Evidence map›Paper›PMID 42196008›Full record

ArticleFoods (Basel, Switzerland)2026

Shelf-Life Prediction of Shrimp Gravlax Using Machine Learning: Integrating Traditional Processing with AI Modeling.

Ozlem Emir Coban, Ilhan Firat Kilincer, Aniseh Jamshidi, Mehmet Zulfu Coban

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.

Ozlem Emir CobanDepartment of Fish Processing Technology, Faculty of Fisheries, Firat University, Elazig 23119, Turkey.ORCID 0000-0003-1388-0740
Ilhan Firat KilincerDepartment of Digital Forensic Engineering, Firat University, Elazig 23119, Turkey.ORCID 0000-0001-8090-4998
Aniseh JamshidiDepartment of Fisheries, Faculty of Marine Natural Resources, Khorramshahr University of Marine Science and Technology, Khorramshahr 64199-34619, Iran.ORCID 0000-0002-4537-4191
Mehmet Zulfu CobanDepartment of Food Processing, Keban Vocational Schools, Firat University, Elazig 23119, Turkey.ORCID 0000-0002-5645-5456

Funding

Fırat University (FUBAP-SUF.25.12
6 · The paper itself

Abstract

This study aimed to develop shrimp gravlax (

Indexed as

gravlaxmachine learning algorithmsshrimpstorage qualityvacuum-packaging

Identifiers

PMID42196008
PMCPMC13206011

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.