{"id":"W3128361403","doi":"10.1093/cid/ciab079","title":"The Impact of Vaccination on Coronavirus Disease 2019 (COVID-19) Outbreaks in the United States","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":594,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University; University of Toronto; York University","funders":"National Institute of Allergy and Infectious Diseases; National Science Foundation of Sri Lanka; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; National Institutes of Health; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Vaccination; Pandemic; Herd immunity; Population; Outbreak; Incidence (geometry); Vaccine efficacy; Pediatrics; Psychological intervention; Coronavirus disease 2019 (COVID-19); Disease; Immunology; Environmental health; Internal medicine; Infectious disease (medical specialty); Virology","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":[0.002660036,0.0006265481,0.0005048905,0.0003053833,0.000262898,0.0007006373,0.0007034265,0.0008571089,0.001169085],"category_scores_gemma":[0.00772284,0.0002818078,0.0007933869,0.0002196836,0.0004464919,0.0005834239,0.000848413,0.0008039166,0.00008777259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671692,"about_ca_system_score_gemma":0.001655444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0530515,"about_ca_topic_score_gemma":0.02376465,"domain_scores_codex":[0.9990114,0.0006116331,0.00002755843,0.000127075,0.00007073883,0.0001516738],"domain_scores_gemma":[0.9972503,0.002035003,0.0003725764,0.00005614996,0.0001610234,0.000125082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004757365,0.0002202595,0.07955375,0.0001081123,0.0003456548,0.0002097098,0.00005246817,0.9090006,0.0004591964,0.001931636,0.001717974,0.005924836],"study_design_scores_gemma":[0.0001883917,0.001075118,0.05124898,0.0001106266,0.0003560881,0.0001226548,0.0001841199,0.9412416,0.000536011,0.003704076,0.001199584,0.00003260297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892952,0.0008975695,0.003687687,0.001546499,0.00005657697,0.00005093697,0.001058793,0.00004739389,0.003359312],"genre_scores_gemma":[0.9982556,0.0002104618,0.0006554974,0.0002075248,0.000009368582,0.00002450605,0.0003697631,0.000004412846,0.000262921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0530515,"threshold_uncertainty_score":0.1054854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09727796424703883,"score_gpt":0.4745744231401424,"score_spread":0.3772964588931036,"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."}}