{"id":"W3087009381","doi":"10.1007/s10461-020-03035-5","title":"High-Risk Sexual Behavior, Binge Drinking and Use of Stimulants are Key Experiences on the Pathway to High Perceived HIV Risk Among Men Who Have Sex with Men in Brazil","year":2020,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Unitaid; National Institute of Allergy and Infectious Diseases; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Binge drinking; Odds; Demography; Odds ratio; Risk perception; Human immunodeficiency virus (HIV); Men who have sex with men; Medicine; Psychology; Syndemic; Logistic regression; Poison control; Environmental health; Perception; Suicide prevention; Sociology; Family medicine; 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":[0.0004522826,0.0001937663,0.0002397559,0.0006651385,0.001211056,0.00102428,0.0003356142,0.0003811949,0.002258968],"category_scores_gemma":[0.002227929,0.0003069314,0.0003650584,0.0005455153,0.0006872922,0.000543586,0.001016128,0.0006732108,0.00008073441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137435,"about_ca_system_score_gemma":0.002394477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1220227,"about_ca_topic_score_gemma":0.2520081,"domain_scores_codex":[0.999698,0.0001032888,0.00002203673,0.00002604085,0.00004862831,0.0001019785],"domain_scores_gemma":[0.9991801,0.0002000561,0.0003153312,0.00002843703,0.00006872052,0.0002073702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003473005,0.00009425358,0.9680924,0.0001353979,0.0000459022,0.0003533711,0.01921585,0.00003091401,0.0005125068,0.0009619569,0.0002382448,0.01028447],"study_design_scores_gemma":[0.000005464929,0.00006526423,0.949811,0.0003108571,0.00006197554,0.0004651886,0.04639985,0.0001478138,0.0001260042,0.0004213548,0.002168034,0.00001721952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995132,0.0008046501,0.00008200076,0.0007569924,0.00000820044,0.00003006297,0.0001435071,0.000004296528,0.003038366],"genre_scores_gemma":[0.99911,0.0004739118,0.00007991865,0.00005962175,0.000002656,0.00000675812,0.00003719966,0.000001290396,0.0002287363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220227,"threshold_uncertainty_score":0.242625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315024623390086,"score_gpt":0.2982921286144677,"score_spread":0.2667896662754591,"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."}}