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The findings confirmed an association between GLP-1 medications and DVT, with an odds ratio of 1.64 (95% CI: 1.14-2.36)

Key findings Across all four trials, GLP-1 RAs were consistently associated with lower rates of alcohol-related hospitalization within one year in balanced populations: ADM trial (n = 18,515) : Alcohol-related hospitalization occurred in 10.1% of newer GLP-1 RA users vs

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All studies used balanced populations (inverse probability of treatment weighting or propensity score matching) and accounted for informative censoring (inverse probability of censoring weighting)

This tailored approach allows practitioners to fine-tune interventions based on a patients unique needs, optimizing outcomes while minimizing potential side effects

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