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The Cochrane Library, which conducts "gold standard" systematic reviews of research, focused on 34 medical trials involving 2,876 couples.
Consequently, the version of ChER driven by this particular model can recognise only systematic names, and was thus evaluated only against the gold standard systematic name annotations in the SCAI pilot corpus of 100 abstracts (SCAI-100).
43 In relation to producing usable evidence, we need to identify how to balance gold standard systematic reviews with pragmatic, rapid reviews that gain in timeliness and accessibility what they lose in depth and detail.
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Individual participant data (IPD) meta-analyses are commonly described as the gold standard of systematic reviews.
Such annotated corpora serve both as training data for machine learning (ML) techniques [ 11, 12] and as a gold standard for systematic evaluation of new methodologies.
Although we did not perform independent, dual data abstraction (the gold standard for systematic reviews), we employed a rigorous quality review of abstracted data, and we do not believe that this approach compromised the accuracy of our results.
Since the removal of at least 10 axillary nodes represents the gold standard for systematic axillary staging, we dichotomized the number of removed lymph nodes using 10 nodes as the cut-off.
Evidence-based guidelines offer a clinically relevant gold standard and, like systematic reviews, are based on the systematic identification of relevant scientific evidence to safeguard against bias [ 33].
We restricted our search to interventions tested in RCT trials in order to meet the general gold standard of a systematic review.
Most research on search filters has tested the developed search strategy against a defined set of references from a hand search (gold standard) or other systematic reviews (quasi-gold standard) [ 1, 15- 24].
We have validated these laboratory and computational methods by typing HapMap individuals with high accuracy, and in some cases, provided corrections to the SSO-based gold standard database after systematic review and validation A set of 270 samples were selected from the original HapMap collection, and consisted of 90 Yoruban, 90 European, 45 Chinese and 45 Japanese individuals (Table 1).
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CEO of Professional Science Editing for Scientists @ prosciediting.com