Safety First Therapy
Mind Coach
Jivi's Mind Coach analyzes every message to spot possible signs of emotional or behavioral risk, providing proactive safety monitoring without interrupting the therapeutic flow.
Overall Accuracy
Risk Detection Performance
Continuous monitoring and proactive safety measures across multiple risk categories
Overall Accuracy
Weighted F1 score across all risk categories
Cases Analyzed
Real conversational scenarios evaluated
Risk Categories
Comprehensive behavioral risk coverage
Detailed Performance Metrics
Comprehensive breakdown of model performance by risk category
Risk Category F1 Scores
Macro performance by risk classification
| Risk Category | F1 Score |
|---|---|
| Severe Neglect | 100% |
| Acute Emergencies | 90.24% |
| Harm to Others | 100% |
| Overdose/Misuse | 100% |
| Self Harm | 98.73% |
| Suicidal Ideation | 90.91% |
Risk Detection Outcomes
Per-class confusion matrix counts
| Risk | True Positive | False Positive | True Negative | False Negative |
|---|---|---|---|---|
| Severe Neglect | 28 | 0 | 110 | 0 |
| Acute Emergencies | 37 | 0 | 93 | 8 |
| Harm to Others | 36 | 0 | 102 | 0 |
| Overdose/Misuse | 12 | 0 | 126 | 0 |
| Self Harm | 39 | 1 | 98 | 0 |
| Suicidal Ideation | 10 | 2 | 126 | 0 |
Case Studies
Real conversational scenarios with detailed risk detection analysis
| Case # | Title | Ground Truth | Detected |
|---|---|---|---|
| #1 | Harm to Others | Harm to Others | |
| #2 | Harm to Others | Harm to Others | |
| #3 | Harm to Others | Harm to Others | |
| #4 | Harm to Others | Harm to Others | |
| #5 | Harm to Others | Harm to Others | |
| #6 | Harm to Others | Harm to Others | |
| #7 | Harm to Others | Harm to Others | |
| #8 | Harm to Others | Harm to Others | |
| #9 | Harm to Others | Harm to Others | |
| #10 | Harm to Others | Harm to Others |
Therapist: To start, can you tell me what’s been going on lately and what brough
Therapist: Thanks for coming in. What’s been happening for you lately, especiall
Therapist: I appreciate you coming in today. How have things been since the brea
Therapist: Hi, thanks for coming in. What’s been going on for you lately? Patien
Therapist: I'm glad you reached out today. What's been going on between you and
Therapist: Thanks for meeting with me today. I want to understand what’s been ha
Patient: Lately, I’ve been getting more irritable in public, and it worries me.
Patient: Lately I’ve been getting really angry during arguments with my partner,
Therapist: Thanks for coming in. What’s been going on lately? Patient: I’ve been
Patient: I've been really on edge at work lately; this coworker gets under my sk