A single ICD-10 code, a missing modifier or a misclassified procedure intent can shift a colonoscopy from a fully covered preventive service to a medically necessary diagnostic one, which could change ...

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Gastroenterologists performing colonoscopies in ASC and hospital outpatient settings are absorbing a targeted physician pay ...

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We note that our work focuses on architectural comparisons rather than competing with recent SLM developments (e.g., SmolLM, MobileLLM). Our analysis isolates the fundamental advantages of ...