Table 3. Model parameter estimates, diagnostics and risk reclassification measures.
Odds Ratio | P | Lower 95%CI | Upper 95% CI | |
Age (years) | 1.026 | 0.001 | 1.011 | 1.042 |
CCI: FP 0.5 | 0.232 | 0.032 | 0.061 | 0.882 |
CCI: FP 3 | 23.086 | 0.000 | 8.356 | 63.784 |
Cirrhosis | 3.259 | 0.008 | 1.371 | 7.750 |
Lactate | 1.201 | 0.000 | 1.120 | 1.289 |
Year 2 | 1.058 | 0.885 | 0.494 | 2.266 |
Year 3 | 0.639 | 0.214 | 0.315 | 1.296 |
Year 4 | 0.920 | 0.809 | 0.467 | 1.813 |
Year 5 | 0.433 | 0.016 | 0.220 | 0.854 |
Year 6 | 0.407 | 0.016 | 0.196 | 0.848 |
Year 7 | 0.482 | 0.114 | 0.195 | 1.191 |
Model diagnostics | ||||
Hosmer-Lemeshow statistic | 0.770 | |||
AUC-ROC | 0.740(0.675, 0.777) | |||
Estimate | P | Lower 95%CI | Upper 95% CI | |
NRI(>0) | ||||
Event | -0.186 | -0.316 | -0.026 | |
Non-event | 0.604 | 0.467 | 0.657 | |
Overall | 0.418 | 0.185 | 0.587 | |
IDI | ||||
Event | 0.031 | 0.009 | 0.066 | |
Non-event | 0.008 | 0.002 | 0.018 | |
Overall | 0.040 | 0.0120 | 0.084 | |
AUC-ROC difference | 0.033 | 0.031 | 0.008 | 0.065 |
CCI, Charlson comorbidity index. FP, fractional polynomial. HR, heart rate. H-L, Hosmer-Lemeshow
AUC-ROC, area under the receiver operator characteristic curve. diff, difference (model with and without lactate). NRI(>0), category free net reclassification index. IDI, integrated discrimination improvement index.