The likelihood ratio is a statistic that compares the probability of a particular test result in patients with the disease to the probability of that same result in patients without the disease. It provides a way to assess how much a test result will change the odds of having a disease, making it a crucial concept in evaluating diagnostic tests and understanding their effectiveness. It is influenced by both sensitivity and specificity, allowing for a more nuanced interpretation of a test's performance through various scenarios.
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