{"id":"W2626583042","doi":"10.1080/10826084.2017.1302960","title":"Prevalence of Heavy Alcohol Use Among People Receiving Methadone Following Change to Methadose","year":2017,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; Canada Research Chairs; National Institutes of Health; Michael Smith Health Research BC","keywords":"Gee; Methadone; Generalized estimating equation; Medicine; Confidence interval; Odds ratio; Methadone maintenance; Heavy drinking; Demography; Cohort study; Opioid; Odds; Prospective cohort study; Environmental health; Poison control; Injury prevention; Psychiatry; Internal medicine; Logistic regression","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005612259,0.0004962757,0.00101703,0.0002781909,0.0004208812,0.0001615622,0.0005460021,0.0001869262,0.0001293851],"category_scores_gemma":[0.001526328,0.0004424043,0.0004854174,0.0003935583,0.0001453163,0.002314542,0.0001097831,0.0002810034,0.00006266694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042152,"about_ca_system_score_gemma":0.00006556736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009641889,"about_ca_topic_score_gemma":0.004688561,"domain_scores_codex":[0.9969604,0.0001035238,0.0006154846,0.0007910166,0.0007412597,0.0007883252],"domain_scores_gemma":[0.9959484,0.0005244021,0.0004657398,0.002363839,0.0002506485,0.0004469347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005237983,0.0002010234,0.9767984,0.0001609636,0.0002811179,0.0002486389,0.01329571,0.000002193083,0.006170098,0.00003890608,0.0003274,0.001951789],"study_design_scores_gemma":[0.003252508,0.000158124,0.9622341,0.001771585,0.0006154176,0.000009110601,0.0004959852,0.00002861748,0.03080336,0.00002758711,0.0001850462,0.0004185475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952345,0.001654533,0.00008777027,0.0005363781,0.0005826696,0.00158121,0.00002058459,0.0001761126,0.0001261791],"genre_scores_gemma":[0.9865503,0.001141837,0.006282841,0.0003438191,0.0001632288,0.0002009537,0.00001267665,0.0001071636,0.005197225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463326,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053663235050589,"score_gpt":0.3452402365059039,"score_spread":0.239873913000845,"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."}}