A clinical field guide for the gravity IV drip rate calculation: when the drop factor (10/15/20/60 gtt/mL) decides the rate, when the rounding drift compounds across the bag, and why vasoactive and pediatric infusions always need a pump, not gravity.
A pre-release diff between dev, staging, and prod is only as good as its tree view and its secret-masking. Three drift classes, four aggregation rules, and one mask toggle decide whether the report is safe to share.
Five inputs, three bands, one answer. The Reticulocyte Production Index is the corrected, maturation-adjusted score that tells you whether the marrow is responding to anemia — or merely being asked. Field guide with three worked examples, seven clinical edge cases, and the canonical formula.