Evidence map›Paper›PMID 40307887›Full record

ArticleMilitary Medical Research2025

Unresolved questions in the application of artificial intelligence virtual cells for cancer research.

Carlos M Ardila, Pradeep K Yadalam

Abstract readLetterComment
In one paragraph

Article in Military Medical Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trend of Myopia Incidence Among Adolescents (2018-2025) in Senior High School: An 8-Year Retrospective Study in Multi-Regions of China, With Projections to 2030.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026
    Article
  3. Review
  4. Virtual cell: Current perspectives and future prospects.The Journal of international medical research · 2026
    Review
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Carlos M ArdilaDepartment of Basic Sciences, Biomedical Stomatology Research Group, Faculty of Dentistry, Universidad de Antioquia, U de A, 050010, Medellín, Colombia. martin.ardila@udea.edu.co.ORCID http://orcid.org/0000-0002-3663-1416
Pradeep K YadalamDepartment of Basic Sciences, Saveetha Dental College, SIMATS, Saveetha University, Chennai, Tamil Nadu, 600077, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial intelligence (AI)CancerCellsOncology

Identifiers

PMID40307887
PMCPMC12044954

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.