{"id":"W4308291670","doi":"10.1111/tct.13549","title":"Educational roles impact burnout in paediatric undergraduate medical educators","year":2022,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"University of Michigan","keywords":"Burnout; Autonomy; Emotional exhaustion; Demographics; Medicine; Medical school; Medical education; Medical psychology; Family medicine; Psychology; MEDLINE; Clinical psychology","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":[0.00324401,0.0001329435,0.0001715061,0.0005084625,0.0007669422,0.001153517,0.0002745363,0.000341234,0.0032337],"category_scores_gemma":[0.01119746,0.0002169636,0.000232879,0.000360661,0.0005242847,0.0004359224,0.002026621,0.0006891185,0.0003448788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007073642,"about_ca_system_score_gemma":0.001953913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107399,"about_ca_topic_score_gemma":0.0022443,"domain_scores_codex":[0.9976463,0.001119012,0.0001419949,0.0001166062,0.0005238952,0.0004522718],"domain_scores_gemma":[0.9911134,0.003689755,0.002429902,0.0001432104,0.0008372724,0.001786488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009518571,0.0002832605,0.9776328,0.000152287,0.00001722804,0.0001520702,0.006491464,0.00002644699,0.0005804674,0.00007799244,0.0003509277,0.01413993],"study_design_scores_gemma":[0.000008079101,0.0003227755,0.98386,0.0001623375,0.00001672883,0.0004834551,0.01267664,0.00006998715,0.0003900942,0.00007871613,0.001925623,0.000005457026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977626,0.0005487282,0.00007156684,0.0003001117,0.00001432776,0.00001017586,0.00001705932,0.000002311226,0.001273151],"genre_scores_gemma":[0.9990048,0.0003991128,0.0001389662,0.0001274471,0.00001275401,0.000008896909,0.00002269605,0.000001671093,0.0002838345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00324401,"threshold_uncertainty_score":0.01715618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017128354261015,"score_gpt":0.5290716550847966,"score_spread":0.4273588196586951,"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."}}