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The dominant spatial factors for each landscape metric were identified from eleven candidate factors each year after eliminating their multicollinearity.
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Once a metric is identified, the engine can select the best solution path that match the application requirements.
Furthermore, metric thresholds were identified based on the results of this investigation.
Fifty-three data files were excluded from further analysis because they were associated with factors known to impair data comparability (high photomultiplier tube setting on scanner, quality metric outlier) or that were identified to be duplicate submissions.
Using the top-2 metric, 78% of SOMs were identified over a test set of 394 compounds.
To ascertain potential pathways in which Cldn13 may participate, ten genes displaying expression patterns most similar to Cldn13 (distance metric; computed using Pearson correlation [26]) were identified.
No blood samples were identified as outliers in any metric.
It should be noted, however, that not all the hypertensive cases were identified at this time using the metric, but those cases that were not identified typically had fewer comorbidities than those identified.
Genesets were identified using a signal-to-noise metric.
Patient cohorts were identified using the MNCM publicly reported quality metric definition applied to administrative billing data [ 15].
Where duplicate sources were identified we retained the report with most detail and with most information on the primary metric.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com