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Table 4 Costs of outcomes when making a decision based on a risk threshold

From: Three myths about risk thresholds for prediction models

 

Diseased

Not diseased

Intervene (predicted risk ≥t)

CTP = 15

The cost of detected/treated disease, e.g., risk of death or severe morbidity despite detection, plus the cost of intervening

CFP = 5

The cost of an unneeded intervention, e.g., invasiveness of testing, complication risks of treatment

Do not intervene

(predicted risk <t)

CFN = 95

The cost of an undetected disease, i.e., the risk of death or severe morbidity

CTN = 0

The cost of applying the risk model