{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679394,0.0002117804,0.0003065803,0.0003840198,0.0002522656,0.00006969346,0.00008074206,0.0001309865,0.000630054],"category_scores_gemma":[0.0001547091,0.0001270198,0.00006394801,0.0003269096,0.000304789,0.0001509199,0.00002155128,0.001080661,0.00002388592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006979264,"about_ca_system_score_gemma":0.0001552353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005452003,"about_ca_topic_score_gemma":0.0003744551,"domain_scores_codex":[0.9984809,0.0001609486,0.0002603375,0.0003183232,0.0002447467,0.0005347077],"domain_scores_gemma":[0.9990148,0.0002031653,0.00004723229,0.0002897146,0.00007154622,0.0003735699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008760054,0.00120008,0.9001918,0.0001747265,0.001117276,0.00009329952,0.03105068,0.00005590997,0.01949483,0.0005622594,0.02745582,0.01772731],"study_design_scores_gemma":[0.004395147,0.007566688,0.9667031,0.0001551457,0.0001133688,0.0002530785,0.008965531,0.009580395,0.0003590451,0.0004786671,0.001123244,0.0003066158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959123,0.00002880179,0.0006926039,0.001557195,0.00001046833,0.0007020076,0.0001137158,0.00005162545,0.03772059],"genre_scores_gemma":[0.9876135,0.00003970372,0.00003072444,0.0001414643,0.00008831081,0.0001687798,0.00003944737,0.00003058559,0.0118475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06651127,"threshold_uncertainty_score":0.689865,"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."}}