Replay showed that both Kansas City pitcher Jason Vargas and Ramirez missed the bag, and when Ramirez slid past the bag, Vargas tagged him for the out.
The replay official in New York confirmed Barber's call.
Adam Eaton scored from third base on the groundout.
Jackson Alexander is an associate reporter for MLB.com. This story was not subject to the approval of Major League Baseball or its clubs.