I'm around your age and I'd be uncomfortable too. 

19 may be legally an adult. 

Emotionally and intellectually? No. That's still to come. 

They're at two different life stages (or they should be).

Is it possible it could work out and be just fine? 

Anything's possible. 

But it doesn't make it not fraught with experience gaps and potential power dynamic pitfalls.