My (non-spoiled) guess is that he will get heavily wounded, our MC saves and/or heals him (perhaps with some forbidden or otherwise suspicious magic), and the next arc is about how everyone thinks our MC is the duke's lover or similar romantic tension.
The death flags are probably just to make the heavy wounds and near save more exciting for us readers.