportive	supportive	ADJ
ajlm-2953	83	10	roles	role	NOUN
ajlm-2953	83	11	in	in	ADP
ajlm-2953	83	12	coding	code	VERB
ajlm-2953	83	13	and	and	CCONJ
ajlm-2953	83	14	editorial	editorial	ADJ
ajlm-2953	83	15	assistance	assistance	NOUN
ajlm-2953	83	16	.	.	PUNCT
ajlm-2953	84	1	all	all	DET
ajlm-2953	84	2	data	datum	NOUN
ajlm-2953	84	3	interpretation	interpretation	NOUN
ajlm-2953	84	4	,	,	PUNCT
ajlm-2953	84	5	analysis	analysis	NOUN
ajlm-2953	84	6	,	,	PUNCT
ajlm-2953	84	7	and	and	CCONJ
ajlm-2953	84	8	conclusions	conclusion	NOUN
ajlm-2953	84	9	were	be	AUX
ajlm-2953	84	10	independently	independently	ADV
ajlm-2953	84	11	conducted	conduct	VERB
ajlm-2953	84	12	and	and	CCONJ
ajlm-2953	84	13	verified	verify	VERB
ajlm-2953	84	14	by	by	ADP
ajlm-2953	84	15	the	the	DET
ajlm-2953	84	16	authors	author	NOUN
ajlm-2953	84	17	.	.	PUNCT
ajlm-2953	85	1	results	result	NOUN
ajlm-2953	85	2	groote	groote	PROPN
ajlm-2953	85	3	schuur	schuur	PROPN
ajlm-2953	85	4	hospital	hospital	PROPN
ajlm-2953	85	5	laboratory	laboratory	NOUN
ajlm-2953	85	6	between	between	ADP
ajlm-2953	85	7	february	february	PROPN
ajlm-2953	85	8	2024	2024	NUM
ajlm-2953	85	9	and	and	CCONJ
ajlm-2953	85	10	august	august	PROPN
ajlm-2953	85	11	2024	2024	NUM
ajlm-2953	85	12	,	,	PUNCT
ajlm-2953	85	13	the	the	DET
ajlm-2953	85	14	distribution	distribution	NOUN
ajlm-2953	85	15	of	of	ADP
ajlm-2953	85	16	hiv	hiv	PROPN
ajlm-2953	85	17	vl	vl	PROPN
ajlm-2953	85	18	results	result	NOUN
ajlm-2953	85	19	at	at	ADP
ajlm-2953	85	20	gsh	gsh	PROPN
ajlm-2953	85	21	remained	remain	VERB
ajlm-2953	85	22	consistent	consistent	ADJ
ajlm-2953	85	23	.	.	PUNCT
ajlm-2953	86	1	on	on	ADP
ajlm-2953	86	2	average	average	ADJ
ajlm-2953	86	3	,	,	PUNCT
ajlm-2953	86	4	53	53	NUM
ajlm-2953	86	5	%	%	NOUN
ajlm-2953	86	6	of	of	ADP
ajlm-2953	86	7	results	result	NOUN
ajlm-2953	86	8	were	be	AUX
ajlm-2953	86	9	classified	classify	VERB
ajlm-2953	86	10	as	as	ADP
ajlm-2953	86	11	ldl	ldl	NOUN
ajlm-2953	86	12	,	,	PUNCT
ajlm-2953	86	13	31	31	NUM
ajlm-2953	86	14	%	%	NOUN
ajlm-2953	86	15	were	be	AUX
ajlm-2953	86	16	<	<	X
ajlm-2953	86	17	50	50	NUM
ajlm-2953	86	18	copies	copy	NOUN
ajlm-2953	86	19	/	/	SYM
ajlm-2953	86	20	ml	ml	NOUN
ajlm-2953	86	21	,	,	PUNCT
ajlm-2953	86	22	4.9	4.9	NUM
ajlm-2953	86	23	%	%	NOUN
ajlm-2953	86	24	fell	fall	VERB
ajlm-2953	86	25	within	within	ADP
ajlm-2953	86	26	50–199	50–199	PROPN
ajlm-2953	86	27	copies	copy	NOUN
ajlm-2953	86	28	/	/	SYM
ajlm-2953	86	29	ml	ml	NOUN
ajlm-2953	86	30	,	,	PUNCT
ajlm-2953	86	31	2.7	2.7	NUM
ajlm-2953	86	32	%	%	NOUN
ajlm-2953	86	33	within	within	ADP
ajlm-2953	86	34	200–1000	200–1000	NUM
ajlm-2953	86	35	copies	copy	NOUN
ajlm-2953	86	36	/	/	SYM
ajlm-2953	86	37	ml	ml	NOUN
ajlm-2953	86	38	,	,	PUNCT
ajlm-2953	86	39	and	and	CCONJ
ajlm-2953	86	40	8.1	8.1	NUM
ajlm-2953	86	41	%	%	NOUN
ajlm-2953	86	42	were	be	AUX
ajlm-2953	86	43	>	>	X
ajlm-2953	86	44	1000	1000	NUM
ajlm-2953	86	45	copies	copy	NOUN
ajlm-2953	86	46	/	/	SYM
ajlm-2953	86	47	ml	ml	PROPN
ajlm-2953	86	48	(	(	PUNCT
ajlm-2953	86	49	figure	figure	NOUN
ajlm-2953	86	50	1	1	NUM
ajlm-2953	86	51	)	)	PUNCT
ajlm-2953	86	52	.	.	PUNCT
ajlm-2953	87	1	notable	notable	ADJ
ajlm-2953	87	2	increases	increase	NOUN
ajlm-2953	87	3	in	in	ADP
ajlm-2953	87	4	vls	vls	NOUN
ajlm-2953	87	5	above	above	ADP
ajlm-2953	87	6	1000	1000	NUM
ajlm-2953	87	7	copies	copy	NOUN
ajlm-2953	87	8	/	/	PUNCT
ajlm-2953	87	9	ml	ml	NOUN
ajlm-2953	87	10	were	be	AUX
ajlm-2953	87	11	seen	see	VERB
ajlm-2953	87	12	in	in	ADP
ajlm-2953	87	13	january	january	PROPN
ajlm-2953	87	14	2024	2024	NUM
ajlm-2953	87	15	and	and	CCONJ
ajlm-2953	87	16	december	december	PROPN
ajlm-2953	87	17	2024	2024	NUM
ajlm-2953	87	18	,	,	PUNCT
ajlm-2953	87	19	probably	probably	ADV
ajlm-2953	87	20	reflecting	reflect	VERB
ajlm-2953	87	21	a	a	DET
ajlm-2953	87	22	subset	subset	NOUN
ajlm-2953	87	23	of	of	ADP
ajlm-2953	87	24	newly	newly	ADV
ajlm-2953	87	25	diagnosed	diagnose	VERB
ajlm-2953	87	26	individuals	individual	NOUN
ajlm-2953	87	27	who	who	PRON
ajlm-2953	87	28	had	have	AUX
ajlm-2953	87	29	not	not	PART
ajlm-2953	87	30	yet	yet	ADV
ajlm-2953	87	31	started	start	VERB
ajlm-2953	87	32	treatment	treatment	NOUN
ajlm-2953	87	33	and	and	CCONJ
ajlm-2953	87	34	were	be	AUX
ajlm-2953	87	35	not	not	PART
ajlm-2953	87	36	yet	yet	ADV
ajlm-2953	87	37	engaged	engage	VERB
ajlm-2953	87	38	in	in	ADP
ajlm-2953	87	39	routine	routine	ADJ
ajlm-2953	87	40	art	art	NOUN
ajlm-2953	87	41	clinic	clinic	NOUN
ajlm-2953	87	42	follow	follow	NOUN
ajlm-2953	87	43	-	-	PUNCT
ajlm-2953	87	44	up	up	NOUN
ajlm-2953	87	45	.	.	PUNCT
ajlm-2953	88	1	figure	figure	NOUN
ajlm-2953	88	2	1	1	NUM
ajlm-2953	88	3	:	:	PUNCT
ajlm-2953	88	4	hiv	hiv	PROPN
ajlm-2953	88	5	viral	viral	ADJ
ajlm-2953	88	6	load	load	NOUN
ajlm-2953	88	7	result	result	VERB
ajlm-2953	88	8	distribution	distribution	NOUN
ajlm-2953	88	9	for	for	ADP
ajlm-2953	88	10	groote	groote	PROPN
ajlm-2953	88	11	schuur	schuur	PROPN
ajlm-2953	88	12	hospital	hospital	PROPN
ajlm-2953	88	13	laboratory	laboratory	NOUN
ajlm-2953	88	14	grouped	group	VERB
ajlm-2953	88	15	monthly	monthly	ADV
ajlm-2953	88	16	by	by	ADP
ajlm-2953	88	17	‘	'	PUNCT
ajlm-2953	88	18	collection	collection	NOUN
ajlm-2953	88	19	date	date	NOUN
ajlm-2953	88	20	’	'	PUNCT
ajlm-2953	88	21	from	from	ADP
ajlm-2953	88	22	january	january	PROPN
ajlm-2953	88	23	2024	2024	NUM
ajlm-2953	88	24	to	to	ADP
ajlm-2953	88	25	december	december	PROPN
ajlm-2953	88	26	2024	2024	NUM
ajlm-2953	88	27	(	(	PUNCT
ajlm-2953	88	28	n	n	NOUN
ajlm-2953	88	29	=	=	SYM
ajlm-2953	88	30	204	204	NUM
ajlm-2953	88	31	966	966	NUM
ajlm-2953	88	32	,	,	PUNCT
ajlm-2953	88	33	average	average	NOUN
ajlm-2953	88	34	of	of	ADP
ajlm-2953	88	35	17	17	NUM
ajlm-2953	88	36	081	081	NUM
ajlm-2953	88	37	specimens	specimen	NOUN
ajlm-2953	88	38	collected	collect	VERB
ajlm-2953	88	39	per	per	ADP
ajlm-2953	88	40	month	month	NOUN
ajlm-2953	88	41	)	)	PUNCT
ajlm-2953	88	42	.	.	PUNCT
ajlm-2953	89	1	from	from	ADP
ajlm-2953	89	2	september	september	PROPN
ajlm-2953	89	3	2024	2024	NUM
ajlm-2953	89	4	onwards	onward	NOUN
ajlm-2953	89	5	,	,	PUNCT
ajlm-2953	89	6	a	a	DET
ajlm-2953	89	7	shift	shift	NOUN
ajlm-2953	89	8	was	be	AUX
ajlm-2953	89	9	observed	observe	VERB
ajlm-2953	89	10	in	in	ADP
ajlm-2953	89	11	the	the	DET
ajlm-2953	89	12	vl	vl	ADJ
ajlm-2953	89	13	distribution	distribution	NOUN
ajlm-2953	89	14	.	.	PUNCT
ajlm-2953	90	1	lower	low	ADJ
ajlm-2953	90	2	than	than	ADP
ajlm-2953	90	3	detectable	detectable	ADJ
ajlm-2953	90	4	results	result	NOUN
ajlm-2953	90	5	began	begin	VERB
ajlm-2953	90	6	to	to	PART
ajlm-2953	90	7	decline	decline	VERB
ajlm-2953	90	8	,	,	PUNCT
ajlm-2953	90	9	while	while	SCONJ
ajlm-2953	90	10	the	the	DET
ajlm-2953	90	11	proportions	proportion	NOUN
ajlm-2953	90	12	in	in	ADP
ajlm-2953	90	13	the	the	DET
ajlm-2953	90	14	<	<	X
ajlm-2953	90	15	50	50	NUM
ajlm-2953	90	16	,	,	PUNCT
ajlm-2953	90	17	50–200	50–200	NUM
ajlm-2953	90	18	,	,	PUNCT
ajlm-2953	90	19	and	and	CCONJ
ajlm-2953	90	20	200–1000	200–1000	NUM
ajlm-2953	90	21	categories	category	NOUN
ajlm-2953	90	22	increased	increase	VERB
ajlm-2953	90	23	(	(	PUNCT
ajlm-2953	90	24	>	>	X
ajlm-2953	90	25	1000	1000	NUM
ajlm-2953	90	26	copies	copy	NOUN
ajlm-2953	90	27	/	/	SYM
ajlm-2953	90	28	ml	ml	NOUN
ajlm-2953	90	29	category	category	NOUN
ajlm-2953	90	30	remained	remain	VERB
ajlm-2953	90	31	unchanged	unchanged	ADJ
ajlm-2953	90	32	)	)	PUNCT
ajlm-2953	90	33	.	.	PUNCT
ajlm-2953	91	1	the	the	DET
ajlm-2953	91	2	most	most	ADV
ajlm-2953	91	3	significant	significant	ADJ
ajlm-2953	91	4	changes	change	NOUN
ajlm-2953	91	5	occurred	occur	VERB
ajlm-2953	91	6	in	in	ADP
ajlm-2953	91	7	november	november	PROPN
ajlm-2953	91	8	2024	2024	NUM
ajlm-2953	91	9	,	,	PUNCT
ajlm-2953	91	10	with	with	ADP
ajlm-2953	91	11	ldl	ldl	NOUN
ajlm-2953	91	12	dropping	drop	VERB
ajlm-2953	91	13	to	to	ADP
ajlm-2953	91	14	42.85	42.85	NUM
ajlm-2953	91	15	%	%	NOUN
ajlm-2953	91	16	,	,	PUNCT
ajlm-2953	91	17	<	<	X
ajlm-2953	91	18	50	50	NUM
ajlm-2953	91	19	rising	rise	VERB
ajlm-2953	91	20	to	to	ADP
ajlm-2953	91	21	36.18	36.18	NUM
ajlm-2953	91	22	%	%	NOUN
ajlm-2953	91	23	,	,	PUNCT
ajlm-2953	91	24	and	and	CCONJ
ajlm-2953	91	25	50–199	50–199	NUM
ajlm-2953	91	26	increasing	increase	VERB
ajlm-2953	91	27	to	to	ADP
ajlm-2953	91	28	9.17	9.17	NUM
ajlm-2953	91	29	%	%	NOUN
ajlm-2953	91	30	.	.	PUNCT
ajlm-2953	92	1	figure	figure	NOUN
ajlm-2953	92	2	3	3	NUM
ajlm-2953	92	3	shows	show	VERB
ajlm-2953	92	4	that	that	SCONJ
ajlm-2953	92	5	these	these	DET
ajlm-2953	92	6	changes	change	NOUN
ajlm-2953	92	7	exceeded	exceed	VERB
ajlm-2953	92	8	two	two	NUM
ajlm-2953	92	9	standard	standard	ADJ
ajlm-2953	92	10	deviations	deviation	NOUN
ajlm-2953	92	11	,	,	PUNCT
ajlm-2953	92	12	especially	especially	ADV
ajlm-2953	92	13	in	in	ADP
ajlm-2953	92	14	october	october	PROPN
ajlm-2953	92	15	2024	2024	NUM
ajlm-2953	92	16	and	and	CCONJ
ajlm-2953	92	17	november	november	PROPN
ajlm-2953	92	18	2024	2024	NUM
ajlm-2953	92	19	.	.	PUNCT
ajlm-2953	93	1	these	these	DET
ajlm-2953	93	2	months	month	NOUN
ajlm-2953	93	3	coincided	coincide	VERB
ajlm-2953	93	4	with	with	ADP
ajlm-2953	93	5	a	a	DET
ajlm-2953	93	6	surge	surge	NOUN
ajlm-2953	93	7	in	in	ADP
ajlm-2953	93	8	sample	sample	NOUN
ajlm-2953	93	9	referrals	referral	NOUN
ajlm-2953	93	10	from	from	ADP
ajlm-2953	93	11	limpopo	limpopo	PROPN
ajlm-2953	93	12	:	:	PUNCT
ajlm-2953	93	13	5213	5213	NUM
ajlm-2953	93	14	in	in	ADP
ajlm-2953	93	15	september	september	PROPN
ajlm-2953	93	16	2024	2024	NUM
ajlm-2953	93	17	,	,	PUNCT
ajlm-2953	93	18	11	11	NUM
ajlm-2953	93	19	925	925	NUM
ajlm-2953	93	20	in	in	ADP
ajlm-2953	93	21	october	october	PROPN
ajlm-2953	93	22	2024	2024	NUM
ajlm-2953	93	23	,	,	PUNCT
ajlm-2953	93	24	and	and	CCONJ
ajlm-2953	93	25	12	12	NUM
ajlm-2953	93	26	998	998	NUM
ajlm-2953	93	27	in	in	ADP
ajlm-2953	93	28	november	november	PROPN
ajlm-2953	93	29	2024	2024	NUM
ajlm-2953	93	30	(	(	PUNCT
ajlm-2953	93	31	figure	figure	NOUN
ajlm-2953	93	32	2	2	NUM
ajlm-2953	93	33	)	)	PUNCT
ajlm-2953	93	34	.	.	PUNCT
ajlm-2953	94	1	figure	figure	VERB
ajlm-2953	94	2	2	2	NUM
ajlm-2953	94	3	:	:	PUNCT
ajlm-2953	94	4	hiv	hiv	PROPN
ajlm-2953	94	5	viral	viral	ADJ
ajlm-2953	94	6	load	load	NOUN
ajlm-2953	94	7	specimen	speciman	NOUN
ajlm-2953	94	8	volume	volume	NOUN
ajlm-2953	94	9	at	at	ADP
ajlm-2953	94	10	groote	groote	PROPN
ajlm-2953	94	11	schuur	schuur	PROPN
ajlm-2953	94	12	hospital	hospital	PROPN
ajlm-2953	94	13	laboratory	laboratory	NOUN
ajlm-2953	94	14	grouped	group	VERB
ajlm-2953	94	15	monthly	monthly	ADV
ajlm-2953	94	16	by	by	ADP
ajlm-2953	94	17	‘	'	PUNCT
ajlm-2953	94	18	collection	collection	NOUN
ajlm-2953	94	19	date	date	NOUN
ajlm-2953	94	20	’	'	PUNCT
ajlm-2953	94	21	and	and	CCONJ
ajlm-2953	94	22	by	by	ADP
ajlm-2953	94	23	‘	'	PUNCT
ajlm-2953	94	24	episode	episode	NOUN
ajlm-2953	94	25	region	region	NOUN
ajlm-2953	94	26	’	'	PUNCT
ajlm-2953	94	27	,	,	PUNCT
ajlm-2953	94	28	from	from	ADP
ajlm-2953	94	29	january	january	PROPN
ajlm-2953	94	30	2024	2024	NUM
ajlm-2953	94	31	to	to	ADP
ajlm-2953	94	32	december	december	PROPN
ajlm-2953	94	33	2024	2024	NUM
ajlm-2953	94	34	.	.	PUNCT
ajlm-2953	95	1	figure	figure	VERB
ajlm-2953	95	2	3	3	NUM
ajlm-2953	95	3	:	:	PUNCT
ajlm-2953	95	4	heatmap	heatmap	NOUN
ajlm-2953	95	5	illustrating	illustrate	VERB
ajlm-2953	95	6	how	how	SCONJ
ajlm-2953	95	7	hiv	hiv	PROPN
ajlm-2953	95	8	viral	viral	ADJ
ajlm-2953	95	9	load	load	NOUN
ajlm-2953	95	10	distribution	distribution	NOUN
ajlm-2953	95	11	at	at	ADP
ajlm-2953	95	12	groote	groote	PROPN
ajlm-2953	95	13	schuur	schuur	PROPN
ajlm-2953	95	14	hospital	hospital	NOUN
ajlm-2953	95	15	from	from	ADP
ajlm-2953	95	16	january	january	PROPN
ajlm-2953	95	17	2024	2024	NUM
ajlm-2953	95	18	to	to	ADP
ajlm-2953	95	19	december	december	PROPN
ajlm-2953	95	20	2024	2024	NUM
ajlm-2953	95	21	deviated	deviate	VERB
ajlm-2953	95	22	from	from	ADP
ajlm-2953	95	23	its	its	PRON
ajlm-2953	95	24	reference	reference	NOUN
ajlm-2953	95	25	data	datum	NOUN
ajlm-2953	95	26	.	.	PUNCT
ajlm-2953	96	1	to	to	PART
ajlm-2953	96	2	determine	determine	VERB
ajlm-2953	96	3	whether	whether	SCONJ
ajlm-2953	96	4	this	this	DET
ajlm-2953	96	5	influx	influx	NOUN
ajlm-2953	96	6	affected	affect	VERB
ajlm-2953	96	7	overall	overall	ADJ
ajlm-2953	96	8	patterns	pattern	NOUN
ajlm-2953	96	9	,	,	PUNCT
ajlm-2953	96	10	the	the	DET
ajlm-2953	96	11	analysis	analysis	NOUN
ajlm-2953	96	12	was	be	AUX
ajlm-2953	96	13	repeated	repeat	VERB
ajlm-2953	96	14	excluding	exclude	VERB
ajlm-2953	96	15	limpopo	limpopo	PROPN
ajlm-2953	96	16	specimens	specimen	NOUN
ajlm-2953	96	17	.	.	PUNCT
ajlm-2953	97	1	when	when	SCONJ
ajlm-2953	97	2	only	only	ADV
ajlm-2953	97	3	western	western	ADJ
ajlm-2953	97	4	cape	cape	NOUN
ajlm-2953	97	5	(	(	PUNCT
ajlm-2953	97	6	western	western	ADJ
ajlm-2953	97	7	cape	cape	PROPN
ajlm-2953	97	8	northern	northern	PROPN
ajlm-2953	97	9	cape	cape	PROPN
ajlm-2953	97	10	catchment	catchment	NOUN
ajlm-2953	97	11	area	area	PROPN
ajlm-2953	97	12	)	)	PUNCT
ajlm-2953	97	13	data	datum	NOUN
ajlm-2953	97	14	were	be	AUX
ajlm-2953	97	15	included	include	VERB
ajlm-2953	97	16	,	,	PUNCT
ajlm-2953	97	17	the	the	DET
ajlm-2953	97	18	vl	vl	PROPN
ajlm-2953	97	19	distributions	distribution	NOUN
ajlm-2953	97	20	remained	remain	VERB
ajlm-2953	97	21	steady	steady	ADJ
ajlm-2953	97	22	after	after	ADP
ajlm-2953	97	23	august	august	PROPN
ajlm-2953	97	24	2024	2024	NUM
ajlm-2953	97	25	,	,	PUNCT
ajlm-2953	97	26	mirroring	mirror	VERB
ajlm-2953	97	27	the	the	DET
ajlm-2953	97	28	earlier	early	ADJ
ajlm-2953	97	29	part	part	NOUN
ajlm-2953	97	30	of	of	ADP
ajlm-2953	97	31	the	the	DET
ajlm-2953	97	32	year	year	NOUN
ajlm-2953	97	33	.	.	PUNCT
ajlm-2953	98	1	z	z	NOUN
ajlm-2953	98	2	-	-	PUNCT
ajlm-2953	98	3	scores	score	NOUN
ajlm-2953	98	4	also	also	ADV
ajlm-2953	98	5	remained	remain	VERB
ajlm-2953	98	6	mostly	mostly	ADV
ajlm-2953	98	7	below	below	ADP
ajlm-2953	98	8	2	2	NUM
ajlm-2953	98	9	(	(	PUNCT
ajlm-2953	98	10	figure	figure	NOUN
ajlm-2953	98	11	3	3	NUM
ajlm-2953	98	12	and	and	CCONJ
ajlm-2953	98	13	figure	figure	VERB
ajlm-2953	98	14	4	4	NUM
ajlm-2953	98	15	)	)	PUNCT
ajlm-2953	98	16	,	,	PUNCT
ajlm-2953	98	17	indicating	indicate	VERB
ajlm-2953	98	18	no	no	DET
ajlm-2953	98	19	significant	significant	ADJ
ajlm-2953	98	20	deviations	deviation	NOUN
ajlm-2953	98	21	.	.	PUNCT
ajlm-2953	99	1	while	while	SCONJ
ajlm-2953	99	2	tats	tat	NOUN
ajlm-2953	99	3	appeared	appear	VERB
ajlm-2953	99	4	longer	long	ADV
ajlm-2953	99	5	in	in	ADP
ajlm-2953	99	6	june	june	PROPN
ajlm-2953	99	7	2024	2024	NUM
ajlm-2953	99	8	and	and	CCONJ
ajlm-2953	99	9	july	july	PROPN
ajlm-2953	99	10	2024	2024	NUM
ajlm-2953	99	11	,	,	PUNCT
ajlm-2953	99	12	as	as	ADP
ajlm-2953	99	13	a	a	DET
ajlm-2953	99	14	result	result	NOUN
ajlm-2953	99	15	of	of	ADP
ajlm-2953	99	16	retrospective	retrospective	ADJ
ajlm-2953	99	17	data	datum	NOUN
ajlm-2953	99	18	entry	entry	NOUN
ajlm-2953	99	19	after	after	ADP
ajlm-2953	99	20	the	the	DET
ajlm-2953	99	21	cyberattack	cyberattack	NOUN
ajlm-2953	99	22	,	,	PUNCT
ajlm-2953	99	23	the	the	DET
ajlm-2953	99	24	actual	actual	ADJ
ajlm-2953	99	25	vl	vl	ADJ
ajlm-2953	99	26	distributions	distribution	NOUN
ajlm-2953	99	27	during	during	ADP
ajlm-2953	99	28	this	this	DET
ajlm-2953	99	29	period	period	NOUN
ajlm-2953	99	30	remained	remain	VERB
ajlm-2953	99	31	stable	stable	ADJ
ajlm-2953	99	32	(	(	PUNCT
ajlm-2953	99	33	z	z	NOUN
ajlm-2953	99	34	-	-	PUNCT
ajlm-2953	99	35	score	score	NOUN
ajlm-2953	99	36	<	<	X
ajlm-2953	99	37	3	3	NUM
ajlm-2953	99	38	)	)	PUNCT
ajlm-2953	99	39	,	,	PUNCT
ajlm-2953	99	40	despite	despite	SCONJ
ajlm-2953	99	41	reduced	reduce	VERB
ajlm-2953	99	42	specimen	speciman	NOUN
ajlm-2953	99	43	numbers	number	NOUN
ajlm-2953	99	44	(	(	PUNCT
ajlm-2953	99	45	figure	figure	NOUN
ajlm-2953	99	46	2	2	NUM
ajlm-2953	99	47	)	)	PUNCT
ajlm-2953	99	48	.	.	PUNCT
ajlm-2953	100	1	figure	figure	VERB
ajlm-2953	100	2	4	4	NUM
ajlm-2953	100	3	:	:	PUNCT
ajlm-2953	100	4	hiv	hiv	PROPN
ajlm-2953	100	5	viral	viral	ADJ
ajlm-2953	100	6	load	load	NOUN
ajlm-2953	100	7	result	result	VERB
ajlm-2953	100	8	distribution	distribution	NOUN
ajlm-2953	100	9	for	for	ADP
ajlm-2953	100	10	groote	groote	PROPN
ajlm-2953	100	11	schuur	schuur	PROPN
ajlm-2953	100	12	hospital	hospital	PROPN
ajlm-2953	100	13	laboratory	laboratory	NOUN
ajlm-2953	100	14	grouped	group	VERB
ajlm-2953	100	15	monthly	monthly	ADV
ajlm-2953	100	16	by	by	ADP
ajlm-2953	100	17	‘	'	PUNCT
ajlm-2953	100	18	collection	collection	NOUN
ajlm-2953	100	19	date	date	NOUN
ajlm-2953	100	20	’	'	PUNCT
ajlm-2953	100	21	from	from	ADP
ajlm-2953	100	22	january	january	PROPN
ajlm-2953	100	23	2024	2024	NUM
ajlm-2953	100	24	to	to	ADP
ajlm-2953	100	25	december	december	PROPN
ajlm-2953	100	26	2024	2024	NUM
ajlm-2953	100	27	(	(	PUNCT
ajlm-2953	100	28	excluding	exclude	VERB
ajlm-2953	100	29	samples	sample	NOUN
ajlm-2953	100	30	from	from	ADP
ajlm-2953	100	31	the	the	DET
ajlm-2953	100	32	limpopo	limpopo	PROPN
ajlm-2953	100	33	region	region	PROPN
ajlm-2953	100	34	)	)	PUNCT
ajlm-2953	100	35	.	.	PUNCT
ajlm-2953	101	1	contamination	contamination	NOUN
ajlm-2953	101	2	event	event	NOUN
ajlm-2953	101	3	in	in	ADP
ajlm-2953	101	4	2024	2024	NUM
ajlm-2953	101	5	groote	groote	PROPN
ajlm-2953	101	6	schuur	schuur	PROPN
ajlm-2953	101	7	hospital	hospital	PROPN
ajlm-2953	101	8	laboratory	laboratory	PROPN
ajlm-2953	101	9	observed	observe	VERB
ajlm-2953	101	10	an	an	DET
ajlm-2953	101	11	increase	increase	NOUN
ajlm-2953	101	12	in	in	ADP
ajlm-2953	101	13	reactive	reactive	ADJ
ajlm-2953	101	14	negative	negative	ADJ
ajlm-2953	101	15	controls	control	NOUN
ajlm-2953	101	16	during	during	ADP
ajlm-2953	101	17	november	november	PROPN
ajlm-2953	101	18	2024	2024	NUM
ajlm-2953	101	19	and	and	CCONJ
ajlm-2953	101	20	december	december	PROPN
ajlm-2953	101	21	2024	2024	NUM
ajlm-2953	101	22	,	,	PUNCT
ajlm-2953	101	23	with	with	ADP
ajlm-2953	101	24	seven	seven	NUM
ajlm-2953	101	25	reactive	reactive	ADJ
ajlm-2953	101	26	cases	case	NOUN
ajlm-2953	101	27	reported	report	VERB
ajlm-2953	101	28	in	in	ADP
ajlm-2953	101	29	november	november	PROPN
ajlm-2953	101	30	2024	2024	NUM
ajlm-2953	101	31	and	and	CCONJ
ajlm-2953	101	32	six	six	NUM
ajlm-2953	101	33	in	in	ADP
ajlm-2953	101	34	december	december	PROPN
ajlm-2953	101	35	2024	2024	NUM
ajlm-2953	101	36	,	,	PUNCT
ajlm-2953	101	37	compared	compare	VERB
ajlm-2953	101	38	to	to	ADP
ajlm-2953	101	39	only	only	ADV
ajlm-2953	101	40	zero	zero	NUM
ajlm-2953	101	41	or	or	CCONJ
ajlm-2953	101	42	one	one	NUM
ajlm-2953	101	43	per	per	ADP
ajlm-2953	101	44	month	month	NOUN
ajlm-2953	101	45	in	in	ADP
ajlm-2953	101	46	the	the	DET
ajlm-2953	101	47	preceding	precede	VERB
ajlm-2953	101	48	months	month	NOUN
ajlm-2953	101	49	.	.	PUNCT
ajlm-2953	102	1	there	there	PRON
ajlm-2953	102	2	was	be	VERB
ajlm-2953	102	3	also	also	ADV
ajlm-2953	102	4	an	an	DET
ajlm-2953	102	5	increase	increase	NOUN
ajlm-2953	102	6	in	in	ADP
ajlm-2953	102	7	positive	positive	ADJ
ajlm-2953	102	8	environmental	environmental	ADJ
ajlm-2953	102	9	controls	control	NOUN
ajlm-2953	102	10	,	,	PUNCT
ajlm-2953	102	11	with	with	ADP
ajlm-2953	102	12	vls	vl	NOUN
ajlm-2953	102	13	ranging	range	VERB
ajlm-2953	102	14	between	between	ADP
ajlm-2953	102	15	<	<	X
ajlm-2953	102	16	20	20	NUM
ajlm-2953	102	17	copies	copy	NOUN
ajlm-2953	102	18	/	/	SYM
ajlm-2953	102	19	ml	ml	NOUN
ajlm-2953	102	20	up	up	ADP
ajlm-2953	102	21	to	to	PART
ajlm-2953	102	22	log	log	VERB
ajlm-2953	102	23	3	3	NUM
ajlm-2953	102	24	copies	copy	NOUN
ajlm-2953	102	25	.	.	PUNCT
ajlm-2953	103	1	this	this	DET
ajlm-2953	103	2	increase	increase	NOUN
ajlm-2953	103	3	coincided	coincide	VERB
ajlm-2953	103	4	with	with	ADP
ajlm-2953	103	5	a	a	DET
ajlm-2953	103	6	surge	surge	NOUN
ajlm-2953	103	7	in	in	ADP
ajlm-2953	103	8	testing	testing	NOUN
ajlm-2953	103	9	volume	volume	NOUN
ajlm-2953	103	10	driven	drive	VERB
ajlm-2953	103	11	by	by	ADP
ajlm-2953	103	12	external	external	ADJ
ajlm-2953	103	13	referrals	referral	NOUN
ajlm-2953	103	14	,	,	PUNCT
ajlm-2953	103	15	which	which	PRON
ajlm-2953	103	16	may	may	AUX
ajlm-2953	103	17	have	have	AUX
ajlm-2953	103	18	elevated	elevate	VERB
ajlm-2953	103	19	the	the	DET
ajlm-2953	103	20	risk	risk	NOUN
ajlm-2953	103	21	of	of	ADP
ajlm-2953	103	22	contamination	contamination	NOUN
ajlm-2953	103	23	events	event	NOUN
ajlm-2953	103	24	.	.	PUNCT
ajlm-2953	104	1	compounding	compound	VERB
ajlm-2953	104	2	the	the	DET
ajlm-2953	104	3	situation	situation	NOUN
ajlm-2953	104	4	,	,	PUNCT
ajlm-2953	104	5	the	the	DET
ajlm-2953	104	6	limpopo	limpopo	PROPN
ajlm-2953	104	7	laboratory	laboratory	NOUN
ajlm-2953	104	8	was	be	AUX
ajlm-2953	104	9	concurrently	concurrently	ADV
ajlm-2953	104	10	managing	manage	VERB
ajlm-2953	104	11	its	its	PRON
ajlm-2953	104	12	own	own	ADJ
ajlm-2953	104	13	contamination	contamination	NOUN
ajlm-2953	104	14	issue	issue	NOUN
ajlm-2953	104	15	,	,	PUNCT
ajlm-2953	104	16	evidenced	evidence	VERB
ajlm-2953	104	17	by	by	ADP
ajlm-2953	104	18	a	a	DET
ajlm-2953	104	19	spike	spike	NOUN
ajlm-2953	104	20	of	of	ADP
ajlm-2953	104	21	13	13	NUM
ajlm-2953	104	22	reactive	reactive	ADJ
ajlm-2953	104	23	negative	negative	ADJ
ajlm-2953	104	24	controls	control	NOUN
ajlm-2953	104	25	in	in	ADP
ajlm-2953	104	26	november	november	PROPN
ajlm-2953	104	27	2024	2024	NUM
ajlm-2953	104	28	(	(	PUNCT
ajlm-2953	104	29	average	average	NOUN
ajlm-2953	104	30	of	of	ADP
ajlm-2953	104	31	1.4	1.4	NUM
ajlm-2953	104	32	reactive	reactive	ADJ
ajlm-2953	104	33	negative	negative	ADJ
ajlm-2953	104	34	controls	control	NOUN
ajlm-2953	104	35	in	in	ADP
ajlm-2953	104	36	preceding	precede	VERB
ajlm-2953	104	37	months	month	NOUN
ajlm-2953	104	38	)	)	PUNCT
ajlm-2953	104	39	,	,	PUNCT
ajlm-2953	104	40	which	which	PRON
ajlm-2953	104	41	prompted	prompt	VERB
ajlm-2953	104	42	a	a	DET
ajlm-2953	104	43	temporary	temporary	ADJ
ajlm-2953	104	44	shutdown	shutdown	NOUN
ajlm-2953	104	45	of	of	ADP
ajlm-2953	104	46	one	one	NUM
ajlm-2953	104	47	of	of	ADP
ajlm-2953	104	48	its	its	PRON
ajlm-2953	104	49	instruments	instrument	NOUN
ajlm-2953	104	50	to	to	PART
ajlm-2953	104	51	carry	carry	VERB
ajlm-2953	104	52	out	out	ADP
ajlm-2953	104	53	a	a	DET
ajlm-2953	104	54	full	full	ADJ
ajlm-2953	104	55	decontamination	decontamination	NOUN
ajlm-2953	104	56	procedure	procedure	NOUN
ajlm-2953	104	57	.	.	PUNCT
ajlm-2953	105	1	no	no	DET
ajlm-2953	105	2	notable	notable	ADJ
ajlm-2953	105	3	deviation	deviation	NOUN
ajlm-2953	105	4	in	in	ADP
ajlm-2953	105	5	the	the	DET
ajlm-2953	105	6	hiv	hiv	PROPN
ajlm-2953	105	7	vl	vl	PROPN
ajlm-2953	105	8	distribution	distribution	NOUN
ajlm-2953	105	9	was	be	AUX
ajlm-2953	105	10	observed	observe	VERB
ajlm-2953	105	11	in	in	ADP
ajlm-2953	105	12	the	the	DET
ajlm-2953	105	13	gsh	gsh	PROPN
ajlm-2953	105	14	data	datum	NOUN
ajlm-2953	105	15	in	in	ADP
ajlm-2953	105	16	2024	2024	NUM
ajlm-2953	105	17	after	after	ADP
ajlm-2953	105	18	excluding	exclude	VERB
ajlm-2953	105	19	results	result	NOUN
ajlm-2953	105	20	from	from	ADP
ajlm-2953	105	21	limpopo	limpopo	PROPN
ajlm-2953	105	22	specimens	specimen	NOUN
ajlm-2953	105	23	during	during	ADP
ajlm-2953	105	24	this	this	DET
ajlm-2953	105	25	period	period	NOUN
ajlm-2953	105	26	,	,	PUNCT
ajlm-2953	105	27	as	as	SCONJ
ajlm-2953	105	28	illustrated	illustrate	VERB
ajlm-2953	105	29	in	in	ADP
ajlm-2953	105	30	the	the	DET
ajlm-2953	105	31	heatmap	heatmap	NOUN
ajlm-2953	105	32	and	and	CCONJ
ajlm-2953	105	33	clustered	clustered	ADJ
ajlm-2953	105	34	bar	bar	NOUN
ajlm-2953	105	35	graph	graph	NOUN
ajlm-2953	105	36	(	(	PUNCT
ajlm-2953	105	37	figure	figure	NOUN
ajlm-2953	105	38	3	3	NUM
ajlm-2953	105	39	and	and	CCONJ
ajlm-2953	105	40	figure	figure	VERB
ajlm-2953	105	41	4	4	NUM
ajlm-2953	105	42	)	)	PUNCT
ajlm-2953	105	43	.	.	PUNCT
ajlm-2953	106	1	the	the	DET
ajlm-2953	106	2	contamination	contamination	NOUN
ajlm-2953	106	3	event	event	NOUN
ajlm-2953	106	4	was	be	AUX
ajlm-2953	106	5	resolved	resolve	VERB
ajlm-2953	106	6	following	follow	VERB
ajlm-2953	106	7	standard	standard	ADJ
ajlm-2953	106	8	maintenance	maintenance	NOUN
ajlm-2953	106	9	and	and	CCONJ
ajlm-2953	106	10	decontamination	decontamination	NOUN
ajlm-2953	106	11	procedures	procedure	NOUN
ajlm-2953	106	12	,	,	PUNCT
ajlm-2953	106	13	including	include	VERB
ajlm-2953	106	14	ethanol	ethanol	NOUN
ajlm-2953	106	15	-	-	PUNCT
ajlm-2953	106	16	based	base	VERB
ajlm-2953	106	17	cleaning	cleaning	NOUN
ajlm-2953	106	18	of	of	ADP
ajlm-2953	106	19	the	the	DET
ajlm-2953	106	20	amplification	amplification	NOUN
ajlm-2953	106	21	area	area	NOUN
ajlm-2953	106	22	,	,	PUNCT
ajlm-2953	106	23	with	with	ADP
ajlm-2953	106	24	no	no	DET
ajlm-2953	106	25	further	further	ADJ
ajlm-2953	106	26	spikes	spike	NOUN
ajlm-2953	106	27	in	in	ADP
ajlm-2953	106	28	reactive	reactive	ADJ
ajlm-2953	106	29	negative	negative	ADJ
ajlm-2953	106	30	controls	control	NOUN
ajlm-2953	106	31	observed	observe	VERB
ajlm-2953	106	32	in	in	ADP
ajlm-2953	106	33	the	the	DET
ajlm-2953	106	34	couple	couple	NOUN
ajlm-2953	106	35	of	of	ADP
ajlm-2953	106	36	months	month	NOUN
ajlm-2953	106	37	that	that	PRON
ajlm-2953	106	38	followed	follow	VERB
ajlm-2953	106	39	(	(	PUNCT
ajlm-2953	106	40	online	online	ADJ
ajlm-2953	106	41	supplementary	supplementary	ADJ
ajlm-2953	106	42	table	table	NOUN
ajlm-2953	106	43	6	6	NUM
ajlm-2953	106	44	)	)	PUNCT
ajlm-2953	106	45	.	.	PUNCT
ajlm-2953	107	1	specimens	specimen	NOUN
ajlm-2953	107	2	collected	collect	VERB
ajlm-2953	107	3	in	in	ADP
ajlm-2953	107	4	limpopo	limpopo	PROPN
ajlm-2953	107	5	province	province	PROPN
ajlm-2953	107	6	figure	figure	NOUN
ajlm-2953	107	7	5	5	NUM
ajlm-2953	107	8	shows	show	VERB
ajlm-2953	107	9	the	the	DET
ajlm-2953	107	10	overall	overall	ADJ
ajlm-2953	107	11	distribution	distribution	NOUN
ajlm-2953	107	12	of	of	ADP
ajlm-2953	107	13	vl	vl	PROPN
ajlm-2953	107	14	results	result	NOUN
ajlm-2953	107	15	for	for	ADP
ajlm-2953	107	16	limpopo	limpopo	PROPN
ajlm-2953	107	17	specimens	specimen	NOUN
ajlm-2953	107	18	,	,	PUNCT
ajlm-2953	107	19	grouped	group	VERB
ajlm-2953	107	20	by	by	ADP
ajlm-2953	107	21	vl	vl	ADJ
ajlm-2953	107	22	range	range	NOUN
ajlm-2953	107	23	.	.	PUNCT
ajlm-2953	108	1	from	from	ADP
ajlm-2953	108	2	september	september	PROPN
ajlm-2953	108	3	2024	2024	NUM
ajlm-2953	108	4	,	,	PUNCT
ajlm-2953	108	5	some	some	DET
ajlm-2953	108	6	specimens	specimen	NOUN
ajlm-2953	108	7	were	be	AUX
ajlm-2953	108	8	sent	send	VERB
ajlm-2953	108	9	to	to	ADP
ajlm-2953	108	10	external	external	ADJ
ajlm-2953	108	11	laboratories	laboratory	NOUN
ajlm-2953	108	12	such	such	ADJ
ajlm-2953	108	13	as	as	ADP
ajlm-2953	108	14	gsh	gsh	NOUN
ajlm-2953	108	15	owing	owe	VERB
ajlm-2953	108	16	to	to	ADP
ajlm-2953	108	17	local	local	ADJ
ajlm-2953	108	18	backlogs	backlog	NOUN
ajlm-2953	108	19	,	,	PUNCT
ajlm-2953	108	20	although	although	SCONJ
ajlm-2953	108	21	most	most	ADJ
ajlm-2953	108	22	were	be	AUX
ajlm-2953	108	23	still	still	ADV
ajlm-2953	108	24	tested	test	VERB
ajlm-2953	108	25	within	within	ADP
ajlm-2953	108	26	limpopo	limpopo	PROPN
ajlm-2953	108	27	(	(	PUNCT
ajlm-2953	108	28	online	online	PROPN
ajlm-2953	108	29	supplementary	supplementary	ADJ
ajlm-2953	108	30	figure	figure	NOUN
ajlm-2953	108	31	5	5	NUM
ajlm-2953	108	32	)	)	PUNCT
ajlm-2953	108	33	.	.	PUNCT
ajlm-2953	109	1	interestingly	interestingly	ADV
ajlm-2953	109	2	,	,	PUNCT
ajlm-2953	109	3	the	the	DET
ajlm-2953	109	4	vl	vl	ADJ
ajlm-2953	109	5	distribution	distribution	NOUN
ajlm-2953	109	6	for	for	ADP
ajlm-2953	109	7	limpopo	limpopo	PROPN
ajlm-2953	109	8	differed	differ	VERB
ajlm-2953	109	9	noticeably	noticeably	ADV
ajlm-2953	109	10	from	from	ADP
ajlm-2953	109	11	those	those	PRON
ajlm-2953	109	12	seen	see	VERB
ajlm-2953	109	13	at	at	ADP
ajlm-2953	109	14	gsh	gsh	NOUN
ajlm-2953	109	15	and	and	CCONJ
ajlm-2953	109	16	across	across	ADP
ajlm-2953	109	17	the	the	DET
ajlm-2953	109	18	western	western	ADJ
ajlm-2953	109	19	cape	cape	NOUN
ajlm-2953	109	20	(	(	PUNCT
ajlm-2953	109	21	online	online	PROPN
ajlm-2953	109	22	supplementary	supplementary	ADJ
ajlm-2953	109	23	figures	figure	NOUN
ajlm-2953	109	24	1–4	1–4	NUM
ajlm-2953	109	25	)	)	PUNCT
ajlm-2953	109	26	.	.	PUNCT
ajlm-2953	110	1	figure	figure	VERB
ajlm-2953	110	2	5	5	NUM
ajlm-2953	110	3	:	:	PUNCT
ajlm-2953	110	4	hiv	hiv	PROPN
ajlm-2953	110	5	viral	viral	ADJ
ajlm-2953	110	6	load	load	NOUN
ajlm-2953	110	7	result	result	VERB
ajlm-2953	110	8	distribution	distribution	NOUN
ajlm-2953	110	9	for	for	ADP
ajlm-2953	110	10	limpopo	limpopo	PROPN
ajlm-2953	110	11	specimens	specimen	NOUN
ajlm-2953	110	12	grouped	group	VERB
ajlm-2953	110	13	monthly	monthly	ADV
ajlm-2953	110	14	by	by	ADP
ajlm-2953	110	15	‘	'	PUNCT
ajlm-2953	110	16	collection	collection	NOUN
ajlm-2953	110	17	date	date	NOUN
ajlm-2953	110	18	’	'	PUNCT
ajlm-2953	110	19	from	from	ADP
ajlm-2953	110	20	january	january	PROPN
ajlm-2953	110	21	2024	2024	NUM
ajlm-2953	110	22	to	to	ADP
ajlm-2953	110	23	december	december	PROPN
ajlm-2953	110	24	2024	2024	NUM
ajlm-2953	110	25	(	(	PUNCT
ajlm-2953	110	26	n	n	NOUN
ajlm-2953	110	27	=	=	SYM
ajlm-2953	110	28	614	614	NUM
ajlm-2953	110	29	840	840	NUM
ajlm-2953	110	30	,	,	PUNCT
ajlm-2953	110	31	average	average	NOUN
ajlm-2953	110	32	of	of	ADP
ajlm-2953	110	33	51	51	NUM
ajlm-2953	110	34	237	237	NUM
ajlm-2953	110	35	specimens	specimen	NOUN
ajlm-2953	110	36	collected	collect	VERB
ajlm-2953	110	37	per	per	ADP
ajlm-2953	110	38	month	month	NOUN
ajlm-2953	110	39	)	)	PUNCT
ajlm-2953	110	40	.	.	PUNCT
ajlm-2953	111	1	between	between	ADP
ajlm-2953	111	2	january	january	PROPN
ajlm-2953	111	3	2024	2024	NUM
ajlm-2953	111	4	and	and	CCONJ
ajlm-2953	111	5	july	july	PROPN
ajlm-2953	111	6	2024	2024	NUM
ajlm-2953	111	7	,	,	PUNCT
ajlm-2953	111	8	limpopo	limpopo	PROPN
ajlm-2953	111	9	’s	’s	PART
ajlm-2953	111	10	vl	vl	PROPN
ajlm-2953	111	11	results	result	NOUN
ajlm-2953	111	12	were	be	AUX
ajlm-2953	111	13	fairly	fairly	ADV
ajlm-2953	111	14	stable	stable	ADJ
ajlm-2953	111	15	.	.	PUNCT
ajlm-2953	112	1	the	the	DET
ajlm-2953	112	2	<	<	X
ajlm-2953	112	3	50	50	NUM
ajlm-2953	112	4	copies	copy	NOUN
ajlm-2953	112	5	/	/	SYM
ajlm-2953	112	6	ml	ml	NOUN
ajlm-2953	112	7	category	category	NOUN
ajlm-2953	112	8	showed	show	VERB
ajlm-2953	112	9	minor	minor	ADJ
ajlm-2953	112	10	fluctuations	fluctuation	NOUN
ajlm-2953	112	11	in	in	ADP
ajlm-2953	112	12	march	march	PROPN
ajlm-2953	112	13	,	,	PUNCT
ajlm-2953	112	14	june	june	PROPN
ajlm-2953	112	15	,	,	PUNCT
ajlm-2953	112	16	and	and	CCONJ
ajlm-2953	112	17	july	july	PROPN
ajlm-2953	112	18	2024	2024	NUM
ajlm-2953	112	19	,	,	PUNCT
ajlm-2953	112	20	averaging	average	VERB
ajlm-2953	112	21	about	about	ADV
ajlm-2953	112	22	33	33	NUM
ajlm-2953	112	23	%	%	NOUN
ajlm-2953	112	24	of	of	ADP
ajlm-2953	112	25	results	result	NOUN
ajlm-2953	112	26	.	.	PUNCT
ajlm-2953	113	1	on	on	ADP
ajlm-2953	113	2	average	average	ADJ
ajlm-2953	113	3	,	,	PUNCT
ajlm-2953	113	4	vl	vl	PROPN
ajlm-2953	113	5	results	result	NOUN
ajlm-2953	113	6	during	during	ADP
ajlm-2953	113	7	this	this	DET
ajlm-2953	113	8	period	period	NOUN
ajlm-2953	113	9	were	be	AUX
ajlm-2953	113	10	distributed	distribute	VERB
ajlm-2953	113	11	as	as	SCONJ
ajlm-2953	113	12	follows	follow	VERB
ajlm-2953	113	13	:	:	PUNCT
ajlm-2953	113	14	41	41	NUM
ajlm-2953	113	15	%	%	NOUN
ajlm-2953	113	16	ldl	ldl	NOUN
ajlm-2953	113	17	,	,	PUNCT
ajlm-2953	113	18	31	31	NUM
ajlm-2953	113	19	%	%	NOUN
ajlm-2953	113	20	below	below	ADP
ajlm-2953	113	21	50	50	NUM
ajlm-2953	113	22	copies	copy	NOUN
ajlm-2953	113	23	/	/	SYM
ajlm-2953	113	24	ml	ml	NOUN
ajlm-2953	113	25	,	,	PUNCT
ajlm-2953	113	26	13	13	NUM
ajlm-2953	113	27	%	%	NOUN
ajlm-2953	113	28	between	between	ADP
ajlm-2953	113	29	50	50	NUM
ajlm-2953	113	30	and	and	CCONJ
ajlm-2953	113	31	199	199	NUM
ajlm-2953	113	32	,	,	PUNCT
ajlm-2953	113	33	6.3	6.3	NUM
ajlm-2953	113	34	%	%	NOUN
ajlm-2953	113	35	between	between	ADP
ajlm-2953	113	36	200	200	NUM
ajlm-2953	113	37	and1000	and1000	NOUN
ajlm-2953	113	38	,	,	PUNCT
ajlm-2953	113	39	and	and	CCONJ
ajlm-2953	113	40	9.7	9.7	NUM
ajlm-2953	113	41	%	%	NOUN
ajlm-2953	113	42	above	above	ADP
ajlm-2953	113	43	1000	1000	NUM
ajlm-2953	113	44	copies	copy	NOUN
ajlm-2953	113	45	/	/	SYM
ajlm-2953	113	46	ml	ml	NOUN
ajlm-2953	113	47	.	.	PUNCT
ajlm-2953	114	1	from	from	ADP
ajlm-2953	114	2	september	september	PROPN
ajlm-2953	114	3	2024	2024	NUM
ajlm-2953	114	4	onwards	onward	NOUN
ajlm-2953	114	5	,	,	PUNCT
ajlm-2953	114	6	the	the	DET
ajlm-2953	114	7	ldl	ldl	NOUN
ajlm-2953	114	8	proportion	proportion	NOUN
ajlm-2953	114	9	dropped	drop	VERB
ajlm-2953	114	10	to	to	ADP
ajlm-2953	114	11	about	about	ADV
ajlm-2953	114	12	34	34	NUM
ajlm-2953	114	13	%	%	NOUN
ajlm-2953	114	14	,	,	PUNCT
ajlm-2953	114	15	while	while	SCONJ
ajlm-2953	114	16	<	<	X
ajlm-2953	114	17	50	50	NUM
ajlm-2953	114	18	copies	copy	NOUN
ajlm-2953	114	19	/	/	SYM
ajlm-2953	114	20	ml	ml	NOUN
ajlm-2953	114	21	increased	increase	VERB
ajlm-2953	114	22	to	to	ADP
ajlm-2953	114	23	about	about	ADP
ajlm-2953	114	24	37	37	NUM
ajlm-2953	114	25	%	%	NOUN
ajlm-2953	114	26	.	.	PUNCT
ajlm-2953	115	1	the	the	DET
ajlm-2953	115	2	other	other	ADJ
ajlm-2953	115	3	categories	category	NOUN
ajlm-2953	115	4	remained	remain	VERB
ajlm-2953	115	5	largely	largely	ADV
ajlm-2953	115	6	unchanged	unchanged	ADJ
ajlm-2953	115	7	(	(	PUNCT
ajlm-2953	115	8	online	online	ADJ
ajlm-2953	115	9	supplementary	supplementary	ADJ
ajlm-2953	115	10	figure	figure	NOUN
ajlm-2953	115	11	6	6	NUM
ajlm-2953	115	12	)	)	PUNCT
ajlm-2953	115	13	.	.	PUNCT
ajlm-2953	116	1	turnaround	turnaround	PROPN
ajlm-2953	116	2	times	time	NOUN
ajlm-2953	116	3	peaked	peak	VERB
ajlm-2953	116	4	at	at	ADP
ajlm-2953	116	5	about	about	ADV
ajlm-2953	116	6	10	10	NUM
ajlm-2953	116	7	days	day	NOUN
ajlm-2953	116	8	in	in	ADP
ajlm-2953	116	9	march	march	PROPN
ajlm-2953	116	10	2024	2024	NUM
ajlm-2953	116	11	,	,	PUNCT
ajlm-2953	116	12	probably	probably	ADV
ajlm-2953	116	13	because	because	SCONJ
ajlm-2953	116	14	of	of	ADP
ajlm-2953	116	15	high	high	ADJ
ajlm-2953	116	16	specimen	speciman	NOUN
ajlm-2953	116	17	volumes	volume	NOUN
ajlm-2953	116	18	that	that	SCONJ
ajlm-2953	116	19	overwhelmed	overwhelm	VERB
ajlm-2953	116	20	local	local	ADJ
ajlm-2953	116	21	processing	processing	NOUN
ajlm-2953	116	22	capacity	capacity	NOUN
ajlm-2953	116	23	.	.	PUNCT
ajlm-2953	117	1	another	another	DET
ajlm-2953	117	2	peak	peak	NOUN
ajlm-2953	117	3	occurred	occur	VERB
ajlm-2953	117	4	during	during	ADP
ajlm-2953	117	5	the	the	DET
ajlm-2953	117	6	june	june	PROPN
ajlm-2953	117	7	2024	2024	NUM
ajlm-2953	117	8	to	to	ADP
ajlm-2953	117	9	july	july	PROPN
ajlm-2953	117	10	2024	2024	NUM
ajlm-2953	117	11	cyberattack	cyberattack	NOUN
ajlm-2953	117	12	period	period	NOUN
ajlm-2953	117	13	,	,	PUNCT
ajlm-2953	117	14	although	although	SCONJ
ajlm-2953	117	15	this	this	PRON
ajlm-2953	117	16	was	be	AUX
ajlm-2953	117	17	partly	partly	ADV
ajlm-2953	117	18	because	because	SCONJ
ajlm-2953	117	19	of	of	ADP
ajlm-2953	117	20	delays	delay	NOUN
ajlm-2953	117	21	in	in	ADP
ajlm-2953	117	22	retrospective	retrospective	ADJ
ajlm-2953	117	23	data	datum	NOUN
ajlm-2953	117	24	capture	capture	NOUN
ajlm-2953	117	25	(	(	PUNCT
ajlm-2953	117	26	online	online	ADJ
ajlm-2953	117	27	supplementary	supplementary	ADJ
ajlm-2953	117	28	figure	figure	NOUN
ajlm-2953	117	29	5	5	NUM
ajlm-2953	117	30	)	)	PUNCT
ajlm-2953	117	31	.	.	PUNCT
ajlm-2953	118	1	despite	despite	SCONJ
ajlm-2953	118	2	these	these	DET
ajlm-2953	118	3	operational	operational	ADJ
ajlm-2953	118	4	issues	issue	NOUN
ajlm-2953	118	5	,	,	PUNCT
ajlm-2953	118	6	vl	vl	PROPN
ajlm-2953	118	7	distributions	distribution	NOUN
ajlm-2953	118	8	remained	remain	VERB
ajlm-2953	118	9	stable	stable	ADJ
ajlm-2953	118	10	up	up	ADP
ajlm-2953	118	11	to	to	ADP
ajlm-2953	118	12	july	july	PROPN
ajlm-2953	118	13	2024	2024	NUM
ajlm-2953	118	14	,	,	PUNCT
ajlm-2953	118	15	with	with	ADP
ajlm-2953	118	16	only	only	ADJ
ajlm-2953	118	17	slight	slight	ADJ
ajlm-2953	118	18	increases	increase	NOUN
ajlm-2953	118	19	in	in	ADP
ajlm-2953	118	20	the	the	DET
ajlm-2953	118	21	<	<	X
ajlm-2953	118	22	50	50	NUM
ajlm-2953	118	23	category	category	NOUN
ajlm-2953	118	24	(	(	PUNCT
ajlm-2953	118	25	z	z	NOUN
ajlm-2953	118	26	-	-	PUNCT
ajlm-2953	118	27	score	score	VERB
ajlm-2953	118	28	>	>	X
ajlm-2953	118	29	3	3	X
ajlm-2953	118	30	)	)	PUNCT
ajlm-2953	118	31	in	in	ADP
ajlm-2953	118	32	march	march	PROPN
ajlm-2953	118	33	,	,	PUNCT
ajlm-2953	118	34	june	june	PROPN
ajlm-2953	118	35	,	,	PUNCT
ajlm-2953	118	36	and	and	CCONJ
ajlm-2953	118	37	july	july	PROPN
ajlm-2953	118	38	2024	2024	NUM
ajlm-2953	118	39	(	(	PUNCT
ajlm-2953	118	40	online	online	ADJ
ajlm-2953	118	41	supplementary	supplementary	ADJ
ajlm-2953	118	42	figure	figure	NOUN
ajlm-2953	118	43	6	6	NUM
ajlm-2953	118	44	)	)	PUNCT
ajlm-2953	118	45	.	.	PUNCT
ajlm-2953	119	1	as	as	SCONJ
ajlm-2953	119	2	lab	lab	NOUN
ajlm-2953	119	3	operations	operation	NOUN
ajlm-2953	119	4	improved	improve	VERB
ajlm-2953	119	5	after	after	ADP
ajlm-2953	119	6	august	august	PROPN
ajlm-2953	119	7	2024	2024	NUM
ajlm-2953	119	8	,	,	PUNCT
ajlm-2953	119	9	tat	tat	NOUN
ajlm-2953	119	10	decreased	decrease	VERB
ajlm-2953	119	11	steadily	steadily	ADV
ajlm-2953	119	12	,	,	PUNCT
ajlm-2953	119	13	reaching	reach	VERB
ajlm-2953	119	14	just	just	ADV
ajlm-2953	119	15	two	two	NUM
ajlm-2953	119	16	days	day	NOUN
ajlm-2953	119	17	by	by	ADP
ajlm-2953	119	18	december	december	PROPN
ajlm-2953	119	19	2024	2024	NUM
ajlm-2953	119	20	.	.	PUNCT
ajlm-2953	120	1	strangely	strangely	ADV
ajlm-2953	120	2	,	,	PUNCT
ajlm-2953	120	3	this	this	PRON
ajlm-2953	120	4	coincided	coincide	VERB
ajlm-2953	120	5	with	with	ADP
ajlm-2953	120	6	a	a	DET
ajlm-2953	120	7	drop	drop	NOUN
ajlm-2953	120	8	in	in	ADP
ajlm-2953	120	9	ldl	ldl	NOUN
ajlm-2953	120	10	results	result	NOUN
ajlm-2953	120	11	and	and	CCONJ
ajlm-2953	120	12	a	a	DET
ajlm-2953	120	13	rise	rise	NOUN
ajlm-2953	120	14	in	in	ADP
ajlm-2953	120	15	the	the	DET
ajlm-2953	120	16	<	<	X
ajlm-2953	120	17	50	50	NUM
ajlm-2953	120	18	copies	copy	NOUN
ajlm-2953	120	19	/	/	SYM
ajlm-2953	120	20	ml	ml	NOUN
ajlm-2953	120	21	category	category	NOUN
ajlm-2953	120	22	.	.	PUNCT
ajlm-2953	121	1	a	a	DET
ajlm-2953	121	2	comparison	comparison	NOUN
ajlm-2953	121	3	of	of	ADP
ajlm-2953	121	4	results	result	NOUN
ajlm-2953	121	5	by	by	ADP
ajlm-2953	121	6	testing	test	VERB
ajlm-2953	121	7	site	site	NOUN
ajlm-2953	121	8	(	(	PUNCT
ajlm-2953	121	9	limpopo	limpopo	PROPN
ajlm-2953	121	10	laboratory	laboratory	PROPN
ajlm-2953	121	11	vs	vs	ADP
ajlm-2953	121	12	gsh	gsh	PROPN
ajlm-2953	121	13	)	)	PUNCT
ajlm-2953	121	14	showed	show	VERB
ajlm-2953	121	15	no	no	DET
ajlm-2953	121	16	major	major	ADJ
ajlm-2953	121	17	differences	difference	NOUN
ajlm-2953	121	18	in	in	ADP
ajlm-2953	121	19	vl	vl	NOUN
ajlm-2953	121	20	patterns	pattern	NOUN
ajlm-2953	121	21	or	or	CCONJ
ajlm-2953	121	22	any	any	DET
ajlm-2953	121	23	consistent	consistent	ADJ
ajlm-2953	121	24	link	link	NOUN
ajlm-2953	121	25	between	between	ADP
ajlm-2953	121	26	tat	tat	NOUN
ajlm-2953	121	27	and	and	CCONJ
ajlm-2953	121	28	vl	vl	ADJ
ajlm-2953	121	29	distribution	distribution	NOUN
ajlm-2953	121	30	(	(	PUNCT
ajlm-2953	121	31	figure	figure	NOUN
ajlm-2953	121	32	6	6	NUM
ajlm-2953	121	33	,	,	PUNCT
ajlm-2953	121	34	online	online	ADJ
ajlm-2953	121	35	supplementary	supplementary	ADJ
ajlm-2953	121	36	figure	figure	NOUN
ajlm-2953	121	37	7	7	NUM
ajlm-2953	121	38	,	,	PUNCT
ajlm-2953	121	39	and	and	CCONJ
ajlm-2953	121	40	online	online	ADJ
ajlm-2953	121	41	supplementary	supplementary	ADJ
ajlm-2953	121	42	figure	figure	NOUN
ajlm-2953	121	43	8)	8)	NUM
ajlm-2953	121	44	.	.	PUNCT
ajlm-2953	122	1	figure	figure	NOUN
ajlm-2953	122	2	6	6	NUM
ajlm-2953	122	3	:	:	PUNCT
ajlm-2953	123	1	hiv	hiv	PROPN
ajlm-2953	123	2	viral	viral	ADJ
ajlm-2953	123	3	load	load	NOUN
ajlm-2953	123	4	result	result	VERB
ajlm-2953	123	5	distribution	distribution	NOUN
ajlm-2953	123	6	for	for	ADP
ajlm-2953	123	7	limpopo	limpopo	PROPN
ajlm-2953	123	8	specimens	specimen	NOUN
ajlm-2953	123	9	by	by	ADP
ajlm-2953	123	10	test	test	NOUN
ajlm-2953	123	11	site	site	NOUN
ajlm-2953	123	12	from	from	ADP
ajlm-2953	123	13	september	september	PROPN
ajlm-2953	123	14	2024	2024	NUM
ajlm-2953	123	15	to	to	ADP
ajlm-2953	123	16	november	november	PROPN
ajlm-2953	123	17	2024	2024	NUM
ajlm-2953	123	18	.	.	PUNCT
ajlm-2953	124	1	hiv	hiv	PROPN
ajlm-2953	124	2	prevalence	prevalence	NOUN
ajlm-2953	124	3	,	,	PUNCT
ajlm-2953	124	4	antiretroviral	antiretroviral	ADJ
ajlm-2953	124	5	therapy	therapy	NOUN
ajlm-2953	124	6	coverage	coverage	NOUN
ajlm-2953	124	7	,	,	PUNCT
ajlm-2953	124	8	and	and	CCONJ
ajlm-2953	124	9	adherence	adherence	NOUN
ajlm-2953	124	10	data	datum	NOUN
ajlm-2953	124	11	according	accord	VERB
ajlm-2953	124	12	to	to	ADP
ajlm-2953	124	13	the	the	DET
ajlm-2953	124	14	2024	2024	NUM
ajlm-2953	124	15	estimates	estimate	NOUN
ajlm-2953	124	16	of	of	ADP
ajlm-2953	124	17	the	the	DET
ajlm-2953	124	18	thembisa	thembisa	ADJ
ajlm-2953	124	19	model	model	NOUN
ajlm-2953	124	20	,	,	PUNCT
ajlm-2953	124	21	hiv	hiv	PROPN
ajlm-2953	124	22	prevalence	prevalence	NOUN
ajlm-2953	124	23	in	in	ADP
ajlm-2953	124	24	the	the	DET
ajlm-2953	124	25	western	western	ADJ
ajlm-2953	124	26	cape	cape	NOUN
ajlm-2953	124	27	was	be	AUX
ajlm-2953	124	28	approximately	approximately	ADV
ajlm-2953	124	29	6.9	6.9	NUM
ajlm-2953	124	30	%	%	NOUN
ajlm-2953	124	31	,	,	PUNCT
ajlm-2953	124	32	with	with	ADP
ajlm-2953	124	33	art	art	NOUN
ajlm-2953	124	34	coverage	coverage	NOUN
ajlm-2953	124	35	about	about	ADV
ajlm-2953	124	36	74	74	NUM
ajlm-2953	124	37	%	%	NOUN
ajlm-2953	124	38	.	.	PUNCT
ajlm-2953	125	1	in	in	ADP
ajlm-2953	125	2	comparison	comparison	NOUN
ajlm-2953	125	3	,	,	PUNCT
ajlm-2953	125	4	limpopo	limpopo	PROPN
ajlm-2953	125	5	had	have	VERB
ajlm-2953	125	6	an	an	DET
ajlm-2953	125	7	estimated	estimate	VERB
ajlm-2953	125	8	hiv	hiv	NOUN
ajlm-2953	125	9	prevalence	prevalence	NOUN
ajlm-2953	125	10	of	of	ADP
ajlm-2953	125	11	9.8	9.8	NUM
ajlm-2953	125	12	%	%	NOUN
ajlm-2953	125	13	and	and	CCONJ
ajlm-2953	125	14	an	an	DET
ajlm-2953	125	15	art	art	NOUN
ajlm-2953	125	16	coverage	coverage	NOUN
ajlm-2953	125	17	rate	rate	NOUN
ajlm-2953	125	18	of	of	ADP
ajlm-2953	125	19	72.4	72.4	NUM
ajlm-2953	125	20	%	%	NOUN
ajlm-2953	125	21	,	,	PUNCT
ajlm-2953	125	22	of	of	ADP
ajlm-2953	125	23	which	which	PRON
ajlm-2953	125	24	the	the	DET
ajlm-2953	125	25	national	national	PROPN
ajlm-2953	125	26	hiv	hiv	PROPN
ajlm-2953	125	27	prevalence	prevalence	NOUN
ajlm-2953	125	28	is	be	AUX
ajlm-2953	125	29	12.8	12.8	NUM
ajlm-2953	125	30	%	%	NOUN
ajlm-2953	125	31	and	and	CCONJ
ajlm-2953	125	32	art	art	NOUN
ajlm-2953	125	33	coverage	coverage	NOUN
ajlm-2953	125	34	is	be	AUX
ajlm-2953	125	35	77.7%.7	77.7%.7	NUM
ajlm-2953	125	36	by	by	ADP
ajlm-2953	125	37	using	use	VERB
ajlm-2953	125	38	a	a	DET
ajlm-2953	125	39	custom	custom	NOUN
ajlm-2953	125	40	record	record	NOUN
ajlm-2953	125	41	linkage	linkage	NOUN
ajlm-2953	125	42	algorithm	algorithm	NOUN
ajlm-2953	125	43	on	on	ADP
ajlm-2953	125	44	python	python	PROPN
ajlm-2953	125	45	,	,	PUNCT
ajlm-2953	125	46	an	an	DET
ajlm-2953	125	47	analysis	analysis	NOUN
ajlm-2953	125	48	of	of	ADP
ajlm-2953	125	49	the	the	DET
ajlm-2953	125	50	2023–2024	2023–2024	NUM
ajlm-2953	125	51	limpopo	limpopo	PROPN
ajlm-2953	125	52	data	datum	NOUN
ajlm-2953	125	53	identified	identify	VERB
ajlm-2953	125	54	590	590	NUM
ajlm-2953	125	55	136	136	NUM
ajlm-2953	125	56	unique	unique	ADJ
ajlm-2953	125	57	patients	patient	NOUN
ajlm-2953	125	58	,	,	PUNCT
ajlm-2953	125	59	excluding	exclude	VERB
ajlm-2953	125	60	those	those	PRON
ajlm-2953	125	61	with	with	ADP
ajlm-2953	125	62	only	only	ADV
ajlm-2953	125	63	one	one	NUM
ajlm-2953	125	64	vl	vl	NOUN
ajlm-2953	125	65	test	test	NOUN
ajlm-2953	125	66	conducted	conduct	VERB
ajlm-2953	125	67	after	after	ADP
ajlm-2953	125	68	31	31	NUM
ajlm-2953	125	69	august	august	PROPN
ajlm-2953	125	70	2024	2024	NUM
ajlm-2953	125	71	(	(	PUNCT
ajlm-2953	125	72	as	as	SCONJ
ajlm-2953	125	73	these	these	DET
ajlm-2953	125	74	patients	patient	NOUN
ajlm-2953	125	75	are	be	AUX
ajlm-2953	125	76	most	most	ADV
ajlm-2953	125	77	likely	likely	ADV
ajlm-2953	125	78	newly	newly	ADV
ajlm-2953	125	79	diagnosed	diagnose	VERB
ajlm-2953	125	80	and	and	CCONJ
ajlm-2953	125	81	unlikely	unlikely	ADJ
ajlm-2953	125	82	to	to	PART
ajlm-2953	125	83	have	have	AUX
ajlm-2953	125	84	had	have	VERB
ajlm-2953	125	85	follow	follow	VERB
ajlm-2953	125	86	-	-	PUNCT
ajlm-2953	125	87	up	up	ADP
ajlm-2953	125	88	vls	vls	NOUN
ajlm-2953	125	89	by	by	ADP
ajlm-2953	125	90	the	the	DET
ajlm-2953	125	91	end	end	NOUN
ajlm-2953	125	92	of	of	ADP
ajlm-2953	125	93	the	the	DET
ajlm-2953	125	94	dataset	dataset	NOUN
ajlm-2953	125	95	on	on	ADP
ajlm-2953	125	96	31	31	NUM
ajlm-2953	125	97	december	december	PROPN
ajlm-2953	125	98	2024	2024	NUM
ajlm-2953	125	99	)	)	PUNCT
ajlm-2953	125	100	.	.	PUNCT
ajlm-2953	126	1	among	among	ADP
ajlm-2953	126	2	these	these	DET
ajlm-2953	126	3	patients	patient	NOUN
ajlm-2953	126	4	,	,	PUNCT
ajlm-2953	126	5	301	301	NUM
ajlm-2953	126	6	953	953	NUM
ajlm-2953	126	7	instances	instance	NOUN
ajlm-2953	126	8	of	of	ADP
ajlm-2953	126	9	vl	vl	PROPN
ajlm-2953	126	10	≥	≥	NUM
ajlm-2953	126	11	50	50	NUM
ajlm-2953	126	12	copies	copy	NOUN
ajlm-2953	126	13	/	/	SYM
ajlm-2953	126	14	ml	ml	NOUN
ajlm-2953	126	15	were	be	AUX
ajlm-2953	126	16	recorded	record	VERB
ajlm-2953	126	17	,	,	PUNCT
ajlm-2953	126	18	of	of	ADP
ajlm-2953	126	19	which	which	PRON
ajlm-2953	126	20	more	more	ADJ
ajlm-2953	126	21	than	than	ADP
ajlm-2953	126	22	one	one	NUM
ajlm-2953	126	23	instance	instance	NOUN
ajlm-2953	126	24	can	can	AUX
ajlm-2953	126	25	belong	belong	VERB
ajlm-2953	126	26	to	to	ADP
ajlm-2953	126	27	a	a	DET
ajlm-2953	126	28	single	single	ADJ
ajlm-2953	126	29	patient	patient	NOUN
ajlm-2953	126	30	.	.	PUNCT
ajlm-2953	127	1	of	of	ADP
ajlm-2953	127	2	these	these	PRON
ajlm-2953	127	3	,	,	PUNCT
ajlm-2953	127	4	only	only	ADV
ajlm-2953	127	5	151	151	NUM
ajlm-2953	127	6	340	340	NUM
ajlm-2953	127	7	instances	instance	NOUN
ajlm-2953	127	8	(	(	PUNCT
ajlm-2953	127	9	50.12	50.12	NUM
ajlm-2953	127	10	%	%	NOUN
ajlm-2953	127	11	)	)	PUNCT
ajlm-2953	127	12	had	have	VERB
ajlm-2953	127	13	a	a	DET
ajlm-2953	127	14	follow	follow	VERB
ajlm-2953	127	15	-	-	PUNCT
ajlm-2953	127	16	up	up	NOUN
ajlm-2953	127	17	vl	vl	PROPN
ajlm-2953	127	18	result	result	NOUN
ajlm-2953	127	19	,	,	PUNCT
ajlm-2953	127	20	with	with	ADP
ajlm-2953	127	21	a	a	DET
ajlm-2953	127	22	mean	mean	ADJ
ajlm-2953	127	23	time	time	NOUN
ajlm-2953	127	24	to	to	PART
ajlm-2953	127	25	follow	follow	VERB
ajlm-2953	127	26	-	-	PUNCT
ajlm-2953	127	27	up	up	NOUN
ajlm-2953	127	28	of	of	ADP
ajlm-2953	127	29	211	211	NUM
ajlm-2953	127	30	days	day	NOUN
ajlm-2953	127	31	.	.	PUNCT
ajlm-2953	128	1	among	among	ADP
ajlm-2953	128	2	those	those	PRON
ajlm-2953	128	3	with	with	ADP
ajlm-2953	128	4	follow	follow	VERB
ajlm-2953	128	5	-	-	PUNCT
ajlm-2953	128	6	up	up	ADP
ajlm-2953	128	7	tests	test	NOUN
ajlm-2953	128	8	,	,	PUNCT
ajlm-2953	128	9	74	74	NUM
ajlm-2953	128	10	281	281	NUM
ajlm-2953	128	11	(	(	PUNCT
ajlm-2953	128	12	49.08	49.08	NUM
ajlm-2953	128	13	%	%	NOUN
ajlm-2953	128	14	)	)	PUNCT
ajlm-2953	128	15	achieved	achieve	VERB
ajlm-2953	128	16	virological	virological	ADJ
ajlm-2953	128	17	suppression	suppression	NOUN
ajlm-2953	128	18	(	(	PUNCT
ajlm-2953	128	19	<	<	X
ajlm-2953	128	20	50	50	NUM
ajlm-2953	128	21	copies	copy	NOUN
ajlm-2953	128	22	/	/	SYM
ajlm-2953	128	23	ml	ml	NOUN
ajlm-2953	128	24	)	)	PUNCT
ajlm-2953	128	25	.	.	PUNCT
ajlm-2953	129	1	in	in	ADP
ajlm-2953	129	2	the	the	DET
ajlm-2953	129	3	western	western	ADJ
ajlm-2953	129	4	cape	cape	NOUN
ajlm-2953	129	5	,	,	PUNCT
ajlm-2953	129	6	402	402	NUM
ajlm-2953	129	7	537	537	NUM
ajlm-2953	129	8	unique	unique	ADJ
ajlm-2953	129	9	patients	patient	NOUN
ajlm-2953	129	10	were	be	AUX
ajlm-2953	129	11	identified	identify	VERB
ajlm-2953	129	12	after	after	ADP
ajlm-2953	129	13	applying	apply	VERB
ajlm-2953	129	14	the	the	DET
ajlm-2953	129	15	same	same	ADJ
ajlm-2953	129	16	exclusion	exclusion	NOUN
ajlm-2953	129	17	criteria	criterion	NOUN
ajlm-2953	129	18	.	.	PUNCT
ajlm-2953	130	1	there	there	PRON
ajlm-2953	130	2	were	be	VERB
ajlm-2953	130	3	164	164	NUM
ajlm-2953	130	4	025	025	NUM
ajlm-2953	130	5	instances	instance	NOUN
ajlm-2953	130	6	of	of	ADP
ajlm-2953	130	7	vl	vl	PROPN
ajlm-2953	130	8	≥	≥	NUM
ajlm-2953	130	9	50	50	NUM
ajlm-2953	130	10	copies	copy	NOUN
ajlm-2953	130	11	/	/	SYM
ajlm-2953	130	12	ml	ml	ADP
ajlm-2953	130	13	,	,	PUNCT
ajlm-2953	130	14	with	with	ADP
ajlm-2953	130	15	89	89	NUM
ajlm-2953	130	16	732	732	NUM
ajlm-2953	130	17	(	(	PUNCT
ajlm-2953	130	18	54.71	54.71	NUM
ajlm-2953	130	19	%	%	NOUN
ajlm-2953	130	20	)	)	PUNCT
ajlm-2953	130	21	followed	follow	VERB
ajlm-2953	130	22	up	up	ADP
ajlm-2953	130	23	.	.	PUNCT
ajlm-2953	131	1	the	the	DET
ajlm-2953	131	2	average	average	ADJ
ajlm-2953	131	3	time	time	NOUN
ajlm-2953	131	4	to	to	PART
ajlm-2953	131	5	follow	follow	VERB
ajlm-2953	131	6	-	-	PUNCT
ajlm-2953	131	7	up	up	NOUN
ajlm-2953	131	8	was	be	AUX
ajlm-2953	131	9	225	225	NUM
ajlm-2953	131	10	days	day	NOUN
ajlm-2953	131	11	,	,	PUNCT
ajlm-2953	131	12	and	and	CCONJ
ajlm-2953	131	13	48	48	NUM
ajlm-2953	131	14	711	711	NUM
ajlm-2953	131	15	(	(	PUNCT
ajlm-2953	131	16	54.28	54.28	NUM
ajlm-2953	131	17	%	%	NOUN
ajlm-2953	131	18	)	)	PUNCT
ajlm-2953	131	19	of	of	ADP
ajlm-2953	131	20	those	those	PRON
ajlm-2953	131	21	followed	follow	VERB
ajlm-2953	131	22	up	up	ADP
ajlm-2953	131	23	were	be	AUX
ajlm-2953	131	24	virologically	virologically	ADV
ajlm-2953	131	25	suppressed	suppress	VERB
ajlm-2953	131	26	(	(	PUNCT
ajlm-2953	131	27	table	table	NOUN
ajlm-2953	131	28	1	1	NUM
ajlm-2953	131	29	)	)	PUNCT
ajlm-2953	131	30	.	.	PUNCT
ajlm-2953	132	1	table	table	NOUN
ajlm-2953	132	2	1	1	NUM
ajlm-2953	132	3	:	:	PUNCT
ajlm-2953	132	4	 	 	SPACE
ajlm-2953	132	5	distribution	distribution	NOUN
ajlm-2953	132	6	of	of	ADP
ajlm-2953	132	7	unique	unique	ADJ
ajlm-2953	132	8	patients	patient	NOUN
ajlm-2953	132	9	by	by	ADP
ajlm-2953	132	10	initial	initial	ADJ
ajlm-2953	132	11	hiv	hiv	PROPN
ajlm-2953	132	12	viral	viral	ADJ
ajlm-2953	132	13	load	load	NOUN
ajlm-2953	132	14	category	category	NOUN
ajlm-2953	132	15	,	,	PUNCT
ajlm-2953	132	16	with	with	ADP
ajlm-2953	132	17	corresponding	correspond	VERB
ajlm-2953	132	18	follow	follow	NOUN
ajlm-2953	132	19	-	-	PUNCT
ajlm-2953	132	20	up	up	ADP
ajlm-2953	132	21	testing	testing	NOUN
ajlm-2953	132	22	percentages	percentage	NOUN
ajlm-2953	132	23	,	,	PUNCT
ajlm-2953	132	24	average	average	ADJ
ajlm-2953	132	25	number	number	NOUN
ajlm-2953	132	26	of	of	ADP
ajlm-2953	132	27	days	day	NOUN
ajlm-2953	132	28	to	to	PART
ajlm-2953	132	29	follow	follow	VERB
ajlm-2953	132	30	-	-	PUNCT
ajlm-2953	132	31	up	up	NOUN
ajlm-2953	132	32	,	,	PUNCT
ajlm-2953	132	33	and	and	CCONJ
ajlm-2953	132	34	follow	follow	VERB
ajlm-2953	132	35	-	-	PUNCT
ajlm-2953	132	36	up	up	NOUN
ajlm-2953	132	37	viral	viral	ADJ
ajlm-2953	132	38	load	load	NOUN
ajlm-2953	132	39	outcomes	outcome	NOUN
ajlm-2953	132	40	categorised	categorise	VERB
ajlm-2953	132	41	by	by	ADP
ajlm-2953	132	42	the	the	DET
ajlm-2953	132	43	same	same	ADJ
ajlm-2953	132	44	predefined	predefine	VERB
ajlm-2953	132	45	ranges	range	NOUN
ajlm-2953	132	46	,	,	PUNCT
ajlm-2953	132	47	in	in	ADP
ajlm-2953	132	48	limpopo	limpopo	PROPN
ajlm-2953	132	49	and	and	CCONJ
ajlm-2953	132	50	western	western	ADJ
ajlm-2953	132	51	cape	cape	NOUN
ajlm-2953	132	52	provinces	province	NOUN
ajlm-2953	132	53	,	,	PUNCT
ajlm-2953	132	54	01	01	NUM
ajlm-2953	132	55	january	january	NOUN
ajlm-2953	132	56	2023	2023	NUM
ajlm-2953	132	57	to	to	ADP
ajlm-2953	132	58	31	31	NUM
ajlm-2953	132	59	december	december	PROPN
ajlm-2953	132	60	2024	2024	NUM
ajlm-2953	132	61	.	.	PUNCT
ajlm-2953	133	1	discussion	discussion	NOUN
ajlm-2953	133	2	with	with	ADP
ajlm-2953	133	3	the	the	DET
ajlm-2953	133	4	recent	recent	ADJ
ajlm-2953	133	5	expansion	expansion	NOUN
ajlm-2953	133	6	of	of	ADP
ajlm-2953	133	7	the	the	DET
ajlm-2953	133	8	national	national	ADJ
ajlm-2953	133	9	art	art	NOUN
ajlm-2953	133	10	programme	programme	NOUN
ajlm-2953	133	11	and	and	CCONJ
ajlm-2953	133	12	increased	increase	VERB
ajlm-2953	133	13	hiv	hiv	PROPN
ajlm-2953	133	14	vl	vl	PROPN
ajlm-2953	133	15	testing	testing	NOUN
ajlm-2953	133	16	,	,	PUNCT
ajlm-2953	133	17	concerns	concern	NOUN
ajlm-2953	133	18	have	have	AUX
ajlm-2953	133	19	arisen	arise	VERB
ajlm-2953	133	20	about	about	ADP
ajlm-2953	133	21	the	the	DET
ajlm-2953	133	22	impact	impact	NOUN
ajlm-2953	133	23	of	of	ADP
ajlm-2953	133	24	pre	pre	ADJ
ajlm-2953	133	25	-	-	ADJ
ajlm-2953	133	26	analytical	analytical	ADJ
ajlm-2953	133	27	factors	factor	NOUN
ajlm-2953	133	28	on	on	ADP
ajlm-2953	133	29	vl	vl	PROPN
ajlm-2953	133	30	results.1,8	results.1,8	NOUN
ajlm-2953	133	31	this	this	DET
ajlm-2953	133	32	study	study	NOUN
ajlm-2953	133	33	explored	explore	VERB
ajlm-2953	133	34	additional	additional	ADJ
ajlm-2953	133	35	factors	factor	NOUN
ajlm-2953	133	36	including	include	VERB
ajlm-2953	133	37	analytical	analytical	ADJ
ajlm-2953	133	38	and	and	CCONJ
ajlm-2953	133	39	population	population	NOUN
ajlm-2953	133	40	-	-	PUNCT
ajlm-2953	133	41	level	level	NOUN
ajlm-2953	133	42	programme	programme	NOUN
ajlm-2953	133	43	dynamics	dynamic	NOUN
ajlm-2953	133	44	,	,	PUNCT
ajlm-2953	133	45	and	and	CCONJ
ajlm-2953	133	46	how	how	SCONJ
ajlm-2953	133	47	all	all	DET
ajlm-2953	133	48	these	these	DET
ajlm-2953	133	49	factors	factor	NOUN
ajlm-2953	133	50	may	may	AUX
ajlm-2953	133	51	play	play	VERB
ajlm-2953	133	52	a	a	DET
ajlm-2953	133	53	collective	collective	ADJ
ajlm-2953	133	54	role	role	NOUN
ajlm-2953	133	55	in	in	ADP
ajlm-2953	133	56	vl	vl	PROPN
ajlm-2953	133	57	result	result	NOUN
ajlm-2953	133	58	interpretation	interpretation	NOUN
ajlm-2953	133	59	.	.	PUNCT
ajlm-2953	134	1	pre	pre	ADJ
ajlm-2953	134	2	-	-	ADJ
ajlm-2953	134	3	analytical	analytical	ADJ
ajlm-2953	134	4	factors	factor	NOUN
ajlm-2953	134	5	operational	operational	ADJ
ajlm-2953	134	6	disruptions	disruption	NOUN
ajlm-2953	134	7	,	,	PUNCT
ajlm-2953	134	8	specimen	speciman	NOUN
ajlm-2953	134	9	backlogs	backlog	NOUN
ajlm-2953	134	10	,	,	PUNCT
ajlm-2953	134	11	and	and	CCONJ
ajlm-2953	134	12	longer	long	ADJ
ajlm-2953	134	13	tats	tat	NOUN
ajlm-2953	134	14	were	be	AUX
ajlm-2953	134	15	evident	evident	ADJ
ajlm-2953	134	16	in	in	ADP
ajlm-2953	134	17	limpopo	limpopo	PROPN
ajlm-2953	134	18	from	from	ADP
ajlm-2953	134	19	early	early	ADJ
ajlm-2953	134	20	2024	2024	NUM
ajlm-2953	134	21	.	.	PUNCT
ajlm-2953	135	1	while	while	SCONJ
ajlm-2953	135	2	the	the	DET
ajlm-2953	135	3	cyberattack	cyberattack	NOUN
ajlm-2953	135	4	later	later	ADV
ajlm-2953	135	5	that	that	DET
ajlm-2953	135	6	year	year	NOUN
ajlm-2953	135	7	most	most	ADV
ajlm-2953	135	8	likely	likely	ADV
ajlm-2953	135	9	worsened	worsen	VERB
ajlm-2953	135	10	these	these	DET
ajlm-2953	135	11	issues	issue	NOUN
ajlm-2953	135	12	,	,	PUNCT
ajlm-2953	135	13	it	it	PRON
ajlm-2953	135	14	probably	probably	ADV
ajlm-2953	135	15	did	do	AUX
ajlm-2953	135	16	not	not	PART
ajlm-2953	135	17	affect	affect	VERB
ajlm-2953	135	18	vl	vl	PROPN
ajlm-2953	135	19	results	result	NOUN
ajlm-2953	135	20	directly	directly	ADV
ajlm-2953	135	21	in	in	ADP
ajlm-2953	135	22	subsequent	subsequent	ADJ
ajlm-2953	135	23	months	month	NOUN
ajlm-2953	135	24	.	.	PUNCT
ajlm-2953	136	1	although	although	SCONJ
ajlm-2953	136	2	many	many	ADJ
ajlm-2953	136	3	specimens	specimen	NOUN
ajlm-2953	136	4	were	be	AUX
ajlm-2953	136	5	lost	lose	VERB
ajlm-2953	136	6	during	during	ADP
ajlm-2953	136	7	june	june	PROPN
ajlm-2953	136	8	2024	2024	NUM
ajlm-2953	136	9	and	and	CCONJ
ajlm-2953	136	10	july	july	PROPN
ajlm-2953	136	11	2024	2024	NUM
ajlm-2953	136	12	,	,	PUNCT
ajlm-2953	136	13	those	those	PRON
ajlm-2953	136	14	processed	process	VERB
ajlm-2953	136	15	showed	show	VERB
ajlm-2953	136	16	no	no	DET
ajlm-2953	136	17	major	major	ADJ
ajlm-2953	136	18	shifts	shift	NOUN
ajlm-2953	136	19	in	in	ADP
ajlm-2953	136	20	vl	vl	NOUN
ajlm-2953	136	21	distribution	distribution	NOUN
ajlm-2953	136	22	(	(	PUNCT
ajlm-2953	136	23	figure	figure	NOUN
ajlm-2953	136	24	4	4	NUM
ajlm-2953	136	25	and	and	CCONJ
ajlm-2953	136	26	figure	figure	VERB
ajlm-2953	136	27	5	5	NUM
ajlm-2953	136	28	)	)	PUNCT
ajlm-2953	136	29	.	.	PUNCT
ajlm-2953	137	1	a	a	DET
ajlm-2953	137	2	notable	notable	ADJ
ajlm-2953	137	3	change	change	NOUN
ajlm-2953	137	4	in	in	ADP
ajlm-2953	137	5	limpopo	limpopo	PROPN
ajlm-2953	137	6	’s	’s	PART
ajlm-2953	137	7	vl	vl	PROPN
ajlm-2953	137	8	profile	profile	NOUN
ajlm-2953	137	9	emerged	emerge	VERB
ajlm-2953	137	10	only	only	ADV
ajlm-2953	137	11	after	after	SCONJ
ajlm-2953	137	12	the	the	DET
ajlm-2953	137	13	laboratory	laboratory	NOUN
ajlm-2953	137	14	information	information	NOUN
ajlm-2953	137	15	system	system	NOUN
ajlm-2953	137	16	was	be	AUX
ajlm-2953	137	17	restored	restore	VERB
ajlm-2953	137	18	in	in	ADP
ajlm-2953	137	19	august	august	PROPN
ajlm-2953	137	20	2024	2024	NUM
ajlm-2953	137	21	,	,	PUNCT
ajlm-2953	137	22	characterised	characterise	VERB
ajlm-2953	137	23	by	by	ADP
ajlm-2953	137	24	a	a	DET
ajlm-2953	137	25	decline	decline	NOUN
ajlm-2953	137	26	in	in	ADP
ajlm-2953	137	27	ldl	ldl	NOUN
ajlm-2953	137	28	results	result	NOUN
ajlm-2953	137	29	and	and	CCONJ
ajlm-2953	137	30	a	a	DET
ajlm-2953	137	31	rise	rise	NOUN
ajlm-2953	137	32	in	in	ADP
ajlm-2953	137	33	vls	vls	PROPN
ajlm-2953	137	34	<	<	X
ajlm-2953	137	35	50	50	NUM
ajlm-2953	137	36	copies	copy	NOUN
ajlm-2953	137	37	/	/	SYM
ajlm-2953	137	38	ml	ml	PROPN
ajlm-2953	137	39	(	(	PUNCT
ajlm-2953	137	40	figure	figure	NOUN
ajlm-2953	137	41	5	5	NUM
ajlm-2953	137	42	)	)	PUNCT
ajlm-2953	137	43	.	.	PUNCT
ajlm-2953	138	1	given	give	VERB
ajlm-2953	138	2	the	the	DET
ajlm-2953	138	3	stability	stability	NOUN
ajlm-2953	138	4	of	of	ADP
ajlm-2953	138	5	other	other	ADJ
ajlm-2953	138	6	vl	vl	PROPN
ajlm-2953	138	7	categories	category	NOUN
ajlm-2953	138	8	,	,	PUNCT
ajlm-2953	138	9	this	this	PRON
ajlm-2953	138	10	may	may	AUX
ajlm-2953	138	11	reflect	reflect	VERB
ajlm-2953	138	12	specimen	speciman	NOUN
ajlm-2953	138	13	degradation	degradation	NOUN
ajlm-2953	138	14	from	from	ADP
ajlm-2953	138	15	factors	factor	NOUN
ajlm-2953	138	16	such	such	ADJ
ajlm-2953	138	17	as	as	ADP
ajlm-2953	138	18	viral	viral	ADJ
ajlm-2953	138	19	particle	particle	NOUN
ajlm-2953	138	20	leakage	leakage	NOUN
ajlm-2953	138	21	,	,	PUNCT
ajlm-2953	138	22	causing	cause	VERB
ajlm-2953	138	23	ldl	ldl	NOUN
ajlm-2953	138	24	samples	sample	NOUN
ajlm-2953	138	25	to	to	PART
ajlm-2953	138	26	be	be	AUX
ajlm-2953	138	27	misclassified	misclassifie	VERB
ajlm-2953	138	28	as	as	ADP
ajlm-2953	138	29	<	<	X
ajlm-2953	138	30	50	50	NUM
ajlm-2953	138	31	copies	copy	NOUN
ajlm-2953	138	32	/	/	SYM
ajlm-2953	138	33	ml	ml	NOUN
ajlm-2953	138	34	.	.	PUNCT
ajlm-2953	139	1	however	however	ADV
ajlm-2953	139	2	,	,	PUNCT
ajlm-2953	139	3	previous	previous	ADJ
ajlm-2953	139	4	studies	study	NOUN
ajlm-2953	139	5	have	have	AUX
ajlm-2953	139	6	shown	show	VERB
ajlm-2953	139	7	that	that	SCONJ
ajlm-2953	139	8	hiv-1	hiv-1	PRON
ajlm-2953	139	9	rna	rna	NOUN
ajlm-2953	139	10	remains	remain	VERB
ajlm-2953	139	11	stable	stable	ADJ
ajlm-2953	139	12	at	at	ADP
ajlm-2953	139	13	temperatures	temperature	NOUN
ajlm-2953	139	14	up	up	ADV
ajlm-2953	139	15	to	to	ADP
ajlm-2953	139	16	37	37	NUM
ajlm-2953	139	17	°	°	NOUN
ajlm-2953	139	18	c	c	NOUN
ajlm-2953	139	19	and	and	CCONJ
ajlm-2953	139	20	during	during	ADP
ajlm-2953	139	21	transit	transit	NOUN
ajlm-2953	139	22	times	time	NOUN
ajlm-2953	139	23	of	of	ADP
ajlm-2953	139	24	up	up	ADP
ajlm-2953	139	25	to	to	PART
ajlm-2953	139	26	seven	seven	NUM
ajlm-2953	139	27	days	day	NOUN
ajlm-2953	139	28	,	,	PUNCT
ajlm-2953	139	29	reliably	reliably	ADV
ajlm-2953	139	30	differentiating	differentiate	VERB
ajlm-2953	139	31	suppression	suppression	NOUN
ajlm-2953	139	32	,	,	PUNCT
ajlm-2953	139	33	llv	llv	PROPN
ajlm-2953	139	34	,	,	PUNCT
ajlm-2953	139	35	and	and	CCONJ
ajlm-2953	139	36	virological	virological	ADJ
ajlm-2953	139	37	failure.8,9,10,11	failure.8,9,10,11	NOUN
ajlm-2953	139	38	in	in	ADP
ajlm-2953	139	39	resource	resource	NOUN
ajlm-2953	139	40	-	-	PUNCT
ajlm-2953	139	41	limited	limit	VERB
ajlm-2953	139	42	settings	setting	NOUN
ajlm-2953	139	43	,	,	PUNCT
ajlm-2953	139	44	testing	testing	NOUN
ajlm-2953	139	45	is	be	AUX
ajlm-2953	139	46	usually	usually	ADV
ajlm-2953	139	47	confined	confine	VERB
ajlm-2953	139	48	to	to	ADP
ajlm-2953	139	49	reference	reference	NOUN
ajlm-2953	139	50	laboratories	laboratory	NOUN
ajlm-2953	139	51	distant	distant	ADJ
ajlm-2953	139	52	from	from	ADP
ajlm-2953	139	53	sampling	sample	VERB
ajlm-2953	139	54	sites	site	NOUN
ajlm-2953	139	55	.	.	PUNCT
ajlm-2953	140	1	for	for	ADP
ajlm-2953	140	2	example	example	NOUN
ajlm-2953	140	3	,	,	PUNCT
ajlm-2953	140	4	a	a	DET
ajlm-2953	140	5	northern	northern	ADJ
ajlm-2953	140	6	cape	cape	NOUN
ajlm-2953	140	7	study	study	NOUN
ajlm-2953	140	8	highlighted	highlight	VERB
ajlm-2953	140	9	a	a	DET
ajlm-2953	140	10	250	250	NUM
ajlm-2953	140	11	km	km	NOUN
ajlm-2953	140	12	radius	radius	NOUN
ajlm-2953	140	13	between	between	ADP
ajlm-2953	140	14	nhls	nhls	PROPN
ajlm-2953	140	15	district	district	NOUN
ajlm-2953	140	16	laboratories	laboratory	NOUN
ajlm-2953	140	17	,	,	PUNCT
ajlm-2953	140	18	with	with	ADP
ajlm-2953	140	19	centralised	centralised	ADJ
ajlm-2953	140	20	cd4	cd4	PROPN
ajlm-2953	140	21	testing	testing	NOUN
ajlm-2953	140	22	limited	limit	VERB
ajlm-2953	140	23	to	to	ADP
ajlm-2953	140	24	three	three	NUM
ajlm-2953	140	25	facilities.12	facilities.12	NOUN
ajlm-2953	140	26	such	such	ADJ
ajlm-2953	140	27	distances	distance	NOUN
ajlm-2953	140	28	represent	represent	VERB
ajlm-2953	140	29	significant	significant	ADJ
ajlm-2953	140	30	pre	pre	ADJ
ajlm-2953	140	31	-	-	ADJ
ajlm-2953	140	32	analytical	analytical	ADJ
ajlm-2953	140	33	challenges	challenge	NOUN
ajlm-2953	140	34	that	that	PRON
ajlm-2953	140	35	affect	affect	VERB
ajlm-2953	140	36	access	access	NOUN
ajlm-2953	140	37	and	and	CCONJ
ajlm-2953	140	38	tats.13,14	tats.13,14	ADV
ajlm-2953	140	39	although	although	SCONJ
ajlm-2953	140	40	increased	increase	VERB
ajlm-2953	140	41	tats	tat	NOUN
ajlm-2953	140	42	were	be	AUX
ajlm-2953	140	43	suspected	suspect	VERB
ajlm-2953	140	44	to	to	PART
ajlm-2953	140	45	affect	affect	VERB
ajlm-2953	140	46	vl	vl	ADJ
ajlm-2953	140	47	distribution	distribution	NOUN
ajlm-2953	140	48	,	,	PUNCT
ajlm-2953	140	49	including	include	VERB
ajlm-2953	140	50	for	for	ADP
ajlm-2953	140	51	limpopo	limpopo	PROPN
ajlm-2953	140	52	specimens	specimen	NOUN
ajlm-2953	140	53	processed	process	VERB
ajlm-2953	140	54	at	at	ADP
ajlm-2953	140	55	gsh	gsh	PROPN
ajlm-2953	140	56	,	,	PUNCT
ajlm-2953	140	57	no	no	DET
ajlm-2953	140	58	consistent	consistent	ADJ
ajlm-2953	140	59	correlation	correlation	NOUN
ajlm-2953	140	60	was	be	AUX
ajlm-2953	140	61	found	find	VERB
ajlm-2953	140	62	between	between	ADP
ajlm-2953	140	63	prolonged	prolonged	ADJ
ajlm-2953	140	64	tat	tat	NOUN
ajlm-2953	140	65	and	and	CCONJ
ajlm-2953	140	66	rising	rise	VERB
ajlm-2953	140	67	llv	llv	NOUN
ajlm-2953	140	68	results	result	NOUN
ajlm-2953	140	69	(	(	PUNCT
ajlm-2953	140	70	figure	figure	NOUN
ajlm-2953	140	71	5	5	NUM
ajlm-2953	140	72	,	,	PUNCT
ajlm-2953	140	73	online	online	ADJ
ajlm-2953	140	74	supplementary	supplementary	ADJ
ajlm-2953	140	75	figure	figure	NOUN
ajlm-2953	140	76	7	7	NUM
ajlm-2953	140	77	,	,	PUNCT
ajlm-2953	140	78	and	and	CCONJ
ajlm-2953	140	79	online	online	ADJ
ajlm-2953	140	80	supplementary	supplementary	ADJ
ajlm-2953	140	81	figure	figure	NOUN
ajlm-2953	140	82	8)	8)	NUM
ajlm-2953	140	83	.	.	PUNCT
ajlm-2953	141	1	analytical	analytical	ADJ
ajlm-2953	141	2	factors	factor	NOUN
ajlm-2953	141	3	in	in	ADP
ajlm-2953	141	4	light	light	NOUN
ajlm-2953	141	5	of	of	ADP
ajlm-2953	141	6	increased	increase	VERB
ajlm-2953	141	7	reactive	reactive	ADJ
ajlm-2953	141	8	negative	negative	ADJ
ajlm-2953	141	9	controls	control	NOUN
ajlm-2953	141	10	at	at	ADP
ajlm-2953	141	11	gsh	gsh	PROPN
ajlm-2953	141	12	laboratory	laboratory	NOUN
ajlm-2953	141	13	in	in	ADP
ajlm-2953	141	14	november	november	PROPN
ajlm-2953	141	15	2024	2024	NUM
ajlm-2953	141	16	and	and	CCONJ
ajlm-2953	141	17	december	december	PROPN
ajlm-2953	141	18	2024	2024	NUM
ajlm-2953	141	19	,	,	PUNCT
ajlm-2953	141	20	machine	machine	NOUN
ajlm-2953	141	21	contamination	contamination	NOUN
ajlm-2953	141	22	was	be	AUX
ajlm-2953	141	23	initially	initially	ADV
ajlm-2953	141	24	considered	consider	VERB
ajlm-2953	141	25	as	as	ADP
ajlm-2953	141	26	a	a	DET
ajlm-2953	141	27	possible	possible	ADJ
ajlm-2953	141	28	explanation	explanation	NOUN
ajlm-2953	141	29	for	for	ADP
ajlm-2953	141	30	the	the	DET
ajlm-2953	141	31	rise	rise	NOUN
ajlm-2953	141	32	in	in	ADP
ajlm-2953	141	33	llv	llv	PROPN
ajlm-2953	141	34	results	result	NOUN
ajlm-2953	141	35	(	(	PUNCT
ajlm-2953	141	36	online	online	ADJ
ajlm-2953	141	37	supplementary	supplementary	ADJ
ajlm-2953	141	38	table	table	NOUN
ajlm-2953	141	39	6	6	NUM
ajlm-2953	141	40	)	)	PUNCT
ajlm-2953	141	41	.	.	PUNCT
ajlm-2953	142	1	however	however	ADV
ajlm-2953	142	2	,	,	PUNCT
ajlm-2953	142	3	when	when	SCONJ
ajlm-2953	142	4	limpopo	limpopo	PROPN
ajlm-2953	142	5	specimen	specimen	PROPN
ajlm-2953	142	6	results	result	NOUN
ajlm-2953	142	7	were	be	AUX
ajlm-2953	142	8	excluded	exclude	VERB
ajlm-2953	142	9	from	from	ADP
ajlm-2953	142	10	the	the	DET
ajlm-2953	142	11	dataset	dataset	NOUN
ajlm-2953	142	12	for	for	ADP
ajlm-2953	142	13	gsh	gsh	PROPN
ajlm-2953	142	14	,	,	PUNCT
ajlm-2953	142	15	the	the	DET
ajlm-2953	142	16	hiv	hiv	PROPN
ajlm-2953	142	17	vl	vl	PROPN
ajlm-2953	142	18	distribution	distribution	NOUN
ajlm-2953	142	19	remained	remain	VERB
ajlm-2953	142	20	largely	largely	ADV
ajlm-2953	142	21	consistent	consistent	ADJ
ajlm-2953	142	22	with	with	ADP
ajlm-2953	142	23	previous	previous	ADJ
ajlm-2953	142	24	months	month	NOUN
ajlm-2953	142	25	.	.	PUNCT
ajlm-2953	143	1	a	a	DET
ajlm-2953	143	2	separate	separate	ADJ
ajlm-2953	143	3	analysis	analysis	NOUN
ajlm-2953	143	4	comparing	compare	VERB
ajlm-2953	143	5	results	result	NOUN
ajlm-2953	143	6	of	of	ADP
ajlm-2953	143	7	limpopo	limpopo	PROPN
ajlm-2953	143	8	specimens	specimen	NOUN
ajlm-2953	143	9	processed	process	VERB
ajlm-2953	143	10	at	at	ADP
ajlm-2953	143	11	either	either	CCONJ
ajlm-2953	143	12	gsh	gsh	PROPN
ajlm-2953	143	13	or	or	CCONJ
ajlm-2953	143	14	limpopo	limpopo	PROPN
ajlm-2953	143	15	during	during	ADP
ajlm-2953	143	16	the	the	DET
ajlm-2953	143	17	same	same	ADJ
ajlm-2953	143	18	time	time	NOUN
ajlm-2953	143	19	period	period	NOUN
ajlm-2953	143	20	revealed	reveal	VERB
ajlm-2953	143	21	similar	similar	ADJ
ajlm-2953	143	22	distribution	distribution	NOUN
ajlm-2953	143	23	patterns	pattern	NOUN
ajlm-2953	143	24	unique	unique	ADJ
ajlm-2953	143	25	to	to	ADP
ajlm-2953	143	26	the	the	DET
ajlm-2953	143	27	limpopo	limpopo	PROPN
ajlm-2953	143	28	province	province	PROPN
ajlm-2953	143	29	,	,	PUNCT
ajlm-2953	143	30	regardless	regardless	ADV
ajlm-2953	143	31	of	of	ADP
ajlm-2953	143	32	the	the	DET
ajlm-2953	143	33	testing	testing	NOUN
ajlm-2953	143	34	site	site	NOUN
ajlm-2953	143	35	.	.	PUNCT
ajlm-2953	144	1	according	accord	VERB
ajlm-2953	144	2	to	to	ADP
ajlm-2953	144	3	the	the	DET
ajlm-2953	144	4	alinity	alinity	NOUN
ajlm-2953	144	5	m	m	AUX
ajlm-2953	144	6	hiv-1	hiv-1	X
ajlm-2953	144	7	assay	assay	PROPN
ajlm-2953	144	8	package	package	NOUN
ajlm-2953	144	9	insert,6	insert,6	VERB
ajlm-2953	144	10	several	several	ADJ
ajlm-2953	144	11	integrated	integrate	VERB
ajlm-2953	144	12	mechanisms	mechanism	NOUN
ajlm-2953	144	13	minimise	minimise	VERB
ajlm-2953	144	14	the	the	DET
ajlm-2953	144	15	risk	risk	NOUN
ajlm-2953	144	16	of	of	ADP
ajlm-2953	144	17	contamination	contamination	NOUN
ajlm-2953	144	18	during	during	ADP
ajlm-2953	144	19	testing	testing	NOUN
ajlm-2953	144	20	.	.	PUNCT
ajlm-2953	145	1	these	these	PRON
ajlm-2953	145	2	include	include	VERB
ajlm-2953	145	3	the	the	DET
ajlm-2953	145	4	use	use	NOUN
ajlm-2953	145	5	of	of	ADP
ajlm-2953	145	6	aerosol	aerosol	NOUN
ajlm-2953	145	7	-	-	PUNCT
ajlm-2953	145	8	barrier	barrier	NOUN
ajlm-2953	145	9	pipette	pipette	NOUN
ajlm-2953	145	10	tips	tip	NOUN
ajlm-2953	145	11	,	,	PUNCT
ajlm-2953	145	12	which	which	PRON
ajlm-2953	145	13	are	be	AUX
ajlm-2953	145	14	disposed	dispose	VERB
ajlm-2953	145	15	after	after	ADP
ajlm-2953	145	16	each	each	DET
ajlm-2953	145	17	use	use	NOUN
ajlm-2953	145	18	to	to	PART
ajlm-2953	145	19	prevent	prevent	VERB
ajlm-2953	145	20	cross	cross	ADJ
ajlm-2953	145	21	-	-	ADJ
ajlm-2953	145	22	sample	sample	ADJ
ajlm-2953	145	23	carryover	carryover	NOUN
ajlm-2953	145	24	,	,	PUNCT
ajlm-2953	145	25	and	and	CCONJ
ajlm-2953	145	26	the	the	DET
ajlm-2953	145	27	performance	performance	NOUN
ajlm-2953	145	28	of	of	ADP
ajlm-2953	145	29	amplification	amplification	NOUN
ajlm-2953	145	30	and	and	CCONJ
ajlm-2953	145	31	detection	detection	NOUN
ajlm-2953	145	32	within	within	ADP
ajlm-2953	145	33	sealed	seal	VERB
ajlm-2953	145	34	reaction	reaction	NOUN
ajlm-2953	145	35	vessels	vessel	NOUN
ajlm-2953	145	36	,	,	PUNCT
ajlm-2953	145	37	which	which	PRON
ajlm-2953	145	38	are	be	AUX
ajlm-2953	145	39	discarded	discard	VERB
ajlm-2953	145	40	following	follow	VERB
ajlm-2953	145	41	analysis	analysis	NOUN
ajlm-2953	145	42	.	.	PUNCT
ajlm-2953	146	1	the	the	DET
ajlm-2953	146	2	assay	assay	NOUN
ajlm-2953	146	3	also	also	ADV
ajlm-2953	146	4	employs	employ	VERB
ajlm-2953	146	5	deoxyuridine	deoxyuridine	NOUN
ajlm-2953	146	6	triphosphate	triphosphate	NOUN
ajlm-2953	146	7	in	in	ADP
ajlm-2953	146	8	place	place	NOUN
ajlm-2953	146	9	of	of	ADP
ajlm-2953	146	10	deoxythymidine	deoxythymidine	ADJ
ajlm-2953	146	11	triphosphate	triphosphate	NOUN
ajlm-2953	146	12	during	during	ADP
ajlm-2953	146	13	dna	dna	PROPN
ajlm-2953	146	14	synthesis	synthesis	NOUN
ajlm-2953	146	15	,	,	PUNCT
ajlm-2953	146	16	enabling	enable	VERB
ajlm-2953	146	17	the	the	DET
ajlm-2953	146	18	enzymatic	enzymatic	ADJ
ajlm-2953	146	19	degradation	degradation	NOUN
ajlm-2953	146	20	of	of	ADP
ajlm-2953	146	21	any	any	DET
ajlm-2953	146	22	carryover	carryover	NOUN
ajlm-2953	146	23	amplicons	amplicon	NOUN
ajlm-2953	146	24	by	by	ADP
ajlm-2953	146	25	uracil	uracil	PROPN
ajlm-2953	146	26	-	-	PUNCT
ajlm-2953	146	27	dna	dna	PROPN
ajlm-2953	146	28	glycosylase	glycosylase	NOUN
ajlm-2953	146	29	prior	prior	ADV
ajlm-2953	146	30	to	to	ADP
ajlm-2953	146	31	the	the	DET
ajlm-2953	146	32	next	next	ADJ
ajlm-2953	146	33	amplification	amplification	NOUN
ajlm-2953	146	34	cycle	cycle	NOUN
ajlm-2953	146	35	.	.	PUNCT
ajlm-2953	147	1	the	the	DET
ajlm-2953	147	2	heat	heat	NOUN
ajlm-2953	147	3	-	-	PUNCT
ajlm-2953	147	4	labile	labile	ADJ
ajlm-2953	147	5	uracil	uracil	ADJ
ajlm-2953	147	6	-	-	PUNCT
ajlm-2953	147	7	dna	dna	PROPN
ajlm-2953	147	8	glycosylase	glycosylase	NOUN
ajlm-2953	147	9	enzyme	enzyme	NOUN
ajlm-2953	147	10	is	be	AUX
ajlm-2953	147	11	inactivated	inactivate	VERB
ajlm-2953	147	12	during	during	ADP
ajlm-2953	147	13	the	the	DET
ajlm-2953	147	14	rt	rt	ADJ
ajlm-2953	147	15	-	-	PUNCT
ajlm-2953	147	16	pcr	pcr	NOUN
ajlm-2953	147	17	process	process	NOUN
ajlm-2953	147	18	,	,	PUNCT
ajlm-2953	147	19	preventing	prevent	VERB
ajlm-2953	147	20	interference	interference	NOUN
ajlm-2953	147	21	with	with	ADP
ajlm-2953	147	22	the	the	DET
ajlm-2953	147	23	generation	generation	NOUN
ajlm-2953	147	24	of	of	ADP
ajlm-2953	147	25	new	new	ADJ
ajlm-2953	147	26	double	double	ADJ
ajlm-2953	147	27	-	-	PUNCT
ajlm-2953	147	28	stranded	strand	VERB
ajlm-2953	147	29	dna	dna	NOUN
ajlm-2953	147	30	products.15	products.15	NOUN
ajlm-2953	147	31	the	the	DET
ajlm-2953	147	32	carryover	carryover	NOUN
ajlm-2953	147	33	rate	rate	NOUN
ajlm-2953	147	34	for	for	ADP
ajlm-2953	147	35	the	the	DET
ajlm-2953	147	36	alinity	alinity	NOUN
ajlm-2953	147	37	m	m	VERB
ajlm-2953	147	38	hiv-1	hiv-1	X
ajlm-2953	147	39	assay	assay	PROPN
ajlm-2953	147	40	was	be	AUX
ajlm-2953	147	41	evaluated	evaluate	VERB
ajlm-2953	147	42	in	in	ADP
ajlm-2953	147	43	the	the	DET
ajlm-2953	147	44	package	package	NOUN
ajlm-2953	147	45	insert	insert	NOUN
ajlm-2953	147	46	by	by	ADP
ajlm-2953	147	47	alternating	alternate	VERB
ajlm-2953	147	48	high	high	ADJ
ajlm-2953	147	49	positive	positive	ADJ
ajlm-2953	147	50	(	(	PUNCT
ajlm-2953	147	51	1	1	NUM
ajlm-2953	147	52	000	000	NUM
ajlm-2953	147	53	000	000	NUM
ajlm-2953	147	54	copies	copy	NOUN
ajlm-2953	147	55	/	/	SYM
ajlm-2953	147	56	ml	ml	NOUN
ajlm-2953	147	57	)	)	PUNCT
ajlm-2953	147	58	and	and	CCONJ
ajlm-2953	147	59	hiv-1	hiv-1	ADJ
ajlm-2953	147	60	-	-	PUNCT
ajlm-2953	147	61	negative	negative	ADJ
ajlm-2953	147	62	plasma	plasma	NOUN
ajlm-2953	147	63	samples	sample	NOUN
ajlm-2953	147	64	across	across	ADP
ajlm-2953	147	65	multiple	multiple	ADJ
ajlm-2953	147	66	runs	run	NOUN
ajlm-2953	147	67	.	.	PUNCT
ajlm-2953	148	1	of	of	ADP
ajlm-2953	148	2	720	720	NUM
ajlm-2953	148	3	negative	negative	ADJ
ajlm-2953	148	4	replicates	replicate	NOUN
ajlm-2953	148	5	,	,	PUNCT
ajlm-2953	148	6	one	one	NUM
ajlm-2953	148	7	tested	test	VERB
ajlm-2953	148	8	positive	positive	ADJ
ajlm-2953	148	9	,	,	PUNCT
ajlm-2953	148	10	yielding	yield	VERB
ajlm-2953	148	11	an	an	DET
ajlm-2953	148	12	overall	overall	ADJ
ajlm-2953	148	13	carryover	carryover	NOUN
ajlm-2953	148	14	rate	rate	NOUN
ajlm-2953	148	15	of	of	ADP
ajlm-2953	148	16	0.1	0.1	NUM
ajlm-2953	148	17	%	%	NOUN
ajlm-2953	148	18	(	(	PUNCT
ajlm-2953	148	19	95	95	NUM
ajlm-2953	148	20	%	%	NOUN
ajlm-2953	148	21	confidence	confidence	NOUN
ajlm-2953	148	22	interval	interval	NOUN
ajlm-2953	148	23	:	:	PUNCT
ajlm-2953	148	24	0.0	0.0	NUM
ajlm-2953	148	25	%	%	NOUN
ajlm-2953	148	26	–	–	PUNCT
ajlm-2953	148	27	0.8	0.8	NUM
ajlm-2953	148	28	%	%	NOUN
ajlm-2953	148	29	)	)	PUNCT
ajlm-2953	148	30	.	.	PUNCT
ajlm-2953	149	1	this	this	PRON
ajlm-2953	149	2	might	might	AUX
ajlm-2953	149	3	explain	explain	VERB
ajlm-2953	149	4	why	why	SCONJ
ajlm-2953	149	5	,	,	PUNCT
ajlm-2953	149	6	despite	despite	SCONJ
ajlm-2953	149	7	having	have	VERB
ajlm-2953	149	8	contamination	contamination	NOUN
ajlm-2953	149	9	issues	issue	NOUN
ajlm-2953	149	10	during	during	ADP
ajlm-2953	149	11	this	this	DET
ajlm-2953	149	12	period	period	NOUN
ajlm-2953	149	13	,	,	PUNCT
ajlm-2953	149	14	the	the	DET
ajlm-2953	149	15	hiv	hiv	PROPN
ajlm-2953	149	16	vl	vl	PROPN
ajlm-2953	149	17	proportions	proportion	NOUN
ajlm-2953	149	18	remained	remain	VERB
ajlm-2953	149	19	mostly	mostly	ADV
ajlm-2953	149	20	unaffected	unaffected	ADJ
ajlm-2953	149	21	during	during	ADP
ajlm-2953	149	22	november	november	PROPN
ajlm-2953	149	23	2024	2024	NUM
ajlm-2953	149	24	and	and	CCONJ
ajlm-2953	149	25	december	december	PROPN
ajlm-2953	149	26	2024	2024	NUM
ajlm-2953	149	27	.	.	PUNCT
ajlm-2953	150	1	for	for	ADP
ajlm-2953	150	2	reference	reference	NOUN
ajlm-2953	150	3	purposes	purpose	NOUN
ajlm-2953	150	4	,	,	PUNCT
ajlm-2953	150	5	an	an	DET
ajlm-2953	150	6	unrelated	unrelated	ADJ
ajlm-2953	150	7	contamination	contamination	NOUN
ajlm-2953	150	8	event	event	NOUN
ajlm-2953	150	9	,	,	PUNCT
ajlm-2953	150	10	which	which	PRON
ajlm-2953	150	11	occurred	occur	VERB
ajlm-2953	150	12	at	at	ADP
ajlm-2953	150	13	gsh	gsh	PROPN
ajlm-2953	150	14	laboratory	laboratory	NOUN
ajlm-2953	150	15	in	in	ADP
ajlm-2953	150	16	2025	2025	NUM
ajlm-2953	150	17	,	,	PUNCT
ajlm-2953	150	18	where	where	SCONJ
ajlm-2953	150	19	leakage	leakage	NOUN
ajlm-2953	150	20	of	of	ADP
ajlm-2953	150	21	amplicons	amplicon	NOUN
ajlm-2953	150	22	from	from	ADP
ajlm-2953	150	23	an	an	DET
ajlm-2953	150	24	uncapped	uncapped	ADJ
ajlm-2953	150	25	reaction	reaction	NOUN
ajlm-2953	150	26	vessel	vessel	NOUN
ajlm-2953	150	27	led	lead	VERB
ajlm-2953	150	28	to	to	ADP
ajlm-2953	150	29	a	a	DET
ajlm-2953	150	30	significant	significant	ADJ
ajlm-2953	150	31	decline	decline	NOUN
ajlm-2953	150	32	in	in	ADP
ajlm-2953	150	33	the	the	DET
ajlm-2953	150	34	ldl	ldl	NOUN
ajlm-2953	150	35	vl	vl	NOUN
ajlm-2953	150	36	results	result	NOUN
ajlm-2953	150	37	,	,	PUNCT
ajlm-2953	150	38	is	be	AUX
ajlm-2953	150	39	mentioned	mention	VERB
ajlm-2953	150	40	in	in	ADP
ajlm-2953	150	41	online	online	ADJ
ajlm-2953	150	42	supplementary	supplementary	ADJ
ajlm-2953	150	43	text	text	NOUN
ajlm-2953	150	44	1	1	NUM
ajlm-2953	150	45	.	.	PUNCT
ajlm-2953	151	1	up	up	ADP
ajlm-2953	151	2	to	to	ADP
ajlm-2953	151	3	this	this	DET
ajlm-2953	151	4	point	point	NOUN
ajlm-2953	151	5	,	,	PUNCT
ajlm-2953	151	6	our	our	PRON
ajlm-2953	151	7	findings	finding	NOUN
ajlm-2953	151	8	indicate	indicate	VERB
ajlm-2953	151	9	that	that	SCONJ
ajlm-2953	151	10	the	the	DET
ajlm-2953	151	11	rise	rise	NOUN
ajlm-2953	151	12	in	in	ADP
ajlm-2953	151	13	llv	llv	PROPN
ajlm-2953	151	14	results	result	NOUN
ajlm-2953	151	15	observed	observe	VERB
ajlm-2953	151	16	at	at	ADP
ajlm-2953	151	17	gsh	gsh	PROPN
ajlm-2953	151	18	was	be	AUX
ajlm-2953	151	19	driven	drive	VERB
ajlm-2953	151	20	primarily	primarily	ADV
ajlm-2953	151	21	by	by	ADP
ajlm-2953	151	22	an	an	DET
ajlm-2953	151	23	increase	increase	NOUN
ajlm-2953	151	24	in	in	ADP
ajlm-2953	151	25	referred	refer	VERB
ajlm-2953	151	26	specimens	specimen	NOUN
ajlm-2953	151	27	from	from	ADP
ajlm-2953	151	28	limpopo	limpopo	PROPN
ajlm-2953	151	29	,	,	PUNCT
ajlm-2953	151	30	which	which	PRON
ajlm-2953	151	31	exhibited	exhibit	VERB
ajlm-2953	151	32	a	a	DET
ajlm-2953	151	33	distinct	distinct	ADJ
ajlm-2953	151	34	hiv	hiv	PROPN
ajlm-2953	151	35	viral	viral	ADJ
ajlm-2953	151	36	load	load	NOUN
ajlm-2953	151	37	distribution	distribution	NOUN
ajlm-2953	151	38	compared	compare	VERB
ajlm-2953	151	39	to	to	ADP
ajlm-2953	151	40	specimens	specimen	NOUN
ajlm-2953	151	41	from	from	ADP
ajlm-2953	151	42	the	the	DET
ajlm-2953	151	43	laboratory	laboratory	NOUN
ajlm-2953	151	44	’s	’s	PART
ajlm-2953	151	45	usual	usual	ADJ
ajlm-2953	151	46	catchment	catchment	NOUN
ajlm-2953	151	47	areas	area	NOUN
ajlm-2953	151	48	.	.	PUNCT
ajlm-2953	152	1	this	this	DET
ajlm-2953	152	2	provincial	provincial	ADJ
ajlm-2953	152	3	variation	variation	NOUN
ajlm-2953	152	4	in	in	ADP
ajlm-2953	152	5	hiv	hiv	PROPN
ajlm-2953	152	6	vl	vl	PROPN
ajlm-2953	152	7	distribution	distribution	NOUN
ajlm-2953	152	8	appears	appear	VERB
ajlm-2953	152	9	to	to	PART
ajlm-2953	152	10	be	be	AUX
ajlm-2953	152	11	specific	specific	ADJ
ajlm-2953	152	12	to	to	ADP
ajlm-2953	152	13	region	region	NOUN
ajlm-2953	152	14	and	and	CCONJ
ajlm-2953	152	15	did	do	AUX
ajlm-2953	152	16	not	not	PART
ajlm-2953	152	17	correlate	correlate	VERB
ajlm-2953	152	18	with	with	ADP
ajlm-2953	152	19	pre	pre	ADJ
ajlm-2953	152	20	-	-	ADJ
ajlm-2953	152	21	analytical	analytical	ADJ
ajlm-2953	152	22	factors	factor	NOUN
ajlm-2953	152	23	such	such	ADJ
ajlm-2953	152	24	as	as	ADP
ajlm-2953	152	25	extended	extend	VERB
ajlm-2953	152	26	transit	transit	NOUN
ajlm-2953	152	27	times	time	NOUN
ajlm-2953	152	28	or	or	CCONJ
ajlm-2953	152	29	compromised	compromise	VERB
ajlm-2953	152	30	sample	sample	NOUN
ajlm-2953	152	31	integrity	integrity	NOUN
ajlm-2953	152	32	as	as	SCONJ
ajlm-2953	152	33	assumed	assume	VERB
ajlm-2953	152	34	previously	previously	ADV
ajlm-2953	152	35	.	.	PUNCT
ajlm-2953	153	1	to	to	PART
ajlm-2953	153	2	explore	explore	VERB
ajlm-2953	153	3	potential	potential	ADJ
ajlm-2953	153	4	reasons	reason	NOUN
ajlm-2953	153	5	for	for	ADP
ajlm-2953	153	6	these	these	DET
ajlm-2953	153	7	inter	inter	ADJ
ajlm-2953	153	8	-	-	ADJ
ajlm-2953	153	9	provincial	provincial	ADJ
ajlm-2953	153	10	differences	difference	NOUN
ajlm-2953	153	11	,	,	PUNCT
ajlm-2953	153	12	the	the	DET
ajlm-2953	153	13	study	study	NOUN
ajlm-2953	153	14	was	be	AUX
ajlm-2953	153	15	extended	extend	VERB
ajlm-2953	153	16	to	to	PART
ajlm-2953	153	17	examine	examine	VERB
ajlm-2953	153	18	broader	broad	ADJ
ajlm-2953	153	19	population	population	NOUN
ajlm-2953	153	20	-	-	PUNCT
ajlm-2953	153	21	level	level	NOUN
ajlm-2953	153	22	programme	programme	NOUN
ajlm-2953	153	23	indicators	indicator	NOUN
ajlm-2953	153	24	,	,	PUNCT
ajlm-2953	153	25	including	include	VERB
ajlm-2953	153	26	hiv	hiv	PROPN
ajlm-2953	153	27	prevalence	prevalence	NOUN
ajlm-2953	153	28	,	,	PUNCT
ajlm-2953	153	29	art	art	NOUN
ajlm-2953	153	30	coverage	coverage	NOUN
ajlm-2953	153	31	and	and	CCONJ
ajlm-2953	153	32	adherence	adherence	NOUN
ajlm-2953	153	33	to	to	ADP
ajlm-2953	153	34	treatment	treatment	NOUN
ajlm-2953	153	35	.	.	PUNCT
ajlm-2953	154	1	population	population	NOUN
ajlm-2953	154	2	-	-	PUNCT
ajlm-2953	154	3	level	level	NOUN
ajlm-2953	154	4	programme	programme	NOUN
ajlm-2953	154	5	factors	factor	NOUN
ajlm-2953	154	6	comparing	compare	VERB
ajlm-2953	154	7	limpopo	limpopo	PROPN
ajlm-2953	154	8	and	and	CCONJ
ajlm-2953	154	9	western	western	ADJ
ajlm-2953	154	10	cape	cape	NOUN
ajlm-2953	154	11	provinces	province	NOUN
ajlm-2953	154	12	reveals	reveal	VERB
ajlm-2953	154	13	marked	mark	VERB
ajlm-2953	154	14	differences	difference	NOUN
ajlm-2953	154	15	in	in	ADP
ajlm-2953	154	16	vl	vl	ADJ
ajlm-2953	154	17	distribution	distribution	NOUN
ajlm-2953	154	18	,	,	PUNCT
ajlm-2953	154	19	despite	despite	SCONJ
ajlm-2953	154	20	similar	similar	ADJ
ajlm-2953	154	21	hiv	hiv	PROPN
ajlm-2953	154	22	prevalence	prevalence	NOUN
ajlm-2953	154	23	and	and	CCONJ
ajlm-2953	154	24	art	art	NOUN
ajlm-2953	154	25	coverage	coverage	NOUN
ajlm-2953	154	26	(	(	PUNCT
ajlm-2953	154	27	about	about	ADV
ajlm-2953	154	28	72	72	NUM
ajlm-2953	154	29	%	%	NOUN
ajlm-2953	154	30	–	–	PUNCT
ajlm-2953	154	31	74	74	NUM
ajlm-2953	154	32	%	%	NOUN
ajlm-2953	154	33	)	)	PUNCT
ajlm-2953	154	34	.	.	PUNCT
ajlm-2953	155	1	in	in	ADP
ajlm-2953	155	2	limpopo	limpopo	PROPN
ajlm-2953	155	3	,	,	PUNCT
ajlm-2953	155	4	about	about	ADV
ajlm-2953	155	5	20	20	NUM
ajlm-2953	155	6	%	%	NOUN
ajlm-2953	155	7	of	of	ADP
ajlm-2953	155	8	vl	vl	PROPN
ajlm-2953	155	9	results	result	NOUN
ajlm-2953	155	10	fall	fall	VERB
ajlm-2953	155	11	within	within	ADP
ajlm-2953	155	12	the	the	DET
ajlm-2953	155	13	llv	llv	NOUN
ajlm-2953	155	14	ranges	range	NOUN
ajlm-2953	155	15	(	(	PUNCT
ajlm-2953	155	16	50–200	50–200	NOUN
ajlm-2953	155	17	copies	copy	NOUN
ajlm-2953	155	18	/	/	SYM
ajlm-2953	155	19	ml	ml	NOUN
ajlm-2953	155	20	and	and	CCONJ
ajlm-2953	155	21	200–1000	200–1000	NUM
ajlm-2953	155	22	copies	copy	NOUN
ajlm-2953	155	23	/	/	SYM
ajlm-2953	155	24	ml	ml	NOUN
ajlm-2953	155	25	)	)	PUNCT
ajlm-2953	155	26	,	,	PUNCT
ajlm-2953	155	27	with	with	ADP
ajlm-2953	155	28	70	70	NUM
ajlm-2953	155	29	%	%	NOUN
ajlm-2953	155	30	suppressed	suppress	VERB
ajlm-2953	155	31	below	below	ADP
ajlm-2953	155	32	50	50	NUM
ajlm-2953	155	33	copies	copy	NOUN
ajlm-2953	155	34	/	/	SYM
ajlm-2953	155	35	ml	ml	PROPN
ajlm-2953	155	36	(	(	PUNCT
ajlm-2953	155	37	including	include	VERB
ajlm-2953	155	38	ldl	ldl	NOUN
ajlm-2953	155	39	)	)	PUNCT
ajlm-2953	155	40	.	.	PUNCT
ajlm-2953	156	1	in	in	ADP
ajlm-2953	156	2	contrast	contrast	NOUN
ajlm-2953	156	3	,	,	PUNCT
ajlm-2953	156	4	western	western	ADJ
ajlm-2953	156	5	cape	cape	NOUN
ajlm-2953	156	6	reports	report	VERB
ajlm-2953	156	7	about	about	ADV
ajlm-2953	156	8	13	13	NUM
ajlm-2953	156	9	%	%	NOUN
ajlm-2953	156	10	llv	llv	NOUN
ajlm-2953	156	11	and	and	CCONJ
ajlm-2953	156	12	81	81	NUM
ajlm-2953	156	13	%	%	NOUN
ajlm-2953	156	14	suppression	suppression	NOUN
ajlm-2953	156	15	below	below	ADP
ajlm-2953	156	16	50	50	NUM
ajlm-2953	156	17	copies	copy	NOUN
ajlm-2953	156	18	/	/	SYM
ajlm-2953	156	19	ml	ml	PROPN
ajlm-2953	156	20	(	(	PUNCT
ajlm-2953	156	21	including	include	VERB
ajlm-2953	156	22	ldl	ldl	NOUN
ajlm-2953	156	23	)	)	PUNCT
ajlm-2953	156	24	.	.	PUNCT
ajlm-2953	157	1	table	table	NOUN
ajlm-2953	157	2	1	1	NUM
ajlm-2953	157	3	highlights	highlight	NOUN
ajlm-2953	157	4	that	that	PRON
ajlm-2953	157	5	higher	high	ADJ
ajlm-2953	157	6	initial	initial	NOUN
ajlm-2953	157	7	vl	vl	PROPN
ajlm-2953	157	8	predicts	predict	VERB
ajlm-2953	157	9	a	a	DET
ajlm-2953	157	10	lower	low	ADJ
ajlm-2953	157	11	likelihood	likelihood	NOUN
ajlm-2953	157	12	of	of	ADP
ajlm-2953	157	13	suppression	suppression	NOUN
ajlm-2953	157	14	on	on	ADP
ajlm-2953	157	15	follow	follow	NOUN
ajlm-2953	157	16	-	-	PUNCT
ajlm-2953	157	17	up	up	NOUN
ajlm-2953	157	18	,	,	PUNCT
ajlm-2953	157	19	consistent	consistent	ADJ
ajlm-2953	157	20	with	with	ADP
ajlm-2953	157	21	studies	study	NOUN
ajlm-2953	157	22	linking	link	VERB
ajlm-2953	157	23	persistent	persistent	ADJ
ajlm-2953	157	24	llv	llv	PROPN
ajlm-2953	157	25	to	to	ADP
ajlm-2953	157	26	virological	virological	ADJ
ajlm-2953	157	27	failure	failure	NOUN
ajlm-2953	157	28	and	and	CCONJ
ajlm-2953	157	29	drug	drug	NOUN
ajlm-2953	157	30	resistance.16,17,18,19	resistance.16,17,18,19	PROPN
ajlm-2953	157	31	these	these	DET
ajlm-2953	157	32	findings	finding	NOUN
ajlm-2953	157	33	raise	raise	VERB
ajlm-2953	157	34	questions	question	NOUN
ajlm-2953	157	35	about	about	ADP
ajlm-2953	157	36	the	the	DET
ajlm-2953	157	37	adequacy	adequacy	NOUN
ajlm-2953	157	38	of	of	ADP
ajlm-2953	157	39	the	the	DET
ajlm-2953	157	40	current	current	ADJ
ajlm-2953	157	41	virological	virological	ADJ
ajlm-2953	157	42	failure	failure	NOUN
ajlm-2953	157	43	threshold	threshold	NOUN
ajlm-2953	157	44	of	of	ADP
ajlm-2953	157	45	>	>	X
ajlm-2953	157	46	1000	1000	NUM
ajlm-2953	157	47	copies	copy	NOUN
ajlm-2953	157	48	/	/	SYM
ajlm-2953	157	49	ml	ml	NOUN
ajlm-2953	157	50	,	,	PUNCT
ajlm-2953	157	51	which	which	PRON
ajlm-2953	157	52	was	be	AUX
ajlm-2953	157	53	established	establish	VERB
ajlm-2953	157	54	by	by	ADP
ajlm-2953	157	55	the	the	DET
ajlm-2953	157	56	world	world	PROPN
ajlm-2953	157	57	health	health	NOUN
ajlm-2953	157	58	organization	organization	NOUN
ajlm-2953	157	59	for	for	ADP
ajlm-2953	157	60	dried	dry	VERB
ajlm-2953	157	61	blood	blood	NOUN
ajlm-2953	157	62	spot	spot	NOUN
ajlm-2953	157	63	testing	testing	NOUN
ajlm-2953	157	64	in	in	ADP
ajlm-2953	157	65	decentralised	decentralise	VERB
ajlm-2953	157	66	settings.20	settings.20	NOUN
ajlm-2953	157	67	lowering	lower	VERB
ajlm-2953	157	68	it	it	PRON
ajlm-2953	157	69	to	to	ADP
ajlm-2953	157	70	400	400	NUM
ajlm-2953	157	71	copies	copy	NOUN
ajlm-2953	157	72	/	/	SYM
ajlm-2953	157	73	ml	ml	PUNCT
ajlm-2953	157	74	could	could	AUX
ajlm-2953	157	75	allow	allow	VERB
ajlm-2953	157	76	earlier	early	ADJ
ajlm-2953	157	77	detection	detection	NOUN
ajlm-2953	157	78	of	of	ADP
ajlm-2953	157	79	treatment	treatment	NOUN
ajlm-2953	157	80	failure	failure	NOUN
ajlm-2953	157	81	,	,	PUNCT
ajlm-2953	157	82	reduce	reduce	VERB
ajlm-2953	157	83	transmission	transmission	NOUN
ajlm-2953	157	84	risk	risk	NOUN
ajlm-2953	157	85	and	and	CCONJ
ajlm-2953	157	86	accommodate	accommodate	VERB
ajlm-2953	157	87	for	for	ADP
ajlm-2953	157	88	viral	viral	ADJ
ajlm-2953	157	89	blips	blip	NOUN
ajlm-2953	157	90	,	,	PUNCT
ajlm-2953	157	91	while	while	SCONJ
ajlm-2953	157	92	enabling	enable	VERB
ajlm-2953	157	93	resistance	resistance	NOUN
ajlm-2953	157	94	testing	testing	NOUN
ajlm-2953	157	95	when	when	SCONJ
ajlm-2953	157	96	needed	need	VERB
ajlm-2953	157	97	.	.	PUNCT
ajlm-2953	158	1	follow	follow	VERB
ajlm-2953	158	2	-	-	PUNCT
ajlm-2953	158	3	up	up	ADP
ajlm-2953	158	4	rates	rate	NOUN
ajlm-2953	158	5	among	among	ADP
ajlm-2953	158	6	unsuppressed	unsuppressed	ADJ
ajlm-2953	158	7	patients	patient	NOUN
ajlm-2953	158	8	are	be	AUX
ajlm-2953	158	9	suboptimal	suboptimal	ADJ
ajlm-2953	158	10	in	in	ADP
ajlm-2953	158	11	both	both	DET
ajlm-2953	158	12	provinces—50.12	provinces—50.12	NUM
ajlm-2953	158	13	%	%	NOUN
ajlm-2953	158	14	in	in	ADP
ajlm-2953	158	15	limpopo	limpopo	PROPN
ajlm-2953	158	16	and	and	CCONJ
ajlm-2953	158	17	54.71	54.71	NUM
ajlm-2953	158	18	%	%	NOUN
ajlm-2953	158	19	in	in	ADP
ajlm-2953	158	20	western	western	ADJ
ajlm-2953	158	21	cape	cape	NOUN
ajlm-2953	158	22	.	.	PUNCT
ajlm-2953	159	1	interestingly	interestingly	ADV
ajlm-2953	159	2	,	,	PUNCT
ajlm-2953	159	3	the	the	DET
ajlm-2953	159	4	vl	vl	PROPN
ajlm-2953	159	5	>	>	SYM
ajlm-2953	159	6	1000	1000	NUM
ajlm-2953	159	7	category	category	NOUN
ajlm-2953	159	8	shows	show	VERB
ajlm-2953	159	9	the	the	DET
ajlm-2953	159	10	highest	high	ADJ
ajlm-2953	159	11	follow	follow	NOUN
ajlm-2953	159	12	-	-	PUNCT
ajlm-2953	159	13	up	up	NOUN
ajlm-2953	159	14	rate	rate	NOUN
ajlm-2953	159	15	and	and	CCONJ
ajlm-2953	159	16	the	the	DET
ajlm-2953	159	17	shortest	short	ADJ
ajlm-2953	159	18	time	time	NOUN
ajlm-2953	159	19	to	to	PART
ajlm-2953	159	20	follow	follow	VERB
ajlm-2953	159	21	-	-	PUNCT
ajlm-2953	159	22	up	up	NOUN
ajlm-2953	159	23	,	,	PUNCT
ajlm-2953	159	24	yet	yet	CCONJ
ajlm-2953	159	25	it	it	PRON
ajlm-2953	159	26	also	also	ADV
ajlm-2953	159	27	had	have	VERB
ajlm-2953	159	28	the	the	DET
ajlm-2953	159	29	lowest	low	ADJ
ajlm-2953	159	30	rate	rate	NOUN
ajlm-2953	159	31	of	of	ADP
ajlm-2953	159	32	virological	virological	ADJ
ajlm-2953	159	33	suppression	suppression	NOUN
ajlm-2953	159	34	.	.	PUNCT
ajlm-2953	160	1	observing	observe	VERB
ajlm-2953	160	2	the	the	DET
ajlm-2953	160	3	general	general	ADJ
ajlm-2953	160	4	trend	trend	NOUN
ajlm-2953	160	5	,	,	PUNCT
ajlm-2953	160	6	western	western	ADJ
ajlm-2953	160	7	cape	cape	NOUN
ajlm-2953	160	8	province	province	NOUN
ajlm-2953	160	9	has	have	VERB
ajlm-2953	160	10	higher	high	ADJ
ajlm-2953	160	11	follow	follow	NOUN
ajlm-2953	160	12	-	-	PUNCT
ajlm-2953	160	13	up	up	NOUN
ajlm-2953	160	14	and	and	CCONJ
ajlm-2953	160	15	suppression	suppression	NOUN
ajlm-2953	160	16	rates	rate	NOUN
ajlm-2953	160	17	,	,	PUNCT
ajlm-2953	160	18	alongside	alongside	ADP
ajlm-2953	160	19	lower	low	ADJ
ajlm-2953	160	20	llv	llv	PROPN
ajlm-2953	160	21	proportions	proportion	NOUN
ajlm-2953	160	22	on	on	ADP
ajlm-2953	160	23	follow	follow	VERB
ajlm-2953	160	24	-	-	PUNCT
ajlm-2953	160	25	up	up	NOUN
ajlm-2953	160	26	(	(	PUNCT
ajlm-2953	160	27	table	table	NOUN
ajlm-2953	160	28	1	1	NUM
ajlm-2953	160	29	)	)	PUNCT
ajlm-2953	160	30	,	,	PUNCT
ajlm-2953	160	31	suggesting	suggest	VERB
ajlm-2953	160	32	that	that	SCONJ
ajlm-2953	160	33	adherence	adherence	NOUN
ajlm-2953	160	34	challenges	challenge	NOUN
ajlm-2953	160	35	can	can	AUX
ajlm-2953	160	36	,	,	PUNCT
ajlm-2953	160	37	at	at	ADP
ajlm-2953	160	38	least	least	ADJ
ajlm-2953	160	39	in	in	ADP
ajlm-2953	160	40	part	part	NOUN
ajlm-2953	160	41	,	,	PUNCT
ajlm-2953	160	42	explain	explain	VERB
ajlm-2953	160	43	the	the	DET
ajlm-2953	160	44	differences	difference	NOUN
ajlm-2953	160	45	observed	observe	VERB
ajlm-2953	160	46	in	in	ADP
ajlm-2953	160	47	vl	vl	PROPN
ajlm-2953	160	48	result	result	NOUN
ajlm-2953	160	49	distributions	distribution	NOUN
ajlm-2953	160	50	between	between	ADP
ajlm-2953	160	51	the	the	DET
ajlm-2953	160	52	two	two	NUM
ajlm-2953	160	53	provinces	province	NOUN
ajlm-2953	160	54	.	.	PUNCT
ajlm-2953	161	1	barriers	barrier	NOUN
ajlm-2953	161	2	to	to	ADP
ajlm-2953	161	3	art	art	NOUN
ajlm-2953	161	4	adherence	adherence	NOUN
ajlm-2953	161	5	are	be	AUX
ajlm-2953	161	6	multifactorial	multifactorial	ADJ
ajlm-2953	161	7	,	,	PUNCT
ajlm-2953	161	8	including	include	VERB
ajlm-2953	161	9	side	side	NOUN
ajlm-2953	161	10	effects	effect	NOUN
ajlm-2953	161	11	,	,	PUNCT
ajlm-2953	161	12	nondisclosure	nondisclosure	NOUN
ajlm-2953	161	13	,	,	PUNCT
ajlm-2953	161	14	and	and	CCONJ
ajlm-2953	161	15	stigma.21,22	stigma.21,22	NOUN
ajlm-2953	161	16	structural	structural	ADJ
ajlm-2953	161	17	and	and	CCONJ
ajlm-2953	161	18	socioeconomic	socioeconomic	ADJ
ajlm-2953	161	19	factors	factor	NOUN
ajlm-2953	161	20	,	,	PUNCT
ajlm-2953	161	21	such	such	ADJ
ajlm-2953	161	22	as	as	ADP
ajlm-2953	161	23	limited	limited	ADJ
ajlm-2953	161	24	healthcare	healthcare	NOUN
ajlm-2953	161	25	access	access	NOUN
ajlm-2953	161	26	and	and	CCONJ
ajlm-2953	161	27	long	long	ADJ
ajlm-2953	161	28	travel	travel	NOUN
ajlm-2953	161	29	distances	distance	NOUN
ajlm-2953	161	30	,	,	PUNCT
ajlm-2953	161	31	are	be	AUX
ajlm-2953	161	32	especially	especially	ADV
ajlm-2953	161	33	severe	severe	ADJ
ajlm-2953	161	34	in	in	ADP
ajlm-2953	161	35	provinces	province	NOUN
ajlm-2953	161	36	such	such	ADJ
ajlm-2953	161	37	as	as	ADP
ajlm-2953	161	38	limpopo	limpopo	PROPN
ajlm-2953	161	39	.	.	PUNCT
ajlm-2953	162	1	these	these	DET
ajlm-2953	162	2	systemic	systemic	ADJ
ajlm-2953	162	3	inequities	inequity	NOUN
ajlm-2953	162	4	affect	affect	VERB
ajlm-2953	162	5	rural	rural	ADJ
ajlm-2953	162	6	and	and	CCONJ
ajlm-2953	162	7	under	under	ADV
ajlm-2953	162	8	-	-	PUNCT
ajlm-2953	162	9	resourced	resource	VERB
ajlm-2953	162	10	communities	community	NOUN
ajlm-2953	162	11	disproportionately	disproportionately	ADV
ajlm-2953	162	12	,	,	PUNCT
ajlm-2953	162	13	necessitating	necessitate	VERB
ajlm-2953	162	14	targeted	target	VERB
ajlm-2953	162	15	interventions	intervention	NOUN
ajlm-2953	162	16	.	.	PUNCT
ajlm-2953	163	1	limitations	limitation	NOUN
ajlm-2953	163	2	information	information	NOUN
ajlm-2953	163	3	regarding	regard	VERB
ajlm-2953	163	4	disruptions	disruption	NOUN
ajlm-2953	163	5	to	to	ADP
ajlm-2953	163	6	services	service	NOUN
ajlm-2953	163	7	,	,	PUNCT
ajlm-2953	163	8	such	such	ADJ
ajlm-2953	163	9	as	as	ADP
ajlm-2953	163	10	art	art	NOUN
ajlm-2953	163	11	access	access	NOUN
ajlm-2953	163	12	,	,	PUNCT
ajlm-2953	163	13	or	or	CCONJ
ajlm-2953	163	14	other	other	ADJ
ajlm-2953	163	15	epidemiological	epidemiological	ADJ
ajlm-2953	163	16	factors	factor	NOUN
ajlm-2953	163	17	that	that	PRON
ajlm-2953	163	18	could	could	AUX
ajlm-2953	163	19	have	have	AUX
ajlm-2953	163	20	influenced	influence	VERB
ajlm-2953	163	21	hiv	hiv	PROPN
ajlm-2953	163	22	vl	vl	PROPN
ajlm-2953	163	23	results	result	NOUN
ajlm-2953	163	24	during	during	ADP
ajlm-2953	163	25	the	the	DET
ajlm-2953	163	26	study	study	NOUN
ajlm-2953	163	27	period	period	NOUN
ajlm-2953	163	28	is	be	AUX
ajlm-2953	163	29	uncertain	uncertain	ADJ
ajlm-2953	163	30	.	.	PUNCT
ajlm-2953	164	1	the	the	DET
ajlm-2953	164	2	exact	exact	ADJ
ajlm-2953	164	3	pre	pre	ADJ
ajlm-2953	164	4	-	-	ADJ
ajlm-2953	164	5	analytical	analytical	ADJ
ajlm-2953	164	6	handling	handling	NOUN
ajlm-2953	164	7	of	of	ADP
ajlm-2953	164	8	specimens	specimen	NOUN
ajlm-2953	164	9	in	in	ADP
ajlm-2953	164	10	limpopo	limpopo	PROPN
ajlm-2953	164	11	is	be	AUX
ajlm-2953	164	12	also	also	ADV
ajlm-2953	164	13	unclear	unclear	ADJ
ajlm-2953	164	14	,	,	PUNCT
ajlm-2953	164	15	including	include	VERB
ajlm-2953	164	16	whether	whether	SCONJ
ajlm-2953	164	17	samples	sample	NOUN
ajlm-2953	164	18	were	be	AUX
ajlm-2953	164	19	centrifuged	centrifuge	VERB
ajlm-2953	164	20	upon	upon	SCONJ
ajlm-2953	164	21	arrival	arrival	NOUN
ajlm-2953	164	22	or	or	CCONJ
ajlm-2953	164	23	only	only	ADV
ajlm-2953	164	24	just	just	ADV
ajlm-2953	164	25	prior	prior	ADV
ajlm-2953	164	26	to	to	ADP
ajlm-2953	164	27	processing	process	VERB
ajlm-2953	164	28	on	on	ADP
ajlm-2953	164	29	the	the	DET
ajlm-2953	164	30	alinity	alinity	NOUN
ajlm-2953	164	31	m	m	NOUN
ajlm-2953	164	32	platform	platform	NOUN
ajlm-2953	164	33	.	.	PUNCT
ajlm-2953	165	1	in	in	ADP
ajlm-2953	165	2	addition	addition	NOUN
ajlm-2953	165	3	,	,	PUNCT
ajlm-2953	165	4	details	detail	NOUN
ajlm-2953	165	5	about	about	ADP
ajlm-2953	165	6	specimen	speciman	NOUN
ajlm-2953	165	7	transport	transport	NOUN
ajlm-2953	165	8	conditions	condition	NOUN
ajlm-2953	165	9	are	be	AUX
ajlm-2953	165	10	lacking	lack	VERB
ajlm-2953	165	11	,	,	PUNCT
ajlm-2953	165	12	particularly	particularly	ADV
ajlm-2953	165	13	as	as	SCONJ
ajlm-2953	165	14	temperature	temperature	NOUN
ajlm-2953	165	15	loggers	logger	NOUN
ajlm-2953	165	16	were	be	AUX
ajlm-2953	165	17	not	not	PART
ajlm-2953	165	18	used	use	VERB
ajlm-2953	165	19	.	.	PUNCT
ajlm-2953	166	1	regarding	regard	VERB
ajlm-2953	166	2	the	the	DET
ajlm-2953	166	3	python	python	NOUN
ajlm-2953	166	4	-	-	PUNCT
ajlm-2953	166	5	based	base	VERB
ajlm-2953	166	6	record	record	NOUN
ajlm-2953	166	7	linkage	linkage	NOUN
ajlm-2953	166	8	script	script	NOUN
ajlm-2953	166	9	,	,	PUNCT
ajlm-2953	166	10	the	the	DET
ajlm-2953	166	11	records	record	NOUN
ajlm-2953	166	12	were	be	AUX
ajlm-2953	166	13	first	first	ADV
ajlm-2953	166	14	pre	pre	ADJ
ajlm-2953	166	15	-	-	VERB
ajlm-2953	166	16	clustered	clustered	ADJ
ajlm-2953	166	17	according	accord	VERB
ajlm-2953	166	18	to	to	ADP
ajlm-2953	166	19	the	the	DET
ajlm-2953	166	20	first	first	ADJ
ajlm-2953	166	21	letter	letter	NOUN
ajlm-2953	166	22	of	of	ADP
ajlm-2953	166	23	the	the	DET
ajlm-2953	166	24	patient	patient	ADJ
ajlm-2953	166	25	surname	surname	NOUN
ajlm-2953	166	26	before	before	SCONJ
ajlm-2953	166	27	any	any	DET
ajlm-2953	166	28	pairwise	pairwise	NOUN
ajlm-2953	166	29	comparisons	comparison	NOUN
ajlm-2953	166	30	were	be	AUX
ajlm-2953	166	31	done	do	VERB
ajlm-2953	166	32	to	to	PART
ajlm-2953	166	33	match	match	VERB
ajlm-2953	166	34	similar	similar	ADJ
ajlm-2953	166	35	records	record	NOUN
ajlm-2953	166	36	.	.	PUNCT
ajlm-2953	167	1	as	as	SCONJ
ajlm-2953	167	2	records	record	NOUN
ajlm-2953	167	3	in	in	ADP
ajlm-2953	167	4	different	different	ADJ
ajlm-2953	167	5	clusters	cluster	NOUN
ajlm-2953	167	6	are	be	AUX
ajlm-2953	167	7	never	never	ADV
ajlm-2953	167	8	compared	compare	VERB
ajlm-2953	167	9	against	against	ADP
ajlm-2953	167	10	each	each	DET
ajlm-2953	167	11	other	other	ADJ
ajlm-2953	167	12	,	,	PUNCT
ajlm-2953	167	13	patients	patient	NOUN
ajlm-2953	167	14	with	with	ADP
ajlm-2953	167	15	typographical	typographical	ADJ
ajlm-2953	167	16	errors	error	NOUN
ajlm-2953	167	17	in	in	ADP
ajlm-2953	167	18	the	the	DET
ajlm-2953	167	19	first	first	ADJ
ajlm-2953	167	20	letter	letter	NOUN
ajlm-2953	167	21	of	of	ADP
ajlm-2953	167	22	their	their	PRON
ajlm-2953	167	23	surname	surname	NOUN
ajlm-2953	167	24	,	,	PUNCT
ajlm-2953	167	25	or	or	CCONJ
ajlm-2953	167	26	use	use	NOUN
ajlm-2953	167	27	of	of	ADP
ajlm-2953	167	28	a	a	DET
ajlm-2953	167	29	different	different	ADJ
ajlm-2953	167	30	surname	surname	NOUN
ajlm-2953	167	31	(	(	PUNCT
ajlm-2953	167	32	e.g.	e.g.	ADV
ajlm-2953	167	33	,	,	PUNCT
ajlm-2953	167	34	married	married	ADJ
ajlm-2953	167	35	women	woman	NOUN
ajlm-2953	167	36	)	)	PUNCT
ajlm-2953	167	37	or	or	CCONJ
ajlm-2953	167	38	instances	instance	NOUN
ajlm-2953	167	39	where	where	SCONJ
ajlm-2953	167	40	name	name	NOUN
ajlm-2953	167	41	and	and	CCONJ
ajlm-2953	167	42	surname	surname	NOUN
ajlm-2953	167	43	are	be	AUX
ajlm-2953	167	44	switched	switch	VERB
ajlm-2953	167	45	around	around	ADV
ajlm-2953	167	46	were	be	AUX
ajlm-2953	167	47	not	not	PART
ajlm-2953	167	48	linked	link	VERB
ajlm-2953	167	49	to	to	ADP
ajlm-2953	167	50	each	each	DET
ajlm-2953	167	51	other	other	ADJ
ajlm-2953	167	52	and	and	CCONJ
ajlm-2953	167	53	were	be	AUX
ajlm-2953	167	54	treated	treat	VERB
ajlm-2953	167	55	as	as	ADP
ajlm-2953	167	56	separate	separate	ADJ
ajlm-2953	167	57	patients	patient	NOUN
ajlm-2953	167	58	.	.	PUNCT
ajlm-2953	168	1	other	other	ADJ
ajlm-2953	168	2	relevant	relevant	ADJ
ajlm-2953	168	3	patient	patient	ADJ
ajlm-2953	168	4	clinical	clinical	ADJ
ajlm-2953	168	5	information	information	NOUN
ajlm-2953	168	6	,	,	PUNCT
ajlm-2953	168	7	such	such	ADJ
ajlm-2953	168	8	as	as	ADP
ajlm-2953	168	9	treatment	treatment	NOUN
ajlm-2953	168	10	interruption	interruption	NOUN
ajlm-2953	168	11	,	,	PUNCT
ajlm-2953	168	12	was	be	AUX
ajlm-2953	168	13	not	not	PART
ajlm-2953	168	14	available	available	ADJ
ajlm-2953	168	15	for	for	ADP
ajlm-2953	168	16	this	this	DET
ajlm-2953	168	17	study	study	NOUN
ajlm-2953	168	18	.	.	PUNCT
ajlm-2953	169	1	conclusion	conclusion	NOUN
ajlm-2953	169	2	this	this	DET
ajlm-2953	169	3	study	study	NOUN
ajlm-2953	169	4	highlights	highlight	VERB
ajlm-2953	169	5	the	the	DET
ajlm-2953	169	6	value	value	NOUN
ajlm-2953	169	7	of	of	ADP
ajlm-2953	169	8	routine	routine	ADJ
ajlm-2953	169	9	data	datum	NOUN
ajlm-2953	169	10	analysis	analysis	NOUN
ajlm-2953	169	11	in	in	ADP
ajlm-2953	169	12	high	high	ADJ
ajlm-2953	169	13	-	-	PUNCT
ajlm-2953	169	14	throughput	throughput	NOUN
ajlm-2953	169	15	laboratory	laboratory	NOUN
ajlm-2953	169	16	settings	setting	NOUN
ajlm-2953	169	17	,	,	PUNCT
ajlm-2953	169	18	where	where	SCONJ
ajlm-2953	169	19	hiv	hiv	PROPN
ajlm-2953	169	20	vl	vl	PROPN
ajlm-2953	169	21	results	result	NOUN
ajlm-2953	169	22	are	be	AUX
ajlm-2953	169	23	frequently	frequently	ADV
ajlm-2953	169	24	auto	auto	NOUN
ajlm-2953	169	25	-	-	PUNCT
ajlm-2953	169	26	released	release	VERB
ajlm-2953	169	27	without	without	ADP
ajlm-2953	169	28	direct	direct	ADJ
ajlm-2953	169	29	oversight	oversight	NOUN
ajlm-2953	169	30	by	by	ADP
ajlm-2953	169	31	a	a	DET
ajlm-2953	169	32	pathologist	pathologist	NOUN
ajlm-2953	169	33	.	.	PUNCT
ajlm-2953	170	1	aggregating	aggregate	VERB
ajlm-2953	170	2	vl	vl	PROPN
ajlm-2953	170	3	data	datum	NOUN
ajlm-2953	170	4	helps	help	VERB
ajlm-2953	170	5	to	to	PART
ajlm-2953	170	6	identify	identify	VERB
ajlm-2953	170	7	distribution	distribution	NOUN
ajlm-2953	170	8	trends	trend	NOUN
ajlm-2953	170	9	,	,	PUNCT
ajlm-2953	170	10	which	which	PRON
ajlm-2953	170	11	tend	tend	VERB
ajlm-2953	170	12	to	to	PART
ajlm-2953	170	13	remain	remain	VERB
ajlm-2953	170	14	relatively	relatively	ADV
ajlm-2953	170	15	consistent	consistent	ADJ
ajlm-2953	170	16	over	over	ADP
ajlm-2953	170	17	time	time	NOUN
ajlm-2953	170	18	.	.	PUNCT
ajlm-2953	171	1	establishing	establish	VERB
ajlm-2953	171	2	a	a	DET
ajlm-2953	171	3	baseline	baseline	NOUN
ajlm-2953	171	4	for	for	ADP
ajlm-2953	171	5	these	these	DET
ajlm-2953	171	6	patterns	pattern	NOUN
ajlm-2953	171	7	allows	allow	VERB
ajlm-2953	171	8	for	for	ADP
ajlm-2953	171	9	the	the	DET
ajlm-2953	171	10	early	early	ADJ
ajlm-2953	171	11	identification	identification	NOUN
ajlm-2953	171	12	of	of	ADP
ajlm-2953	171	13	anomalies	anomaly	NOUN
ajlm-2953	171	14	and	and	CCONJ
ajlm-2953	171	15	reduces	reduce	VERB
ajlm-2953	171	16	the	the	DET
ajlm-2953	171	17	risk	risk	NOUN
ajlm-2953	171	18	of	of	ADP
ajlm-2953	171	19	inaccurate	inaccurate	ADJ
ajlm-2953	171	20	results	result	NOUN
ajlm-2953	171	21	being	be	AUX
ajlm-2953	171	22	reported	report	VERB
ajlm-2953	171	23	unintentionally	unintentionally	ADV
ajlm-2953	171	24	.	.	PUNCT
ajlm-2953	172	1	differences	difference	NOUN
ajlm-2953	172	2	in	in	ADP
ajlm-2953	172	3	hiv	hiv	PROPN
ajlm-2953	172	4	vl	vl	NOUN
ajlm-2953	172	5	distribution	distribution	NOUN
ajlm-2953	172	6	between	between	ADP
ajlm-2953	172	7	provinces	province	NOUN
ajlm-2953	172	8	appear	appear	VERB
ajlm-2953	172	9	to	to	PART
ajlm-2953	172	10	be	be	AUX
ajlm-2953	172	11	driven	drive	VERB
ajlm-2953	172	12	more	more	ADV
ajlm-2953	172	13	by	by	ADP
ajlm-2953	172	14	epidemiological	epidemiological	ADJ
ajlm-2953	172	15	factors	factor	NOUN
ajlm-2953	172	16	,	,	PUNCT
ajlm-2953	172	17	such	such	ADJ
ajlm-2953	172	18	as	as	ADP
ajlm-2953	172	19	art	art	NOUN
ajlm-2953	172	20	adherence	adherence	NOUN
ajlm-2953	172	21	,	,	PUNCT
ajlm-2953	172	22	than	than	ADP
ajlm-2953	172	23	by	by	ADP
ajlm-2953	172	24	laboratory	laboratory	NOUN
ajlm-2953	172	25	-	-	PUNCT
ajlm-2953	172	26	related	relate	VERB
ajlm-2953	172	27	pre	pre	ADJ
ajlm-2953	172	28	-	-	ADJ
ajlm-2953	172	29	analytical	analytical	ADJ
ajlm-2953	172	30	variables	variable	NOUN
ajlm-2953	172	31	.	.	PUNCT
ajlm-2953	173	1	even	even	ADV
ajlm-2953	173	2	in	in	ADP
ajlm-2953	173	3	real	real	ADJ
ajlm-2953	173	4	-	-	PUNCT
ajlm-2953	173	5	world	world	NOUN
ajlm-2953	173	6	conditions	condition	NOUN
ajlm-2953	173	7	where	where	SCONJ
ajlm-2953	173	8	tats	tat	NOUN
ajlm-2953	173	9	reached	reach	VERB
ajlm-2953	173	10	up	up	ADP
ajlm-2953	173	11	to	to	PART
ajlm-2953	173	12	10	10	NUM
ajlm-2953	173	13	days	day	NOUN
ajlm-2953	173	14	,	,	PUNCT
ajlm-2953	173	15	no	no	DET
ajlm-2953	173	16	significant	significant	ADJ
ajlm-2953	173	17	effect	effect	NOUN
ajlm-2953	173	18	was	be	AUX
ajlm-2953	173	19	observed	observe	VERB
ajlm-2953	173	20	on	on	ADP
ajlm-2953	173	21	vl	vl	PROPN
ajlm-2953	173	22	outcomes	outcome	NOUN
ajlm-2953	173	23	(	(	PUNCT
ajlm-2953	173	24	figure	figure	NOUN
ajlm-2953	173	25	5	5	NUM
ajlm-2953	173	26	)	)	PUNCT
ajlm-2953	173	27	.	.	PUNCT
ajlm-2953	174	1	similarly	similarly	ADV
ajlm-2953	174	2	,	,	PUNCT
ajlm-2953	174	3	the	the	DET
ajlm-2953	174	4	cyberattack	cyberattack	NOUN
ajlm-2953	174	5	on	on	ADP
ajlm-2953	174	6	the	the	DET
ajlm-2953	174	7	information	information	NOUN
ajlm-2953	174	8	technology	technology	NOUN
ajlm-2953	174	9	system	system	NOUN
ajlm-2953	174	10	did	do	AUX
ajlm-2953	174	11	not	not	PART
ajlm-2953	174	12	appear	appear	VERB
ajlm-2953	174	13	to	to	PART
ajlm-2953	174	14	alter	alter	VERB
ajlm-2953	174	15	hiv	hiv	PROPN
ajlm-2953	174	16	vl	vl	PROPN
ajlm-2953	174	17	result	result	NOUN
ajlm-2953	174	18	distributions	distribution	NOUN
ajlm-2953	174	19	,	,	PUNCT
ajlm-2953	174	20	although	although	SCONJ
ajlm-2953	174	21	it	it	PRON
ajlm-2953	174	22	seemed	seem	VERB
ajlm-2953	174	23	to	to	PART
ajlm-2953	174	24	have	have	VERB
ajlm-2953	174	25	a	a	DET
ajlm-2953	174	26	chain	chain	NOUN
ajlm-2953	174	27	effect	effect	NOUN
ajlm-2953	174	28	later	later	ADV
ajlm-2953	174	29	on	on	ADV
ajlm-2953	174	30	,	,	PUNCT
ajlm-2953	174	31	disrupting	disrupt	VERB
ajlm-2953	174	32	normal	normal	ADJ
ajlm-2953	174	33	laboratory	laboratory	NOUN
ajlm-2953	174	34	operations	operation	NOUN
ajlm-2953	174	35	and	and	CCONJ
ajlm-2953	174	36	referral	referral	ADJ
ajlm-2953	174	37	pathways	pathway	NOUN
ajlm-2953	174	38	,	,	PUNCT
ajlm-2953	174	39	leading	lead	VERB
ajlm-2953	174	40	to	to	ADP
ajlm-2953	174	41	specimens	specimen	NOUN
ajlm-2953	174	42	being	be	AUX
ajlm-2953	174	43	rerouted	reroute	VERB
ajlm-2953	174	44	to	to	ADP
ajlm-2953	174	45	external	external	ADJ
ajlm-2953	174	46	reference	reference	NOUN
ajlm-2953	174	47	laboratories	laboratory	NOUN
ajlm-2953	174	48	outside	outside	ADP
ajlm-2953	174	49	the	the	DET
ajlm-2953	174	50	province	province	NOUN
ajlm-2953	174	51	.	.	PUNCT
ajlm-2953	175	1	large	large	ADJ
ajlm-2953	175	2	volumes	volume	NOUN
ajlm-2953	175	3	of	of	ADP
ajlm-2953	175	4	specimens	specimen	NOUN
ajlm-2953	175	5	sent	send	VERB
ajlm-2953	175	6	to	to	PART
ajlm-2953	175	7	gsh	gsh	VERB
ajlm-2953	175	8	from	from	ADP
ajlm-2953	175	9	limpopo	limpopo	PROPN
ajlm-2953	175	10	owing	owe	VERB
ajlm-2953	175	11	to	to	ADP
ajlm-2953	175	12	local	local	ADJ
ajlm-2953	175	13	backlogs	backlog	NOUN
ajlm-2953	175	14	still	still	ADV
ajlm-2953	175	15	showed	show	VERB
ajlm-2953	175	16	a	a	DET
ajlm-2953	175	17	distinct	distinct	ADJ
ajlm-2953	175	18	and	and	CCONJ
ajlm-2953	175	19	consistent	consistent	ADJ
ajlm-2953	175	20	vl	vl	ADJ
ajlm-2953	175	21	distribution	distribution	NOUN
ajlm-2953	175	22	pattern	pattern	NOUN
ajlm-2953	175	23	,	,	PUNCT
ajlm-2953	175	24	different	different	ADJ
ajlm-2953	175	25	from	from	ADP
ajlm-2953	175	26	that	that	PRON
ajlm-2953	175	27	of	of	ADP
ajlm-2953	175	28	the	the	DET
ajlm-2953	175	29	western	western	ADJ
ajlm-2953	175	30	cape	cape	NOUN
ajlm-2953	175	31	,	,	PUNCT
ajlm-2953	175	32	regardless	regardless	ADV
ajlm-2953	175	33	of	of	ADP
ajlm-2953	175	34	transit	transit	NOUN
ajlm-2953	175	35	duration	duration	NOUN
ajlm-2953	175	36	or	or	CCONJ
ajlm-2953	175	37	test	test	NOUN
ajlm-2953	175	38	location	location	NOUN
ajlm-2953	175	39	(	(	PUNCT
ajlm-2953	175	40	figure	figure	NOUN
ajlm-2953	175	41	6	6	NUM
ajlm-2953	175	42	)	)	PUNCT
ajlm-2953	175	43	.	.	PUNCT
ajlm-2953	176	1	this	this	DET
ajlm-2953	176	2	event	event	NOUN
ajlm-2953	176	3	highlights	highlight	VERB
ajlm-2953	176	4	the	the	DET
ajlm-2953	176	5	potential	potential	NOUN
ajlm-2953	176	6	for	for	ADP
ajlm-2953	176	7	future	future	ADJ
ajlm-2953	176	8	multi	multi	ADJ
ajlm-2953	176	9	-	-	ADJ
ajlm-2953	176	10	centre	centre	ADJ
ajlm-2953	176	11	verification	verification	NOUN
ajlm-2953	176	12	and	and	CCONJ
ajlm-2953	176	13	validation	validation	NOUN
ajlm-2953	176	14	,	,	PUNCT
ajlm-2953	176	15	particularly	particularly	ADV
ajlm-2953	176	16	in	in	ADP
ajlm-2953	176	17	cases	case	NOUN
ajlm-2953	176	18	where	where	SCONJ
ajlm-2953	176	19	significant	significant	ADJ
ajlm-2953	176	20	and	and	CCONJ
ajlm-2953	176	21	unexplained	unexplained	ADJ
ajlm-2953	176	22	deviations	deviation	NOUN
ajlm-2953	176	23	in	in	ADP
ajlm-2953	176	24	hiv	hiv	PROPN
ajlm-2953	176	25	vl	vl	PROPN
ajlm-2953	176	26	results	result	NOUN
ajlm-2953	176	27	occur	occur	VERB
ajlm-2953	176	28	together	together	ADV
ajlm-2953	176	29	with	with	ADP
ajlm-2953	176	30	other	other	ADJ
ajlm-2953	176	31	confounding	confound	VERB
ajlm-2953	176	32	factors	factor	NOUN
ajlm-2953	176	33	like	like	ADP
ajlm-2953	176	34	contamination	contamination	NOUN
ajlm-2953	176	35	,	,	PUNCT
ajlm-2953	176	36	which	which	PRON
ajlm-2953	176	37	can	can	AUX
ajlm-2953	176	38	further	far	ADV
ajlm-2953	176	39	complicate	complicate	VERB
ajlm-2953	176	40	the	the	DET
ajlm-2953	176	41	interpretation	interpretation	NOUN
ajlm-2953	176	42	of	of	ADP
ajlm-2953	176	43	results	result	NOUN
ajlm-2953	176	44	.	.	PUNCT
ajlm-2953	177	1	to	to	PART
ajlm-2953	177	2	understand	understand	VERB
ajlm-2953	177	3	better	well	ADV
ajlm-2953	177	4	the	the	DET
ajlm-2953	177	5	broader	broad	ADJ
ajlm-2953	177	6	factors	factor	NOUN
ajlm-2953	177	7	influencing	influence	VERB
ajlm-2953	177	8	vl	vl	ADJ
ajlm-2953	177	9	distribution	distribution	NOUN
ajlm-2953	177	10	,	,	PUNCT
ajlm-2953	177	11	further	further	ADJ
ajlm-2953	177	12	research	research	NOUN
ajlm-2953	177	13	is	be	AUX
ajlm-2953	177	14	needed	need	VERB
ajlm-2953	177	15	,	,	PUNCT
ajlm-2953	177	16	specifically	specifically	ADV
ajlm-2953	177	17	exploring	explore	VERB
ajlm-2953	177	18	population	population	NOUN
ajlm-2953	177	19	-	-	PUNCT
ajlm-2953	177	20	level	level	NOUN
ajlm-2953	177	21	hiv	hiv	PROPN
ajlm-2953	177	22	prevalence	prevalence	NOUN
ajlm-2953	177	23	,	,	PUNCT
ajlm-2953	177	24	art	art	NOUN
ajlm-2953	177	25	coverage	coverage	NOUN
ajlm-2953	177	26	,	,	PUNCT
ajlm-2953	177	27	and	and	CCONJ
ajlm-2953	177	28	adherence	adherence	NOUN
ajlm-2953	177	29	.	.	PUNCT
ajlm-2953	178	1	one	one	NUM
ajlm-2953	178	2	major	major	ADJ
ajlm-2953	178	3	obstacle	obstacle	NOUN
ajlm-2953	178	4	is	be	AUX
ajlm-2953	178	5	the	the	DET
ajlm-2953	178	6	lack	lack	NOUN
ajlm-2953	178	7	of	of	ADP
ajlm-2953	178	8	a	a	DET
ajlm-2953	178	9	consistent	consistent	ADJ
ajlm-2953	178	10	unique	unique	ADJ
ajlm-2953	178	11	identifier	identifier	NOUN
ajlm-2953	178	12	or	or	CCONJ
ajlm-2953	178	13	medical	medical	ADJ
ajlm-2953	178	14	record	record	NOUN
ajlm-2953	178	15	number	number	NOUN
ajlm-2953	178	16	across	across	ADP
ajlm-2953	178	17	provinces	province	NOUN
ajlm-2953	178	18	;	;	PUNCT
ajlm-2953	178	19	currently	currently	ADV
ajlm-2953	178	20	,	,	PUNCT
ajlm-2953	178	21	only	only	ADV
ajlm-2953	178	22	the	the	DET
ajlm-2953	178	23	western	western	ADJ
ajlm-2953	178	24	cape	cape	NOUN
ajlm-2953	178	25	captures	capture	VERB
ajlm-2953	178	26	these	these	DET
ajlm-2953	178	27	data	datum	NOUN
ajlm-2953	178	28	systematically	systematically	ADV
ajlm-2953	178	29	.	.	PUNCT
ajlm-2953	179	1	analyses	analysis	NOUN
ajlm-2953	179	2	like	like	ADP
ajlm-2953	179	3	this	this	PRON
ajlm-2953	179	4	can	can	AUX
ajlm-2953	179	5	provide	provide	VERB
ajlm-2953	179	6	objective	objective	ADJ
ajlm-2953	179	7	insights	insight	NOUN
ajlm-2953	179	8	into	into	ADP
ajlm-2953	179	9	art	art	NOUN
ajlm-2953	179	10	adherence	adherence	NOUN
ajlm-2953	179	11	and	and	CCONJ
ajlm-2953	179	12	can	can	AUX
ajlm-2953	179	13	highlight	highlight	VERB
ajlm-2953	179	14	areas	area	NOUN
ajlm-2953	179	15	where	where	SCONJ
ajlm-2953	179	16	policy	policy	NOUN
ajlm-2953	179	17	changes	change	NOUN
ajlm-2953	179	18	—	—	PUNCT
ajlm-2953	179	19	such	such	ADJ
ajlm-2953	179	20	as	as	ADP
ajlm-2953	179	21	expanding	expand	VERB
ajlm-2953	179	22	access	access	NOUN
ajlm-2953	179	23	to	to	ADP
ajlm-2953	179	24	vl	vl	PROPN
ajlm-2953	179	25	testing	testing	NOUN
ajlm-2953	179	26	,	,	PUNCT
ajlm-2953	179	27	including	include	VERB
ajlm-2953	179	28	point	point	NOUN
ajlm-2953	179	29	-	-	PUNCT
ajlm-2953	179	30	of	of	ADP
ajlm-2953	179	31	-	-	PUNCT
ajlm-2953	179	32	care	care	NOUN
ajlm-2953	179	33	options23	options23	NOUN
ajlm-2953	179	34	—	—	PUNCT
ajlm-2953	179	35	could	could	AUX
ajlm-2953	179	36	help	help	VERB
ajlm-2953	179	37	to	to	PART
ajlm-2953	179	38	improve	improve	VERB
ajlm-2953	179	39	adherence	adherence	NOUN
ajlm-2953	179	40	and	and	CCONJ
ajlm-2953	179	41	move	move	VERB
ajlm-2953	179	42	closer	close	ADV
ajlm-2953	179	43	to	to	ADP
ajlm-2953	179	44	achieving	achieve	VERB
ajlm-2953	179	45	the	the	DET
ajlm-2953	179	46	remaining	remain	VERB
ajlm-2953	179	47	targets	target	NOUN
ajlm-2953	179	48	of	of	ADP
ajlm-2953	179	49	the	the	DET
ajlm-2953	179	50	joint	joint	ADJ
ajlm-2953	179	51	united	united	PROPN
ajlm-2953	179	52	nations	nations	PROPN
ajlm-2953	179	53	programme	programme	PROPN
ajlm-2953	179	54	on	on	ADP
ajlm-2953	179	55	hiv	hiv	PROPN
ajlm-2953	179	56	/	/	SYM
ajlm-2953	179	57	aids	aids	PROPN
ajlm-2953	179	58	95–95–95	95–95–95	NUM
ajlm-2953	179	59	strategy	strategy	NOUN
ajlm-2953	179	60	.	.	PUNCT
ajlm-2953	180	1	acknowledgements	acknowledgement	NOUN
ajlm-2953	180	2	competing	compete	VERB
ajlm-2953	180	3	interests	interest	NOUN
ajlm-2953	180	4	the	the	DET
ajlm-2953	180	5	authors	author	NOUN
ajlm-2953	180	6	declare	declare	VERB
ajlm-2953	180	7	that	that	SCONJ
ajlm-2953	180	8	they	they	PRON
ajlm-2953	180	9	have	have	VERB
ajlm-2953	180	10	no	no	DET
ajlm-2953	180	11	financial	financial	ADJ
ajlm-2953	180	12	or	or	CCONJ
ajlm-2953	180	13	personal	personal	ADJ
ajlm-2953	180	14	relationships	relationship	NOUN
ajlm-2953	180	15	that	that	PRON
ajlm-2953	180	16	may	may	AUX
ajlm-2953	180	17	have	have	AUX
ajlm-2953	180	18	inappropriately	inappropriately	ADV
ajlm-2953	180	19	influenced	influence	VERB
ajlm-2953	180	20	them	they	PRON
ajlm-2953	180	21	in	in	ADP
ajlm-2953	180	22	writing	write	VERB
ajlm-2953	180	23	this	this	DET
ajlm-2953	180	24	article	article	NOUN
ajlm-2953	180	25	.	.	PUNCT
ajlm-2953	181	1	credit	credit	NOUN
ajlm-2953	181	2	authorship	authorship	NOUN
ajlm-2953	181	3	contribution	contribution	NOUN
ajlm-2953	181	4	mo	mo	PROPN
ajlm-2953	181	5	se	se	PROPN
ajlm-2953	181	6	kwon	kwon	PROPN
ajlm-2953	181	7	:	:	PUNCT
ajlm-2953	181	8	conceptualisation	conceptualisation	NOUN
ajlm-2953	181	9	,	,	PUNCT
ajlm-2953	181	10	methodology	methodology	NOUN
ajlm-2953	181	11	,	,	PUNCT
ajlm-2953	181	12	formal	formal	ADJ
ajlm-2953	181	13	analysis	analysis	NOUN
ajlm-2953	181	14	,	,	PUNCT
ajlm-2953	181	15	investigation	investigation	NOUN
ajlm-2953	181	16	,	,	PUNCT
ajlm-2953	181	17	writing	write	VERB
ajlm-2953	181	18	–	–	PUNCT
ajlm-2953	181	19	original	original	ADJ
ajlm-2953	181	20	draft	draft	NOUN
ajlm-2953	181	21	,	,	PUNCT
ajlm-2953	181	22	visualisation	visualisation	NOUN
ajlm-2953	181	23	,	,	PUNCT
ajlm-2953	181	24	project	project	NOUN
ajlm-2953	181	25	administration	administration	NOUN
ajlm-2953	181	26	,	,	PUNCT
ajlm-2953	181	27	software	software	NOUN
ajlm-2953	181	28	validation	validation	NOUN
ajlm-2953	181	29	,	,	PUNCT
ajlm-2953	181	30	data	data	NOUN
ajlm-2953	181	31	curation	curation	NOUN
ajlm-2953	181	32	,	,	PUNCT
ajlm-2953	181	33	writing	write	VERB
ajlm-2953	181	34	–	–	PUNCT
ajlm-2953	181	35	review	review	NOUN
ajlm-2953	181	36	&	&	CCONJ
ajlm-2953	181	37	editing	editing	NOUN
ajlm-2953	181	38	,	,	PUNCT
ajlm-2953	181	39	supervision	supervision	NOUN
ajlm-2953	181	40	.	.	PUNCT
ajlm-2953	182	1	khumo	khumo	PROPN
ajlm-2953	182	2	o.	o.	NOUN
ajlm-2953	182	3	sematle	sematle	NOUN
ajlm-2953	182	4	:	:	PUNCT
ajlm-2953	182	5	conceptualisation	conceptualisation	NOUN
ajlm-2953	182	6	,	,	PUNCT
ajlm-2953	182	7	methodology	methodology	NOUN
ajlm-2953	182	8	,	,	PUNCT
ajlm-2953	182	9	investigation	investigation	NOUN
ajlm-2953	182	10	,	,	PUNCT
ajlm-2953	182	11	writing	write	VERB
ajlm-2953	182	12	–	–	PUNCT
ajlm-2953	182	13	original	original	ADJ
ajlm-2953	182	14	draft	draft	NOUN
ajlm-2953	182	15	,	,	PUNCT
ajlm-2953	182	16	visualisation	visualisation	NOUN
ajlm-2953	182	17	,	,	PUNCT
ajlm-2953	182	18	project	project	NOUN
ajlm-2953	182	19	administration	administration	NOUN
ajlm-2953	182	20	,	,	PUNCT
ajlm-2953	182	21	writing	write	VERB
ajlm-2953	182	22	–	–	PUNCT
ajlm-2953	182	23	review	review	NOUN
ajlm-2953	182	24	&	&	CCONJ
ajlm-2953	182	25	editing	editing	NOUN
ajlm-2953	182	26	,	,	PUNCT
ajlm-2953	182	27	supervision	supervision	NOUN
ajlm-2953	182	28	.	.	PUNCT
ajlm-2953	183	1	lucia	lucia	PROPN
ajlm-2953	183	2	hans	hans	PROPN
ajlm-2953	183	3	:	:	PUNCT
ajlm-2953	183	4	writing	write	VERB
ajlm-2953	183	5	–	–	PUNCT
ajlm-2953	183	6	review	review	NOUN
ajlm-2953	183	7	&	&	CCONJ
ajlm-2953	183	8	editing	editing	NOUN
ajlm-2953	183	9	,	,	PUNCT
ajlm-2953	183	10	supervision	supervision	NOUN
ajlm-2953	183	11	.	.	PUNCT
ajlm-2953	184	1	stephen	stephen	PROPN
ajlm-2953	184	2	korsman	korsman	PROPN
ajlm-2953	184	3	:	:	PUNCT
ajlm-2953	184	4	writing	writing	NOUN
ajlm-2953	184	5	–	–	PUNCT
ajlm-2953	184	6	review	review	NOUN
ajlm-2953	184	7	&	&	CCONJ
ajlm-2953	184	8	editing	editing	NOUN
ajlm-2953	184	9	,	,	PUNCT
ajlm-2953	184	10	supervision	supervision	NOUN
ajlm-2953	184	11	.	.	PUNCT
ajlm-2953	185	1	nei	nei	PROPN
ajlm-2953	185	2	-	-	PUNCT
ajlm-2953	185	3	yuan	yuan	PROPN
ajlm-2953	185	4	hsiao	hsiao	PROPN
ajlm-2953	185	5	:	:	PUNCT
ajlm-2953	185	6	writing	writing	NOUN
ajlm-2953	185	7	–	–	PUNCT
ajlm-2953	185	8	review	review	NOUN
ajlm-2953	185	9	&	&	CCONJ
ajlm-2953	185	10	editing	editing	NOUN
ajlm-2953	185	11	,	,	PUNCT
ajlm-2953	185	12	supervision	supervision	NOUN
ajlm-2953	185	13	.	.	PUNCT
ajlm-2953	186	1	diana	diana	PROPN
ajlm-2953	186	2	r.	r.	PROPN
ajlm-2953	186	3	hardie	hardie	PROPN
ajlm-2953	186	4	:	:	PUNCT
ajlm-2953	186	5	conceptualisation	conceptualisation	NOUN
ajlm-2953	186	6	,	,	PUNCT
ajlm-2953	186	7	methodology	methodology	NOUN
ajlm-2953	186	8	,	,	PUNCT
ajlm-2953	186	9	investigation	investigation	NOUN
ajlm-2953	186	10	,	,	PUNCT
ajlm-2953	186	11	writing	write	VERB
ajlm-2953	186	12	–	–	PUNCT
ajlm-2953	186	13	original	original	ADJ
ajlm-2953	186	14	draft	draft	NOUN
ajlm-2953	186	15	,	,	PUNCT
ajlm-2953	186	16	visualisation	visualisation	NOUN
ajlm-2953	186	17	,	,	PUNCT
ajlm-2953	186	18	project	project	NOUN
ajlm-2953	186	19	administration	administration	NOUN
ajlm-2953	186	20	,	,	PUNCT
ajlm-2953	186	21	writing	write	VERB
ajlm-2953	186	22	–	–	PUNCT
ajlm-2953	186	23	review	review	NOUN
ajlm-2953	186	24	&	&	CCONJ
ajlm-2953	186	25	editing	editing	NOUN
ajlm-2953	186	26	,	,	PUNCT
ajlm-2953	186	27	supervision	supervision	NOUN
ajlm-2953	186	28	.	.	PUNCT
ajlm-2953	187	1	all	all	DET
ajlm-2953	187	2	authors	author	NOUN
ajlm-2953	187	3	reviewed	review	VERB
ajlm-2953	187	4	the	the	DET
ajlm-2953	187	5	article	article	NOUN
ajlm-2953	187	6	,	,	PUNCT
ajlm-2953	187	7	contributed	contribute	VERB
ajlm-2953	187	8	to	to	ADP
ajlm-2953	187	9	the	the	DET
ajlm-2953	187	10	discussion	discussion	NOUN
ajlm-2953	187	11	of	of	ADP
ajlm-2953	187	12	results	result	NOUN
ajlm-2953	187	13	,	,	PUNCT
ajlm-2953	187	14	approved	approve	VERB
ajlm-2953	187	15	the	the	DET
ajlm-2953	187	16	final	final	ADJ
ajlm-2953	187	17	version	version	NOUN
ajlm-2953	187	18	for	for	ADP
ajlm-2953	187	19	submission	submission	NOUN
ajlm-2953	187	20	and	and	CCONJ
ajlm-2953	187	21	publication	publication	NOUN
ajlm-2953	187	22	,	,	PUNCT
ajlm-2953	187	23	and	and	CCONJ
ajlm-2953	187	24	take	take	VERB
ajlm-2953	187	25	responsibility	responsibility	NOUN
ajlm-2953	187	26	for	for	ADP
ajlm-2953	187	27	the	the	DET
ajlm-2953	187	28	integrity	integrity	NOUN
ajlm-2953	187	29	of	of	ADP
ajlm-2953	187	30	its	its	PRON
ajlm-2953	187	31	findings	finding	NOUN
ajlm-2953	187	32	.	.	PUNCT
ajlm-2953	188	1	sources	source	NOUN
ajlm-2953	188	2	of	of	ADP
ajlm-2953	188	3	support	support	NOUN
ajlm-2953	188	4	this	this	DET
ajlm-2953	188	5	research	research	NOUN
ajlm-2953	188	6	received	receive	VERB
ajlm-2953	188	7	no	no	DET
ajlm-2953	188	8	specific	specific	ADJ
ajlm-2953	188	9	grant	grant	NOUN
ajlm-2953	188	10	from	from	ADP
ajlm-2953	188	11	any	any	DET
ajlm-2953	188	12	funding	funding	NOUN
ajlm-2953	188	13	agency	agency	NOUN
ajlm-2953	188	14	in	in	ADP
ajlm-2953	188	15	the	the	DET
ajlm-2953	188	16	public	public	ADJ
ajlm-2953	188	17	,	,	PUNCT
ajlm-2953	188	18	commercial	commercial	ADJ
ajlm-2953	188	19	,	,	PUNCT
ajlm-2953	188	20	or	or	CCONJ
ajlm-2953	188	21	not	not	PART
ajlm-2953	188	22	-	-	PUNCT
ajlm-2953	188	23	for	for	ADP
ajlm-2953	188	24	-	-	PUNCT
ajlm-2953	188	25	profit	profit	NOUN
ajlm-2953	188	26	sectors	sector	NOUN
ajlm-2953	188	27	.	.	PUNCT
ajlm-2953	189	1	data	datum	NOUN
ajlm-2953	189	2	availability	availability	NOUN
ajlm-2953	189	3	the	the	DET
ajlm-2953	189	4	data	datum	NOUN
ajlm-2953	189	5	that	that	PRON
ajlm-2953	189	6	support	support	VERB
ajlm-2953	189	7	the	the	DET
ajlm-2953	189	8	findings	finding	NOUN
ajlm-2953	189	9	of	of	ADP
ajlm-2953	189	10	this	this	DET
ajlm-2953	189	11	study	study	NOUN
ajlm-2953	189	12	are	be	AUX
ajlm-2953	189	13	owned	own	VERB
ajlm-2953	189	14	by	by	ADP
ajlm-2953	189	15	the	the	DET
ajlm-2953	189	16	nhls	nhls	PROPN
ajlm-2953	189	17	and	and	CCONJ
ajlm-2953	189	18	are	be	AUX
ajlm-2953	189	19	not	not	PART
ajlm-2953	189	20	publicly	publicly	ADV
ajlm-2953	189	21	available	available	ADJ
ajlm-2953	189	22	owing	owe	VERB
ajlm-2953	189	23	to	to	ADP
ajlm-2953	189	24	patient	patient	ADJ
ajlm-2953	189	25	confidentiality	confidentiality	NOUN
ajlm-2953	189	26	and	and	CCONJ
ajlm-2953	189	27	data	datum	NOUN
ajlm-2953	189	28	protection	protection	NOUN
ajlm-2953	189	29	regulations	regulation	NOUN
ajlm-2953	189	30	.	.	PUNCT
ajlm-2953	190	1	access	access	NOUN
ajlm-2953	190	2	to	to	ADP
ajlm-2953	190	3	the	the	DET
ajlm-2953	190	4	data	datum	NOUN
ajlm-2953	190	5	may	may	AUX
ajlm-2953	190	6	be	be	AUX
ajlm-2953	190	7	granted	grant	VERB
ajlm-2953	190	8	upon	upon	SCONJ
ajlm-2953	190	9	reasonable	reasonable	ADJ
ajlm-2953	190	10	request	request	NOUN
ajlm-2953	190	11	from	from	ADP
ajlm-2953	190	12	the	the	DET
ajlm-2953	190	13	corresponding	corresponding	ADJ
ajlm-2953	190	14	author	author	NOUN
ajlm-2953	190	15	,	,	PUNCT
ajlm-2953	190	16	mo	mo	PROPN
ajlm-2953	190	17	se	se	PROPN
ajlm-2953	190	18	kwon	kwon	PROPN
ajlm-2953	190	19	,	,	PUNCT
ajlm-2953	190	20	subject	subject	ADJ
ajlm-2953	190	21	to	to	ADP
ajlm-2953	190	22	institutional	institutional	ADJ
ajlm-2953	190	23	approvals	approval	NOUN
ajlm-2953	190	24	and	and	CCONJ
ajlm-2953	190	25	the	the	DET
ajlm-2953	190	26	nhls	nhls	PROPN
ajlm-2953	190	27	data	datum	NOUN
ajlm-2953	190	28	access	access	NOUN
ajlm-2953	190	29	policy	policy	NOUN
ajlm-2953	190	30	.	.	PUNCT
ajlm-2953	191	1	disclaimer	disclaimer	VERB
ajlm-2953	191	2	the	the	DET
ajlm-2953	191	3	views	view	NOUN
ajlm-2953	191	4	and	and	CCONJ
ajlm-2953	191	5	opinions	opinion	NOUN
ajlm-2953	191	6	expressed	express	VERB
ajlm-2953	191	7	in	in	ADP
ajlm-2953	191	8	this	this	DET
ajlm-2953	191	9	article	article	NOUN
ajlm-2953	191	10	are	be	AUX
ajlm-2953	191	11	those	those	PRON
ajlm-2953	191	12	of	of	ADP
ajlm-2953	191	13	the	the	DET
ajlm-2953	191	14	authors	author	NOUN
ajlm-2953	191	15	and	and	CCONJ
ajlm-2953	191	16	are	be	AUX
ajlm-2953	191	17	the	the	DET
ajlm-2953	191	18	product	product	NOUN
ajlm-2953	191	19	of	of	ADP
ajlm-2953	191	20	professional	professional	ADJ
ajlm-2953	191	21	research	research	NOUN
ajlm-2953	191	22	.	.	PUNCT
ajlm-2953	192	1	the	the	DET
ajlm-2953	192	2	article	article	NOUN
ajlm-2953	192	3	does	do	AUX
ajlm-2953	192	4	not	not	PART
ajlm-2953	192	5	necessarily	necessarily	ADV
ajlm-2953	192	6	reflect	reflect	VERB
ajlm-2953	192	7	the	the	DET
ajlm-2953	192	8	official	official	ADJ
ajlm-2953	192	9	policy	policy	NOUN
ajlm-2953	192	10	or	or	CCONJ
ajlm-2953	192	11	position	position	NOUN
ajlm-2953	192	12	of	of	ADP
ajlm-2953	192	13	any	any	DET
ajlm-2953	192	14	affiliated	affiliated	ADJ
ajlm-2953	192	15	institution	institution	NOUN
ajlm-2953	192	16	,	,	PUNCT
ajlm-2953	192	17	funder	funder	NOUN
ajlm-2953	192	18	,	,	PUNCT
ajlm-2953	192	19	agency	agency	NOUN
ajlm-2953	192	20	,	,	PUNCT
ajlm-2953	192	21	or	or	CCONJ
ajlm-2953	192	22	that	that	PRON
ajlm-2953	192	23	of	of	ADP
ajlm-2953	192	24	the	the	DET
ajlm-2953	192	25	publisher	publisher	NOUN
ajlm-2953	192	26	.	.	PUNCT
ajlm-2953	193	1	the	the	DET
ajlm-2953	193	2	authors	author	NOUN
ajlm-2953	193	3	are	be	AUX
ajlm-2953	193	4	responsible	responsible	ADJ
ajlm-2953	193	5	for	for	ADP
ajlm-2953	193	6	the	the	DET
ajlm-2953	193	7	results	result	NOUN
ajlm-2953	193	8	,	,	PUNCT
ajlm-2953	193	9	findings	finding	NOUN
ajlm-2953	193	10	,	,	PUNCT
ajlm-2953	193	11	and	and	CCONJ
ajlm-2953	193	12	content	content	NOUN
ajlm-2953	193	13	of	of	ADP
ajlm-2953	193	14	this	this	DET
ajlm-2953	193	15	article	article	NOUN
ajlm-2953	193	16	.	.	PUNCT
ajlm-2953	194	1	references	reference	NOUN
ajlm-2953	194	2	national	national	PROPN
ajlm-2953	194	3	health	health	PROPN
ajlm-2953	194	4	laboratory	laboratory	PROPN
ajlm-2953	194	5	service	service	PROPN
ajlm-2953	194	6	.	.	PUNCT
ajlm-2953	195	1	annual	annual	ADJ
ajlm-2953	195	2	report	report	NOUN
ajlm-2953	195	3	2022–2023	2022–2023	NUM
ajlm-2953	195	4	[	[	X
ajlm-2953	195	5	homepage	homepage	NOUN
ajlm-2953	195	6	on	on	ADP
ajlm-2953	195	7	the	the	DET
ajlm-2953	195	8	internet	internet	NOUN
ajlm-2953	195	9	]	]	PUNCT
ajlm-2953	195	10	.	.	PUNCT
ajlm-2953	196	1	johannesburg	johannesburg	PROPN
ajlm-2953	196	2	:	:	PUNCT
ajlm-2953	196	3	national	national	PROPN
ajlm-2953	196	4	health	health	PROPN
ajlm-2953	196	5	laboratory	laboratory	PROPN
ajlm-2953	196	6	service	service	NOUN
ajlm-2953	196	7	;	;	PUNCT
ajlm-2953	196	8	2023	2023	NUM
ajlm-2953	196	9	.	.	PUNCT
ajlm-2953	197	1	[	[	X
ajlm-2953	197	2	cited	cite	VERB
ajlm-2953	197	3	2024	2024	NUM
ajlm-2953	197	4	nov	nov	NOUN
ajlm-2953	197	5	20	20	NUM
ajlm-2953	197	6	]	]	PUNCT
ajlm-2953	197	7	.	.	PUNCT
ajlm-2953	198	1	available	available	ADJ
ajlm-2953	198	2	from	from	ADP
ajlm-2953	198	3	:	:	PUNCT
ajlm-2953	198	4	https://www.nhls.ac.za/key-documents/annual-reports/	https://www.nhls.ac.za/key-documents/annual-reports/	X
ajlm-2953	198	5	bangalee	bangalee	ADP
ajlm-2953	198	6	a	a	PRON
ajlm-2953	198	7	,	,	PUNCT
ajlm-2953	198	8	hans	hans	PROPN
ajlm-2953	198	9	l	l	PROPN
ajlm-2953	198	10	,	,	PUNCT
ajlm-2953	198	11	steegen	steegen	PROPN
ajlm-2953	198	12	k.	k.	PROPN
ajlm-2953	198	13	feasibility	feasibility	PROPN
ajlm-2953	198	14	and	and	CCONJ
ajlm-2953	198	15	clinical	clinical	ADJ
ajlm-2953	198	16	relevance	relevance	NOUN
ajlm-2953	198	17	of	of	ADP
ajlm-2953	198	18	hiv-1	hiv-1	PUNCT
ajlm-2953	198	19	drug	drug	NOUN
ajlm-2953	198	20	resistance	resistance	NOUN
ajlm-2953	198	21	testing	testing	NOUN
ajlm-2953	198	22	in	in	ADP
ajlm-2953	198	23	patients	patient	NOUN
ajlm-2953	198	24	with	with	ADP
ajlm-2953	198	25	low	low	ADJ
ajlm-2953	198	26	-	-	PUNCT
ajlm-2953	198	27	level	level	NOUN
ajlm-2953	198	28	viraemia	viraemia	NOUN
ajlm-2953	198	29	in	in	ADP
ajlm-2953	198	30	south	south	PROPN
ajlm-2953	198	31	africa	africa	PROPN
ajlm-2953	198	32	.	.	PUNCT
ajlm-2953	199	1	j	j	PROPN
ajlm-2953	199	2	antimicrob	antimicrob	PROPN
ajlm-2953	199	3	chemother	chemother	PROPN
ajlm-2953	199	4	.	.	PUNCT
ajlm-2953	200	1	2021;76(10):2659–2665	2021;76(10):2659–2665	X
ajlm-2953	200	2	.	.	PUNCT
ajlm-2953	201	1	https://doi.org/10.1093/jac/dkab220	https://doi.org/10.1093/jac/dkab220	PROPN
ajlm-2953	201	2	hans	hans	PROPN
ajlm-2953	201	3	l	l	PROPN
ajlm-2953	201	4	,	,	PUNCT
ajlm-2953	201	5	cassim	cassim	NOUN
ajlm-2953	201	6	n	n	CCONJ
ajlm-2953	201	7	,	,	PUNCT
ajlm-2953	201	8	sarang	sarang	PROPN
ajlm-2953	201	9	s	s	PROPN
ajlm-2953	201	10	,	,	PUNCT
ajlm-2953	201	11	et	et	PROPN
ajlm-2953	201	12	al	al	PROPN
ajlm-2953	201	13	.	.	PROPN
ajlm-2953	202	1	hiv	hiv	PROPN
ajlm-2953	202	2	viral	viral	ADJ
ajlm-2953	202	3	load	load	NOUN
ajlm-2953	202	4	testing	testing	NOUN
ajlm-2953	202	5	in	in	ADP
ajlm-2953	202	6	the	the	DET
ajlm-2953	202	7	south	south	ADJ
ajlm-2953	202	8	african	african	ADJ
ajlm-2953	202	9	public	public	ADJ
ajlm-2953	202	10	health	health	NOUN
ajlm-2953	202	11	setting	setting	NOUN
ajlm-2953	202	12	in	in	ADP
ajlm-2953	202	13	the	the	DET
ajlm-2953	202	14	context	context	NOUN
ajlm-2953	202	15	of	of	ADP
ajlm-2953	202	16	evolving	evolve	VERB
ajlm-2953	202	17	art	art	NOUN
ajlm-2953	202	18	guidelines	guideline	NOUN
ajlm-2953	202	19	and	and	CCONJ
ajlm-2953	202	20	advances	advance	NOUN
ajlm-2953	202	21	in	in	ADP
ajlm-2953	202	22	technology	technology	NOUN
ajlm-2953	202	23	,	,	PUNCT
ajlm-2953	202	24	2013–2022	2013–2022	NOUN
ajlm-2953	202	25	.	.	PUNCT
ajlm-2953	203	1	diagnostics	diagnostic	NOUN
ajlm-2953	203	2	(	(	PUNCT
ajlm-2953	203	3	basel	basel	PROPN
ajlm-2953	203	4	)	)	PUNCT
ajlm-2953	203	5	.	.	PUNCT
ajlm-2953	204	1	2023;13(17	2023;13(17	NUM
ajlm-2953	204	2	):	):	PUNCT
ajlm-2953	204	3	2731	2731	NUM
ajlm-2953	204	4	.	.	PUNCT
ajlm-2953	205	1	https://doi.org/10.3390/diagnostics13172731	https://doi.org/10.3390/diagnostics13172731	PROPN
ajlm-2953	205	2	choga	choga	PROPN
ajlm-2953	205	3	ot	ot	PROPN
ajlm-2953	205	4	,	,	PUNCT
ajlm-2953	205	5	lemogang	lemogang	PROPN
ajlm-2953	205	6	gm	gm	PROPN
ajlm-2953	205	7	,	,	PUNCT
ajlm-2953	205	8	choga	choga	NOUN
ajlm-2953	205	9	wt	wt	PROPN
ajlm-2953	205	10	,	,	PUNCT
ajlm-2953	205	11	et	et	PROPN
ajlm-2953	206	1	al	al	PROPN
ajlm-2953	206	2	.	.	PROPN
ajlm-2953	207	1	high	high	ADJ
ajlm-2953	207	2	prevalence	prevalence	NOUN
ajlm-2953	207	3	of	of	ADP
ajlm-2953	207	4	reverse	reverse	ADJ
ajlm-2953	207	5	transcriptase	transcriptase	NOUN
ajlm-2953	207	6	inhibitors	inhibitor	NOUN
ajlm-2953	207	7	associated	associate	VERB
ajlm-2953	207	8	resistance	resistance	NOUN
ajlm-2953	207	9	mutations	mutation	NOUN
ajlm-2953	207	10	among	among	ADP
ajlm-2953	207	11	people	people	NOUN
ajlm-2953	207	12	living	live	VERB
ajlm-2953	207	13	with	with	ADP
ajlm-2953	207	14	hiv	hiv	PROPN
ajlm-2953	207	15	on	on	ADP
ajlm-2953	207	16	dolutegravir	dolutegravir	PROPN
ajlm-2953	207	17	-	-	PUNCT
ajlm-2953	207	18	based	base	VERB
ajlm-2953	207	19	antiretroviral	antiretroviral	ADJ
ajlm-2953	207	20	therapy	therapy	NOUN
ajlm-2953	207	21	in	in	ADP
ajlm-2953	207	22	francistown	francistown	PROPN
ajlm-2953	207	23	,	,	PUNCT
ajlm-2953	207	24	botswana	botswana	PROPN
ajlm-2953	207	25	.	.	PUNCT
ajlm-2953	208	1	j	j	PROPN
ajlm-2953	208	2	antimicrob	antimicrob	PROPN
ajlm-2953	208	3	chemother	chemother	PROPN
ajlm-2953	208	4	.	.	PUNCT
ajlm-2953	209	1	2025;80(3):767–776	2025;80(3):767–776	X
ajlm-2953	209	2	.	.	PUNCT
ajlm-2953	210	1	https://doi.org/10.1093/jac/dkae472	https://doi.org/10.1093/jac/dkae472	PROPN
ajlm-2953	210	2	google	google	PROPN
ajlm-2953	210	3	maps	map	NOUN
ajlm-2953	210	4	.	.	PUNCT
ajlm-2953	211	1	distance	distance	NOUN
ajlm-2953	211	2	from	from	ADP
ajlm-2953	211	3	mankweng	mankweng	ADJ
ajlm-2953	211	4	hospital	hospital	NOUN
ajlm-2953	211	5	to	to	PART
ajlm-2953	211	6	groote	groote	VERB
ajlm-2953	211	7	schuur	schuur	PROPN
ajlm-2953	211	8	hospital	hospital	NOUN
ajlm-2953	212	1	[	[	X
ajlm-2953	212	2	homepage	homepage	NOUN
ajlm-2953	212	3	on	on	ADP
ajlm-2953	212	4	the	the	DET
ajlm-2953	212	5	internet	internet	NOUN
ajlm-2953	212	6	]	]	PUNCT
ajlm-2953	212	7	.	.	PUNCT
ajlm-2953	213	1	2025	2025	NUM
ajlm-2953	213	2	.	.	PUNCT
ajlm-2953	214	1	[	[	X
ajlm-2953	214	2	cited	cite	VERB
ajlm-2953	214	3	2024	2024	NUM
ajlm-2953	214	4	nov	nov	NOUN
ajlm-2953	214	5	20	20	NUM
ajlm-2953	214	6	]	]	PUNCT
ajlm-2953	214	7	.	.	PUNCT
ajlm-2953	215	1	available	available	ADJ
ajlm-2953	215	2	from	from	ADP
ajlm-2953	215	3	:	:	PUNCT
ajlm-2953	215	4	https://www.google.com/search?q=google+maps.+distance+from+mankweng+hospital+to+groote+schuur+hospital+2025	https://www.google.com/search?q=google+maps.+distance+from+mankweng+hospital+to+groote+schuur+hospital+2025	PROPN
ajlm-2953	215	5	abbott	abbott	PROPN
ajlm-2953	215	6	molecular	molecular	PROPN
ajlm-2953	215	7	.	.	PUNCT
ajlm-2953	216	1	alinity	alinity	NOUN
ajlm-2953	216	2	m	m	PROPN
ajlm-2953	216	3	system	system	NOUN
ajlm-2953	216	4	operations	operation	NOUN
ajlm-2953	216	5	manual	manual	NOUN
ajlm-2953	217	1	[	[	X
ajlm-2953	217	2	homepage	homepage	NOUN
ajlm-2953	217	3	on	on	ADP
ajlm-2953	217	4	the	the	DET
ajlm-2953	217	5	internet	internet	NOUN
ajlm-2953	217	6	]	]	PUNCT
ajlm-2953	217	7	.	.	PUNCT
ajlm-2953	218	1	des	des	PROPN
ajlm-2953	218	2	plaines	plaines	PROPN
ajlm-2953	218	3	,	,	PUNCT
ajlm-2953	218	4	il	il	PROPN
ajlm-2953	218	5	:	:	PUNCT
ajlm-2953	218	6	abbott	abbott	PROPN
ajlm-2953	218	7	molecular	molecular	PROPN
ajlm-2953	218	8	;	;	PUNCT
ajlm-2953	218	9	2024	2024	NUM
ajlm-2953	218	10	.	.	PUNCT
ajlm-2953	219	1	[	[	X
ajlm-2953	219	2	cited	cite	VERB
ajlm-2953	219	3	2025	2025	NUM
ajlm-2953	219	4	oct	oct	NOUN
ajlm-2953	219	5	23	23	NUM
ajlm-2953	219	6	]	]	PUNCT
ajlm-2953	219	7	.	.	PUNCT
ajlm-2953	220	1	available	available	ADJ
ajlm-2953	220	2	from	from	ADP
ajlm-2953	220	3	:	:	PUNCT
ajlm-2953	220	4	https://content.veeabb.com/1d09429b-8373-419f-8f1a-d28f9586863a/99b528de-d33d-42f2-a419-3e3e181f6705/99b528de-d33d-42f2-a419-3e3e181f6705_source__v.pdf	https://content.veeabb.com/1d09429b-8373-419f-8f1a-d28f9586863a/99b528de-d33d-42f2-a419-3e3e181f6705/99b528de-d33d-42f2-a419-3e3e181f6705_source__v.pdf	PROPN
ajlm-2953	220	5	johnson	johnson	PROPN
ajlm-2953	220	6	lf	lf	PROPN
ajlm-2953	220	7	,	,	PUNCT
ajlm-2953	220	8	van	van	PROPN
ajlm-2953	220	9	schalkwyk	schalkwyk	PROPN
ajlm-2953	220	10	c	c	PROPN
ajlm-2953	220	11	,	,	PUNCT
ajlm-2953	220	12	dorrington	dorrington	PROPN
ajlm-2953	220	13	re	re	PROPN
ajlm-2953	220	14	.	.	PUNCT
ajlm-2953	221	1	modelling	model	VERB
ajlm-2953	221	2	the	the	DET
ajlm-2953	221	3	impact	impact	NOUN
ajlm-2953	221	4	of	of	ADP
ajlm-2953	221	5	hiv	hiv	PROPN
ajlm-2953	221	6	in	in	ADP
ajlm-2953	221	7	south	south	PROPN
ajlm-2953	221	8	africa	africa	PROPN
ajlm-2953	221	9	’s	’s	PART
ajlm-2953	221	10	provinces	province	NOUN
ajlm-2953	221	11	:	:	PUNCT
ajlm-2953	221	12	2025	2025	NUM
ajlm-2953	221	13	update	update	NOUN
ajlm-2953	221	14	[	[	X
ajlm-2953	221	15	homepage	homepage	NOUN
ajlm-2953	221	16	on	on	ADP
ajlm-2953	221	17	the	the	DET
ajlm-2953	221	18	internet	internet	NOUN
ajlm-2953	221	19	]	]	PUNCT
ajlm-2953	221	20	.	.	PUNCT
ajlm-2953	222	1	2025	2025	NUM
ajlm-2953	222	2	.	.	PUNCT
ajlm-2953	223	1	centre	centre	NOUN
ajlm-2953	223	2	for	for	ADP
ajlm-2953	223	3	integrated	integrated	ADJ
ajlm-2953	223	4	data	datum	NOUN
ajlm-2953	223	5	and	and	CCONJ
ajlm-2953	223	6	epidemiological	epidemiological	ADJ
ajlm-2953	223	7	research	research	NOUN
ajlm-2953	223	8	working	working	NOUN
ajlm-2953	223	9	paper	paper	NOUN
ajlm-2953	223	10	,	,	PUNCT
ajlm-2953	223	11	university	university	PROPN
ajlm-2953	223	12	of	of	ADP
ajlm-2953	223	13	cape	cape	NOUN
ajlm-2953	223	14	town	town	NOUN
ajlm-2953	223	15	.	.	PUNCT
ajlm-2953	224	1	[	[	X
ajlm-2953	224	2	cited	cite	VERB
ajlm-2953	224	3	2024	2024	NUM
ajlm-2953	224	4	jun	jun	PROPN
ajlm-2953	224	5	23	23	NUM
ajlm-2953	224	6	]	]	PUNCT
ajlm-2953	224	7	.	.	PUNCT
ajlm-2953	225	1	available	available	ADJ
ajlm-2953	225	2	from	from	ADP
ajlm-2953	225	3	:	:	PUNCT
ajlm-2953	225	4	https://thembisa.org/downloads	https://thembisa.org/downloads	PROPN
ajlm-2953	225	5	hardie	hardie	PROPN
ajlm-2953	225	6	d	d	PROPN
ajlm-2953	225	7	,	,	PUNCT
ajlm-2953	225	8	korsman	korsman	PROPN
ajlm-2953	225	9	s	s	PROPN
ajlm-2953	225	10	,	,	PUNCT
ajlm-2953	225	11	ameer	ameer	PROPN
ajlm-2953	225	12	s	s	PROPN
ajlm-2953	225	13	,	,	PUNCT
ajlm-2953	225	14	vojnov	vojnov	NOUN
ajlm-2953	225	15	l	l	PROPN
ajlm-2953	225	16	,	,	PUNCT
ajlm-2953	226	1	hsiao	hsiao	PROPN
ajlm-2953	226	2	ny	ny	PROPN
ajlm-2953	226	3	.	.	PROPN
ajlm-2953	226	4	reliability	reliability	NOUN
ajlm-2953	226	5	of	of	ADP
ajlm-2953	226	6	plasma	plasma	NOUN
ajlm-2953	226	7	hiv	hiv	PROPN
ajlm-2953	226	8	viral	viral	ADJ
ajlm-2953	226	9	load	load	NOUN
ajlm-2953	226	10	testing	testing	NOUN
ajlm-2953	226	11	beyond	beyond	ADP
ajlm-2953	226	12	24	24	NUM
ajlm-2953	226	13	hours	hour	NOUN
ajlm-2953	226	14	:	:	PUNCT
ajlm-2953	226	15	insights	insight	NOUN
ajlm-2953	226	16	gained	gain	VERB
ajlm-2953	226	17	from	from	ADP
ajlm-2953	226	18	a	a	DET
ajlm-2953	226	19	study	study	NOUN
ajlm-2953	226	20	in	in	ADP
ajlm-2953	226	21	a	a	DET
ajlm-2953	226	22	routine	routine	ADJ
ajlm-2953	226	23	diagnostic	diagnostic	ADJ
ajlm-2953	226	24	laboratory	laboratory	NOUN
ajlm-2953	226	25	.	.	PUNCT
ajlm-2953	227	1	plos	plos	PROPN
ajlm-2953	227	2	one	one	NUM
ajlm-2953	227	3	.	.	PUNCT
ajlm-2953	228	1	2019;14(7):e0219381	2019;14(7):e0219381	X
ajlm-2953	228	2	.	.	PUNCT
ajlm-2953	229	1	https://doi.org/10.1371/journal.pone.0219381	https://doi.org/10.1371/journal.pone.0219381	PROPN
ajlm-2953	229	2	amellal	amellal	VERB
ajlm-2953	229	3	b	b	NOUN
ajlm-2953	229	4	,	,	PUNCT
ajlm-2953	229	5	murphy	murphy	PROPN
ajlm-2953	229	6	r	r	PROPN
ajlm-2953	229	7	,	,	PUNCT
ajlm-2953	229	8	maiga	maiga	NOUN
ajlm-2953	229	9	a	a	X
ajlm-2953	229	10	,	,	PUNCT
ajlm-2953	229	11	et	et	PROPN
ajlm-2953	229	12	al	al	PROPN
ajlm-2953	229	13	.	.	PROPN
ajlm-2953	230	1	stability	stability	NOUN
ajlm-2953	230	2	of	of	ADP
ajlm-2953	230	3	hiv	hiv	PROPN
ajlm-2953	230	4	rna	rna	PROPN
ajlm-2953	230	5	in	in	ADP
ajlm-2953	230	6	plasma	plasma	NOUN
ajlm-2953	230	7	specimens	specimen	NOUN
ajlm-2953	230	8	stored	store	VERB
ajlm-2953	230	9	at	at	ADP
ajlm-2953	230	10	different	different	ADJ
ajlm-2953	230	11	temperatures	temperature	NOUN
ajlm-2953	230	12	.	.	PUNCT
ajlm-2953	231	1	hiv	hiv	PROPN
ajlm-2953	231	2	med	me	VERB
ajlm-2953	231	3	.	.	PUNCT
ajlm-2953	232	1	2008;9(9):790–793	2008;9(9):790–793	X
ajlm-2953	232	2	.	.	PUNCT
ajlm-2953	232	3	https://doi.org/10.1111/j.1468-1293.2008.00632.x	https://doi.org/10.1111/j.1468-1293.2008.00632.x	PROPN
ajlm-2953	232	4	vandamme	vandamme	PROPN
ajlm-2953	232	5	am	be	AUX
ajlm-2953	232	6	,	,	PUNCT
ajlm-2953	232	7	van	van	PROPN
ajlm-2953	232	8	laethem	laethem	PROPN
ajlm-2953	232	9	k	k	PROPN
ajlm-2953	232	10	,	,	PUNCT
ajlm-2953	232	11	schmit	schmit	PROPN
ajlm-2953	232	12	jc	jc	PROPN
ajlm-2953	232	13	,	,	PUNCT
ajlm-2953	232	14	et	et	PROPN
ajlm-2953	232	15	al	al	PROPN
ajlm-2953	232	16	.	.	PUNCT
ajlm-2953	233	1	long	long	ADJ
ajlm-2953	233	2	-	-	PUNCT
ajlm-2953	233	3	term	term	NOUN
ajlm-2953	233	4	stability	stability	NOUN
ajlm-2953	233	5	of	of	ADP
ajlm-2953	233	6	human	human	ADJ
ajlm-2953	233	7	immunodeficiency	immunodeficiency	NOUN
ajlm-2953	233	8	virus	virus	NOUN
ajlm-2953	233	9	viral	viral	ADJ
ajlm-2953	233	10	load	load	NOUN
ajlm-2953	233	11	and	and	CCONJ
ajlm-2953	233	12	infectivity	infectivity	NOUN
ajlm-2953	233	13	in	in	ADP
ajlm-2953	233	14	whole	whole	ADJ
ajlm-2953	233	15	blood	blood	NOUN
ajlm-2953	233	16	.	.	PUNCT
ajlm-2953	234	1	eur	eur	PROPN
ajlm-2953	234	2	j	j	PROPN
ajlm-2953	234	3	clin	clin	PROPN
ajlm-2953	234	4	invest	invest	PROPN
ajlm-2953	234	5	.	.	PUNCT
ajlm-2953	235	1	1999;29(5):445–452	1999;29(5):445–452	NUM
ajlm-2953	235	2	.	.	PUNCT
ajlm-2953	235	3	https://doi.org/10.1046/j.1365-2362.1999.00462.x	https://doi.org/10.1046/j.1365-2362.1999.00462.x	NOUN
ajlm-2953	235	4	bonner	bonner	PROPN
ajlm-2953	236	1	k	k	NOUN
ajlm-2953	236	2	,	,	PUNCT
ajlm-2953	236	3	siemieniuk	siemieniuk	PROPN
ajlm-2953	236	4	ra	ra	PROPN
ajlm-2953	236	5	,	,	PUNCT
ajlm-2953	236	6	boozary	boozary	VERB
ajlm-2953	236	7	a	a	PRON
ajlm-2953	236	8	,	,	PUNCT
ajlm-2953	236	9	roberts	roberts	PROPN
ajlm-2953	236	10	t	t	PROPN
ajlm-2953	236	11	,	,	PUNCT
ajlm-2953	236	12	fajardo	fajardo	PROPN
ajlm-2953	236	13	e	e	PROPN
ajlm-2953	236	14	,	,	PUNCT
ajlm-2953	236	15	cohn	cohn	PROPN
ajlm-2953	236	16	j.	j.	PROPN
ajlm-2953	236	17	expanding	expand	VERB
ajlm-2953	236	18	access	access	NOUN
ajlm-2953	236	19	to	to	ADP
ajlm-2953	236	20	hiv	hiv	PROPN
ajlm-2953	236	21	viral	viral	ADJ
ajlm-2953	236	22	load	load	NOUN
ajlm-2953	236	23	testing	testing	NOUN
ajlm-2953	236	24	:	:	PUNCT
ajlm-2953	236	25	a	a	DET
ajlm-2953	236	26	systematic	systematic	ADJ
ajlm-2953	236	27	review	review	NOUN
ajlm-2953	236	28	of	of	ADP
ajlm-2953	236	29	rna	rna	NOUN
ajlm-2953	236	30	stability	stability	NOUN
ajlm-2953	236	31	in	in	ADP
ajlm-2953	236	32	edta	edta	NOUN
ajlm-2953	236	33	tubes	tube	NOUN
ajlm-2953	236	34	and	and	CCONJ
ajlm-2953	236	35	ppt	ppt	PROPN
ajlm-2953	236	36	beyond	beyond	ADP
ajlm-2953	236	37	current	current	ADJ
ajlm-2953	236	38	time	time	NOUN
ajlm-2953	236	39	and	and	CCONJ
ajlm-2953	236	40	temperature	temperature	NOUN
ajlm-2953	236	41	thresholds	threshold	NOUN
ajlm-2953	236	42	.	.	PUNCT
ajlm-2953	237	1	plos	plos	PROPN
ajlm-2953	237	2	one	one	NUM
ajlm-2953	237	3	.	.	PUNCT
ajlm-2953	238	1	2014;9(12):e113813	2014;9(12):e113813	NUM
ajlm-2953	238	2	.	.	PUNCT
ajlm-2953	238	3	https://doi.org/10.1371/journal.pone.0113813	https://doi.org/10.1371/journal.pone.0113813	PROPN
ajlm-2953	238	4	coetzee	coetzee	PROPN
ajlm-2953	238	5	lm	lm	PROPN
ajlm-2953	238	6	,	,	PUNCT
ajlm-2953	238	7	cassim	cassim	NOUN
ajlm-2953	238	8	n	n	CCONJ
ajlm-2953	238	9	,	,	PUNCT
ajlm-2953	238	10	glencross	glencross	ADJ
ajlm-2953	238	11	dk	dk	X
ajlm-2953	238	12	.	.	PUNCT
ajlm-2953	238	13	newly	newly	ADV
ajlm-2953	238	14	implemented	implement	VERB
ajlm-2953	238	15	community	community	NOUN
ajlm-2953	238	16	cd4	cd4	PROPN
ajlm-2953	238	17	service	service	NOUN
ajlm-2953	238	18	in	in	ADP
ajlm-2953	238	19	tshwaragano	tshwaragano	PROPN
ajlm-2953	238	20	,	,	PUNCT
ajlm-2953	238	21	northern	northern	ADJ
ajlm-2953	238	22	cape	cape	PROPN
ajlm-2953	238	23	province	province	NOUN
ajlm-2953	238	24	,	,	PUNCT
ajlm-2953	238	25	south	south	PROPN
ajlm-2953	238	26	africa	africa	PROPN
ajlm-2953	238	27	,	,	PUNCT
ajlm-2953	238	28	positively	positively	ADV
ajlm-2953	238	29	impacts	impact	VERB
ajlm-2953	238	30	result	result	VERB
ajlm-2953	238	31	turn	turn	NOUN
ajlm-2953	238	32	-	-	PUNCT
ajlm-2953	238	33	around	around	ADP
ajlm-2953	238	34	time	time	NOUN
ajlm-2953	238	35	.	.	PUNCT
ajlm-2953	239	1	afr	afr	PROPN
ajlm-2953	239	2	j	j	PROPN
ajlm-2953	239	3	lab	lab	PROPN
ajlm-2953	239	4	med	med	PROPN
ajlm-2953	239	5	.	.	PUNCT
ajlm-2953	240	1	2022;11(1	2022;11(1	NUM
ajlm-2953	240	2	):	):	PUNCT
ajlm-2953	241	1	1376	1376	NUM
ajlm-2953	241	2	.	.	PUNCT
ajlm-2953	242	1	https://doi.org/10.4102/ajlm.v11i1.1376	https://doi.org/10.4102/ajlm.v11i1.1376	NOUN
ajlm-2953	242	2	dawande	dawande	VERB
ajlm-2953	242	3	pp	pp	ADV
ajlm-2953	242	4	,	,	PUNCT
ajlm-2953	242	5	wankhade	wankhade	NOUN
ajlm-2953	242	6	rs	rs	NOUN
ajlm-2953	242	7	,	,	PUNCT
ajlm-2953	242	8	akhtar	akhtar	PROPN
ajlm-2953	242	9	fi	fi	NOUN
ajlm-2953	242	10	,	,	PUNCT
ajlm-2953	242	11	noman	noman	PROPN
ajlm-2953	242	12	o.	o.	PROPN
ajlm-2953	242	13	turnaround	turnaround	PROPN
ajlm-2953	242	14	time	time	NOUN
ajlm-2953	242	15	:	:	PUNCT
ajlm-2953	242	16	an	an	DET
ajlm-2953	242	17	efficacy	efficacy	NOUN
ajlm-2953	242	18	measure	measure	NOUN
ajlm-2953	242	19	for	for	ADP
ajlm-2953	242	20	medical	medical	ADJ
ajlm-2953	242	21	laboratories	laboratory	NOUN
ajlm-2953	242	22	.	.	PUNCT
ajlm-2953	243	1	cureus	cureus	NOUN
ajlm-2953	243	2	.	.	PUNCT
ajlm-2953	244	1	2022;14(9):e28824	2022;14(9):e28824	X
ajlm-2953	244	2	.	.	PUNCT
ajlm-2953	244	3	https://doi.org/10.7759/cureus.28824	https://doi.org/10.7759/cureus.28824	NOUN
ajlm-2953	244	4	girdwood	girdwood	PROPN
ajlm-2953	244	5	sj	sj	PROPN
ajlm-2953	244	6	,	,	PUNCT
ajlm-2953	244	7	crompton	crompton	PROPN
ajlm-2953	244	8	t	t	PROPN
ajlm-2953	244	9	,	,	PUNCT
ajlm-2953	244	10	cassim	cassim	NOUN
ajlm-2953	244	11	n	n	CCONJ
ajlm-2953	244	12	,	,	PUNCT
ajlm-2953	244	13	et	et	PROPN
ajlm-2953	244	14	al	al	PROPN
ajlm-2953	244	15	.	.	PUNCT
ajlm-2953	245	1	optimising	optimise	VERB
ajlm-2953	245	2	courier	courier	NOUN
ajlm-2953	245	3	specimen	speciman	NOUN
ajlm-2953	245	4	collection	collection	NOUN
ajlm-2953	245	5	time	time	NOUN
ajlm-2953	245	6	improves	improve	VERB
ajlm-2953	245	7	patient	patient	ADJ
ajlm-2953	245	8	access	access	NOUN
ajlm-2953	245	9	to	to	ADP
ajlm-2953	245	10	hiv	hiv	PROPN
ajlm-2953	245	11	viral	viral	ADJ
ajlm-2953	245	12	load	load	NOUN
ajlm-2953	245	13	testing	testing	NOUN
ajlm-2953	245	14	in	in	ADP
ajlm-2953	245	15	south	south	PROPN
ajlm-2953	245	16	africa	africa	PROPN
ajlm-2953	245	17	.	.	PUNCT
ajlm-2953	246	1	afr	afr	PROPN
ajlm-2953	246	2	j	j	PROPN
ajlm-2953	246	3	lab	lab	PROPN
ajlm-2953	246	4	med	med	PROPN
ajlm-2953	246	5	.	.	PUNCT
ajlm-2953	247	1	2022;11(1	2022;11(1	NUM
ajlm-2953	247	2	):	):	PUNCT
ajlm-2953	247	3	1725	1725	NUM
ajlm-2953	247	4	.	.	PUNCT
ajlm-2953	248	1	https://doi.org/10.4102/ajlm.v11i1.1725	https://doi.org/10.4102/ajlm.v11i1.1725	DET
ajlm-2953	248	2	kleiboeker	kleiboeker	PROPN
ajlm-2953	248	3	sb	sb	PROPN
ajlm-2953	248	4	.	.	PROPN
ajlm-2953	248	5	quantitative	quantitative	ADJ
ajlm-2953	248	6	assessment	assessment	NOUN
ajlm-2953	248	7	of	of	ADP
ajlm-2953	248	8	the	the	DET
ajlm-2953	248	9	effect	effect	NOUN
ajlm-2953	248	10	of	of	ADP
ajlm-2953	248	11	uracil	uracil	VERB
ajlm-2953	248	12	-	-	PUNCT
ajlm-2953	248	13	dna	dna	PROPN
ajlm-2953	248	14	glycosylase	glycosylase	NOUN
ajlm-2953	248	15	on	on	ADP
ajlm-2953	248	16	amplicon	amplicon	NOUN
ajlm-2953	248	17	dna	dna	PROPN
ajlm-2953	248	18	degradation	degradation	NOUN
ajlm-2953	248	19	and	and	CCONJ
ajlm-2953	248	20	rna	rna	NOUN
ajlm-2953	248	21	amplification	amplification	NOUN
ajlm-2953	248	22	in	in	ADP
ajlm-2953	248	23	reverse	reverse	ADJ
ajlm-2953	248	24	transcription	transcription	NOUN
ajlm-2953	248	25	-	-	PUNCT
ajlm-2953	248	26	pcr	pcr	NOUN
ajlm-2953	248	27	.	.	PUNCT
ajlm-2953	249	1	virol	virol	PROPN
ajlm-2953	249	2	j.	j.	PROPN
ajlm-2953	249	3	2005;2:29	2005;2:29	PROPN
ajlm-2953	249	4	.	.	PUNCT
ajlm-2953	250	1	https://doi.org/10.1186/1743-422x-2-29	https://doi.org/10.1186/1743-422x-2-29	X
ajlm-2953	250	2	li	li	PROPN
ajlm-2953	250	3	jz	jz	PROPN
ajlm-2953	250	4	,	,	PUNCT
ajlm-2953	250	5	gallien	gallien	PROPN
ajlm-2953	250	6	s	s	PROPN
ajlm-2953	250	7	,	,	PUNCT
ajlm-2953	250	8	do	do	AUX
ajlm-2953	250	9	td	td	NOUN
ajlm-2953	250	10	,	,	PUNCT
ajlm-2953	250	11	et	et	PROPN
ajlm-2953	250	12	al	al	PROPN
ajlm-2953	250	13	.	.	PUNCT
ajlm-2953	251	1	prevalence	prevalence	NOUN
ajlm-2953	251	2	and	and	CCONJ
ajlm-2953	251	3	significance	significance	NOUN
ajlm-2953	251	4	of	of	ADP
ajlm-2953	251	5	hiv-1	hiv-1	PUNCT
ajlm-2953	251	6	drug	drug	NOUN
ajlm-2953	251	7	resistance	resistance	NOUN
ajlm-2953	251	8	mutations	mutation	NOUN
ajlm-2953	251	9	among	among	ADP
ajlm-2953	251	10	patients	patient	NOUN
ajlm-2953	251	11	on	on	ADP
ajlm-2953	251	12	antiretroviral	antiretroviral	ADJ
ajlm-2953	251	13	therapy	therapy	NOUN
ajlm-2953	251	14	with	with	ADP
ajlm-2953	251	15	detectable	detectable	ADJ
ajlm-2953	251	16	low	low	ADJ
ajlm-2953	251	17	-	-	PUNCT
ajlm-2953	251	18	level	level	NOUN
ajlm-2953	251	19	viremia	viremia	NOUN
ajlm-2953	251	20	.	.	PUNCT
ajlm-2953	252	1	antimicrob	antimicrob	PROPN
ajlm-2953	252	2	agents	agent	NOUN
ajlm-2953	252	3	chemother	chemother	PROPN
ajlm-2953	252	4	2012;56:5998–6000	2012;56:5998–6000	PROPN
ajlm-2953	252	5	.	.	PUNCT
ajlm-2953	253	1	https://doi.org/10.1128/aac.01217-12	https://doi.org/10.1128/aac.01217-12	PROPN
ajlm-2953	253	2	hermans	herman	VERB
ajlm-2953	253	3	le	le	PROPN
ajlm-2953	253	4	,	,	PUNCT
ajlm-2953	253	5	moorhouse	moorhouse	PROPN
ajlm-2953	253	6	m	m	PROPN
ajlm-2953	253	7	,	,	PUNCT
ajlm-2953	253	8	carmona	carmona	PROPN
ajlm-2953	253	9	s	s	PROPN
ajlm-2953	253	10	,	,	PUNCT
ajlm-2953	253	11	et	et	PROPN
ajlm-2953	253	12	al	al	PROPN
ajlm-2953	253	13	.	.	PROPN
ajlm-2953	253	14	effect	effect	NOUN
ajlm-2953	253	15	of	of	ADP
ajlm-2953	253	16	hiv-1	hiv-1	PUNCT
ajlm-2953	253	17	low	low	ADJ
ajlm-2953	253	18	-	-	PUNCT
ajlm-2953	253	19	level	level	NOUN
ajlm-2953	253	20	viraemia	viraemia	NOUN
ajlm-2953	253	21	during	during	ADP
ajlm-2953	253	22	antiretroviral	antiretroviral	ADJ
ajlm-2953	253	23	therapy	therapy	NOUN
ajlm-2953	253	24	on	on	ADP
ajlm-2953	253	25	treatment	treatment	NOUN
ajlm-2953	253	26	outcomes	outcome	NOUN
ajlm-2953	253	27	in	in	ADP
ajlm-2953	253	28	who	who	PRON
ajlm-2953	253	29	-	-	PUNCT
ajlm-2953	253	30	guided	guide	VERB
ajlm-2953	253	31	south	south	ADJ
ajlm-2953	253	32	african	african	ADJ
ajlm-2953	253	33	treatment	treatment	NOUN
ajlm-2953	253	34	programmes	programme	NOUN
ajlm-2953	253	35	:	:	PUNCT
ajlm-2953	253	36	a	a	DET
ajlm-2953	253	37	multicentre	multicentre	NOUN
ajlm-2953	253	38	cohort	cohort	NOUN
ajlm-2953	253	39	study	study	NOUN
ajlm-2953	253	40	.	.	PUNCT
ajlm-2953	254	1	lancet	lancet	PROPN
ajlm-2953	254	2	infect	infect	PROPN
ajlm-2953	254	3	dis	dis	PROPN
ajlm-2953	254	4	.	.	PUNCT
ajlm-2953	255	1	2018;18(2):188–197	2018;18(2):188–197	X
ajlm-2953	255	2	.	.	PUNCT
ajlm-2953	255	3	https://doi.org/10.1016/s1473-3099(17)30681-3	https://doi.org/10.1016/s1473-3099(17)30681-3	PROPN
ajlm-2953	255	4	ryscavage	ryscavage	NOUN
ajlm-2953	255	5	p	p	PROPN
ajlm-2953	255	6	,	,	PUNCT
ajlm-2953	255	7	kelly	kelly	PROPN
ajlm-2953	255	8	s	s	PROPN
ajlm-2953	255	9	,	,	PUNCT
ajlm-2953	255	10	li	li	PROPN
ajlm-2953	255	11	jz	jz	PROPN
ajlm-2953	255	12	,	,	PUNCT
ajlm-2953	255	13	harrigan	harrigan	PROPN
ajlm-2953	255	14	pr	pr	PROPN
ajlm-2953	255	15	,	,	PUNCT
ajlm-2953	255	16	taiwo	taiwo	PROPN
ajlm-2953	255	17	b.	b.	PROPN
ajlm-2953	255	18	significance	significance	NOUN
ajlm-2953	255	19	and	and	CCONJ
ajlm-2953	255	20	clinical	clinical	ADJ
ajlm-2953	255	21	management	management	NOUN
ajlm-2953	255	22	of	of	ADP
ajlm-2953	255	23	persistent	persistent	ADJ
ajlm-2953	255	24	low	low	ADJ
ajlm-2953	255	25	-	-	PUNCT
ajlm-2953	255	26	level	level	NOUN
ajlm-2953	255	27	viremia	viremia	NOUN
ajlm-2953	255	28	and	and	CCONJ
ajlm-2953	255	29	very	very	ADV
ajlm-2953	255	30	-	-	PUNCT
ajlm-2953	255	31	low	low	ADJ
ajlm-2953	255	32	-	-	PUNCT
ajlm-2953	255	33	level	level	NOUN
ajlm-2953	255	34	viremia	viremia	NOUN
ajlm-2953	255	35	in	in	ADP
ajlm-2953	255	36	hiv-1infected	hiv-1infecte	VERB
ajlm-2953	255	37	patients	patient	NOUN
ajlm-2953	255	38	.	.	PUNCT
ajlm-2953	256	1	antimicrob	antimicrob	PROPN
ajlm-2953	256	2	agents	agents	PROPN
ajlm-2953	256	3	chemother	chemother	PROPN
ajlm-2953	256	4	.	.	PUNCT
ajlm-2953	257	1	2014;58(7):3585–3598	2014;58(7):3585–3598	VERB
ajlm-2953	257	2	.	.	PUNCT
ajlm-2953	258	1	https://doi.org/10.1128/aac.00076-14	https://doi.org/10.1128/aac.00076-14	ADJ
ajlm-2953	258	2	vardhanabhuti	vardhanabhuti	PROPN
ajlm-2953	258	3	s	s	PART
ajlm-2953	258	4	,	,	PUNCT
ajlm-2953	258	5	taiwo	taiwo	PROPN
ajlm-2953	258	6	b	b	PROPN
ajlm-2953	258	7	,	,	PUNCT
ajlm-2953	258	8	kuritzkes	kuritzkes	PROPN
ajlm-2953	258	9	dr	dr	PROPN
ajlm-2953	258	10	,	,	PUNCT
ajlm-2953	258	11	eron	eron	PROPN
ajlm-2953	258	12	jj	jj	PROPN
ajlm-2953	258	13	jr	jr	PROPN
ajlm-2953	258	14	,	,	PUNCT
ajlm-2953	258	15	bosch	bosch	PROPN
ajlm-2953	258	16	rj	rj	PROPN
ajlm-2953	258	17	.	.	PUNCT
ajlm-2953	259	1	phylogenetic	phylogenetic	ADJ
ajlm-2953	259	2	evidence	evidence	NOUN
ajlm-2953	259	3	of	of	ADP
ajlm-2953	259	4	hiv-1	hiv-1	X
ajlm-2953	259	5	sequence	sequence	NOUN
ajlm-2953	259	6	evolution	evolution	NOUN
ajlm-2953	259	7	in	in	ADP
ajlm-2953	259	8	subjects	subject	NOUN
ajlm-2953	259	9	with	with	ADP
ajlm-2953	259	10	persistent	persistent	ADJ
ajlm-2953	259	11	low	low	ADJ
ajlm-2953	259	12	-	-	PUNCT
ajlm-2953	259	13	level	level	NOUN
ajlm-2953	259	14	viraemia	viraemia	NOUN
ajlm-2953	259	15	.	.	PUNCT
ajlm-2953	260	1	antivir	antivir	PROPN
ajlm-2953	260	2	ther	ther	ADV
ajlm-2953	260	3	.	.	PUNCT
ajlm-2953	261	1	2015;20:73–76	2015;20:73–76	NUM
ajlm-2953	261	2	.	.	PUNCT
ajlm-2953	262	1	https://doi.org/10.3851/imp2772	https://doi.org/10.3851/imp2772	PROPN
ajlm-2953	262	2	world	world	PROPN
ajlm-2953	262	3	health	health	NOUN
ajlm-2953	262	4	organization	organization	NOUN
ajlm-2953	262	5	.	.	PUNCT
ajlm-2953	263	1	who	who	PRON
ajlm-2953	263	2	recommendations	recommendation	VERB
ajlm-2953	263	3	[	[	PUNCT
ajlm-2953	263	4	homepage	homepage	NOUN
ajlm-2953	263	5	on	on	ADP
ajlm-2953	263	6	the	the	DET
ajlm-2953	263	7	internet	internet	NOUN
ajlm-2953	263	8	]	]	PUNCT
ajlm-2953	263	9	.	.	PUNCT
ajlm-2953	264	1	2013	2013	NUM
ajlm-2953	264	2	.	.	PUNCT
ajlm-2953	265	1	[	[	X
ajlm-2953	265	2	cited	cite	VERB
ajlm-2953	265	3	2025	2025	NUM
ajlm-2953	265	4	feb	feb	NOUN
ajlm-2953	265	5	12	12	NUM
ajlm-2953	265	6	]	]	PUNCT
ajlm-2953	265	7	.	.	PUNCT
ajlm-2953	266	1	available	available	ADJ
ajlm-2953	266	2	from	from	ADP
ajlm-2953	266	3	:	:	PUNCT
ajlm-2953	266	4	https://www.who.int/publications	https://www.who.int/publications	PROPN
ajlm-2953	266	5	mashele	mashele	PROPN
ajlm-2953	266	6	v	v	PROPN
ajlm-2953	266	7	,	,	PUNCT
ajlm-2953	266	8	marincowitz	marincowitz	PROPN
ajlm-2953	266	9	gjo	gjo	PROPN
ajlm-2953	266	10	,	,	PUNCT
ajlm-2953	266	11	marincowitz	marincowitz	PROPN
ajlm-2953	266	12	c.	c.	PROPN
ajlm-2953	266	13	factors	factor	NOUN
ajlm-2953	266	14	influencing	influence	VERB
ajlm-2953	266	15	adherence	adherence	NOUN
ajlm-2953	266	16	to	to	ADP
ajlm-2953	266	17	antiretroviral	antiretroviral	ADJ
ajlm-2953	266	18	therapy	therapy	NOUN
ajlm-2953	266	19	among	among	ADP
ajlm-2953	266	20	young	young	ADJ
ajlm-2953	266	21	adults	adult	NOUN
ajlm-2953	266	22	in	in	ADP
ajlm-2953	266	23	limpopo	limpopo	PROPN
ajlm-2953	266	24	province	province	PROPN
ajlm-2953	266	25	.	.	PUNCT
ajlm-2953	267	1	s	s	PROPN
ajlm-2953	267	2	afr	afr	PROPN
ajlm-2953	267	3	fam	fam	PROPN
ajlm-2953	267	4	pract	pract	PROPN
ajlm-2953	267	5	.	.	PUNCT
ajlm-2953	268	1	2024;66(1):e1	2024;66(1):e1	NUM
ajlm-2953	268	2	–	–	PUNCT
ajlm-2953	268	3	e6	e6	NOUN
ajlm-2953	268	4	.	.	PUNCT
ajlm-2953	269	1	https://doi.org/10.4102/safp.v66i1.5973	https://doi.org/10.4102/safp.v66i1.5973	NUM
ajlm-2953	269	2	nhlongolwane	nhlongolwane	PROPN
ajlm-2953	269	3	n	n	NOUN
ajlm-2953	269	4	,	,	PUNCT
ajlm-2953	269	5	shonisani	shonisani	ADJ
ajlm-2953	269	6	t.	t.	NOUN
ajlm-2953	269	7	predictors	predictor	NOUN
ajlm-2953	269	8	and	and	CCONJ
ajlm-2953	269	9	barriers	barrier	NOUN
ajlm-2953	269	10	associated	associate	VERB
ajlm-2953	269	11	with	with	ADP
ajlm-2953	269	12	non	non	NOUN
ajlm-2953	269	13	-	-	NOUN
ajlm-2953	269	14	adherence	adherence	NOUN
ajlm-2953	269	15	to	to	ADP
ajlm-2953	269	16	art	art	NOUN
ajlm-2953	269	17	by	by	ADP
ajlm-2953	269	18	people	people	NOUN
ajlm-2953	269	19	living	live	VERB
ajlm-2953	269	20	with	with	ADP
ajlm-2953	269	21	hiv	hiv	PROPN
ajlm-2953	269	22	and	and	CCONJ
ajlm-2953	269	23	aids	aid	NOUN
ajlm-2953	269	24	in	in	ADP
ajlm-2953	269	25	a	a	DET
ajlm-2953	269	26	selected	select	VERB
ajlm-2953	269	27	local	local	ADJ
ajlm-2953	269	28	municipality	municipality	NOUN
ajlm-2953	269	29	of	of	ADP
ajlm-2953	269	30	limpopo	limpopo	PROPN
ajlm-2953	269	31	province	province	PROPN
ajlm-2953	269	32	,	,	PUNCT
ajlm-2953	269	33	south	south	PROPN
ajlm-2953	269	34	africa	africa	PROPN
ajlm-2953	269	35	.	.	PUNCT
ajlm-2953	270	1	open	open	PROPN
ajlm-2953	270	2	aids	aids	PROPN
ajlm-2953	270	3	j.	j.	PROPN
ajlm-2953	270	4	2023;17(1):1–8	2023;17(1):1–8	PROPN
ajlm-2953	270	5	.	.	PUNCT
ajlm-2953	271	1	https://doi.org/10.2174/18746136-v17-230726-2023-2	https://doi.org/10.2174/18746136-v17-230726-2023-2	NOUN
ajlm-2953	271	2	drain	drain	NOUN
ajlm-2953	271	3	pk	pk	PROPN
ajlm-2953	271	4	,	,	PUNCT
ajlm-2953	271	5	dorward	dorward	PROPN
ajlm-2953	271	6	j	j	PROPN
ajlm-2953	271	7	,	,	PUNCT
ajlm-2953	271	8	bender	bender	PROPN
ajlm-2953	271	9	a	a	X
ajlm-2953	271	10	,	,	PUNCT
ajlm-2953	271	11	et	et	PROPN
ajlm-2953	271	12	al	al	PROPN
ajlm-2953	271	13	.	.	PUNCT
ajlm-2953	271	14	point	point	PROPN
ajlm-2953	271	15	-	-	PUNCT
ajlm-2953	271	16	of	of	ADP
ajlm-2953	271	17	-	-	PUNCT
ajlm-2953	271	18	care	care	NOUN
ajlm-2953	271	19	hiv	hiv	PROPN
ajlm-2953	271	20	viral	viral	ADJ
ajlm-2953	271	21	load	load	NOUN
ajlm-2953	271	22	testing	testing	NOUN
ajlm-2953	271	23	:	:	PUNCT
ajlm-2953	271	24	an	an	DET
ajlm-2953	271	25	essential	essential	ADJ
ajlm-2953	271	26	tool	tool	NOUN
ajlm-2953	271	27	for	for	ADP
ajlm-2953	271	28	a	a	DET
ajlm-2953	271	29	sustainable	sustainable	ADJ
ajlm-2953	271	30	global	global	ADJ
ajlm-2953	271	31	hiv	hiv	PROPN
ajlm-2953	271	32	/	/	SYM
ajlm-2953	271	33	aids	aids	PROPN
ajlm-2953	271	34	response	response	NOUN
ajlm-2953	271	35	.	.	PUNCT
ajlm-2953	272	1	clin	clin	PROPN
ajlm-2953	272	2	microbiol	microbiol	PROPN
ajlm-2953	272	3	rev	rev	VERB
ajlm-2953	272	4	.	.	PUNCT
ajlm-2953	273	1	2019;32(3):e00097	2019;32(3):e00097	NUM
ajlm-2953	273	2	–	–	PUNCT
ajlm-2953	273	3	e000918	e000918	NOUN
ajlm-2953	273	4	.	.	PUNCT
ajlm-2953	274	1	https://doi.org/10.1128/cmr.00097-18	https://doi.org/10.1128/cmr.00097-18	NOUN