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Using a prediction score cut-off that maximised the sum of sensitivity and specificity on the data (0.75), the panel of the markers produced 97.5% sensitivity and 96.3% specificity for NSCLC in the independent validation cases.
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17 18 48 Lastly, although data on fasting and random glucose are recorded to some extent within primary care electronic health records, 25 61 we did not think that these were suitable for use in a prediction score, as they are the basis for making diagnoses of diabetes in this context rather than being recorded in a representative sample of patients at baseline.
Given a test molecule, each target's model is used to obtain a prediction score, and these scores are sorted to rank the targets.
From the residual score vector for individual, we propose the aggregation for elements of the score vector, S i = ∑ j = 1 t S i j, and use that as a prediction score for each individual.
Therefore, to assess the influence of vitamin D status after cancer diagnosis in a larger population, we used a validated prediction score to estimate 25(OH D levels after colorectal cancer diagnosis.
The NetCTL method uses a combined prediction score for MHC class I affinity, TAP transport efficiency, and C-terminal proteasomal cleavage as a weighted sum of the three individual prediction scores.
Second, from the interactome compounds known to interact with the k-th protein (k = 1, 2,…, p), we select an interactome compound with the highest similarity to the query constituent compound and use the corresponding similarity score as a prediction score to assess the possibility that the query compound interacts with the k-th protein.
A prediction score was formulated by using independent risk factors obtained from logistic regression analysis.
WoLF PSORT version 2.0 [ 45] was used to predict protein localization using the higher prediction score for external compartments.
Correspondingly, the prevalence of persons with elevated total CVD risk (using a CVD risk prediction score largely based on the main traditional CVD-RF) tended to decrease over time, whereas the prevalence of the metabolic syndrome doubled.
30 Outside of 'real-time' clinical use, an admission prediction score could be used as a method of controlling for demographics, illness severity, past history, transport considerations and referral source when measuring the propensity of different units (or a single unit over time) to admit or discharge patients, allowing fairer comparisons and controlled evaluations of service innovations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com