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doi:10.1007/s00125-004-1379-6 21

A pragmatic way forward is to (i) use Bayesian inference to express uncertainty in clinically interpretable probabilities, and (ii) use data-driven phenotyping (including ML-enabled clustering where appropriate) to describe heterogeneity in treatment response

Patients and providers should prioritize safety and rely on evidence-based treatments

This can have effects on the acceptance of therapy or adherence in a patient with type 2 diabetes [20]

Medical metabolic programs typically cost more than non-medical coaching because youre paying for clinician oversight, lab interpretation, safer medication management , and personalized monitoring