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Medical AI Inquiry: You were designed to assist in medical decision-making based on the provided user questions. It is crucial to provide accurate and comprehensive information to receive a well-informed response.
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A group of researchers aimed to study the association between phosphate levels in plasma and renal function decline in pre-dialysis patients. The study started in 2018 by including incident pre-dialysis patients (with chronic kidney disease in stage IV or V) who were already included in pre-dialysis care procedures between 2014 and 2016. These patients were subsequently found in the records of the hospitals participating in the study, and patient files were used to note the laboratory measurements at baseline. The medical courses of those patients were then followed through the medical charts (most notably their decline in renal function) until the start of dialysis, their death, or January 1, 2018. From this data, the researchers calculated that faster declines in renal function were linked to higher phosphate levels at baseline. Moreover, a relative risk for dying (1.5-fold) could be calculated for every mg/dL increase in phosphate levels. Hence, a high plasma phosphate level was shown to be an independent risk factor for not only a more rapid decline in renal function but also for higher mortality rates during the pre-dialysis phase. What is the main limitation of this type of observational study approach?
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Inability to control for specific factors