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Maria Pia Gentileschi and Giulio Tibursi for technical advice; Vincenzo Giusti for computing assistance and Donatella Vitolo for secretary assistance.
We are also grateful to A. Bazinet for computing assistance in the calculation of gsi values, and to T. Ai for assistance in data collection.
Computing assistance: Milly Marston, Hongchao Pan, Russell Peto.
We thank R. Castilho for computing assistance and four referees that contributed toward improving the manuscript.
Thanks are also given to Shi-Hsien Yang, Zhi-Shun Chen and Ying-Fu Ho for their technical support in random number generation and computing assistance.
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The authors would like to acknowledge support from the Cambridge Centre for High Performance Computing where this work was carried out, and also to Stuart Rankin for computational assistance.
Han for computational assistance.
The authors would like to thank Lorenzo Pascali for computing technical assistance.
A limitation to application of the prediction models developed is that the risk score is based on a regression equation and cannot be easily computed without the assistance of a computer or similar device.
As voice computing and virtual assistance continues to grow in popularity, it will be increasingly important for other brands- that are not Apple or Google – to have a way to compete.
However, limiting expressive freedom that would lead to poor reconfigurable solutions is one of the ways that a good compute model provides assistance and guidance.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com