Evidence map›Paper›PMID 42528607›Full record

ArticlemedRxiv : the preprint server for health sciences2026

FoodScribe: an open-source semantic framework for nutrient estimation from free-text dietary records.

Harsha Gouda, Marta Sala-Climent, Julius Agongo, Sayli P Gaikwad, Annie Nattakom, Haoqi Nina Zhao, Shipei Xing, Brigid S Boland, Tiffany Holt, Monica Guma and 1 more

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. 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

11 authors.

Harsha GoudaSkaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.ORCID 0000-0003-4511-5875
Marta Sala-ClimentDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Julius AgongoSkaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.
Sayli P GaikwadDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Annie NattakomDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Haoqi Nina ZhaoSkaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.ORCID 0000-0003-3908-630X
Shipei XingSkaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.
Brigid S BolandDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Tiffany HoltCenters for Integrative Nutrition and Integrative Research, University of California, San Diego, La Jolla, CA, USA.
Monica GumaDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Pieter C DorresteinSkaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.

Funding

Reverse Metabolomics for the Discovery of Disease Associated Microbial MoleculesR01DK136117 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI PIETER C DORRESTEIN · 2023 to 2026
$2.9M
NIDDK NIH HHS R01 DK136117
6 · The paper itself

Abstract

Efficiently summarizing dietary records at scale remains a persistent bottleneck in nutritional epidemiology. We present

Identifiers

PMID42528607
PMCPMC13409120

What Socratic 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 Socratic graph.