Skip to main content
. Author manuscript; available in PMC: 2022 Nov 19.
Published in final edited form as: Surg Pract Sci. 2022 Jun 10;10:100098. doi: 10.1016/j.sipas.2022.100098

Fig. 3.

Fig. 3.

(a) Ranking of clinical and perioperative characteristics most associated with the ability to measure opioid consumption via survey or EHR based on BART, among patients prescribed opioids. (b) Ranking of EHR characteristics most associated with MMEs consumed among patients prescribed opioids. These include random forest-based feature screening to select the top 25 important variables, prior to indicator-encoding categorical variables.