Evidence map›Paper›PMID 41000855›Full record

ArticlebioRxiv : the preprint server for biology2025

An AI Agent for cell-type specific brain computer interfaces.

Arnau Marin-Llobet, Zuwan Lin, Jongmin Baek, Almir Aljovic, Xinhe Zhang, Ariel J Lee, Wenbo Wang, Jaeyong Lee, Hao Shen, Yichun He and 2 more

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

12 authors.

Arnau Marin-LlobetJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.ORCID 0009-0008-8128-4119
Zuwan LinJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.ORCID 0000-0001-5786-9768
Jongmin BaekJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Almir AljovicJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Xinhe ZhangJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.ORCID 0000-0002-1223-220X
Ariel J LeeJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.ORCID 0000-0002-8549-6310
Wenbo WangJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Jaeyong LeeJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Hao ShenJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Yichun HeBroad Institute of MIT and Harvard, Cambridge, MA, USA.ORCID 0000-0001-9573-2682
Na LiJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Jia LiuJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.

Funding

Charting human islet maturation via combined soft nanoelectronics and single-cell spatial transcriptomicsDP1DK130673 · NIDDK · HARVARD UNIVERSITY · PI LIU, JIA · 2021 to 2025
$4.3M
SCH: Al-driven Flexible Electronics for Cardiac Organoid MaturationR01LM014465 · NLM · HARVARD UNIVERSITY · PI Jie Ding, Na Li · 2023 to 2026
$1.1M
NIDDK NIH HHS DP1 DK130673NLM NIH HHS R01 LM014465
6 · The paper itself

Abstract

Decoding how specific neuronal subtypes contribute to brain function requires linking extracellular electrophysiological features to underlying molecular identities, yet reliable

Identifiers

PMID41000855
PMCPMC12458948

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.