Cost-Effectiveness of an Extended-Role General Practitioner Clinic for Persistent Physical Symptoms: Results From the Multiple Symptoms Study 3 Pragmatic Randomized Controlled Trial.

Objectives: This study aimed to evaluate the cost-effectiveness of an extended-role general practitioner symptoms clinic (SC), added to usual care (UC) for patients with multiple persistent physical symptoms (sometimes known as medically unexplained symptoms).

Methods: This was a 52-week within-trial cost-utility analysis of a pragmatic multicenter randomized controlled trial comparing SC + UC (n = 178) with UC alone (n = 176), conducted from the primary perspective of the UK National Health Service and personal and social services (PSS). Base-case quality-adjusted life-years (QALYs) were measured using EQ-5D-5L.

Vaccine hesitancy educational interventions for medical students: A systematic narrative review in western countries.

Physician recommendations can reduce vaccine hesitancy (VH) and improve uptake yet are often done poorly and can be improved by early-career training. We examined educational interventions for medical students in Western countries to explore what is being taught, identify effective elements, and review the quality of evidence. A mixed methods systematic narrative review, guided by the JBI framework, assessed the study quality using MERSQI and Cote & Turgeon frameworks.

Overcoming the coherence time barrier in quantum machine learning on temporal data.

The practical implementation of many quantum algorithms known today is limited by the coherence time of the executing quantum hardware and quantum sampling noise. Here we present a machine learning algorithm, NISQRC, for qubit-based quantum systems that enables inference on temporal data over durations unconstrained by decoherence. NISQRC leverages mid-circuit measurements and deterministic reset operations to reduce circuit executions, while still maintaining an appropriate length persistent temporal memory in the quantum system, confirmed through the proposed Volterra Series analysis.

Effectiveness of a symptom-clinic intervention delivered by general practitioners with an extended role for people with multiple and persistent physical symptoms in England: the Multiple Symptoms Study 3 pragmatic, multicentre, parallel-group, individually randomised controlled trial.

Background: People with multiple and persistent physical symptoms have impaired quality of life and poor experiences of health care. We aimed to evaluate the effectiveness of a community-based symptom-clinic intervention in people with multiple and persistent physical symptoms, hypothesising that this symptoms clinic plus usual care would be superior to usual care only.

Methods: The Multiple Symptoms Study 3 was a pragmatic, multicentre, parallel-group, individually randomised controlled trial conducted in 108 general practices in the UK National Health Service in four regions of England between Dec 6, 2018, and June 30, 2023.