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24 Cards in this Set
- Front
- Back
Define Likelihood ratio (for a pos test):
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How many times more/less likely a pos test result is found in a diseased vs nondiseased patient.
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Formula for pos LR:
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Sensitivity
----------- 1 - Spcfity |
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Formula for neg LR:
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1-Sens
------ Sp |
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Define negative LR:
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How many times more/less likely a neg test result is found in a nondiseased as compared to a diseased individual.
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Formula for post-test odds:
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Pretest Odds x Likelihood Ratio
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what is the formula for pre-test odds?
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Prev
----- 1-Prev |
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So if a disease prevalence is 60% what are the odds of having the disease?
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60:40
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What does likelihood ratio do for interpreting Diagnostic testing?
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Moves the estimated odds (probability) toward either end of the scale.
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What is the tradeoff of increasing a test's sensitivity?
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It will be accompanied by a decrease in specificity.
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What feature of a ROC curve will show a most accurate test?
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the closer the curve comes to the upper left corner of the roc space
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What happens as the Roc curve comes closer to the 45-degree diagonal of the roc space?
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The less accurate the test is.
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So a worthless ROC curve is:
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a STRAIGHT DIAGONAL LINE
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What represents the likelihood ratio on a ROC curve?
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The slope of the tangent line at a given cutpoint.
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What will give the highest LR?
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The steepest slope
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What does the area under the ROC curve represent?
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Test accuracy
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4 types of bias in diagnostic testing:
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-Spectrum bias
-Lead-time bias -Length-time bias -Workup bias |
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What is Spectrum bias?
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When the study population has a higher disease prevalence than typical populations.
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What is LeadTime Bias?
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When detecting a disease earlier appears to increase survival duration but it's false.
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What is length time bias?
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When screening is more likely to catch lengthy cases because they are chronic and less rapidly fatal.
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What is Workup bias?
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When patients with pos or neg test results are preferentially referred to recieve verification of diagnosis by the gold standrd
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Why is lead time bias not truly an increased survival duration?
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Because the patient still dies at the same time, just knows they are diseased for a longer period of time.
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If a screening test detects many more slow than rapidly growing tumors what type of bias is it?
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Length time bias.
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What is the 1st level of the Hierarchical model for diagnostic technology assessment?
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Technical quality of the test - ie image quality, lab test reproducability.
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What is the 2nd level of the Hierarchical model for diagnostic technology assessment?
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Diagnostic accuracy of the test
-sensitivity -specificity |