{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000242776,0.0001374698,0.0001748029,0.0001244045,0.001590797,0.00001924042,0.00007594005,0.0004250325,0.001906521],"category_scores_gemma":[0.0001884089,0.0001173037,0.00003195992,0.0002332993,0.00007863529,0.000285331,0.00008873954,0.0009458146,0.001206661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009146667,"about_ca_system_score_gemma":0.0003450218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004546948,"about_ca_topic_score_gemma":0.00002725932,"domain_scores_codex":[0.998446,0.0002899872,0.0004491993,0.0002361492,0.0002168919,0.0003617737],"domain_scores_gemma":[0.9986286,0.0006064725,0.0001824364,0.0001730212,0.000245446,0.0001640194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001566632,0.0001470797,0.5241978,0.0001030808,0.00006846562,0.000002503456,0.003585178,0.00009499523,0.000500075,0.06846683,0.1461145,0.2567039],"study_design_scores_gemma":[0.001821523,0.0001035693,0.7978376,0.006896155,0.00005196094,0.000004671174,0.0423799,0.003776555,0.00007815401,0.01377164,0.1325648,0.000713421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477221,0.001382951,0.0009675723,0.02706072,0.0004692225,0.001168102,0.00005391359,0.0001686017,0.02100681],"genre_scores_gemma":[0.9871856,0.0002576732,0.000695701,0.001296343,0.0006545513,0.0002201109,0.0001007836,0.00002211216,0.009567139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736398,"threshold_uncertainty_score":0.999709,"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."}}