Evidence map›Paper›PMID 39981102›Full record

ArticleFrontiers in digital health2025

The data scientist as a mainstay of the tumor board: global implications and opportunities for the global south.

Myles Joshua Toledo Tan, Daniel Andrew Lichlyter, Nicholle Mae Amor Tan Maravilla, Weston John Schrock, Frederic Ivan Leong Ting, Joanna Marie Choa-Go, Kishi Kobe Francisco, Mickael Cavanaugh Byers, Hezerul Abdul Karim, Nouar AlDahoul

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In one paragraph

Article in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

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

  1. Pooled it
  2. Article
  3. Review
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Myles Joshua Toledo TanDepartment of Electrical and Computer Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, FL, United States.
Daniel Andrew Lichlyter *College of Medicine, University of Florida, Gainesville, FL, United States.
Nicholle Mae Amor Tan Maravilla *Yo-Vivo Corporation, Bacolod, Philippines.
Weston John SchrockCollege of Pharmacy, University of Florida, Gainesville, FL, United States.
Frederic Ivan Leong TingDepartment of Clinical Sciences, College of Medicine, University of St. La Salle, Bacolod, Philippines.
Joanna Marie Choa-GoDepartment of Clinical Sciences, College of Medicine, University of St. La Salle, Bacolod, Philippines.
Kishi Kobe FranciscoBiology Program, College of Arts and Sciences, University of St. La Salle, Bacolod, Philippines.
Mickael Cavanaugh ByersDepartment of Civil and Coastal Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, FL, United States.
Hezerul Abdul KarimFaculty of Engineering, Multimedia University, Persiaran Multimedia, Cyberjaya, Malaysia.
Nouar AlDahoulDepartment of Computer Science, Division of Science, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cancer caredata scienceglobal southlow- and middle-income countriesmedical artificial intelligencepersonalized medicinetransdisciplinaritytumor board

Identifiers

PMID39981102
PMCPMC11839724

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.