{"id":"W3134662095","doi":"10.1097/acm.0000000000003748","title":"Decline of Empathy During Medical Education","year":2021,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Cross-sectional study; Cohort; Burnout; Family medicine; Medicine; Quarter (Canadian coin); Cohort study; Psychology; Clinical psychology; Psychiatry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00278021,0.0005184248,0.0007023494,0.0008534836,0.001838187,0.002864585,0.001658259,0.006542717,0.005334105],"category_scores_gemma":[0.03545206,0.0003513597,0.0004297782,0.0007420679,0.00140821,0.002557825,0.001326138,0.007875671,0.001691307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863577,"about_ca_system_score_gemma":0.002230512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196925,"about_ca_topic_score_gemma":0.003476676,"domain_scores_codex":[0.9977889,0.000732228,0.0002797106,0.0003324352,0.0005896216,0.0002770021],"domain_scores_gemma":[0.9809818,0.01032152,0.002305109,0.0003398499,0.004061326,0.001990402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001333629,0.00008961599,0.008505206,0.0008942467,0.00005970458,0.002905675,0.001130101,0.00007506536,0.0001791624,0.0008947821,0.9260122,0.059121],"study_design_scores_gemma":[0.0002162654,0.0003859402,0.06545326,0.004375534,0.0002116915,0.02088363,0.005711308,0.001338721,0.0008745628,0.003723668,0.896678,0.000147511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01675027,0.03290918,0.0004403775,0.6888264,0.2566671,0.00003467694,0.0002654727,0.0000693522,0.004037162],"genre_scores_gemma":[0.1778463,0.03198719,0.0006169938,0.332794,0.4498542,0.0001113353,0.0002174289,0.00009133438,0.006481215],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006542717,"threshold_uncertainty_score":0.01784438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152832103780354,"score_gpt":0.3616784441669215,"score_spread":0.330150123129118,"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."}}