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Table 2 Model discriminative ability to predict two-year diabetes spending trajectory groups

From: Not there yet: using data-driven methods to predict who becomes costly among low-cost patients with type 2 diabetes

 

Validated C-statistics

Group (Ref: other groups)

Model 1: All baseline predictors

Model 2: Diabetes predictors

Model 3: Potentially-modifiable predictors

Group 1: Minimal user

0.874

0.847

0.820

Group 2: Low cost

0.746

0.731

0.712

Group 3: Rising cost

0.650

0.632

0.625

Group 4: Moderate cost

0.685

0.675

0.646

Group 5: High cost

0.872

0.855

0.835