Evidence map›Paper›PMID 41254234›Full record

ArticleNPJ digital medicine2025

AI and innovation in clinical trials.

Aarav Badani, Fabio Ynoe de Moraes, Philipp Vollmuth, Caroline Chung, Alireza Mansouri

Abstract readLetter
In one paragraph

Article in NPJ digital medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Driving emerging technology to clinical impact.Journal of the American Dental Association (1939) · 2026
    Review
  3. AI-driven drug design: a comprehensive review.Journal of computer-aided molecular design · 2026
    Review
  4. Review
  5. Review
  6. Review
  7. Review
  8. Review
  9. Review
  10. Artificial Intelligence Across the Drug Development Lifecycle.Medical sciences (Basel, Switzerland) · 2026
    Review
  11. Article
  12. Translating evidence into practice: adapting TrialGPT for real-world clinical trial eligibility screening.Journal of the American Medical Informatics Association : JAMIA · 2026
    Article
  13. Review
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

5 authors.

Aarav BadaniDepartment of Neuroscience, University of California Berkeley, Berkeley, CA, USA.
Fabio Ynoe de MoraesDepartment of Oncology - Division of Radiation Oncology, Kingston General Hospital, Queen's University, Kingston, ON, Canada.
Philipp VollmuthDivision for Computational Radiology and Clinical AI, University Hospital Bonn, Bonn, Germany.
Caroline ChungDivision of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Alireza MansouriDepartment of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA. amansouri@pennstatehealth.psu.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41254234
PMCPMC12627430

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.