Before revision:  The intervals are centered at the usual  empirical Bayes estimator, but use a larger critical value to account for the effect of shrinkage.
After revision:  The intervals are centered at the usual linear empirical Bayes estimator, but use a larger critical value to account for the effect of shrinkage.