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A frustrating feature of our study was the extent of data loss that we encountered as the analysis progressed.
Both the degree of diversity in the initial sequences and the cluster density on the flowcell impacts the extent of data loss.
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D.5 To the extent permissible in law, the Company will not be liable for any loss including but not limited to the following (whether such losses are foreseen, known or otherwise) loss of data, loss of revenue or anticipated profit, loss of business, loss of opportunity, loss of goodwill or injury to reputation, losses suffered by third parties, any indirect, consequential or exemplary damages.
The effects of data loss can be catastrophic.
However, there are other data recovery technology and data analyzers that could help alleviate the risk of data loss.
It was a difficult decision to notify all our customers of the risk before we could establish the real extent of any data loss.
Asked whether he was accusing department officials of acting in bad faith, or simply being mistaken about the extent of the data loss, Mr. Reed said: "Whether it's incompetence or other factors, the result's the same.
They concluded the extent of information loss from unmapped records and the challenging data structure of THIN limited their CDM's usefulness for pharmacoepidemiological research, primarily because of database drug exposure and condition loss.
Our data indicate that the extent of bone loss at the peripheral joint is associated with elevated circulating M-CSF and RANKL concentrations, but that these factors are not associated with the extent of systemic bone loss in PsA.
Additional studies should consider random sampling of noise levels in urban settings, and large-scale audiometric testing could also be used to evaluate the actual extent of hearing loss in urban populations; such data are currently not available in the US.
An allowance for loss to follow-up has been included in the sample size calculation; data with missing observations due to loss to follow-up, as opposed to mortality, will be examined to determine both the extent of missing data and whether data are missing at random or are informative.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com