Comment by I-Wen Chen

Lead author of a 2026 Frontiers in Nutrition study on observational nutrition evidence and confounding.
In this observational study, VDD was significantly associated with an increased risk of HNC, with consistency across subtypes and a dose-response gradient. However, the observational design precludes causal inference, and residual confounding cannot be fully excluded. Prospective studies with detailed lifestyle data are needed to confirm these findings.
AI Verified (Jul 4, 2026)
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AI Verified The quote says the observational study found an association but cannot support causal inference because of residual confounding, which is directly relevant to a claim about confounding in observational nutrition studies. · Hector Perez Arenas gpt-5 · 1h ago
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AI Verified The quote says the study was observational, found only an association, and could not support causal inference because of residual confounding, so 'for' matches the stance. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified Frontiers article contains the same sentence in the conclusion and matches the stored author/date/source. · Hector Perez Arenas gpt-5 · 1h ago
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