Evidence map›Paper›PMID 41790893›Full record

ArticleScience advances2026

Flexible amplifier with >100-dB voltage gain enabled by intrinsic gain singularity of carbon nanotube transistors.

Ruyi Huang, Yuru Wang, Guanhua Long, Zirui Zhang, Tingzhi Wang, Zheng Fang, Yufan Chen, Wanyi Wang, Tianshun Bai, Meiqi Xi and 5 more

Abstract read
In one paragraph

Article in Science advances, 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

15 authors.

Ruyi HuangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0009-0006-2162-5204
Yuru WangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0000-0002-3710-700X
Guanhua LongKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.
Zirui ZhangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.
Tingzhi WangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0009-0005-3560-6904
Zheng FangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0009-0001-7411-935X
Yufan ChenKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0009-0008-4192-6949
Wanyi WangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0009-0009-5115-7802
Tianshun BaiKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.
Meiqi XiKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.
Xiaowei HeKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0000-0002-4982-8250
Xuelei LiangKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0000-0003-3095-0974
Shiwei WangCentre for Electronics Frontiers, IMNS, School of Engineering, The University of Edinburgh, Edinburgh EH9 3BF, UK.ORCID 0000-0002-5450-2108
Lian-Mao PengKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0000-0003-0754-074X
Youfan HuKey Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics and Research Center for Carbon-Based Electronics, Peking University, Beijing 100871, China.ORCID 0000-0001-9798-1631

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For biointegrated flexible systems that acquire and process electrophysiological signals, amplifying weak biosignals from their original low amplitudes (ranging from microvolt to millivolt) to volt-level is essential for subsequent processing. Achieving this level of amplification requires a high voltage gain (>10

Identifiers

PMID41790893
PMCPMC12965310

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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.