What are the communication guidelines for people with dementia and their carers on the internet and are they evidence based? A systematic review.

Communication difficulties of people with dementia can negatively impact well-being of them and their carers. There are evidence-based and clinically recommended strategies that can be used to support people with dementia which they are more likely to access on websites than via academic literature. We aimed to search the internet for communication advice for people with dementia and their carers, describe the strategies and compare these to the evidence-base.

The fast committor machine: Interpretable prediction with kernels.

In the study of stochastic systems, the committor function describes the probability that a system starting from an initial configuration x will reach a set B before a set A. This paper introduces an efficient and interpretable algorithm for approximating the committor, called the "fast committor machine" (FCM). The FCM uses simulated trajectory data to build a kernel-based model of the committor.

Traumatic Penile Injury: An Analysis of the Patient Age with Aetiological Type and Injury Severity in a Single Centre.

Background: Penile trauma is associated with debilitating complications. Apart from its sparse literature, contextually relevant evidence on aetiology and standardized severity grading, and its stratification by legal age are needed. This study aimed to describe the frequency, aetiology and injury severity grade of patients, and explore the association of specific factors by legal age.

Penile Trauma Burden and Aetiology in the Paediatric and Adult Population: A Scoping Review and Critical Analysis of the Literature.

Penile trauma is rare. It is associated with the impairment of physiological functions and deterioration in patients' quality of life. Currently, the relevance of age demographics in the occurrence of this debilitating injury has not been well discussed.