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SARS-CoV-2 Variants and Vaccines

2021· article· en· 425 citations· W3176225922 on OpenAlex· 10.1056/nejmsr2105280

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.051
GPT teacher head0.361
Teacher spread
0.310 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Viral variants of concern may emerge with dangerous resistance to the immunity generated by the current vaccines to prevent coronavirus disease 2019 (Covid-19). Moreover, if some variants of concern have increased transmissibility or virulence, the importance of efficient public health measures and vaccination programs will increase. The global response must be both timely and science based.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
New England Journal of Medicine
Topic
SARS-CoV-2 and COVID-19 Research
Field
Medicine
Canadian institutions
Funders
National Institute of Allergy and Infectious DiseasesClalit Health ServicesInyuvesi Yakwazulu-NataliCoalition for Epidemic Preparedness InnovationsInstitute of Infection and ImmunityNational Institute for Health and Care ResearchUniversity of WashingtonUniversity of OxfordUniversity of TorontoWorld Health Organization
Keywords
Coronavirus disease 2019 (COVID-19)Transmissibility (structural dynamics)VirologySevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)VirulenceVaccination2019-20 coronavirus outbreakImmunityCoronavirusPublic healthPandemicDiseaseBiologyMedicineImmunologyInfectious disease (medical specialty)GeneticsImmune systemOutbreakGene
Has abstract in OpenAlex
yes