{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005274826,0.00007593078,0.0002046067,0.00006950773,0.00001880381,0.000004580027,0.00003947785,0.00008238701,0.0006802673],"category_scores_gemma":[0.0001647855,0.0000656777,0.0000463163,0.0002098424,0.00003180186,0.0000167708,0.00004391724,0.000264132,0.0001987487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000017665,"about_ca_system_score_gemma":0.0001443034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299383,"about_ca_topic_score_gemma":0.0003813857,"domain_scores_codex":[0.999072,0.0001232427,0.0001283617,0.0002552039,0.0001199254,0.0003013166],"domain_scores_gemma":[0.99945,0.0001079572,0.00001417938,0.0002515892,0.00005365036,0.0001226725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005044751,0.0003394407,0.9799052,0.00001035901,0.00002879945,0.01296296,0.00004018703,0.000001569918,0.003663077,0.0007076429,0.0005778581,0.001258461],"study_design_scores_gemma":[0.002182832,0.001214028,0.9867037,0.000005547688,0.00001396546,0.0005987773,0.000005634534,0.00005870654,0.002734421,0.0004251209,0.006013076,0.0000441693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771831,0.000473466,0.000004627823,0.008504109,0.00008530799,0.0001280483,0.00000246931,0.00003510381,0.01358378],"genre_scores_gemma":[0.9966717,0.0001695893,0.0001266813,0.002237008,0.00006988582,0.00002739243,0.00003634324,0.00001197949,0.0006493642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01948867,"threshold_uncertainty_score":0.7448451,"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."}}