{"id":"W4224046451","doi":"10.1101/2022.03.31.22272957","title":"Clinical and Economic Impact of Differential COVID-19 Vaccine Effectiveness in the United States","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"QUAD Engineering (Canada)","funders":"Moderna","keywords":"Booster (rocketry); Vaccination; Booster dose; Medicine; Coronavirus disease 2019 (COVID-19); Health care; Immunization; Disease; Infectious disease (medical specialty); Immunology; Internal medicine; Engineering; Antigen; Political science","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":[0.006059968,0.0005596427,0.0007770779,0.0006719009,0.0002965242,0.002045334,0.000618106,0.0007760641,0.003363742],"category_scores_gemma":[0.01425232,0.0003562214,0.001230162,0.0007860388,0.0005200821,0.0008090907,0.0009336353,0.0007872338,0.0001443113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005128987,"about_ca_system_score_gemma":0.002743469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480498,"about_ca_topic_score_gemma":0.01009696,"domain_scores_codex":[0.9946584,0.003803042,0.0001860195,0.0003538775,0.0003543701,0.0006442224],"domain_scores_gemma":[0.9920722,0.005809135,0.001004524,0.00009000534,0.0004572858,0.0005668832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01090549,0.001359013,0.3238935,0.0006670099,0.002038566,0.000914432,0.0001504471,0.6123323,0.001109736,0.007052624,0.003958275,0.03561858],"study_design_scores_gemma":[0.001836312,0.01172578,0.267989,0.0006586048,0.002603779,0.0007296976,0.001769911,0.6921694,0.002554934,0.01099893,0.006804544,0.0001591366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984211,0.002557846,0.001561666,0.001513151,0.00005106681,0.0002436568,0.003063169,0.00001600511,0.006782492],"genre_scores_gemma":[0.9985347,0.0002604141,0.0003876427,0.0001417744,0.00000586062,0.00005293692,0.000386573,0.000001422799,0.0002287976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480498,"threshold_uncertainty_score":0.0372135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07573982954140829,"score_gpt":0.4454268926768678,"score_spread":0.3696870631354595,"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."}}