Evidence map›Paper›PMID 41912411›Full record

ArticleJournal of the National Cancer Institute2026

Measuring and defining screening benefit in a new era of cancer early detection.

Ruth Etzioni, Kemal Gogebakan, Roman Gulati, Lukas Owens, Jane Lange, Larry Kessler, Robert Smith, Deborah Schrag, Hilary A Robbins

Abstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Ruth EtzioniFred Hutchinson Cancer Center, Seattle, WA, USA.
Kemal GogebakanFred Hutchinson Cancer Center, Seattle, WA, USA.
Roman GulatiFred Hutchinson Cancer Center, Seattle, WA, USA.
Lukas OwensFred Hutchinson Cancer Center, Seattle, WA, USA.
Jane LangeOregon Health Sciences University, Portland, OR, USA.
Larry KesslerUniversity of Washington, Seattle, WA, USA.
Robert SmithAmerican Cancer Society, Atlanta, GA, USA.
Deborah SchragMemorial Sloan Kettering Cancer Center, New York, NY, USA.
Hilary A RobbinsInternational Agency for Research on Cancer, Lyons, France.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
The Early Detection Research Network: Data Management and Coordinating CenterU24CA086368 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI RUTH D ETZIONI, Ziding Feng · 2010 to 2026
$75.7M
Modeling and analytics for cancer diagnostics: traversing the data-evidence divideR35CA274442 · NCI · FRED HUTCHINSON CANCER CENTER · PI RUTH D ETZIONI · 2022 to 2026
$4.9M
Statistical modeling to support population and translational cancer researchR50CA221836 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Roman Gulati · 2017 to 2026
$2.0M
NCI NIH HHS P30 CA008748NCI NIH HHS R35 CA274442NCI NIH HHS R50 CA221836NCI NIH HHS U24 CA086368
6 · The paper itself

Abstract

We are at a watershed moment in the history of early cancer detection in which many novel tests are poised to become available for population screening. An ongoing debate concerns how to properly evaluate these tests and specifically whether a shorter-term, incidence-based outcome might substitute for cancer mortality as an endpoint in randomized trials of screening test efficacy. An incidence-based endpoint promises to reduce time and resources, but there is no framework for how studies using this endpoint should report results and how they should be interpreted in terms of clinical utility. We consider whether publication of incidence-based results ahead of any mortality results could result in adoption of new screening tests ahead of reliable mortality results becoming available. We argue that guardrails are needed for this scenario, including standards for conduct and reporting of trials with incidence-based endpoints to assure valid interpretation of clinical utility. For example, information regarding the type and timing of tests used for diagnostic workup in screen and control groups will be needed. Clinicians and policy makers will need to determine acceptable measurements and magnitudes of this modified measure of test efficacy. The roles of incidence-based and mortality-based endpoints in determining practice standards will need to be defined, along with specifications for permissible adjunct evidence, such as modeling studies and real-world data. As screening trials for new multi-cancer tests will soon begin to report incidence-based results, resolution of these questions is a matter of urgency.

Identifiers

PMID41912411
PMCPMC13390559

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.