Before revision:  We first used a deterministic approximation of the stochastic model developed in previous work and checked the existence of a threshold value of p for exponential epidemic spread.
After revision:  We first used a deterministic approximation of the stochastic model and checked the existence of a threshold value of p for exponential epidemic spread.