Does Olive Oil Lower Breast Cancer Risk?

I've heard that following a Mediterranean diet supplemented with extra olive oil can reduce the risk of breast cancer. I thought olive oil was part of the Mediterranean diet so I'm confused about what "supplemented with" extra-virgin olive oil means. Can you help?
Source: Dr. Weil Q and A - Category: Consumer Health News Source Type: news