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The directive on Quality Assurance in Dialysis (QSD-RL) established an external quality assurance programme on the basis of the assessment of certain quality parameters combined with an internal quality management system based on benchmarking parameters in all dialysis practices and centres.
The robustness of our method is well demonstrated by the benchmarking parameters.
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The area under ROC is used as the benchmarking parameter, indicating the higher ratio, the better method performance.
Attention is paid to graphene-based materials for the counter electrode, which may, eventually, meet all the benchmark parameters for a good DSC cathode, i.e. high optical transparency and electrical conductivity associated with high electrocatalytic activity for the redox mediator.
Benchmark parameters and observations are summarized in Table 1.
A total of 35 salient PME features were selected in order for fair comparisons to be made with the benchmark parameters (see Section 'Benchmark parameters'); such dimensionality is inline with those reported in the literature (e.g., [50]).
Frames of 5 s duration are used in order to obtain accurate resolution in the new so-called modulation frequency domain and to keep consistency with the benchmark parameter described in Section 'Benchmark parameters'.
The Additional file 1 spreadsheet contains all benchmark parameters and data, model setup information, and model results.
Section 'Materials and methods' describes the materials and methods used in the experiment, including the proposed and benchmark parameters.
Additional file 1: Excel spreadsheet containing all benchmark parameters and data, model setup information, and model results.
where 'AccPME' and 'Accpeak' denote the accuracy (or sensitivity/specificity) obtained with the proposed and benchmark parameters, respectively.
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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