If I open a gelatin capsule, is the medicine inside now halal?

If only the capsule is made of gelatine, does removing the medicine from inside mean it can be consumed without ingesting something haram. I have read that najis (impurities) only transfers when that najis or what it touches is wet. In this case the capsule is dry.