Evidence map›Paper›PMID 41361600›Full record

ArticleNature biomedical engineering2026

Publisher Correction: CRISPR-GPT for agentic automation of gene-editing experiments.

Yuanhao Qu, Kaixuan Huang, Ming Yin, Kanghong Zhan, Dyllan Liu, Di Yin, Henry C Cousins, William A Johnson, Xiaotong Wang, Mihir Shah and 4 more

Abstract readPublished Erratum
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. 2025: research in review.Nature biotechnology · 2025
    Article
  3. 2025 in review.Nature biomedical engineering · 2025
    Article
  4. 2025 in review.Nature biomedical engineering · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Yuanhao Qu *Department of Pathology, Department of Genetics, Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-7574-259X
Kaixuan Huang *Center for Statistics and Machine Learning, Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA.
Ming YinCenter for Statistics and Machine Learning, Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA.
Kanghong ZhanDepartment of Computing, Data Science, and Society, University of California, Berkeley, Berkeley, CA, USA.
Dyllan LiuDepartment of Computer Science, University of California, Berkeley, Berkeley, CA, USA.
Di YinDepartment of Pathology, Department of Genetics, Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA.
Henry C CousinsDepartment of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
William A JohnsonDepartment of Pathology, Department of Genetics, Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA.
Xiaotong WangDepartment of Pathology, Department of Genetics, Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA.
Mihir ShahDepartment of Medicine, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-0854-2384
Russ B AltmanDepartment of Computer Science, University of California, Berkeley, Berkeley, CA, USA.ORCID http://orcid.org/0000-0003-3859-2905
Denny ZhouGoogle DeepMind, Mountain View, CA, USA.
Mengdi WangCenter for Statistics and Machine Learning, Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA. mengdiw@princeton.edu.ORCID http://orcid.org/0000-0002-2101-9507
Le CongDepartment of Pathology, Department of Genetics, Cancer Biology Program, Stanford University School of Medicine, Stanford, CA, USA. congle@stanford.edu.ORCID http://orcid.org/0000-0003-4725-8714

Funding

Computational methods for characterizing sources of variability in drug responseR35GM153195 · NIGMS · STANFORD UNIVERSITY · PI RUSS BIAGIO ALTMAN · 2024 to 2026
$1.0M
NIGMS NIH HHS R35 GM153195
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41361600
PMCPMC12920076

What OpenQuestion 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 OpenQuestion graph.