{"id":"W3124701952","doi":"","title":"Physician Coping Styles and Emotional Exhaustion","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Denial; Coping (psychology); Optimism; Psychology; Situational ethics; Personality; Emotional exhaustion; Burnout; Negative affectivity; Social psychology; Pessimism; Big Five personality traits; Clinical psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001037901,0.0002326449,0.0001560798,0.001066194,0.0003408104,0.0007066113,0.0001968167,0.0003212405,0.002467602],"category_scores_gemma":[0.01006987,0.000107774,0.0003900827,0.0006268128,0.0005232515,0.0003421447,0.0007482672,0.0003471574,0.0001879255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064861,"about_ca_system_score_gemma":0.0003066653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180586,"about_ca_topic_score_gemma":0.001716812,"domain_scores_codex":[0.9992607,0.0003304941,0.0000733705,0.00004829418,0.0001587828,0.0001283109],"domain_scores_gemma":[0.9933363,0.002466201,0.003108136,0.0002157219,0.0002649634,0.0006085897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000605354,0.00009274879,0.9810774,0.00003206303,0.00006100833,0.0001637487,0.002107575,0.0001606467,0.0004079645,0.000142828,0.0001194182,0.01557393],"study_design_scores_gemma":[0.000007015979,0.00007522401,0.9962599,0.00003834888,0.0000128051,0.0005048866,0.002154821,0.0001783029,0.00008098159,0.0002402586,0.0004391723,0.000008197115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982415,0.000263852,0.0001193149,0.0001638121,0.000005310554,0.000007687384,0.0000256714,0.000002341617,0.001170459],"genre_scores_gemma":[0.9994472,0.000158,0.000124271,0.00004341124,0.00001093273,0.000006628612,0.00003525171,9.706437e-7,0.0001734022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467602,"threshold_uncertainty_score":0.008254945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277936185910233,"score_gpt":0.3760072687495781,"score_spread":0.3482136501585548,"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."}}