Evidence map›Paper›PMID 39554347›Full record

ArticleFood science & nutrition2024

A comparative study on bath and horn ultrasound-assisted modification of bentonite and their effects on the bleaching efficiency of soybean and sunflower oil: Machine learning as a new approach for mathematical modeling.

Elahe Abedi, Mehran Sayadi, Maryam Mousavifard, Farzad Roshanzamir

Abstract read
In one paragraph

Article in Food science & nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
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.

Elahe AbediDepartment of Food Science and Technology, Faculty of Agriculture Fasa University Fasa Iran.ORCID https://orcid.org/0000-0003-3574-9786
Mehran SayadiDepartment of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences Fasa Iran.ORCID https://orcid.org/0000-0002-7761-361X
Maryam MousavifardDepartment of Civil Engineering, Faculty of Engineering Fasa University Fasa Iran.
Farzad RoshanzamirDepartment of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences Fasa Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, the effect of high-power bath and horn ultrasound at different powers on specific surface area (

Indexed as

machine learningultrasound‐assisted bleachingultrasound‐treated bleaching clayXGBoost model

Identifiers

PMID39554347
PMCPMC11561808

What OpenQuestion holds

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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.