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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

A "technical issue" that results in the total loss of critical validation data is, by definition, a failure to exercise appropriate controls over the backup and retention of that data

The internet offers dozens of variants: research peptides, compounded versions, Chinese-manufactured generics, bespoke blends from anti-aging clinics operating in regulatory gray zones

In the SURPASS-1 phase 3 clinical trials, which included six countries worldwide, patients who had ongoing treatment with SGLT2 inhibitors (e.g., dapagliflozin) were included