INS and Sepsis: Comparing the weighted cohort to the overall cohort we see that the above differences in illness severity (Apache-IV score: 58 vs 57), sepsis diagnosis (17% vs 17%), ventilated (35% vs 32%), insulin (36% vs 30%), and outcomes (hospital mortality of 11.5% vs 10.3%) are greatly reduced.