Clinical Research Directory

Inclusion Criteria: * Are fluent in English. This is necessary to ensure clear communication and understanding of study procedures and materials. * Adequate proficiency in using smartphone i.e. downloading app, taking photo, completing e-forms within the mobile applications. This is essential for participants to effectively use the mobile application being tested. * Diagnosed with CKD Stage 3B-5. This targets the specific patient population that the study aims to benefit. Exclusion Criteria: * Only fluent in languages other than English. This could hinder effective communication and understanding of the study. * Diagnosis of cognitive deficit or neurological disorder. These conditions could impair the ability to follow study procedures or provide reliable data. * Uncontrolled diabetes (HbA1c\>8.5%). This condition could introduce additional health risks and confound study results. * Recent hypoglycemic episodes. This could pose a safety risk during the study. * Newly initiated on dialysis or planning for dialysis within the next 6 months. These patients may have rapidly changing health conditions that could affect study outcomes. * Decompensated liver cirrhosis. This condition could complicate the interpretation of study results. * Pregnant and lactating. These conditions could introduce additional variables that affect study outcomes. * Inability to provide consent. This ensures that all participants can legally and ethically participate in the study