Evaluation of Multi-Lingual Simplifications of IR Procedural Reports Using GPT-4.

This study assesses the feasibility of Large Language Models like GPT-4 (OpenAI, San Francisco, CA, USA) to summarize interventional radiology (IR) procedural reports to improve layperson understanding and translate medical texts into multiple languages. 200 reports from eight categories were summarized using GPT-4. Readability was assessed with Flesch-Kincaid Reading Level (FKRL) and Flesch Reading Ease Score (FRES).

Juvenile Incarceration in an Adult Facility and Violent Victimization During Adulthood.

Introduction: A growing body of research indicates that being incarcerated in an adult jail or prison as a juvenile can elevate one's exposure to adverse childhood experiences, including violent and sexual victimization and neglect, and may lead to several long-term difficulties. This study investigates the relationship between being confined in an adult jail or prison as a minor and experiencing violent victimization as an adult.

Methods: Data from the National Longitudinal Survey of Youth-1997 cohort were used in the study.

Barriers to and facilitators of breast, cervical and colorectal cancer screening and cancer screening histories of Métis people in Alberta, Canada.

Comprehensive evaluation of cancer screening activities based on individual experiences is urgently needed to address the burden of cancer among Métis people. In this co-designed and co-led study, a cancer screening questionnaire developed for Métis people to evaluate their cancer screening histories and to explore barriers and facilitators to cancer screening was used. Adult Métis Albertans were invited to participate in the anonymous survey through a multi-modal strategy used for community consultations.

The price of dialysis access: Implications of access type and patient-centric approaches to cost.

Purpose: This study explores out-of-pocket (OOP) costs for patients and provider reimbursement for dialysis access creation. It aims to illustrate the financial characteristics of four dialysis access modalities to consider in decision-making for clinicians, patients, and payers.

Materials And Methods: Retrospective data from the Merative™ MarketScan Commercial Claims and Encounters Databases from 2017 to 2022 was analyzed for patients who received an arteriovenous fistula (AVF), arteriovenous graft (AVG), peritoneal dialysis catheter (PDC), or percutaneous AVF (pAVF).

Health inequities, bias, and artificial intelligence.

Musculoskeletal (MSK) pain leads to significant healthcare utilization, decreased productivity, and disability globally. Due to its complex etiology, MSK pain is often chronic and challenging to manage effectively. Disparities in pain management-influenced by provider implicit biases and patient race, gender, age, and socioeconomic status-contribute to inconsistent outcomes.