Prediction models
Some situations favor the use of a prediction model
n When the appropriate interventions are known
– the objective may be to maximize the ability of the model
to identify high-risk and low-risk individuals
–  i.e., maximize sensitivity and specificity
• the proportions of people who have
• and do not have the disease, respectively, who are
correctly classified by the model
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