A Critical Asset is an asset for which the financial, business or service level consequences of failure are sufficiently severe to justify proactive inspection and rehabilitation. Critical assets have a lower threshold for action than non-critical assets.
Although critical assets have a high consequence of failure, they don't necessarily have a high likelyhood of failure.
Section 2.6.4 of the International Infrastructure Management Manual discusses how to identify critical assets.