{"id":"W3127094402","doi":"10.1111/dar.13246","title":"Non‐medical prescription opioid use and in‐hospital illicit drug use among people who use drugs","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Simon Fraser University; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC; University of British Columbia; National Institute on Drug Abuse; Canada Research Chairs; St. Paul's Foundation","keywords":"Medicine; Medical prescription; Odds ratio; Logistic regression; Confidence interval; Illicit drug; Prospective cohort study; Emergency medicine; Pharmacoepidemiology; Cohort study; Population; Drug; Psychiatry; Internal medicine; Environmental health; Pharmacology","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":[0.0003253416,0.0003424386,0.0009217649,0.00008985337,0.0000856239,0.0001774069,0.00007819079,0.0001123382,0.0001384984],"category_scores_gemma":[0.0005901741,0.000281636,0.0001510391,0.0003581858,0.0001029564,0.0007457482,0.0001675422,0.0003611199,0.00002598674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006474172,"about_ca_system_score_gemma":0.0001631616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578192,"about_ca_topic_score_gemma":0.0003286188,"domain_scores_codex":[0.9977478,0.0001398225,0.0005619248,0.0006468057,0.0005183638,0.0003852225],"domain_scores_gemma":[0.9985616,0.0002036026,0.0001156782,0.0005245391,0.0001488027,0.0004457703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002830348,0.0008162372,0.961134,0.005134079,0.0001278542,0.0003963131,0.006775743,4.05421e-7,0.00002721018,0.00006955153,0.01467126,0.010819],"study_design_scores_gemma":[0.002507037,0.00006866916,0.9435099,0.01664355,0.000494686,0.00005607802,0.0006746084,0.0002171855,0.0001167415,0.00002008647,0.03533745,0.0003539471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151103,0.07997151,0.000003384193,0.003454345,0.0001521884,0.001166722,0.00002856218,0.00004520624,0.00006770765],"genre_scores_gemma":[0.6036143,0.3911258,0.0001858294,0.001926537,0.00006669861,0.0001270514,0.0002056019,0.00004088769,0.002707328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114961,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540057897512228,"score_gpt":0.2754672807268985,"score_spread":0.2600667017517762,"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."}}