Earlier quoted context omitted.
My wife is a medical doctor doing a Phd right now. By her own admission, doctors are _not_ well-versed in the scientific method _by education_. The others in her lab are all biologists, and she spent the first year playing catch-up in terms of being able to do science, and says she still feels like she'll always be behind compared to the biologists in the lab who got a regular scientist training in their 5 years at t…
The process of diagnosing a disease works quite like scientific method. You form a hypothesis based on symptoms, and then you test your hypothesis by ordering various kinds of lab etc. tests. You inspect the results and modify your theory on what could be wrong.
For example, consider a test with a 1% false positive rate, for a disease with a 0.1% incidence rate for a particular set of symptoms. If you come through positive for the test, what's the probability that you have the disease? Too many people think it's 99% (the converse of the false-positive rate); but in reality it's more like 10%. But you still formed a hypothesis, did a test, and the result came out OK. You think you're doing science, but in reality you're cargo-culting.
Double-blind trials and high-quality statistics are prerequisites for good work here.