{"id":"W4280488965","doi":"10.1038/s41586-022-04865-0","title":"Limited cross-variant immunity from SARS-CoV-2 Omicron without vaccination","year":2022,"lang":"en","type":"article","venue":"Nature","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco; Roddenberry Foundation; Mercatus Center, George Mason University; Fast Grants; National Institutes of Health; Innovative Genomics Institute; Gladstone Institutes; Natural Sciences and Engineering Research Council of Canada; Abbott Laboratories; George Mason University; Centers for Disease Control and Prevention; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute","keywords":"Neutralization; Vaccination; Immunity; Virology; Immune system; Biology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Virus; Infectious disease (medical specialty); Pathology","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":[0.0002613565,0.0004171052,0.0003269279,0.0001274502,0.00007254133,0.0002309005,0.0001783679,0.0004087141,0.001417078],"category_scores_gemma":[0.0003004994,0.0001006117,0.0002405766,0.00005659694,0.0001631509,0.0001948204,0.0002566602,0.000659669,0.0003588074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975714,"about_ca_system_score_gemma":0.0001202337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002311917,"about_ca_topic_score_gemma":0.0002448404,"domain_scores_codex":[0.9997737,0.00004558438,0.00001345899,0.00005544342,0.00004871921,0.00006306406],"domain_scores_gemma":[0.9997812,0.00006156611,0.00005440938,0.00004001392,0.00002255203,0.00004028608],"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":[0.0003198129,0.000197328,0.002234447,0.0000805399,0.00001337456,0.0001064638,0.00002163638,0.00008225242,0.9933296,0.00005590308,0.00009692054,0.003461652],"study_design_scores_gemma":[0.0002025766,0.02464522,0.1357104,0.0001002892,0.0001162553,0.005570684,0.0001805529,0.002636002,0.8224898,0.0003885479,0.007942032,0.00001754505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997272,0.0006832338,0.0006630076,0.00004211196,0.00002507231,0.00002478748,0.0001107141,0.00003064055,0.001148475],"genre_scores_gemma":[0.9986364,0.0001679256,0.0002419835,0.00009172483,0.00001482289,0.00001320998,0.0002156818,0.000004364289,0.0006138456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001417078,"threshold_uncertainty_score":0.004740596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138229170647764,"score_gpt":0.3694764200827189,"score_spread":0.3380941283762412,"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."}}