This is a case where hearing from people with real domain expertise would be of inestimable value
The paper doesn't even say no problem. It claims an association that lowers transmission with some statistically visible impact. Seriously, we are all affected but please don't interpret papers with some alleged statistical crime because you're stressed.
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Statistically visible difference may be an artifact; may have little clinical significance; may be lacking relevant controls; may not matter because of factors that overwhelm it etc. etc. P-hacking is something specific, not a curse word. Hope your family does as well possible.
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