Science results

Is it possible to prove that there is causality because science (medicine, physics, etc.) relies on causality and has always worked up until now? Suppose doctors come to the conclusion that a certain disease is the cause of people's pain and that certain bacteria are the cause of the disease and that when they stimulate the disease, the patients are cured.