No he won't. If they used the 25th amendment to get rid of him, it would be an admission on the part of the Dems that he was never fit for office to begin with. Some type of behind the scenes deal will be made where he will agree to step down for "health reasons."
Following the, "Papal Renunciation" model Joe will be heralded with acclaim for doing his duty for the world!