“…To optimize practice, James et al leveraged published studies that had demonstrated improved clinical outcomes, including the POSEIDON (Prevention of Contrast Renal Injury With Different Hydration Strategies) trial, which showed that in patients with chronic kidney disease and 1 or more comorbidities, fluid administration guided by left ventricular end-diastolic pressure was associated with a reduced risk of AKI. Another controlled study aimed at initiation of kidney replacement therapy for patients with AKI, which was based on a similar rationale of variation in clinical practice influencing outcomes, showed that implementation of a point-of-care algorithm (122 patients) compared with a sham control (102 patients) was associated with reduced intensive care unit length of stay, hospital length of stay, and use of kidney replacement therapy in cases of physician-perceived treatment futility.…”