{"id":"W2950754121","doi":"10.14740/jocmr3878","title":"Association Between Empathy and Burnout Among Emergency Medicine Physicians","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Empathy and Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Empathy; Medicine; Interquartile range; Graduation (instrument); Family medicine; Depersonalization; Association (psychology); Observational study; Clinical psychology; Emotional exhaustion; Psychiatry; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270409,0.0001221229,0.0001578608,0.0006768306,0.0003938856,0.00047339,0.0001683186,0.0003912986,0.001570779],"category_scores_gemma":[0.01238148,0.0001216774,0.0001930419,0.000423951,0.0003432249,0.0003964705,0.0009352317,0.0004858799,0.0001082991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245281,"about_ca_system_score_gemma":0.0004191102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005827222,"about_ca_topic_score_gemma":0.000860068,"domain_scores_codex":[0.9982908,0.0008892425,0.0001781507,0.0001373621,0.0002973767,0.0002069672],"domain_scores_gemma":[0.9868922,0.004289156,0.006518163,0.0002522189,0.0009717873,0.001076469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005330603,0.0000474662,0.9970711,0.00002774412,0.00002448076,0.00004651781,0.000305474,0.00003321363,0.0001347489,0.00001729752,0.0000820928,0.002156523],"study_design_scores_gemma":[0.000002609949,0.00007170874,0.9989471,0.00002738174,0.000009047219,0.0002711372,0.0003644274,0.00009648537,0.00004994203,0.00002529781,0.0001328605,0.000002055388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989697,0.0003656733,0.00009020041,0.0001319538,0.000004074036,0.000004038479,0.00002383406,0.000001333831,0.0004091724],"genre_scores_gemma":[0.9997401,0.00008765041,0.00008243557,0.000024132,0.000008009249,0.000004256849,0.00002128102,4.292915e-7,0.00003179274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002270409,"threshold_uncertainty_score":0.01200724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794717601803358,"score_gpt":0.5485317182605943,"score_spread":0.3690599580802585,"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."}}