Scatter Plot from Scientific Research

Feature importance provided for the omicron-predominant period between Dec 26, 2021 and Aug 8, 2022. Gradient boosting decision tree feature importance and influence of higher and lower values of the risk factors on the all-age group population outcome. SHAP values of less than 0 are associated with a reduced risk of hospitalisation, mechanical ventilation, or death; SHAP values of more than 0 are associated with an increased risk. Red dots represent patients with higher values for a variable; blue dots represent patients with lower values. Nominal classes are binary (0 or 1). For sex, male is 1 (red). COPD=chronic obstructive pulmonary disorder. SHAP=Shapley Additive Explanations.

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