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Table 1.

Selection groups used for the weighted sample.

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Table 2.

Set of ICD-10 codes used in the selection of patients.

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Table 3.

The set of ICD-10 codes for the defining an adverse event by the instrument.

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Fig 1.

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Table 4.

Demographics.

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Table 5.

Demographics for the training and holdout set.

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Fig 2.

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Fig 3.

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Table 6.

Results comparing the reference code model with the top performing logistic regression model.

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Table 7.

Importance of the variables in the logistic regression model.

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Table 7 Expand

Fig 4.

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Fig 5.

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