The word atheism means lacking theism. Nothing more. It makes no claims about the nonexistence of a god or gods. It does not make claims that a god or god exists. A person who is an atheist is simply a person who lacks a belief in the existence of any gods.
However, it makes watching people desperately trying to prove or disprove this nonexistent "entity" vastly amusing