{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514347,0.0001393134,0.0003138378,0.0002305435,0.0001945471,0.00005053331,0.000052108,0.00007500328,0.0001222303],"category_scores_gemma":[0.0000603422,0.0001111969,0.00003439347,0.0001183514,0.000155425,0.0002301128,0.00002592236,0.0002226731,0.000006006509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650704,"about_ca_system_score_gemma":0.00001982212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007129757,"about_ca_topic_score_gemma":0.00131632,"domain_scores_codex":[0.9988092,0.0000570596,0.0002384317,0.0003108752,0.0002777934,0.0003066807],"domain_scores_gemma":[0.9993554,0.00004197133,0.00005781894,0.0002085239,0.000121654,0.0002146194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001975669,0.001484409,0.9680113,0.0006996458,0.0002762277,0.00002240085,0.0004896476,7.782921e-7,0.002198356,0.0005194938,0.02531801,0.0007821608],"study_design_scores_gemma":[0.004618927,0.00588741,0.9694132,0.001869254,0.0002840377,0.00001135503,0.0001100464,0.01049225,0.00519359,0.001182756,0.0007192444,0.0002179122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294596,0.0001683872,0.0001639266,0.0006036887,8.298321e-7,0.001124155,0.00003342896,0.00003727821,0.06840875],"genre_scores_gemma":[0.8525926,0.0000888044,0.0003045494,0.00002154613,0.0000697064,0.0001029443,0.00003712966,0.00001387835,0.1467688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07836004,"threshold_uncertainty_score":0.4534478,"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."}}