Driving is an activity which puts forward the question of whether the driver is able to competently fulfill the task or not. Driving is affected or altered by age and various illnesses and the driver may not always concede that his/her driving ability is affected by these. The examination of driver capability is an important target. This can be seen especially during car accidents when the driver is examined and it is discovered that he/she is aggressive, has poor vision, old age, is epileptic, or consumed alcohol or drugs.
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JMIR Med Inform
January 2025
School of Social Policy & Practice, University of Pennsylvania, Philadelphia, PA, United States.
Background: Prediction models have demonstrated a range of applications across medicine, including using electronic health record (EHR) data to identify hospital readmission and mortality risk. Large language models (LLMs) can transform unstructured EHR text into structured features, which can then be integrated into statistical prediction models, ensuring that the results are both clinically meaningful and interpretable.
Objective: This study aims to compare the classification decisions made by clinical experts with those generated by a state-of-the-art LLM, using terms extracted from a large EHR data set of individuals with mental health disorders seen in emergency departments (EDs).
Rev Esp Patol
January 2025
Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India.
Background: Sarcoidosis, a granulomatous inflammatory disease, exhibits diverse clinical manifestations, often affecting multiple organs. Diagnostic challenges arise due to its similarities with tuberculosis, particularly in high-burden areas. Differentiating between the two relies on clinical judgment, laboratory tests, imaging, and invasive procedures.
View Article and Find Full Text PDFJ Gambl Stud
January 2025
Flinders Health and Medical Research Institute, Rural and Remote Health, Flinders University, Charles Darwin University, PO Box U362 PO Box 42500, Casuarina, NT, 0815, Australia.
This study provides an in-depth qualitative exploration of Aboriginal peoples' experiences with seeking help for gambling-related issues in the Northern Territory (NT), Australia. Through semi-structured interviews with 29 participants, including regular and occasional gamblers as well as those affected by others' gambling, the research highlights key barriers to seeking formal help. These barriers included the normalisation of gambling within Aboriginal communities, denial of gambling problems, feelings of shame, privacy concerns, and a lack of trust in mainstream services.
View Article and Find Full Text PDFPaediatr Anaesth
January 2025
University of Washington School of Medicine, Seattle, Washington, USA.
Introduction: The Society for Pediatric Anesthesia Quality and Safety Committee developed the Pediatric Regional Anesthesia Time-Out Checklist, consisting of 14 safety items intended to be reviewed by an anesthesia team prior to a regional anesthetic. Primarily, we hypothesized that use of this Checklist would increase the number of safety items performed compared with no checklist, evaluating the usefulness of this tool. Secondarily, we hypothesized that, after checklist training, subjects would show better clinical judgment by electing to perform a regional anesthetic in scenarios in which no programmed error existed and electing to not perform a regional anesthetic in scenarios in which a programmed error did exist.
View Article and Find Full Text PDFPLoS One
January 2025
Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, United States of America.
Introduction: Insight in psychosis, defined as a patient's awareness and judgment of their mental illness, is a complex and evolving concept. Historically, the absence of insight was considered a defining characteristic of psychosis, but recent decades have seen the development of structured tools for its assessment. This systematic review aims to critically appraise the measurement properties of instruments used to assess insight in individuals with schizophrenia spectrum, bridging the gap between theoretical conceptualization and clinical practice.
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