Before revision:  We develop  prediction intervals in the canonical SC framework, and provide conditions under which these intervals offer finite-sample probability guarantees.
After revision:  We develop conditional prediction intervals in the canonical SC framework, and provide conditions under which these intervals offer finite-sample probability guarantees.