Shortly after his 1958 revue, Shoestring Revue in Fort Worth, Bagley was diagnosed with tuberculosis.
He began recording albums dedicated to American Popular Song (later collectively referred to as Great American Songbook) and licensed them to various companies, including MGM and RiC in the United States, and CBS in the United Kingdom.