PLOS has recently begun using the CRediT taxonomy to describe author contributions. CRediT allows for a high-level classification of the many roles played by authors of a scientific manuscript. As we transition to using the CRediT system, we request that you fill out our new CRediT Author Contributions section.
In a response to this letter, please enter the initials of each author who contributed in the following categories. These initials will appear exactly as you provide them here on your published manuscript. If more than one person contributed in any category, separate their initials with a space. If no one contributed in a category, please leave it blank. Please ensure that each author is credited with at least one contribution.


Author Contributions: conceptualization:
Author Contributions: methodology:
Author Contributions: software:
Author Contributions: validation:
Author Contributions: formal analysis:
Author Contributions: investigation:
Author Contributions: resources:
Author Contributions: data curation:
Author Contributions: writing (original draft preparation):
Author Contributions: writing (review and editing):
Author Contributions: visualization:
Author Contributions: supervision:
Author Contributions: project administration:
Author Contributions: funding acquisition:
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