Evidence map›Paper›PMID 40654780›Full record

ArticlebioRxiv : the preprint server for biology2025

AI-assisted Drug Re-purposing for Human Liver Fibrosis.

Yuan Guan, Jakkapong Inchai, Zhuoqing Fang, Jacky Law, Alberto Alonzo Garcia Brito, Annalisa Pawlosky, Juraj Gottweis, Alexander Daryin, Artiom Myaskovsky, Lakshmi Ramakrishnan and 9 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

5 · Who and what money

Authors and funding

19 authors.

Yuan GuanDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.
Jakkapong InchaiDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.
Zhuoqing FangDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.
Jacky LawDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.
Alberto Alonzo Garcia BritoDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.
Annalisa PawloskyGoogle Cloud, Zürich, Switzerland.
Juraj GottweisGoogle Cloud, Zürich, Switzerland.
Alexander DaryinGoogle Cloud, Zürich, Switzerland.
Artiom MyaskovskyGoogle Cloud, Zürich, Switzerland.
Lakshmi RamakrishnanArc Institute Palo Alto CA.
Anil PalepuGoogle Research, Mountain View CA.
Kavita KulkarniGoogle Research, Mountain View CA.
Wei-Hung WengGoogle Research, Mountain View CA.
Vivek NatarajanGoogle Research, Mountain View CA.
Alan KarthikesalingamGoogle Research, Mountain View CA.
Keran RongGoogle DeepMind, Mountain View CA.
Yunhan XuGoogle DeepMind, Mountain View CA.
Tao TuGoogle DeepMind, Mountain View CA.
Gary PeltzDepartment of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Stanford CA.ORCID 0000-0001-6191-7697

Funding

Enabling AI-based Mouse Genetic DiscoveryR24OD035408 · OD · STANFORD UNIVERSITY · PI GARY A PELTZ · 2023 to 2026
$3.0M
AI-based genetic discovery for hearing lossR01DC021133 · NIDCD · STANFORD UNIVERSITY · PI GARY A PELTZ · 2023 to 2026
$2.5M
NIDCD NIH HHS R01 DC021133NIH HHS R24 OD035408
6 · The paper itself

Abstract

Liver fibrosis is a severe disease with few treatment options due to the poor quality of the available animal and

Identifiers

PMID40654780
PMCPMC12247918

What Socratic holds

Textmetadata
LicenceCC BY-ND
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.