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As "To Murder Sleep" has it, "the Gold Experimental Cup" is won by those who "burn form in its own effigy"; this matters because it's the dream logic of such formal devices as rhyme that rehearses the "other side" ("whereof we cannot speak") of both poetry and life.
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(Broadway audiences got to know Gold's experimental streak with this season's polarizing revival of "The Glass Menagerie").
There is little consensus among researchers about what constitutes a gold standard experimental data set for each particular application (e.g., error correction, genome assembly, microbiome analysis).
Many computational laboratories use simulated data, as they lack adequate resources to generate or access gold standard experimental data when self-assessing a newly developed tool.
The materials in these graphs are (a) aluminum, (b) copper, and (c) gold (the experimental data is adapted from Camacho and Oliva [14]).
The effectiveness of corticosteroids has been repeatedly evaluated using one of the gold standard experimental models for evaluating sepsis, cecal ligation and puncture models [6 9].
Causal inferences have primarily relied on so-called "gold standard" experimental designs, especially RCTs (Campbell and Stanley 1963; Cook and Campbell 1979; Shadish et al. 2002; Campbell Collaboration 2015; What Works Clearinghouse 2015; Shavelson and Towne 2002).
First, we compare instrumental variables (IV) results with the "gold standard" experimental evidence [ 6] in a limited dataset.
The effectiveness of corticosteroids has been repeatedly evaluated using one of the gold standard experimental models for evaluating sepsis, cecal ligation and puncture models [ 6– 9].
The lack of a "gold standard" experimental model is a limitation in all human studies of estrogen effects on muscle function.
Two gold-standard experimental measures of BBB permeability are logBB (the concentration of drug in the brain divided by concentration in the blood) and logPS (permeability surface-area product).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com