{"id":"W4390618534","doi":"10.1001/jamanetworkopen.2023.50579","title":"Maternal Diabetes and Overweight and Congenital Heart Defects in Offspring","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"HORIZON EUROPE Framework Programme; Diabetestutkimussäätiö; Lastentautien Tutkimussäätiö; Sydäntutkimussäätiö; Novo Nordisk; European Commission; Suomen Lääketieteen Säätiö; Suomen Kulttuurirahasto; Yrjö Jahnssonin Säätiö; Signe ja Ane Gyllenbergin Säätiö; Foundation for Cardiovascular Research","keywords":"Medicine; Overweight; Underweight; Offspring; Diabetes mellitus; Body mass index; Obesity; Gestational diabetes; Type 1 diabetes; Pregnancy; Type 2 diabetes; Population; Odds ratio; Pediatrics; Obstetrics; Birth weight; Internal medicine; Endocrinology; Gestation; Environmental health; Biology","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":[0.0006666245,0.0002589814,0.0002194483,0.0007476189,0.0002977835,0.0004352528,0.0003444375,0.0003295003,0.001926476],"category_scores_gemma":[0.002581999,0.0002064544,0.0004871269,0.0009860388,0.0002473069,0.0002810892,0.0003752928,0.0004307112,0.0001224688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414604,"about_ca_system_score_gemma":0.0003978374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005697759,"about_ca_topic_score_gemma":0.006238334,"domain_scores_codex":[0.9995859,0.00009992626,0.00005063215,0.00009936815,0.0001039119,0.00006027845],"domain_scores_gemma":[0.998413,0.0002904024,0.0009737646,0.00008117952,0.00007146938,0.00017022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003609349,0.000005996707,0.9991847,0.000008228993,0.00004956072,0.00003842172,0.000009497834,0.00001279654,0.00004561261,0.000009042228,0.00003428963,0.0005657794],"study_design_scores_gemma":[0.000003761592,0.00002931282,0.9993966,0.00001152217,0.00006554245,0.0002393667,0.00002370494,0.00007550684,0.00003184284,0.00001733267,0.0001040845,0.000001396963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961492,0.001911615,0.0001735457,0.0001456426,0.00002679417,0.000006035496,0.0009772987,0.00000543169,0.0006044908],"genre_scores_gemma":[0.9983967,0.0007550839,0.0001805189,0.00001984139,0.00003079352,0.000006294235,0.0004534225,0.000001442679,0.0001558702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005697759,"threshold_uncertainty_score":0.01132917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415531752033744,"score_gpt":0.2868799296257132,"score_spread":0.2727246121053758,"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."}}