{"id":"W2975177052","doi":"10.1111/bjso.12342","title":"Empathy choice in physicians and non‐physicians","year":2019,"lang":"en","type":"article","venue":"British Journal of Social Psychology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Empathy; Psychology; Trait; Cognition; Perspective-taking; Clinical psychology; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002622479,0.00006997915,0.0003591894,0.00008495692,0.00003707825,0.0000112738,0.00006829116,0.0001378141,0.00009514543],"category_scores_gemma":[0.0001055062,0.00008315396,0.00008769829,0.0001655052,0.0001225127,0.0001014788,0.000009588406,0.0005213999,0.00001884371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003411921,"about_ca_system_score_gemma":0.00007165367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007069361,"about_ca_topic_score_gemma":0.00006097579,"domain_scores_codex":[0.9991331,0.0000557875,0.0003180726,0.0001321001,0.0001647846,0.0001961251],"domain_scores_gemma":[0.9995318,0.00004706761,0.0001927256,0.000057023,0.00009960425,0.00007180304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000380336,0.002125449,0.08589785,0.0001518852,0.0001321067,0.0007588511,0.04960909,9.122117e-7,0.008120202,0.00007846732,0.03737144,0.8153734],"study_design_scores_gemma":[0.003063664,0.0004087624,0.9834975,0.0003528383,0.00003593581,0.0009481868,0.006639751,0.000002629636,0.00003446109,0.0003408266,0.004598703,0.00007671423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894007,0.0005996659,0.00002244128,0.004442635,0.0008804018,0.0001251372,0.000002628732,0.000005034335,0.004521291],"genre_scores_gemma":[0.9917324,0.0003192466,0.0001147613,0.006303294,0.001139245,0.000001983999,0.00000349168,0.00001297591,0.0003726369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975997,"threshold_uncertainty_score":0.339092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350161869542716,"score_gpt":0.3400529504579027,"score_spread":0.3265513317624755,"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."}}