{"id":"W3130678391","doi":"10.2139/ssrn.3783784","title":"Influenza, Shingles and Pneumococcal Vaccine Uptake, Offer and Refusal in Adult Populations at High-Risk for COVID-19: A UK Population-Based Cohort Study","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Shingles; Coronavirus disease 2019 (COVID-19); Medicine; Population; Cohort; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pneumococcal disease; Environmental health; Streptococcus pneumoniae; Virus; Biology; Internal medicine; Outbreak; Disease; Microbiology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001098678,0.0006053636,0.0009113841,0.001059801,0.001069303,0.001887143,0.0008621258,0.002067224,0.003833263],"category_scores_gemma":[0.00461533,0.001195625,0.001860325,0.002520421,0.0006250815,0.001611478,0.00161221,0.002383536,0.0009431092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098373,"about_ca_system_score_gemma":0.0007835344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07885543,"about_ca_topic_score_gemma":0.06773432,"domain_scores_codex":[0.998437,0.0003317637,0.0002525461,0.0003827429,0.0002284331,0.000367574],"domain_scores_gemma":[0.9971982,0.0002780987,0.001336469,0.0003159026,0.0003361252,0.0005351181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003647576,0.00009099707,0.9978399,0.0000289761,0.0001844376,0.00009419953,0.0004656505,0.0000184313,0.0001371959,0.00001915421,0.0002444494,0.0005117807],"study_design_scores_gemma":[0.00001843082,0.0001492574,0.9989412,0.00001850003,0.00005150515,0.0001084073,0.0005201806,0.00004410871,0.00001290295,0.00001085608,0.0001148968,0.000009653721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968703,0.0005615784,0.00004721589,0.00008910578,0.00001626548,0.00002781445,0.002007678,0.000003433622,0.0003765557],"genre_scores_gemma":[0.9976596,0.0003109228,0.00007520013,0.00009007094,0.00001615402,0.00004512724,0.001107687,0.000005525992,0.0006897235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07885543,"threshold_uncertainty_score":0.1567929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853631495718354,"score_gpt":0.3991717432071743,"score_spread":0.3606354282499907,"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."}}