Methods of presenting medical test results include a plurality of test interpretation statements automatedly determined from medical test data. Each automatedly determined test interpretation statement includes a specificity value and a reliability value. A normalized quality is calculated for each of the plurality of test interpretation statements. A graphical display is operated to present a graphical user interface that includes a visual representation of the normalized quality of the plurality of test interpretation statements. A test interpretation statement is presented on the graphical user interface after a selection associated with the visual representations of the normalized quality of the plurality of test interpretation statements.
