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47 changes: 47 additions & 0 deletions Care/Clinical/count_of_patients_with_high_rbs.md
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# Count of Patients with High RBS

> Count of patients whose latest recorded RBS value is greater than 150

## Purpose

Counts patients whose most recent recorded RBS value from the specified questionnaire is above `150`.

## Parameters

| Parameter | Type | Description | Example |
|-----------|------|-------------|---------|
| `date_filter` | DATE / range | Metabase date filter (typically bound to `emr_questionnaireresponse.created_date`) | `'2026-08-01'` |

---

## Query

```sql
WITH latest_sbp AS (
SELECT DISTINCT ON (emr_questionnaireresponse.patient_id)
emr_questionnaireresponse.patient_id AS patient_id,
(answer_element->>'value')::numeric AS systolic_bp
FROM emr_questionnaireresponse
CROSS JOIN LATERAL jsonb_array_elements(emr_questionnaireresponse.responses) AS response_element
CROSS JOIN LATERAL jsonb_array_elements(response_element->'values') AS answer_element
WHERE emr_questionnaireresponse.status = 'completed'
AND emr_questionnaireresponse.questionnaire_id IN (115)
AND response_element->>'question_id' = 'b000f459-1efb-4e1b-9579-2e568f9aa510'
--[[AND {{date_filter}}]]
ORDER BY emr_questionnaireresponse.patient_id, emr_questionnaireresponse.created_date DESC
)
SELECT COUNT(*) AS patients_with_rbs
FROM latest_sbp
WHERE latest_sbp.systolic_bp > 150;
Comment on lines +21 to +36
```

## Notes

- **Hardcoded IDs:**
- `questionnaire_id = 115` identifies the questionnaire.
- `question_id = 'b000f459-1efb-4e1b-9579-2e568f9aa510'` identifies the RBS field.
Update these if the form configuration changes.
- **Metabase filter:** `[[AND {{date_filter}}]]` is a field filter — bind it to `emr_questionnaireresponse.created_date`.

*Last updated: 2026-08-11*