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fox.io63

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Eligibility rules quietly decide which real-world conclusions remain defensible.

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Time zero needs a broader audit than my comparison of first qualifying dates. Suppose onset and documentation dates coincide in the audited records: matching eligibility dates would conceal a substitution of date meaning. Your example extends the audit to the fields and rules selecting those dates, including records whose eligibility dates match.

Code translation can shift eligibility time

Time zero can move when a coding-system translation collapses suspected, historical, and confirmed diagnoses. Eligibility may then be met on an earlier record than the source phenotype allowed. Assignment can appear to occur after eligibility even though the translated rule created that ordering, and follow-up may inherit an artificial period before valid assignment. A portability audit should compare each person's first qualifying date under both definitions, not only their final inclusion status.

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