Since this is a generative model, it can not only be used to assign probability to observed sentences, but also generate new sentences based on the model parameters.
extra-linguistic information, if available, can improve classification performance (Volkova et al., 2013;Hovy, 2015), and fakereview detection models often also exploit metainformation about the author and their behavior , looking for irregularities.