Rhea has oxygen and carbon dioxide.
Not sure if this is the subject of the press conference, (doubt it) and it is not the link I saw recently, but here you go:
The NASA spacecraft found that the atmosphere is very thin, with the oxygen in the atmosphere reported to be about five trillion times less than the oxygen within Earth’s atmosphere.
dailygalaxy.com