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The final collated dataset, averaging all replicate subsamples and excluding outliers, comprises 78 analyses.
The coding error percentage was negligible at 0.05% across the collated dataset.
The anonymised collated dataset was also verified by researchers attending the GP practices to ensure accuracy following data manipulation.
A correlation (Calu-3 Papp [10−7 cm/s] = 0.5881*Caco-2 Papp [10−7 cm/s] + 4.5594; r = 0.76) between permeability in Calu-3 and Caco-2 cells was observed for the collated dataset (Supplementary Figure 1).
As neither Hinkley et al. (1987) nor Smith et al. (1983) reported significant increases in Ba in more dilute and/or acidic leachates from MSH tephra, saturation effects have little impact on our collated dataset.
The collated dataset covered a spatially contiguous area, ≈2,750 km × 850 km, and included the infection status of 27,939 school-age children in 418 randomly selected locations.
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Previous authors have suggested that falls may be "habitually" reported,[ 7, 8] and have implied that they have collated datasets without missing falls data.[ 11, 12] Yet the present research brings such assumptions into question given the numerous comments which imply that staff members do not adopt the principle of reporting all falls on incident reports.
The One Mind for Research project is leveraging these sorts of efforts, with the goal of collating datasets from several thousand traumatic brain injury (TBI) subjects from participating trauma centers and emergency room locations, as well as developing a registry over time of 25,000 patients seen for a suspected TBI and their computerized tomography (CT) scans [ 36].
Processing a single chromosome and sample took between 5 min and 4 h (chrY vs. chr1), and a final merging step to collate datasets from all samples into one tally file took up to 35 h to complete when using compression.
We collated a dataset of 13 693 trees from 390 plots in wood-pastures from eight different European regions (western Estonia, eastern Greece, northern Germany, Hungary, northern Italy, southern Portugal, central Romania, and southern Sweden), including tree diameters at breast height, tree density, management type, and tree species composition.
SC collated the dataset, tested the various genotyping approaches and wrote the first version of the manuscript.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com