RAG vs fine-tuning for ICD-10 medical coding

A tested answer to RAG vs fine-tuning on ICD-10 medical coding: retrieval, an off-the-shelf reranker, and a zero-shot LLM selector beat every fine-tuned model on accuracy and cost. Real numbers and the failures.