Everything is wrapped up in the voucher - the Avios and any cash paid for taxes & fees.
It’s not really a voucher at all - just your original booking frozen for future rebooking on any flight you want subject to reward availability.
However sadly you do need to call to use it, and to find out how much it’s worth if you don’t already know. It must also be another Avios booking.