Table 3. . Measure of full covariate model performance: development, validation, total cohort and sensitivity analysis.
Model | n | Percentage of population | Hosmer–Lemeshow goodness-of-fit statistics† | Area under the receiver operator curve ‘C-statistic’ |
---|---|---|---|---|
X2, df, p-value | ||||
Development | 12,738 | 60% | 10.98, 8, p = 0.20 | 0.784 |
Validation | 8492 | 40% | 10.44, 8, p = 0.24 | 0.755 |
Total cohort | 21,230 | 100% | 7.78, 8, p = 0.46 | 0.772 |
SASI score total cohort | 21,230 | 100% | 7.65, 8, p = 0.47 | 0.769 |
Sensitivity NIHSS model‡ |
327 | 100% IMS III |
7.75, 8, p = 0.46 | 0.854 |
Sensitivity SASI score model‡ |
327 | 100% IMS III |
8.30, 8, p = 0.40 | 0.834 |
†performed on a random sample of 1000 observations.
‡Model controlled for age, treatment group allocation and stroke severity (using either NIHSS or SASI as indicated).
IMS III: International Management of Stroke III; NIHSS: NIH Stroke Scale; SASI: Stroke Administrative Severity Index.