Data and context
Patient-generated records sit beside personal targets, clinical notes and guideline-informed context.
KidneyMate is grounded in a three-layer conceptual framework, wider CKD literature and a public validation plan. The framework is currently under peer review.

A Conceptual Framework for Chronic Kidney Disease Self-Management Support is currently under peer review. A publication link will be added when confirmed.
Patient-generated records sit beside personal targets, clinical notes and guideline-informed context.
Rule-based comparisons turn longitudinal records into inspectable patterns, trends and review signals.
Qualified people interpret, validate and contextualise outputs before feedback or action.
Clinicians and health-informatics researchers scrutinise the framework and prototype.
What experts and users break, we rebuild, document and version.
Small Australian pilots with formal ethics, privacy and consent arrangements.
Usability, interpretability, clinical relevance, transparency, workflow fit and acceptance.
Results go into the literature whichever way they land.
CKD affects hundreds of millions of adults; self-management support needs to scale beyond clinic hours.
KidneyMate’s tracking domains reflect established CKD-management priorities rather than generic wellness metrics.
Monitoring becomes meaningful when it is paired with engagement and a defined clinical feedback pathway.
Encouraging signals support proper validation, not premature outcome claims.
Fragmented single-function tools dominate; integration and clinical accountability remain gaps.
A useful product must reduce daily burden rather than add another reporting task.
This is a concise website summary, not a complete bibliography. Source links will be added after publication and clinical review.
Validation partners, pilot sites and research collaborators can materially shape the work now.
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