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As a rule of thumb, the meta-analytic mean of inter-rater agreement between parents and teachers (r = 0.27) (Achenbach et al. 1987) is used as a benchmark of agreement or data quality (Goodman 2001).
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The outputs of these methods have not, however, achieved the benchmark of inter-observer agreement between human experts.
In cases in which the software did not perform at the benchmark of "near-perfect" agreement (kappa > 0.80), we located the causes of poor performance and identified a series of strategies for their mitigation.
Finally, given the sensitivity of the multi-assay benchmark and the degree of agreement with the BEDROC 20) results for the virtual screen, we believe that the multi-assay benchmark will prove useful for the development of improved fingerprints for virtual screening.
We also found that EB and CB-EB guidelines had more points of agreement with our benchmark guidelines (NCCN)[ 6] than guidelines developed using exclusively consensus method.
The extent of agreement was assessed using the benchmark proposed by Landis and Koch [ 35]; a coefficient >0.6 indicates substantial agreement and a value >0.8 near-perfect agreement.
In order to confirm the viability and consistency of BPJ for creating benchmarks, Kappa analysis was used to determine the level of agreement among seven experts.
As a case study, three public benchmarks have been used to empirically evaluate the pattern of agreement of some popular biomarker discovery methods.
Using the within-platform variability as a benchmark, we found that these technology platforms exhibited an acceptable level of agreement.
For calibration purposes, the level of agreement between scores obtained by the examiners and the benchmark one (interexaminer agreement) or taking into account repeated examinations by the same examiner (intraexaminer agreement) is obtained by assessment of a small group of subjects.
We did not have adequate information to fully assess appropriateness of therapy, and the lack of agreement among currently published U.S. guidelines prevents establishing a universal benchmark.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com