{"id":"W3003765619","doi":"10.1002/jmd2.12095","title":"Pre‐school neurocognitive and functional outcomes after liver transplant in children with early onset urea cycle disorders, maple syrup urine disease, and propionic acidemia: An inception cohort matched‐comparison study","year":2020,"lang":"en","type":"article","venue":"JIMD Reports","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Saskatchewan; University of Alberta","funders":"Alberta Health; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Maple syrup urine disease; Propionic acidemia; Medicine; Internal medicine; Gastroenterology; Neurocognitive; Urea cycle; Liver transplantation; Cohort; Pediatrics; Liver disease; Transplantation; Arginine; Psychiatry; Cognition; Chemistry; Biochemistry; Amino acid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000109332,0.0002165015,0.0002490551,0.0000375207,0.00005746887,0.00003984594,0.00004432889,0.00007705903,0.00003757855],"category_scores_gemma":[0.00002578005,0.0001727574,0.00003558982,0.0000723158,0.00008557916,0.00002135508,0.00006242996,0.0001359401,0.000001335096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002798444,"about_ca_system_score_gemma":0.00006249289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002060385,"about_ca_topic_score_gemma":0.0005660604,"domain_scores_codex":[0.998571,0.00009034693,0.0003011566,0.0006437376,0.0002043727,0.000189399],"domain_scores_gemma":[0.9993925,0.00000539243,0.0001083189,0.0002200469,0.00003274977,0.0002409705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005735829,0.000274483,0.9975206,0.0000205118,0.0001139281,0.00004717141,0.0004547625,0.00006574365,0.0001706488,4.805464e-7,0.00003811712,0.0007199238],"study_design_scores_gemma":[0.0009674667,0.0004173539,0.9977125,0.000009937889,0.0001895919,0.00004735443,0.0001689615,0.00004785662,0.0000731333,0.00002781788,0.000107193,0.0002308545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973865,0.0008476726,0.0002516866,0.0001507065,0.00003153849,0.001248537,0.00004248081,0.00001638129,0.00002456077],"genre_scores_gemma":[0.9987866,0.0002399591,0.00008072585,0.0002182185,0.00005578882,0.0002126423,0.0003218371,0.00002268504,0.00006159261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400115,"threshold_uncertainty_score":0.7044843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005306783882963893,"score_gpt":0.220459411748546,"score_spread":0.2151526278655821,"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."}}