← Clinical Evidence

AUD-PD-B02

Evidence source and scope

PD-B02 · internal validation precision

Classification and audit outcome: internal validation precision; supported with reporting ambiguity.

Finding

Gervasoni’s Methods describes leave-one-out cross-validation, but Results do not identify separate apparent and cross-validated performance.

Current amendment or qualification

Replace “apparent” with “reported”; explain that leave-one-out cross-validation was described, while separation of estimates and nesting of PCA/selection were unspecified.

Integration note: Use reported performance, with LOOCV described. Do not certify that all PCA/selection steps were nested.

Remaining limitation: Use reported performance, with LOOCV described. Do not certify that all PCA/selection steps were nested.

Evidence and provenance

Affected reports

Original audit locator(s): balance1:P0116; balance1:P0146

Audit corrections describe the report only where that classification is explicit. A disagreement within a study, missing protocol, statistical query, access upgrade or optional addition is not silently converted into a report error or a new clinical threshold.

Audit register · Unresolved evidence queue

Linked knowledge pages

Located in this vault

Mapping status: exact. An exact location match is not an additional empirical verification.