Evidence map›Paper›PMID 41162684›Full record

ArticleCommunications medicine2025

Systematic data capture reduces the need for source data verification: exploratory analysis from a phase 2 multicenter randomized controlled platform trial.

Ali B Abbasi, Kathleen D Liu, Derek W Russell, D Clark Files, Karl W Thomas, Fady Youssef, Sheetal Gandotra, Andrea Discacciati, Noha Lim, Adam L Asare and 4 more

Erratum issued Registry-linked trialAbstract read
In one paragraph

Article in Communications medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04488081 (I-SPY COVID TRIAL), which is not on this 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.

NCT04488081 phase2active not recruitingnot on this map

I-SPY COVID TRIAL: An Adaptive Platform Trial to Reduce Mortality and Ventilator Requirements for Critically Ill Patients

TypeinterventionalSponsorQuantumLeap Healthcare CollaborativeRan2020 to 2030Enrolled1,500ConditionsCOVID-19ArmsRemdesivir, Imatinib Mesylate, Dexamethasone, Cenicriviroc, Icatibant
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

5 · Who and what money

Authors and funding

14 authors.

Ali B AbbasiUniversity of California San Francisco, San Francisco, CA, USA.
Kathleen D LiuUniversity of California San Francisco, San Francisco, CA, USA.
Derek W RussellUniversity of Alabama at Birmingham, Birmingham, AL, USA.ORCID http://orcid.org/0000-0002-2716-1344
D Clark FilesWake Forest University School of Medicine, Winston-Salem, NC, USA.
Karl W ThomasWake Forest University School of Medicine, Winston-Salem, NC, USA.
Fady YoussefMemorialCare Long Beach Medical Center, Long Beach, CA, USA.
Sheetal GandotraUniversity of Alabama at Birmingham, Birmingham, AL, USA.ORCID http://orcid.org/0000-0002-5475-9704
Andrea DiscacciatiKarolinska Instituet, Stockholm, Sweden.
Noha LimQuantum Leap Healthcare Collaborative, San Francisco, CA, USA.
Adam L AsareUniversity of California San Francisco, San Francisco, CA, USA.
Martin EklundKarolinska Instituet, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-5032-5266
Michael MatthayUniversity of California San Francisco, San Francisco, CA, USA.ORCID http://orcid.org/0000-0003-3039-8155
Laura J EssermanUniversity of California San Francisco, San Francisco, CA, USA. laura.esserman@ucsf.edu.ORCID http://orcid.org/0000-0001-9202-4568
I-SPY COVID Investigators

Funding

Technology CoreU19AI135964 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI RICHARD G WUNDERINK · 2018 to 2026
$24.7M
The Cell Phenotyping and Mouse CoreP01HL154998 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KAREN M RIDGE · 2021 to 2026
$18.9M
Mechanisms of regulatory T cell-mediated recovery from severe viral pneumoniaR01HL149883 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Benjamin David Singer · 2020 to 2026
$4.1M
Surgical Oncology Training GrantT32CA251070 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ESSERMAN, LAURA J · 2020 to 2024
$1.5M
Activated Neutrophilic Exosome as Biomarker and Therapeutic Target in COPDK08HL148514 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI RUSSELL, DEREK · 2020 to 2024
$824k
Epigenetic modifiers of regulatory T cell function following viral pneumoniaR01HL153122 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SINGER, BENJAMIN DAVID · 2021 to 2021
$63k
NCI NIH HHS T32 CA251070NHLBI NIH HHS K08 HL148514NHLBI NIH HHS P01 HL154998NHLBI NIH HHS R01 HL149883NHLBI NIH HHS R01 HL153122NIAID NIH HHS U19 AI135964
6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic gave rise to clinical trials focused on systematic, accurate primary data capture, and reduced reliance on source data verification (SDV). Here, we report on a natural experiment that allowed us to assess the quality, cost, and impact of this approach compared to traditional SDV.

methodsThe I-SPY COVID trial (NCT04488081) was a multicenter, open-label, platform trial that employed a streamlined daily checklist, daily capture of labs and medications, and centralized monitoring to ensure accurate data collection in lieu of SDV. The trial enrolled 1,111 patients in 11 drug arms with severe COVID-19. After the trial arms were closed, extensive retrospective SDV was performed on 333 (30.0%) patients, including 10,101 of 44,486 (23%) electronic case report forms (eCRFs), allowing us to evaluate the impact of our strategy on data integrity, outcomes, and costs.

resultsWe find that retrospective SDV results in changes to 0.36% (1,234 / 340,532) of data fields. It results in no changes to the type of outcome recorded (death, recovery, or censored), but changes in the day of recovery in 9 instances, by a median of 2 days (range 1-7). Two additional AEs are added during SDV that had not previously been captured. Costs associated with retrospective SDV of 23% eCRFs are 61,073 person-hours at a cost of $6.1 M.

conclusionsExtensive SDV does not change any results or conclusions of the I-SPY COVID trial, which was designed with a systematic strategy for data capture, monitoring, and safety. This strategy could improve the efficiency of clinical trials and eliminate the need for manual SDV.

Identifiers

PMID41162684
PMCPMC12572212

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Registered trials

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.