Setting un-masked values in a 2D array as NaN (python)

Question

I have a 296 x 296 array:

mask_Ant_opp = ma.masked_outside(Sep_2012, 0.0007, 0.001)

The values between 0.0007 and 0.001 appear in the array, but I wou