The Science Collaboration Framework (SCF) is a software toolkit to establish web-based virtual team organizations for researchers in biomedicine. It enables researchers to publish and discuss on-line content such as articles, news, and perspectives, and to provide shared semantic context for this content using established scientific vocabularies and automated text mining.