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Full Version: Affect of vaccines on viral load
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Virological and serological kinetics of SARS-CoV-2 Delta variant vaccine-breakthrough infections: a multi-center cohort study"
(Usual warnings about preprints)

From Michael Lin's twitter feed (taken from above paper)

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Basically this shows the viral load is equal in vaccinated & unvaccinated for the first 6 days.  That's the dangerous time before you realize you are sick.