{"id":"W2192603204","doi":"10.1007/s12630-015-0533-6","title":"Substance use disorder in Canadian university departments of anesthesia","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Substance use; Anesthesia; Medicine; Psychology; Psychiatry","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":[0.0006434111,0.0002843089,0.0005248486,0.001625204,0.01067677,0.001480424,0.001311702,0.004575371,0.007132236],"category_scores_gemma":[0.004677856,0.0005086799,0.000570447,0.002642144,0.001214722,0.0006441434,0.001038658,0.004873468,0.000438381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02331356,"about_ca_system_score_gemma":0.04427146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9453471,"about_ca_topic_score_gemma":0.9802905,"domain_scores_codex":[0.9978971,0.0001321794,0.0001902926,0.0001328599,0.00065917,0.0009883016],"domain_scores_gemma":[0.9944438,0.0004949325,0.000600342,0.0000617877,0.001689809,0.002709379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506729,0.0006720491,0.8072034,0.0002016797,0.0001034811,0.03448004,0.008586101,0.0001564755,0.0004430714,0.001290512,0.1274185,0.01929409],"study_design_scores_gemma":[0.00007400773,0.0001090502,0.9270875,0.0006455866,0.00009058222,0.009069653,0.0327163,0.000598231,0.0001022628,0.000381145,0.02902664,0.00009896219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7010568,0.006071443,0.0001230098,0.2406946,0.003116794,0.0002080745,0.00184067,0.00004295199,0.04684559],"genre_scores_gemma":[0.9330506,0.002745972,0.0002272743,0.05402253,0.001386805,0.00005269528,0.000395901,0.0000168795,0.008101261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05465293,"threshold_uncertainty_score":0.1691524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082684164286113,"score_gpt":0.3031286319042448,"score_spread":0.2623017902613837,"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."}}