{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02263196,0.0001737108,0.001465663,0.000489448,0.00009361232,0.000005819968,0.0002372484,0.0003775766,0.002116514],"category_scores_gemma":[0.03934168,0.0001094117,0.0002121669,0.000750746,0.0005684713,0.0002004488,0.00006678591,0.002889896,0.00006498131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158032,"about_ca_system_score_gemma":0.0004185697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000947132,"about_ca_topic_score_gemma":0.000006511708,"domain_scores_codex":[0.9927956,0.0008554625,0.002587443,0.0003122562,0.002933754,0.0005154719],"domain_scores_gemma":[0.9904714,0.004658491,0.00124047,0.0003493188,0.002325079,0.0009552881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213516,0.0002490621,0.8930445,0.0002154082,0.0003165219,0.00002548183,0.006603979,1.732626e-7,0.0001837561,0.00003249921,0.06875806,0.03034924],"study_design_scores_gemma":[0.004864977,0.007364694,0.9496393,0.00234267,0.0004276546,0.00002413881,0.01456708,0.00003124234,0.00006242484,0.001300194,0.01927792,0.00009774965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338494,0.001653653,0.0000302576,0.05002909,0.002553003,0.0004072679,0.000001344947,0.00001238102,0.01146358],"genre_scores_gemma":[0.9696721,0.006508233,0.00007361166,0.0004176582,0.01382739,0.000003847108,0.000010094,0.00002567993,0.009461405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05659479,"threshold_uncertainty_score":0.9994105,"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."}}