Evidence map›Paper›PMID 40218934›Full record

ArticleNutrients2025

Bridging Gaps in Cancer Care: Utilizing Large Language Models for Accessible Dietary Recommendations.

Julia A Logan, Sriya Sadhu, Cameo Hazlewood, Melissa Denton, Sara E Burke, Christina A Simone-Soule, Caroline Black, Corey Ciaverelli, Jacqueline Stulb, Hamidreza Nourzadeh and 5 more

Abstract read
In one paragraph

Article in Nutrients, 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. Review
  3. Article
  4. Article
  5. Review
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

15 authors.

Julia A LoganDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.ORCID 0009-0005-9378-7686
Sriya SadhuDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Cameo HazlewoodDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Melissa DentonSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University Hospitals, Philadelphia, PA 19107, USA.
Sara E BurkeDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.ORCID 0009-0001-5153-1798
Christina A Simone-SouleDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Caroline BlackSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University Hospitals, Philadelphia, PA 19107, USA.
Corey CiaverelliSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University Hospitals, Philadelphia, PA 19107, USA.
Jacqueline StulbSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University Hospitals, Philadelphia, PA 19107, USA.
Hamidreza NourzadehDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Yevgeniy VinogradskiyDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Amy LeaderDepartment of Medical Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Adam P DickerDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Wookjin ChoiDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.ORCID 0000-0001-8038-5876
Nicole L SimoneDepartment of Radiation Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.ORCID 0000-0002-7662-7470

Funding

Resource Sharing CoreU54CA273956 · NCI · UNIVERSITY OF MARYLAND BALTIMORE · PI Luigi Marchionni · 2022 to 2026
$8.9M
Diet Modification to Augment Radiation for Breast Cancer Brain MetastasesR01CA227479 · NCI · THOMAS JEFFERSON UNIVERSITY · PI SIMONE, NICOLE L · 2018 to 2022
$2.0M
NCI NIH HHS R01 CA227479NCI NIH HHS U54 CA273956
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Breast NeoplasmsDietCounselingFemaleHumansLarge Language ModelsNutritionistsNutrition PolicyUnited Statesartificial intelligencebreast cancercancerdietweight management

Identifiers

PMID40218934
PMCPMC11990115

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.