Before revision:  We show that it is possible to predict with good accuracy the reaction of users of mental disorder online communities to the interactions experienced in these platforms  .
After revision:  We show that it is possible to predict with good accuracy the reaction of users of mental disorder online communities to the interactions experienced in these platforms , and present some examples which illustrate that the models are correctly capturing the effects of comments on the author's emotional tone .