A screening funnel. In this hypothetical example, a primary screen is followed by a dose–response confirmatory test, and finally the confirmed actives are visually inspected to identify active molecules with chemically favorable structures. The numbers in this example are similar to those observed in typical NIH funded screens deposited in PubChem. More complex workflows include additional assays which might ensure molecules are selective or work by a particular mechanism.