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For fertility decision-making, average effects alone often do not map cleanly onto how likely this patient is to achieve a clinically meaningful change. Bayesian hierarchical approaches can express benefits as posterior probabilities around pre-specified thresholds, which may better support stratified counseling and shared decisions

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