Mitcham is the first openly-gay man to win a gold medal at the Olympic Games.
Guardiola claimed that Liverpool had been lucky with 'diving and late goals' to keep them top of the Premier League table.
The Liverpool forward has come in for criticism for hitting the floor too easily and it happened again against Crystal Palace.