{"id":"W2911369449","doi":"10.1097/nmd.0000000000000927","title":"Clinicians' Empathy and Professional Quality of Life","year":2019,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Empathy and Medical Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Empathy; Compassion fatigue; Burnout; Psychology; Compassion; Quality (philosophy); Quality of life (healthcare); Clinical psychology; Psychotherapist; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247449,0.00005335332,0.0001929421,0.00002519456,0.00003474529,0.000002693948,0.0000378383,0.00002427297,0.0000902582],"category_scores_gemma":[0.0002463956,0.00002806835,0.00005539221,0.00003178615,0.00008973966,0.00005236741,0.00002406998,0.0001345312,0.000001795919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009768777,"about_ca_system_score_gemma":0.0002304801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463969,"about_ca_topic_score_gemma":8.776955e-7,"domain_scores_codex":[0.999222,0.00009160979,0.0003250681,0.0000482902,0.0002423606,0.00007064341],"domain_scores_gemma":[0.9991384,0.0001267465,0.0002221816,0.00008142537,0.00005669755,0.0003745518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02375655,0.004251857,0.8020563,0.002418047,0.0003699385,0.00003362679,0.08346362,0.000003463759,0.02044285,0.0006689948,0.01191258,0.05062224],"study_design_scores_gemma":[0.001969517,0.0004240128,0.9742399,0.0002783316,0.0001196133,0.00002794983,0.02206341,0.00002563619,0.00007213884,0.0002853075,0.0004551044,0.00003905092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920498,0.003013348,0.000001701316,0.00427861,0.000361251,0.0001538596,0.00000913163,0.000001656127,0.0001306591],"genre_scores_gemma":[0.9971573,0.0006265687,0.00002123188,0.001609645,0.000136876,6.233402e-7,0.000003517169,0.000003969765,0.0004403073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1721837,"threshold_uncertainty_score":0.1144594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855808842305596,"score_gpt":0.3641646862862245,"score_spread":0.3356065978631685,"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."}}