Line 1: the condition
- The prior-year diagnosis, the last date it was documented, and the evidence that suggests it persists: medication, lab, specialist note
Most of the industry asked CMS to delay. CMS kept one exception and finalized everything else as written [2]. Payment year 2027 is paid on 2026 dates of service, so this is a problem for every encounter between now and December 31, 2026, and for every chart review program built on the assumption that a diagnosis found in a chart could be sent to CMS on its own.
| Policy | Final for CY 2027 | Who it reaches |
|---|---|---|
| Unlinked chart review records | Diagnoses excluded from risk score calculation; records may still be submitted | All non-PACE MA organizations |
| Switcher exception | Unlinked CRR diagnoses still count for enrollees who were in a different MA parent organization the prior year (not FFS) | Receiving plans |
| Audio-only encounters | Diagnoses excluded when modifier 93 or FQ is the only service on the record | All MA and Part D risk scores |
| PACE organizations | Unlinked CRR exclusion does not apply for CY 2027 | PACE only |
| Risk model | The 2024 CMS-HCC model continues; the proposed 2023/2024 recalibration was not adopted | All non-PACE MA |
Matching used beneficiary, billing provider and a date of service within three days. CMS concluded most of these records should have been encounters or linked to one.
Averages across every plan. CMS said plainly the impact may differ across MA organizations; a plan or delegated group that leaned on retrospective review for a third of its recapture has a different 2027. No grace period, no phase-in; CMS declined both.
Items and services provided to an enrollee must be reported on an encounter data record, including clinical interactions that do not generate a claim; a CRR should not be the only record of a service. An EDR is not a claim: CMS said it can be reported for care management touches and other unpaid services. When additional diagnoses belong to a submitted encounter, a CRR can be linked to that EDR [2]. The face-to-face standard is the one RADV applies: hospice, home health, lab-only, superbill and non-face-to-face records are invalid sources [3].
| Route | Counts for the 2027 risk score | Operational requirement |
|---|---|---|
| Encounter data record (EDR) from a face-to-face visit | Yes | Submit the encounter with its diagnoses; the visit must meet the face-to-face standard |
| Chart review record linked to a submitted EDR | Yes | Identify the EDR the added diagnoses belong to |
| Unlinked chart review record | No, except switchers | May still be submitted; it will not be used in the score |
| Unlinked CRR for an enrollee who switched MA parent organizations | Yes, if otherwise eligible | Enrollee was in MA with a different parent organization the prior year |
| Audio-only visit (modifier 93 or FQ only) | No | Diagnoses count only if another line on the record is risk adjustment eligible |
| Interactive audio and video telehealth | Yes | Meets the face-to-face requirement under CMS guidance |
Our comparison of prospective and retrospective suspecting walks through the workflow differences.
| Model | When the chart is read | Where the diagnosis lands | 2027 status |
|---|---|---|---|
| Retrospective chart review | After the year closes | Chart review record, often unlinked | Counts only when linked to a submitted encounter |
| Concurrent review | While the encounter is open | The encounter itself, before submission | Unchanged |
| Prospective suspecting | Before the visit | The clinician's note at the visit | Unchanged, now the primary route |
The sequence we would run for a medical group or IPA that bears risk on an MA or ACO REACH contract. The first three moves are measurement; nothing after them is credible without a baseline. A list of forty suspects is ignored; a list of three conditions with the words the category requires gets read.
Measure
Every HCC on the current panel supported only by a chart review record in the last two data years. That list is your 2027 exposure.
Measure
Conditions already documented face to face this year are safe; the remainder are open.
Measure
How it links CRRs to EDRs and what it needs from you. CMS said technical detail will follow; your plan will interpret it.
Where the money is
One condition per line with the specificity each category requires, for visits still scheduled in 2026.
Where the money is
Members with open HCCs and no 2026 visit: an annual wellness visit or chronic follow-up before year end is the only route that still counts.
Build
Services that do not bill, such as care management or in-home assessments by acceptable providers, must still reach the plan as encounters.
Build
Every finding links to an existing encounter or opens a query for the clinician, never a standalone submission.
Build
A modifier 93 or FQ visit with nothing else on it does not count.
Run
Open HCCs, visits scheduled, visits completed, conditions documented. Stop when the open list is zero or the calendar runs out.
RADV guidance says the same from the audit side: a history of cancer last treated outside the data collection year may not validate the category, and problem lists are judged against the rest of the encounter. The prompt that prevents the audit finding is the one that captures the condition [3].
Reading a year of charts for several thousand members is the one place software earns its keep. Our HCC risk adjustment AI reads de-identified charts, maps supported diagnoses through a V28 crosswalk of 7,903 ICD-10 codes to 115 payment HCCs, audited at 1,500 of 1,500 codes against the CMS weights, and attaches the evidence to every suspect. Two deliberate limits: charts are de-identified first, zero identifier leaks in our verification run; and no code is submitted by the model alone, per our risk adjustment coding services. Under the 2027 rule the engine's output is a pre-visit prompt or a linked correction, and both need a human who can defend the code line by line if a RADV sample lands on it; see our RADV audit response playbook.
| Task | Engine | Certified coder | Clinician |
|---|---|---|---|
| Read prior-year charts and claims for persistence evidence | Yes | Reviews output | No |
| Map ICD-10-CM to the 2024 CMS-HCC category and hierarchy | Yes | Confirms | No |
| Decide the condition is present and addressed | No | No | Yes |
| Write the note with the required specificity | No | Queries gaps | Yes |
| Confirm the code against the note before submission | Suggests | Owns | No |
| Link a late finding to the right encounter | Proposes the match | Approves | No |
Run the nine moves and the question becomes operational: how many members with an open condition have a visit left this year, and how many need one scheduled. The group does not need the dollar value of each condition to act; finance can model the downside with the RAF score calculator once the open list is counted.
The playbook is a calendar exercise with a documentation prompt attached, not a coding exercise. Measure the exposure first, then schedule the visits.
Yes. CMS said the exclusion does not stop MA organizations from submitting unlinked CRRs. The diagnoses on them will not be used to calculate the payment year 2027 risk score, except for enrollees who switched from a different MA parent organization the prior year.
No. It applies to payment year 2027, which is calculated from 2026 dates of service. That is why the operational work falls in the rest of 2026: any condition that only ever reached CMS through a chart review needs a documented face-to-face encounter before December 31, 2026.
Interactive audio and video telehealth meets the face-to-face requirement under CMS guidance. Audio-only visits identified by modifier 93 or FQ do not, and from 2027 their diagnoses are excluded unless another line on the same record is risk adjustment eligible.
A CRR that identifies a previously submitted encounter data record and adds or deletes diagnoses for it. CMS said that when additional diagnoses need to be submitted for an encounter, a CRR can be linked to the EDR, and those diagnoses continue to count.
Not for CY 2027. The Rate Announcement states that the exclusion of diagnoses from unlinked CRRs does not apply to PACE organizations for CY 2027, while the audio-only exclusion does.
Checked October 25, 2026. Rules change; confirm against the source before relying on them. CMS has said the RADV audit schedule is subject to change.
We read the prior two data years, match every chart-review-only HCC to 2026 encounters and hand your clinic the open list with a prompt per member. A certified coder owns every code.