Evidence map›Paper›PMID 37524959›Full record

ArticleNature biotechnology2023

Advancing artificial intelligence to help feed the world.

Ben J Hayes, Chensong Chen, Owen Powell, Eric Dinglasan, Kira Villiers, Kathryn E Kemper, Lee T Hickey

Abstract readLetter
PubMed Publisher
In one paragraph

Article in Nature biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Review
  2. Article
  3. Haplotype stacking to improve stability of stripe rust resistance in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
  4. Article
  5. Breeding perspectives on tackling trait genome-to-phenome (G2P) dimensionality using ensemble-based genomic prediction.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Review
  6. Article
  7. Article
  8. Review
  9. Review
  10. Review
  11. Article
  12. A diverse and inclusive human pangenome.Nature reviews. Genetics · 2023
    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

7 authors.

Ben J HayesQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia. b.hayes@uq.edu.au.ORCID http://orcid.org/0000-0002-5606-3970
Chensong ChenQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0002-4276-8865
Owen PowellQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0001-5131-4286
Eric DinglasanQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0002-4824-5977
Kira VilliersQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia.
Kathryn E KemperInstitute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0002-9288-4522
Lee T HickeyQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0001-6909-7101

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceFood Supply

Identifiers

What Socratic holds

Textmetadata
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.