Table 2.
Corrected indices of model difference and performance
| Base model | Base model + POC lactate | RETTS | RETTS + POC lactate | POC lactate | |
|---|---|---|---|---|---|
| Somer’s Dxy | 0.621 | 0.623 | 0.334 | 0.368 | 0.143 |
| Nagelkerke’s R2 | 0.349 | 0.352 | 0.136 | 0.144 | 0.018 |
| Brier score | 0.16 | 0.159 | 0.196 | 0.194 | 0.216 |
| Gini's mean difference | 1.589 | 1.597 | 0.669 | 0.754 | 0.282 |
| Overall quality | 0.287 | 0.289 | 0.102 | 0.109 | 0.012 |
Overall quality: Logarithmic accuracy score, a scaled version of the log-likelihood achieved by the predictive model
POC: Point-of-care; RETTS: Rapid emergency triage and treatment system