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There were 25,968 functions with 186 cardiovascular procedures. To verify the design, we utilized a completely independent 2-year dataset with 14,904 businesses. The model-based inhospital death estimation provided a complexity score system that replicated the past study which had recommended a five-category system in line with the estimated mortality scores. The C-index because of the validation dataset when it comes to death score and category had been 0.80 and 0.79, correspondingly. The data-driven approac