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Routine validation of data is carried out during quarterly supervision of all sites, through cross-checking of master cards and ART registers, resulting in relatively high data quality.
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Coverage is comprehensive except for one area: the use of bond valences for routine validation of newly determined crystal structures.
There is a continuous need for field evaluations and routine validations of fourth generation HIV tests in African populations.
Tracking provenance in these scientific workflows (57 ) would be important in enabling reproducibility and validation of data analysis routines.
Phase 4. Validation of data quality.
Feb 2018 New paper on validation of data-driven models: Context-Specific Validation of Data-Driven Models.
You need to rethink your framework for testing and validation of data-driven processes.
In the meantime, continued training of HMIS focal persons and routine data validation of paper-based reports can help to minimize these inaccuracies.
This can be seen as "routine validation" or best practice to allow data comparability.
Two recent systematic reviews demonstrated poor reporting of validation studies of data from routine data sources, thereby hampering their utility.
It does low level and flexible data validation, including validation of patient data.
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