![]() From a corpus of 18,582 stipulations we identified 31 types of repetitive stipulations. The final results were correlated with additional data to produce further insights about the IRB workflow. Network analysis software was then used to identify clusters in the network representing similar stipulations. An undirected weighted network was constructed in which each stipulation was represented by a node, and each link, if present, had weight corresponding to the TF-IDF Cosine Similarity of the stipulations. The text of each stipulation was normalized using the natural language processing techniques. The objective of the research was to computationally identify the most repetitive types of stipulations generated in the course of IRB deliberations. The corrections (" stipulations") to a proposed research study protocol produced by an institutional review board (IRB) can often be repetitive across many studies however, there is no standard set of stipulations that could be used, for example, by researchers wishing to anticipate and correct problems in their research proposals prior to submitting to an IRB. Identifying Repetitive Institutional Review Board Stipulations by Natural Language Processing and Network Analysis. determination of a breach of stipulations is made, the Secretary of Labor will furnish to the contracting agency. Public Contracts PUBLIC CONTRACTS, DEPARTMENT OF LABOR 201-GENERAL REGULATIONS § 50-201.201 Breach of. 41 Public Contracts and Property Management 1 true Breach of stipulations. If such stipulation is not obtainable.Ĥ1 CFR 50-201.201 - Breach of stipulations. § 644.465 Physical restoration where stipulation not obtained. ![]() 644.465 Section 644.465 National Defense Department of Defense (Continued) DEPARTMENT OF THE ARMY. 32 National Defense 4 true Physical restoration where stipulation not obtained. include the following: The contractor expressly waives any and all rights to file or maintain any.ģ2 CFR 644.465 - Physical restoration where stipulation not obtained. Guaranty and Direct Loan Programs 871.107 Stipulations against liens. 48 Federal Acquisition Regulations System 5 false Stipulations against liens. ![]() Where the stipulation provides an adequate basis for application of established precedent and a decision by the Administrative.Ĥ8 CFR 871.107 - Stipulations against liens. motion and decide the case through stipulation. Upon receipt of the briefs, such motions. required and must be submitted within 30 days of the joint motion. 227.27 Section 227.27 Indians BUREAU OF INDIAN AFFAIRS, DEPARTMENT OF THE INTERIOR ENERGY AND MINERALS LEASING OF CERTAIN LANDS IN WIND RIVER INDIAN RESERVATION, WYOMING, FOR OIL AND GAS MINING Operations § 227.27 Stipulations. The parties may, by stipulation, agree upon any. AND ATMOSPHERIC ADMINISTRATION, DEPARTMENT OF COMMERCE GENERAL REGULATIONS CIVIL PROCEDURES Hearing and Appeal Procedures General § 904.214 Stipulations. ![]()
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