Daily Snapshot Flag Calculation

📊 How the Score is Calculated

• Akssi only looks at the most recent 7 days.
• Instead of using the actual scores, we compare each score to a baseline (normal level).
  • Higher than baseline → positive number
  • Lower than baseline → negative number

Example:

• Baseline = 5
• Score = 7 → that’s +2 (not 7)

📅 If There Are Multiple Scores in One Day

• Average them into one score for that day
• Then compare that average to the baseline

Example:

• Scores in one day = 2, 4, 3
• Daily average = 3
• That becomes that day’s value in the 7-day trend

🚫 Important Rule: Akssi Does Not Reuse Old Data After an Alert

Once an alert happens, those days are retired forever.

What this means:

• If Days 1–7 trigger an alert → ignore them going forward
• Start fresh with Days 8–14 only

Even if:

• The residents improve
• Or a clinician clears the alert

👉 Those original days are still off-limits

⏱️ Cooldown Rule

• After an alert, wait 7 full days before another alert can happen
• Example:
  • Alert on Day 7 → next possible alert = Day 14

🚨 When Alerts Happen

Akssi trigger an alert based on the 7-day average trend:

• +0.5 or higher → resident is getting worse → alert
• -0.5 or lower → resident is improving → alert

(These thresholds can be adjusted if needed)

🧩 In One Sentence

Akssi is tracking whether a resident is getting better or worse over a week, ignoring old alerts, and only triggering new alerts when there’s a meaningful trend.