{"id":"W1462837698","doi":"10.3233/pep-14095","title":"Pyridoxine dependent epilepsy: Seizure onset, seizure types and EEG features","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Epilepsy","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pyridoxine; Epilepsy; Endocrinology; Internal medicine; Dehydrogenase; Enzyme; Medicine; Catabolism; Pharmacology; Biochemistry; Biology; Metabolism","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":[],"consensus_categories":[],"category_scores_codex":[0.0006571034,0.0002217925,0.0003252545,0.0001438632,0.00005780171,0.00004556976,0.0002767025,0.0002238616,0.0000345944],"category_scores_gemma":[0.000345083,0.0001767543,0.0001327055,0.0001562347,0.00005548591,0.0000119355,0.0001129032,0.0002611486,0.00001176686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006632006,"about_ca_system_score_gemma":0.0002884177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001287636,"about_ca_topic_score_gemma":0.00002972172,"domain_scores_codex":[0.99853,0.0001192169,0.000439374,0.0002528063,0.0003785379,0.0002800216],"domain_scores_gemma":[0.9986853,0.00002561861,0.0003604803,0.0002656114,0.0003008764,0.0003620959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008805078,0.0003826272,0.4066764,0.00009855074,0.0003658712,0.0001812396,0.0007319862,0.0006377424,0.005374487,0.0000873417,0.5726363,0.01194698],"study_design_scores_gemma":[0.01232744,0.003682623,0.5929778,0.00004529729,0.001671896,0.003421418,0.002775122,0.00004569858,0.01001858,0.002953977,0.368344,0.001736122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505985,0.04645443,0.0004302472,0.0005173701,0.0009422076,0.000114389,0.0000282402,0.000006744855,0.0009078846],"genre_scores_gemma":[0.9857001,0.007901014,0.00168516,0.0004546175,0.00257611,0.000003022025,0.00002271543,0.00003087446,0.001626327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042923,"threshold_uncertainty_score":0.7207833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00989627764188487,"score_gpt":0.24778970909916,"score_spread":0.2378934314572752,"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."}}