Just before its release, there was a love scene between Michael Sarrazin and Lee Remick that was cut. This scene supposedly included nudity. In the final cut, their affair is only insinuated.
The title comes from lines in the folk song "Goodnight, Irene": "Sometimes I take a great notion / To jump in the river and drown."