As the GP you're referring to: I'm a PhD scientist with deep knowledge in biology. I still wouldn't try to decide for myself on how to treat my own cancer; I can use my knowledge to evaluate what the experts tell me, but there are limits that even a knowledgeable scientist is susceptible to.
Many people think otherwise: they second guess medical experts using their own engineering or scientific knowledge. Sometimes this "seems to work" but it's not clear that it does so in anything but an anecdotal way. Carefully controlled trials and meta-studies are much more effective.