{"id":"W2291562260","doi":"10.1093/pch/16.7.409","title":"Burnout among faculty physicians in an academic health science centre","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Burnout; Health science; Medical education; Medicine; Psychology; Family medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006256052,0.0005136721,0.001056011,0.0009088191,0.004028446,0.0000210337,0.001182851,0.00053552,0.000234676],"category_scores_gemma":[0.0003200725,0.0004550104,0.0001313393,0.002585545,0.0003569328,0.0008888781,0.0004409681,0.004813572,0.0002622208],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667702,"about_ca_system_score_gemma":0.007459951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572343,"about_ca_topic_score_gemma":0.009236669,"domain_scores_codex":[0.9901727,0.001291914,0.002300236,0.001311479,0.001313449,0.00361016],"domain_scores_gemma":[0.9949145,0.0002232549,0.001567058,0.0009106546,0.0004688145,0.001915724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004271057,0.000335853,0.9105295,0.0006738374,0.00000486588,0.000006607389,0.04267739,0.000003641749,0.000002024304,0.002714148,0.002607267,0.04040215],"study_design_scores_gemma":[0.00119147,0.0002643268,0.980172,0.002497155,0.000007507067,0.000001725495,0.01111568,0.0003103696,0.000005080852,0.001017834,0.002970259,0.000446599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388999,0.01033206,0.0001902975,0.03480253,0.003789768,0.004599547,0.0004634716,0.00054659,0.006375868],"genre_scores_gemma":[0.9706013,0.005891685,0.001390067,0.0198043,0.001657201,0.0001261714,0.0001957865,0.00009017043,0.0002432744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06964248,"threshold_uncertainty_score":0.9997902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08672530664033136,"score_gpt":0.4279804172675738,"score_spread":0.3412551106272425,"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."}}