{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006935433,0.0002919481,0.000355491,0.001183479,0.001144775,0.0009911503,0.0007379752,0.0004411171,0.001056399],"category_scores_gemma":[0.002134523,0.0004318834,0.0003002246,0.002329392,0.0005500386,0.0003758621,0.0008766772,0.0004482744,0.00009202785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788703,"about_ca_system_score_gemma":0.002692519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2210939,"about_ca_topic_score_gemma":0.2802128,"domain_scores_codex":[0.9988543,0.0003562348,0.0001038847,0.00009601197,0.0002596361,0.0003301156],"domain_scores_gemma":[0.9991326,0.00009913911,0.0003559075,0.00002468003,0.0001470903,0.0002406416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001967747,0.0000518492,0.9927654,0.0001263585,0.00005210975,0.0004095897,0.002558617,0.00007867519,0.0003294999,0.00006226018,0.0002921943,0.003253591],"study_design_scores_gemma":[0.000002971548,0.00002854119,0.9972759,0.00005005147,0.000007767077,0.0002299307,0.00196868,0.00006076547,0.00001578713,0.00001523642,0.000341236,0.000003146084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979649,0.001028078,0.00003666793,0.0002316419,0.000007932657,0.00001865986,0.0003144897,0.000002262826,0.0003953627],"genre_scores_gemma":[0.9991782,0.0003453016,0.00009815347,0.00007694579,0.000006423151,0.0000173758,0.0001142346,6.107642e-7,0.0001627047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2210939,"threshold_uncertainty_score":0.4396139,"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."}}