" Clinical Practice Guidelines (CPGs) are being developed as a tool to promote best practice in medicine. However, the diffusion of paper guidelines has been shown to only have a limited impact. This is why computerization of CPGs has recently been suggested as a means to improve their dissemination as well as physicians' compliance. The Guideline Elements Model (GEM) has been proposed to facilitate the encoding of CPGs and support the automatic processing of marked-up documents. In this paper, we explore the automatic generation of a rule base from a textual guideline using GEM. In this study, we propose an extension of the GEM model that introduces additional levels of structuring centered on decision variables. This allows a more efficient representation of the decision processes, which supports the automatic generation of decision rules from textual guidelines. The 1999 Canadian recommendations for the management of hypertension have been marked-up as a GEM-encoded instance of our extended DTD. We derived a rule base using an XML parser to extract the relevant elements to instantiate the IF and THEN clauses of decision rules. The rule base automatically generated compares favourably with the manual generation of decision rules in the ASTI project. This approach is an interesting case study in the computerization of CPGs, as it illustrates processing steps that are relevant to the various aspects of CPGs life-cycle, from production to consultation and use. "

" The Conference on Guideline Standardization (COGS) was convened to create a standardized documentation checklist for clinical practice guidelines in an effort to promote guideline quality and facilitate implementation. The statement was created by a multidisciplinary panel using a rigorous consensus development methodology. The Guideline Elements Model (GEM) provides a standardized approach to representing guideline documents using XML. In this work, we demonstrate the sufficiency of GEM for describing COGS components. Using the mapping between COGS and GEM elements we built an XSLT application to examine a guideline's adherence (or non-adherence) to the COGS checklist. Once a guideline has been marked up according to the GEM hierarchy, its knowledge content can be reused in multiple ways. "

" CONTEXT: Practice guidelines play an important role in medicine. Methodological principles have been formulated to guide their development. OBJECTIVE: To determine whether practice guidelines in peer-reviewed medical literature adhered to established methodological standards for practice guidelines. DESIGN: Structured review of guidelines published from 1985 through June 1997 identified by a MEDLINE search. MAIN OUTCOME MEASURES: Mean number of standards met based on a 25-item instrument and frequency of adherence. RESULTS: We evaluated 279 guidelines, published from 1985 through June 1997, produced by 69 different developers. Mean overall adherence to standards by each guideline was 43.1% (10.77/25). Mean (SD) adherence to methodological standards on guideline development and format was 51.1% (25.3%); on identification and summary of evidence, 33.6% (29.9%); and on the formulation of recommendations, 46% (45%). Mean adherence to standards by each guideline improved from 36.9% (9.2/25) in 1985 to 50.4% (12.6/25) in 1997 (P<.001). However, there was little improvement over time in adherence to standards on identification and summary of evidence from 34.6% prior to 1990 to 36.1 % after 1995 (P = .11). There was no difference in the mean number of standards satisfied by guidelines produced by subspecialty medical societies, general medical societies, or government agencies (P = .55). Guideline length was positively correlated with adherence to methodological standards (P = .001). CONCLUSION: Guidelines published in the peer-reviewed medical literature during the past decade do not adhere well to established methodological standards. While all areas of guideline development need improvement, greatest improvement is needed in the identification, evaluation, and synthesis of the scientific evidence. "