{"id":"W7117103433","doi":"10.1002/jdd.70131","title":"Evaluation of Dental Student Empathy Scores Using Cognitive and Effective Empathy Measures","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Cognition; Class (philosophy); Dental education","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":[0.003724066,0.0002673286,0.000306136,0.001471248,0.0003867718,0.0006738356,0.0003712507,0.0003847283,0.003065439],"category_scores_gemma":[0.006875314,0.0001342534,0.000537269,0.0005631141,0.0003554371,0.0004129951,0.001179067,0.0006251765,0.0003795224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400318,"about_ca_system_score_gemma":0.000436763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007411636,"about_ca_topic_score_gemma":0.001468192,"domain_scores_codex":[0.9978915,0.0007482593,0.0003078404,0.0001420427,0.0006413704,0.0002689696],"domain_scores_gemma":[0.9946126,0.001362579,0.001845748,0.0001803539,0.001138299,0.0008605051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073577,0.0004537181,0.9782613,0.00005222604,0.00005717946,0.00003358276,0.001256508,0.0001096151,0.001203945,0.00007272704,0.0004211309,0.01787079],"study_design_scores_gemma":[0.00001748783,0.0006892533,0.9960168,0.00001422562,0.00002581292,0.0001370664,0.00137707,0.0004000155,0.0008141206,0.00005837093,0.0004394566,0.00001033636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998584,0.00004814893,0.0002415334,0.00003163423,0.000003608065,0.0000328795,0.00007233996,0.00000754429,0.0009782545],"genre_scores_gemma":[0.9988675,0.00005536265,0.0005705732,0.00001227971,0.000003602861,0.00005744585,0.00009938294,0.00000154032,0.0003324824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724066,"threshold_uncertainty_score":0.01969498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289529901474947,"score_gpt":0.4170458639573095,"score_spread":0.3841505649425601,"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."}}