{"id":"W3157516150","doi":"10.1002/cncy.22440","title":"Turning Heads: A Much‐Needed Project in Empathy","year":2021,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Empathy; MEDLINE; Medical physics; Psychiatry","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":[0.0002470756,0.000115965,0.0003368618,0.000133498,0.0000344551,0.000006571787,0.00005256514,0.0001632551,0.0003436273],"category_scores_gemma":[0.0007174509,0.0001064379,0.0000627674,0.0004253507,0.00008259611,0.00004744059,0.00003371871,0.0003913481,0.00002684706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815307,"about_ca_system_score_gemma":0.001348168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928445,"about_ca_topic_score_gemma":0.0001922841,"domain_scores_codex":[0.9988351,0.0001163204,0.0002575082,0.000336388,0.0001311041,0.0003236002],"domain_scores_gemma":[0.9994261,0.00005803623,0.00005369072,0.00023715,0.0001102007,0.0001148378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009864375,0.002094092,0.2279291,0.001090439,0.0000842593,0.01354447,0.4127673,0.00002776385,0.1726043,0.001073343,0.0188806,0.1489179],"study_design_scores_gemma":[0.01266163,0.001161924,0.5327641,0.001937684,0.000318443,0.006453928,0.2537667,0.0004390708,0.1212243,0.001502697,0.06683087,0.0009385867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863783,0.004349289,0.00006783722,0.005332245,0.0008591339,0.0002256432,0.000004855642,0.00004957238,0.002733178],"genre_scores_gemma":[0.9904111,0.0005749394,0.0006522352,0.00625965,0.0004744811,0.0002007806,0.00004856231,0.00001825608,0.001359993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048351,"threshold_uncertainty_score":0.434041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399145432820984,"score_gpt":0.3753469881982818,"score_spread":0.3354324449161834,"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."}}