{"id":"W1993880563","doi":"10.1038/gim.2014.148","title":"Blood ammonia and glutamine as predictors of hyperammonemic crises in patients with urea cycle disorder","year":2014,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; Doris Duke Charitable Foundation","keywords":"Hyperammonemia; Urea cycle; Ammonia; Internal medicine; Medicine; Urea; Glutamine; Endocrinology; Chemistry; Amino acid; Biochemistry; Arginine","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":[0.0001988551,0.0001777925,0.0002910696,0.0001105358,0.00001845208,0.000003586406,0.0001537317,0.0001123627,0.00001452198],"category_scores_gemma":[0.0001654737,0.0001397366,0.00001635459,0.0001565371,0.0002638385,0.000002098337,0.00007551924,0.00008516798,7.656833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001628409,"about_ca_system_score_gemma":0.0000269533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668355,"about_ca_topic_score_gemma":0.0004396123,"domain_scores_codex":[0.9988269,0.00006134888,0.0003241468,0.0003311837,0.0002220774,0.0002344081],"domain_scores_gemma":[0.9994193,0.00002041737,0.0000854732,0.0003378238,0.00005339681,0.00008354243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374228,0.0002064652,0.9842298,0.00004341805,0.00002807048,7.653817e-7,0.0001840874,0.0002930073,0.006739627,0.00002287964,0.00007245384,0.008042024],"study_design_scores_gemma":[0.006649372,0.00145202,0.9823428,0.00006547511,0.00006793445,0.000002161556,0.0001418014,0.00006896648,0.004551668,0.0001942106,0.004274309,0.0001892621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945769,0.004272002,0.0001300479,0.00008854334,0.00009873601,0.0002372431,0.000007409041,0.000003735901,0.0005853579],"genre_scores_gemma":[0.9973084,0.001609848,0.0006729392,0.0001514786,0.00008532587,0.00001279881,0.00007672328,0.00002286528,0.00005960688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007852762,"threshold_uncertainty_score":0.5698295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002768542406241259,"score_gpt":0.2106795292235873,"score_spread":0.207910986817346,"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."}}