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The high sensitivity of this classifier, measured in a biospecimen readily accessible during bronchoscopy, results in a very low probability of lung cancer when the test result is negative, and suggests that physicians might be enabled to confidently pursue active surveillance and reduce risky invasive procedures in subjects without lung cancer.
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When the data is presented to decision-makers in such a visually appealing and useful way, they are enabled to chase and explore data-driven opportunities more confidently.
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Although visual estimation is commonly used in the clinic, it is unlikely to be sufficiently reliable to enable clinicians to confidently either monitor progress between treatment sessions, or compare measurements between clinicians.
The resulting models can be used to confidently identify a significant percentage of the artifactual alerts.
For all conditions tested, >90% coverage of KDM5A1-797 was obtained thereby enabling us to confidently assign changes in HDX kinetics to various protein domains.
While the technology finally enabled scientists to confidently make changes where they want to on a chromosome, it's difficult to use.
This enabled us to confidently select from this list of qualified obstetricians, those whose facilities were eligible to participate in the CY scheme.
The main use of the SEM, however, is to enable the proper identification of the borderline trainees - those whom the examination has not been able to confidently place on one side or the other of the pass mark.
Leadership training enabled them to confidently change their own practice and initiate change in their health facility.
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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