Research has shown that specific biochemical markers are found exclusively in th
ID: 3131880 • Letter: R
Question
Research has shown that specific biochemical markers are found exclusively in the breath of patients with lung cancer. However, no lab test can currently distinguish the breath of lung cancer patients from that of other subjects. Could dogs be trained to identify these markers in specimens of human breath, as they can t- to detect illegal substances or to follow a person's scent? An experiment trained dogs to distinguish breath specimens of lung cancer patients from breath specimens of control individuals by using a food reward training method. After the training was complete, the dogs were tested on new breath specimens without any reward or due using a double-blind, completely randomized design. Here are the results for a random sample of 1283 breath specimens. The sensitivity of a diagnostic test is its ability to correctly give a positive result when a person tested has the disease, or P( positive test | disease). Find the sensitivity of the dog cancer-detection test for lung cancer. (Round your answer to four decimal places.) The specificity of a diagnostic test is the conditional probability that the subject tested doesn't have the disease, given that the test has come up negative. Find the specificity of the dog cancer-detection test for lung cancer. (Round your answer to four decimal places.)Explanation / Answer
a) the sensitivity corresponds to number of patients tested positive and carrying the disease. 562/581=0.9673.
b) The specificity corresponds to no diseases and tested negative. 19/720=0.0264
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