Mistake of fact refers to a misunderstanding or incorrect belief regarding a factual situation that negates the intention to commit a crime. It can significantly influence mens rea, as it may demonstrate that an individual did not have the necessary mental state required for liability. This concept helps to assess the defendant's state of mind and whether they truly intended to engage in criminal behavior or if their actions were based on a genuine misconception.