Imo absolutely yes, heres why:
Life as a physician is not easy. You work long hours and you develop social relationship. Depending on specialty, you see some really messed up stuff. You get invested in people's welfare, and they could either a) not take ownership over their health, or b) die or have something tragic happen to them. You try to provide the highest level of care while constantly fighting with regulations of insurance companies. Despite your intent, you get hit with malpractice suits. And if you're in academia, you get the added bonus of having to play political games to appease or fight back against the higher-ups, especially the ones who aren't physicians or only understand the financial side of healthcare.
At some point, you will struggle with these things and it will emotionally and psychologically wear on you. Critical to staying resilient is remembering your "why"-- why the hell did you get into this messed up profession in the first place? Because if it was to make money, the iBanking ship sailed long ago and you clearly missed it. Imo if you don't have empathy-- if you don't genuinely care for the welfare of your patients-- I don't really see how you'll be able to come out the other side of these things.
Yes you can provide good quality of care by faking it, but I don't see that as a sustainable strategy given the inevitable struggles you'll face. (Almost) every single doctor/person on this planet will face some kind of crisis moment in their lives, and I cant see anything other than empathy justifying being in medicine.