{"id":"W6957854256","doi":"10.60692/yeehy-fdd02","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":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Men who have sex with men; Denial; Human immunodeficiency virus (HIV); Logistic regression; Sexual intercourse; Reproductive health; Sex workers; Hiv test; Sexual partner","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":[0.0006927744,0.0002058868,0.0001541798,0.00114474,0.0007139447,0.0007970785,0.0002474895,0.0003348731,0.001049696],"category_scores_gemma":[0.001510168,0.000273567,0.0002443977,0.0007956435,0.0004672145,0.0006357664,0.0005726353,0.0004543172,0.0001381724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005797225,"about_ca_system_score_gemma":0.0003976312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02781698,"about_ca_topic_score_gemma":0.04611881,"domain_scores_codex":[0.9996352,0.0001384043,0.00003899603,0.00002837081,0.00006354564,0.00009551792],"domain_scores_gemma":[0.9995651,0.00007425075,0.0002101739,0.00001252774,0.00003799819,0.00009995924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002650299,0.00002486245,0.9968085,0.00001267477,0.00002379745,0.00009450974,0.0007058109,0.00001541411,0.00009141017,0.00003799,0.00009850852,0.002059955],"study_design_scores_gemma":[0.000002765663,0.00002038519,0.9980633,0.00001964111,0.000009323545,0.0002156526,0.001354043,0.00005120131,0.00002331163,0.00001644601,0.0002216319,0.000002228264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985461,0.00065237,0.00001996924,0.0001792263,0.00000451544,0.000007172484,0.0002045896,0.00000174135,0.0003843622],"genre_scores_gemma":[0.9994056,0.0003056964,0.00003266679,0.00004070798,0.000006063402,0.000009457808,0.00006334881,4.009738e-7,0.000136078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02781698,"threshold_uncertainty_score":0.05531013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700283853694558,"score_gpt":0.2829242520064428,"score_spread":0.2559214134694973,"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."}}