{"id":"W4225415811","doi":"10.1111/epi.17240","title":"International League Against Epilepsy classification and definition of epilepsy syndromes with onset at a variable age: position statement by the ILAE Task Force on Nosology and Definitions","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Cumming School of Medicine, University of Calgary; Allergan; National Institutes of Health; Arvelle Therapeutics; Neuraxpharm; Epilepsiatutkimussäätiö; Sunovion; H. Lundbeck A/S; UCB Pharma; G.L. Pharma; EVER Neuro Pharma; Otsuka Pharmaceutical; Marinus Pharmaceuticals; Alberta Innovates; Eisai; Austrian Science Fund; Greenwich Biosciences; Bundesministerium für Wissenschaft und Forschung; Zynerba Pharmaceuticals; Sanofi; GW Pharmaceuticals; Biogen; Pfizer; LivaNova; GlaxoSmithKline; Zogenix; European Commission; U.S. Department of Defense; Eli Lilly and Company; SK Life Science; National Institute of Neurological Disorders and Stroke; University of Calgary","keywords":"Nosology; Epilepsy; Epilepsy syndromes; Etiology; Psychology; Psychiatry; Electroencephalography; Pediatrics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00753938,0.001146141,0.00124467,0.00548655,0.0008315932,0.001719503,0.00214207,0.001289589,0.002719693],"category_scores_gemma":[0.01624734,0.0001994125,0.001377522,0.003555713,0.001607028,0.001875728,0.002224678,0.002898692,0.00165884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550222,"about_ca_system_score_gemma":0.008884253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362475,"about_ca_topic_score_gemma":0.01733612,"domain_scores_codex":[0.9950415,0.00116404,0.00176144,0.0002470641,0.001409,0.0003769096],"domain_scores_gemma":[0.986488,0.00234349,0.003783064,0.0004100408,0.006337136,0.0006381888],"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":[0.0006308181,0.0001342622,0.0669712,0.002163468,0.0002705411,0.001634388,0.001136736,0.0010977,0.003072429,0.04506242,0.5416102,0.3362158],"study_design_scores_gemma":[0.0004093764,0.0002824472,0.1210897,0.008413467,0.0004236468,0.01517331,0.001609051,0.001924276,0.00162975,0.0454039,0.8034039,0.0002370611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0748317,0.3332373,0.1130354,0.2211115,0.03141633,0.006360178,0.04127936,0.0009697373,0.1777584],"genre_scores_gemma":[0.336688,0.2002978,0.2213562,0.05434723,0.01539462,0.01058844,0.1237268,0.0007900891,0.03681092],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01362475,"threshold_uncertainty_score":0.03987253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949297861279516,"score_gpt":0.2826777509449845,"score_spread":0.2431847723321893,"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."}}