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Record W4415981576 · doi:10.1177/16094069251397345

Integrating Anogenital Health Care Into HIV Programs for Queer Men in Kenya: A Project Ethnography of Lateralizing Community-Led Health Service Delivery

2025· article· en· W4415981576 on OpenAlexafffundabout
Lisa Lazarus, Matthew Thomann, Samuel Anyula Gorigo, Pascal Macharia, Zipporah Mwangangi, Janvier Umira, Trevor Njoroge, Jedidah Wanjiku, Marissa Becker, Souradet Y. Shaw, Stephen Moses, Parinita Bhattacharjee, Caroline Ngunu- Gituathi, John Mathenge, Joshua Kimani, Lyle R. McKinnon, James P. Blanchard, Sushena Reza‐Paul, Robert Lorway

Bibliographic record

VenueInternational Journal of Qualitative Methods · 2025
Typearticle
Languageen
FieldMedicine
TopicFemale Genital Mutilation/Cutting Issues
Canadian institutionsUniversity of Manitoba
FundersCanadian Institutes of Health Research
KeywordsQueerHealth careService delivery frameworkReproductive healthHuman immunodeficiency virus (HIV)LesbianMen who have sex with menHealth policyHomosexuality

Abstract

fetched live from OpenAlex

Amid shifting political and funding landscapes for HIV prevention, how do we recognize the localized knowledges and skills accumulated at the grassroots, and which undergird community-led health service delivery for “key populations”? Lateralization advances an alternative implementation approach for a new generation of HIV programs that not only meets the global health policy direction of “integrative health” but also centres community insights that ground and move to democratize HIV prevention science. We argue that innovations in community-led HIV care can be leveraged towards addressing other health needs of populations who are often left behind due to criminalization and stigmatization. Gay, bisexual, and other men who have sex with men (“queer men”) have only recently begun to be included in human papillomavirus (HPV) screening and vaccination programs. However, in settings where queer men are criminalized, they continue to be left out of HPV interventions. In Nairobi, Kenya, queer men are presenting for care at extremely late stages of HPV-related anal diseases. In response, Health Options for Young Men Against STIs (HOYMAS), a community-led organization serving queer men including those who sell sex, lateralized lessons learned from their HIV program towards integrating comprehensive HPV care into their services. Beginning in 2022, HOYMAS, in collaboration with the Universities of Manitoba and Maryland and Partners for Health and Development in Africa, worked to: (1) strengthen anogenital health services in their community-run clinic through clinician assessment, treatment, and referral; (2) raise awareness on anogenital health through community discussion groups; (3) share knowledge and experiences with clinicians working in community-led organizations across the country; and (4) develop standard operating procedures and clinical reporting tools. Decades of investment in community-led infrastructure and “know-how” in responding to the HIV epidemic hold valuable lessons towards lateralizing community-led health services to address other health needs of criminalized and marginalized populations.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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: none
Teacher disagreement score0.353
Threshold uncertainty score0.848

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.334
GPT teacher head0.602
Teacher spread0.268 · 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 teacher head, 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 routes3
Has abstractyes

Explore more

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