{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004431372,0.0002145555,0.0003107345,0.0001886588,0.0005449909,0.00003306367,0.0001147276,0.00006455686,0.0003394409],"category_scores_gemma":[0.00007917335,0.0001599029,0.00005406588,0.0002320361,0.0003137536,0.0001019376,0.0001456533,0.0003400143,0.00001616998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690909,"about_ca_system_score_gemma":0.0001118286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007987789,"about_ca_topic_score_gemma":0.0000250564,"domain_scores_codex":[0.9979998,0.0002755779,0.0004082521,0.0004460191,0.0005533542,0.0003169618],"domain_scores_gemma":[0.9987337,0.0004263908,0.0002300084,0.0003428397,0.0001117113,0.0001553682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01185022,0.006108853,0.6831962,0.0004828331,0.002305274,0.0008998117,0.003005025,0.0002551919,0.05583498,0.1437647,0.08410721,0.00818965],"study_design_scores_gemma":[0.01388716,0.01476595,0.9253753,0.0004140802,0.0006861883,0.003019813,0.003090354,0.00210495,0.001908113,0.01095983,0.02306651,0.0007217842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772704,0.0002827949,0.0004033354,0.007476998,0.00009874805,0.0009799546,0.001240744,0.00004413323,0.01220291],"genre_scores_gemma":[0.9912396,0.00105263,0.001421977,0.0008457832,0.00002857303,0.0006875559,0.004136542,0.00002970549,0.0005575974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421791,"threshold_uncertainty_score":0.652065,"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."}}