Given adequate pressures, 23 mm tires are more likely to pinch flat from road surface imperfections than fatter tires - my bikes roll on 32 to 40 mm tires. Can't remember a pinch flat for a long, long time.
Advantages and disadvantages to fatter or slimmer tires, of course.