Answer
Halladay earned the nickname "Doc" during his time in the minors, when he was said to have a calming presence in the clubhouse and a gift for helping players with their injuries. The nickname stuck with him throughout his major league career, and he was often referred to as "Doc" by his teammates, coaches, and fans.