Evidence map›Paper›PMID 40369283›Full record

ArticleNPJ digital medicine2025

Aligning AI principles and healthcare delivery organization best practices to navigate the shifting regulatory landscape.

Alifia Hasan, Noah Prizant, Jee Young Kim, Shreya Rao, David Vidal, Keo Shaw, Danny Tobey, Alexandra Valladares, Shira Zilberstein, Manesh Patel and 3 more

Abstract read
PubMed Full text at PMC Publisher
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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

13 authors.

Alifia Hasan *Duke Institute for Health Innovation, Durham, NC, USA. alifia.hasan@duke.edu.ORCID http://orcid.org/0009-0000-1361-3744
Noah Prizant *Duke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0009-0006-8629-0978
Jee Young KimDuke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0000-0003-4850-9757
Shreya RaoDuke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0009-0008-9823-7263
David VidalMayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0009-0009-6268-8481
Keo ShawDLA Piper, Raleigh, NC, USA.
Danny TobeyDLA Piper, Raleigh, NC, USA.
Alexandra ValladaresCommunity Representative, Durham, NC, USA.
Shira ZilbersteinDuke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0000-0001-7564-727X
Manesh PatelDuke University School of Medicine, Durham, NC, USA.
Suresh BaluDuke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0000-0003-4929-9130
Mark SendakDuke Institute for Health Innovation, Durham, NC, USA.ORCID http://orcid.org/0000-0001-5828-4497
Mark LifsonMayo Clinic, Rochester, MN, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40369283
PMCPMC12078472

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.