White has several very reasonable responses to Black's third move, only one of which - 4.Bxf7+ - calls to mind the Jerome Gambit. Still, playing that last one often means a short end to hostilities. Bill Wall demonstrates in the game below.
Wall, Bill - Mouhamadyamin
lichess.org, 2016
1.e4 e5 2.Nf3 Nc6 3.Bc4 Nd4
The Blackburne Shilling Gambit.
4.Bxf7+
The Blackburne Shilling Jerome Gambit.
4...Kxf7 5.Nxe5+ Ke6 6.c3 Kxe5 7.cxd4+Kxd4
A risky meal.
8.d3 b6
And just like that, it's Game Over. Black does not have time for this development; checkmate follows.
9.Qh5 Bb4+ 10.Ke2 g5 11.Bxg5 Kc5 12.Be7+ Kc6 13.Qd5 checkmate