Evidence map›Paper›PMID 34413865›Full record

ArticleFrontiers in plant science2021

Modeling

Gniewko Niedbała, Mohsen Niazian, Paolo Sabbatini

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed
3.7field-weighted citation impact, top 5% of its field
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

36 citing papers in PubMed, 56 citations in OpenAlex.

  1. Article
  2. Cloning and functional analysis of qCmr2.1, a novel gene for Cucumber mosaic virus resistance in Capsicum frutescens.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
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  6. Integrated BSA-seq and RNA-seq analyses revealFrontiers in plant science · 2026
    Article
  7. Review
  8. Compendium ofMethods and protocols · 2025
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  9. Article
  10. Article
  11. Mediated Transformation of Tamarillo (Plants (Basel, Switzerland) · 2025
    Article
  12. Article
  13. Functional analysis ofFrontiers in plant science · 2025
    Article
  14. Article
  15. Promoter of Vegetable PeaInternational journal of molecular sciences · 2024
    Article
  16. Article
  17. Establishment ofInternational journal of molecular sciences · 2024
    Article
  18. Article
  19. Article
  20. 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

3 authors at 3 institutions in 3 countries.

Gniewko NiedbałaDepartment of Biosystems Engineering, Faculty of Environmental and Mechanical Engineering, Poznań University of Life Sciences, Poznań, Poland.
Mohsen NiazianField and Horticultural Crops Research Department, Kurdistan Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization, Sanandaj, Iran.
Paolo SabbatiniDepartment of Horticulture, Plant and Soil Sciences Building, Michigan State University, East Lansing, MI, United States.
Agricultural Research & Education Organization · IRMichigan State University · USUniversity of Life Sciences in Poznań · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The multilayer perceptron (MLP) topology of an artificial neural network (ANN) was applied to create two predictor models in

Indexed as

acetosyringoneartificial neural networksgenetic engineeringinoculation durationoptical density

Identifiers

PMID34413865
PMCPMC8370025
OpenAlexW3185783071

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.