{"id":"W2733845078","doi":"10.1097/acm.0000000000001757","title":"Burnout Among MD/PhD Trainees: The Forgotten Subgroup","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Burnout; Specialty; Medical education; Curriculum; Psychology; Medical school; Medicine; Family medicine; Clinical psychology; Pedagogy","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":[0.004501569,0.0003636974,0.0008639984,0.00137965,0.001142589,0.001391442,0.001012418,0.003055351,0.003436002],"category_scores_gemma":[0.02420193,0.0003270853,0.0004706126,0.001370776,0.0006696171,0.001853646,0.0009320777,0.002007876,0.0006660428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006669826,"about_ca_system_score_gemma":0.001263447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742942,"about_ca_topic_score_gemma":0.003561895,"domain_scores_codex":[0.9978328,0.0005142933,0.0003783538,0.0004317534,0.0004723861,0.0003703511],"domain_scores_gemma":[0.9861863,0.006435978,0.003139416,0.0004587237,0.00146762,0.002311959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008170396,0.000259818,0.5598145,0.00149341,0.0003230516,0.006937042,0.003242286,0.00008922215,0.0004157801,0.001014,0.3531418,0.07245212],"study_design_scores_gemma":[0.0002112304,0.0005148398,0.8385988,0.004225227,0.0005857903,0.02538523,0.008259282,0.001445817,0.0004902824,0.002379751,0.1177573,0.000146428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4686013,0.04613182,0.0006961663,0.4233126,0.05238329,0.000183756,0.002046762,0.00007704767,0.006567193],"genre_scores_gemma":[0.7982243,0.02056022,0.0004321587,0.08193905,0.09526679,0.0001987633,0.0007670245,0.00007766252,0.002534014],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004501569,"threshold_uncertainty_score":0.02380687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279743550348848,"score_gpt":0.4536679959313928,"score_spread":0.325693640896508,"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."}}