Check out this thread which has many of the documents and statements from the 1917-1918 period about what happened:
http://www.jehovahs-witness.com/12/96081/1.ashx
The first count was "wilfully causing insubordination, disloyalty and refusal of duty in the military and naval forces of the United States of America when the United States was at war".