That is how I got it in the first place but Säkerhetsdosa doesn’t work for moving BankID from one phone to another, no matter what they say on web site.
However, after a lot of clicks I found an instruction saying that I can do it using my old phone and get a QR code. So I did exactly what instruction tells me and guess what? At point 11. I got the below screen instead of QR code. 
