{"id":"W2053239343","doi":"10.1212/01.wnl.0000154517.82748.a7","title":"The frequency of intractable seizures after stopping AEDs in seizure-free children with epilepsy","year":2005,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Discontinuation; Epilepsy; Medicine; Pediatrics; Intractable epilepsy; Antiepileptic drug; Population; Epilepsy syndromes; Cohort; Anesthesia; Surgery; Psychiatry; Internal medicine","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":[0.0003482908,0.0001861445,0.0002287181,0.001037735,0.000379912,0.0005325147,0.0003261347,0.0004122244,0.001117978],"category_scores_gemma":[0.002276937,0.0001805096,0.000254615,0.0007733451,0.000467437,0.0003459677,0.0003593267,0.0003525816,0.0001477483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007318841,"about_ca_system_score_gemma":0.000454775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02286506,"about_ca_topic_score_gemma":0.02923988,"domain_scores_codex":[0.9996177,0.00006445613,0.00004059255,0.00006408164,0.0001058218,0.0001072796],"domain_scores_gemma":[0.9978223,0.0003448968,0.001400812,0.00005517575,0.0001353677,0.0002414132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001955152,0.000004765017,0.9990727,0.000004198369,0.000006299415,0.0002306472,0.0000650378,0.000009476558,0.00006111234,0.000004269175,0.00004595402,0.0004759497],"study_design_scores_gemma":[0.000001713308,0.00002313649,0.9987664,0.000003350414,0.000005011636,0.001012165,0.00009414036,0.00001482318,0.00002190599,0.000003106565,0.00005316851,0.000001094819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999403,0.0002172767,0.00001014511,0.00002299852,0.000001757407,0.000003270705,0.0001420829,0.000001549112,0.0001978984],"genre_scores_gemma":[0.9995914,0.0001403727,0.00001757696,0.00001439523,0.000003768753,0.000003263563,0.000176565,0.000001090799,0.0000515431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02286506,"threshold_uncertainty_score":0.04546392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007866395414794352,"score_gpt":0.2529267037541046,"score_spread":0.2450603083393102,"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."}}