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The implementation of SetJPDA retains only at most ten hypotheses with the largest a posteriori probabilities to do the reordering procedure by the brute force method.
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The probability to do so is λ and 1 – λ, respectively.
Finally, the corrected p-value of each process Ai is determined as the probability to do better, using the background distribution.
Taken together, the results suggest that some ObL cells, including cells already partially differentiated/maturing, can adopt an adipo/osteogenic fate, but that mature osteoblasts have a much lower probability to do so, at least under the conditions tested.
For instance, an area under the ROC of 0.76 represented a probability of 76 % that a random episode experiencing a very long stay will have a higher predicted probability to do so than a random episode that does not.
It was established by the founding fathers of Population Genetics that a mutation that confers a relative fitness 1 + s does not automatically spread and take over the whole community, but has only a higher probability, called the fixation probability, to do so [ 16- 18].
These results are in accordance with the interpretation that smokers have a risk-taking behaviour and non-smoking women have been found with a higher uptake for breast and cervical cancer screening, 72 74 also smoking individuals who registered as patients in a GP practice for the first time have had a lower probability to do a general health check-up.
And Apple should pat themselves for this because even after all its foibles Windows still rules the roost when it comes to market share, and it will, in all probability continue to do so for years to come, just without the halo around a newly purchased PC.
However, prognoses and probabilities have nothing to do with the future and scenarios are not per se a valid scientific instrument to think about the future.
Prognoses, contrary to the original concept, are assumed to create at least probable knowledge about the future when, in fact, they create knowledge about the past and probabilities have nothing to do with future.
The categories of the IPDAS criteria that were not met include: a description of the positive features (as discussed above a benefits issue card is not included in the deck), presentation of probabilities of outcomes (to do so would have added significant complexity to the design of the tool which in turn would create excess burden on patients with limited health literacy).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com