{"id":"W4206767211","doi":"10.1097/00001888-200310000-00001","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":[0.001530142,0.001030681,0.0007733746,0.002381343,0.002829811,0.005288973,0.001652142,0.001638203,0.6266782],"category_scores_gemma":[0.01136097,0.0004133677,0.0006197763,0.00195947,0.0007654852,0.003652214,0.002490501,0.003521224,0.4851894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201044,"about_ca_system_score_gemma":0.003049503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717849,"about_ca_topic_score_gemma":0.004359082,"domain_scores_codex":[0.9986933,0.0001863606,0.0001024259,0.0002358717,0.0006540174,0.0001281394],"domain_scores_gemma":[0.9941063,0.0007701489,0.0002237221,0.0004990675,0.00343681,0.0009639228],"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":[0.00001734429,0.00001193328,0.00006456654,0.00009291892,0.000001295947,0.00003636957,0.00006462205,0.00002699609,0.00006883969,0.002281389,0.9733467,0.02398707],"study_design_scores_gemma":[0.000002910275,0.00001003844,0.0001903185,0.000111965,8.703722e-7,0.00004449987,0.00007860017,0.0000131909,0.00003608916,0.0008938297,0.9986143,0.000003345106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001023709,0.009537132,0.003373189,0.02700021,0.1446379,0.0005872861,0.01048076,0.001485485,0.8018743],"genre_scores_gemma":[0.004112524,0.005340335,0.001546601,0.006782078,0.01985745,0.0002971444,0.009171274,0.0007656695,0.9521269],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6266782,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468908336016144,"score_gpt":0.3682451359268071,"score_spread":0.3235560525666457,"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."}}