Hospital System

Surface early strain for clinicians and help them realign with motivating work.

Journey (patient + clinician flow)

json

Pre-visit intake (forms, portal messages, call transcripts)
    → Burnout + distress screening (tone, fatigue, detachment)
    → Flag safety + acuity (self-harm, agitation, cognitive strain)
    → Route to pathways (behavioral health, sleep, pain, social support)
    → Clinician brief (concise rationale + trend)
    → Follow-up pulse (1–2 questions post-visit)

What we detect

Emotional exhaustion in patient tone that may affect adherence.
Detachment/withdrawal that signals risk for disengagement.
Cognitive load or overwhelm ahead of complex treatment plans.
Safety signals: self-harm, violence, acute distress → escalate per protocol.

How we help

Pre-visit summaries: risk score, top blockers, 2-line rationale.
Pathway suggestions: sleep hygiene, pain management, behavioral health, social work.
Messaging assists: empathetic copy starters for staff replies.
Trend tracking: rising/falling/stable burnout likelihood across visits.

Intake inputs that work

40–120 words from: symptom descriptions, portal messages, RN triage notes.
De-identify by default; PHI handling only under BAA and explicit enablement.

Example request

json

curl -X POST https://api.stageonego.com/v1/detect \
  -H "Authorization: Bearer $STAGEONEGO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "text": "I'm too tired to follow the new regimen. Feels pointless after last flare-up."
  }'
{
  "text": "I’m too tired to follow the new regimen. Feels pointless after last flare-up.",
  "context": "careSetting:outpatient; specialty:rheumatology; locale:en-US"
}

Example response (trimmed)

json

{
  "data": {
    "burnout_intensity": {
      "score": 0.57,
      "risk_level": "yellow",
      "trend": "rising"
    },
    "symptoms": ["emotional_fatigue", "hopelessness"],
    "incoming_blockers": ["fatigue", "treatment_adherence_barriers"]
  },
  "meta": {
    "request_id": "req_hospital_123",
    "timestamp": "2024-01-15T10:35:00Z"
  }
}

Safeguards

Decision support, not diagnostic; clinician owns disposition.
No raw-text persistence unless explicitly enabled; log events only.
Respect local escalation ladders; we return flags, you choose routing.