{"id":"W4401364629","doi":"10.36399/surgo.1.293","title":"Medical Reminiscences","year":2024,"lang":"en","type":"article","venue":"Surgo.","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.003543691,0.001224626,0.0007019406,0.0026838,0.01028376,0.007157071,0.001907675,0.004574392,0.07855894],"category_scores_gemma":[0.03110768,0.0003934867,0.001230833,0.002104137,0.00423112,0.005645328,0.006852379,0.01041666,0.03406259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004033934,"about_ca_system_score_gemma":0.003011185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206352,"about_ca_topic_score_gemma":0.003670656,"domain_scores_codex":[0.9953999,0.002088396,0.0002818684,0.0004613629,0.001137044,0.0006315902],"domain_scores_gemma":[0.9896604,0.003097377,0.0007690957,0.001100037,0.002353499,0.003019575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006575452,0.00003732173,0.0003416263,0.0002888066,0.00001451248,0.001665558,0.01203807,0.00001885202,0.0002673142,0.01282434,0.9373882,0.03504969],"study_design_scores_gemma":[0.000002531495,0.00000862848,0.0001225299,0.0001503675,0.000002397679,0.0009067121,0.003959655,0.000003975653,0.00005200558,0.0008846651,0.9938983,0.000008178915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009937094,0.07641064,0.002017644,0.3091855,0.267033,0.0001672005,0.00206771,0.0007068086,0.3324743],"genre_scores_gemma":[0.1252578,0.04667382,0.002146124,0.1731013,0.09013297,0.0003094967,0.001723529,0.0007430453,0.559912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07855894,"threshold_uncertainty_score":0.2628059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962417055086284,"score_gpt":0.3534458438170892,"score_spread":0.3338216732662264,"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."}}