{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035786,0.0003307784,0.0007150017,0.0002408051,0.0001730121,0.0003673862,0.0003040887,0.0007870289,0.01077132],"category_scores_gemma":[0.0003687984,0.000115333,0.0003206713,0.000132007,0.0002496437,0.0003599186,0.0001505839,0.001061807,0.002078461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003597228,"about_ca_system_score_gemma":0.0005259615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036889,"about_ca_topic_score_gemma":0.002153284,"domain_scores_codex":[0.9998022,0.0000523435,0.00001625296,0.00002797847,0.00003372734,0.00006752938],"domain_scores_gemma":[0.999827,0.00003657812,0.0000175723,0.00001750488,0.00002297692,0.00007842777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1724277,0.02701068,0.003063405,0.0008784076,0.0003394593,0.000260242,0.0001952555,0.001522224,0.4934456,0.001664717,0.02456634,0.274626],"study_design_scores_gemma":[0.03073897,0.5654467,0.04076994,0.0002681311,0.0007068511,0.0009014986,0.0002121156,0.004414842,0.2998852,0.0008156339,0.05575343,0.0000867332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654595,0.007958353,0.0004353764,0.0008677648,0.0006598862,0.0002934601,0.004381023,0.0002442415,0.01970036],"genre_scores_gemma":[0.9746127,0.002359222,0.0005521218,0.0003710261,0.0002348817,0.0002170377,0.005850721,0.00002822272,0.01577399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077132,"threshold_uncertainty_score":0.03603363,"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."}}