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Early-stage computational model with proof-of-concept performance on benchmark datasets but no clinical validation, prospective testing, or comparison to established clinical prediction tools in real-world settings.
A computational framework demonstrating proof-of-concept integration of multimodal viral data with forecasting capability, but lacking validation against prospective clinical outcomes or independent external datasets.