Second-order dynamical integration of LLM risk outputs produces smooth anticipatory concern trajectories in synthetic ward scenarios, unlike the sharp cliffs from stateless agents.
Continuous Vital Sign Monitoring at the Surgical Ward for Improved Outcomes After Major Noncardiac Surgery: A Randomized Clinical Trial
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Modeling Clinical Concern Trajectories in Language Model Agents
Second-order dynamical integration of LLM risk outputs produces smooth anticipatory concern trajectories in synthetic ward scenarios, unlike the sharp cliffs from stateless agents.