Evidence map›Paper›PMID 37221382›Full record

ArticleNature medicine2023

AI-generated text may have a role in evidence-based medicine.

Yifan Peng, Justin F Rousseau, Edward H Shortliffe, Chunhua Weng

Abstract readLetter
In one paragraph

Article in Nature medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed, 1 pooled it
–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

39 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. A span-based model for extracting overlapping PICO entities from randomized controlled trial publications.Journal of the American Medical Informatics Association : JAMIA · 2024
    Trial
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

4 authors.

Yifan PengDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA. yip4002@med.cornell.edu.ORCID http://orcid.org/0000-0001-9309-8331
Justin F RousseauDepartment of Neurology, Dell Medical School, University of Texas at Austin, Austin, TX, USA. justin.rousseau@austin.utexas.edu.ORCID http://orcid.org/0000-0002-2817-9124
Edward H ShortliffeDepartment of Biomedical Informatics, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA. ted@shortliffe.net.
Chunhua WengDepartment of Biomedical Informatics, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA. cw2384@cumc.columbia.edu.ORCID http://orcid.org/0000-0002-9624-0214

Funding

ClinEX - Clinical Evidence Extraction, Representation, and AppraisalR01LM014344 · NLM · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Yong Chen, Yifan Peng · 2023 to 2026
$2.7M
Closing the loop with an automatic referral population and summarization systemR01LM014306 · NLM · WEILL MEDICAL COLL OF CORNELL UNIV · PI Yifan Peng, Justin Frederick Rousseau · 2023 to 2026
$2.7M
A framework to enhance radiology structured report by invoking NLP and DL: Models and ApplicationsR00LM013001 · NLM · WEILL MEDICAL COLL OF CORNELL UNIV · PI PENG, YIFAN · 2020 to 2022
$710k
NLM NIH HHS R00 LM013001NLM NIH HHS R01 LM014306NLM NIH HHS R01 LM014344
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceEvidence-Based MedicineMedical Writing

Identifiers

PMID37221382
PMCPMC11193148

What OpenQuestion holds

Textmetadata
LicenceTDM
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.