So does every structural prediction method.
> if you give it a brand new fold with no relation to other folds, it cannot predict it
That will depend on the number of effective sequences, not the actual fold.
> I work in organisms that have virtually 0 sequence identity.
Then the problem is low sequence coverage, not the protein fold. On a side note, there are sensitive homology search protocols that rely very little on actual sequence identity.