{"id":"W4225792512","doi":"10.1097/01.ogx.0000816508.60579.d5","title":"Maternal and Neonatal Morbidity and Mortality Among Pregnant Women With and Without COVID-19 Infection: The INTERCOVID Multinational Cohort Study","year":2022,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Feinberg School of Medicine; Gombe State University; Universidad de Buenos Aires; Tanta University; Instituto de Seguriidad y Servicios Sociales de los Trabadores del Estado; Universidade Federal de Minas Gerais; Northwestern University; St George's University Hospitals NHS Foundation Trust; Hôpitaux Universitaires de Genève; University of Washington; University College London Hospitals NHS Foundation Trust; Università degli Studi di Pavia; Universitas Airlangga; Keio University; Green Templeton College, University of Oxford; Jikei University School of Medicine; Tufts Medical Center; University of Oxford; Hospital for Sick Children; Harvard T.H. Chan School of Public Health; Université de Paris; Università degli Studi di Torino; Brigham and Women's Hospital; University College London","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Pregnancy; Obstetrics; Cohort study; Cohort; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Virology; Internal medicine; Disease; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002609856,0.0002469852,0.0004683922,0.0001257957,0.0006010944,0.00008896106,0.0001034677,0.00008147248,0.0004935119],"category_scores_gemma":[0.01081452,0.0001485019,0.00002947127,0.0005786931,0.0005213198,0.0001338054,0.0005673996,0.0006153453,0.000001462533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544104,"about_ca_system_score_gemma":0.0001582252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147963,"about_ca_topic_score_gemma":0.001245825,"domain_scores_codex":[0.9967591,0.0009895212,0.0003561937,0.0008040008,0.0007444097,0.0003467957],"domain_scores_gemma":[0.9962958,0.002561341,0.0001673631,0.0003359719,0.0001212745,0.0005182573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006481537,0.0005475936,0.9944849,0.00004187689,0.0001625162,0.00008942844,0.0004195996,0.0000559954,0.000009617072,0.00001174437,0.00003610675,0.003492458],"study_design_scores_gemma":[0.002482196,0.002720706,0.9929232,0.000005064393,0.00008811556,0.0002335019,0.0002819282,0.000447689,0.000004123959,0.00006784144,0.0005591229,0.0001864876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967836,0.0001835632,0.000161679,0.0005708676,0.0001937336,0.001923947,0.00005799853,0.0000992594,0.00002535818],"genre_scores_gemma":[0.9984835,0.00004514624,0.00003713337,0.0007400728,0.00004874706,0.0004352425,0.0000260526,0.00001603542,0.0001680942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008204669,"threshold_uncertainty_score":0.9975178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672945382463566,"score_gpt":0.3430593744038736,"score_spread":0.2863299205792379,"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."}}