{"id":"W3127220740","doi":"10.21203/rs.3.rs-226857/v1","title":"Vaccine-induced immunity provides more robust heterotypic immunity than natural infection to emerging SARS-CoV-2 variants of concern.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Medical Research Council; National Institutes of Health; Hamilton Health Sciences Foundation; University of Oxford; Public Health England; Department of Health and Social Care; British Heart Foundation; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; UK Coronavirus Immunology Consortium; Biotechnology and Biological Sciences Research Council; Huo Family Foundation; UK Research and Innovation","keywords":"Immunity; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Immunology; Biology; Medicine; Immune system; Disease; Infectious disease (medical specialty); Outbreak","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":[0.0005706096,0.0003472927,0.0003610494,0.0002671905,0.0001457861,0.0006384694,0.0001778002,0.000559216,0.007778667],"category_scores_gemma":[0.0007344913,0.0001370157,0.0002533138,0.0001202245,0.0002210631,0.0004242959,0.0003608894,0.0009483321,0.002081442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871249,"about_ca_system_score_gemma":0.0002703768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054409,"about_ca_topic_score_gemma":0.0001701762,"domain_scores_codex":[0.9995843,0.000108929,0.00001734722,0.0001181604,0.00007025123,0.0001009435],"domain_scores_gemma":[0.9996611,0.00008137764,0.00006481275,0.0000825044,0.00004692753,0.00006321254],"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":[0.001149106,0.0007884002,0.004645005,0.0002709755,0.00006960634,0.0001346666,0.00005695186,0.0007090878,0.9410772,0.002595119,0.005151673,0.04335224],"study_design_scores_gemma":[0.0007635927,0.009481046,0.0804649,0.0001372116,0.000214743,0.003141413,0.0003907863,0.009027192,0.805041,0.005735398,0.08556175,0.0000409951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471488,0.00427851,0.01695485,0.001629685,0.001099502,0.0002392821,0.001619982,0.0005972161,0.02643215],"genre_scores_gemma":[0.9866511,0.000751456,0.00360642,0.000504799,0.0002092251,0.00007853673,0.0009871314,0.0000759671,0.007135401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007778667,"threshold_uncertainty_score":0.02602226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452754769471513,"score_gpt":0.4492193599620677,"score_spread":0.3039438830149164,"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."}}