SurvAIHealth
Before you decide what to dispute

Know what a citation costs your rating before you spend a week fighting it.

The health inspection score is published arithmetic. Running it turns a judgement call into a number: what each citation is costing you right now, what comes back if one is vacated or reduced, and which ones are not worth the paperwork at all. Your IDR effort goes where it actually moves the star.

The arithmetic, as CMS does it

Every citation carries points by scope and severity — a D is worth 4, an E 8, an F 16, a G 20, and the top of the scale runs to 150. Substandard quality of care is scored higher again. Points are then weighted by how recent the survey was.

Two details do most of the surprising:

Which is why a new annual survey can add a citation and move your score down: it rolls the cycles back one, and whatever was in cycle two stops being rated. That is not a quirk to be explained away — on a real facility it was worth more than forty points.

The what-if shows which part moved

You can vacate a citation, reduce its scope and severity, add one, or simulate an annual survey, and see the score and the star before and after.

A single total cannot show you why, so it does not try. The change is broken into the parts it came from — your standard inspection cycles, your complaint surveys, your revisits — and those parts sum to the headline. When a scenario moves the score for a reason that is not the change you just made, the screen says so in a sentence.

A rejected change is a different question, not a weaker answer

If you build a three-change scenario and one of the citations no longer exists, the server applies what it can and refuses the rest. The figures you then see describe the changes that applied — a smaller scenario than the one you built.

So the refusal is printed above the stars, counting itself, and the star row changes its label. A confident projection for an input nobody asked about is worse than no projection, and it is the easiest mistake in this whole product to ship.

How often we agree with CMS

The only honest test is to score facilities CMS has already rated and compare. Measured on the 1 September 2026 release, across 308 facilities in Alabama, Alaska, Arizona and Arkansas:

Against CMS's published starResult
Exactly the same star89.3%
Within one star98.7%
We rated higher than CMS6.5%
We rated lower than CMS4.2%

The last row is the one that matters. The limits we know about can only make us rate a facility higher than CMS — so disagreeing downward is the direction that would mean the method is wrong rather than incomplete. It is the number we hold ourselves to, and it is checked on every release.

Dates, because an accuracy figure without one is about nothing

CMS republishes every star monthly and recalibrates the per-state cut points monthly. A facility's rating can be a release behind the table it is being compared against, and comparing the two is comparing two vintages.

So every row is judged only against a yardstick at least as current as the cut points, and anything staler is excluded rather than quietly counted. The first time we ran this, the single facility we scored worse than CMS turned out to be exactly that: our answer was right and the cached comparison was a release old.

What we will not claim

CMS's own arithmetic 89.3% exact, n=308 The delta broken into parts Limits stated, not buried

Related: Drafting the plan of correction · The 24-hour chart check · The 60-day pilot

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