{"id":"W2144747779","doi":"10.1080/13691050701816714","title":"Secondary HIV prevention among <i>Kothi</i> ‐identified MSM in Chennai, India","year":2008,"lang":"en","type":"article","venue":"Culture Health & Sexuality","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; University of Toronto","funders":"University of Toronto; United States Agency for International Development","keywords":"Criminalization; Tamil; Men who have sex with men; Psychological intervention; Thematic analysis; Context (archaeology); Harassment; Snowball sampling; Stigma (botany); Medicine; Psychology; Nonprobability sampling; Human immunodeficiency virus (HIV); Sexual transmission; Qualitative research; Family medicine; Social psychology; Criminology; Psychiatry; Environmental health; Sociology; Syphilis; Population; Geography","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":[0.0003163175,0.0002085846,0.0001729557,0.0004699545,0.003072922,0.001245741,0.0004444359,0.0002941612,0.001930075],"category_scores_gemma":[0.0007325316,0.0002790566,0.0001532839,0.0006411933,0.001033477,0.0004108803,0.001431922,0.0004458058,0.000159699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008805471,"about_ca_system_score_gemma":0.001928451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03157211,"about_ca_topic_score_gemma":0.07047486,"domain_scores_codex":[0.9995248,0.0002052038,0.00002753071,0.00003206253,0.00004503226,0.0001654017],"domain_scores_gemma":[0.9995011,0.0001592024,0.0001416829,0.00002178272,0.00003908484,0.0001371375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001704658,0.0003371362,0.4448976,0.0006649954,0.00004539671,0.008180587,0.4932361,0.0001352859,0.006229402,0.001538522,0.001268217,0.04329642],"study_design_scores_gemma":[0.00001900597,0.0004770707,0.4095062,0.0002502156,0.00005530696,0.004326691,0.5760182,0.0001558973,0.001151962,0.0002611362,0.007734283,0.00004401095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981711,0.000141467,0.0000473459,0.0001619465,0.000003285664,0.00003576393,0.00002146561,0.000004753073,0.001412948],"genre_scores_gemma":[0.999223,0.0001717699,0.00006895653,0.0001034067,0.000001613685,0.0000192614,0.00001396871,0.000001006966,0.0003970326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03157211,"threshold_uncertainty_score":0.06277668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378476248714185,"score_gpt":0.3921722814668668,"score_spread":0.338387518979725,"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."}}