Using MEDLINE Elemental Similarity to Assist in the Article Screening Process for Systematic Reviews.

We demonstrated a new approach to assist in labor intensive systematic reviews. Predictive ability of different elements (both single and composited) was explored. Without using model training approaches, we established a generalizable method that can achieve a competitive performance.