Firstly, the research identified independent risk factors associated with GIB, including gender, Sequential Organ Failure Assessment (SOFA) score, shock index (SI), blood urea nitrogen (BUN), albumin levels, and diabetes. This evidence concerns the gene ALB and diabetes mellitus.