Universal or Specific? A Modeling-Based Comparison of Broad-Spectrum Influenza Vaccines against Conventional, Strain-Matched Vaccines¶
Subramanian, R., Graham, A. L., Grenfell, B. T., & Arinaminpathy, N. (2016). Universal or Specific? A Modeling-Based Comparison of Broad-Spectrum Influenza Vaccines against Conventional, Strain-Matched Vaccines. PLOS Computational Biology, 12(12).
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Primes¶
- Inoculation Theory
- This is the same trade-off seen in vaccine breadth (universal versus strain-matched), in training-data diversity for model robustness, and in scenario selection for tabletop exercises.
This sourceModels the breadth-versus-depth (universal vs strain-matched) trade-off in vaccine coverage — the specificity-generality trade-off in inoculation.
Supported in partVerified against the work's full text
Models universal (broad) versus conventional strain-matched influenza vaccines, which supports the vaccine-breadth example; it does not address training-data diversity or tabletop scenario selection.
“even when matched by per-dose efficacy, universal vaccines could dampen population-level transmission over several seasons to a greater extent than conventional vaccines”
- This is the same trade-off seen in vaccine breadth (universal versus strain-matched), in training-data diversity for model robustness, and in scenario selection for tabletop exercises.
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