It doesn't make any difference, but if you want the confidence intervals on the original data scale, exponentiate the estimates.
That is, if
(L(x), U(x)) is the confidence interval for the mean of log(Y) when X=x, then
(exp(L(x)), exp(U(x))) is the confidence interval for the mean of Y.
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