Evidence map›Paper›PMID 41745432›Full record

ArticleJournal of imaging2026

Predicting Nutritional and Morphological Attributes of Fresh Commercial

Juan Arredondo Valdez, Josué Israel García López, Héctor Flores Breceda, Ajay Kumar, Ricardo David Valdez Cepeda, Alejandro Isabel Luna Maldonado

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Latent Salinity Stress Detection inSensors (Basel, Switzerland) · 2026
    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

6 authors.

Juan Arredondo ValdezDepartment of Agricultural and Food Engineering, Faculty of Agronomy, Autonomous University of Nuevo Leon, Francisco Villa S/N, Ex-Hacienda El Canadá, General Escobedo CP 66050, Nuevo León, Mexico.
Josué Israel García LópezDepartment of Plant Breeding, Antonio Narro Autonomous Agrarian University, Calzada Antonio Narro 1923, Buenavista, Saltillo CP 25315, Coahuila, Mexico.ORCID 0000-0001-8314-1535
Héctor Flores BrecedaDepartment of Agricultural and Food Engineering, Faculty of Agronomy, Autonomous University of Nuevo Leon, Francisco Villa S/N, Ex-Hacienda El Canadá, General Escobedo CP 66050, Nuevo León, Mexico.
Ajay KumarDepartment of Biosystems and Agricultural Engineering, Oklahoma State University, Stillwater, OK 74078, USA.ORCID 0000-0003-1502-3048
Ricardo David Valdez CepedaCenter-North Regional University Center, Autonomous University of Chapingo, Calle Cruz del Sur 100, Col. Constelación, Zacatecas CP 98085, Zacatecas, Mexico.
Alejandro Isabel Luna MaldonadoDepartment of Agricultural and Food Engineering, Faculty of Agronomy, Autonomous University of Nuevo Leon, Francisco Villa S/N, Ex-Hacienda El Canadá, General Escobedo CP 66050, Nuevo León, Mexico.ORCID 0000-0002-9528-3052

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

chlorophyllsimage processingmachine learningmorphological traitsOpuntia commercial cladodesphenolic compoundsplant mineral content

Identifiers

PMID41745432
PMCPMC12941559

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.