The match was headed for a draw until a 67th-minute strike from 23-year-old Thiago Almada secured the win.
“The national team is a team. When one is missing, another steps up," Scaloni told reporters.
"We had some very important absentees but we have great players to go out on the field. The team is always more than just the names."