{"id":"W3120141892","doi":"10.1111/epi.16793","title":"Autopsy‐reported cause of death in a population‐based cohort of sudden unexpected death in epilepsy","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Epilepsy Research Program of the Ontario Brain Institute","keywords":"Autopsy; Epilepsy; Medicine; Cause of death; Concordance; Pediatrics; Cohort; Population; Sudden death; Psychiatry; Pathology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004519001,0.0002347312,0.0008891939,0.000558894,0.00002585079,0.000008411613,0.000105826,0.0001692967,0.000654079],"category_scores_gemma":[0.0008022061,0.0002175806,0.0001771004,0.00120036,0.00005127507,0.00007934555,0.00005532713,0.0003045472,0.00001256419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316947,"about_ca_system_score_gemma":0.00077063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004691883,"about_ca_topic_score_gemma":0.001551214,"domain_scores_codex":[0.9971157,0.0002337485,0.001052603,0.0004812319,0.0006528471,0.0004638422],"domain_scores_gemma":[0.9982299,0.0002477895,0.0002493228,0.000748498,0.0003082466,0.0002162898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003806745,0.001385425,0.9915246,0.0001438792,0.0002177511,0.002616295,0.0001531113,0.00007428645,0.002442461,0.0007017406,0.00008852471,0.0002711906],"study_design_scores_gemma":[0.004427203,0.0003283009,0.983095,0.0004405478,0.0001244376,0.0000627703,0.00006071697,0.001061544,0.009937253,0.0002781558,0.00003438436,0.0001496818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957612,0.0004165718,0.00004840102,0.0003631365,0.00006357057,0.0007979429,0.000042048,0.00004174408,0.002465395],"genre_scores_gemma":[0.9965912,0.00008544149,0.001981452,0.00006193827,0.00003163584,0.0001009063,0.0006586715,0.00003496341,0.0004538531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429656,"threshold_uncertainty_score":0.887268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052041528073115,"score_gpt":0.3358668978036196,"score_spread":0.2953464825228884,"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."}}