Does filling up a flash drive completely have any effect on the drives "safety?"?

... for instance, if I take a flash drive and fill it up until there s only one megabyte left, does that increase the possibility of losing my files, failure of the flash drive or anyting? Or is it exactly the same as if I leave 3 or 4 gigabytes free? Asking because I want to back up a bunch of stuff.
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