{"id":"W2053697821","doi":"10.1371/journal.pone.0125218","title":"The Epidemiology of HIV and Prevention Needs of Men Who Have Sex with Men in Abidjan, Cote d’Ivoire","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention","keywords":"Serostatus; Men who have sex with men; Medicine; Demography; Population; Condom; Epidemiology; Anal sex; Cross-sectional study; Gerontology; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Viral load; Syphilis; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009864819,0.00005891331,0.0003271449,0.0001084342,0.00002126472,0.000001807722,0.00006403777,0.00004621222,0.00003092601],"category_scores_gemma":[0.0008295255,0.00003657226,0.00002981616,0.0001190363,0.0002028466,0.00004673046,0.00004156904,0.0001354759,0.000004393225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943897,"about_ca_system_score_gemma":0.00006965851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002667138,"about_ca_topic_score_gemma":0.0002049305,"domain_scores_codex":[0.999053,0.0002191975,0.0002951438,0.00008266176,0.0001849697,0.0001650517],"domain_scores_gemma":[0.9992573,0.0001894683,0.0001003546,0.000192926,0.0001519116,0.0001080004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001137975,0.001702822,0.9169303,0.0006590922,0.000855508,0.000006073637,0.003389081,0.000004704015,0.008230677,0.001255784,0.05836204,0.007465979],"study_design_scores_gemma":[0.02823737,0.06379655,0.5826572,0.01302892,0.001441988,0.00006666195,0.04887239,0.1459471,0.0959587,0.01573537,0.00357206,0.0006857627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292904,0.001134562,0.0003183885,0.004058284,0.000001255375,0.0005624237,0.00001542126,0.000008141189,0.0646111],"genre_scores_gemma":[0.8654276,0.0002801753,0.0004897776,0.00001731054,0.00003040655,0.00003870615,0.00001992718,0.00001028627,0.1336859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3342731,"threshold_uncertainty_score":0.1491374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08246174906948377,"score_gpt":0.3403282681101619,"score_spread":0.2578665190406781,"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."}}