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The toolkit had excellent inter-rater reliability and few items with narrow spread of response.
When these outliers were excluded the spread of response pairs mirrors that of GP visits (not shown).
For the clonogenic survival end point, LCL survival may cluster more than expected compared with non-transformed but cycling B-cells, which can show a wider spread of response (Maneerat et al, in preparation).
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Taking an 'open response' approach, however, means that quantitative analysis (e.g., significance testing to see if there is an increased/decreased likelihood of certain groups responding in certain ways) may be unreliable due both to the spread of responses and the small number of cases in each category.
While risk researchers have emphasized the variety of social and symbolic channels that play a role in the spread of responses to risk and threats, these findings suggest that many of these social relations are nonetheless grounded in concrete, physical relations.
Adaptation was the same as for WT flies; the spread of responses narrowed in photoreceptors (Fig. 4B; x-axis) and widened in LMCs (y-axis) with the most probable synaptic gain (white lines) increasing with time.
The questionnaire replies were used to generate a spread of responses.
Scatter plots were used to assess the spread of responses for frequency data.
Strategies to obtain a wider spread of responses are recommended, such as adjusting the wording or response categories and range.
It would have been instructive to know the spread of responses (e.g. types of species dealt with).
Feelings of loneliness were asked about with a similar spread of responses; 'always feel lonely' to 'never feel lonely'.
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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