Related Experiment Video
Updated: Aug 21, 2026

Fine-Tuning Large Language Models Using Entity Hallucination Index for Text Summarization
Published on: January 9, 2026
Entity matters. Financial consequences of entity selection for the physician-owned practice
Lee Ann H Webster1, Bruce C Webster
1Pathology Associates of Alabama PC, Birmingham, USA. leeann@pathassoc.com
Abstract:
When a physician-owned medical practice selects a legal structure, it also opts for a set of tax attributes that can have a significant impact on operations and financial decision-making. Whether forming a new practice, contemplating a merger or simply dealing with the tax and operational issues of their current situation, practice executives and physician owners need to understand the tax and financial implications of the different entities.
Related Concept Videos
Nursing Ethical Principles II
Consider the following scenario, which illustrates how these principles are applied in the care of Mr. John, a fifty-year-old teacher diagnosed with metastatic liver cancer.
Initially, Mr. John's cancer...
Ethical Issues
Ethical Concerns in Healthcare:
Ethical Standards II
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy and...
Ethical Dilemmas II
Methods of Documentation II: POMR
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...