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Proximity plot of first two dimensions of random forest classifier-derived top 10 protein predictor, and distribution of acute respiratory distress syndrome (ARDS; pink) and non-ARDS (blue) subjects from derivation set. A single ARDS subject is misclassified. The independent samples (n = 6, labeled X) are also shown.
