{"id":"W4415033515","doi":"10.1177/09564624251385055","title":"Findings from a participatory mapping study to increase HIV and STI testing with female sex professionals in Pointe Noire, Congo","year":2025,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Grand Challenges Canada; Canada Research Chairs","keywords":"Human immunodeficiency virus (HIV); Female sex; Odds; Sex work; Odds ratio; Test (biology); Psychological intervention; Intervention (counseling)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008593278,0.0005557653,0.0004674873,0.0007103769,0.004051789,0.001014387,0.0007683556,0.0006483622,0.001840838],"category_scores_gemma":[0.008883174,0.0003027669,0.0003244826,0.0008495071,0.00153565,0.0007142322,0.002902749,0.0006295564,0.0001586203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00333253,"about_ca_system_score_gemma":0.005801006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04955994,"about_ca_topic_score_gemma":0.09619945,"domain_scores_codex":[0.9947006,0.004056647,0.0001389719,0.0003379478,0.0001953975,0.0005704642],"domain_scores_gemma":[0.9945245,0.003379687,0.0007530077,0.0002055711,0.0006378305,0.0004994862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009692536,0.002143058,0.2449339,0.002874014,0.0001729588,0.003379664,0.6377357,0.0005751955,0.005711023,0.001658324,0.003174133,0.09667277],"study_design_scores_gemma":[0.0002292851,0.002646253,0.5147436,0.001652356,0.0002386758,0.0008962107,0.4588045,0.0006971115,0.002022421,0.001038313,0.01695033,0.00008080817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917871,0.0004813382,0.001264502,0.001055527,0.00001564719,0.001509041,0.0004599644,0.000009639217,0.003417192],"genre_scores_gemma":[0.9915317,0.0004496788,0.002988734,0.0005660721,0.000008666715,0.003261017,0.0001467058,0.000005172349,0.001042255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04955994,"threshold_uncertainty_score":0.09854299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921737506385328,"score_gpt":0.3679549558834227,"score_spread":0.3287375808195694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}