Table 3:
Results of 5-Fold Cross-Validation | ||||||
---|---|---|---|---|---|---|
AUROC | C-Index | Brier Score | ||||
Model |
6
months |
12
months |
18
months |
24
months |
Overall | Overall |
MELD-Na | 0.51 | 0.56 | 0.57 | 0.56 | 0.54 | 0.12 |
ICT weighted lures | 0.53 | 0.54 | 0.53 | 0.53 | 0.53 | 0.12 |
Chair-stands and hand-grip | 0.72 | 0.75 | 0.74 | 0.71 | 0.69 | 0.11 |
SF-8 and Sodium | 0.71 | 0.76 | 0.75 | 0.70 | 0.69 | 0.11 |
FallSSS Score | 0.79 | 0.81 | 0.80 | 0.76 | 0.74 | 0.11 |
AUROC (area under the receiver operating characteristic curve), ICT (inhibitory control test), MELD-Na (Model for Endstage Liver Disease-Sodium), SF-8 (Short-form 8), and FallSSS score (Prior Falls, serum Sodium, SF-8, and number of chair-Stands performed within 30 seconds). AUROC and c-indices lack confidence intervals as they the product of cross-validations.