The problem with all of these large nutritional epi studies is that it's monstrously hard to separate the influence of individual foods/drinks. I mean, no one drinks Coke in isolation, it's all hard to disentangle, and this sort of study needs very careful interpretation
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And even more, how do you control for society as a whole? We know that poor/disadvantaged people drink much more sugar, so while studies like this can show interesting potential associations, the causality is much harder to attribute
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