Evidence map›Paper›PMID 37234891›Full record

ArticleChemical science2023

Computer vision for non-contact monitoring of catalyst degradation and product formation kinetics.

Chunhui Yan, Megan Cowie, Calum Howcutt, Katherine M P Wheelhouse, Neil S Hodnett, Martin Kollie, Martin Gildea, Martin H Goodfellow, Marc Reid

Open access · diamondAbstract read
In one paragraph

Article in Chemical science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
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

15 citing papers in PubMed, 27 citations in OpenAlex.

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  8. Parallel and High Throughput Reaction Monitoring with Computer Vision.Angewandte Chemie (International ed. in English) · 2025
    Article
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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

9 authors at 2 institutions in 1 country.

Chunhui YanWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.ORCID https://orcid.org/0000-0001-9921-3898
Megan CowieWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.
Calum HowcuttWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.
Katherine M P WheelhouseGSK R&D Medicine Development and Supply Stevenage UK.ORCID https://orcid.org/0000-0002-1963-1465
Neil S HodnettGSK R&D Medicine Development and Supply Stevenage UK.ORCID https://orcid.org/0000-0002-1966-2579
Martin KollieWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.
Martin GildeaWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.
Martin H GoodfellowWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.ORCID https://orcid.org/0000-0003-2151-8442
Marc ReidWestCHEM Department of Pure & Applied Chemistry University of Strathclyde Glasgow UK marc.reid.100@strath.ac.uk.ORCID https://orcid.org/0000-0003-4394-3132
University of Strathclyde · GBAge UK · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We report a computer vision strategy for the extraction and colorimetric analysis of catalyst degradation and product-formation kinetics from video footage. The degradation of palladium(ii) pre-catalyst systems to form 'Pd black' is investigated as a widely relevant case study for catalysis and materials chemistries. Beyond the study of catalysts in isolation, investigation of Pd-catalyzed Miyaura borylation reactions revealed informative correlations between colour parameters (most notably Δ

Identifiers

PMID37234891
PMCPMC10208035
OpenAlexW4323528525

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.