Assuming that the calipers slid easily back into position over the new discs/pads (so not too thick in combination for the caliper) i'm thinking of either pistons seizing in the bores of the calipers ...

Wow! Tony, this makes you a true car guy! Someone that's not afraid to get their hands dirty and is committed to preventative maintenance – I'm impressed. That's a good question about the possibility ...