{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003690473,0.0005930134,0.0007041597,0.001415017,0.0002472904,0.0005753932,0.0003202372,0.0006571321,0.01159441],"category_scores_gemma":[0.001139437,0.0001097047,0.0005523536,0.001629677,0.0003253139,0.0006749597,0.000565657,0.0006795586,0.003224098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566484,"about_ca_system_score_gemma":0.001025976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943174,"about_ca_topic_score_gemma":0.003368805,"domain_scores_codex":[0.999763,0.00005909315,0.00004281235,0.00004104145,0.00006138613,0.00003274395],"domain_scores_gemma":[0.9997342,0.0001580463,0.00004772473,0.0000110865,0.00003230258,0.0000166619],"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":[0.00009547017,0.00002837242,0.001685123,0.02939368,0.0002141054,0.003490035,0.0003163337,0.0001529415,0.001350553,0.008073535,0.08955909,0.8656409],"study_design_scores_gemma":[0.00002766881,0.00003183543,0.00222163,0.012323,0.0002300769,0.01871238,0.0001674394,0.00001983462,0.0002655754,0.001720331,0.964266,0.00001419043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004620369,0.9884963,0.0001642683,0.0006793542,0.0003687414,0.00001248301,0.0001392078,0.00001765912,0.009659923],"genre_scores_gemma":[0.007356364,0.9869191,0.000250142,0.001500143,0.0003647991,0.00002037867,0.00028278,0.000008995306,0.003297366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01159441,"threshold_uncertainty_score":0.03878719,"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."}}