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While web-based predictions are easy to use on the small scale, it severely hampers large-scale predictions and makes a direct comparison of individual methods difficult.
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Putting an end to rehashing, second-guessing, and catastrophic predictions is easier said than done.
Unlike Isaac Newton's clockwork universe, where everything follows clear-cut laws on how to move and prediction is easy if you know the starting conditions, the uncertainty principle enshrines a level of fuzziness into quantum theory.
On a trauma population without an ISS limitation, we proved that all three scores had slightly better AUROC results, because outcome prediction is easy in the group of patients with minor injuries.
The spring season in India owns a pleasant weather and the prediction is easier during this time of a year.
The rules are parsimonious; they encourage testing and enable spatial prediction; and are easy to update.
However, as also stated by the UKPDS, there is a need for risk prediction models that are easy to use in daily clinical practice and are based on large surveys obtained from the general type 2 diabetic population, reflecting the normal patient clientele with various durations of diabetes.
The predictions of these models are easy to comprehend, as long as the number of features that are employed for predictions is not too large (e.g. the size of the decision tree is reasonably small).
But predictions are not easy.
Some clinically important prediction problems are easier to solve than others.
Functional predictions are often easier to make and certainly producing the proteins encoded by these genes in fully functional form and hence available for biochemical testing is generally quite facile.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com