Article

Evaluating the use of GPT-3.5-turbo to provide clinical recommendations in the Emergency Department

2023-10-20

Abstract excerpt

The release of GPT-3.5-turbo (ChatGPT) and other large language models (LLMs) has the potential to transform healthcare. However, existing research evaluating LLM performance on real-world clinical notes is limited. Here, we conduct a highly-powered study to determine whether GPT-3.5-turbo can provide clinical recommendations for three tasks (admission status, radiological investigation(s) request status, and anti...

Topics

Open a Topic to create a Post that cites this publication.

Genomics and Rare Diseases

Identifiers and source

Literature Corpus work: 5b0ffa84-86fd-5ba9-a108-9323104f3bc9
DOI: 10.1101/2023.10.19.23297276

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Evaluating the use of GPT-3.5-turbo to provide clinical recommendations in the Emergency DepartmentDOI 10.1101/2023.10.19.23297276Read

Does ChatGPT Provide Appropriate and Equitable Medical Advice?: A Vignette-Based, Clinical Evaluation Across Care ContextsSemantic proximity Read

Can Large Language Models Provide Emergency Medical Help Where There Is No Ambulance? A Comparative Study on Large Language Model Understanding of Emergency Medical Scenarios in Resource-Constrained SettingsSemantic proximity Read

All You Need Is Context: Clinician Evaluations of various iterations of a Large Language Model-Based First Aid Decision Support Tool in GhanaSemantic proximity Read

Assessing the Utility of ChatGPT Throughout the Entire Clinical WorkflowSemantic proximity Read

A real-world feasibility evaluation of LLM-based clinical prediction: emergency department return visit admission across two academic medical centersSemantic proximity Read

Assessing the Value of ChatGPT for Clinical Decision Support OptimizationSemantic proximity Read

Toward Digital Twins in the Intensive Care Unit: A Medication Management Case StudySemantic proximity Read

Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical SpecialtiesSemantic proximity Read

Performance of Large Language Models as a Tool for Primary Care Consultations: Evaluation StudySemantic proximity Read

Evaluating Large Language Models for Drafting Emergency Department Discharge SummariesSemantic proximity Read

Evaluating large language model workflows in clinical decision support: referral, triage, and diagnosisSemantic proximity Read

ChatGPT: Transforming Healthcare with AISemantic proximity Read