Evidence map›Paper›PMID 39703090›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Novel Selectivity: Target of Gas Sensing Defined by Behavior.

Lei Miao, Peng Song, Yibei Xue, Zhufeng Hou, Takuya Hasegawa, Ayahisa Okawa, Tomoyo Goto, Yeongjun Seo, Ryo Maezono, Tohru Sekino and 1 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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
  2. Nanomaterial-Based Inkjet Printing for Electrochemical Sensing.Small (Weinheim an der Bergstrasse, Germany) · 2026
    Review
  3. Article
  4. Novel Selectivity: Target of Gas Sensing Defined by Behavior.Advanced materials (Deerfield Beach, Fla.) · 2025
    Article
  5. 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

11 authors.

Lei MiaoInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.
Peng SongInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.
Yibei XueInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.
Zhufeng HouState Key Laboratory of Structural Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou, 350002, China.
Takuya HasegawaInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.
Ayahisa OkawaInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.
Tomoyo GotoSANKEN, Osaka University, Ibaraki, Osaka, 567-0047, Japan.
Yeongjun SeoSANKEN, Osaka University, Ibaraki, Osaka, 567-0047, Japan.
Ryo MaezonoSchool of Information Science, JAIST, Ishikawa, 923-1292, Japan.
Tohru SekinoSANKEN, Osaka University, Ibaraki, Osaka, 567-0047, Japan.
Shu YinInstitute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Sendai, 980-8577, Japan.ORCID https://orcid.org/0000-0002-5449-4937

Funding

Japan Society for the Promotion of Science 20H00297JST SPRING JPMJSP2114JST, the establishment of university fellowships toward the creation of science technology innovation JPMJFS2102Nippon Sheet Glass Foundation for Materials Science and EngineeringThe Crossover Alliance to Create the Future with People, Intelligence and Materials
6 · The paper itself

Abstract

Traditional selectivity of gas sensors determined by the magnitude of the response value has significant limitations. The distinctive inversion sensing behavior not only defies the traditional sensing theory but also provides insight into defining selectivity. Herein, the novel definition of selectivity is established in a study with VO

Indexed as

gas sensormachine learningselectivitysensing behaviorsupercritical fluid reactionVO2(M1)

Identifiers

PMID39703090
PMCPMC11837890

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.