{"id":"W2611473341","doi":"10.36834/cmej.36639","title":"Moral distress and burnout in internal medicine residents","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Ethics in medical practice","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Burnout; Depersonalization; Distress; Emotional exhaustion; Interquartile range; Medicine; Psychology; Clinical psychology; Psychiatry; Internal medicine","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":[0.001825958,0.0001504424,0.0002157103,0.0005559418,0.0008592129,0.0005762173,0.000210947,0.0003473173,0.001536566],"category_scores_gemma":[0.01154188,0.000162851,0.0001330818,0.0005758258,0.001003916,0.0002793942,0.001088521,0.0005304124,0.0001468233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006853,"about_ca_system_score_gemma":0.001670064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009419973,"about_ca_topic_score_gemma":0.01480038,"domain_scores_codex":[0.9986188,0.0006793793,0.00008379751,0.00006675316,0.0003263371,0.0002249184],"domain_scores_gemma":[0.9938399,0.001226708,0.002697833,0.0001032238,0.0009296213,0.001202714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008424008,0.0001007693,0.9790474,0.00009984428,0.00003075155,0.00008552359,0.002943197,0.00005870214,0.0002852456,0.00006297725,0.0006682965,0.01653311],"study_design_scores_gemma":[0.000002987888,0.0000671094,0.9975871,0.00004687015,0.00000791915,0.0001530217,0.001559264,0.00005278183,0.00004604885,0.00005540675,0.0004176143,0.000003865501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975669,0.0009707369,0.00008828937,0.0004731431,0.0000134947,0.000006437308,0.00002061621,0.000002620732,0.0008578172],"genre_scores_gemma":[0.9992766,0.0003810057,0.0000934323,0.00008900658,0.0000159309,0.000005587582,0.00002164133,7.786314e-7,0.0001160566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009419973,"threshold_uncertainty_score":0.01873028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07781952719115097,"score_gpt":0.5217003977701624,"score_spread":0.4438808705790114,"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."}}