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On-demand data validation runs against full database, by patient, by investigator site, or by batch number. |
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Re-usable code from a Master Rules Library. |
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Powerful support for programming data validation rules avoiding the need for advanced programming skills. |
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Fully automatic Data Dictionary driven data validation for: |
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- Numeric data: 2 ranges of clinical plausibility |
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- Conditionally Required Fields |
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- Automatic detection of missing data with decoded classification categories |
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- In-Line Validation strings and Valid value table lookups and Codelists |
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- Visit date sequencing and Multivariate relative Date and Time checks |
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- Statistical tests for outlier values using distributional t-test or percent change |
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- Full partial date & time handling including automatic tests for improbable partial dates |
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Four separate databases of validation error logs |
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Special log for data validation edit check failure for Key or Critical variables |
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Built-in fraud detection algorithms |
