{"id":"W4365443144","doi":"10.1111/medu.15088","title":"When I say … burnout","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Burnout; Psychology; Social psychology; Medicine; 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":[0.004885303,0.0007866189,0.0009046165,0.001068029,0.008067049,0.0091117,0.0008396407,0.004740259,0.02058672],"category_scores_gemma":[0.02932666,0.0005057532,0.0008934716,0.00085646,0.01177474,0.007225461,0.00674132,0.01591843,0.01905368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002843866,"about_ca_system_score_gemma":0.005115136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382956,"about_ca_topic_score_gemma":0.005819913,"domain_scores_codex":[0.9896852,0.004110152,0.0003876884,0.0008835203,0.003014017,0.001919408],"domain_scores_gemma":[0.9879121,0.002096718,0.001711455,0.0005513846,0.003669292,0.004059016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009740543,0.00009727862,0.004419195,0.0004754082,0.00007513375,0.000685088,0.07266875,0.00003689309,0.00118304,0.0297433,0.8553674,0.03515126],"study_design_scores_gemma":[0.00003137873,0.0001196616,0.004491342,0.001390135,0.00003744214,0.001869779,0.07891702,0.00004417816,0.0004664313,0.01894698,0.8936005,0.00008513241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01773695,0.02219908,0.004238233,0.7548321,0.04949339,0.00007720134,0.0002328643,0.0005000362,0.1506902],"genre_scores_gemma":[0.2190767,0.02139295,0.003292391,0.5712721,0.01494473,0.0002784517,0.0003054815,0.0006582537,0.168779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02058672,"threshold_uncertainty_score":0.06886947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266004186834383,"score_gpt":0.4779753173517924,"score_spread":0.4253152754834486,"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."}}