Before revision:  For diseases with low values of the basic reproductive ratio, R_0, we found that the value of p has a decisive influence on the existence or not of a major outbreak .
After revision:  The model was previously studied by other authors in different contexts. In this work we characterized the behavior of the system around the threshold for epidemic spreading .