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pUL135 is exceptionally proline-rich (60 of 308 amino acids [aa]), contributing to predictions that it contains 22 potential SH3 binding sites and is 80% "structurally disordered".
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The final model explained 75% of the variance in intention scores, with ethnicity significantly contributing to prediction.
The final model (step 4) explained 75% of the variance in intention scores, with ethnicity significantly contributing to prediction.
Variable importance measures (VIM) produced by RF were elicited to quantify the relative importance of genes in contributing to prediction accuracy (Fig. 3).
In our study, the only variable contributing to prediction of family member ratings was prescription of antipsychotic medication, accounting for 5.8% of variance.
Here, we propose a method to assess the "degree of humanness" of antibody sequences providing a tool that may contribute to predictions of antigenicity.
Floods, heat waves and the price of oil running at $140 per barrel have contributed to predictions of a stock market crash, but the investment climate is probably stable enough to avoid that.
We have identified both overlaps and differences in the risk factors that contribute to predictions of risk of violence and self-harm.
In addition, we analyzed how seed dispersal and interspecies competition contributes to prediction uncertainty.
Various features such as drug response, and target networks may contribute to prediction of synergistic drug combinations.
Knowledge of the relationship between diversity, environmental variability, and top-down control will contribute to prediction of how zooplankton and pelagic nekton diversity and ecological interactions will respond to environmental change and removals of zooplankton predators through fishing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com