He could have contracted an illness while on duty at Cahaba. That's how I would have read the roll, which simply states that he was sent to a hospital on Dec. 20, 1864. Many Confederate veterans later died of disease contracted during the war.

Copies of the Peter C. Wheeler wartime record are avaliable here.