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Hence, the baseline HIV genotype (from which most predictors are derived) ceased to determine the clinical response at later points in time.
The predictors are derived from a description of the localization of a sequence in sequence space in terms of either distance measures, phylogenetic distance estimated from splitstrees or clustering step.
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All climate predictors were derived from WorldClim version 2 climate data, downloaded from http://worldclim.org/version2.org/version2
All models were developed using scikit-learn [23], using default parameters unless otherwise indicated, and inductive conformal predictors were derived utilising the nonconformist package [24].
Candidate predictors were derived from the depression treatment literature in diabetes (12) and psychiatric samples (11).
These seven predictors were derived from a total of nine unique questions, which are provided in the Supplemental Material [ Table 3 (http://dx.doi.org/10.1289/ehp.1104447)].
These clinically intuitive predictors were derived from data that are available at initial presentation in the emergency department, including age, physical examination, laboratory analyses, CR and abdominal ultrasonography.
Facility -level predictors were derived by aggregating patient characteristics by facility (N = 140) and enabled examination of the relationship between overall facility characteristics and MOVE!® utilization.
Crude odds ratios (OR) of all positive composite predictors were derived for the dependent variable "presence of injuries on CT (yes, no)".
Using data from all the measures mentioned, an extensive set of predictors were derived taking into account the hierarchical nature of data distribution: neighbourhood level variables (level 2) and individual level variables (level 1)— table 1.
A suboptimal Smith predictor is derived.
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