The known predictors that are consistently recorded at Intermountain Healthcare facilities and available as structured attributes in our data sets |
SpO2, heart rate, respiratory rate, temperature, age, gender, prior hospitalization, prior intubation, abnormal chest x-ray, low dew point (from the environmental variable data set), rhinovirus infection, coinfection, dehydration, history of bronchopulmonary dysplasia, history of eczema, prematurity, maternal/passive smoking |
The known predictors that are inconsistently recorded in clinical notes at Intermountain Healthcare facilities |
increased work of breathing, poor feedings, decreased feeding, breastfed, abnormalities on auscultation, retractions, family history of atopy, fewer albuterol in the first hour |