Evidence map›Paper›PMID 40636732›Full record

ArticleACS catalysis2025

Single-Atom Catalysts on Goldene.

Silvia Picello, Elisabetta Inico, Clara Saetta, Giovanni Di Liberto, Gianfranco Pacchioni

Abstract read
In one paragraph

Article in ACS catalysis, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Silvia PicelloDepartment of Materials Science, University of Milano-Bicocca, Via Cozzi 55, 20125 Milano, Italy.
Elisabetta InicoDepartment of Materials Science, University of Milano-Bicocca, Via Cozzi 55, 20125 Milano, Italy.
Clara SaettaDepartment of Materials Science, University of Milano-Bicocca, Via Cozzi 55, 20125 Milano, Italy.
Giovanni Di LibertoDepartment of Materials Science, University of Milano-Bicocca, Via Cozzi 55, 20125 Milano, Italy.ORCID https://orcid.org/0000-0003-4289-2732
Gianfranco PacchioniDepartment of Materials Science, University of Milano-Bicocca, Via Cozzi 55, 20125 Milano, Italy.ORCID https://orcid.org/0000-0002-4749-0751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In single-atom catalysis, the interaction between isolated metal atoms and the supporting matrix plays a crucial role in determining the stability and reactivity of the system. This has driven the search for supporting materials, particularly two-dimensional (2D) materials, where graphene has been the predominant choice. Simultaneously, increasing attention is being given to single-atom alloys (SAAs), a subclass of single-atom catalysts (SACs), where the supporting matrix itself is a metal. Recently, Kashiwaya et al. [

Indexed as

DFTgoldeneHEROERSAC

Identifiers

PMID40636732
PMCPMC12235748

What OpenQuestion holds

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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.