{"id":"W3081849522","doi":"10.2139/ssrn.3779160","title":"Efficacy of ChAdOx1 nCoV-19 (AZD1222) Vaccine Against SARS-CoV-2 VOC 202012/01 (B.1.1.7)","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity; Trinity College","funders":"Engineering and Physical Sciences Research Council; Medical Research Council","keywords":"Medicine; Virology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Viral load; Pandemic; Virus; Internal medicine; Immunology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006061933,0.001755925,0.003000072,0.001670186,0.001005766,0.0003884799,0.002034848,0.001142477,0.0004206964],"category_scores_gemma":[0.004073716,0.001625125,0.001944745,0.003637581,0.0005078801,0.0007591981,0.0007960539,0.01002285,0.002319693],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004329978,"about_ca_system_score_gemma":0.01712241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000872006,"about_ca_topic_score_gemma":0.01127788,"domain_scores_codex":[0.9812057,0.001072337,0.00314864,0.002222166,0.003654454,0.008696728],"domain_scores_gemma":[0.9917523,0.001031289,0.001369618,0.003204255,0.001921214,0.0007213106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006643855,0.004343046,0.01856098,0.0007893976,0.004040904,0.0005935688,0.001752123,0.00004055502,0.888873,0.006234322,0.02539895,0.04272925],"study_design_scores_gemma":[0.02124241,0.001533785,0.002983928,0.0009832133,0.0009703562,0.007172043,0.0008666087,0.00008554752,0.09658865,0.01081,0.8546974,0.002066057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523352,0.02521889,0.006199691,0.005835315,0.001314598,0.001484498,0.00007640402,0.0003982526,0.007137174],"genre_scores_gemma":[0.9374561,0.009329598,0.002733018,0.03422367,0.00550163,0.0001457905,0.0004642674,0.0007946004,0.009351336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8292984,"threshold_uncertainty_score":0.9995186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876233815364126,"score_gpt":0.3633808469081274,"score_spread":0.3146185087544862,"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."}}