{"id":"W4417332189","doi":"10.1177/23821205251405320","title":"Restoring Empathy in Medical Education: The Measurable Impact of a Humanities-Based Course on Empathy","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Psychological intervention; Interpersonal communication; Interpersonal relationship; Social skills; Intervention (counseling)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032575,0.0001737258,0.0004225629,0.0003949611,0.000109475,0.00002259941,0.00026648,0.0002154051,0.0006889231],"category_scores_gemma":[0.004843862,0.0001051559,0.0001499603,0.0005320567,0.0001636423,0.00007247191,0.00002896479,0.0007948786,0.00000326087],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004936224,"about_ca_system_score_gemma":0.04809092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008839314,"about_ca_topic_score_gemma":0.00002595999,"domain_scores_codex":[0.996381,0.0001850582,0.0009703591,0.0001748169,0.002072082,0.0002166832],"domain_scores_gemma":[0.9981344,0.0001881807,0.0003553871,0.0002231945,0.0005465887,0.0005522925],"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":[0.0005660499,0.02151893,0.09892899,0.0007877102,0.0004491654,0.00008395419,0.05820982,0.00002679037,0.0000229703,0.003333852,0.08268251,0.7333893],"study_design_scores_gemma":[0.005922493,0.00100591,0.8388881,0.02377515,0.0003098009,0.0006733108,0.07225461,0.0004998849,0.0006012039,0.0006348577,0.05506553,0.0003691426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684905,0.005130677,0.00009977126,0.02298054,0.001678278,0.0002738208,3.354424e-7,0.00000721197,0.00133879],"genre_scores_gemma":[0.992071,0.0005023594,0.0003342904,0.006317305,0.0003454055,0.00004416218,0.00001129201,0.000009835931,0.0003643148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7399591,"threshold_uncertainty_score":0.9573056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281711994451814,"score_gpt":0.3734278869550506,"score_spread":0.3506107670105325,"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."}}