{"id":"W4396680348","doi":"10.2139/ssrn.4162993","title":"A Price Tag on Clinical Empathy? Factors Influencing Its Cost-Effectiveness","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; University of Toronto","funders":"","keywords":"Empathy; Psychology; Business; Actuarial science; Economics; 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":[0.009731177,0.0002747332,0.000779645,0.001229761,0.0006029285,0.002946905,0.0006702723,0.001858448,0.0290417],"category_scores_gemma":[0.1274218,0.0002715719,0.001713953,0.001628344,0.001172088,0.003048045,0.001451369,0.002820219,0.001132257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516905,"about_ca_system_score_gemma":0.003725054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553991,"about_ca_topic_score_gemma":0.003451691,"domain_scores_codex":[0.9907455,0.005359856,0.0009685495,0.0003444692,0.001818553,0.0007629807],"domain_scores_gemma":[0.8432605,0.1290164,0.0145958,0.001971882,0.003941584,0.007213869],"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":[0.01882101,0.004808979,0.4306049,0.001846109,0.003049267,0.000691863,0.0006074694,0.004186056,0.0008075497,0.0100414,0.008245192,0.5162902],"study_design_scores_gemma":[0.0034916,0.0126119,0.9174815,0.003073041,0.005109374,0.002644893,0.002871173,0.01088246,0.001488963,0.02128449,0.01882233,0.0002382525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791291,0.02772132,0.002708648,0.0463428,0.0013969,0.0004897048,0.0009913034,0.00006355783,0.04115666],"genre_scores_gemma":[0.9939995,0.001882563,0.001200601,0.001565076,0.0004834381,0.00005839287,0.0001364764,0.00001809137,0.0006559188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290417,"threshold_uncertainty_score":0.0971542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04727507738805747,"score_gpt":0.3969376119447107,"score_spread":0.3496625345566532,"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."}}