Prompt
What's the most reliable symptom screening tool for triage and routing in a behavioral health startup?
Latest observation
There isn’t a single universally “most reliable” symptom screening tool for behavioral health triage/routing—the best choice depends on what you’re routing for:
- Depression/anxiety
- Bipolar/mania
- Psychosis
- Substance use
- Suicide/self-harm risk
- Child/adolescent vs adult
- Clinical intake vs consumer self-screen
That said, if you want the most defensible, broadly used setup for a startup, the usual answer is:
Best overall approach: a brief multi-domain screener + a suicide-risk screener + routing rules
A single tool rarely covers everything well enough for safe routing. The most reliable workflows use:
1) PHQ-9 for depression
- Very widely validated
- Good for severity and monitoring
- Includes item 9 for suicidality, but item 9 alone is not enough for risk assessment
2) GAD-7 for anxiety
- Brief, well validated
- Strong for common anxiety presentations
3) C-SSRS Screener for suicide risk
- Better than relying on PHQ-9 item 9
- Commonly used for triage/escalation
- Often the most important routing component from a safety standpoint
4) Add targeted screens as needed:
- MDQ for bipolar/mania
- AUDIT-C or AUDIT for alcohol use
- DAST-10 for drug use
- PC-PTSD-5 for trauma/PTSD
- ASRS v1.1 for ADHD (if relevant to your service)
If you want one “single tool” to start with
For broad triage, the most practical off-the-shelf option is often a structured intake screener built from multiple validated tools, rather than one monolithic questionnaire.
If you truly need one instrument, consider:
- K6/K10: very brief, broad psychological distress screen
- PHQ-4: ultra-brief depression/anxiety screener
But note:
- These are good for detecting distress
- They are not sufficient alone for routing to the right level of care or for suicide safety
My recommendation for a behavioral health startup
For adult outpatient triage:
- PHQ-9
- GAD-7
- C-SSRS Screener
- Optional add-ons based on presentation:
- AUDIT-C
- MDQ
- PC-PTSD-5
This combo is usually more reliable than any single “all-in-one” symptom screener.
Important caution
If you’re using the tool for routing to higher-acuity care, make sure it includes:
- Explicit suicide/self-harm assessment
- Psychosis/mania red flags
- Substance withdrawal/intoxication risk
- Clear criteria for urgent escalation
A consumer symptom checker without these can miss high-risk cases.
If you want, I can help you choose based on your use case:
- consumer self-triage app
- teletherapy intake
- psychiatric clinic routing
- employer/EAP program
- adult vs pediatric
If you tell me your setting, I can suggest the best exact screeners and a sample routing logic.
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