How to get coefficients and their confidence intervals in mixed effects models?

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Not sure when it was added, but now confint() is implemented in lme4.
For example the following example works:

library(lme4)
m = lmer(Reaction ~ Days + (Days | Subject), sleepstudy)
confint(m)

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