Evidence map›Paper›PMID 42779113›Full record

ArticlePlant communications2026

Beyond organ-level phenotyping: A cross-scale, AI-assisted framework for decoding the biological determinants of seed vigor.

Xiaomin Song, Jie Dai, Jiexi Liu, Songtao Ban, Xiaoman Liu, Ji Zhou

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Plant communications, 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

6 authors.

Xiaomin SongState Key Laboratory of Plant Trait Design, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai 200032, China.
Jie DaiState Key Laboratory of Plant Trait Design, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai 200032, China.
Jiexi LiuState Key Laboratory of Plant Trait Design, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai 200032, China.
Songtao BanState Key Laboratory of Plant Trait Design, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai 200032, China.
Xiaoman LiuCollege of Sciences, Nanjing Agricultural University, Nanjing 210095, China.
Ji ZhouState Key Laboratory of Plant Trait Design, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai 200032, China; Crop Science Centre (CSC), National Institute of Agricultural Botany (NIAB), the University of Cambridge (UoC), Cambridge CB3 0LE, UK; University of the Chinese Academy of Sciences, Beijing 100049, China. Electronic address: jzhou@cemps.ac.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42779113
PMCPMC13681416

What OpenQuestion holds

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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.