Clinical validation audits are a new tactic that certain commercial insurers are adopting to reduce or deny payment to health care providers. These audits can take months or even years to be ...

Compared to the model without CP, using the model with CP at a mixed confidence approach reduced overall prediction errors by 27.6% (n=62) and 30.7% (n=412) in the internal and external validation ...