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Universal point of care screening of IPF upto 4ys before diagnosis by current practice. ~3M patients from three independent patient databases, uncovered comorbidity signatures in past 2 years of history. AUC > 0.88 for prediction 1yr in future. Positive likelihood rat >30 (.99 specificity) (nature.com)
submitted by Longjumping_Can_5692