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In this manner, original data contributors are active participants in the value added that sharing produces.
The "pccompound_pubmed" filter allows one to retrieve compound records with cross-references provided to PubChem by data contributors.
In some cases, data contributors provide chemical information extracted from the scientific literature through manual curation or data mining.
This returns publications associated with the BioAssay records, based on AID-PMID associations provided by data contributors to PubChem.
Individual data contributors provide PubChem with cross-references between chemical substances and PubMed articles that contain information on that substance.
Data contributors can also supply a list of PMIDs for scientific articles that have information relevant to a given assay record.
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These data are generated outside of formal medical or public health institutions, from personal domains in which each data contributor is unique.
k-anonymity partitions data into public properties and sensitive properties and requires that at least k undistinguished data exist for each equivalent class in the shared data set, so that malicious users cannot identify any individual data contributor based on the sensitive information from the other k − 1 pieces of data [31].
This dichotomy seems to exist between OBIS and GBIF as well; although OBIS is a data contributor for GBIF, not all data on GBIF are available on OBIS.
The scientific community, public and data contributor will all benefit.
Batch extraction scripts ran daily at each data contributor, pulling new laboratory test orders, laboratory results, and patient demographic information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com