Critical Chance
From Dungeons of Dredmor Wiki
Critical Chance is a secondary stat, it is governed by the Caddishness primary stat. Critical Chance is the likelihood of landing a critical hit on your enemies. If you hit an enemy with a critical hit you deal double the normal damage to that enemy.
This doubled damage only applies to the three normal damage types (Crushing Damage, Slashing Damage and Piercing Damage).