Rapid Identification of

Yunta Zhang, Jian Li, Jin Sun, Tian Xia, Yonglin Hai, Jian Li, Yongcheng Yang, Conglong Xia

Abstract read

In one paragraph

Article in Molecules (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it

0cells of the map it votes in

2citing 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

2 citing papers in PubMed.

Interpretable Spectral Evidence Learning from Vis/NIR Imaging for Non-Destructive Authentication of Herbal Medicines.Molecules (Basel, Switzerland) · 2026
Article
Near-Infrared Spectroscopy and Machine Learning for Geographic-Origin Screening ofFoods (Basel, Switzerland) · 2026
Article

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

8 authors.

Yunta ZhangCollege of Pharmacy, Dali University, Dali 671000, China.

Jian LiCollege of Pharmacy, Dali University, Dali 671000, China.

Jin SunCollege of Pharmacy, Dali University, Dali 671000, China.

Tian XiaCollege of Pharmacy, Dali University, Dali 671000, China.

Yonglin HaiCollege of Pharmacy, Dali University, Dali 671000, China.

Jian LiState Key Laboratory of Bioreactor Engineering, Shanghai Key Laboratory of New Drug Design, East China University of Science and Technology, Shanghai 200237, China.ORCID 0000-0002-7521-8798

Yongcheng YangCollege of Pharmacy, Dali University, Dali 671000, China.

Conglong XiaCollege of Pharmacy, Dali University, Dali 671000, China.ORCID 0000-0002-8183-7595

Funding

Dali University Doctoral Start-up Funding KY2396121440Yunnan Characteristic Plant Extraction Laboratory Co., Ltd. YKKF2024001

6 · The paper itself

Abstract

This study developed a rapid, non-destructive method combining near-infrared (NIR) spectroscopy with chemometric techniques (OPLS-DA, ANN, and PLS) to accurately identify the geographic origin and quantify six key chemical components of

Indexed as

ApiaceaePhytochemicalsChlorogenic AcidChromatography, High Pressure LiquidLeast-Squares AnalysisRhizomeSpectroscopy, Near-InfraredUmbelliferonesChlorogenic AcidPhytochemicalsUmbelliferonesANNApiaceaeHPLC-UVNIROPLS-DAorigin identification

Identifiers

PMID40363674

DOI10.3390/molecules30091867

PMCPMC12073410

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.