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In effect, the data review process is a first order data reuse case: The use of research data for research activity or purpose other than that for which it was intended.
While our approach to providing the ability to the community to participate in crowdsourcing a data review process on ChemSpider has been successful, with hundreds of thousands of annotations of the data and significant quantities of user-generated data deposited to the platform, we are conscious that automated review of the data to generate improvements in data quality is still feasible.
It is important to mention that the findings from this data review process are not as dependent on statistical testing as in traditional experimental or observational studies.
Improvements in device hardware and software could facilitate the data review process, making data collection, visualization, and interpretation easier in the future.
The clinical decision-making process and the Australian Polio Expert Committee surveillance data review process are not represented in the scenario tree as they are not assumed to be associated with any decrease in the sensitivity of the surveillance system.
The following describes the major protocol deviations that will exclude patients from the PP population (minor deviations will not do so): eligibility violation; absence of any efficacy data, titration failure; other major violations will be identified by the DMC of the trial during the study and/or during the data review process.
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Our data reviewing process confirmed earlier findings [2,18] that the majority of errors occur due to manual documentation processes without rigorous scrutiny.
The data request review process will be blinded to both YODA Project reviewers and Data Partners.
Simultaneously, the data access review process should be made, as far as feasible, clearly communicated and transparent so that the nature of requests granted and refused are available not just to participants but for wider public inspection and debate.
Supplementary Figures Supplementary Tables Supplementary Legends Source Data for Figure S1 Source Data for Figure S2 Source Data for Figure S4 Review Process File Source Data for Figure 1 Source Data for Figure 2.
Supplementary Information Source Data for Supplementary Figure S6 Source Data for Supplementary Figure S7 Source Data for Supplementary Figure S9 Review Process File Source Data for Figure 1 Source Data for Figure 2 Source Data for Figure 3 Source Data for Figure 4 Source Data for Figure 5 Source Data for Figure 6 Source Data for Figure 7 Source Data for Figure 8.
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