Evidence map›Paper›PMID 40698260›Full record

ArticleCureus2025

Teaching the Communication of Diagnostic Uncertainty at Scale: Leveraging a Mobile App for Just-in-Time Instruction.

Dimitrios Papanagnou, Abagayle Bierowski, Casey Morrone, Ridhima Ghei, Kristin L Rising, Danielle M McCarthy, Kyle T Formella, John A Vozenilek, Shruti Chandra, Nethra Ankam

Abstract readEditorial
In one paragraph

Article in Cureus, 2025. 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

10 authors.

Dimitrios PapanagnouEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Abagayle BierowskiEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Casey MorroneEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Ridhima GheiEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Kristin L RisingEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Danielle M McCarthyEmergency Medicine, Northwestern University Feinberg School of Medicine, Chicago, USA.
Kyle T FormellaJump Simulation, OSF HealthCare, Peoria, USA.
John A VozenilekJump Simulation, OSF HealthCare, Peoria, USA.
Shruti ChandraEmergency Medicine, Thomas Jefferson University, Philadelphia, USA.
Nethra AnkamRehabilitation Medicine, Thomas Jefferson University, Philadelphia, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diagnostic uncertainty is a reality of clinical care, particularly in emergency medicine. The ability to communicate this uncertainty to patients and families, however, remains underdeveloped in medical education curricula. Traditional simulation training is regarded as the gold standard for teaching difficult conversations, but resource constraints can limit access, especially for larger cohorts of learners. Faced with this challenge, we turned to a tool our team developed: the Uncertainty Communication mobile application (app). With over 200 medical students entering their fourth year of training, we used this app to deliver real-time, large-scale, skill-based learning, without simulation rooms, standardized patients, or small-group role-play. Students practiced communicating diagnostic uncertainty to patients, received immediate feedback, and reflected on patient-centered communication strategies. Their responses were generally positive. While not a formal study or intended to replace the role of traditional simulation training, our experience reaffirms how the intentional integration of mobile tools into medical training can introduce complex skills, like communicating diagnostic uncertainty, into scalable and practical learning solutions. As we train the next generation of physicians, such tools may offer educators some degree of flexibility when training large cohorts of students.

Indexed as

communication trainingdiagnostic uncertaintyemergency medicinemedical simulationundergraduate medical education

Identifiers

PMID40698260
PMCPMC12283129

What OpenQuestion holds

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LicenceCC BY
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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.