Neon, Helium, and Argon are noble gases, characterized by completely filled outermost electron shells in their ground states. In contrast, Oxygen, with the electron configuration \(1s^2\,2s^2\,2p^4\), possesses 6 electrons in its outermost shell, which can accommodate a maximum of 8. Therefore, its outer shell is not completely filled.