It's actually not that implausible, FDR had a guy lined up as his replacement in 1940 (Harry Hopkins) but he turned out to have Cancer, here the Cancer is found out later, after Hopkins has gotten the nomination, this combined with people's faith largely being in FDR and not his policies, allows...