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For the methods allowing large-scale indication predictions, transcriptional responses towards drugs were typically utilized to calculate drug-drug similarity, then the connectivity map was constructed for clustering, and the categories of query drugs were determined by the nearest distance to the clustered communities [ 7].
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Thus, if the researcher acquires datasets from several different cohorts of patients with disease Y, she might ask: At present, there is no informatics infrastructure in the CPB that is capable of supporting these categories of queries.
The statement category of query was the least likely to contain PICO elements.
There are many machine learning and computational procedures that can be applied to build classification systems that allow identifying the type or category of query samples whose class is not-known a priori [ 3- 5].
This finding is perhaps expected as patients phoning our medicines information helpline ask most frequently about side effects of medicines than any other category of query, 11 and patients' experience surveys consistently suggest that not enough is given in plain language.
The most frequent category of queries was Author Name (36%).
Then, the categories of the query protein can be inferred from the categories of the k nearest proteins identified.
The performance of the methods was evaluated in the determination of structural categories of each query structure from the above 108 proteins.
Query Category: the category of the query click-through, categorized by BrightCloud.
For all data sets, the images belonging to the same category of the query image were considered as relevant, while the remaining images were considered irrelevant.
To this end, it is fundamental to consider the category of analytical queries to be answered for understanding which data properties is necessary to preserve.
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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