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To make sure that bioactivity models are as reliable as possible, we chose to limit ourselves to the highest data quality available in ChEMBL (Additional file 1: Figure S3) using only confidence class 9 data points.
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Detailed descriptions of the trial areas, data collection and data quality are available in papers specific to each trial [ 33- 36].
A novel measure of health status that is independent of data quality but available for all patients in the EHR would provide a means to evaluate the correlation between health status and data sufficiency.
No validation of the main outcome measures, three data quality criteria, was available.
The list of data quality controls is available in Supplementary Tables S1 S4.
The main problem with internet is the lack of quality control with large amounts of data of undetermined quality available.
Detailed sampling plans, data collection information and data quality assurance are available in the DHS 2006 survey final reports at http://bvsms.saude.gov.br/bvs/pnds/index.php.gov.br/bvs/pnds/index.php
Complete results of the CGDSNPdb data load processing and data quality check are available online at the CGDSNPdb website (http://cgd.jax.org/CGDSNPdbdb/utils/snp_data_report.php).org/CGDSNPdbdb/utils/snp_data_report.php
Although a full audit of data quality is not available, comparison with the QMAE suggests HES A&E represent 74% of all presentations regardless of cause [ 28].
More station information, including timeseries and data quality evaluation information, is available for BARD backbone sites.
Problems with data collection and data quality however limit currently available methods for Asset Life Cycle Management in their potential to deliver such a deep understanding.
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