Evidence map›Paper›PMID 39384936›Full record

ArticleNature reviews. Gastroenterology & hepatology2024

Digital twins are integral to personalizing medicine and improving public health.

Brian Johnson, Kit Curtius

Abstract read
In one paragraph

Article in Nature reviews. Gastroenterology & hepatology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. A Fully Self-Powered Digital Wearable System for the Auxiliary Treatment of Plantar Fasciitis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. 75 Years of Mathematical Oncology.bioRxiv : the preprint server for biology · 2026
    Article
  3. Review
  4. 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

2 authors.

Brian JohnsonDivision of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA, USA.
Kit CurtiusDivision of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA, USA. kcurtius@health.ucsd.edu.

Funding

VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DIANE M SIMEONE · 1985 to 2026
$124.9M
San Diego Biomedical Informatics Education & Research (SABER)T15LM011271 · NLM · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SHAMIM NEMATI · 2012 to 2026
$9.7M
Multiscale modeling of spatiotemporal evolution in Barrett's esophagusR01CA270235 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Kathleen M. Curtius · 2023 to 2026
$2.3M
BLRD VA I01 BX005958NCI NIH HHS P30 CA023100NCI NIH HHS R01 CA270235NLM NIH HHS T15 LM011271
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID39384936
PMCPMC11934931

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.