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Second, due to data unavailability, potential unmeasured residual confounding such as physicians preference or behavior and patients laboratory data may not have been eliminated in the estimation of treatment effectiveness or costs

It matched patients treated with GLP-1RAs with those who did not use the medication and found that GLP-1RAs were associated with a significantly lower risk of DR, with a hazard ratio (HR) of 0.42

doi: 10.1007/s00253-022-11795-4 161 JoYHLeeJHPatnaikBBKeshavarzMLeeYSHanYS

10.1016/j.clinthera.2012.04.013 6 AschnerP.KipnesM

10.1002/dmrr.2561 60

10.1016/j.pbb.2006.09.008 Pharmacol Biochem Behav