Estimation of the coefficients of input parameters
The modeling approach was based on utilizing clinical and laboratory parameters to fit the regression models. Since direct comparison of regression coefficients was not necessary, and interactions in factors were not considered on account of assumption of independence of factors, we chose to leave the factor-data in the original scales.