Evidence map›Paper›PMID 41038218›Full record

ArticleJournal of radiological protection : official journal of the Society for Radiological Protection2025

Reconstructing strontium-90 intake in beagles using neural networks: a data-driven assessment of historical inhalation records.

David Carpio Gonzalez, Alexander D Glasco, Gayle E Woloschak, Shaheen Azim Dewji

Abstract read
In one paragraph

Article in Journal of radiological protection : official journal of the Society for Radiological Protection, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

David Carpio GonzalezNuclear and Radiological Engineering and Medical Physics Programs, George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America.ORCID 0000-0003-2998-9919
Alexander D GlascoDepartment of Radiation Oncology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0001-5884-5776
Gayle E WoloschakDepartment of Radiation Oncology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.ORCID 0000-0001-9209-8954
Shaheen Azim DewjiNuclear and Radiological Engineering and Medical Physics Programs, George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America.ORCID 0000-0002-3699-5877

Funding

Project 4: Post-Exposure Biomarkers and Remediation of Radionuclide ContaminantsP01AI165380 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GAYLE E. WOLOSCHAK · 2022 to 2026
$12.9M
Department of Defense W81XWH-21-1-0984NIAID NIH HHS P01 AI165380
6 · The paper itself

Abstract

Dose estimation in response to internal radionuclide exposures requires reconstruction of the initial intake activity, which is frequently unknown due to the absence of

Indexed as

Neural Networks, ComputerStrontium RadioisotopesAnimalsDogsFemaleMaleStrontium Radioisotopesartificial intelligencebeagle dogsbioassaydose reconstructioninternal dosimetryITRImachine learning

Identifiers

PMID41038218
PMCPMC12590125

What OpenQuestion holds

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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.