medical subject headings, controlled vocab or terms assigned to records to make them discoverable
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diagnosis
a process in which patient data are collected and evaluated to classify a condition, determine prognosis and identify possible interventions
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successful diagnosis depends on using tests that are...
reliable, valid and persuasive
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what is the best evidence for diagnostic tests?
blind comparison of an index test and a reference standard of diagnosis in an appropriate spectrum of consecutive patients
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four steps of diagnostic appraisal
applicability, credibility (internal validity), study results (statistical results), application of evidence
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study applicability
is the sample in the study similar enough to my patient to justify the expectation that my patient will respond similarly enough to the sample (close enough is good enough)
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spectrum bias (selection bias)
refers to the phenomenon that the performance of a diagnostic test may vary in different clinical settings b/c each setting has a different mix of patients (ideally you want consecutive sampling)
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verification bias
only some patients get the reference standard
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study credibility (7 questions for internal validity)
1.) Did the investigators (they) include subject w/ all levels/ stages of the condition evaluated by the index test? 2.) Did they evaluate the reliability of the index test? 3.) Did they compare results from the index test to results from a gold standard comparison? 4.) Did all subjects receive both tests regardless of test outcomes? 5.) were the individuals performing and interpreting each test's results masked/ blinded 6.) was the time b/n application of the index test and the gold standard comparison test short enough to minimize opportunity for change 7.) did the investigators confirm their findings w/ a new set of subject?
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application of evidence to your patient
can you perform the index test safely given your knowledge, skill and resources, does the index test fit w/in the patients expressed values/ preferences, will you use the index test for this patient/ client
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sensitivity
the proportion of individuals w/ the disease/ injury who have a positive test result (aka true positives)
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specificity
the proportion of individuals w/o the disease/ injury who have a negative test result (aka true negatives)
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PPV
the probability of the target disorder in participants w/ a positive test
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NPV
the probability of not having the target disorder in participants w/ a negative test result
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LR+
shows how many time more likely patients w/ the target disorder are to have a positive test result than patients w/o the target disorder
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LR-
shows how many times less likely patients w/ the target disorder are to have a negative result than patients w/o the target disorder
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LR+ > 10
strong positive test result
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LR- < 0.1
strong negative test result
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LR = 1
indicates the test is of little use
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prevalence (pre test probability)
number of patients w/ the target condition in the entire population-- the probability of having the target disorder before performing the test
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what does Sn/ Sp tell you
how many subjects w/ and w/o the target disorder a test can identify
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what do predictive values and LR tell you
how much more likely the target condition is, given a certain test result
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why are predictive values and likelihood ratios mostly used in clinical practice
b/c you use Sn/ Sp of the test before you use it on patient
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SnNout
if you use a test that has a very high Sn and the test is Negative, the test is good at ruling OUT the diagnosis (if the Sn is high false negatives are unlikely)
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SpPin
if you use a test that has very high Sp and the test is Positive, the test is good at ruling IN the diagnosis (if Sp is high false positives are unlikely)
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why do you need ROC curve
to find the optimal threshold when there is a high Sn and low 1 - Sp (high Sp)
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AUC of 1
perfectly accurate test
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AUC 0.5
no discrimination test w/ results equal to chance
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barriers to using the evidence
1.) lack of time 2.) inability to understand stat data 3.) lack of support from employer 4.) lack of resources 5.) lack of generalization of results
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clinical practice guideline
direct recommendations-- systematically developed statements designed to facilitate evidence based decision making for the management of specific health conditions
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intent of a CPG
improve efficiency and effectiveness of health care through the use of summary recommendations about patient/ client management
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strengths of CPGs
informed by a systematic review of literature, provide recommendations to optimize care, assess benefits and harms, change behavior/ practice