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Depending on how well the emergent outcome fits colony needs, colonies will achieve lower or higher fitness, i.e., they will produce fewer or more reproductive individuals.
Although the predictive algorithms will produce a continuous risk score, the use of a categorical outcome fits with the final binary decision process (to treat or not to treat) based on the risk score.
Hence, a disparate collection of signals triggering the same functional outcome fits within a framework that encompasses their ability to trigger the release of proinflammatory cytokines, with the capacity to kill pathogens through innate immunity, but also, in excess, to cause disease.
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The outcome fitted to form: falling behind by huge margins only to rally and ultimately come up short.
Basso, on the other hand, was ebullient at the finish since the outcome fit perfectly with the new leader's strategy.
The first example is about an outcome (fit body), the latter is about a way of life (being active and taking care of yourself).
Alan Palomo's spacey vocals combined with the static, epic feel of the Flaming Lips makes this outcome fit to narrate the journeys of nomadic tribes living within a Dali painting (that's a good thing).
The results in healthy controls and in infants suffering hypoxic ischemic encephalopathy but not ominous outcome fit with previous observations [15], [16].
For both age groups, and both blood glucose measures, a three-class outcome fit the data best.
To deal with variation in case mixes over time at two levels (patient and unit), we conducted a sensitivity analysis for our main outcome fitting a generalized linear mixed model, achieving the better fit for correlated responses, in particular for the analysis of our longitudinal and clustered data.
Trends over time (according to both chronological and gestational age) will be explored using a mixed effects regression model for each outcome fitted to the continuous age measurement with a fixed effect of time (age) and a random effect for individuals to allow for the repeated observations on each infant.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com