{"id":"W1967240215","doi":"10.1371/journal.pone.0004997","title":"HIV Prevalence, Risks for HIV Infection, and Human Rights among Men Who Have Sex with Men (MSM) in Malawi, Namibia, and Botswana","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":366,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Open Society Institute; amfAR, The Foundation for AIDS Research","keywords":"Men who have sex with men; Demography; Medicine; Logistic regression; Cross-sectional study; Human immunodeficiency virus (HIV); Syphilis; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475954,0.0002217986,0.000156628,0.001075677,0.0007981076,0.0006219833,0.0002430768,0.0002688922,0.001160291],"category_scores_gemma":[0.001097157,0.0002655929,0.0002135367,0.0007861977,0.0004295531,0.0004607196,0.0005641013,0.000367128,0.000118707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006037091,"about_ca_system_score_gemma":0.0005108441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03396507,"about_ca_topic_score_gemma":0.06062981,"domain_scores_codex":[0.9997173,0.0001064034,0.00002721303,0.00002239205,0.00004254681,0.00008419538],"domain_scores_gemma":[0.999656,0.00005139254,0.0001640487,0.00000883047,0.00003120178,0.00008854728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002387139,0.00001834913,0.9968923,0.00001504174,0.00002120762,0.000100823,0.0008806583,0.0000119629,0.0001004988,0.0000316317,0.000101873,0.001801853],"study_design_scores_gemma":[0.000002894339,0.00002317487,0.9975451,0.00002149167,0.000009542885,0.0002495972,0.00187151,0.00003683201,0.00002431703,0.00001282761,0.0002008804,0.000001901963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986153,0.0005487844,0.00001952978,0.0001609451,0.000003897146,0.00001083084,0.0002675755,0.000001588856,0.0003715198],"genre_scores_gemma":[0.9994428,0.000270091,0.0000365016,0.00003777964,0.000003939805,0.00001221053,0.00007969155,4.063637e-7,0.0001166565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396507,"threshold_uncertainty_score":0.06753474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667902264969106,"score_gpt":0.3120135161318719,"score_spread":0.2753344934821809,"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."}}