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As we treat each interaction type as a separate binary variable, it is possible that two inconsistent interaction types (e.g. 'direct' and 'indirect') can be both yielded by our RBM model.
Despite the standards prescribed and adhered to by the source databases, extensive manual curation was required to remove inconsistent interaction type or experimental method descriptions for the same Pubmed ID across multiple databases.
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In gist, this estimation-determination [ 50] based evolutionary algorithm removes inconsistent interactions, by iteratively sampling the probability distribution of positive circuits and individual interactions within the subpopulation of the best-pruned networks.
Complex and inconsistent interactions of nutrients and algal biomass in agricultural streams underscores the need to include additional biological indicators of nutrient enrichment, such as algal, invertebrate, or fish assemblage indicators.
They included a lack of systematic assessment of core key competencies and continuity of clinical care; poorly organized training schedules and job assignments; large variation in clinical exposure; limited opportunities for feedback on trainee performance; inadequate or inconsistent interactions with senior physicians and supervisors; and a haphazard and arbitrary evaluation framework.
However, there was inconsistent statistical interaction; in some studies the joint effect was more than the product of the individual effects, in other studies it was less.
We found inconsistent results regarding interaction on a multiplicative scale; in some studies this interaction was positive, while in others it was negative.
These include inconsistencies in KGML files supplied with each pathway image, such as absence of event or entity labels (e.g., links to other pathways or biological process labels), reversed directions for some associations, absence of some interactions, and inconsistent representation of compound interactions.
There is inconsistent evidence of interaction between stressful events and a serotonin transporter promoter polymorphism (5-HTTLPR) in depression.
Lastly, practical challenges involve the fact that the requirements are not clear and precise, the priorities are not sorted and are inconsistent and that interaction is restricted.
Generated problem: This defect may make the user interaction inconsistent from the requirements point of view (e.g. the content "u: play again" regarding the scene that is outside the context of the interaction in the game, such as the "see positive ending" scene).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com