{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009985627,0.0001818351,0.0005429904,0.0002586141,0.000125755,0.0000185597,0.00008072679,0.00003955778,0.00002718159],"category_scores_gemma":[0.001107251,0.0001281951,0.00003141236,0.0004587995,0.00004543129,0.0001249378,0.00005161563,0.0002376141,0.000002193981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701578,"about_ca_system_score_gemma":0.0005630099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486931,"about_ca_topic_score_gemma":0.0005323294,"domain_scores_codex":[0.9979919,0.0003493594,0.0004599063,0.0004774605,0.0003759349,0.0003454647],"domain_scores_gemma":[0.9985169,0.0005586764,0.0001692978,0.000427187,0.00006112997,0.0002668655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002331816,0.0002324753,0.9863154,0.003252286,0.00005449516,0.00005453858,0.005934455,0.00009282852,0.000006865306,0.00008663718,0.00007957916,0.00365723],"study_design_scores_gemma":[0.003351549,0.0004076888,0.9927234,0.001468969,0.00003992653,0.00003680786,0.0001996123,0.0002359836,0.000003458504,0.0001292284,0.001296972,0.0001063744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608451,0.005556791,0.00001233909,0.03109826,0.000105715,0.002237574,0.00001982397,0.0001023644,0.00002209674],"genre_scores_gemma":[0.9950235,0.003003487,0.00003456368,0.001362401,0.0001134876,0.0002050756,0.00003047447,0.00002997678,0.0001969608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03417854,"threshold_uncertainty_score":0.5227644,"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."}}