Evidence map›Paper›PMID 39235302›Full record

ArticleACS nano2024

Solvent Dependence of Ionic Liquid-Based Pt Nanoparticle Synthesis: Machine Learning-Aided In-Line Monitoring in a Flow Reactor.

Bin Pan, Majed S Madani, Allison P Forsberg, Richard L Brutchey, Noah Malmstadt

Abstract read
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 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. Decoding α-MoCSmall (Weinheim an der Bergstrasse, Germany) · 2026
    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.

Bin PanMork Family Department of Chemical Engineering and Materials Science, University of Southern California, 925 Bloom Walk, Los Angeles, California 90089-1211, United States.ORCID 0000-0003-4303-7519
Majed S MadaniMork Family Department of Chemical Engineering and Materials Science, University of Southern California, 925 Bloom Walk, Los Angeles, California 90089-1211, United States.ORCID 0000-0003-4882-2807
Allison P ForsbergDepartment of Chemistry, University of Southern California, 840 Downey Way, Los Angeles, California 90089-0744, United States.ORCID 0000-0002-8351-1011
Richard L BrutcheyDepartment of Chemistry, University of Southern California, 840 Downey Way, Los Angeles, California 90089-0744, United States.ORCID 0000-0002-7781-5596
Noah MalmstadtMork Family Department of Chemical Engineering and Materials Science, University of Southern California, 925 Bloom Walk, Los Angeles, California 90089-1211, United States.ORCID 0000-0002-1786-2614

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colloidal platinum nanoparticles (Pt NPs) possess a myriad of technologically relevant applications. A potentially sustainable route to synthesize Pt NPs is

Indexed as

flow chemistryionic liquidsmachine learningplatinum nanoparticlespolyol reductionreaction kineticsspectrophotometry

Identifiers

PMID39235302
PMCPMC11411720

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-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 OpenQuestion graph.