Strauss said she had to "be away for a little while" and that she didn't want to discuss it. There was never, as far as I recall, a confirmed reason for it -- we all just assumed medical.

Now it looks like she was perhaps going to rehab, since Hotch seemed to know that the drinking isn't a new development.