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Balanced, neutrality-focused, method-centered presentation with cautious interpretation of performance metrics and emphasis on privacy-preserving approaches, without ideological slant or sensational framing.
Retrospective cross-sectional study at an academic medical center evaluating privacy-preserving LLM methods for identifying acute NAION using unstructured ophthalmology longitudinal EHR data, compared to ICD-code-based identification.
Neutral, evidence-based stance; confidence ~0.65
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