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Treatment in small hospitals (<250 beds) compared with larger facilities (≥1000 beds), for example, was predictive of IV-to-oral antibiotic switch and fewer IV line days.
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Coping style, for example, is predictive of the ability to control or adjust pain [ 25] and a higher ability to control pain might result in a lower number of physical therapy treatment sessions.
Besides illustrating the application of the model, the example was used to test the surrogates' predictive accuracy and the impact of different parameter values on the algorithm's performance.
For example, temporal lobe abnormalities were predictive of HSV encephalitis.
For example, FAS expression levels are predictive of poor prognosis in breast and prostate cancer (Kuhajda, 2006).
For example, wives' alcohol use is predictive of husbands' drinking levels after marriage, whereas prior to marriage, husbands' drinking is predictive of wives' consumption levels [ 32].
For example, high Ki67 expression is predictive of worse prognosis in the absence of any systemic therapy in ER+ cancers, but at the same time it is also predictive of higher sensitivity to chemotherapy.
These data indicate that the level of expression of some AMP genes, for example, AttC and possibly Mtk, is predictive of death following traumatic injury.
A nice example is the recent predictive fitness model for influenza, which couples the fitness values and frequencies of strains with molecular evolution modeling on an influenza stain genealogy for haemaglutinin gene [ 93].
For example, a user's gender could be predictive of how they use Twitter and, hence, how valuable their tweets are for social sensing.
However, in some cases the changes had unambiguous consequences for gene expression and could therefore be predictive of, for example, cancer phenotypes.
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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