{"id":"W4200294075","doi":"10.1016/j.ajog.2021.12.032","title":"Diabetes mellitus, maternal adiposity, and insulin-dependent gestational diabetes are associated with COVID-19 in pregnancy: the INTERCOVID study","year":2021,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; Gombe State University; National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology; Universidade Federal do Maranhão; St George's University Hospitals NHS Foundation Trust; Universitas Airlangga; Jikei University School of Medicine; University of Illinois at Urbana-Champaign; Hôpitaux Universitaires de Genève; Instituto Nacional de Perinatología; Università degli Studi di Torino; Oxford University Hospitals NHS Foundation Trust; Department of Biotechnology, Ministry of Science and Technology, India; Università degli Studi di Brescia; Hospital for Sick Children; Tanta University; Universidad de Buenos Aires; Università degli Studi di Pavia; Harvard T.H. Chan School of Public Health; National Institute for Health and Care Research; Keio University; Green Templeton College, University of Oxford; Fondazione IRCCS Policlinico San Matteo; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Tufts Medical Center; University of Oxford; University College London Hospitals NHS Foundation Trust; University of Washington; Instituto de Seguriidad y Servicios Sociales de los Trabadores del Estado; Brigham and Women's Hospital; University College London; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; Università degli Studi di Milano","keywords":"Medicine; Gestational diabetes; Pregnancy; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Insulin; Obstetrics; 2019-20 coronavirus outbreak; Internal medicine; Gestation; Endocrinology; Disease; Virology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006908299,0.0001638425,0.0005781995,0.0003498677,0.0000974104,0.00005710166,0.0001018556,0.0000502262,0.0000259258],"category_scores_gemma":[0.01876603,0.0001105936,0.00004499379,0.0007359399,0.000303799,0.0001086608,0.00009794441,0.0004320407,5.194933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554158,"about_ca_system_score_gemma":0.00061554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005355421,"about_ca_topic_score_gemma":0.0001928752,"domain_scores_codex":[0.9981788,0.0004210667,0.0004795248,0.0002797008,0.0003652927,0.0002756251],"domain_scores_gemma":[0.9924831,0.005975197,0.0007081866,0.0001847767,0.000393128,0.000255629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006165769,0.0005732362,0.9676824,0.00004307224,0.0003566548,0.0006647725,0.00130472,0.00007384931,0.0001677284,0.00001213326,0.00001691134,0.0290429],"study_design_scores_gemma":[0.003227629,0.003427422,0.9890224,0.0001419362,0.0002633803,0.0001501821,0.003040343,0.00006992292,0.000135711,0.0001615575,0.0002459609,0.0001134959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847654,0.007155611,0.00003536395,0.007445794,0.0002898482,0.0002777455,0.00001301517,0.000009010421,0.000008174612],"genre_scores_gemma":[0.9965606,0.001078691,0.0001199692,0.002142956,0.000034796,0.00001002754,0.000004282993,0.00001638303,0.00003227407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289294,"threshold_uncertainty_score":0.9894993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188591177511619,"score_gpt":0.2869813163292396,"score_spread":0.2681221985780777,"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."}}