{"id":"W4395449786","doi":"10.1007/s10461-024-04341-y","title":"Prevalence and Correlates of Heavy Alcohol use among People Living with HIV who use Unregulated Drugs in Vancouver, Canada","year":2024,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Alcohol; Health psychology; Odds ratio; Environmental health; Public health; Confidence interval; Heavy drinking; Cohort; Demography; Cohort study; Human immunodeficiency virus (HIV); Poison control; Injury prevention; 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":[0.0003764548,0.0002916085,0.0004377997,0.00221983,0.00363317,0.001882905,0.001230953,0.0005160464,0.002506665],"category_scores_gemma":[0.00157809,0.0005245609,0.0005328077,0.003989998,0.0007612232,0.0003602657,0.0009976469,0.0008816285,0.0002892405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01529745,"about_ca_system_score_gemma":0.01789446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963819,"about_ca_topic_score_gemma":0.9983951,"domain_scores_codex":[0.9993047,0.0000649775,0.00006616763,0.00007487,0.0002366871,0.0002526834],"domain_scores_gemma":[0.9978749,0.000108169,0.0002320493,0.00003600742,0.001177037,0.0005717746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003809056,0.00003672676,0.9948301,0.0000295583,0.00003264145,0.0000896972,0.001094743,0.00005073966,0.0001353525,0.00005301485,0.0005935825,0.003015839],"study_design_scores_gemma":[0.000005175397,0.00001322161,0.9955527,0.00003730155,0.00001770648,0.00007423131,0.003549921,0.0001242014,0.00004343316,0.00001261774,0.0005615353,0.000007818382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930831,0.0007018393,0.00005002591,0.0002316263,0.00001516932,0.00004576376,0.002317726,0.000007248825,0.003547492],"genre_scores_gemma":[0.9966207,0.0007053398,0.0001217543,0.00008155501,0.000004688384,0.00001691898,0.0006655916,0.000005158851,0.001778435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529745,"threshold_uncertainty_score":0.1109913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730661813747192,"score_gpt":0.2711786294066014,"score_spread":0.2538720112691295,"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."}}