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One could question the organization of these writings, which are categorized by topic -- "HC in Person," "Contemporaries," "Music of the World's Peoples," "Music and the Other Arts," "Theory and Music History," and so on -- each of which ranges over some 40 years of often overlapping articles.
This also explains the low number of matches between InSiGHT and COSMIC within the 40 overlapping articles.
Average scores were taken for the four overlapping articles (Article numbers 1, 2, 3 and 4).
We examined the authors' names and affiliations carefully to avoid duplicate data or overlapping articles.
Randolph's kappa statistics (Randolph, 2005) was used to calculate the overall agreement among the assessors for the four overlapping articles.
41 After the removal of overlapping articles and those that did not meet the inclusion criteria, a total of 15 articles including 29 studies were finally included in our meta-analysis.
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The drug disease corpus (78 263 articles) was parceled into 4 files according to the system-of-interest text mined by Pfizer: 22 651 articles (cardiovascular), 42 311 articles (neurological), 13 131 articles (renal) and 6 277 articles (hepatic), with many articles overlapping for more than 1 disease category.
Overlapping or unrelated articles were excluded, and items from hand-searched bibliographies were added.
Two of the evaluators were given four non-overlapping articles and one of the evaluators was given four articles such that half of the articles match the first evaluator and the other half matches the second evaluator.
Eleven studies were excluded for specified reasons (6 articles with overlapping data of the same population resource, 2 articles with Down syndrome individuals as cases, and 3 articles with insufficient data).
The second dataset consisted of 11 237 articles that do not overlap with the articles in the training dataset, and was used for evaluating the click-word model.
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