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Record W4224296432 · doi:10.1101/2022.04.18.22273967

A boost with SARS-CoV-2 BNT162b2 mRNA vaccine elicits strong humoral responses independently of the interval between the first two doses

2022· preprint· en· W4224296432 on OpenAlexafffund
Alexandra Tauzin, Shang Yu Gong, Mark M. Painter, Rishi R. Goel, Debashree Chatterjee, Guillaume Beaudoin-Bussières, Lorie Marchitto, Marianne Boutin, Annemarie Laumaea, James Okeny, Gabrielle Gendron‐Lepage, Catherine Bourassa, Halima Medjahed, Guillaume Goyette, Justine C. Williams, Yuxia Bo, Laurie Gokool, Chantal Morrisseau, Pascale Arlotto, Renée Bazin, Judith Fafard, Cécile Tremblay, Daniel E. Kaufmann, Gaston De Serres, Marceline Côté, Ralf Duerr, Valérie Martel‐Laferrière, Allison R. Greenplate, E. John Wherry, Andrés Finzi

Bibliographic record

VenuemedRxiv · 2022
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsUniversity of OttawaInstitut National de Santé Publique du QuébecHéma-QuébecUniversité de MontréalMcGill UniversityCentre Hospitalier de l’Université de Montréal
FundersU.S. Military HIV Research ProgramFonds de Recherche du Québec - SantéNational Institutes of HealthCanadian Institutes of Health ResearchPerelman School of Medicine, University of PennsylvaniaMitacsFondation du CHUMUniversity of Pennsylvania
KeywordsRegimenHumoral immunityImmunologyMedicineInterval (graph theory)Immune systemInternal medicineMathematics

Abstract

fetched live from OpenAlex

SUMMARY Due to the recrudescence of SARS-CoV-2 infections worldwide, mainly caused by Omicron BA.1 and BA.2 variants of concern, several jurisdictions are administering a mRNA vaccine boost. Here, we analyzed humoral responses induced after the second and third doses of mRNA vaccine in naïve and previously-infected donors who received their second dose with an extended 16-week interval. We observed that the extended interval elicited robust humoral responses against VOCs, but this response was significantly diminished 4 months after the second dose. Administering a boost to these individuals brought back the humoral responses to the same levels obtained after the extended second dose. Interestingly, we observed that administering a boost to individuals that initially received a short 3-4 weeks regimen elicited humoral responses similar to those elicited in the long interval regimen. Nevertheless, humoral responses elicited by the boost in naïve individuals did not reach those present in previously-infected vaccinated individuals.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

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.

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

Opus teacher head0.074
GPT teacher head0.372
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2022
Admission routes2
Has abstractyes

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