Wouldnt you say that depends on what your diagnosing? There are plenty of things that are pretty trivial to diagnose at a glance. Classical Down Syndrom for example would be pretty trivial to diagnose.
As someone who has worked deeply int he medical field you come to realize what things are very obvious to spot and which things are more subtle. His dementia wasnt even remotely subtle.