Evaluating the Added Predictive Ability of a New Marker¶
Pencina, M. J., D' Agostino, R. B., D' Agostino, R. B., & Vasan, R. S. (2008). Evaluating the Added Predictive Ability of a New Marker: From Area Under the ROC Curve to Reclassification and Beyond. Statistics in Medicine, 27(2), 157-172.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Feature Engineering
- The clinical biomarker pipeline (candidate, validate, control for confounding, characterize the noise floor, set a decision threshold) transfers to public-policy indicator design, and indicators built without an analogous pipeline routinely fail.
This sourceExemplifies the biomarker validation pipeline (candidate, validate, characterize added value) whose discipline transfers to indicator design, supporting the clinical-to-policy pipeline transfer.
Supported in partVerified against the publisher's abstract
The abstract backs only the idea that a marker's statistical association is not enough and added predictive value must be assessed; it says nothing about policy indicators, confounding, noise floors or decision thresholds.
“Demonstration of a statistically significant association of a new biomarker with cardiovascular risk is not enough.”
- The clinical biomarker pipeline (candidate, validate, control for confounding, characterize the noise floor, set a decision threshold) transfers to public-policy indicator design, and indicators built without an analogous pipeline routinely fail.
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Read against the text for 1 of 1 citation: 1 supported in part. Each verdict is shown under its citation below, with what in the work backs the sentence.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:f4db5f014b9d · see in the full table