I don't think, they are pre-determined, because i believe, that if i give my chests to any of my other chars, they mostly become better items than the one have become them dropped.
But even if the chance is just 1 out of a million to become an elite item, i don't need to open the chests for now, so i wait and hope to have the right timing on opening a chest containing such thing.