WORK IN PROGRESS · WW-087 · Public preprint, in review
Paired-sham checks for outcome-informed feature protection
This note covers only what can be verified now. More detail can follow when the condition below is met.
Question
Can a paired sham distinguish genuine predictive structure from leakage created by outcome-informed feature handling?
Work completed so far
I designed repeated cross-validation and paired-sham checks, released a preprint and validator, and prepared the submission package.
Current state
A preprint is public and the manuscript is in review. Held-back results are not added to this page.
Next disclosure condition
A live version of record and active DOI for the evaluated manuscript.
Unpublished numbers and conclusions, review correspondence, and manuscript identifiers remain private until a public result exists. Ledger last checked: 3 September 2026.