{"id":"W4310602623","doi":"10.1111/medu.14995","title":"Disability, program access, empathy and burnout in US medical students: A national study","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Anschutz Medical Campus, University of Colorado","keywords":"Disengagement theory; Empathy; Burnout; Logistic regression; Odds ratio; Clinical psychology; Odds; Psychology; Medicine; Gerontology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001280417,0.0001430809,0.0002003009,0.0009797884,0.0008147633,0.0006121464,0.0003631689,0.0004471449,0.001160437],"category_scores_gemma":[0.00259838,0.0002452193,0.0004002543,0.001105976,0.0003571397,0.0005926916,0.001363746,0.0006920726,0.0002206328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408845,"about_ca_system_score_gemma":0.001001208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604752,"about_ca_topic_score_gemma":0.03148322,"domain_scores_codex":[0.9993306,0.0002324581,0.00008437023,0.00007843625,0.0001454533,0.0001287058],"domain_scores_gemma":[0.9982304,0.0002555245,0.0007962886,0.0000882994,0.0002257378,0.0004036915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001318349,0.00007764493,0.9986365,0.000005351719,0.0000125917,0.00001420305,0.0002718482,0.000006680513,0.00003893081,0.000005528124,0.00005781141,0.0008594711],"study_design_scores_gemma":[0.000002707393,0.00004850816,0.9986814,0.00001094055,0.000007940701,0.00006185324,0.0009796662,0.00004741354,0.00001654886,0.000006069286,0.0001353598,0.0000016252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999626,0.00005474067,0.00002062368,0.00005917365,0.000002189284,0.000004870614,0.00008559455,4.874283e-7,0.0001463213],"genre_scores_gemma":[0.9995908,0.00007344992,0.00005767861,0.00005880058,0.000005284577,0.00001284912,0.0001338569,4.707294e-7,0.00006683164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604752,"threshold_uncertainty_score":0.03190827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545578867394522,"score_gpt":0.5481348577096734,"score_spread":0.4926790690357282,"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."}}