Evidence map›Paper›PMID 36599913›Full record

ArticleNPJ digital medicine2023

Bending the patient safety curve: how much can AI help?

David C Classen, Christopher Longhurst, Eric J Thomas

Abstract read
In one paragraph

Article in NPJ digital medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

  1. Article
  2. Revealing the hidden harms in end-of-life care: a mixed-methods characterisation of reported safety incidents involving injectable symptom control medication.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026
    Article
  3. Observer: creation of a novel multimodal dataset for outpatient care research.Journal of the American Medical Informatics Association : JAMIA · 2026
    Article
  4. Safety and accuracy of AI in triaging patients in the emergency department.International journal of emergency medicine · 2025
    Article
  5. Observer: Creation of a Novel Multimodal Dataset for Outpatient Care Research.medRxiv : the preprint server for health sciences · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. From Data to Decision: Design and Evaluation of a Patient Safety Dashboard.Medical journal of the Islamic Republic of Iran · 2025
    Article
  12. Review
  13. Review
  14. Article
  15. Article
  16. Article
  17. 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

3 authors.

David C ClassenUniversity of Utah School of Medicine, Division of Clinical Epidemiology, Salt Lake City, UT, USA. dcclassen@hotmail.com.ORCID http://orcid.org/0000-0001-7573-4875
Christopher LonghurstUC San Diego Health, Departments of Medicine and Pediatrics, San Diego, CA, USA.ORCID http://orcid.org/0000-0003-4908-6856
Eric J ThomasMcGovern Medical School at the University of Texas Health Science Center Houston, and the UT Houston-Memorial Hermann Center for Healthcare Quality and Safety, Houston, USA.

Funding

Robert Wood Johnson Foundation (RWJF) 77136
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID36599913
PMCPMC9811862

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.