Now I have enough evidence. The picture is much clearer than my first read of this facility — there ARE acuity escalation signals here.

AL Residents Who May Warrant SNF Transfer

I found 3 residents with documented clinical signals that exceed standard AL scope plus 2 already-transferred Parkinson's residents that confirm the discharge pattern. Here's the evidence-based read.

Strong SNF transfer candidates

🔴 Thomas Nguyen (85, private pay, admitted 7/2023)

Strongest case for transfer.

R29.6 Recurrent falls as a documented diagnosis
Witnessed fall 7/8/2025 — found on floor beside bed, got up without calling
PT note 7/1 explicitly recommends "two-person assist on stairs" — this is past AL staffing scope
CKD Stage 3 + Alzheimer's + recurrent falls = nursing-level med management
Pending recommendation already in system: "Behavioral risk without support plan"

🔴 Nancy Wexford (87, LTC insurance, admitted 5/2023)

R29.6 Recurrent falls as documented diagnosis
Progressive Alzheimer's now requiring mechanical soft diet with thickened liquids + verbal/physical cuing at every meal — dysphagia management
Daughter reporting sundowning in evenings
Pending recommendation already in system: "Behavioral risk without support plan"
2+ year tenure with documented decline trajectory

🟡 James Pruitt (81, Medicaid, admitted 6/2024)

Parkinson's with documented freezing episodes requiring caregiver cueing (PT note 7/1)
Mechanical soft diet, Carbidopa-Levodopa timing now needs nursing coordination
Family already asking about "future care planning" in 7/8 MSW note — discharge conversation has implicitly started
Watch closely; not urgent today but trajectory points to SNF within 6–12 months

🟢 Shirley Beaumont (95, private pay) — STAY

Despite advanced age, clinical record shows stable weight, no falls, regular diet, engaged in music programming. Dementia without behavioral disturbance. Right level of care.

Pattern confirmation: 2 Parkinson's discharges

Two residents with G20 Parkinson's disease already discharged:

Gerald Ostrowski (81, admitted 6/2025 → discharged)
Carlos Reyes (79, admitted 9/2025 → discharged)

Both short stays (~3 months or less) before discharge. This confirms Parkinson's progression is the dominant acuity-out trigger at CaraDay Senior Living — which makes James Pruitt's trajectory more concerning.

Revenue / operational impact

| Move | AL MRR loss | SNF gain (Medicaid LTC) | |---|---|---| | Nguyen → SNF (private→Medicare A short stay or private pay) | ~$8,200/mo | High — Alzheimer's + falls + CKD will support strong PDPM nursing/NTA components | | Wexford → SNF (LTC insurance) | ~$8,200/mo | Strong — dysphagia + recurrent falls + dementia | | Pruitt → SNF (Medicaid) | ~$8,200/mo | Medicaid LTC → straight HIPPS revenue |

Net: these aren't losses, they're internal continuum transfers that protect the resident and keep revenue inside CaraDay.

Tool limitation note

The semantic clinical-notes search tool is currently throwing a database error on the AL facility (parameter binding issue — I tried 4 queries and all errored). I worked around this by pulling full resident detail on the highest-tenure / highest-acuity candidates. If those searches were available, I could surface additional behavioral or skin-integrity signals across the broader AL census.

Next step: Schedule a clinical review meeting on Thomas Nguyen this week — the 7/8 fall + documented two-person-assist requirement is the most defensible transfer trigger and the longer he stays in AL the more facility liability exposure grows.

Try next

Pull Nguyen's full chart and draft a SNF transfer summary Show me which SNF beds are open for an AL transfer Find SNF residents with falls who could safely step down to AL

{"facilities":[{"id":"9e811a53-12a5-4192-acf3-03f62991b5d4","name":"CaraDay Senior Living","facilityType":"assisted_living","bedCount":60,"residents":15,"active":13},{"id":"4cf561d0-c33a-4303-8e56-7c3ccd3654f3","name":"CaraDay Home Health","facilityType":"home_health","bedCount":null,"residents":12,"active":9},{"id":"3681b1ee-4ba7-4c7b-bb61-08a77c8b43db","name":"CaraDay Hospice","facilityType":"hospice","bedCount":null,"residents":8,"active":5},{"id":"bc62392d-1195-4667-aa0b-eace1cc0f6bd","name":"CaraDay Galleria IL","facilityType":"independent_living","bedCount":220,"residents":12,"active":8},{"id":"2ff057db-734f-4d27-824f-d4cbc864cac8","name":"CaraDay Houston SNF","facilityType":"snf","bedCount":120,"residents":50,"active":31}]}

{"facilityId":"9e811a53-12a5-4192-acf3-03f62991b5d4","facilityType":"assisted_living","facilityName":"CaraDay Senior Living","census":15,"activeResidents":13,"discharged":2,"payerMix":[{"payer":"private","n":6},{"payer":"ltc_insurance","n":5},{"payer":"medicaid","n":4}],"acuityDistribution":[{"acuityLevel":"level_5_memory_care","n":12,"mrr":98400},{"acuityLevel":"level_3_moderate_assistance","n":3,"mrr":18900}],"monthlyRecurringRevenue":117300,"annualizedRevenue":1407600,"note":"AL has no HIPPS / PDPM. Acuity tiers from lib/verticals/assisted-living/classifyAcuity."}

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ERROR: Failed query: SELECT n.id, n.resident_id AS "residentId", r.first_name AS "firstName", r.last_name AS "lastName", n.note_date AS "noteDate", n.author_role AS "authorRole", n.note_type AS "noteType", SUBSTRING(n.content FROM 1 FOR 500) AS "content", 1 - (n.embedding <=> $1::vector) AS "similarity" FROM clinical_notes n INNER JOIN residents r ON r.id = n.resident_id WHERE ($2::uuid IS NULL OR r.facility_id = $3::uuid) AND (::uuid IS NULL OR n.resident_id = ::uuid) ORDER BY n.embedding <=> $4::vector LIMIT $5 params: 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ERROR: Failed query: SELECT n.id, n.resident_id AS "residentId", r.first_name AS "firstName", r.last_name AS "lastName", n.note_date AS "noteDate", n.author_role AS "authorRole", n.note_type AS "noteType", SUBSTRING(n.content FROM 1 FOR 500) AS "content", 1 - (n.embedding <=> $1::vector) AS "similarity" FROM clinical_notes n INNER JOIN residents r ON r.id = n.resident_id WHERE ($2::uuid IS NULL OR r.facility_id = $3::uuid) AND (::uuid IS NULL OR n.resident_id = ::uuid) ORDER BY n.embedding <=> $4::vector LIMIT $5 params: 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ERROR: Failed query: SELECT n.id, n.resident_id AS "residentId", r.first_name AS "firstName", r.last_name AS "lastName", n.note_date AS "noteDate", n.author_role AS "authorRole", n.note_type AS "noteType", SUBSTRING(n.content FROM 1 FOR 500) AS "content", 1 - (n.embedding <=> $1::vector) AS "similarity" FROM clinical_notes n INNER JOIN residents r ON r.id = n.resident_id WHERE ($2::uuid IS NULL OR r.facility_id = $3::uuid) AND (::uuid IS NULL OR n.resident_id = ::uuid) ORDER BY n.embedding <=> $4::vector LIMIT $5 params: 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ERROR: Failed query: SELECT n.id, n.resident_id AS "residentId", r.first_name AS "firstName", r.last_name AS "lastName", n.note_date AS "noteDate", n.author_role AS "authorRole", n.note_type AS "noteType", SUBSTRING(n.content FROM 1 FOR 500) AS "content", 1 - (n.embedding <=> $1::vector) AS "similarity" FROM clinical_notes n INNER JOIN residents r ON r.id = n.resident_id WHERE ($2::uuid IS NULL OR r.facility_id = $3::uuid) AND (::uuid IS NULL OR n.resident_id = ::uuid) ORDER BY n.embedding <=> $4::vector LIMIT $5 params: 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{"id":"9b1643ed-1196-442c-90ff-e85b66fc38c7","name":"Shirley Beaumont","age":95,"sex":"female","primaryPayer":"private","currentStatus":"active","admissionDate":"2024-08-16","dischargeDate":null,"diagnoses":[{"icd10Code":"F03.90","description":"Unspecified dementia without behavioral disturbance","isPrimary":true,"onsetDate":"2022-03-15","resolvedDate":null},{"icd10Code":"F32.9","description":"Major depressive disorder, single episode, unspecified","isPrimary":false,"onsetDate":"2023-05-17","resolvedDate":null},{"icd10Code":"M19.90","description":"Unspecified osteoarthritis, unspecified site","isPrimary":false,"onsetDate":"2023-02-11","resolvedDate":null},{"icd10Code":"E78.5","description":"Hyperlipidemia, unspecified","isPrimary":false,"onsetDate":"2022-06-20","resolvedDate":null},{"icd10…[truncated 4501 chars]

{"id":"e7ea3be9-1195-47fd-b6f7-e3f380b039ad","name":"Nancy Wexford","age":87,"sex":"female","primaryPayer":"ltc_insurance","currentStatus":"active","admissionDate":"2023-05-22","dischargeDate":null,"diagnoses":[{"icd10Code":"G30.9","description":"Alzheimer's disease, unspecified","isPrimary":true,"onsetDate":"2022-11-14","resolvedDate":null},{"icd10Code":"R29.6","description":"Recurrent falls","isPrimary":false,"onsetDate":"2023-02-10","resolvedDate":null},{"icd10Code":"F32.9","description":"Major depressive disorder, single episode, unspecified","isPrimary":false,"onsetDate":"2023-01-30","resolvedDate":null},{"icd10Code":"E03.9","description":"Hypothyroidism, unspecified","isPrimary":false,"onsetDate":"2018-04-17","resolvedDate":null},{"icd10Code":"M19.90","description":"Osteoarthritis, u…[truncated 4592 chars]

{"id":"1d6d6d7a-0393-4ac8-97e2-2f53fc4d30e4","name":"Thomas Nguyen","age":85,"sex":"male","primaryPayer":"private","currentStatus":"active","admissionDate":"2023-07-12","dischargeDate":null,"diagnoses":[{"icd10Code":"G30.9","description":"Alzheimer's disease, unspecified","isPrimary":true,"onsetDate":"2022-03-15","resolvedDate":null},{"icd10Code":"F32.9","description":"Major depressive disorder, single episode, unspecified","isPrimary":false,"onsetDate":"2023-01-08","resolvedDate":null},{"icd10Code":"R29.6","description":"Recurrent falls","isPrimary":false,"onsetDate":"2022-11-30","resolvedDate":null},{"icd10Code":"N18.30","description":"Chronic kidney disease, stage 3, unspecified","isPrimary":false,"onsetDate":"2021-09-17","resolvedDate":null},{"icd10Code":"M19.90","description":"Osteoar…[truncated 4685 chars]

{"id":"78e148a9-8c58-45f0-87af-9543851fe6ee","name":"James Pruitt","age":81,"sex":"male","primaryPayer":"medicaid","currentStatus":"active","admissionDate":"2024-06-20","dischargeDate":null,"diagnoses":[{"icd10Code":"G20","description":"Parkinson's disease","isPrimary":true,"onsetDate":"2021-03-15","resolvedDate":null},{"icd10Code":"R26.81","description":"Unsteadiness on feet and difficulty with walking","isPrimary":false,"onsetDate":"2023-09-12","resolvedDate":null},{"icd10Code":"F32.9","description":"Major depressive disorder, single episode, unspecified","isPrimary":false,"onsetDate":"2023-01-20","resolvedDate":null},{"icd10Code":"E78.5","description":"Hyperlipidemia, unspecified","isPrimary":false,"onsetDate":"2022-07-08","resolvedDate":null},{"icd10Code":"I10","description":"Essential…[truncated 4420 chars]

Find AL residents whose acuity may warrant SNF transfer