{"id":"W2404919825","doi":"10.1007/s10545-016-9942-0","title":"Improving long term outcomes in urea cycle disorders‐report from the Urea Cycle Disorders Consortium","year":2016,"lang":"en","type":"article","venue":"Journal of Inherited Metabolic Disease","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources","keywords":"Urea cycle; Argininosuccinate synthase; Citrullinemia; Ornithine transcarbamylase deficiency; Hyperammonemia; Argininosuccinate lyase; Ornithine transcarbamylase; Arginase; Internal medicine; Neurocognitive; Endocrinology; Medicine; Biology; Psychiatry; Biochemistry; Arginine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164783,0.0003801503,0.0005508725,0.0001349181,0.0001061079,0.00007483276,0.0006598982,0.0001477632,0.000138605],"category_scores_gemma":[0.0009641994,0.0002245924,0.0004713361,0.00022472,0.0002968063,0.00004373119,0.000185297,0.0002051996,0.00001054083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008932723,"about_ca_system_score_gemma":0.0003332047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002269828,"about_ca_topic_score_gemma":0.000566682,"domain_scores_codex":[0.9973627,0.0002324539,0.0009778281,0.0004480621,0.0004701446,0.0005088513],"domain_scores_gemma":[0.9978913,0.00009257859,0.0006845777,0.0007820954,0.0001363128,0.0004131265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978895,0.0005888034,0.850791,0.00001911591,0.0003430141,0.00007292956,0.0001194823,0.00009499462,0.03847826,0.00006418012,0.0007275848,0.1082027],"study_design_scores_gemma":[0.003122628,0.00005068805,0.9740468,0.00005286308,0.0002632428,0.00001620577,0.0001522463,0.00002004421,0.001005582,0.0009080878,0.01999792,0.0003637091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97654,0.01668961,0.002750983,0.00257457,0.0007320075,0.0003401915,0.0001300382,0.00001295743,0.0002296151],"genre_scores_gemma":[0.9934034,0.004741706,0.0002349427,0.000738001,0.0004315965,0.00002826724,0.00004597938,0.00005612262,0.0003199751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232558,"threshold_uncertainty_score":0.9158613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649964118244591,"score_gpt":0.2495941058000769,"score_spread":0.2429441416818323,"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."}}