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Shieh and Svec's next step was to create a set of alerts to increase awareness about levels of care.
Toyota vehicles, for example, beep externally three times, and once inside, to inform drivers getting out of a vehicle that the motor is still running, a set of alerts that meets the voluntary standards.
We define (hat {A}_{E_{in}}) as the set of alerts in E in.
The ML system was trained on 260 labeled samples and tested on a separate set of alerts.
MUSE will also provide greater visibility into the set of alerts that are responsible for an entity's low reputation, offering insights into the root cause of cyber attacks.
Surfacing a wider set of alerts could attract more business-minded consumers, in contrast to the general opinion that the HTC First and Home are for teenagers.
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Senior Pentagon officials said Tuesday that Mr. Rumsfeld was readying another set of alert orders for reservists to prepare for possible duty in Iraq next year, and that 2,000 to 3,000 additional active-duty marines might also be added to the rotation of forces entering Iraq next year.
To test this hypothesis and the usefulness of detecting such changes as a predictor of epidemics, we defined a set of alert thresholds on the basis of the slope of the natural logarithm of the number of normalized cases.
We defined a set of alert thresholds based on the slope (M ht) of the natural logarithm of the number of normalized cases: M ht = L ht – L ht-1 The threshold is exceeded when M ht > m, where m = 0.2, 0.3, 0.4, or 0.7, which approximately corresponds to 25%, 35 %, 50 or 100% increase relative torprevious week's number of cases.
Most of the focus on reducing override rates in CDS systems considers strategies such as the customization of third party providers' sets of alerts [ 25- 28], implementation of highly specific algorithms [ 18], and use of tiered severity grading to stratify and reduce the number of interruptive alerts [ 29, 30].
Our objective was to improve clinician acceptance of drug alerts by designing a selective set of drug alerts for the ambulatory care setting and minimizing workflow disruptions by designating only critical to high-severity alerts to be interruptive to clinician workflow.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com