{"id":"W4417536412","doi":"10.1136/bmjgh-2024-018219","title":"Forced vaginal sex and genital immune correlates of HIV risk: a prospective study of female sex workers in Kenya","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; European and Developing Countries Clinical Trials Partnership; Canadian Institutes of Health Research; European Commission","keywords":"Human immunodeficiency virus (HIV); Prospective cohort study; Female sex; Vagina; Sex work; Sex workers; Female circumcision; Proinflammatory cytokine","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":[0.0005150695,0.0004330354,0.0003376273,0.0004589853,0.001159108,0.0005644081,0.0004514167,0.0006427988,0.001590063],"category_scores_gemma":[0.001027914,0.0006155989,0.0003053944,0.0007472289,0.0003867076,0.0004473346,0.000574509,0.0006723903,0.0002465124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742247,"about_ca_system_score_gemma":0.0004810466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03259702,"about_ca_topic_score_gemma":0.05803777,"domain_scores_codex":[0.9996771,0.00008226741,0.00002450211,0.00007385425,0.00006436493,0.00007793529],"domain_scores_gemma":[0.9996244,0.0000439473,0.0001512511,0.00002446171,0.0000430787,0.0001128021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004319684,0.00003212539,0.9990054,0.00001083468,0.0000202418,0.00006420787,0.0002453659,0.000005053997,0.0001690049,0.000004818696,0.00004473413,0.0003550035],"study_design_scores_gemma":[0.0000048185,0.00007163372,0.9991381,0.00001419367,0.00001133752,0.0001290329,0.0005061284,0.00002275767,0.00001379647,0.000004057077,0.00008169437,0.00000243889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991191,0.0003013854,0.00003301796,0.00003250985,0.000003565464,0.00001811573,0.0003230321,9.056483e-7,0.0001684637],"genre_scores_gemma":[0.9993049,0.0002209521,0.00007930976,0.00003065135,0.000004030913,0.00002097755,0.0001806934,9.212691e-7,0.0001574714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259702,"threshold_uncertainty_score":0.06481463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134593248499242,"score_gpt":0.3645128446354581,"score_spread":0.3531669121504656,"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."}}