the direct descendant of the expert systems described in Section 1.1.1 of this chapter. Over 4,500 hand-crafted if-then rules, developed in collaboration with emergency medicine physicians, encode clinical knowledge about symptom patterns, risk factors, vital sign thresholds, and diagnostic protocol