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Estimating the potential cardiovascular benefit of lifestyle risk factors using causal machine learning: insights from UK Biobank

Stevens, Christophe et al.
Spiral · Papers · License: CC BY-NC-ND 4.0
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Background Increasingly recommendations for prevention focus on global risk assessment in lower risk individuals where sufficient lifestyle changes may reduce the need for pharmacotherapy; yet these benefits are hard to quantify, undermining adherence. We aimed to derive a tool that personalises the
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