Why are MaskedArrays not supported anymore and is there suggested circumvention?

Dang, is this still the case?

I am having to impute missing values for my testing X variable, and would like to be able to test the model fit by giving predictions with test data.

Is there more info I can give to help answer whether this is possible or not?