Evidence map›Paper›PMID 40436886›Full record

ArticleNature communications2025

Design of circularly polarized phosphorescence materials guided by transfer learning.

Xu Liu, Yihan Zhang, Yifan Xie, Ledu Wang, Liyu Gan, Jialei Li, Jiahe Li, Hongli Zhang, Linjiang Chen, Weiwei Shang and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

12 authors.

Xu Liu *State Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Yihan Zhang *State Key Laboratory of Precision and Intelligent Chemistry, Department of Automation, University of Science and Technology of China, Hefei, Anhui, China.
Yifan Xie *State Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Ledu WangState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Liyu GanState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Jialei LiState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Jiahe LiState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.
Hongli ZhangState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.ORCID http://orcid.org/0000-0002-0000-6168
Linjiang ChenState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China.ORCID http://orcid.org/0000-0002-0382-5863
Weiwei ShangState Key Laboratory of Precision and Intelligent Chemistry, Department of Automation, University of Science and Technology of China, Hefei, Anhui, China. wwshang@ustc.edu.cn.ORCID http://orcid.org/0000-0001-7541-2198
Jun JiangState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China. jiangj1@ustc.edu.cn.ORCID http://orcid.org/0000-0002-6116-5605
Gang ZouState Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui, China. gangzou@ustc.edu.cn.ORCID http://orcid.org/0000-0002-5041-5242

Funding

China Postdoctoral Science Foundation BH2060000242National Natural Science Foundation of China (National Science Foundation of China) 22071233National Natural Science Foundation of China (National Science Foundation of China) 52373122
6 · The paper itself

Abstract

It is highly desirable that artificial circularly polarized phosphorescent materials with high luminescence asymmetry factor (g

Identifiers

PMID40436886
PMCPMC12119802

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.