{"id":"W2193874973","doi":"10.1007/s12630-015-0534-5","title":"In reply: 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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Anesthesiology; Substance abuse; Substance use; Scope (computer science); Medicine; Psychiatry; Psychology; Family 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":[0.002663614,0.0007607641,0.001783908,0.001822884,0.01200286,0.004309056,0.002804597,0.07156105,0.008883287],"category_scores_gemma":[0.03455522,0.001248445,0.001391092,0.001572273,0.002911181,0.002524218,0.001970884,0.04012078,0.00300748],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739853,"about_ca_system_score_gemma":0.02379628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2517636,"about_ca_topic_score_gemma":0.3736169,"domain_scores_codex":[0.9960923,0.000538288,0.0006666773,0.0003888911,0.00104273,0.001271184],"domain_scores_gemma":[0.9818419,0.006004477,0.001790983,0.0003406152,0.004733928,0.00528813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003916217,0.00004826627,0.00508057,0.00006526459,0.00003006729,0.003785003,0.0006186157,0.0000433664,0.00007317302,0.0005450828,0.9867395,0.0029319],"study_design_scores_gemma":[0.0003116864,0.0001992452,0.04170726,0.001779892,0.0002666766,0.01176954,0.01692307,0.001081221,0.0003584934,0.003747522,0.9214182,0.0004371938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001287118,0.0005201832,0.00002072621,0.9800838,0.01662588,0.00001630062,0.0001097297,0.00001292989,0.001323203],"genre_scores_gemma":[0.01038416,0.0006803525,0.00007803301,0.9664856,0.01713007,0.00003917412,0.00005013668,0.00001585672,0.005136636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9826015,"threshold_uncertainty_score":0.5005964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910312494666347,"score_gpt":0.3061640796227513,"score_spread":0.2670609546760878,"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."}}