Integrated Cognitive-Behavioral Therapy for Social Anxiety and HIV/STI Prevention for Gay and Bisexual Men: A Pilot Intervention Trial
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Given the alarmingly high HIV and sexually transmitted infection (STI) incidence among gay and bisexual men (GBM) worldwide, there is a critical need for HIV prevention interventions specifically for GBM. Social anxiety, or anxiety about being evaluated in interpersonal situations, is a risk factor for condomless anal sex (CAS) among GBM (e.g., Hart & Heimberg, 2005; Hart, James, Purcell, & Farber, 2008). Social anxiety may also increase substance use in sexual situations, which is another risk factor for HIV/STIs in this risk group (Semple, Strathdee, Zians, McQuaid, & Patterson, 2011). The goal of the Sexual Confidence Study was to provide initial evidence of efficacy for a 10-session integrated cognitive-behavioral therapy for social anxiety, substance use management in sexual situations, and HIV sexual risk reduction for HIV-negative GBM. Diagnostic and self-report assessments were completed at baseline, posttreatment, 3-month follow-up, and 6-month follow-up. In this open trial design, we observed a 50% reduction in engagement in HIV/STI sexual risk behavior at 6-month follow-up. We also observed large uncontrolled treatment effect sizes for reductions in social anxiety disorder and problematic alcohol use. These preliminary findings suggest that the present treatment may offer an efficient way of concurrently reducing social anxiety, problematic alcohol use, and the risk of contracting HIV and STIs via CAS with serodiscordant partners among HIV-negative GBM.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it