{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399504,0.0000937544,0.0002210272,0.0006335995,0.0006612873,0.001386319,0.0002073545,0.0004866976,0.002153125],"category_scores_gemma":[0.02205845,0.00009591244,0.0002200218,0.0003845365,0.0006421235,0.000533498,0.001566296,0.0006484928,0.00014605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008351492,"about_ca_system_score_gemma":0.0007744952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504459,"about_ca_topic_score_gemma":0.0008446323,"domain_scores_codex":[0.9967566,0.001792233,0.0002410772,0.0001452816,0.0006423424,0.0004224078],"domain_scores_gemma":[0.9903122,0.003458588,0.003577071,0.0002535029,0.0009199652,0.001478618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002467664,0.0003131215,0.8411908,0.0002976946,0.0002376919,0.001090456,0.03350938,0.0003542784,0.002428798,0.001288204,0.00275624,0.1162866],"study_design_scores_gemma":[0.00002173881,0.0002792764,0.9609874,0.0002073321,0.00005458116,0.002372362,0.0271449,0.000613815,0.0004669801,0.00167896,0.006139523,0.00003307832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927405,0.001032498,0.0003654845,0.001413587,0.00002438831,0.00001095005,0.00002659716,0.000004649559,0.004381431],"genre_scores_gemma":[0.9994671,0.0001639542,0.0001333272,0.00009267274,0.00000516448,0.000003815632,0.00000831522,5.761237e-7,0.0001251182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002399504,"threshold_uncertainty_score":0.01268995,"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."}}