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Press C-Up(2), C-Down(2), C-Left, C-Right, C-Left, C-Right, Start at the status screen.
Bonus stadiums
Press C-Up, C-Left, C-Right, C-Up, C-Right(2), Z, C-Left, C-Right, C-Left, C-Right, Start at the stadium selection screen.