Analytic Method Routing Error Detection
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Solution Overview
Problem
Medical knowledge dissemination to caregivers is inefficient due to the vast volume of information across various sources, difficulty in locating relevant knowledge, assessing accuracy, and keeping up with dynamic medical fields, leading to outdated knowledge and practical application challenges.
Innovation Solution
A software and hardware facility for constructing and applying computer-based analytic methods that represent medical knowledge, allowing creators to build and consumers to interact with structured medical information through user interfaces, including question-answer flows and visualizations, with diagnostic assessments to ensure method validity.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If medical knowledge is disseminated through traditional sources (textbooks, journals, seminars), then comprehensive medical information is provided, but the volume of information becomes overwhelming and difficult to locate and assess
Solution Approach 1:
The patent segments the overwhelming volume of medical information into structured, modular units organized by clinical questions, patient populations, and interventions. Each segment represents a discrete, assessable unit of knowledge that can be independently evaluated and retrieved, transforming the undifferentiated mass of medical literature into organized, searchable modules.
Solution Approach 2:
The patent introduces an intermediary system (the analytic method and digital platform) that mediates between the vast corpus of medical knowledge and the end user. This intermediary automatically retrieves, structures, and presents relevant information based on specific clinical scenarios, shielding users from the complexity of navigating raw medical literature while maintaining comprehensive information access.
2Reliability
If traditional medical education methods are used, then medical knowledge is transmitted to caregivers, but the knowledge becomes outdated quickly and is difficult to apply practically
Solution Approach 1:
The patent performs preliminary actions by pre-structuring and pre-assessing medical knowledge against established criteria (PICO format, evidence quality ratings) before it reaches the user. The system proactively organizes information into analyzable formats and pre-evaluates sources, so that when clinical questions arise, already-processed, reliable knowledge can be immediately retrieved and applied without requiring users to perform time-consuming validation themselves.
Solution Approach 2:
The patent implements feedback mechanisms where the system continuously monitors and updates the analytic methods based on new medical evidence, changing clinical guidelines, and usage patterns. This creates a dynamic knowledge base that automatically refreshes itself, ensuring reliability is maintained over time without requiring manual intervention from individual practitioners to stay current.
3Adaptability or versatility
If comprehensive medical information is provided across all sources, then all possible knowledge is available, but the complexity of the system increases and retrieval becomes inefficient
Solution Approach 1:
The patent creates a universal analytic method that can handle multiple types of medical questions, interventions, and patient populations through a single standardized framework. The PICO-based structure and systematic review approach serve as multi-functional tools that adapt to various clinical scenarios without requiring separate systems for each specialty or question type, thereby managing complexity while maintaining versatility.
Solution Approach 2:
The patent manages system complexity by changing key parameters of information organization from unstructured text to standardized, quantifiable elements (population characteristics, intervention parameters, outcome measures, evidence quality scores). These parameter changes transform the information system into a more manageable format that maintains comprehensiveness while enabling efficient computational processing and retrieval.
Data Source
AI summary
A method for diagnosing errors in an analytic method definition is described. The facility accesses the definition, which specifies a set of pages, one or more of which include at least one question. Each question has two or more possible answers. One or more pages each include a swimlane control having a plurality of lanes, each lane identifying a combination of possible answers to two or more of the questions included among the pages and specifying routing in an iteration of the analytic method in which that combination of answers has been given. For each of the swimlane controls, among the included questions any of whose answers have been included in the combination of answers identified by a lane of the swimlane, the facility determines any combinations of possible answers not identified by any lane of the swimlane.