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CauceOS technical

Crisis detection

Set of verbal signals and speech patterns that indicate risk of suicidal ideation, self-harm, or severe emotional decompensation, requiring immediate clinical evaluation.

Definition

Crisis detection in therapeutic and coaching contexts refers to the identification of verbalizations that signal risk of harm — to oneself or others. This includes suicidal ideation (from passive: "I wish I weren't here" to active: "I have a plan"), self-harm ideation, severe hopelessness, plans to harm others, or signs of acute psychotic decompensation. Early detection allows the professional to intervene before risk escalates.

Responsibility note: This glossary describes clinical concepts for informational purposes. CauceOS is an assistance tool, not a medical device or diagnostic system. Risk assessment and management is always the responsibility of the qualified human professional.

How it's used

Mental health professionals use validated risk assessment scales (Columbia Suicide Severity Rating Scale, Beck Scale for Suicidal Ideation, PHQ-9 item 9) together with clinical interviews to assess the intensity, frequency, and means access of ideation.

Linguistic warning signs include: expressions of having no reasons to live, verbalization of specific plans or methods, implicit farewells, giving away valued possessions, "no way out" language or language about being a burden to others.

The standard protocol upon suspicion of risk includes: asking directly (research shows that asking about suicide does not increase risk), assessing imminence and means access, activating the agreed safety plan, and documenting the evaluation and interventions performed.

When to apply

Vigilance for crisis signals should be active in every clinical session, especially with clients in treatment for depression, BPD, trauma, or addictions. In coaching or HR contexts, crisis signals require immediate referral to mental health services — the coach is not qualified to conduct clinical risk assessment.

Historical origin

Suicide risk assessment protocols were formalized in the last decades of the 20th century from Edwin Shneidman's research in suicidology. The Columbia Suicide Severity Rating Scale (C-SSRS), developed by Kelly Posner and colleagues, is currently the most widely used instrument internationally and the FDA standard for clinical trials.

How CauceOS supports it

CauceOS analyzes session discourse in real time to detect linguistic patterns associated with risk. When a warning signal is detected, the system notifies the professional discreetly in their interface — without interrupting the session or displaying notifications to the client. The system does not diagnose or assess risk: it only flags the professional to fragments that warrant immediate clinical attention.

References

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