{"id":"W3033919325","doi":"10.1017/cem.2020.362","title":"Understanding current practice of opioid use disorder management in emergency departments across Canada: A cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Buprenorphine; Cross-sectional study; Opioid use disorder; Helpfulness; Referral; Emergency department; (+)-Naloxone; Family medicine; Opioid; Likert scale; Emergency medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001858106,0.0003123334,0.0005802717,0.001463062,0.003837484,0.002790432,0.002152289,0.001121643,0.001980768],"category_scores_gemma":[0.007427357,0.0007177838,0.0007072099,0.004924601,0.001161217,0.001335345,0.001478724,0.001832811,0.0001704881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03459679,"about_ca_system_score_gemma":0.05310982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885333,"about_ca_topic_score_gemma":0.9939669,"domain_scores_codex":[0.9972398,0.000286042,0.0002913762,0.0004028396,0.0008618205,0.0009181313],"domain_scores_gemma":[0.9902391,0.00084975,0.003142698,0.0001941758,0.003574023,0.002000169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001636956,0.00007298979,0.9948894,0.000038744,0.00004118861,0.00003680947,0.002396872,0.00003457191,0.00003998519,0.00006178032,0.0006363139,0.001735068],"study_design_scores_gemma":[0.000003137871,0.00001706917,0.9940095,0.0000713432,0.00001645708,0.0000362116,0.005079225,0.0001289766,0.00001354369,0.00001593564,0.0005988521,0.000009801654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992682,0.001346028,0.0001043809,0.001689402,0.00002335282,0.00007972529,0.00191632,0.000006420109,0.002152334],"genre_scores_gemma":[0.9969867,0.000951176,0.0002840307,0.0005727524,0.00001120698,0.00003226774,0.0007410278,0.000005314764,0.0004156328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459679,"threshold_uncertainty_score":0.2510184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193072162244452,"score_gpt":0.4083308845096662,"score_spread":0.2152587222652142,"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."}}