Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data

Table 4

Coefficients of the elastic net regression, dataset II (MSE is 0.1095).

Parameters	Coefficients	VIF
Delta SpO2 (%)		1.6
Slope SBP (mmHg/h)		1.52
Delta pH (units)		1.63
Max pH (units)		1.48
Delta DBP (mmHg/h)		1.91
Mean HR (bmp)	0.0012	1.32
Skewness Creatinine	0.033	1.13
Std. WBC (cells/cmm)	0.0443	1.38
Std. (°C)	0.0827	2.03
Min lactate (mmol/L)	0.1431	1.93

Significant features also in the univariate analysis.