Evidence map›Paper›PMID 40470345›Full record

ArticleData in brief2025

Updating high-resolution image dataset for the automatic classification of phenological stage and identification of racemes in

Darwin Alexis Arrechea-Castillo, Paula Espitia-Buitrago, David Florian-Vargas, Ronald David Arboleda, Riquelmer Velázquez-Hernández, Andrés Felipe Ruiz-Hurtado, Luis Miguel Hernandez, Rosa N Jauregui, Juan Andrés Cardoso

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In one paragraph

Article in Data in brief, 2025. 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

9 authors.

Darwin Alexis Arrechea-CastilloInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
Paula Espitia-BuitragoInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
David Florian-VargasGrupo Papalotla, C.P, Ocozocoautla - Cintalapa km 110, Col. El Aguacero, Ocozocoautla de Espinosa, Chiapas 29140, México.
Ronald David ArboledaInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
Riquelmer Velázquez-HernándezGrupo Papalotla, C.P, Ocozocoautla - Cintalapa km 110, Col. El Aguacero, Ocozocoautla de Espinosa, Chiapas 29140, México.
Andrés Felipe Ruiz-HurtadoInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
Luis Miguel HernandezInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
Rosa N JaureguiInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.
Juan Andrés CardosoInternational Center for Tropical Agriculture (CIAT), A.A. 6713, Km 17 recta Cali-Palmira, Palmira, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This dataset is an expanded version of a previously published collection of high-resolution RGB images of

Indexed as

Artificial intelligenceBrachiariaComputer visionDeep learningForage grassesHigh-throughput phenotypingInstance segmentationMachine learning

Identifiers

PMID40470345
PMCPMC12136700

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.