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Understanding Physicians’ Mental Models on Goals of Care in Chronic Critical Illness: Implications for Shared Decision Making
Critical Caregoals of carephysician mental models

Understanding Physicians’ Mental Models on Goals of Care in Chronic Critical Illness: Implications for Shared Decision Making

By MedXY|Sep 12, 2026

This study explores how intensivists conceptualize appropriate goals of care and the influences of health system factors on decision-making for patients with chronic critical illness, emphasizing predictions about quality of life and functi

Navigating the Decision-Making Burden in Cancer Care: Oncologists’ Perspectives and Strategies
Hematology-Oncologycancer carepatient burden

Navigating the Decision-Making Burden in Cancer Care: Oncologists’ Perspectives and Strategies

By MedXY|Aug 28, 2026

This article explores how oncology clinicians perceive and manage the burden patients face when involved in treatment decisions, highlighting varied clinician approaches to balance patient autonomy with emotional support in shared decision

Technology-Guided Diet Counseling Training Enhances Resident Physicians’ Shared Decision-Making Skills in Primary Care
Clinical UpdatesMedical Educationprimary care

Technology-Guided Diet Counseling Training Enhances Resident Physicians’ Shared Decision-Making Skills in Primary Care

By MedXY|Aug 27, 2026

Technology-guided diet counseling training using the Nutri platform improves resident physicians’ attitudes, self-efficacy, and intention to discuss diet, facilitating shared decision making in routine primary care.

Personalizing Osteoporosis Treatment: Integrating Pharmacotherapy with Patient-Centered Lifestyle Strategies
Diabetes & EndocrinologyShared decision makingosteoporosis

Personalizing Osteoporosis Treatment: Integrating Pharmacotherapy with Patient-Centered Lifestyle Strategies

By MedXY|Aug 18, 2026

This article explores personalized osteoporosis management, combining evidence-based pharmacologic therapies with individualized lifestyle and nutrition guidance, to improve patient outcomes through shared decision making.

Digital‑Twin Decision Aid for Knee Osteoarthritis Improves Decision Quality and 6‑Month Function: Randomized Trial Results
AIAIorthopedics

Digital‑Twin Decision Aid for Knee Osteoarthritis Improves Decision Quality and 6‑Month Function: Randomized Trial Results

By MedXY|Nov 1, 2025

An AI-enabled decision aid that generated patient-specific digital twins improved decision quality, reduced decisional conflict and regret, and produced better 6–9 month knee function versus education alone in patients considering total kne

Empowering Older Adults in Acute Care: Insights on Shared Decision Making for Treatment Escalation Planning
Critical CareAcute careolder adults

Empowering Older Adults in Acute Care: Insights on Shared Decision Making for Treatment Escalation Planning

By MedXY|Oct 20, 2025

This qualitative UK study explores older patients’ perspectives on shared decision making for treatment escalation during acute hospital deterioration, highlighting the need for patient autonomy, education, and adaptable clinical appr

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