{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006442434,0.0001087391,0.0002434911,0.00007875323,0.00004003276,7.377525e-7,0.00006473556,0.0001961268,0.001999775],"category_scores_gemma":[0.003404273,0.00007451819,0.00002650021,0.0002341921,0.0001663466,0.00004481788,0.000007291052,0.0006461189,0.0001871823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004611722,"about_ca_system_score_gemma":0.0001723235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113253,"about_ca_topic_score_gemma":1.955717e-7,"domain_scores_codex":[0.998874,0.00004834899,0.0002835781,0.000204,0.0003492047,0.000240884],"domain_scores_gemma":[0.9991714,0.0001128063,0.00005972636,0.0002034247,0.00005811204,0.0003944911],"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":[0.00023897,0.0001559961,0.03530871,0.0006298076,0.0001752367,0.0001120532,0.1698472,0.000001846534,0.03091641,0.08855776,0.6411919,0.03286408],"study_design_scores_gemma":[0.004666036,0.0007103617,0.01196776,0.0009452289,0.0003049519,0.0007605238,0.03382832,0.00003112924,0.01465273,0.007584698,0.9243064,0.000241901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8306732,0.004881288,0.0008625243,0.02136107,0.001202363,0.0004143947,4.736072e-7,0.0001287401,0.140476],"genre_scores_gemma":[0.9684669,0.0009044435,0.0001996148,0.008215463,0.0006818465,0.00001907269,0.00001409226,0.00001430862,0.02148425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831145,"threshold_uncertainty_score":0.9989125,"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."}}