A controlled four-LLM analyst pipeline over 68 commercial-compatible physiological corpora produced 94 build-now detector components after deduplication, threshold audit, and native-channel/no-personalization gates.
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In- cidence and mechanisms of cardiorespiratory ar- rests in epilepsy monitoring units (MORTEMUS): A retrospective study,
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A Multi-Analyst LLM Pipeline for Auditable Rule Discovery Across 68 Public Physiological Corpora
A controlled four-LLM analyst pipeline over 68 commercial-compatible physiological corpora produced 94 build-now detector components after deduplication, threshold audit, and native-channel/no-personalization gates.