Player is presented with purchases or other acquisitions where they're not told what that thing actually does (and this is not limited to any sort of gambling).
Alternate name: Blind purchases
The first video game about Blind acquisitions was released in 2005.
Not for literally blind instances where you can not see anything of the item, as that becomes gambling. Essentially item/ability/whatever stats are hidden until you buy them or otherwise acquire them.