{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633939,0.0008141253,0.0006637457,0.0007800693,0.0007315696,0.001259895,0.0009082011,0.001190277,0.00313826],"category_scores_gemma":[0.004420294,0.0009586621,0.001577122,0.001555557,0.0004669309,0.0005799875,0.00138799,0.002161789,0.0005098021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476393,"about_ca_system_score_gemma":0.0006753799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005441701,"about_ca_topic_score_gemma":0.00462481,"domain_scores_codex":[0.9984989,0.0006001612,0.000123951,0.0003439957,0.0001726102,0.0002604232],"domain_scores_gemma":[0.9959811,0.0009361359,0.001175764,0.001039155,0.0002112374,0.0006566003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049106,0.00007694447,0.9959637,0.00001539139,0.0003963897,0.000151324,0.00008533474,0.00004334476,0.0004038573,0.0001005498,0.0001431201,0.001571017],"study_design_scores_gemma":[0.00003465167,0.000260612,0.9976178,0.00001994708,0.0002698216,0.0004403465,0.000264055,0.0002472218,0.0001224965,0.0000807367,0.0006310985,0.00001128935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941449,0.001917226,0.0004886529,0.0001603196,0.00007846345,0.00001459388,0.0009528746,0.0000155571,0.002227408],"genre_scores_gemma":[0.997714,0.0004761429,0.0002587029,0.00005324815,0.00005121763,0.00002269844,0.0005412531,0.00001720675,0.0008653916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005441701,"threshold_uncertainty_score":0.01082003,"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."}}