Evidence map›Paper›PMID 42793050›Full record

ArticleGenes2026

BiMSGP: A Bidirectional Mamba-Based Model for Scalable and Accurate Genomic Prediction in Plants.

Qingjie Liu, Xinwei Yao, Jinyan Ma, Huilin Cheng, Huahao Zhou, Licong Ding, Songyang Huai, Xu Liu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Genes, 2026. 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

8 authors.

Qingjie LiuCollege of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China.
Xinwei YaoAcademy for Advanced Interdisciplinary Science and Technology, Zhejiang University of Technology, Hangzhou 310014, China.ORCID 0000-0001-6352-3165
Jinyan MaChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.
Huilin ChengChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.
Huahao ZhouChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.
Licong DingChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.
Songyang HuaiChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.
Xu LiuChina Nanhu Academy of Electronics and Information Technology, Jiaxing 314001, China.ORCID 0000-0002-9729-306X

Funding

Department of Science and Technology of Zhejiang Province 2025YFG0100600
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Genome, PlantGenomicsModels, GeneticPlant BreedingTriticumPrediction AlgorithmsQuantitative Trait Locibidirectional MambaBiMSGPcomplex traitsgenomic predictiongenomic selectionplant breedingselective state space model

Identifiers

PMID42793050
PMCPMC13606534

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.