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In the end, the comparison of data quality criteria provided an insight.
Some publications further failed to use data quality criteria and combined different species [9, 12] or included subchronic data [6].
Scientists with different curation roles, given common curation tasks with the same skill requirements, prioritized different data quality criteria.
These extensions can be seen in the related work section when considering the data quality criteria given by [21], an attached section (number 7) that compares other criteria (presented in [21]) with criteria of this CBR data quality index and an additional section (Sect. 8), which presents the possibilities when invoking subindices.
We also used the measurements to study the influence (on the accuracy of retrieved source strength) of discretionary elements of inverse dispersion procedure: data quality criteria; optimal placement of detectors relative to the source(s); and the impact of alternative spatial representations of the source, supposing one had but partial information in that regard.
Countries meeting data quality criteria were included in the analysis as described in the Materials and Methods section.
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The selection and data-quality criteria for the participating centers were described elsewhere [ 19].
In order to help create the data quality diagnostics criteria for geometric errors easily, the classification of the quality criteria based on their geometric algorithms is also proposed.
The analysis of survey data collected from 147 genomics scientists found that curators of genomics data valued quality criteria that can be assessed through direct examination of the data more highly, while end users placed a high value on the quality criteria that can be assessed indirectly, such as believability.
Following the application of the data quality control criteria, the dataset consisted of a maximum of 982 cases and 5574 controls with a genotyping success rate of 99.9% in the remaining samples.
For assays that failed the data quality control criteria, which include the grade D assays and possibly the grade C assays listed in Table 3, replacement assays that measure the same biology (same NR in this case) need to be selected with alternative cell types, assay technologies (e.g., luciferase instead of bla), or readouts (e.g., luminescence instead of fluorescence).
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