Evidence map›Paper›PMID 42185324›Full record

ArticleNature communications2026

Elasticity-gated thermal plasticity via superheating-mediated nucleation and growth in polymer networks.

Guye Wei, Jiageng Pan, Shunjie Mo, Jian Liao, Liang Gao

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 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

5 authors.

Guye Wei *School of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou, P. R. China.
Jiageng Pan *School of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou, P. R. China.
Shunjie Mo *School of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou, P. R. China.
Jian LiaoSchool of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou, P. R. China.
Liang GaoSchool of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou, P. R. China. gaoliang@gdut.edu.cn.ORCID http://orcid.org/0000-0002-4230-6409

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Living systems encode environmental history into material structure, enabling adaptive response thresholds, a capability lacking in synthetic materials with fixed thermal transitions. We present a thermodynamic approach that programs critical transition temperatures in polymer networks via salt-dependent thermal plasticity. Conditioning poly(vinyl propional) hydrogels at a swelling temperature T

Identifiers

PMID42185324
PMCPMC13385745

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.