A calibrated, abstention-aware Patient Passport describing an individual against a reference population on clinician-readable axes: distribution-free position intervals, per-feature surprise-given-the-rest, a joint coherence coordinate, and an explicit refusal state when the reference cannot support a description.
python accessibility reproducible-research calibration uncertainty-quantification medical-informatics nhanes conformal-prediction normative-modelling clinical-informatics abstention health-data-visualisation patient-passport
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Updated
Jul 15, 2026 - HTML