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For screening purposes, a moderate incubation time (e.g., 15 min) is recommended to achieve good resolution and a sufficiently high maximum predictive limit for half-life.
First-order reaction kinetics revealed rapid changes of predicted half-life from percent remaining of the parent compound at the inflection points, suggesting a maximum predictive limit for half-life.
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Otherwise, enormous effects made by the statistical approach eventually may end up with failure of reaching the ultimate goal, since the maximum predictive power of the models is limited by the correlation between clinical phenotype status and gene expression profile.
Zhao et al. [ 6] investigated a number of models for predicating cancer overall survival using gene expression profile from microarray data and found that the maximum predictive power of each model is limited by the correlation between endpoint and gene expression.
Evidence that a bound on maximum predictive accuracy exists can be found in heritability.
Moreover, due to the unexpected nature of a considerable part of health related events, the maximum predictive capacity for any risk-adjustment system is limited.
For various clinical endpoints, the maximum predictive powers of different microarray-based models are limited by the correlation between endpoint and gene expression profile of disease samples as indicated by the consistency degree score.
The maximum predictive power of expression for copper sulfate is 58% considering the 10 most predictive transcripts, while the maximum predictive power of genotype is 93% considering only the single most linked genetic marker.
The maximum predictive accuracy of expression for pentachlorophenol is 69% considering the 500 most predictive transcripts, while the maximum predictive power of genotype for it is 90% considering the single most linked genetic marker.
The maximum predictive power of expression for tetrachloroisophthalonitrile is 65% considering the 500 most predictive transcripts, while the maximum predictive power of genotype is 90% considering only the single most strongly linked genetic marker.
HGT: Horizontal Gene Transfer; rRNA: ribosomal Ribo-Nucleic Acid; indel: insertion-deletion; MPP: Maximum Predictive Partitioning.
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