Evidence map›Paper›PMID 39905271›Full record

ArticleNature medicine2025

Safe AI-enabled digital health technologies need built-in open feedback.

Rebecca Mathias, Baptiste Vasey, Anastasia Chalkidou, Lars Riedemann, Tom Melvin, Stephen Gilbert

Abstract read
PubMed Publisher
In one paragraph

Article in Nature medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Trial
  2. Article
  3. A life-cycle approach to digital health technology assessment.International journal of technology assessment in health care · 2026
    Review
  4. Article
  5. Article
  6. Review
  7. Article
  8. 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

6 authors.

Rebecca MathiasElse Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany.ORCID http://orcid.org/0000-0002-3906-2415
Baptiste VaseyNuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-0017-8891
Anastasia ChalkidouNational Institute for Health and Care Excellence (NICE), London, UK.
Lars RiedemannDepartment of Neurology, Heidelberg University Hospital, Heidelberg, Germany.ORCID http://orcid.org/0009-0005-4729-926X
Tom MelvinSchool of Medicine, Trinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0001-6370-4177
Stephen GilbertElse Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany. stephen.gilbert@tu-dresden.de.ORCID http://orcid.org/0000-0002-1997-1689

Funding

EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101137347
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

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.