"Sydney Bucksbaum of "The Hollywood Reporter" wrote, "Easily one of the best parts of Gotham — used infrequently given his series regular fan-favorite role on Showtime's "Shameless" — Jerome's return came as a true shock in the final moments of the fall finale.