Evidence map›Paper›PMID 42279791›Full record

ArticleFoods (Basel, Switzerland)2026

Deep Learning and Microbiome Analysis Reveal the Preservation Mechanism of

Shanxue Jiang, Haishu Sun, Chenyu Zhang, Yihan Zhang

Abstract read
In one paragraph

Article in Foods (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

4 authors.

Shanxue JiangSchool of Light Industry Science and Engineering, Beijing Technology and Business University, Beijing 100048, China.
Haishu SunSchool of Light Industry Science and Engineering, Beijing Technology and Business University, Beijing 100048, China.
Chenyu ZhangSchool of Light Industry Science and Engineering, Beijing Technology and Business University, Beijing 100048, China.
Yihan ZhangSchool of Light Industry Science and Engineering, Beijing Technology and Business University, Beijing 100048, China.

Funding

Beijing Municipal Education Commission KM202310011004National Natural Science Foundation of China 52300027
6 · The paper itself

Abstract

Strawberry preservation remains a critical challenge due to rapid postharvest microbial spoilage. This study investigated the preservative efficacy of

Indexed as

Cinnamomum cassia extractdeep learningmicrobiome modulationstrawberry preservation

Identifiers

PMID42279791
PMCPMC13256408

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.