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For example, the class 1.1 and 2.1 curves were still the most reproducible (75% reproducibility) among the agonist curves, but they were much less reproducible than the corresponding antagonist curves (–1.1 and –2.1), both of which had > 95% reproducibility.
We noted above that LC-MS/MS is much less reproducible than fragmentation by GC-MS (see Figure 2).
All three methods demonstrate similar patterns of Sensitivity and Precision, however, Limma analysis produces much less reproducible results.
Further, diagnosis of CIN2 is much less reproducible than CIN3 because of the difference in the natural history of CIN2 from that of CIN3 [ 42].
For example, images collected from Indian women in Chennai, where the darkest tones predominate, led to much less reproducible data, requiring rechecks by manual counting and sizing: detections were validated as efficient.
These results indicate that rodent carcinogenicity assays are much less reproducible than previously expected, an effect that should be considered in the development of structure-activity relationship models and the risk assessment process.
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Very thin structures with characteristic dimensions much less than 100 μm are reproducible.
The reproducible components exhibited much less trial-to-trial variability than the raw data from even the most activated voxel.
Although much less dramatic than the synthetic interaction between sodB and recA, this result was reproducible and statistically significant.
Although substantial efforts have been invested in studying the statistical power of differential gene expression [16], [17], much less is known currently about the power of testing molecular signatures for statistically significant (hence reproducible, "real") signal.
In AI's case, as we see from that Wired piece, even experts can't agree on what the technology needs, much less exactly how it works, much less explain step-by-step how it arrives at its (not always be reproducible) results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com