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Contrary to purely descriptive approaches, generative models are also able to produce instances of the objects of interest, in our case, synthetic instances of discussion threads.
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These data included time from MDM discussion to initiation of treatment, instances of treatment initiation before MDM discussion, clarity of documentation of MDM decision, number of case re-discussions, reasons for delay in discussion or decision making relating to pathology or radiology and the cost of the individual MDMs.
In other instances the discussion of the sophisma could continue with a discussion of related problems, the first of which was often dealt with in an elaborate way.
In other instances, a discussion of advantages and disadvantages is helpful, for example when addressing rumination.
It completely ignores blog comments, for instance, where a huge chunk of discussion on the Web takes place.
Certainly, not all parts of the article directly contribute to this synthesis: for instance, the discussion of the functional roles of introns is only tangentially relevant here albeit important in other respects.
The best-written parts of the book are men talking to one another: for instance, a series of discussions among three exiled Spanish Republicans -- a Communist, an anarchist and a moderate -- arguing the reasons for Franco's victory.
Naturally, there are several entries about drinking and smoking, but some of the topics are less expected: there is, for instance, a discussion of what Sally Draper might have in common with Merry Levov of "American Pastoral," and another essay about how Clark Gable and Humphrey Bogart inspired Don Draper's "sexual alchemy".
The picture of nature as a CA is supported by an epistemological desideratum, i.e., having exact computational models of the physical world (see for instance the discussion of ontic pancomputationalism in Computation in Physical Systems).
Among the articles discussing both fMRI and ethics, and among ELSI articles citing fMRI articles, there were fewer instances of citations relating to the discussion of classic research ethics issues such as informed consent, incidental findings, working with vulnerable populations, and confidentiality than relating to the implications and limitations of neuroimaging research.
Careful examination and discussion of instances of discrepant codings resulted in further refinement and finalization of the interpretation of the coding rubric, leading to an interrater reliability of 82.2% on the next 360 coded items.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com