Evidence map›Paper›PMID 40285321›Full record

ArticleSensors (Basel, Switzerland)2025

Detection and Pattern Recognition of Chemical Warfare Agents by MOS-Based MEMS Gas Sensor Array.

Mengxue Xu, Xiaochun Hu, Hongpeng Zhang, Ting Miao, Lan Ma, Jing Liang, Yuefeng Zhu, Haiyan Zhu, Zhenxing Cheng, Xuhui Sun

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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

10 authors.

Mengxue XuInstitute of NBC Defence, Beijing 102205, China.
Xiaochun HuInstitute of NBC Defence, Beijing 102205, China.
Hongpeng ZhangInstitute of NBC Defence, Beijing 102205, China.
Ting MiaoInstitute of NBC Defence, Beijing 102205, China.
Lan MaInstitute of NBC Defence, Beijing 102205, China.
Jing LiangInstitute of NBC Defence, Beijing 102205, China.
Yuefeng ZhuInstitute of NBC Defence, Beijing 102205, China.
Haiyan ZhuInstitute of NBC Defence, Beijing 102205, China.
Zhenxing ChengInstitute of NBC Defence, Beijing 102205, China.
Xuhui SunJiangsu Key Laboratory for Carbon-Based Functional Materials & Devices, Institute of Functional Nano & Soft Materials (FUNSOM), Soochow University, 199 Ren'ai Road, Suzhou 215123, China.

Funding

National Key Research and Development Program of China No. 2022YFB3205500National Nature Science Foundation of China No. 12275190
6 · The paper itself

Abstract

Chemical warfare agents (CWAs), including hydrogen cyanide (AC), 2-[fluoro(methyl)phosphoryl]oxypropane (GB), 3-[fluoro(methyl)phosphoryl]oxy-2,2-dimethylbutane (GD), ethyl S-(2-diisopropylaminoethyl) methylphosphonothioate (VX), and di-2-chloroethyl sulfide (HD), pose a great threat to public safety; therefore, it is important to develop sensing technology for CWAs. Herein, a sensor array consisting of 24 metal oxide semiconductor (MOS)-based MEMS sensors with good gas sensing performance, a simple device structure (0.9 mm × 0.9 mm), and low power consumption (<10 mW on average) was developed. The experimental results show that there are always several sensors among the 24 sensors that show good sensing performance in relation to each CWA, such as a relatively significant response, a broad detection range (AC: 5.8-89 ppm; GB: 0.04-0.47 ppm; GD: 0.06-4.7 ppm; VX: 9.978 × 10

Indexed as

CWAsfeature extractionMEMSMOS-based sensor arraypattern recognition

Identifiers

PMID40285321
PMCPMC12030887

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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.