{"id":"W4401815400","doi":"10.1016/j.lanepe.2024.101037","title":"COVID-19 diagnosis, vaccination during pregnancy, and adverse pregnancy outcomes of 865,654 women in England and Wales: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Providence Health Care Research Institute; Health Data Research UK; Armed Forces Research Institute of Medical Sciences; Centre For Medical Engineering, King’s College London; NIHR Cambridge Biomedical Research Centre; Wales Institute of Social and Economic Research and Data; Innovative Medicines Initiative; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Office of the Chief Scientist, Ministry of Economy; Wellcome Trust; Irish Heart Foundation; BHF Centre of Research Excellence, Oxford; UCLH Biomedical Research Centre; Engineering and Physical Sciences Research Council; National Research Council for Economics, Humanities and Social Science; Health and Social Care Research and Development Division; Public Health Agency; Economic and Social Research Council; Swansea University; Cardiff University; Medical Research Council; Department of Health and Social Care; National Institute for Health and Care Research; Vetenskapsrådet; Welsh Ambulance Services NHS Trust; Swedish Foundation for MS Research; UK Research and Innovation; Government of the United Kingdom; Swedish Council of America; Public Health Wales; Wellcome; Alan Turing Institute; British Heart Foundation; British Heart Foundation Centre of Regenerative Medicine; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Scottish Government; HDR Foundation; Mental Health Research UK; Health Sciences Centre Foundation","keywords":"Pregnancy; Coronavirus disease 2019 (COVID-19); Medicine; Cohort; Vaccination; Obstetrics; Cohort study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Adverse effect; Pandemic; Demography; Virology; Environmental health; Outbreak; Internal medicine; Disease; Infectious disease (medical specialty); Biology; Sociology","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":[0.001247338,0.0003009863,0.0007169265,0.0009189979,0.0005319209,0.000825169,0.0005769259,0.0006185913,0.001196337],"category_scores_gemma":[0.003411758,0.0007823007,0.0006912101,0.002013185,0.0003669943,0.0007211579,0.001129838,0.0007359557,0.0003139506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007898716,"about_ca_system_score_gemma":0.0006772327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06041309,"about_ca_topic_score_gemma":0.06176582,"domain_scores_codex":[0.9987658,0.0003167439,0.0002015331,0.0003448618,0.0001721622,0.0001989062],"domain_scores_gemma":[0.9978539,0.0003200812,0.001060684,0.0002558026,0.0002290457,0.000280357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008278184,0.00002095401,0.9983341,0.00004471652,0.0001092619,0.00012678,0.0002440346,0.00002598935,0.0001261348,0.0000163127,0.0002639497,0.0006048711],"study_design_scores_gemma":[0.0000112321,0.00005986062,0.9990707,0.00003308473,0.0000398002,0.0001949422,0.0002468284,0.00008534687,0.00001709616,0.00001192494,0.0002243711,0.000004890103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955986,0.0006699131,0.0001117292,0.0001013305,0.00001264424,0.00003321002,0.003124019,0.000003894009,0.0003446075],"genre_scores_gemma":[0.9977715,0.0003698321,0.00012117,0.0001155528,0.00001241393,0.00005455377,0.00125956,0.000002751159,0.0002926612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06041309,"threshold_uncertainty_score":0.1201229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05834508990621391,"score_gpt":0.3792499250846128,"score_spread":0.3209048351783989,"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."}}