Evidence map›Paper›PMID 41295839›Full record

ReviewToxins2025

AI and Biotechnology to Combat Aflatoxins: Future Directions for Modern Technologies in Reducing Aflatoxin Risk.

Charitha J Gamlath, Felicia Wu

Abstract readReview
In one paragraph

Review in Toxins, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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

2 authors.

Charitha J GamlathDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0003-3757-5388
Felicia WuDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0003-0493-0451

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although a decades-old problem in food safety, aflatoxin has largely resisted human control methods. This situation could be mitigated using new technologies that could provide better control all along the food supply chain, for crops frequently infected with the causative fungi

Indexed as

AflatoxinsArtificial IntelligenceBiotechnologyFood ContaminationAspergillusAspergillus flavusCrops, AgriculturalHumansPlant BreedingZea maysAflatoxinsaflatoxinsAIartificial intelligencebiotechnologycontrol strategies

Identifiers

PMID41295839
PMCPMC12656223

What Socratic 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 Socratic graph.