Unpopular opinion: when you read a science paper, look at the graphs, and ask yourself “does this look like an actual effect? Does it pop out at me?” Most p=0.05 results look like “meh, basically the same, clusters overlap a lot” when displayed visually.
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(This thread was brought to you by a 15% median survival increase in C. elegans. For a mouse that would be huge; for a worm, it’s easily noise. But the headline is “increases lifespan!” This is mild puffery as things go, but it probably gives some people the wrong idea.)
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