Urgent Message: There are no consensus definitions for what defines a “positive” urinalysis in the pediatric population. This secondary analysis of data from a quality improvement project in a network of pediatric urgent care centers used a machine learning approach to determine which variables on urinalysis most strongly predict a subsequently positive urine culture. Kari Flicker, BS; Jessica Parrott, DNP, CPNP-PC, CNE; Tammy Speerhas, DNP, FNP-C; Turaj Vazifedan, DHSc; Theresa Guins, MD; Jeffrey Bobrowitz, MD; …
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