Evidence map›Paper›PMID 39288200›Full record

ArticleACS nano2024

Multi-Objective Design of DNA-Stabilized Nanoclusters Using Variational Autoencoders With Automatic Feature Extraction.

Elham Sadeghi, Peter Mastracco, Anna Gonzàlez-Rosell, Stacy M Copp, Petko Bogdanov

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS nano, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Review
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

5 authors.

Elham SadeghiDepartment of Computer Science, University at Albany-SUNY, Albany, New York 12222, United States.ORCID 0000-0002-1258-8556
Peter MastraccoDepartment of Materials Science and Engineering, University of California, Irvine, California 92697, United States.ORCID 0000-0002-0118-3983
Anna Gonzàlez-RosellDepartment of Materials Science and Engineering, University of California, Irvine, California 92697, United States.
Stacy M CoppDepartment of Materials Science and Engineering, University of California, Irvine, California 92697, United States.ORCID 0000-0002-1788-1778
Petko BogdanovDepartment of Computer Science, University at Albany-SUNY, Albany, New York 12222, United States.ORCID 0000-0001-6310-3224

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

DNA-stabilized silver nanoclusters (Ag

Indexed as

DNAMetal NanoparticlesSilverNanostructuresDNASilverDNAfluorescenceinterpretable machine learningnear-infraredsilver nanoclustervariational autoencoder

Identifiers

PMID39288200
PMCPMC11447918

What OpenQuestion holds

Textmetadata
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.