How much does the basic science end up directly used in the careers of the medical professionals? My understanding is that much of the training is preparation

How much does the basic science end up directly used in the careers of the medical professionals? My understanding is that much of the training is preparation for med school, but the underlying concepts more or less aren't used at all while on the job (except for pharmacists and biochemistry)