Evidence map›Paper›PMID 41978531›Full record

ArticleMedical care research and review : MCRR2026

Estimating True Patient Cost-Sharing Burden: Multi-Payer Claim Reconciliation in an All-Payer Claims Database.

Rick DeVoss, Cathy J Bradley, Richard C Lindrooth, Lindsay Sabik, Marcelo Perraillon

Abstract read
In one paragraph

Article in Medical care research and review : MCRR, 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

5 authors.

Rick DeVossUniversity of Colorado-Anschutz, Aurora, USA.ORCID 0000-0002-8062-9647
Cathy J BradleyUniversity of Colorado-Anschutz, Aurora, USA.ORCID 0000-0001-9429-6567
Richard C LindroothUniversity of Colorado-Anschutz, Aurora, USA.ORCID 0000-0001-9538-9749
Lindsay SabikUniversity of Pittsburgh School of Public Health, PA, USA.ORCID 0000-0002-0613-4929
Marcelo PerraillonUniversity of Colorado-Anschutz, Aurora, USA.ORCID 0000-0003-3355-3720

Funding

University of Colorado Cancer Center Support Grant - Lung Cancer Patient-Derived Xenografts with Autologous Human Immune SystemsP30CA046934 · NCI · UNIVERSITY OF COLORADO DENVER · PI James V Degregori · 1988 to 2026
$117.0M
Health Insurance and Disparities: More than AccessR01CA288259 · NCI · UNIVERSITY OF COLORADO DENVER · PI Cathy J Bradley, Marcelo Coca Perraillon · 2025 to 2026
$885k
NCI NIH HHS P30 CA046934NCI NIH HHS R01 CA288259
6 · The paper itself

Abstract

All-payer claims databases (APCDs) comprise claims from multiple payers that can be traced to a single patient. To correctly estimate cost-sharing for an individual patient, we developed an algorithm to reconcile payments from secondary and tertiary payers to claims that are not fully covered by primary insurance. In a Colorado APCD cancer cohort (

Indexed as

Cost SharingInsurance Claim ReviewInsurance, HealthAgedAlgorithmsColoradoDatabases, FactualFemaleHealth ExpendituresHumansMaleMedicaidMedicareUnited Statesall-payer claimscost-sharingmultiple payersout-of-pocket (OOP)reconciliation

Identifiers

PMID41978531
PMCPMC13383803

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.