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Record W4417507998 · doi:10.1080/09540121.2025.2598795

“It’s a very, very thorny issue … ”: healthcare providers’ experiences, challenges, and insights on HIV status disclosure to children and adolescents living with HIV from across 12 African countries

2025· article· en· W4417507998 on OpenAlexafffund
Agnes Ronan, Lesley Gittings, Luann Hatane, Wole Ameyan, Lana Mamika, Christina A. Laurenzi

Bibliographic record

VenueAIDS Care · 2025
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsWestern UniversityChild, Adolescent and Family Mental Health
FundersSocial Sciences and Humanities Research Council of CanadaELMA Foundation
KeywordsPsychosocialStigma (botany)Health careHuman immunodeficiency virus (HIV)SummitDeveloping country

Abstract

fetched live from OpenAlex

Knowing one's HIV status is associated with better outcomes for children and adolescents living with HIV (CALHIV). The World Health Organization (2021) recommends that adolescents be counselled about the potential benefits and risks of disclosing their HIV status. CALHIV who are fully disclosed to by an appropriate age have better retention in care and better psychosocial outcomes. Most disclosures occur in health system settings, with healthcare providers playing a key role in the disclosure process. This study draws on insights from participants in the Paediatric-Adolescent Treatment Africa (PATA) Summit - a convening of healthcare providers caring for CALHIV. The study explores disclosure-related experiences under three primary themes: (1) perspectives on managing patients and families; (2) healthcare provider skills in facilitating disclosure; and (3) foundations for healthy disclosure. Cross-cutting issues included the importance of developmentally appropriate communication, balancing risks and benefits, addressing stigma, and strengthening pre- and post-disclosure support. Findings were mapped onto a socioecological model that identified barriers and facilitators at the child/adolescent, caregiver/family, healthcare provider, and community levels. Stigma and the temporal nature of disclosure were cross-cutting across all levels. Findings highlight the multifaceted nature of disclosure and the necessity for a coordinated, multisectoral approach that extends beyond health facilities.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.013
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0110.007
Scholarly communication0.0050.005
Open science0.0010.008
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.306
Teacher spread0.292 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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