{"id":"W2995540607","doi":"10.18297/jwellness/vol1/iss1/10","title":"Burnout among emergency physicians working at a large tertiary centre in Ontario","year":2019,"lang":"en","type":"article","venue":"Journal of Wellness","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Burnout; Specialty; Medicine; Emergency department; Family medicine; Emergency physician; Occupational burnout; Occupational stress; Medical emergency; Nursing; Clinical psychology; Emotional exhaustion","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":[0.0005677235,0.0001801683,0.0001650359,0.000496552,0.002379163,0.0005539762,0.000509324,0.0002617834,0.002584398],"category_scores_gemma":[0.001749198,0.0002621456,0.0001250756,0.0009571175,0.0007516483,0.0002607022,0.0008772747,0.0003334526,0.0002240087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082753,"about_ca_system_score_gemma":0.01397561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7268723,"about_ca_topic_score_gemma":0.8835998,"domain_scores_codex":[0.9994192,0.00007516218,0.00003731978,0.00006708521,0.0001709915,0.0002302917],"domain_scores_gemma":[0.9972103,0.0002435733,0.0007469033,0.00005389599,0.000657569,0.001087638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007740453,0.00008117613,0.983238,0.00009497323,0.00001020291,0.0006589997,0.008567904,0.00005216347,0.001125736,0.0000331118,0.001069398,0.004990882],"study_design_scores_gemma":[0.000005922815,0.00007676057,0.9931161,0.0000336462,0.000003551031,0.0001208043,0.005636497,0.00006017362,0.00006123049,0.000006660966,0.000875292,0.000003519709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985097,0.00009920087,0.0000364156,0.0002796461,0.000004108775,0.00003733414,0.0001488842,0.000004175302,0.0008804537],"genre_scores_gemma":[0.9985393,0.0002088905,0.0001476832,0.0002161259,0.000007618449,0.00002877526,0.0001115235,0.00000179825,0.0007382703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2731277,"threshold_uncertainty_score":0.5494725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257645210170607,"score_gpt":0.3442119800855908,"score_spread":0.3184474590685301,"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."}}