Evidence map›Paper›PMID 41280786›Full record

ArticleACS omega2025

Hydrogels with Enhanced Mechanical Properties from Starch-Rich Food Waste: Optimization by Response Surface Methodology.

Yalin Li, Xing Zhang, Yu Wang, Ni Xie, Jiajun Zhang, Yuelin Zhang, Shasha Xu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS omega, 2025. 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

7 authors.

Yalin LiSchool of College of Environmental and Biological Engineering, Henan University of Engineering, Zhengzhou 451191, P. R. China.ORCID https://orcid.org/0009-0008-5785-7845
Xing ZhangSchool of Civil Engineering, Architecture and Environment, Hubei University of Technology, Wuhan 430068, P. R. China.
Yu WangSchool of College of Environmental and Biological Engineering, Henan University of Engineering, Zhengzhou 451191, P. R. China.
Ni XieSchool of Information Science and Technology, Hangzhou Normal University, Hangzhou 311121, P. R. China.
Jiajun ZhangSchool of College of Environmental and Biological Engineering, Henan University of Engineering, Zhengzhou 451191, P. R. China.
Yuelin ZhangSchool of College of Environmental and Biological Engineering, Henan University of Engineering, Zhengzhou 451191, P. R. China.
Shasha XuSchool of College of Environmental and Biological Engineering, Henan University of Engineering, Zhengzhou 451191, P. R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Food waste starch (FWS) is abundant, inexpensive, and biodegradable, making it an ideal feedstock for resource valorization. In this study, FWS was employed to fabricate an eco-friendly starch-based hydrogel via free radical grafting and cross-linking polymerization, with compressive strength selected as the primary performance indicator. Single-factor experiments combined with response surface methodology were used to optimize the feedstock-to-liquid ratio, reaction temperature, and formulation, where acrylamide (AM) served as the monomer,

Identifiers

PMID41280786
PMCPMC12631324

What Socratic 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 Socratic graph.