{"id":"W4392349053","doi":"10.1016/j.eplepsyres.2024.107336","title":"Epilepsy in neurofibromatosis type 1: Prevalence, phenotype, and genotype in adults","year":2024,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto Rehabilitation Institute; Ontario Institute for Cancer Research","funders":"Toronto General and Western Hospital Foundation; American Epilepsy Society","keywords":"Epilepsy; Medicine; Neurofibromatosis; Pediatrics; Population; Epilepsy in children; Family history; Logistic regression; Young adult; Internal medicine; Psychiatry; Pathology","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":[0.0002240931,0.00024867,0.0002535308,0.001262516,0.0003210681,0.0003879872,0.000176668,0.00033348,0.001734502],"category_scores_gemma":[0.001178945,0.0001504456,0.0001438025,0.001035174,0.0002344658,0.0005547934,0.0003176586,0.0001299441,0.0002612608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241335,"about_ca_system_score_gemma":0.0001219002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522199,"about_ca_topic_score_gemma":0.002356804,"domain_scores_codex":[0.9997844,0.00003770957,0.00004363354,0.00005239131,0.00003930546,0.000042516],"domain_scores_gemma":[0.9996291,0.00009455149,0.0001513081,0.00001511817,0.00004378406,0.00006610565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00016969,0.0000302445,0.9919649,0.00001150937,0.00001363185,0.00241264,0.0003629327,0.000019451,0.001448874,0.00003399605,0.0001109633,0.003421208],"study_design_scores_gemma":[0.00000335357,0.00008074232,0.98927,0.000005158809,0.00001061218,0.009799649,0.0004899476,0.00004418655,0.0001259446,0.00003011707,0.0001372267,0.000003007342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99918,0.0002275488,0.0000332215,0.0000224979,0.000001596324,0.000002196472,0.0001206046,0.000002755019,0.0004096371],"genre_scores_gemma":[0.9994484,0.000203361,0.00004284003,0.00001457209,0.000006544057,0.000003005979,0.0001370401,0.000001639038,0.0001425704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522199,"threshold_uncertainty_score":0.005802453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898085930429574,"score_gpt":0.3511141470565034,"score_spread":0.3021332877522077,"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."}}