In addition to providing useful output for this important public health task, our prior-enriched model provides a framework for the application of f-LDA to other tasks.
this approach has limitations in that most documents are missing labels (less than a third of our corpus contains one of the labels in Table 1) and many messages discuss several components, not just the one implied by the tag.