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Read the full story about the findings here and a further analysis here.
Not surprisingly, the validity of the questionnaire used in this study raises similar questions to those experienced in Likert-scale close-question format questionnaires in general; this aspect therefore requires no further analysis here.
The remaining 387 data sets include two independent subgroups of CA (N = 300, 77.5 %) and NCA (N = 87, 22.5 %) patients and are used for further analysis here.
Further analysis here of gene clusters for the known alkaloids, lolines, indole diterpenes, and ergot alkaloids, showed that these gene clusters contain a striking number of MITE instances from several families.
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The sets of proteins without signal peptides carrying a start codon intron were also subjected to further analysis, and here, some interesting differences were found.
The further analysis made here indicates that, during L. donovani infection, KMP-11 antigen decreases IL-10-producing CD4+ T cells after its delivery via DCs which was more pronounced through DCs compared to the MΦs.
Unless stated otherwise, all further analysis presented here will be based on registered pharmacists with an address in Great Britain, as they are the ones most likely to be available to the pharmacy labour market in Great Britain.
In case of large datasets a sizeable amount of space and memory may be saved if only the variables needed for further analysis are included here.
Further analysis not detailed here indicates that this association results primarily from variations in public spending on education, and therefore it would not be apparent in micro-level analyses within countries.
Further analysis not included here showed that availability by product and by district varied substantially, with some products and districts greatly outperforming others, implying that inconsistency in the supply chain is also a challenge.
Further analysis, not displayed here, showed that the inclusion of these three variables provides only minimally superior performance, not sufficiently large to rule out their statistical significance as more than a spurious result.
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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