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"I always get the paper and always read all of it … "I think it's really important because even if the press officer has correctly summarised the meaning, they still may not pull out of it the same angle, interpretation and quotes that you would.
Of the 77 papers that correctly identified the experimental unit, 86% (75 92%) correctly summarised the data by patient.
For the Cardiovascular GO Annotation Initiative to have a substantial impact in this area of biology, it is important that experts from the cardiovascular community are consulted to ensure that the current accumulated knowledge has been comprehensively reviewed and correctly summarised by the dedicated curation team.
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The ability of the models to correctly classify patients was summarised by their 'area under the receiver-operating-characteristic curve' (AUROC) [ 28], along with their sensitivity, specificity, positive predictive value and negative predictive value.
As several participants did not speak English as their first language, we summarised responses to ensure we correctly understood these before undertaking any further probing.
As summarised in additional file 5, the model correctly predicted 5/6 patients with recurrent disease and 22/23 who are disease-free (P = < 0.001).
As summarised in additional file 3, the model correctly predicted the status of specimens in the independent test spectra dataset with 100% sensitivity and specificity (95% confidence interval: 67.9-99.2%).
These summarised versions or accounts have, in my view, been correctly categorized as second hand, liable to be inaccurate as they also depend on the understanding and views of the reporter or journalist covering the proceedings".
At the conclusion of each main part of the interview, the researcher summarised the content to ensure the participant's perspective was stated and comprehended correctly, a verification process that enhanced the credibility of the study [ 32].
The area under the ROC curve, summarised by a c-statistic, is a measure of the model's ability to correctly discriminate between survivors and non-survivors.
The results of both evaluations (version 0.9 and 1.0) are summarised in Figure 4. Ultimately the final version (version 1.0) was able to correctly suggest drugs of the HDF in 91.6% of all cases.
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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