Kareplexityv0.1 demoOpen workspace
← Back to audit log

Agent invocation · 5/9/2026, 8:48:27 AM

Show me documentation gaps for Evelyn Strickland and tell me what HIPPS letters would shift if they are addressed.

Latency

24.8s

Tools

3

Tokens

24,590

Model

claude-opus-4-7

Final response

Evelyn Strickland — Documentation Gaps & HIPPS Impact

Resident: Evelyn Strickland (ID 21e38564…3468875), age 89, LTC insurance, active Primary Dx: Left femoral neck fracture, displaced, s/p left THA (S72.002A) Current HIPPS: BBADD — PT=B, OT=B, SLP=A, Nursing=D, NTA=D

Gap 1 — Depression not flagged (pdpmDepression)

What the chart already says (no new clinical findings invented):

  • MD note 2/3/26: "noted by staff and social work to have depressed mood, tearfulness, and decreased appetite since admission. Will continue to monitor mood."
  • MSW note 1/31/26: "Observed tearfulness during interview… Will monitor for depressive symptoms."

Documentation action: Complete a PHQ-9 resident interview (D0150) — or a staff mood assessment (D0500) if she can't reliably self-report — at the next MDS to formalize what's already in the narrative.

HIPPS shift if captured alone: BBADD → BBAED (Nursing D → E)

Gap 2 — Active pressure injury not flagged (ntaUlcersExceptStage4 / ntaOpenWoundsLesions)

What the chart already says:

  • RN note 2/10/26: "Coccygeal pressure injury previously noted on admission reassessed: area measures 1.8 × 1.5 cm, remains non-blanchable erythema… consistent with Stage 1 pressure injury. Resident repositioned Q2H… pressure-redistributing mattress overlay in place."

Documentation action: Capture the appropriate NTA wound flag at next MDS to reflect the coccyx pressure injury already being treated and reassessed.

HIPPS shift if captured alone: BBADD → BBAFC (Nursing D → F, NTA D → C)

Combined impact if both gaps are addressed

| | Current | Projected | |---|---|---| | HIPPS | BBADD | BBAGC | | Nursing | D | G | | NTA | D | C | | PT / OT / SLP | B / B / A | unchanged |

In plain language: PT, OT, and SLP letters don't move — those are driven by her function scores and clinical category (orthopedic surgery), which are already coded. The lift comes from the Nursing component (which uses depression as a classifier) and the NTA comorbidity score (which adds points for the wound). Together they bump her two letters to the right of the HIPPS string.

Suggested next step

Open the two pending recommendations on her chart (hipps_optimization items dated 2026-05-09) and route to the MDS coordinator to schedule a PHQ-9/staff mood assessment and add the wound flag at the next assessment window — both are supported by existing notes and require no new clinical findings.

Tool chain

  1. 01Query residents
    44ms
    input
    {
  "limit": 50
}
    result preview
    {"facilityId":"2ff057db-734f-4d27-824f-d4cbc864cac8","appliedFilters":{"payer":null,"ptLetterMax":null,"diagnosisPrefix":null,"admittedAfter":null,"riskLevel":null,"limit":50},"matchCount":50,"residents":[{"id":"1e608feb-9811-47e1-96f9-8e66cb94aa55","firstName":"Sylvia","lastName":"Beaumont","primaryPayer":"medicare","currentStatus":"active","admissionDate":"2026-03-14","age":85,"hippsCode":"KKKEC","ptComponent":"K","mdsDate":"2026-03-19","primaryIcd10":"I69.30","primaryDiagnosis":"Sequelae of cerebral infarction with unspecified late effects, driving SNF stay for rehabilitation","riskSeverity":"medium","riskSummary":"Documentation describes a fall with a small skin abrasion and references to wound care orders, but the corresponding NTA wound/ulcer flags do not appear captured, creating a …[truncated 30229 chars]
  2. 02Get resident detail
    53ms
    input
    {
  "resident_id": "21e38564-49f8-4546-81e6-a4bf3d468875"
}
    result preview
    {"id":"21e38564-49f8-4546-81e6-a4bf3d468875","name":"Evelyn Strickland","age":89,"sex":"female","primaryPayer":"ltc_insurance","currentStatus":"active","admissionDate":"2026-01-30","dischargeDate":null,"diagnoses":[{"icd10Code":"S72.002A","description":"Fracture of left femoral neck, displaced, initial encounter for closed fracture","isPrimary":true,"onsetDate":"2026-01-28","resolvedDate":null},{"icd10Code":"F03.90","description":"Unspecified dementia without behavioral disturbance","isPrimary":false,"onsetDate":"2023-05-02","resolvedDate":null},{"icd10Code":"I50.9","description":"Heart failure, unspecified","isPrimary":false,"onsetDate":"2021-07-10","resolvedDate":null},{"icd10Code":"N18.30","description":"Chronic kidney disease, stage 3, unspecified","isPrimary":false,"onsetDate":"2019-0…[truncated 8941 chars]
  3. 03Analyze HIPPS optimization
    43ms
    input
    {
  "resident_id": "21e38564-49f8-4546-81e6-a4bf3d468875"
}
    result preview
    {"residentId":"21e38564-49f8-4546-81e6-a4bf3d468875","name":"Evelyn Strickland","currentHipps":"BBADD","components":{"pt":"B","ot":"B","slp":"A","nursing":"D","nta":"D"},"gapCount":2,"gaps":[{"type":"depression_unflagged","field":"pdpmDepression","severity":"medium","suggestion":"Notes describe depressive symptoms. Score a PHQ-9 (D0150) or staff assessment (D0500) at next MDS to capture for nursing classification.","evidence":["[MD] ... noted by staff and social work to have depressed mood, tearfulness, and decreased appetite since admission. Will continue to mon...","[MSW] ...ness during interview. Will monitor for depressive symptoms and coordinate with interdisciplinary team. Medicare Part A insurance ..."],"hippsImpact":{"before":"BBADD","after":"BBAED","changedComponents":["Nursing"],…[truncated 994 chars]

Audit ID

0a4f57a2-23ea-4dfe-9bdf-79b490577a89

Session

demo-session