Ethical and regulatory challenges of large language models in medicine.

With the rapid growth of interest in and use of large language models (LLMs) across various industries, we are facing some crucial and profound ethical concerns, especially in the medical field. The unique technical architecture and purported emergent abilities of LLMs differentiate them substantially from other artificial intelligence (AI) models and natural language processing techniques used, necessitating a nuanced understanding of LLM ethics. In this Viewpoint, we highlight ethical concerns stemming from the perspectives of users, developers, and regulators, notably focusing on data privacy and rights of use, data provenance, intellectual property contamination, and broad applications and plasticity of LLMs.

Older adult patient preferences for the content and format of prescription medication labels - A best-worst scaling and discrete choice experiment study.

Background: Patient preferences for the content and format of prescription medication labels (PMLs, i.e., sticker labels placed on medication bottles/packets at dispensing) have been extensively studied.

The Impact of Statin Use and Breast Cancer Recurrence - A Retrospective Study in Singapore.

Introduction: Statins, HMG-CoA reductase inhibitors, are commonly used cholesterol-lowering medications which are also increasingly recognized to have anti-cancer properties for various cancers, including breast cancer. Most clinical evidence supports a protective effect of statin on reducing breast cancer recurrence, particularly in hormone-receptor positive breast cancers.This study seeks to study the impact of statin use on breast cancer recurrence in an Asian population.

Burnout and resilience among pharmacy technicians: A Singapore study.

Background: Burnout describes emotional exhaustion (EE), depersonalization (DP), and low personal achievement caused by work and is known to bring about negative consequences to practitioners, patients, and health systems. Various organizational and personal factors, such as organizational strategies and resilience, have been associated with this phenomenon. However, there is a paucity of data describing the prevalence of burnout among pharmacy staff within Singapore and Asia, especially in the pharmacy technician (PT) population.

Early Outcomes of a National Cancer Center's Strategy Against COVID-19 Executed Through a Disease Outbreak Response Taskforce.

Purpose: We present the strategy of a comprehensive cancer center organized to make operations pandemic proof and achieve continuity of cancer care during the COVID-19 pandemic.

Methods: Disease Outbreak Response (DORS) measures implemented at our center and its satellite clinics included strict infection prevention, manpower preservation, prudent resource allocation, and adaptation of standard-of-care treatments. Critical day-to-day clinical operations, number of persons screened before entry, staff temperature monitoring, and personal protection equipment stockpile were reviewed as a dashboard at daily DORS taskforce huddles.

A Study of Medication Use of Cancer and Non-Cancer Patients in Home Hospice Care in Singapore: A Retrospective Study from 2011 to 2015.

In recent years, there has been a rising demand for home hospice care in Singapore and globally. Studies have shown that polypharmacy and the use of potentially inappropriate medications (PIMs) remain prevalent in palliative care patients. This is commonly associated with increased adverse drug reactions and hospitalization.