{"id":"W4413114096","doi":"10.1016/j.yebeh.2025.110648","title":"Sudden Unexpected Death in Epilepsy (SUDEP) Summit: Recommendations and priorities for clinical action, awareness, public health and epidemiology, and basic science","year":2025,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Epilepsy Foundation","keywords":"Summit; Workgroup; Public health; Action (physics); Medicine; Health care; Public relations; Political science; Nursing; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00504735,0.0006412924,0.00350133,0.001265432,0.000713326,0.0001308372,0.0002675634,0.0005222057,0.00004417975],"category_scores_gemma":[0.005908699,0.0005266409,0.0003206588,0.0009993669,0.001280158,0.0003178322,0.0003388436,0.001040155,0.000006296254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069052,"about_ca_system_score_gemma":0.007160214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004417953,"about_ca_topic_score_gemma":0.0005664499,"domain_scores_codex":[0.9935528,0.00115062,0.001992442,0.00162306,0.0003092799,0.001371775],"domain_scores_gemma":[0.9925291,0.004376886,0.0005833321,0.0007401917,0.0003286363,0.001441858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002649561,0.0002451714,0.4895809,0.002977291,0.00005736494,0.00001389713,0.00004077052,2.172151e-9,8.512199e-8,0.0002917244,0.001013486,0.5057528],"study_design_scores_gemma":[0.002537622,0.001511673,0.4627109,0.01054886,0.0008636655,0.0001431259,0.0002884276,0.000008425609,4.121131e-7,0.0001179545,0.5207951,0.0004738321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01896345,0.9704996,0.00005477369,0.004038502,0.0004837792,0.00526264,0.0005424373,0.0000947858,0.00006006538],"genre_scores_gemma":[0.001346458,0.9912502,0.002650856,0.0003240423,0.0002145534,0.002664135,0.0008478086,0.00005747578,0.0006444675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5197816,"threshold_uncertainty_score":0.9997185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3994056564872344,"score_gpt":0.5510736257500626,"score_spread":0.1516679692628282,"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."}}