Evidence map›Paper›PMID 42449373›Full record

ArticleBMC medical education2026

Development and validity evidence of a knowledge assessment in genomics sequencing report interpretation for non-geneticist medical trainees.

Stacy A Johnson, Whitney S Thompson, Robert A Vierkant, Stephanie Brown, Filippo Pinto E Vairo, Stephanie C Mavis

Abstract read
In one paragraph

Article in BMC medical education, 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
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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

6 authors.

Stacy A JohnsonCenter for Individualized Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55902, USA. johnson.stacy3@mayo.edu.
Whitney S ThompsonCenter for Individualized Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55902, USA.
Robert A VierkantDepartment of Qualitative Health Services, Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN, USA.
Stephanie BrownDepartment of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.
Filippo Pinto E VairoCenter for Individualized Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55902, USA.
Stephanie C MavisMayo Clinic Children's, Mayo Clinic, Rochester, MN, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinicians are increasingly expected to interpret genomic sequencing reports, yet tools to assess the proficiency of non-geneticist medical trainees in this important skill are lacking. This study aimed to develop a multiple-choice test to evaluate non-geneticist trainees' knowledge and skill in interpreting genomic reports and to systematically gather sufficient validity evidence supporting its use. An iterative, expert-informed yet practical approach was employed to design and refine the assessment, with validity evidence analyzed according to Messick's framework. The final 27-item test demonstrated excellent internal consistency (Cronbach's alpha = 0.9), and significant differences were seen between participant groups, with test scores correlating with participants' level of expertise. These findings support the utility of this assessment as a robust, low-stakes measure of genomic sequencing report interpretation skills among non-geneticist medical trainees.

Indexed as

Clinical CompetenceEducational MeasurementGenomicsHumansReproducibility of ResultsGenomic educationGenomic report interpretationMedical educationPediatric trainees

Identifiers

PMID42449373
PMCPMC13651121

What OpenQuestion holds

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Registered trials

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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.