Article

A typology of physician input approaches to using AI chatbots for clinical decision-making: a mixed methods study

2025-07-23

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background</h4> Large language model (LLM) chatbots demonstrate high degrees of accuracy, yet recent studies found that physicians using these same chatbots may score no better to worse on clinical reasoning tests compared to the chatbot performing alone with researcher-curated prompts. It is unknown how physicians approach inputting information into chatbots. <h4>Objective</h4> This study...

Topics

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

Genomics and Rare Diseases

Identifiers and source

Literature Corpus work: 84725d6e-065e-5867-8285-ea3e805d8200
DOI: 10.1101/2025.07.23.25332002

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A typology of physician input approaches to using AI chatbots for clinical decision-making: a mixed methods studyDOI 10.1101/2025.07.23.25332002Read

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

Comparing Five Generative AI Chatbots’ Answers to LLM-Generated Clinical Questions with Medical Information Scientists’ Evidence SummariesSemantic proximity Read

Performance of ChatGPT on free-response, clinical reasoning examsSemantic proximity Read

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

Human versus Artificial Intelligence: ChatGPT-4 Outperforming Bing, Bard, ChatGPT-3.5, and Humans in Clinical Chemistry Multiple-Choice QuestionsSemantic proximity Read

Evaluating Capabilities of Large Language Models: Performance of GPT4 on Surgical Knowledge AssessmentsSemantic proximity Read

Evaluation of a Novel Large Language Model (LLM) Powered Chatbot for Oral-Boards ScenariosSemantic proximity Read

Evaluating the Efficacy of ChatGPT in Generating Assessment and Plans for Medical Notes in UrologySemantic proximity Read

A context-based chatbot surpasses trained radiologists and generic ChatGPT in following the ACR appropriateness guidelinesSemantic proximity Read

Performance of ChatGPT on Clinical Medicine Entrance Examination for Chinese Postgraduate in ChineseSemantic proximity Read

Multilingual Evaluation of a Large Language Model-Based Primary Care ChatbotSemantic proximity Read

Putting ChatGPT’s Medical Advice to the (Turing) TestSemantic proximity Read