Evidence map›Paper›PMID 41599398›Full record

ReviewMolecules (Basel, Switzerland)2026

A Review of Gas-Sensitive Materials for Lithium-Ion Battery Thermal Runaway Monitoring.

Jian Zhang, Zhili Li, Lei Huang

Abstract readReview
In one paragraph

Review in Molecules (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

3 authors.

Jian ZhangResearch Center of Nano Science and Technology, College of Sciences, Shanghai University, Shanghai 200444, China.
Zhili LiSchool of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China.
Lei HuangShanghai Key Laboratory of Chips and Systems for Intelligent Connected Vehicle, Shanghai 200444, China.ORCID 0000-0003-0018-0569

Funding

Shanghai Key Laboratory of Chips and Systems for Intelligent Connected Vehicle N.99-0144-25-314
6 · The paper itself

Abstract

Lithium-ion batteries (LIBs) face the safety hazard of thermal runaway (TR). Gas-sensing-based monitoring is one of the viable warning approaches for batteries during operation, and TR warning using semiconductor gas sensors has garnered widespread attention. This review presents a comprehensive analysis of the latest advances in this field. It details the gas release characteristics during the TR failure process and identifies H

Indexed as

COCO2electrolyte vaporgas sensingH2lithium-ion batteryTR warning

Identifiers

PMID41599398
PMCPMC12843726

What OpenQuestion holds

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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.