No, they don't, and that's a horrific way to practice medicine.

Everyone is unique with unique diet, environmental pressures, and genes. We are not cattle.

Also, we have a working medical model for this - veterinary medicine, esp non-corporate vet med. No vet is looking at an obese dog without ordering a thyroid test at minimum and looking further. Only in human med do we blame the patient like this