Evidence map›Paper›PMID 40201659›Full record

ArticleJournal of clinical and translational science2025

Data science and artificial intelligence in biology, health, and healthcare.

Peter L Elkin, Christopher Lindsell, Julio Facelli, Manisha Desai, Chunhua Weng, Heidi Spratt, Shari Messinger, Lemuel Russell Waitman, JaMor Hairston, Ruth O'Hara and 1 more

Abstract readEditorial
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical and translational science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Peter L ElkinDepartment of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.ORCID https://orcid.org/0000-0001-9616-6811
Christopher LindsellDuke University, Durham, NC, USA.ORCID https://orcid.org/0000-0002-3297-2811
Julio FacelliDepartment of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0003-1449-477X
Manisha DesaiStanford University School of Medicine, Stanford, CA, USA.ORCID https://orcid.org/0000-0002-6949-2651
Chunhua WengDepartment of Biomedical Informatics, Columbia University, New York, NY, USA.
Heidi SprattDepartment of Biostatistics and Data Science, University of Texas Medical Branch, Galveston, TX, USA.ORCID https://orcid.org/0000-0002-9420-5028
Shari MessingerDepartment of Public Health Sciences, Division of Biostatistics and Bioinformatics, University of Miami, Coral Gables, FL, USA.
Lemuel Russell WaitmanDepartment of Biomedical Informatics, Biostatistics and Medical Epidemiology, Missouri University School of Medicine, Cincinnati, OH, USA.
JaMor HairstonDepartment of Biomedical Informatics, Emory University School of Medicine, Birmingham, AL, USA.
Ruth O'HaraStanford University School of Medicine, Stanford, CA, USA.
Jareen Meinzen-DerrDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.ORCID https://orcid.org/0000-0001-7765-6006

Funding

CTSA UM1 Program at University of UtahUM1TR004409 · NCATS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI RACHEL HESS, Jennifer Juhl Majersik · 2023 to 2026
$21.9M
Miami Clinical and Translational Science InstituteUM1TR004556 · NCATS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Olveen Carrasquillo, ERIN N KOBETZ · 2023 to 2026
$16.0M
NCATS NIH HHS UM1 TR004409NCATS NIH HHS UM1 TR004556
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomedical informaticsbiostatisticsData scienceresearchtraining

Identifiers

PMID40201659
PMCPMC11975766

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.