So long as the CXR has more than the beauty pass in it, just rename the file to EXR and it will open as a regular EXR in anything that opens EXRs. (EDIT - with all the layers, I should add)
I forget what was so awful about PS, but I soon quit using its native EXR opening and saving due to problems, and moved to EXR-IO :)