{"id":"W4254200216","doi":"10.1503/cmaj.170827","title":"Physician burnout","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depersonalization; Burnout; Cynicism; Emotional exhaustion; Feeling; Psychology; Medicine; Contrast (vision); Social psychology; Clinical psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002755319,0.0002127952,0.0002945867,0.0009064067,0.002106097,0.001268944,0.000391445,0.0007052722,0.03358142],"category_scores_gemma":[0.01252647,0.0001829197,0.0003711971,0.0008138221,0.0004528173,0.0004549357,0.001956366,0.001180601,0.00485482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486372,"about_ca_system_score_gemma":0.006241401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006812841,"about_ca_topic_score_gemma":0.01529872,"domain_scores_codex":[0.9971532,0.0009148252,0.0001677067,0.0002039872,0.001041841,0.0005183604],"domain_scores_gemma":[0.9928783,0.00133264,0.000948858,0.0002519487,0.002383973,0.002204271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002932844,0.0005670483,0.08319867,0.002027056,0.0001493656,0.0005176903,0.006905194,0.000203231,0.001542745,0.01224693,0.434079,0.4582699],"study_design_scores_gemma":[0.00007571734,0.000405386,0.2714718,0.003483327,0.00007695784,0.002401132,0.005847753,0.0002029062,0.0006037386,0.005884564,0.7095007,0.00004618305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1743937,0.03323557,0.01228602,0.09102748,0.005070966,0.001291093,0.006258446,0.0005747006,0.675862],"genre_scores_gemma":[0.7877464,0.02938586,0.01418999,0.02995782,0.002438247,0.001157342,0.005010659,0.0001862101,0.1299275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03358142,"threshold_uncertainty_score":0.1123411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776698672315939,"score_gpt":0.3886026292742308,"score_spread":0.3608356425510714,"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."}}