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How can SHAP values help to shape metabolic stability of chemical compounds?

Overview of attention for article published in Journal of Cheminformatics, September 2021
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About this Attention Score

  • Good Attention Score compared to outputs of the same age (70th percentile)
  • Above-average Attention Score compared to outputs of the same age and source (53rd percentile)

Mentioned by

twitter
11 X users

Citations

dimensions_citation
46 Dimensions

Readers on

mendeley
43 Mendeley
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Title
How can SHAP values help to shape metabolic stability of chemical compounds?
Published in
Journal of Cheminformatics, September 2021
DOI 10.1186/s13321-021-00542-y
Pubmed ID
Authors

Agnieszka Wojtuch, Rafał Jankowski, Sabina Podlewska

X Demographics

X Demographics

The data shown below were collected from the profiles of 11 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 43 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 43 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 19%
Researcher 6 14%
Student > Master 5 12%
Student > Bachelor 3 7%
Professor 2 5%
Other 4 9%
Unknown 15 35%
Readers by discipline Count As %
Chemistry 9 21%
Pharmacology, Toxicology and Pharmaceutical Science 3 7%
Computer Science 2 5%
Biochemistry, Genetics and Molecular Biology 2 5%
Engineering 2 5%
Other 8 19%
Unknown 17 40%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 5. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 05 October 2021.
All research outputs
#6,659,161
of 24,588,574 outputs
Outputs from Journal of Cheminformatics
#516
of 913 outputs
Outputs of similar age
#125,546
of 425,187 outputs
Outputs of similar age from Journal of Cheminformatics
#13
of 26 outputs
Altmetric has tracked 24,588,574 research outputs across all sources so far. This one has received more attention than most of these and is in the 72nd percentile.
So far Altmetric has tracked 913 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.4. This one is in the 43rd percentile – i.e., 43% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 425,187 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 70% of its contemporaries.
We're also able to compare this research output to 26 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 53% of its contemporaries.