Because it is useful for most people to see that they're receiving a call from their bank, insurance company, hospital, whoever.
The hospital's call staff might not be in the same building as the doctor - so showing a familiar number is useful.
In an ideal world you would be able to trust that number but, as per the above, that isn't always the case.