I don't think it's a romance story. To me, what it's about is how a person's life can be completely changed because of one chance encounter. The most significant image in the entire film is the array of photos that Old Rose kept on her nightstand.
I'd say it's both... and even the life-changing aspect is really a very sentimental/romantic narrative...
_Man_