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Sensitivity,specificity,LR

Sensitivity:
  • SnOUT: If a test has a high sensitivity and the elicited test is negative, you have essentially ruled OUT the disease.  
  • How accurately the test picks up patients WITH disease
Specificity:
  • SpIN: If a test has a high specificity and the test is positive, you have essentially ruled IN the disease. 
  • How accurately the test picks up patients WITHOUT disease 

Likelihood Ratio (LR):
  • Compares results of patients with disease vs patients without disease
  • More accurate than sensitivity and specificity
  • Helps you derive the post-test probability
  • Takes sensitivity and specificity into account simultaneously 
  • When LR >1 it means the probability of disease increases 
  • When LR <1 it means the probability of disease decreases 
  • When LR = 1, the probability of disease is unchanged 
  • Before ordering a test, eliciting a symptom, or finding a sign, ask yourself: How will the absence or presence of this factor change my post-test probability?

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