{"id":"W3092773816","doi":"10.1111/epi.16712","title":"SUDEP classification: Discordances between forensic investigators and epileptologists","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"H. Lundbeck A/S; Finding A Cure for Epilepsy and Seizures; American Epilepsy Society","keywords":"Coroner; Medicine; Concordance; Epilepsy; Psychiatry; Autopsy; Medical examiner; Cause of death; Forensic pathology; Medical diagnosis; Pediatrics; Emergency medicine; Poison control; Internal medicine; Injury prevention; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123922,0.0002455143,0.0003452762,0.00473562,0.0007903636,0.001268732,0.001070419,0.0006173242,0.00110567],"category_scores_gemma":[0.06023778,0.0004357483,0.0002629346,0.001940095,0.0006478257,0.001072309,0.00247695,0.0004372238,0.0005498226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008237499,"about_ca_system_score_gemma":0.0006218434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005497509,"about_ca_topic_score_gemma":0.004309834,"domain_scores_codex":[0.9897007,0.003897205,0.002303079,0.001317101,0.001888801,0.0008931424],"domain_scores_gemma":[0.9504636,0.01975816,0.01659222,0.003570779,0.008420885,0.001194343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006025398,0.000008754166,0.9964111,0.00001192536,0.000015606,0.000121162,0.0007618488,0.00003615316,0.00007649276,0.00004702172,0.0001401188,0.002309471],"study_design_scores_gemma":[0.00001316218,0.00007631963,0.9931116,0.00004403981,0.00002667036,0.001399223,0.002546468,0.001404868,0.0005579272,0.000217002,0.0005869007,0.00001597469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980521,0.0002494293,0.0003290939,0.0001061296,0.00001593285,0.00002220775,0.0002827712,0.00001213952,0.000930139],"genre_scores_gemma":[0.999063,0.00007520516,0.0003475582,0.00003131434,0.00001886023,0.00001323086,0.0003357085,0.000003976847,0.0001112725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123922,"threshold_uncertainty_score":0.05943936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09473685999722208,"score_gpt":0.3279068591133903,"score_spread":0.2331699991161682,"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."}}