Chemotherapy is more of an exception than the norm when it comes to what treatments are acceptable. Most other drugs have to be proven safe to use even before showing tangible benefits. And even in oncology there are Phase I studies to ensure that your treatment is not Too toxic either. So yeah, Do Not Harm is very much a thing.