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In this case the clinical dilemma a physician faces when considering treatment is threefold: (1) treat all the patients ("treat all"), (2 treat no patients ("treat none"), and (3) use a prediction model and treat a patient if p ≥ P t ("model").
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Further follow-up analysis will be undertaken to fully evaluate the predictive value of these markers using a prediction model as was used by Chien et al. [ 42].
In this paper, we devise an effective detector for identifying faulty traffic sensors using a prediction model based on Gaussian Processes.
This agonistic effect was further confirmed in silico using a prediction model based on crystal structures.
The best results were obtained using a prediction model based on accelerations in 13-octave bands of pitch vibrations.
On one project, the data science team used a prediction model to help a client marketing company determine how many of its current customers were likely to cancel their paid service, or, in corporate parlance, to "churn". While both the company's business and data science teams shared the common goal to minimize churn for their clients, they interpreted algorithmic results differently.
Therefore, ACVAS also uses a prediction model.
A variety of prediction methods are used to relate high-dimensional genome data with a clinical outcome using a prediction model.
However, depending on what the goals of using a prediction model are, one could easily choose the CFH model as the best one-factor model.
For those using a prediction model, it is important to understand the population in whom the model was developed and in whom the model has been validated.
Using a prediction model for risk stratification as designed in this study, antibiotic stewardship in terms of prudent use of glycopeptides becomes possible.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com