Physicians did not have a consolidated perspective as to whether cannabis is a medicine or not, but rather struggled with this question. The dualistic narratives of cannabis reflect the lack of a dominant narrative environment that supports the integration of cannabis into medical practice. This may in turn indicate barriers to the implementation of medical cannabis policies. An awareness of physicians’ views and the different levels of their willingness to implement medical cannabis policies is essential for policy developments in this evolving field.