Phil's config will work for 7.1, but for anything 7.0 and previous, you'll need:
Store Date "Is (where clause)" >CURRENTDATE()
Because I believe DW system Store Date used to evaluate current date as datetime, so current date was always newer than store date even if was the same day.
It changes for the better in 7.1!