Evidence map›Paper›PMID 36643744›Full record

ArticleHorticulture research2023

Application of machine learning to explore the genomic prediction accuracy of fall dormancy in autotetraploid alfalfa.

Fan Zhang, Junmei Kang, Ruicai Long, Mingna Li, Yan Sun, Fei He, Xueqian Jiang, Changfu Yang, Xijiang Yang, Jie Kong and 4 more

Open access · goldAbstract read
In one paragraph

Article in Horticulture research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
4.7field-weighted citation impact, top 4% 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

22 citing papers in PubMed, 32 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Forage Crop Research in the Modern Age.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Genome-Wide Association and Genomic Prediction of Alfalfa (International journal of molecular sciences · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. 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

14 authors at 4 institutions in 3 countries.

Fan ZhangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Junmei KangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Ruicai LongInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Mingna LiInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Yan SunDepartment of Turf Science and Engineering, College of Grassland Science and Technology, China Agricultural University, Beijing, China, 100193.
Fei HeInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Xueqian JiangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Changfu YangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Xijiang YangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Jie KongInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Yiwen WangMelbourne Integrative Genomics, School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia, 3052.
Zhen WangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Zhiwu ZhangDepartment of Crop and Soil Sciences, Washington State University, Pullman, WA, USA, 99163.
Qingchuan YangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China, 100193.
Chinese Academy of Agricultural Sciences · CNChina Agricultural University · CNMelbourne Genomics Health Alliance · AUWashington State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fall dormancy (FD) is an essential trait to overcome winter damage and for alfalfa (

Identifiers

PMID36643744
PMCPMC9832841
OpenAlexW4303433295

What OpenQuestion 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 OpenQuestion graph.