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Using Machine Learning and Natural Language Processing, this project develops the first automated measure of Pain Care Quality derived from primary care provider progress notes and subsequently validates the measure by examining its association with use of complementary and integrative health approaches and implementation of the stepped care model of pain management.
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The resulting model was subsequently validated utilising the validation set.
The local recurrence profile and its associated threshold value were subsequently validated on the validation set.
The relevance and autonomy of these mechanisms has been subsequently validated using purposely designed experiments.
A PPK model was developed and subsequently validated.
Predictions of structural transitions are subsequently validated in experiment.
The resulting mitochondrial assembly was subsequently validated, by mapping all sequence reads against the inferred mitogenome using BWA mem27.
Discrepancies between simulations and experiments led to predictions about kinetic parameters of specific enzymes that we subsequently validated.
We applied a traditional terminology extraction methodology to identify candidate terms, which were subsequently validated by legal experts.
The processed food industry has an ignoble history of actively defending its use of controversial ingredients long after well-documented, subsequently validated, suspicions have been aired.
The numerical findings were subsequently validated by the wedge tension test.
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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