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  • Fourth, the analyses of the effects of some modifiable risk factors, especially obesity and mortality, are subject to confounding by smoking and reverse causality because of preexisting conditions, which might have led to an underestimate of these effects on mortality.60 In the multivariate analyses, the association for the healthy diet score was also underestimated because the effects of a health
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