{"id":"W3176225922","doi":"10.1056/nejmsr2105280","title":"SARS-CoV-2 Variants and Vaccines","year":2021,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":425,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Clalit Health Services; Inyuvesi Yakwazulu-Natali; Coalition for Epidemic Preparedness Innovations; Institute of Infection and Immunity; National Institute for Health and Care Research; University of Washington; University of Oxford; University of Toronto; World Health Organization","keywords":"Coronavirus disease 2019 (COVID-19); Transmissibility (structural dynamics); Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virulence; Vaccination; 2019-20 coronavirus outbreak; Immunity; Coronavirus; Public health; Pandemic; Disease; Biology; Medicine; Immunology; Infectious disease (medical specialty); Genetics; Immune system; Outbreak; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059814,0.0003708318,0.0004808838,0.0005602503,0.0002035248,0.0009554091,0.0002798236,0.001313952,0.008300582],"category_scores_gemma":[0.001108004,0.0001516347,0.0002679004,0.0003784055,0.0004017448,0.000878509,0.0006526635,0.001157331,0.002702575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513247,"about_ca_system_score_gemma":0.0008847704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009218,"about_ca_topic_score_gemma":0.001636535,"domain_scores_codex":[0.9995102,0.0001875658,0.00003169535,0.00004903551,0.000150308,0.00007125703],"domain_scores_gemma":[0.999613,0.0000990142,0.00009725479,0.0000208625,0.00008525909,0.00008470903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000923435,0.0007604388,0.007091105,0.002886237,0.0001200324,0.0007733209,0.0001930507,0.002493283,0.03209937,0.03882154,0.120003,0.7938353],"study_design_scores_gemma":[0.0001138019,0.00182658,0.007522461,0.001381137,0.00005675855,0.0008846759,0.0002467109,0.0006232735,0.005640449,0.01972479,0.9619508,0.00002868808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03375653,0.7836332,0.00367183,0.08247317,0.006474773,0.0001739116,0.0008074707,0.0001355899,0.08887359],"genre_scores_gemma":[0.1900749,0.7198504,0.007352232,0.02266516,0.01024991,0.0002243986,0.001793557,0.00003846905,0.04775101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008300582,"threshold_uncertainty_score":0.02776819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128608549604895,"score_gpt":0.3608304482400044,"score_spread":0.3095443627439555,"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."}}