{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001025214,0.0001243767,0.0002092433,0.00006865679,0.0005985865,0.00013336,0.0002867472,0.00007348704,0.0003269142],"category_scores_gemma":[0.01100428,0.00007322938,0.0003603722,0.0006741615,0.00008113973,0.0001265921,0.00004794899,0.0002151056,0.00003493729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787589,"about_ca_system_score_gemma":0.001164762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004242149,"about_ca_topic_score_gemma":0.004140202,"domain_scores_codex":[0.9971014,0.001597894,0.0004705206,0.0002457561,0.000312591,0.0002718935],"domain_scores_gemma":[0.9928184,0.00605099,0.0001944257,0.0003854535,0.0002008409,0.000349919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337388,0.001033439,0.9750006,0.00001040709,0.00004383877,0.00004876768,0.000711102,0.001337903,3.390736e-7,0.004847017,0.009350153,0.007482684],"study_design_scores_gemma":[0.000704442,0.0001866855,0.9622798,0.00001554901,0.00005379784,2.88687e-7,0.0007719698,0.0001193985,7.200294e-7,0.01883221,0.01693559,0.00009958024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913835,0.001292504,0.00003347427,0.005247031,0.0002723809,0.0003297848,0.0001235279,0.00005673789,0.001261075],"genre_scores_gemma":[0.9922568,0.004680724,3.915954e-7,0.002446315,0.0002533974,0.00002617455,0.0001055495,0.000009367405,0.000221285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139852,"threshold_uncertainty_score":0.9973264,"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."}}