{"id":"W4407356032","doi":"10.1212/nxg.0000000000200233","title":"Women With Genetic Epilepsies","year":2025,"lang":"en","type":"review","venue":"Neurology Genetics","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Ontario Brain Institute; McMaster University; University of Toronto","funders":"","keywords":"Epilepsy; Genetics; Biology; Evolutionary biology; Medicine; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008369623,0.00075579,0.001088814,0.0002159631,0.0001272122,0.00003978429,0.0007537111,0.0007486772,0.00003870186],"category_scores_gemma":[0.00004205044,0.0006525762,0.0002000249,0.0003126082,0.0002632392,0.000001035575,0.0005090741,0.0004060797,0.00004872902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000177868,"about_ca_system_score_gemma":0.0007472452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001125672,"about_ca_topic_score_gemma":0.0000188016,"domain_scores_codex":[0.9970529,0.0002488158,0.0005640223,0.001163866,0.0001992498,0.0007711578],"domain_scores_gemma":[0.998471,0.00005048842,0.0002485322,0.0009796238,0.00007597234,0.0001743701],"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":[0.00008444148,0.0001146896,0.0001950962,0.004589134,0.00037596,0.00004788862,0.000027967,0.00007511942,0.0001155594,0.000007629892,0.003328986,0.9910375],"study_design_scores_gemma":[0.0003345503,0.0013908,0.001108563,0.0002858429,0.0002460699,0.0001185435,0.000005426003,0.000001493808,0.00003034098,0.00002594813,0.9958555,0.0005969827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008323341,0.9890351,0.0000804045,0.00003453429,0.0004311192,0.0007888007,0.00007357915,0.00003028935,0.001202826],"genre_scores_gemma":[0.0003887919,0.9958795,0.0006089263,0.001037434,0.00008633148,0.0004174681,0.0001928888,0.0001335796,0.001255037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9925265,"threshold_uncertainty_score":0.9995925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316508315850477,"score_gpt":0.2555423984899422,"score_spread":0.2423773153314374,"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."}}