{"id":"W3106750490","doi":"10.1186/s12889-020-09883-z","title":"Alcohol consumption, substance use, and depression in relation to HIV Pre-Exposure Prophylaxis (PrEP) nonadherence among gay, bisexual, and other men-who-have-sex-with-men","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Maple Leaf Medical Clinic; Women's College Hospital; Canada Research Chairs; University of Toronto; University Health Network; Public Health Ontario; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; Ontario HIV Treatment Network","keywords":"Medicine; Men who have sex with men; Logistic regression; Pre-exposure prophylaxis; Depression (economics); Demography; Biostatistics; Epidemiology; Human immunodeficiency virus (HIV); Syphilis; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003790041,0.0001630271,0.0001699391,0.0004094437,0.0005427524,0.0005113076,0.0002660435,0.0002694537,0.001654078],"category_scores_gemma":[0.001464604,0.0001670599,0.0003070485,0.0006495827,0.0002380448,0.0001920729,0.0004086177,0.0005632685,0.0001132119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716169,"about_ca_system_score_gemma":0.00111134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1356083,"about_ca_topic_score_gemma":0.2609212,"domain_scores_codex":[0.9997512,0.00006457334,0.00002267077,0.00003661035,0.000048979,0.00007602978],"domain_scores_gemma":[0.9988557,0.0001558647,0.0004790002,0.00004476809,0.0001075197,0.0003571125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002761399,0.00002157665,0.9993772,0.000003307678,0.0000115133,0.00001279636,0.00004143936,0.000005893314,0.00002994479,0.000003412064,0.00002316878,0.0004422334],"study_design_scores_gemma":[8.144497e-7,0.00002865634,0.9997129,0.000002730701,0.000006455378,0.00002071752,0.0001353108,0.00004691246,0.00001404661,0.000002888591,0.00002796539,5.825314e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994418,0.0001273148,0.00001379254,0.00003746884,0.000002457261,0.000008266107,0.0001759506,0.000001015243,0.0001918607],"genre_scores_gemma":[0.9996459,0.00005529162,0.00002958983,0.00001391249,0.000003287473,0.000004756856,0.00009709591,2.91067e-7,0.0001497964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356083,"threshold_uncertainty_score":0.2696379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114759334305879,"score_gpt":0.3760431913516908,"score_spread":0.2612838570458118,"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."}}