It doesn't completely restart the game -- it brings you back to before you get ending 36, the first 'endgame' ending. But you have all the other endings unlocked and access to Load menu. You can get to the true ending again from here.
It's really just to let people replay endings if they missed any hidden dialogue without having to play the whole game again!