Evidence map›Paper›PMID 36962695›Full record

ArticlePLOS global public health2022

Retention on ART and viral suppression among patients in alternative models of differentiated HIV service delivery in KwaZulu-Natal, South Africa.

Altynay Shigayeva, Ntombi Gcwensa, Celiwe Dlamini Ndlovu, Nosicelo Ntumase, Scelinhlanhla Sabela, Liesbet Ohler, Laura Trivino-Duran, Ellie Ford Kamara, Khanyo Hlophe, Petros Isaakidis and 1 more

Erratum issuedOpen access · goldFull text read
In one paragraph

Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
1.3field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Observational
  3. Differentiated antiretroviral distribution: Implementation in five South African districts.African journal of primary health care & family medicine · 2025
    Article
  4. Article
  5. Article
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  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 3 institutions in 2 countries.

Altynay ShigayevaMédecins Sans Frontières-South Africa, Eshowe, South Africa.
Ntombi GcwensaMédecins Sans Frontières-South Africa, Eshowe, South Africa.
Celiwe Dlamini NdlovuMédecins Sans Frontières-South Africa, Eshowe, South Africa.ORCID https://orcid.org/0000-0002-8410-1305
Nosicelo NtumaseMédecins Sans Frontières-South Africa, Eshowe, South Africa.ORCID https://orcid.org/0000-0002-5530-5448
Scelinhlanhla SabelaMédecins Sans Frontières-South Africa, Eshowe, South Africa.
Liesbet OhlerMédecins Sans Frontières-South Africa, Eshowe, South Africa.ORCID https://orcid.org/0000-0002-3037-2302
Laura Trivino-DuranMédecins Sans Frontières-South Africa, Cape Town, South Africa.
Ellie Ford KamaraMédecins Sans Frontières-South Africa, Eshowe, South Africa.
Khanyo HlopheKing Cetshwayo District Department of Health.
Petros IsaakidisSouthern African Medical Unit, Médecins Sans Frontières, Cape Town, South Africa.ORCID https://orcid.org/0000-0002-7881-1554
Gilles Van CutsemSouthern African Medical Unit, Médecins Sans Frontières, Cape Town, South Africa.ORCID https://orcid.org/0000-0002-8972-4480
Médecins Sans Frontières · ZAUniversity of Cape Town · ZAUniversity of Ioannina · GR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Differentiated models of HIV care (DMOC) aim to improve health care efficiency. We describe outcomes of five DMOC in KwaZulu-Natal, South Africa: facility adherence clubs (facility AC) and community adherence clubs (community AC), community antiretroviral treatment (ART) groups (CAG), spaced fast lane appointments (SFLA), and community pick up points (PuP). This retrospective cohort study included 8241 eligible patients enrolled into DMOC between 1/1/2012 and 31/12/2018. We assessed retention in DMOC and on ART, and viral load suppression (<1000 copies/mL). Kaplan-Meier techniques were applied to describe crude retention. Mixed effects parametric survival models with Weibull distribution and clustering on health center and individual levels were used to assess predictors for ART and DMOC attrition, and VL rebound (≥1000 copies/mL). Overall DMOC retention was 85%, 80%, and 76% at 12, 24 and 36 months. ART retention at 12, 24 and 36 months was 96%, 93%, 90%. Overall incidence rate of VL rebound was 1.9 episodes per 100 person-years. VL rebound rate was 4.9 episodes per 100 person-years among those enrolled in 2012-2015, and 0.8 episodes per 100 person-years among those enrolled in 2016-2018 (RR 0.12; 95% CI, 0.09-0.15, p<0.001). Prevalence of confirmed virological failure was 0.6% (38/6113). Predictors of attrition from DMOC and from ART were male gender, younger age, shorter duration on ART before enrollment. Low level viremia (>200-399 copies/mL) was associated with higher hazards of VL rebound and attrition from ART. Concurrent implementation of several DMOC in a large ART program is feasible and can achieve sustained retention on ART and VL suppression.

Identifiers

PMID36962695
PMCPMC10021436
OpenAlexW4311439595

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read137
identifiers read11
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.