And those multiple drives have partitions that windows doesn't recognize,
Windows installer will do you the favor of writing a system partition over the start of your drive (aka: unpartitioned space) without asking.
This will wreck your day!
You will wish to never see windows again!
Personally it makes me want to (physically) destroy some hard drives...got a few on the shelf...