Advanced machine learning framework for thyroid cancer epidemiology in Iran through integration of environmental socioeconomic and health system predictors.

Sci Rep · 2025 · PMC12354753 · PMID 40813883

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highly significantno p-value reported

Conversely, the interaction with Max-Average-Relative-Humidity showed notable negative beta values (− 0.28) and moderate SHAP values (0.035–0.047), with a highly significant p -value (0.0003, FDR-adjusted 0.004), suggesting a protective effect.

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