Table 3.
Performance of the model across major patient typologies
| Patient characteristics | GOF test Ĥ | p | GOF test Ĉ | p | O/E ratio | 95% CI | aROC |
|---|---|---|---|---|---|---|---|
| Trauma patients | 19.92 | 0.03 | 9.03 | 0.53 | 1.03 | 0.93–1.12 | 0.854 |
| Non-operative admissionsa | 14.86 | 0.14 | 17.8 | 0.06 | 1.01 | 0.98–1.04 | 0.825 |
| Scheduled surgerya | 11.5 | 0.32 | 27.39 | <0.01 | 0.97 | 0.90–1.03 | 0.825 |
| Emergency surgerya | 4.97 | 0.89 | 12.88 | 0.23 | 1.00 | 0.95–1.05 | 0.809 |
| No infectionb | 8.57 | 0.57 | 14.77 | 0.14 | 1.00 | 0.97–1.02 | 0.846 |
| Community-acquired infectionc | 8.4 | 0.59 | 11.76 | 0.3 | 1.00 | 0.96–1.05 | 0.786 |
| Hospital-acquired infectiond | 15.21 | 0.12 | 7.11 | 0.72 | 1.02 | 0.97–1.07 | 0.77 |
GOF: Hosmer-Lemeshow goodness-of-fit; O/E: observed-to-expected mortality; CI: 95% confidence interval; aROC: area under receiver operating characteristic (curve)
aNon-operative admissions, scheduled surgery emergency surgery: see data definitions appendix C, ESM
bNo infection: Patients not infected at ICU admission
cCommunity-acquired infection: Patients with community-acquired infection at ICU admission
dHospital-acquired infection: Patients with hospital-acquired infection at ICU admission