No De Novo Review of Discovery Sanctions After the Reference Is Withdrawn An adverse inference sanction for spoliation of evidence is reviewed for abuse of discretion by the district court after withdrawal of the reference. Read more about No De Novo Review of Discovery Sanctions After the Reference Is Withdrawn