Several studies have been performed on identifying PICO elements in abstracts (Demner-Fushman and Lin, 2007;Hansen et al., 2008;Chung, 2009).
all of them are reporting coarsegrain (sentence-level) tagging methods that have not yet been shown to be sufficient for the purpose of IR.