{"id":"W3206996873","doi":"10.1097/phm.0000000000001886","title":"Factors Associated With Burnout in Physical Medicine and Rehabilitation Residents in the United States","year":2021,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Burnout; Depersonalization; Emotional exhaustion; Medicine; Specialty; Rehabilitation; Demographics; Family medicine; Personal life; Cross-sectional study; Gerontology; Clinical psychology; Physical therapy; Demography","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":[0.0008495981,0.0001363446,0.0001608492,0.0005894501,0.0004195209,0.0002769967,0.000120796,0.0002709624,0.001206706],"category_scores_gemma":[0.002776544,0.0001798264,0.0001513565,0.000506999,0.0002541857,0.0001934556,0.0003962795,0.000315649,0.0001221172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712411,"about_ca_system_score_gemma":0.0004119777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004256232,"about_ca_topic_score_gemma":0.006456279,"domain_scores_codex":[0.9993659,0.0002499369,0.00008231085,0.00005130374,0.0001568815,0.00009370657],"domain_scores_gemma":[0.9976675,0.0003421827,0.001286164,0.0000535552,0.0002714293,0.0003792141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000014201,0.00003150581,0.9986504,0.000008425536,0.00001096236,0.00001393598,0.00008130924,0.00001216879,0.00009149842,0.000002981348,0.00004951774,0.001033167],"study_design_scores_gemma":[7.29652e-7,0.00002821711,0.9996369,0.000007568077,0.000003553482,0.00005125222,0.0001756019,0.00002855863,0.00001669904,0.000002941774,0.00004721585,7.811066e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994538,0.0002087457,0.00003804512,0.00007190883,0.000003756258,0.000003058132,0.0000373157,0.000001453029,0.0001817763],"genre_scores_gemma":[0.9996942,0.0001018553,0.00005837985,0.00002886542,0.000007076433,0.000004228619,0.00006280111,5.419553e-7,0.0000420658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004256232,"threshold_uncertainty_score":0.008462906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369190862146308,"score_gpt":0.4287621696100578,"score_spread":0.3850702609885946,"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."}}