{"id":"W3217290240","doi":"10.1038/s41541-021-00411-7","title":"A third SARS-CoV-2 spike vaccination improves neutralization of variants-of-concern","year":2021,"lang":"en","type":"article","venue":"npj Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Fondation Bettencourt Schueller; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit van Amsterdam; Agence Nationale de la Recherche; Amsterdam University Medical Centers; Bill and Melinda Gates Foundation","keywords":"Spike (software development); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neutralization; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Spike Protein; Vaccination; Medicine; Computer science; Outbreak; Virus; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002729352,0.0001803068,0.0004639695,0.0002268745,0.00004678518,0.00002336624,0.0001622282,0.0001625991,0.00003942894],"category_scores_gemma":[0.0005308712,0.000159418,0.0001574607,0.0007923273,0.00002124407,0.0002024514,0.00008791397,0.0001630403,0.00002085018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005582235,"about_ca_system_score_gemma":0.0004120682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002486692,"about_ca_topic_score_gemma":0.0001177564,"domain_scores_codex":[0.9983649,0.00007352505,0.0005246433,0.000351149,0.0004165296,0.0002692255],"domain_scores_gemma":[0.9982579,0.0001118233,0.0002044918,0.0004806987,0.0009214525,0.00002357954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002354482,0.0002562494,0.04841717,0.0005295216,0.0000846992,0.00003197941,0.0003328365,8.64003e-7,0.9357439,0.0009955175,0.001142208,0.01222955],"study_design_scores_gemma":[0.001938684,0.0003077649,0.1071413,0.0001147112,0.00009536934,0.00003862793,0.0001286439,0.0007814219,0.8826138,0.0007842213,0.005929742,0.000125689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914215,0.0009005807,0.0007514819,0.0006172329,0.0002645816,0.0003645071,0.00001017082,0.00006221943,0.005607713],"genre_scores_gemma":[0.9945695,0.00004038844,0.0004399118,0.004487488,0.0002349064,0.00002180381,0.00001900078,0.00003368856,0.0001532486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05872413,"threshold_uncertainty_score":0.6500878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365433615127478,"score_gpt":0.363007579321681,"score_spread":0.3093532431704062,"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."}}