Best result is usually gotten by having two slimmer shims on either side instead of one "bridging the gap". In that case, they would be sttached to both the ab and kidney respectively.
The rivet gun "pop rivets" are not what you want if you're going for the higher tiers of accuracy. Instead, look for bifurcated rivets, aka split rivets.