{"id":"W3118556734","doi":"10.1186/s12884-021-03554-6","title":"Which growth standards should be used to identify large- and small-for-gestational age infants of mothers with type 1 diabetes? A pre-specified analysis of the CONCEPTT trial","year":2021,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"Novo Nordisk Fonden; Breakthrough T1D Canada; Tommy's; Novo Nordisk; FedDev Ontario; Juvenile Diabetes Research Foundation Canada; European Foundation for the Study of Diabetes; Diabetes UK; National Institute for Health and Care Research; Juvenile Diabetes Research Foundation United Kingdom","keywords":"Medicine; Small for gestational age; Respiratory distress; Gestational age; Pediatrics; Neonatal intensive care unit; Pregnancy; Obstetrics; Type 1 diabetes; Neonatology; Diabetes mellitus; Endocrinology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02683361,0.00128182,0.002839867,0.0005811404,0.000426763,0.001820079,0.00112802,0.002093176,0.001917271],"category_scores_gemma":[0.03594008,0.0004317093,0.005739809,0.000848438,0.001023394,0.001754636,0.00102521,0.0024508,0.0002321331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007461787,"about_ca_system_score_gemma":0.001127235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107838,"about_ca_topic_score_gemma":0.001965469,"domain_scores_codex":[0.9799024,0.01663861,0.00114074,0.0009542748,0.0008982386,0.0004656929],"domain_scores_gemma":[0.9759707,0.01593952,0.004547042,0.001573083,0.0009988497,0.0009708495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.764333,0.000819877,0.1558153,0.005910366,0.03171304,0.0001625351,0.000465106,0.002195302,0.0006117063,0.001289962,0.003148416,0.03353538],"study_design_scores_gemma":[0.4660975,0.08613423,0.3427579,0.004202076,0.07207743,0.0005680801,0.000912494,0.009899382,0.001861318,0.006605219,0.008618278,0.0002660842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451371,0.03994439,0.00244266,0.00355549,0.0006682625,0.002320605,0.003346426,0.0000397466,0.002545278],"genre_scores_gemma":[0.9904276,0.001994988,0.001914161,0.001082582,0.0002393551,0.001839749,0.002165298,0.0000184537,0.0003178042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683361,"threshold_uncertainty_score":0.1419114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031856903552213,"score_gpt":0.339860554820742,"score_spread":0.2895419857852199,"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."}}