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For example, a prediction equation can be the following linear form (Eq. 7).
For example a prediction stating that atoms {1, 2, 3} and bonds {1, 2, 3} are identified as ACTIVATING with no other relationships found would identify that the removal of those atoms and bonds would result in the query structure no longer being considered active.
For example, a prediction that would rely on generating molecular dynamics simulations for a peptide of interest is simply not practical.
For example, a prediction error from the hippocampus could be transmitted to midbrain-striatal neurons along pathways that do not initially include the prefrontal cortex.
For example, a prediction of a germline mutation for the Penn model would change an individual's pre-test mutation probability from 40 to 58%, whereas using the Manchester model it would increase from 40 to 47%.
For example, a prediction model with r L 2 = 0.3 would have AUC 0.89 (Supplementary Fig. 8), but assuming a population prevalence of 0.005, then of the 10% (1%) of individuals with highest predicted risk, only 3.2% (9.6%) would be expected to develop epilepsy.
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20– 22 As an example, such a prediction model has been developed for estimating the long-term risk of VTE in general practice.
For example, when a prediction model developed in participants aged 30 to 60 years is evaluated in participants aged 50 to 80 years, this should be fully acknowledged.
A good example of a prediction model that has been inadequately reported, making evaluations by independent investigators impossible [ 36, 37], yet appears in numerous clinical guidelines [ 4, 38] is the FRAX model for predicting the risk of osteoporotic fracture [ 39].
For example, if a prediction model estimates the probability of a patient having a disease equal to 40%, it is unclear whether this patient should receive treatment or not.
The YfiP model is an example of a prediction of an unusual structure that is indicative of function and cannot be predicted by co-evolution or conservation alone.
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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