Prevost was born Marie Bickford Dunn in Sarnia, Ontario, to Hughlina Marion (née Bickford) and Arthur "Teddy" Dunn.
As her career was beginning to rise, Prevost married socialite Henry Charles "Sonny" Gerke in June 1918.