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Dr. Hook And The Medicine Show was a band. Probably at least one of them was married.
The first album that Dr. Hook and the Medicine Show recorded was called "Doctor Hook". It came out in 1971.
No one named Joe played with Dr. Hook and the Medicine Show. There was a Jay (David), a Jance (Garfat) and a John (Wolters), but no Joe.
The song, "Loveline" is on Dr. Hook's 1982 album, "Players in the Dark".
It was a hit song for Dr. Hook & the Medicine Show in 1973.