Was Guantanamo Bay set up in response to the 9/11 attacks?

If yes ,is there any evidence of this claim then? Did Bush oversee this establishment and the activities within, that have caused so much controversy? Why did he want to set it up? To protect America by rooting out information from terrorist suspects? Thank you so much