Creatine Side-Effect Reports: Signal, Context, and Myths

Creatine attracts both detailed experience reports and claims repeated without a first-person account. A structured dataset needs to separate the two. Anecdotal includes qualifying reports that describe the author’s own use and records side effects only when the source attributes a specific observation to that period.

Normalisation combines close phrases into canonical tags, such as water retention or gut effects, while preserving report-level context in the feed. Each side-effect frequency uses the full published report count as its denominator. That means absence from a report does not prove the effect was absent; it means the structured source did not state it. The distinction is essential when interpreting low percentages.

Dose amount, unit, frequency, duration, concurrent supplements, and outcome appear alongside the side-effect list where stated. Public reports link to their origin. Aggregate statistics stay hidden below five reports, preventing a handful of anecdotes from producing a visually confident percentage panel.

This approach can show which observations recur in the indexed public record and which common talking points are not represented in the current dataset. It cannot establish population incidence or causation. Creatine research belongs in the separate citation context; the experience report layer remains explicitly anecdotal and updates as new source-linked reports are published.