In today's healthcare landscape, leveraging the synergy between observational data and traditional clinical trials is paramount. Real-world evidence, derived from insurance claims, provides valuable insights into medication effectiveness in diverse patient populations. By combining this data with the rigor of clinical trials, we can achieve a more