Evidence map›Paper›PMID 41682999›Full record

ArticleFoods (Basel, Switzerland)2026

Non-Destructive Geographical Traceability and Quality Control of

Anqi Liu, Zibo Meng, Jiayi Ma, Jinfeng Liu, Haonan Wang, Yingbo Li, Yu Yang, Na Liu, Ming Hui, Dandan Zhai and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Foods (Basel, Switzerland), 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.

Anqi LiuHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Zibo MengHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Jiayi MaHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Jinfeng LiuInstitute for Complexity Science, Henan University of Technology, Zhengzhou 450001, China.
Haonan WangInstitute for Complexity Science, Henan University of Technology, Zhengzhou 450001, China.
Yingbo LiHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Yu YangInstitute for Complexity Science, Henan University of Technology, Zhengzhou 450001, China.
Na LiuHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Ming HuiHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
Dandan ZhaiHenan Provincial Key Laboratory of Grain Resources Conservation and Utilization, School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0000-0001-7127-8446
Peng LiInstitute for Complexity Science, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0001-8437-7408

Funding

National Natural Science Foundation of China No. 62505077Open Project of Henan University of Technology Institute for Complexity Science No. CSKFJJ-2025-6
6 · The paper itself

Abstract

Licorice (

Indexed as

Glycyrrhiza uralensis Fisch.machine learningnear-infrared spectroscopyorigin traceabilityspectral preprocessing

Identifiers

PMID41682999
PMCPMC12896434

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.