Geometric singularities of regular surfaces with nef anti-canonical divisors over imperfect fields

We prove that a regular projective surface $S$ over a field $k$ of characteristic $p\ge 7$, with $H^0(S,{\mathcal{O}}_S)=k$ and $-K_S$ being nef, is geometrically integral over $k$.