869 GUT MICROBIOME PROFILE THROUGH MACHINE LEARNING ALGORITHMS CLARIFIES HEPATIC ENCEPHALOPATHY DIAGNOSES IN A MULTI-CENTER CIRRHOSIS COHORT - Bajaj, Jasmohan S.; O'Leary, Jacqueline G.; Jakab, Sofia S.; Chong, Nicolas; Sikaroodi, Masoumeh; Gillevet, Patrick M. (Gastroenterology (New York, N.Y. 1943), 2024)