Evidence map›Paper›PMID 41767358›Full record

ArticleHealth science reports2026

Identifying Subgroups of People Living With HIV in British Columbia, Canada Based on Sexually Transmitted and Blood-Borne Infection Testing and Diagnostic Laboratory Data: A Retrospective Cohort Study.

Amanda M Yonkman, Scott D Emerson, Paul Sereda, Nic Bacani, Junine Toy, Viviane D Lima, Julio S G Montaner

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In one paragraph

Article in Health science reports, 2026. 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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Amanda M YonkmanBC Center for Excellence in HIV/AIDS Vancouver Canada.ORCID https://orcid.org/0009-0000-4893-4409
Scott D EmersonBC Center for Excellence in HIV/AIDS Vancouver Canada.
Paul SeredaBC Center for Excellence in HIV/AIDS Vancouver Canada.ORCID https://orcid.org/0000-0002-6411-8089
Nic BacaniBC Center for Excellence in HIV/AIDS Vancouver Canada.
Junine ToyBC Center for Excellence in HIV/AIDS Vancouver Canada.
Viviane D LimaBC Center for Excellence in HIV/AIDS Vancouver Canada.
Julio S G MontanerBC Center for Excellence in HIV/AIDS Vancouver Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Although combination antiretroviral therapy has decreased morbidity and mortality in people living with HIV (PLWH), the prevalence of other sexually transmitted and blood-borne infections (STBBIs) is rising within this population. We used Latent Class Analysis to examine the diverse lab testing and diagnostic patterns of PLWH in British Columbia (BC), Canada to identify subpopulations of PLWH for targeted STBBI interventions. Methods: Our study population included all known PLWH with at least one STBBI lab test or diagnosis in BC between December 2003 and March 2020. Lab data were sourced from the BC Center for Excellence in HIV/AIDS Drug Treatment Program. We used Latent Class Analysis to group study participants based on lab testing and diagnostic data for gonorrhea, chlamydia, syphilis, hepatitis C virus (HCV), and hepatitis B virus (HBV). To compare the demographic compositions of each class, we used two-tailed logistic regression. Results: We assigned 9,328 study participants to one of four classes. The 2029 participants assigned to Class 1 (21.7% of our study population) tested for syphilis and HCV, with few diagnoses. Those in Class 2 ( Conclusions: We identified key subpopulations of PLWH based on STBBI testing and diagnosis. By taking a holistic approach and studying overall patterns in STBBI lab data, this work will help inform public health efforts and guide interventions targeting STBBIs.

Indexed as

HIVkey populationslaboratory testingmachine learningsexually transmitted and blood‐borne infections

Identifiers

PMID41767358
PMCPMC12936493

What OpenQuestion holds

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Registered trials

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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.