{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049571,0.00008898995,0.0002165901,0.0003239191,0.00006990574,0.00000456736,0.0003848171,0.00003136364,0.00008647038],"category_scores_gemma":[0.0001435954,0.00007496458,0.00003924164,0.0008940916,0.00006000321,0.00000292475,0.0003655743,0.0001815149,8.562748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003296081,"about_ca_system_score_gemma":0.0002426234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000570563,"about_ca_topic_score_gemma":0.0001181624,"domain_scores_codex":[0.9980247,0.0003642545,0.0002886262,0.0002791841,0.0008094975,0.0002337274],"domain_scores_gemma":[0.999334,0.00003706801,0.00008860882,0.0003460112,0.0001516758,0.00004260796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081204,0.0008251079,0.9965301,0.00001133624,0.00005610284,5.807495e-7,0.000251993,0.0008518541,0.0007309091,0.00005820434,0.0002570499,0.0003187142],"study_design_scores_gemma":[0.001495063,0.0005321987,0.9956968,3.068651e-7,0.00001769035,9.230907e-7,0.001119002,0.000007499696,0.0004064432,0.00005921411,0.0005874019,0.00007740038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977756,0.001375291,0.000006869258,0.00004974856,0.00003575977,0.0005349609,0.00005961655,0.000001935424,0.0001602676],"genre_scores_gemma":[0.9990076,0.0002250525,0.0001578322,0.00001317795,0.00005783495,0.0001287714,0.00005375616,0.0000136753,0.0003422516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386943,"threshold_uncertainty_score":0.3056967,"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."}}