All cars are missing too
Just to be doubly sure, try deleting your game save first. Then start the game. It should either try the backup version automatically or ask you if you want to try it. This is referring to the backup that the game automatically makes periodically.
If this doesn't work then yes, you'll have to start again. Back up your game save to a usb stick regularly.