AWhat changed
Trains shared features with prediction, selection and auxiliary-prediction heads, minimizing selective loss plus a coverage penalty to specialize to a chosen accepted region.
Scientific scope
Trains shared features with prediction, selection and auxiliary-prediction heads, minimizing selective loss plus a coverage penalty to specialize to a chosen accepted region. Coverage penalty is not an exact population coverage/risk constraint; source discusses held-out threshold calibration and measured violations. General image/regression architecture only; no clinical application result or universal safe-rejection guarantee.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Coverage penalty is not an exact population coverage/risk constraint; source discusses held-out threshold calibration and measured violations. General image/regression architecture only; no clinical application result or universal safe-rejection guarantee.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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