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The Key Number system's headnote classification of case law, started back in the nineteenth century, was and is the creation of humans.
Beyond the classification of case report by scenario-type, sub-themes were identified.
The classification of case reports by scenario-type was checked by a clinical member of the project team (consultant anaesthetist).
Jiang et al. used a machine learning method called random forest to find combinations of genotypes that contribute most to the correct classification of case against control [ 16].
We used a qualitative instrumental case study design based on the classification of case studies by size and intent of analysis [ 25, 26].
Unfortunately, it is impractical to subject all patients to a radical prostatectomy to permit an extensive evaluation and more accurate classification of case status.
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This is the highest standard in the Supreme Court classification of cases, and it places a heavy burden on the federal government or a state to justify unequal treatment.
In an annotation following the Minnesota case beginning at 123 A.L.R. 515, the annotator places the three cases relied on by defendant (Sandy Valley, Bigham and Sweeney) under the classification of cases involving "grading and excavation contracts". We do not think either analogy is strictly applicable to the case now before us.
This lack of translatability is at least in part due to lack of sufficient standardization in definitions and classification of cases of acute kidney injury (AKI), an incomplete understanding of the natural history of human AKI, and a limited understanding of how kidney injury interacts with other organ system failure in the context of systemic metabolic abnormalities.
However, the insights gained should encourage more widespread adoption of statistical approaches to the classification of cases alongside the application of more sophisticated modelling of activity patterns.
Although we have proposed a new method for the classification of cases and the accuracy is satisfactory, there are still many avenues for further research.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com