{"id":"W4386116357","doi":"10.1007/s00125-023-05989-2","title":"Metabolomic insights into maternal and neonatal complications in pregnancies affected by type 1 diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetologia","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"NIHR Cambridge Biomedical Research Centre; BMA Foundation for Medical Research; Novo Nordisk Fonden; Breakthrough T1D Canada; Biotechnology and Biological Sciences Research Council; Tommy's; FedDev Ontario; European Foundation for the Study of Diabetes; Department of Health and Social Care; National Institute for Health and Care Research; Novo Nordisk; Diabetes UK","keywords":"Medicine; Pregnancy; Cord blood; Internal medicine; Endocrinology; Offspring; Gestational diabetes; Hyperinsulinism; Hyperinsulinemia; Umbilical cord; Type 2 diabetes; Diabetes mellitus; Gestation; Type 1 diabetes; Physiology; Insulin resistance; Biology; Immunology","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":[0.0005706091,0.0003606019,0.0002952058,0.0005668133,0.0001959742,0.0006395241,0.0001952939,0.0002696629,0.0009514164],"category_scores_gemma":[0.001450884,0.000162008,0.0002488901,0.0008066081,0.0001857719,0.000183389,0.0005008729,0.0003568975,0.00009945707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107784,"about_ca_system_score_gemma":0.0002544318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327459,"about_ca_topic_score_gemma":0.001960655,"domain_scores_codex":[0.9997743,0.00009033498,0.00001872478,0.00004937031,0.00003775835,0.0000295287],"domain_scores_gemma":[0.9995454,0.0001015681,0.0002528089,0.00003381161,0.00002862806,0.00003775114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002891943,0.0001315363,0.9172143,0.0003015424,0.0003819976,0.0006605371,0.0003195552,0.000512565,0.03372235,0.0002281945,0.0003669182,0.04326849],"study_design_scores_gemma":[0.00002119683,0.000492538,0.9903931,0.0000702764,0.0001994375,0.001262684,0.0002100372,0.0006917344,0.005184779,0.0004468239,0.001016179,0.00001117134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911107,0.005553606,0.0007291325,0.0002461151,0.00001559495,0.00001730474,0.001235848,0.00001453073,0.001077309],"genre_scores_gemma":[0.9943799,0.002814303,0.001553058,0.0001653776,0.00002189382,0.00003266338,0.0007310111,0.00000645114,0.0002952623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001327459,"threshold_uncertainty_score":0.003182769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369566983735836,"score_gpt":0.2783495077645243,"score_spread":0.2646538379271659,"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."}}