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The model trained on CHEMDNER data was proven suitable even for recognising mentions of drugs, which comprise a more specific chemical type (Table 5).
Classes typically consist of more specific chemical categories with more specific and recognizable structural features (pyrimidine nucleosides, flavanols, benzazepines, actinide salts).
In the game, the player is tasked to produce one or more specific chemical molecules via an assembly line by programming two remote manipulators (called "waldos" in the game) that interact with atoms and molecules through a visual programming language.
For example, the KEGG database includes a general representation of yeast sphingolipid metabolism, while recent suggestions for changes to Yeast 4 include more specific chemical species [ 20].
In each of the assays the analyzing apparatus is tuned for one or more specific chemical classes and stable isotope labeled standards are used to facilitate concentration determination.
Since the initial establishment of the tiered, structure-based TTC values developed by Munro et al. (1996), some effort has gone into recognizing finer categories of toxicity, resulting in the publication of additional threshold values for more specific chemical classes (Table 1) (Kroes et al., 2004; Felter et al., 2009).
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The process of defining more specific quantum chemical definitions, adding them to dictionaries and extracting them consistently from the results of the various software packages can then proceed in an incremental manner, adding additional value at each stage.
Use of decoy oligonucleotides and RNA interference technology to modulate the expression of proinflammatory genes are more specific than chemical inhibitors.
Another phenomenon more specific to chemicals relates to the use of systematic and formula names.
Recently, a more specific and quantitative chemical composition analysis for distillation fraction II of Ylang Ylang oil reported methyl benzoate (34%), 4-methylanisole (19.8%) and benzyl benzoate (18.9%) as the major components [46].
Among the different strategies, the use of a protective antibody as a countermeasure appears the most suitable therapy since antibodies are less toxic and more specific than other chemical drugs [14].
More suggestions(15)
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com