Fig. 6: Risk factor adjudication performance of regular expressions on MIMIC (2001-12).

All regular expressions developed adjudicate 100% of the attending physician notes from MIMIC (2001-12) labeled as yes for each risk factor. In terms of precision, burns, pancreatitis, sepsis, and aspiration exceeded 80%.