Testing and quality checks
Validation & QA
UnifiedACB uses automated and manual checks to make sure medication identity, source scores, missing values and Ask answers behave as intended.
112/112 frozen Ask benchmark
104,858 additional Ask test queries
335,687 Ask assertions
0 current Ask failures
What is tested
Testing covers medication aliases, source-specific questions, explicit zero versus not listed, route and formulation wording, multi-medication comparisons, safety boundaries, malformed questions and attempts to expose non-public source data.
What testing cannot prove
Passing automated tests does not make an anticholinergic scale a diagnostic rule and does not replace external clinical validation. Live browser performance is also checked after deployment.