Sample Size: The study enrolled 4,822 patients, and 4,612 (95.6%) of these patients completed follow-up. To include 12 predictors in the model with an estimated mortality rate among orthopedic trauma patients of 1.5%, 8000 patients are required to properly power our analysis. Based on a 20% drop out rate, 10,000 patients will be recruited in the study.