Each individual episode of critical illness produces a mushroom cloud of data, most of which dissipates without being recorded at all (think realtime infusion rates of vasopressors and continuous ECG monitoring). A few large databases capture outcomes data from multiple participating hospitals (like the National Inpatient Sample), and the new