Review themes
Patterns derived from the analyzed public-review sample. Repeated negative themes apply an explicit penalty.
The score is a consistent comparison aid built from public evidence. It is not a clinical assessment, government rating, endorsement or guarantee of current care quality.
Businesses cannot pay to change an earned score or confidence label.
Patterns derived from the analyzed public-review sample. Repeated negative themes apply an explicit penalty.
The public aggregate rating normalized to a 0–100 scale. Missing ratings contribute no points.
A logarithmic measure that rewards a broader evidence base without letting very large counts dominate.
More recent dated evidence scores higher, with older evidence decaying over time.
Basic decision-useful fields such as contact details, hours, location and official-registry matching where available.
Confidence reflects how much usable review and listing evidence supports the score. Medium and high labels require minimum totals for public reviews, analyzed observations and observations containing recognized care themes. Confidence does not mean the provider is better.
We publish derived themes and evidence counts, not reviewer names or raw third-party review text.
Scores cannot establish present staffing, clinical fit, availability, licensing status, inspection outcomes or price.
Discovery-search wording can flag a record for review, but it is not enough on its own to publish a care-type claim. Public categories require direct listing or official-registry evidence, plus editorial review.
For the Windsor launch, each scored provider has a 10-review analysis sample. The directory identifies the verification date so readers know when the underlying record was checked.
See the Windsor comparison →