{"id":"W4206705079","doi":"10.1038/s41390-022-01946-8","title":"Observational study of birth outcomes in children with inborn errors of metabolism","year":2022,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Public Health Agency of Canada; Institut National de Santé Publique du Québec; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Observational study; Pediatrics; Medicine; Inborn error of metabolism; Endocrinology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630725,0.0005896484,0.0009853927,0.001500484,0.001131848,0.001077275,0.0008947943,0.0009262912,0.001333361],"category_scores_gemma":[0.005589437,0.0006417924,0.001022251,0.002946233,0.0005998336,0.0006581229,0.001327964,0.00168582,0.0003595508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009513356,"about_ca_system_score_gemma":0.001195196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02308553,"about_ca_topic_score_gemma":0.01461653,"domain_scores_codex":[0.9980628,0.000597219,0.0002826001,0.0004064655,0.0003587029,0.000292259],"domain_scores_gemma":[0.9922851,0.001206068,0.003554934,0.0009570203,0.0008631104,0.001133662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712878,0.00006581236,0.9990425,0.000007995184,0.00007017318,0.00007428529,0.00008541423,0.00001961626,0.0001146389,0.00001966602,0.00007596993,0.0002526375],"study_design_scores_gemma":[0.00001154961,0.0001859995,0.9987724,0.000007879505,0.00003710802,0.0003264383,0.000363028,0.00006124413,0.00004584511,0.00001600314,0.0001666326,0.000005694782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978827,0.0001648283,0.0001159847,0.00003142421,0.000008053428,0.000009362181,0.001554324,0.000004628538,0.0002288131],"genre_scores_gemma":[0.9967931,0.0002413057,0.0001293881,0.00003732669,0.00001095824,0.00002402594,0.00257673,0.000006458352,0.0001807441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02308553,"threshold_uncertainty_score":0.04590231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06479989627224614,"score_gpt":0.3569820866307116,"score_spread":0.2921821903584655,"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."}}