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For a diagnostic test of a certain disease, 1 denotes the probability that the diagnosis is positive given that a subject has the disease, and

For a diagnostic test of a certain disease, 1 denotes the probability that the diagnosis is positive given that a subject has the disease, and 2 denotes the probability that the diagnosis is positive given that a subject does not have it. Let denote the probability that a subject does have the disease. Given that the diagnosis is positive, what is the probability that a subject does have the disease?

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