Robust and interpretable unit level causal inference in neural networks for pediatric myopia.

2 a, increasing the intervention value of PULSE leads to a rising trend in the ’No’ (non-myopic) output neuron’s ATE and a decreasing trend in the ’Yes’ (myopic) output neuron’s ATE.

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As the intervention value of HEIGHT increases, the response of the ’No’ (non-myopic) output neuron shows a decreasing trend, while the ’Yes’ (myopic) output neuron shows an increasing trend.

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