{"id":"W4401586032","doi":"10.1038/s41541-024-00934-9","title":"COVID-19 and influenza vaccine uptake among pregnant women in national cohorts of England and Wales","year":2024,"lang":"en","type":"article","venue":"npj Vaccines","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Social Care Research and Development Division; Economic and Social Research Council; Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; University of Oxford; Engineering and Physical Sciences Research Council; UK Research and Innovation; Swansea University; Queen's University; Alan Turing Institute; Queen's University Belfast; Imperial College London; Scottish Government; Department of Health and Social Care; Wellcome Trust","keywords":"Vaccination; Medicine; Pandemic; Psychological intervention; Pregnancy; Ethnic group; Influenza vaccine; Coronavirus disease 2019 (COVID-19); Seasonal influenza; H1n1 pandemic; Family medicine; Demography; Environmental health; Immunology; Internal medicine; Biology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704095,0.0002080286,0.0003911846,0.00086094,0.0004191937,0.0005818534,0.0004510667,0.0003931854,0.001559622],"category_scores_gemma":[0.006440366,0.0004231663,0.0005277593,0.001209802,0.0002720093,0.000732664,0.001113451,0.0004965213,0.0003170013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180904,"about_ca_system_score_gemma":0.0008713208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1304669,"about_ca_topic_score_gemma":0.1458178,"domain_scores_codex":[0.9986244,0.0004458593,0.0002294501,0.0002633223,0.0001566771,0.0002803067],"domain_scores_gemma":[0.9980311,0.0003938944,0.0008206083,0.0001690979,0.00031103,0.0002743335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000837404,0.00001837637,0.9961876,0.00004657367,0.00005416756,0.00007807191,0.0008679455,0.00003257095,0.0001462103,0.00004885023,0.0004252806,0.002010665],"study_design_scores_gemma":[0.00000375816,0.0000326341,0.999079,0.00003051927,0.00001212352,0.00007717,0.0003703753,0.00006902469,0.00002479014,0.0000170177,0.0002803536,0.000003266852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964176,0.0005206256,0.00009367718,0.000209666,0.00001037654,0.00003078091,0.001830578,0.000003126935,0.0008834763],"genre_scores_gemma":[0.9982097,0.0002611265,0.0001178705,0.0001236739,0.000004801373,0.00006535888,0.0007317932,0.000003328495,0.0004824334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304669,"threshold_uncertainty_score":0.2594151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837631938810975,"score_gpt":0.3382292867823669,"score_spread":0.3098529673942571,"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."}}