{"id":"W3158872799","doi":"10.1212/wnl.0000000000011849","title":"Sudden Unexpected Death in Epilepsy","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stichting Epilepsie Instellingen Nederland; Epilepsy Society; GW Pharmaceuticals; Guarantors of Brain; Sun Pharma; Stockholms Läns Landsting; National Institute for Health and Care Research; Finding A Cure for Epilepsy and Seizures; York University; Zogenix; Karolinska Institutet; NYU Langone Medical Center; Eisai; University College London Hospitals NHS Foundation Trust; Sanofi","keywords":"Epilepsy; Logistic regression; Medicine; Confidence interval; Population; Cohort; Tonic (physiology); Cohort study; Statistics; Internal medicine; Psychiatry; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002781814,0.0004909727,0.0004267472,0.001300849,0.0001500047,0.0005936926,0.0004225933,0.0003571427,0.001657644],"category_scores_gemma":[0.01670719,0.0001122505,0.00047488,0.0006895225,0.0001681434,0.0004967878,0.0007213686,0.0004305672,0.0004038406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858693,"about_ca_system_score_gemma":0.0006155575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296026,"about_ca_topic_score_gemma":0.003704791,"domain_scores_codex":[0.998744,0.000535705,0.0001363208,0.0002430043,0.0002804275,0.00006053731],"domain_scores_gemma":[0.9940401,0.002292502,0.002328194,0.0003627807,0.0007574228,0.0002190446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00021435,0.00004758696,0.9416534,0.000155914,0.0003158796,0.0001611162,0.00006471061,0.006108795,0.0002042594,0.00047123,0.003011173,0.04759162],"study_design_scores_gemma":[0.00007007127,0.0004088148,0.9186221,0.0002728979,0.000259071,0.001641056,0.0001258187,0.07143906,0.0008822905,0.00272039,0.003508234,0.00005029175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313527,0.003574993,0.04305436,0.001484839,0.0002410428,0.0002855311,0.01065198,0.001031617,0.008322957],"genre_scores_gemma":[0.9877517,0.0005089795,0.006733691,0.0001761783,0.00008604262,0.00008761949,0.004119049,0.00002189938,0.0005147712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002781814,"threshold_uncertainty_score":0.0147118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849030283165956,"score_gpt":0.3134658222092527,"score_spread":0.2849755193775932,"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."}}