{"id":"W2014419878","doi":"10.1136/sti.2009.038216","title":"Men who have sex with men and women in Bangalore, South India, and potential impact on the HIV epidemic","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Demography; Condom; Men who have sex with men; Population; Transgender; Unsafe Sex; Sex work; Human immunodeficiency virus (HIV); Gynecology; Syphilis; Psychology; Family medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241957,0.0002842091,0.00017547,0.000854407,0.0007513314,0.0008917408,0.0003763212,0.0003342913,0.003053053],"category_scores_gemma":[0.0004999476,0.0003206481,0.0002093517,0.001082167,0.0005138992,0.0005369963,0.0008915582,0.0005499942,0.0003269328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005044622,"about_ca_system_score_gemma":0.001105183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04668011,"about_ca_topic_score_gemma":0.08227956,"domain_scores_codex":[0.9996469,0.000114494,0.00002714668,0.00003936393,0.0000618987,0.0001102209],"domain_scores_gemma":[0.9996507,0.00006339855,0.0001359876,0.00001095332,0.00003013358,0.0001088572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006110259,0.00005352598,0.9812046,0.0002742103,0.00004860382,0.0008670572,0.002307076,0.00006821618,0.0005390138,0.0001938223,0.0006988595,0.0136838],"study_design_scores_gemma":[0.00000297573,0.00004130228,0.995342,0.00008026227,0.00001786411,0.0007372171,0.002897178,0.00002876607,0.00003169142,0.00002806449,0.0007861856,0.000006505669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910502,0.003905062,0.00004732684,0.001028683,0.00003001173,0.00003136678,0.0005363445,0.00001157746,0.003359511],"genre_scores_gemma":[0.9963371,0.002372163,0.00006324356,0.0002436182,0.00002371308,0.00001883379,0.0001678961,0.000002161067,0.0007712672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04668011,"threshold_uncertainty_score":0.09281683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008372300658549848,"score_gpt":0.2788414023818714,"score_spread":0.2704691017233216,"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."}}