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Record W7028069154

Effectiveness of COVID-19 vaccines against B.1.617.2 (delta) variant: A systematic review

2021· article· en· W7028069154 on OpenAlexaboutno aff

Bibliographic record

VenueD-Scholarship@Pitt (University of Pittsburgh) · 2021
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsnot available
Fundersnot available
KeywordsObservational studyPandemicSystematic reviewDiseaseVaccinationMeta-analysisCoronavirus disease 2019 (COVID-19)
DOInot available

Abstract

fetched live from OpenAlex

Introduction: The coronavirus disease 2019 (COVID-19) pandemic continues to inflict significant morbidity and mortality globally. The asymmetric distribution of vaccines continues to foment the emergence of more transmissible SARS-CoV-2 variants of concern (VOC). Research has shown a reduction in vaccine effectiveness (VE) against these variants, with the most recent being the B.1.617.2 (Delta) variant. The aim of this systematic review is to synthesize COVID-19 VE estimates and their 95% confidence intervals (95% CI) against SARS-CoV-2 Delta variant infection, symptomatic disease, and hospitalization. An updated synthesis of VE estimates against Delta variant is necessary to inform clinical decision-making, policy decisions, and promote vaccine development to protect against future variants. Methods: A comprehensive literature search was conducted using the Ovid-MEDLINE database on October 16, 2021. Observational studies examining VE of WHO-approved COVID-19 vaccines were included. The Newcastle-Ottawa Scale (NOS) was used to assess the quality of the non-randomized observational studies included in this review. Results: Eleven studies met eligibility criteria to be included in the review. Overall VE estimates against SARS-CoV-2 Delta variant infection for WHO-approved vaccines reported in this review ranged from 59% [95% CI: 16, 81.6] to 75% [95% CI: 71, 78]. VE against symptomatic Delta variant infection was reported as 79.6 [76.7, 82.1]. Overall VE against Delta variant hospitalization ranged from 86% [95% CI: 82, 89] to 93% [95% CI: 84, 96]. VE against specific vaccines was also reported. Conclusions: Studies included in this review provide evidence that VE against the Delta variant of SARS-CoV-2 is less than VE against previous VOC and wild type SARS-CoV-2 for preventing infection, symptomatic disease and hospitalization. This review demonstrates the vital need for continuous surveillance of VE so that vaccine programs are dynamic and adaptable to the epidemiology of COVID-19. Subsequent research is necessary to examine if the primary reason for reduced VE is VOC immune evasion or waning immunity due to time. This review is relevant to public health practice because it can inform how vaccine programs should adapt to the dynamic nature SARS-CoV-2, in measures such recommending booster doses for certain populations.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.179
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.038
GPT teacher head0.317
Teacher spread0.278 · 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 teacher head, not a consensus.

Study designSystematic review
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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

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