Explaining the Presence of “Heterosexual” Female Clients of a Rapid HIV Testing Site Located in the Gay Village of Montreal, Quebec
Bibliographic record
Abstract
BACKGROUND: Increasing access and uptake of HIV testing among at-risk women is needed. Examining women's motives for visiting a community-based rapid HIV testing site (Actuel sur Rue-AsR) oriented to men who have sex with men (MSM) could offer suggestions. OBJECTIVE: To compare the "heterosexual" female and male clients of AsR, located in Montreal's (Canada) gay village, to better understand the women's particular HIV prevention and sexual health service needs. METHODS: This cross-sectional pilot study analyzed questionnaire data provided by AsR clients and staff (nurse and community agent teams) between July 2012 and November 2013. Women and men reporting only opposite-sex partners were compared with chi-square, Fisher's exact, and Kruskal-Wallis tests, as appropriate, on sociodemographics, HIV-related behaviors, motives for visiting AsR, and health service provision. RESULTS: AsR received 1901 clients. Among these, 55 women and 147 men reported only opposite-sex partners. Women were significantly younger. Significantly greater proportions of women visited AsR because no appointment was necessary (67% vs. 48%), sought testing for condom failure (18% vs. 5%), and had no regular doctor (44% vs. 27%). Both groups mainly chose AsR for the rapid test results (80% and 77%), visited it to receive the rapid HIV test (71% and 76%), and sought testing due to unprotected vaginal sex (44% and 43%). Similar proportions saw the nurse (91% and 89%), received the rapid HIV test (44% and 35%), and were linked to a medical clinic (49% and 52%), especially, to receive complete sexually transmitted infection testing (50% and 44%). CONCLUSIONS: The results of this innovative study highlight the draw of rapid HIV testing for "heterosexual" users of a site mainly targeting MSM. They also suggest that further research is warranted into the importance for this group of women clients of drop-in and linkage services, particularly given their possible lesser access to regular care.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".