The Journal "Open Medicine" has published a very thoughtful editorial on "Open science, open access and open source software at Open Medicine" by Sally Murray, Stephen Choi, John Hoey, Claire Kendall, James Maskalyk and Anita Palepu.

Not only are they writing about it but they want to get their hands dirty as well:

Open Medicine is an open access journal because we believe that free and timely access to research results allows scientific knowledge to be used by all those who need it, not just those who can afford expensive journal subscriptions or user fees for individual articles. But is access to the final polished version of research enough? Could we do more to en­courage the collaborative reuse and reanalysis of existing data, or the verification of analyses? Could we move from open access to open science?