Initially, we planned to include data from only the first 3 d of recorded symptoms to develop a prediction rule for identifying a viral URI in a child. Ultimately, data from the first 4 d of symptoms were used to develop the prediction rule because inclusion of information from day 4 on symptoms improved the precision of the rule. Inclusion of data after day 4 did not increase the accuracy of the prediction rule.