Evidence map›Paper›PMID 42252809›Full record

ArticleSmall methods2026

Early Warning of Battery Thermal Runaway Enabled by Ag-Decorated SnO

Hu Ma, Yan Liu, Jiuyu Li, Zhenyang Zhang, Bailing Li, Changwei Jia, Zhangqi Chai, Ruihua Zhao, Jianping Du

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Small methods, 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

9 authors.

Hu MaCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Yan LiuCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Jiuyu LiCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Zhenyang ZhangCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Bailing LiCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Changwei JiaCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Zhangqi ChaiShanxi Kunming Tobacco Co. Ltd., Taiyuan, P. R. China.
Ruihua ZhaoCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.
Jianping DuCollege of Chemistry and Chemical Engineering, Taiyuan University of Technology, Taiyuan, P. R. China.ORCID https://orcid.org/0000-0001-7895-9703

Funding

Instrumental Analysis Center Taiyuan University of TechnologyKey R&D program of Shanxi Province 201903D421079National Natural Science Foundation of China 51572185Natural Science Foundation of Shanxi Province, China 20210302123173
6 · The paper itself

Abstract

The safe utilization of lithium-ion batteries depends on the management of thermal runaway to avoid electrolyte leakage. It is crucial to make early warning by developing sensors for rapid detection of electrolyte (e.g. diethyl carbonate, DEC). Herein, the superior gas sensing capabilities of SnO

Indexed as

battery safety warningdiethyl carbonategas sensingmachine learningtin oxide

Identifiers

PMID42252809
PMCPMC13353869

What OpenQuestion 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 OpenQuestion graph.