Skip to main content

Table 2 Performance of Logistic Regression Models

From: Predictive models of disease burden at diagnosis in persons with adult-onset ulcerative colitis using health administrative data

MODELS

Optimism-Corrected C-Statistic Valuesa

Unadjusted C-Statistic Values

Colitis Extent

 Model 1: Extensive Colitis (vs. Left-Sided Colitis/Proctitis)

0.695 (0.669,0.754)

0.710

 Model 2: Extensive OR Left-Sided Colitis (vs. Proctitis)

0.716 (0.687,0.781)

0.737

Colitis Activity

 Model 3: Severe Colitis (vs. Mild-Moderate Colitis)

0.670 (0.637,0.733)

0.665

 Model 4: Severe OR Moderate Colitis (vs. Mild Colitis)

0.663 (0.628,0.737)

0.675

Total Disease Burden

 Model 5: Severe AND Extensive Colitis (vs. all other categories)

0.729 (0.690,0.796)

0.734

 Model 6: High Colitis Burden (vs. all other categories) b

0.729 (0.702,0.789)

0.735

  1. aC-statistic estimates and confidence intervals adjusted following bootstrap internal validation of regression models (1000 iterations)
  2. b[severe AND extensive] OR [severe AND left-sided] OR [moderate AND extensive] vs. [severe AND proctitis] OR [moderate AND left-sided] OR [mild AND extensive] OR [moderate AND proctitis] OR [mild AND left-sided] OR [mild AND proctitis], based on the endoscopic mayo subscore of disease activity and Montreal classification of disease extent