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These four countries were selected on the basis of 1) high levels of HIV/AIDS prevalence rates and 2) the presence of data for the potential explanatory variables.
The presence of data for blood pressure or cholesterol concentration, or both, in the five years before the query date was defined as a non-zero value recorded in a value field linked to a relevant Read code for blood pressure or total cholesterol concentration.
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Instead, we describe a metadata cataloguing system and a software suite for reporting the presence of data from the life sciences domain.
Presence versus absence of data for each scale will be compared across demographic and clinical characteristics to identify particular groups of individuals that may have a higher propensity for missing data.
Since the intervention was allocated at the level of the clinic, to assess for the presence of data clustering, we calculated the design effect.
The abstracts of all articles were used to confirm our target population (patients undergoing cardiac surgery), and the corresponding full-text articles were reviewed for the presence of data with postoperative PCT levels.
The abstracts of all articles were used to confirm our target population (patients with VAP) and the corresponding full-text articles were reviewed for the presence of data comparing a diagnostic test to a 'gold-standard'.
The abstracts of all articles were used to confirm our target population (patients with CAP), and the corresponding full-text articles were reviewed for the presence of data evaluating the outcomes of adult non-immunocompromised patients with severe CAP treated with systemic corticosteroids.
The presence of annotated data for both BCRP inhibition and P-gp inhibition was encoded into four classes using the label-powerset method (see "Methods" section).
We also evaluate our solution in the presence of missing data, for sequential trials, and with the addition of randomness.
However, the results obtained after multiple imputation based on the parsimonious model were surprisingly similar to those obtained with the full model, even in presence of scarce data for the CES-D scale.
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CEO of Professional Science Editing for Scientists @ prosciediting.com