Table 4 Logistic regression/odds ratio, OCC, calibration (HL), discrimination (ROC) for CASUS, SOFA, SAPSII, APACHEII derivatives
From: A comparative study of four intensive care outcome prediction models in cardiac surgery patients
Derivative of the Scoring model | Logistic Regression | OCC | HL test | ROC-Analysis | |||
|---|---|---|---|---|---|---|---|
O R | 95%-CI | % | χ 1 | p-value | AUC | 95%-CI | |
Mean-CASUS | 2.04 | 1.85-2.62 | 98.3 | 5.75 | 0.68 | 0.991 | 0.987-0.995 |
Mean-SOFA | 2.76 | 2.43-3.12 | 97.3 | 11.33 | 0.18 | 0.96 | 0.94-0.98 |
Mean-SAPS II | 1.26 | 1.22-1.29 | 97.2 | 5.22 | 0.73 | 0.982 | 0.975-0.988 |
Mean-APACHE II | 1.64 | 1.54-1.75 | 96.2 | 3.78 | 0.88 | 0.97 | 0.96-0.97 |
Max-CASUS | 1.60 | 1.51-1.70 | 97.8 | 2.12 | 0.95 | 0.98 | 0.97-0.99 |
Max-SOFA | 1.81 | 1.69-1.95 | 95.6 | 10.54 | 0.16 | 0.92 | 0.90-0.95 |
Max-SAPS II | 1.15 | 1.13-1.18 | 95.9 | 3.75 | 0.88 | 0.95 | 0.94-0.96 |
Max-APACHE II | 1.35 | 1.30-1.40 | 95.5 | 14.38 | 0.07 | 0.93 | 0.91-0.95 |