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A list of PDB IDs for two curated datasets utilised in this study: ATP-bound cAMP-dependent Kinase ensemble (n = 5) and the Pilot Dataset (n = 1085).
Thus, based on the datasets utilised in this work, one may conclude that out of the two classification approaches (SMM and MMM) tested, the multi-label multi-class model (MMM) is robust and more apt (and should be utilised) for ligand-based target-fishing purposes – the subject matter in this study.
The linking of an EMS trauma dataset to the hospital datasets utilised deterministic and probabilistic matching.
Whether this is a real and widespread phenomenon or simply a result of the unsuitability of the datasets utilised with regard to sampling density is unclear.
All DNA sequence datasets utilised by Baker et al. [ 47] were included in our molecular dating analysis (plastid DNA regions: atpB, matK, ndhF, rbcL, rps16 intron, trnD- trnT, trnL- trnF, trnQ- rps16; nuclear DNA regions: 18S, ITS, ms, prk, rpb2).
The flow diagram of the complete-case datasets utilised in the regression models is reproduced in Figure 2. Descriptive statistics of the variables considered in the regression models are reported in Table 2. Prevalence of upper body and lower limbs complaints are large with upper body symptoms being more frequently reported than lower limbs complaints (45% vs. 30%).
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The ES50 results collected from 14 datasets utilising only the North Sea data clearly illustrates that macrobenthic biodiversity increases in a northerly direction (Figure 2a).
All these analyses suggest that MMM statistically generalises better than SMM based on the ChEMBL17 dataset utilised.
This observation is not surprising and dovetails well with the explanations given in "Methods"—in that section, it was described the reason why the SNB model becomes more biased as the value of L (^{s}) considerably increases beyond the value of L (^{s}) with which the SNB model performs best, based on the the dataset utilised.
The linking of three EMS trauma datasets to the VSTORM dataset utilised deterministic, probabilistic and manual matching.
We analysed S, Cl, Ca and Na and S/Cl, Na/Cl and Ca/S ratios following this treatment and excluded nine outliers from the collated elemental datasets: two from the soluble Ca dataset, two from soluble Cl, two from soluble Na and three from soluble S. The final collated MSH dataset utilised in our study comprises 56 leachate compositions from the MSH tephra deposit.
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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