{"id":"W4210554734","doi":"10.2337/dc21-1701","title":"Maternal Glycemic Dysregulation During Pregnancy and Neonatal Blood DNA Methylation: Meta-analyses of Epigenome-Wide Association Studies","year":2022,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Biotechnology and Biological Sciences Research Council; ZonMw; Novo Nordisk Fonden; Medical Research Council; Agence Nationale de la Recherche","keywords":"dNaM; Medicine; Offspring; Internal medicine; TXNIP; Pregnancy; Cord blood; Gestational diabetes; Epigenome; DNA methylation; Endocrinology; Diabetes mellitus; Physiology; Gestation; Biology; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002469093,0.0003914895,0.002186949,0.00052936,0.0001532822,0.00003750291,0.0001467047,0.0001245139,0.0003408213],"category_scores_gemma":[0.001157857,0.0003131245,0.0007640205,0.0004339126,0.00005125534,0.0001421709,0.0002842656,0.0002796834,0.00001228008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004721601,"about_ca_system_score_gemma":0.0001172408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008053838,"about_ca_topic_score_gemma":0.000004681961,"domain_scores_codex":[0.9970284,0.000312061,0.0007951914,0.0004815654,0.001000194,0.0003825689],"domain_scores_gemma":[0.9971854,0.001226084,0.000783905,0.0003266918,0.0003679449,0.000109978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003599773,0.0001053465,0.0501265,0.2337046,0.08835997,0.00007977289,0.0009923734,0.00004792451,0.00006119687,0.00005672931,0.0001593113,0.6262703],"study_design_scores_gemma":[0.004070926,0.001363968,0.04895933,0.02085343,0.2780129,0.000006925633,0.00214886,0.00001442414,0.002420731,0.000410037,0.6401891,0.001549358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01501329,0.9829931,0.000001713494,0.00006038295,0.00009155246,0.001201101,0.0004670359,0.00003580108,0.0001360506],"genre_scores_gemma":[0.007028312,0.9893445,0.0001980207,0.00002191658,0.00007036939,0.0006630755,0.001846468,0.00005202974,0.0007753453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6400298,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169522875267787,"score_gpt":0.3815677865728855,"score_spread":0.2646154990461068,"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."}}