Basically, when the put-call ratio reverses from extreme negative readings and begins to reflect optimism, it is associated with subsequent price appreciation in the underlying stock.
In the case of Cephalon, McMillan got his "buy" signal from the put-call ratio, a measure of investor sentiment expressed as put open interest divided by call open interest.