Thank you, CJ. "Rules" did come to my mind, but I didn't think it fit, because, from the context, I was expecting Paracelsus to say that men are not ruled by the stars, not to mention that they don't rule over the stars themselves...
So, I thought this word should have a meaning like: "To be able to derive (draw) knowledge from the motions and positions of the stars and planets".