I bet at the time, the movie would have been considered a "chick flick". Here's a good list of all McQueen's movies:
FILMOGRAPHY
The Hunter (1980)
Tom Horn (1980)
An Enemy of the People (1978)
The Towering Inferno (1974)
Papillon (1973)
The Getaway(1972)
Junior Bonner (1972)
Le Mans (1971)
The Reivers (1969)
Bullitt (1968)
The Thomas Crown Affair (1968)
The Sand Pebbles (1966)
Nevada Smith (1966)
The Cincinnati Kid (1965)
Baby the Rain Must Fall (1965)
Love with the Proper Stranger (1963)
Soldier in the Rain (1963)
The Great Escape (1963)
The War Lover (1962)
Hell Is for Heroes (1962)
The Honeymoon Machine (1961)
The Magnificent Seven (1960)
The Great St. Louis Bank Robbery (1960)
Never So Few (1959)
"Wanted: Dead or Alive" (1958)
The Blob (1958)
Never Love a Stranger (1958)