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Figure 1 shows the steps that were performed to condense and refine the dataset and includes examples of exclusions, so that only injuries that occurred within fitness facilities were included in the dataset to be analysed.
We used the following way to refine the dataset.
In view of this, the similarity scores based on fingerprint ECFP_4 were used to refine the dataset DS1 by setting the threshold 0.7, thereby obtaining the dataset DS2.
To further refine the dataset and reduce the number of false positive among the CRUFTS, we compared a number of parameters for the CRUFTS with those from the known ncRNAs.
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While this introduces false positives, the hairpin loop prediction that follows (see below) further refines the dataset, thus compensating for this "loose" reporting parameter.
Phenix.refine (Afonine et al., 2005) and REFMAC (Murshudov et al., 2011) were used to refine the model against the native dataset with manual building done in Coot (Emsley and Cowtan, 2004).
The starting structure of HI-6sarinnonaged-mAChE was taken and modified from an early crystal structure that was partially refined from the dataset with 1-minute exposure to HI-6.
This procedure applies the RST to extract IF-Then rules from the linguistic land degradation datasets, and to refine the extracted rules through remove the rules with low support value for FRBIS implementation.
A further purpose of ULIS-II was to develop and refine the e-CRF for capturing a standardised dataset.
Interviews were piloted with three participants in order to refine the topic guide and the three pilot interviews are included in the dataset.
The NCBI dataset allowed us to confirm, expand, and refine the results from the Broad Institute based pilot study.
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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