Evidence map›Paper›PMID 41832933›Full record

ArticleInfectious diseases and therapy2026

Using Real-World Data to Support Claim Expansion of the Cobas SARS-CoV-2 Test in Asymptomatic Testing: Data from the National Football League Occupational Surveillance Program.

Baiyu Yang, Erin B Wasserman, Akos Somoskovi, Daniel Jarem, Patrick Volkir, Christina Mack, Elodie Baumfeld Andre

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Article in Infectious diseases and therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Baiyu Yang *Roche Molecular Systems, 2881 Scott Blvd, Santa Clara, CA, 95050, USA.
Erin B Wasserman *IQVIA Real World Solutions, 2400 Ellis Rd, Durham, NC, 27703, USA.
Akos SomoskoviRoche Molecular Systems, 4300 Hacienda Dr, Pleasanton, CA, 94588, USA.
Daniel JaremRoche Molecular Systems, 4300 Hacienda Dr, Pleasanton, CA, 94588, USA.
Patrick VolkirRoche Molecular Systems, 4300 Hacienda Dr, Pleasanton, CA, 94588, USA.
Christina MackIQVIA Real World Solutions, 2400 Ellis Rd, Durham, NC, 27703, USA. christina.mack@iqvia.com.
Elodie Baumfeld AndreRoche Molecular Systems, 2881 Scott Blvd, Santa Clara, CA, 95050, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionClinical evidence is needed for performance of novel coronavirus disease (COVID-19) molecular tests in asymptomatic populations to support regulatory decisions. To support claim expansion of a direct molecular test, clinical use and performance of the Cobas

methodsThis study leveraged real-world data from the 2020 National Football League (NFL) COVID-19 Surveillance Program during August 1, 2020-January 3, 2021. NFL players and staff from 32 clubs had nasal samples prospectively collected on a near-daily basis. Samples underwent reverse transcription polymerase chain reaction (RT-PCR) testing by a single provider across five laboratories. The study population included individuals whose samples were tested on the candidate test. A comparator algorithm was constructed based on comparator test results and clinical adjudication within the NFL program. Results from the candidate test were compared against the comparator algorithm to calculate positive and negative percent agreements (PPA and NPA). Two-sided 95% confidence intervals (CIs) for PPA and NPA were determined (Wilson score method).

resultsA total of 1776 samples were included in the final analysis. All 11 samples with positive comparator status were positive on the candidate test (PPA 100% [95% CI 74.1, 100]). Of 1765 samples with negative comparator status, 1762 were negative on the candidate test (NPA 99.8% [95% CI 99.5, 99.9]). Results were consistent when stratified by age and sex.

conclusionsBased on data collected during this occupational testing protocol, our study provides strong evidence supporting real-world performance of this test in an asymptomatic population. These findings, complemented by data from an existing clinical study, provided the totality-of-evidence that supported the US Food and Drug Administration clearance for the expanded claim of the candidate test for the qualitative detection of SARS-CoV-2 in the asymptomatic population.

Indexed as

Asymptomatic populationClaim expansionClinical performanceDiagnostic assayNegative percent agreementOccupational testingPositive percent agreementReal-world dataSARS-CoV-2

Identifiers

PMID41832933
PMCPMC13043956

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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.