keiyu Hospital

Measuring the Boundary of Deterministic Authorization Monitors

Abstract Deterministic authorization monitors promise what probabilistic guardrails cannot: the same input, the same decision, every time. But theory has held for half a century that a monitor’s guarantee extends only to what the information available to it mediates or allows it...

Characteristics of Patients Achieving Clinically Meaningful Improvement in Neuropathic Pain After Surgery for Degenerative Cervical Myelopathy

Study DesignRetrospective analysis of a prospectively maintained multicenter cohort.ObjectivesTo identify clinical characteristics associated with clinically meaningful improvement in neuropathic pain and to evaluate its relationship with postoperative functional outcomes in pati...