Evidence map›Paper›PMID 42726558›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Pre-Reduction-Activated Carbon-Based Zinc Vanadate Nanosheet Composite with Zn-O-V Performance Synergy for Machine Learning-Enabled Multiplex Pesticide Detection.

Lihua Zhong, Bingrui Zou, Xin Li, Shuiju Guo, Haijun Guan, Chou Mo, Qianfeng Wang, Yuchao Wang, Hongyu Wang, Xin Kou and 2 more

Abstract read
In one paragraph

Article in Nanomaterials (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

12 authors.

Lihua ZhongCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Bingrui ZouCollege of Water Conservancy and Hydropower Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Xin LiCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Shuiju GuoParty School of CPC Wuwei Municipal Committee (Wuwei Administrative College), Wuwei 733000, China.
Haijun GuanCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Chou MoCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Qianfeng WangCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Yuchao WangCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.
Hongyu WangCollege of Mechanical Engineering, Qinghai University, Xining 810016, China.
Xin KouCollege of Resources, Sichuan Agricultural University, Chengdu 610000, China.
Yongpeng ZhaoCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.ORCID 0000-0001-8155-3093
Hui HuangCollege of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an 625000, China.ORCID 0000-0002-4825-9922

Funding

National Natural Science Foundation of China 52402293National Undergraduate Training Program on Innovation and Entrepreneurship 202510626006National Undergraduate Training Program on Innovation and Entrepreneurship 202610626008Natural Science Foundation of Sichuan Province 2023NSFSC0435Natural Science Foundation of Sichuan Province 2024NSFSC0969Natural Science Foundation of Sichuan Province 2026NSFSC0358
6 · The paper itself

Abstract

The simultaneous and accurate detection of multiple pesticide residues remains a critical challenge in electrochemical sensing. Herein, a strategy is proposed for the in situ growth of interconnected Zn

Indexed as

differential pulse voltammetryelectrochemical sensingmachine learningpesticideszinc vanadate

Identifiers

PMID42726558
PMCPMC13567297

What Socratic holds

Textmetadata
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.