Jamie O'Hara was brought on for Gilberto at half-time to cap a miserable debut for the January signing from Hertha Berlin.
"I didn't substitute him because he made a mistake," Ramos said. "It was because he has been injured and he needed rhythm.
"Every footballer makes mistakes, what we have to do is support him and try to help him recover. We don't blame him for the defeat."