The state is shutting down most of Central State Hospital in Milledgeville, once the nation’s largest psychiatric hospital, to comply with a federal mandate to overhaul the way it provides psychiatric services. By year’s end, all that will remain open will be a secure facility that evaluates and treats criminal defendants who are mentally ill. In the 1950s, the hospital warehoused close to 13,000 patients at a time.