Michael Gibbons
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View article: Collaborative intelligence in AI: Evaluating the performance of a council of AIs on the USMLE
Collaborative intelligence in AI: Evaluating the performance of a council of AIs on the USMLE Open
The stochastic nature of next-token generation and resulting response variability in Large Language Models (LLMs) outputs pose challenges in ensuring consistency and accuracy on knowledge assessments. This study introduces a novel multi-ag…
View article: The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI
The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI Open
Public health is undergoing profound transformation driven by data from the global health sector and related fields. To address systemic health disparities, scholars and health practitioners are increasingly applying a data equity lens, an…
View article: Collaborative intelligence in AI: Evaluating the performance of a council of AIs on the USMLE
Collaborative intelligence in AI: Evaluating the performance of a council of AIs on the USMLE Open
The variability in responses generated by Large Language Models (LLMs) like OpenAI’s GPT-4 poses challenges in ensuring consistent accuracy on medical knowledge assessments, such as the United States Medical Licensing Exam (USMLE). This st…
View article: ASEE and US News: Data Collection Procedures and Rankings
ASEE and US News: Data Collection Procedures and Rankings Open
View article: Pathophysiologic Basis of Connected Health Systems
Pathophysiologic Basis of Connected Health Systems Open
Since the start of the COVID-19 pandemic, there has been a rapid transition to telehealth across the United States, primarily involving virtual clinic visits. Additionally, the proliferation of consumer technologies related to health revea…
View article: Centering and collaborating with community knowledge systems: piloting a novel participatory modeling approach
Centering and collaborating with community knowledge systems: piloting a novel participatory modeling approach Open
View article: Centering and Collaborating with Community Knowledge Systems: Piloting a Novel Participatory Modeling Approach
Centering and Collaborating with Community Knowledge Systems: Piloting a Novel Participatory Modeling Approach Open
Background: Systems science approaches like simulation modeling can offer an opportunity for community voice to shape policies. In the episteme of many communities there are elders, leaders, and researchers who are seen as bearers of histo…
View article: Pathophysiologic Basis of Connected Health Systems (Preprint)
Pathophysiologic Basis of Connected Health Systems (Preprint) Open
UNSTRUCTURED Since the start of the COVID-19 pandemic, there has been a rapid transition to telehealth across the United States, primarily involving virtual clinic visits. Additionally, the proliferation of consumer technologies related t…
View article: Designing a Framework for Remote Cancer Care Through Community Co-design: Participatory Development Study
Designing a Framework for Remote Cancer Care Through Community Co-design: Participatory Development Study Open
Background Recent shifts to telemedicine and remote patient monitoring demonstrate the potential for new technology to transform health systems; yet, methods to design for inclusion and resilience are lacking. Objective The aim of this stu…
View article: Designing a Framework for Remote Cancer Care Through Community Co-design: Participatory Development Study (Preprint)
Designing a Framework for Remote Cancer Care Through Community Co-design: Participatory Development Study (Preprint) Open
BACKGROUND Recent shifts to telemedicine and remote patient monitoring demonstrate the potential for new technology to transform health systems; yet, methods to design for inclusion and resilience are lacking. OBJECTIVE The aim of this …
View article: First Street Corridor Plan and Development Code-- Gilroy, CA
First Street Corridor Plan and Development Code-- Gilroy, CA Open
View article: Electronic Health Record Design Considerations in Responding to Incidences of Highly Infectious Diseases: Clinical Workflows and Exception Handling
Electronic Health Record Design Considerations in Responding to Incidences of Highly Infectious Diseases: Clinical Workflows and Exception Handling Open
Adoption of Electronic Health Record (EHR) systems in all care settings has become widespread.EHRs can support and revolutionize the way that public health is protected in the event of an outbreak of a highly infectious disease.In particul…
View article: Technical Evaluation, Testing, and Validation of the Usability of Electronic Health Records: Empirically Based Use Cases for Validating Safety-Enhanced Usability and Guidelines for Standardization
Technical Evaluation, Testing, and Validation of the Usability of Electronic Health Records: Empirically Based Use Cases for Validating Safety-Enhanced Usability and Guidelines for Standardization Open
View article: Improving Clinical Workflow in Ambulatory Care: Implemented Recommendations in an Innovation Prototype for the Veteran’s Health Administration
Improving Clinical Workflow in Ambulatory Care: Implemented Recommendations in an Innovation Prototype for the Veteran’s Health Administration Open
Introduction: Human factors workflow analyses in healthcare settings prior to technology implemented are recommended to improve workflow in ambulatory care settings. In this paper we describe how insights from a workflow analysis conducted…
View article: Integrating Electronic Health Records into Clinical Workflow: An Application of Human Factors Modeling Methods to Specialty Care in ‘Obstetrics and Gynecology’ and ‘Ophthalmology’
Integrating Electronic Health Records into Clinical Workflow: An Application of Human Factors Modeling Methods to Specialty Care in ‘Obstetrics and Gynecology’ and ‘Ophthalmology’ Open
Adoption of Electronic Health Record (EHR) systems in all care settings is accelerating.EHRs can support and revolutionize the way information is used to provide high-quality and safe patient care.At the same time, however, issues with wor…