{"id":"W3133266220","doi":"10.2196/26734","title":"The Impact of the COVID-19 Pandemic on the Uptake of Influenza Vaccine: UK-Wide Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rosetrees Trust; British Heart Foundation; NIHR Imperial Biomedical Research Centre; Imperial Health Charity; Imperial College London; Pfizer","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Observational study; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic influenza; Medicine; Influenza pandemic; Environmental health; Outbreak; Infectious disease (medical specialty); Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001846571,0.0005248172,0.000826486,0.0008302024,0.000636398,0.001237378,0.0009272383,0.001235349,0.003542177],"category_scores_gemma":[0.008433161,0.0008112446,0.001252794,0.002339191,0.0006455031,0.001346348,0.001975175,0.001495629,0.0008566145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390748,"about_ca_system_score_gemma":0.001052855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06165242,"about_ca_topic_score_gemma":0.06141124,"domain_scores_codex":[0.9970817,0.0008808218,0.0005670587,0.0006635571,0.0004180166,0.0003887326],"domain_scores_gemma":[0.990518,0.001708427,0.004668494,0.0008657142,0.001200589,0.001038665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213837,0.00005496021,0.9973417,0.0001544562,0.0001858433,0.00007676313,0.0003243161,0.00003995444,0.00007551814,0.00002190958,0.0007155507,0.0007951921],"study_design_scores_gemma":[0.00002816784,0.0001643629,0.998414,0.0001005345,0.0000745848,0.000146353,0.0004923198,0.0001472729,0.00001723582,0.00000980965,0.0003943649,0.00001103031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926803,0.001456725,0.0001728038,0.0001721656,0.00002452397,0.00009722098,0.004654329,0.000007257974,0.0007345991],"genre_scores_gemma":[0.9961654,0.0005701969,0.0001550592,0.0001882036,0.00002069654,0.000114753,0.00248203,0.000005941817,0.0002977016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06165242,"threshold_uncertainty_score":0.1225871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086968381624227,"score_gpt":0.4801884877585267,"score_spread":0.171491649596104,"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."}}