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In this commentary, an analysis of existing practices for defining successful development candidates resulted in a 5 "must do" list to help advance Drug Discovery as presented from a Pharmaceutics perspective.
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The objective of Session 1 was to help establish best practice for defining drug-specific input parameters.
The report also makes some notable recommendations -- to funds, be transparent; to foundations, be bold; to government, be part of it; and to intermediaries, most compellingly, be innovative in aggregating performance data, aligning the buy and sell sides, and creating baseline principles for defining the practice of impact measurement.
This might include: guidance on how to identify positive deviants based on evidence gathered from the existing measurement and positive deviance literature, inclusion criteria for defining deviant practice, and suggested methods for statistically testing the 'deviance' hypothesis.
There's the patronizing practice of defining difficult words for readers, like "cameo" and "sovereign" and the extremely hacky editorial cartoons (labeled "laugh out loud" after "LOL," a popular internet expression used by young people), some of which make fun of kids for being dumb and technology-obsessed.
Other factors related to recording or coding practices, 12 14 15 27 28 for example, new guidelines for defining maltreatment, 14 can also affect ascertainment.
The practice of using microcolumn is appropriate for defining the adsorption parameters and for screening a large number of potential adsorbents.
However, we also consider studies in which the observer properly modifies a given practice for a defined outcome to be measured (a planned variation under controlled conditions [64]) as "experimental".
Secondary outcomes will be analysed using a mixed modelling strategy, accounting for between practice variability by defining practices as random effects.
Recent recommendations have advocated that empirical automatic transfusion thresholds be abandoned in favor of a practice of RBC transfusion only for defined physiologic need [ 10, 11].
In this chapter, some harmonization guidelines and best practices are defined for city officials and other data owners who are interested in providing and working with different spatial and non-spatial data sources.
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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