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Chronic kidney disease affects a significant portion of the UK population, with approximately 3.5 million adults diagnosed. At its most severe stage, end-stage kidney disease, individuals require frequent dialysis treatment. One form of dialysis, known as peritoneal dialysis, involves introducing and removing fluid from the abdominal cavity to help filter out toxins from the body. The kidneys are involved in various hormonal processes, including those responsible for producing red blood cells, making anaemia a common consequence of kidney failure. When designing a clinical trial to evaluate the effectiveness of any treatment, it is essential to determine the number of suitable and willing participants, as well as those who can complete all required tests and measurements. Identifying the most appropriate measurement to assess the impact of intravenous iron (iron injected directly into v
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