It’s a SERVICE, not a Mass!!
I have a married Lutheran Priest at our Parish that turned Catholic!
If you want to call it a SERVICE feel free.
Just know that the Anglicans call it a MASS.
And by the way congratulations to your Lutheran friend. Is he to be ordained?