{"id":"W2323758681","doi":"10.1136/sextrans-2011-050109.101","title":"O2-S6.05 Sexual violence against men who have sex with men and transgenders (MSM-T) in southern India","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Men who have sex with men; Medicine; Demography; Sex work; Logistic regression; Casual; Poisson regression; Cross-sectional study; Reproductive health; Population; Human immunodeficiency virus (HIV); Syphilis; Environmental health; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005312797,0.0003107491,0.0003333966,0.0003205638,0.0007561441,0.00008709515,0.0002455714,0.0003815742,0.0002227678],"category_scores_gemma":[0.0000208468,0.0002730696,0.00004446019,0.0007979021,0.0007139013,0.0004146942,0.00001397781,0.0005886517,0.00003129108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000856864,"about_ca_system_score_gemma":0.0002664074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438125,"about_ca_topic_score_gemma":0.0124403,"domain_scores_codex":[0.9976932,0.0003463195,0.0003648218,0.0005561247,0.0003781125,0.0006613658],"domain_scores_gemma":[0.9991975,0.0001255164,0.00008526685,0.0002402879,0.00008231773,0.0002690476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007878881,0.0004515078,0.1401324,0.0000350722,0.0002811108,0.00004765478,0.8245847,0.0001295615,0.0002520629,0.0005527377,0.0003501262,0.03310424],"study_design_scores_gemma":[0.002293644,0.0007570045,0.03521171,0.0001810965,0.0001574547,0.00001431017,0.9553521,0.0006014259,0.0001914803,0.001098805,0.003267324,0.0008736312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7878698,0.0002842236,0.0008857425,0.0002917336,0.00006843637,0.0005971966,0.00001547745,0.0002539203,0.2097335],"genre_scores_gemma":[0.9942977,0.0006189139,0.0001284992,0.0002164007,0.00009811607,0.0000680223,0.00001619733,0.00004715153,0.004508956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206428,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569971789278289,"score_gpt":0.2532446364186833,"score_spread":0.2375449185259005,"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."}}