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Patient baseline characteristics were instrumental in establishing a 11-point correlation between the KidneyOnline intelligent system group and the conventional care group. For the intervention group, the KidneyOnline intelligent patient care system, a nurse-led, patient-oriented collaborative management system, was paired with center-based follow-up. Deep learning optical charac