{"id":"W4391785900","doi":"10.1097/jom.0000000000003063","title":"Emotional Exhaustion in Healthcare Workers","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Institute for Occupational Safety and Health","keywords":"Emotional exhaustion; Health care; Environmental health; Emotional labor; Burnout; Medicine; Psychology; Clinical psychology; Social psychology; Political science","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":[0.001370665,0.0002792777,0.0002694766,0.0007549558,0.000627415,0.0007524492,0.0002200738,0.0004603719,0.001853522],"category_scores_gemma":[0.004544769,0.0001461735,0.0003734977,0.0004787434,0.0004149299,0.0003395246,0.00127352,0.0004369736,0.0002077549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450362,"about_ca_system_score_gemma":0.0004528923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361305,"about_ca_topic_score_gemma":0.001263151,"domain_scores_codex":[0.9991272,0.0003045743,0.00009006841,0.00007736974,0.0001638852,0.0002369323],"domain_scores_gemma":[0.9981509,0.0003523135,0.0009780911,0.0000456771,0.0001987915,0.0002741664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008915426,0.0002136216,0.9806652,0.0001999347,0.00006828487,0.0001607863,0.002150085,0.00009046466,0.0004533771,0.0001010233,0.0004747003,0.01533335],"study_design_scores_gemma":[0.000003771401,0.0001044367,0.9969805,0.0001031667,0.00001051487,0.0001460911,0.001980415,0.00006404779,0.00005919748,0.00008198965,0.0004609445,0.000005061268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968289,0.00106307,0.0001111778,0.0003470052,0.00002720257,0.00001875073,0.00008063147,0.00000306636,0.001520157],"genre_scores_gemma":[0.9992823,0.0002901402,0.00005425464,0.0000932539,0.00001652638,0.0000177596,0.0000588145,6.94016e-7,0.0001863504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001853522,"threshold_uncertainty_score":0.007248878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809661943903121,"score_gpt":0.4367642395995381,"score_spread":0.3686676201605069,"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."}}