{"id":"W4405534210","doi":"10.1186/s12889-024-20934-7","title":"Medical chart-reported alcohol consumption, substance use, and mental health issues in association with HIV pre-exposure prophylaxis (PrEP) nonadherence among gay, bisexual, and other men-who-have-sex-with-men","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"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; Ontario HIV Treatment Network","keywords":"Medicine; Pre-exposure prophylaxis; Men who have sex with men; Mental health; Logistic regression; Biostatistics; Public health; Family medicine; Psychiatry; Human immunodeficiency virus (HIV); Syphilis; Internal 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":[0.001146716,0.0002035537,0.0002740564,0.002792444,0.000784851,0.0008334483,0.0005059292,0.0002002621,0.001079621],"category_scores_gemma":[0.006134094,0.000223397,0.0003400861,0.004441467,0.0004609415,0.0003032945,0.0008895344,0.0003671628,0.0001034226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349247,"about_ca_system_score_gemma":0.004308847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4942192,"about_ca_topic_score_gemma":0.6178392,"domain_scores_codex":[0.9988569,0.0002390988,0.0002245924,0.0001556201,0.0003413903,0.000182436],"domain_scores_gemma":[0.9896272,0.001452946,0.005757528,0.0004776132,0.001895991,0.0007887328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003220015,0.000008620967,0.9985932,0.00001850155,0.00001176939,0.00003638688,0.0002084731,0.00001984761,0.00003295888,0.00000739484,0.0001241586,0.0009065802],"study_design_scores_gemma":[0.000001017648,0.00001470156,0.9994861,0.00001041308,0.000006040988,0.00003381228,0.0002199109,0.0000524998,0.00003508853,0.000003081694,0.0001356952,0.000001590779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937662,0.0003113587,0.0001141062,0.0000545848,0.000004021169,0.0001143957,0.005034226,0.000007942522,0.0005931471],"genre_scores_gemma":[0.9956763,0.0002438242,0.0002909474,0.00002056046,0.000005686113,0.00006255276,0.003497953,0.000002013931,0.0002001658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4942192,"threshold_uncertainty_score":0.9826851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07737097207530336,"score_gpt":0.3921211793674367,"score_spread":0.3147502072921334,"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."}}