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Another example is permitting access to certain statistical aggregations of data but not to any individual data item.
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The percentage of participants ranking each individual data item as not needed or absolutely necessary was also determined.
Stratifying individual data item MSs by clinical role groupings (AP/NF versus NP/PR) resulted in an alteration of the order of highest ranking data items (Table 1).
When compared by clinical role groupings, supervisory physicians gave individual data item ratings at the extremes of the scale when compared to providers more responsible for the daily clinical care of NICU patients.
Note that we do not need to authenticate when retrieving individual data items in order to fulfill any security claims made by RAIN.
However, allowing individual data items to be checkpointed independently results in non-intrusive checkpointing.
Each file can be further broken down into a series of records, which contains individual data items, or fields.
Individual data items are of no interest or relevance unless they meet some very exact criteria – and for these to be examined, specific permission needs to be sought.
Second, the encoded data is collected in batches subject to a randomized threshold, and blindly shuffled, to break linkability and to ensure that individual data items get "lost in the crowd" of the batch.
Since LISP objects may be other functions as well as individual data items (variables, in mathematical terminology) or data structures (see the section Data structures and algorithms), a programmer can create functions at the appropriate level of abstraction to solve the problem at hand.
In their work, the aim is to extract information from users' private data without having to reveal individual data items.
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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