Users’ Responses to a Machine-Learning Decision Support Model: A Randomized Controlled Trial for Prostate-Specific Antigen Screening

Abstract excerpt

<title>Abstract</title> <p><bold>Background</bold>: Although a shared decision-making (SDM) process integrates patient values and evidence-based medicine, patients’ anxiety and decision conflicts remain. Thus, we propose a new decision-making model integrating a machine-learning algorithm to investigate its feasibility for reducing anxiety, decision conflicts, and increasing satisfaction after making a decision.<...

Topics

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

• Chemotherapy, Adjuvant
• Decision Support Techniques
• Multivariate Analysis
• Neoplasm Metastasis
• Prostatectomy
• Prostatic Neoplasms
• Radiotherapy, Adjuvant
• Risk Assessment

Identifiers and source

Literature Corpus work

417f8c9e-a401-55e4-8437-fd94b2a1fdbe

DOI

10.21203/rs.3.rs-38379/v1