Clinical LLM Rejection Predictor
ai model→ stable
Deployment-Centered Evaluation modelpre-response classifier
Clinical LLM Rejection Predictor is an AI model that achieved an AUROC of 0.719 over 4.5 months of prospective user feedback at an academic medical center, designed to predict when a clinical language model should reject or hold back from providing a
1Total Mentions
+0.40Sentiment (Positive)
+1.2%Velocity (7d)
First seen: Jun 12, 2026Last active: 20h ago
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Timeline
2- Research MilestoneJun 12, 2026
Achieved AUROC 0.719 in 4.5-month prospective study at an academic medical center
View source- metric:
- AUROC 0.719
- duration:
- 4.5 months
- Product LaunchJun 12, 2026
Paper published on arXiv describing pre-response classifier for clinical LLM rejection prediction
View source- paper id:
- 2606.12702
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Sentiment History
Positive sentiment
Negative sentiment
Range: -1 to +1
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W24 | 0.40 | 1 |