{"id":"W2122389628","doi":"10.7202/1016316ar","title":"Physician Coping Styles and Emotional Exhaustion","year":2013,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Denial; Coping (psychology); Optimism; Psychology; Situational ethics; Personality; Emotional exhaustion; Burnout; Social psychology; Negative affectivity; Pessimism; Big Five personality traits; Clinical psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001045038,0.0002318455,0.0001576102,0.001064786,0.0003415984,0.0007157104,0.0001989402,0.0003292503,0.002573278],"category_scores_gemma":[0.01032804,0.0001088757,0.0003924314,0.0006399833,0.0005359544,0.0003463824,0.000761636,0.0003581337,0.000194101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082229,"about_ca_system_score_gemma":0.0003048434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166202,"about_ca_topic_score_gemma":0.001665083,"domain_scores_codex":[0.9992357,0.0003475986,0.00007550326,0.00004977499,0.0001612345,0.0001300909],"domain_scores_gemma":[0.9930522,0.002623256,0.003202285,0.0002237559,0.0002675493,0.0006308949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006335469,0.00009593937,0.9807469,0.00003399677,0.00006287623,0.0001721775,0.002274225,0.0001634587,0.0004084754,0.0001470764,0.0001235582,0.01570801],"study_design_scores_gemma":[0.000007310222,0.00007870262,0.9961088,0.00003971678,0.00001295046,0.0005193989,0.002273916,0.0001770875,0.00007930741,0.0002403477,0.0004539767,0.000008443256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981887,0.0002725955,0.0001209628,0.000170577,0.000005460102,0.00000798127,0.0000262818,0.00000239079,0.001205043],"genre_scores_gemma":[0.999442,0.0001583626,0.0001248795,0.00004336583,0.00001115838,0.00000678832,0.00003476503,9.990853e-7,0.0001774818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002573278,"threshold_uncertainty_score":0.00860846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06680418174462803,"score_gpt":0.3840280055122518,"score_spread":0.3172238237676238,"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."}}