Evidence map›Paper›PMID 40529251›Full record

ArticleJournal of graduate medical education2025

The Use of Artificial Intelligence in Residency Application Evaluation-A Scoping Review.

Maxwell D Sumner, T Clark Howell, Alexandria L Soto, Samantha Kaplan, Elisabeth T Tracy, Aimee K Zaas, John Migaly, Allan D Kirk, Kevin Shah

Abstract readScoping Review
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of graduate medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Caution Advised When Using Artificial Intelligence Chatbots to Review Psychiatry Residency Applications.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026
    Article
  3. Strengths and Potential Pitfalls of the Use of Artificial Intelligence in Psychiatric Education and Practice.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026
    Article
  4. Article
  5. Article
  6. Article
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

9 authors.

Maxwell D Sumneris an MD/MBA Candidate, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0002-3590-5112
T Clark Howellis a PGY-5 General Surgery Resident, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0002-7916-1952
Alexandria L Sotois an MD Candidate, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0003-1742-5251
Samantha Kaplanis a Research and Education Liaison Librarian, Duke Medical Center Library, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0001-5340-1754
Elisabeth T Tracyis an Assistant Professor of Surgery and Outgoing Program Director, General Surgery Residency Program, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0003-3459-2772
Aimee K Zaasis a Professor of Medicine and Program Director, Internal Medicine Residency Program, Department of Internal Medicine, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0003-2718-915X
John Migalyis an Associate Professor of Surgery and Vice Chair of Education, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA.
Allan D Kirkis the David C. Sabiston, Jr. Distinguished Professor of Surgery and Chair, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0003-2004-5962
Kevin Shahis an Assistant Professor of Surgery and Program Director, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0002-8466-4001

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceInternship and ResidencyHumans

Identifiers

PMID40529251
PMCPMC12169010

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.