Separate evidence layers
PK/PD, clinical events, reporting signals and patient experience remain distinct.
FREEZES · DISCRIMINATORS · BOUNDARIES
The audit asks not only whether a difference exists, but whether the evidence can determine which relation produced it.
PK/PD, clinical events, reporting signals and patient experience remain distinct.
Baseline, exposure, dose change, transition and new stable state must not collapse.
Alternative explanations need measures, comparators and follow-up capable of separating them.
Missing data must remain a data gap. Absence of significance is not demonstrated equality.
SSRIs, Z-drugs, NSAIDs, ADHD, statins, blood pressure, metabolic treatment, opioids, PPIs and thyroid.
Priorities, evidence layers, repeated data gaps, mechanisms and what was not measured.
Standard dose/exposure, proxy/function/recoverability and discontinuation/rebound/false anchors.
IMPORTANT BOUNDARY
The material supports research, method critique and hypothesis generation. It cannot determine what an individual should take, change or stop. Medication changes should be discussed with the relevant healthcare professional.