{"id":"W4409708349","doi":"10.1111/epi.18338","title":"Updated classification of epileptic seizures: Position paper of the International League Against Epilepsy","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"UCB Pharma; Great Ormond Street Institute of Child Health; Engineering and Physical Sciences Research Council; HORIZON EUROPE Framework Programme; Vitaflo; Neuraxpharm; H. Lundbeck A/S; National Institute of Neurological Disorders and Stroke; University of Cambridge; Great Ormond Street Hospital Charity; National Institute for Health and Care Research; Angelini Pharma; Sage Therapeutics; Zogenix; Ultragenyx Pharmaceutical; SK Life Science; Innovationsfonden; Ministero della Salute; LivaNova; Ono Pharmaceutical; Eisai; Eurostars; Genentech; University of Oxford; Jazz Pharmaceuticals; Sanofi; GW Pharmaceuticals; LifeArc; Otsuka Pharmaceutical; European Commission","keywords":"Epilepsy; Seizure types; Psychology; Semiology; Epilepsy syndromes; Epileptic seizure; Consciousness; Medicine; Neuroscience","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":[0.03342391,0.002082242,0.002660274,0.01270406,0.001880059,0.007082415,0.006002338,0.004296892,0.00424194],"category_scores_gemma":[0.0562322,0.0007603655,0.003036387,0.008601211,0.00283359,0.004961447,0.005062962,0.009503498,0.005957123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01615149,"about_ca_system_score_gemma":0.03138945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.052288,"about_ca_topic_score_gemma":0.03542632,"domain_scores_codex":[0.9754544,0.004795067,0.006992565,0.001078341,0.01000832,0.001671277],"domain_scores_gemma":[0.9293545,0.007482692,0.005439602,0.001975568,0.05231005,0.003437616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001322322,0.00008449621,0.006994769,0.001186712,0.00009185878,0.0002294372,0.0006220967,0.00093202,0.0003903367,0.008418795,0.76853,0.2123872],"study_design_scores_gemma":[0.0001349788,0.0000870896,0.01942101,0.004587336,0.0001370883,0.001043591,0.0008887186,0.001037242,0.000406654,0.006267562,0.9658679,0.0001208469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01912512,0.1053033,0.0529159,0.5695485,0.09350149,0.0078257,0.03873179,0.001522795,0.1115254],"genre_scores_gemma":[0.1296241,0.1670482,0.2237747,0.1036094,0.03642421,0.018692,0.2249619,0.002192201,0.09367327],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.052288,"threshold_uncertainty_score":0.1767647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016523818205926,"score_gpt":0.299377856223281,"score_spread":0.282854038017355,"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."}}