{"id":"W4361272188","doi":"10.1111/epi.17596","title":"Natural history of epilepsy in argininosuccinic aciduria provides new insights into pathophysiology: A retrospective international study","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"NIHR Great Ormond Street Hospital Biomedical Research Centre; Medical Research Council","keywords":"Epilepsy; Urea cycle; Pediatrics; Medicine; Retrospective cohort study; Internal medicine; Psychiatry; Arginine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004718339,0.0003223486,0.0002867524,0.001253406,0.0005335024,0.000540164,0.0003098327,0.0004826325,0.001808883],"category_scores_gemma":[0.001387245,0.0003066688,0.000391064,0.001337058,0.0005428055,0.000817699,0.00057259,0.0003407934,0.000406202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993398,"about_ca_system_score_gemma":0.0004016225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084469,"about_ca_topic_score_gemma":0.004590622,"domain_scores_codex":[0.9995953,0.00006937834,0.00006009872,0.000130043,0.00006067739,0.0000845487],"domain_scores_gemma":[0.9987116,0.0001845232,0.0005826618,0.0001069129,0.0001277466,0.0002865694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003935471,0.0000107926,0.9989342,0.000003368902,0.00000805145,0.0004286586,0.00008009424,0.00001069286,0.00009509995,0.000008493085,0.00002221673,0.0003588205],"study_design_scores_gemma":[0.000004838652,0.0001448093,0.9953684,0.000007592432,0.00001402918,0.00375879,0.0003619422,0.00005148692,0.00005159565,0.00001217714,0.000219346,0.000005016625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991266,0.0002287726,0.00004526788,0.00001572067,0.000002191672,0.000007799476,0.0001760554,0.000002116678,0.0003955571],"genre_scores_gemma":[0.9995168,0.0001366729,0.0000258348,0.00001796842,0.000007306795,0.000006192149,0.0002270473,0.00000154981,0.00006065394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005084469,"threshold_uncertainty_score":0.01010972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008628553701130042,"score_gpt":0.2512877709719532,"score_spread":0.2426592172708232,"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."}}