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"They're helping you get down that path and helping you make some of those decisions that you would have had to go and make on your own to go, how should I customize this, what other data fields do I need to be capturing for clients and so on".
At this stage, other data fields in the two datasets were disconnected from identifying variables.
One of the entries out of 20 was for Swiss-Prot accession number Q9GKY5, showing corresponding receptor entry (P34999) along with other data fields.
Although no specific field for AJCC stage in pancreatic cancer is provided in the SEER database, the information to accurately stage patients is present in other data fields.
The system has recently been modified to allow administrative staff to change content of the health questionnaire that is asked of clients – for example, to add a symptom or allergy that was not previously applicable – although IT support is required to add or remove other data fields.
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Other CAPER data fields are related to case severity.
Other data-intensive fields have similar problems.
The idea of representing complex structures, such as experimental designs, by means of matrices makes these formats easy to understand by end users, who can use familiar spreadsheet software products or specific applications (Rocca-Serra et al., 2010, Shankar et al., 2010) to manage experiment reporting and other biomedical data (Field et al., 2010).
Data Marine, based in Aberdeen, Scotland, owns and runs a satellite network that transmits seismic and other data from oil fields.
Rather than being a comprehensive review, this Perspective is an attempt to set our findings more explicitly within the context of other data in the field than was possible in the context of the original research communication.
Considered within the context of other data in the field, these new results [ 4] help us better understand the interplay of PML with cytokine signaling in drug-induced and 'bystander' senescence, phenomena highly relevant for aging, cancer biology and treatment response.
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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