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Surface a clinical panel beneath the blood-glucose chart: time-in-range on the consensus bands, the glucose management indicator and estimated A1C, and the coefficient of variation with its instability flag by default, and the J-index and the low and high blood-glucose risk indices with a per-context breakdown behind an advanced disclosure. Below the calibration threshold it shows a calm learning state, and it always carries the spot-reading caveat. The analytics read, the dashboard snapshot, the coach and the doctor report all consume one computed result over a fixed window, so the panel, the assistant and the printed report cannot disagree.