I have the same problem. Is there a way to fix it by editing one of the templates? Henrik, it seems you have fixed it (I looked at your page. Can you tell me how you did it?
I searched the forums more deeply, and found out that it’s because I didn’t set up wordpress originally with that port added. I followed the instructions here: