revise: This study design was chosen because it allows for the examination of multiple outcomes and multiple exposures, which is suitable for the study's objective. It also allows for the control of confounding variables, which is crucial in a study like this where many factors can influence patient mortality. Furthermore, retrospective cohort studies are less time-consuming and less expensive than prospective cohort studies, making them a practical choice for this type of research