Experiences become structured data
Reports are reviewed, de-identified, and broken into standardized positive and concern observations before they can affect a profile.
Aeromedical Compass turns approved, structured experiences and accepted supporting evidence into provider profiles that are useful from the first approved report and become more specific as evidence accumulates.
One approved report can provide useful context. Ratings and named patterns require stronger thresholds so the site can be informative without overstating what the data proves.
Reports are reviewed, de-identified, and broken into standardized positive and concern observations before they can affect a profile.
Approved report counts, reviewed signal counts, and evidence strength can be displayed before a provider has enough data for a Practice Rating.
Named strengths and concerns are published only after the same observation repeats enough to meet the public-pattern threshold.
Transparency has to work in both directions or it is not transparency.
Search providers, see how mature each profile is, compare evidence strength, and review ratings and repeated patterns when enough approved information exists.
Profiles distinguish early information from established patterns, preserve right-of-reply, display provider statements when supplied, and record material rating changes over time.