{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007021917,0.0001647523,0.0003121998,0.0002125113,0.0001409018,0.0001178686,0.00009217243,0.0001041358,0.0001917211],"category_scores_gemma":[0.0008148979,0.0001304458,0.00002337988,0.0003854876,0.000125834,0.000475318,0.00006250945,0.0003576081,0.00002546615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224809,"about_ca_system_score_gemma":0.0003745402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155004,"about_ca_topic_score_gemma":0.0024046,"domain_scores_codex":[0.9978453,0.0003166735,0.0004485599,0.0005338101,0.0004028045,0.0004528367],"domain_scores_gemma":[0.9983635,0.0001278199,0.0001228601,0.0002816033,0.0001597354,0.0009444946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163434,0.00010746,0.9707537,0.0005089758,0.00001552648,0.000005873432,0.002920297,0.0000057427,0.0002517896,0.00004332486,0.02075466,0.004416298],"study_design_scores_gemma":[0.001931467,0.002267792,0.9841563,0.0004266397,0.000004614339,0.00001138676,0.0005807652,0.006219804,0.00005315724,0.000007777349,0.004208758,0.0001315711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854398,0.0005457638,0.006651366,0.003625818,0.000005653799,0.001860226,0.00005768611,0.00005982114,0.001753914],"genre_scores_gemma":[0.9897038,0.0001332999,0.001344457,0.0005891161,0.00005969767,0.0001933971,0.00003713218,0.00002981775,0.007909273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165459,"threshold_uncertainty_score":0.5319425,"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."}}