Regime-aware calibration model
Intervention1 paper1 finding
- In silico1
Outcomes
1Classification accuracy
upin silico1Very low certainty
1 study
Classification accuracy
upin silico1Very low certainty
Regime-aware calibration model improves classification accuracy in silico (by 3.5 to 9.0 percentage points).
In silicoamong split-threshold panels in external validation
Equation Disagreement as a Zero-Cost Uncertainty Signal for LDL-C Classification: An Interpretable Regime-Aware Calibration Model Rescues Misclassification at Treatment Thresholds · The journal of applied laboratory medicine · 26 Sep 2026
Latest
1The Journal of Applied Laboratory MedicineIn silico