Notably, the exclusion of all failed compounds resulted in a recall of 94%, 90%, and 84% of the top 100, 1000, and 10 000 true virtual hits for GAK, which is similar to the results achieved initially with SurA (compare Figure and Tables and). Moreover, using the same approach for SurA also improved the recall, albeit only slightly by about 1-2% (Table ).