{"id":"W6957582819","doi":"10.60692/0wr8j-e4r36","title":"Methodology for classification and definition of epilepsy syndromes with list of syndromes: Report of the ILAE Task Force on Nosology and Definitions","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Nosology; Epilepsy; Epilepsy syndromes; Etiology; Idiopathic generalized epilepsy; Task (project management); Seizure types; Identification (biology)","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":[0.04698162,0.001944395,0.001902452,0.01617099,0.002344648,0.005144477,0.003232048,0.001362133,0.007541871],"category_scores_gemma":[0.07668941,0.001032508,0.003069366,0.01102191,0.002290795,0.00330233,0.005177327,0.003540249,0.005691242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005264916,"about_ca_system_score_gemma":0.02359276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0088978,"about_ca_topic_score_gemma":0.009602715,"domain_scores_codex":[0.9562743,0.01852974,0.01360981,0.002793401,0.007686649,0.001106057],"domain_scores_gemma":[0.9301748,0.01605914,0.010461,0.005971746,0.03590591,0.001427241],"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":[0.0005326623,0.0005148441,0.07277109,0.007059496,0.0003276496,0.000766423,0.007893467,0.001832268,0.006151501,0.05268604,0.3090367,0.5404279],"study_design_scores_gemma":[0.0002062515,0.0004833738,0.06029167,0.006254433,0.0002979681,0.002526129,0.00470948,0.004174171,0.005065837,0.01667385,0.899101,0.0002158016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03435994,0.02628583,0.6938927,0.02579116,0.0116218,0.09495224,0.05388219,0.002971986,0.05624206],"genre_scores_gemma":[0.01971813,0.007345509,0.8761092,0.002657844,0.001218585,0.05543248,0.02910983,0.0006892025,0.007719174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04698162,"threshold_uncertainty_score":0.2484655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873059122913061,"score_gpt":0.3034033435775715,"score_spread":0.1160974312862655,"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."}}