
Association or Causation
Austin Bradford Hill gave epidemiology nine viewpoints for judging cause. A lab-leak exposé, and Wakefield before it, clear almost none of them.

The freshest dispatch, straight from the top of the pile.

Austin Bradford Hill gave epidemiology nine viewpoints for judging cause. A lab-leak exposé, and Wakefield before it, clear almost none of them.
standardization /ˌstan-dər-də-ˈzā-shən/ n. — The statistical adjustment of rates to remove the effect of differing population structures, especially age.
Records, standards, and the quiet politics of a data field.

HIPAA, HIPAA, HIPAA! Everyone invokes it, few have read it — and the gap between the statute and the folk version is hurting patients and families.

Hospitals are required by law to publish what they charge. As it turns out, it means absolutely nothing.

New AI health tools can now read your medical record, but nobody is making sure the record is worth reading.
Curves, denominators, and the arithmetic of populations.

Austin Bradford Hill gave epidemiology nine viewpoints for judging cause. A lab-leak exposé, and Wakefield before it, clear almost none of them.

Why the safest blood in American history isn't safe enough for some patients.

Robert F. Kennedy Jr. is pointing at a real problem and demanding evidence that cannot exist in a regulatory framework that was never designed to produce it.
Misinformation, money, and the fights that spill out of the record.

"Food Babe" and the Architecture of Disinformation

On Bruce Campbell, cancer, and the things we feel entitled to know.
A fundamentals series on ICD-10-CM, specificity, and how diagnoses become codes.

Laterality, episode of care, placeholder X’s, and why the system demands a level of precision that the record often fails to capture.

Medical Coding Fundamentals, Lesson 1: What ICD-10-CM is, where it came from, and why every diagnosis needs a code.
New issues appear when there is something worth counting.