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Fig 1.

The assessment categories for each benchmarking target.

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Fig 2.

Pipeline for preparing testing dataset and validating analytics code.

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Fig 3.

Categorized EHR transactions between consecutive weekly snapshots.

Snapshots taken from July 30 to November 13, 2024.

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Fig 4.

Categorized demographics changes between consecutive weekly snapshots.

Snapshots taken from July 30 to November 13, 2024.

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Fig 5.

The number of patients with discharge information changes, including discharge time, discharge status, or both, for patients who during the baseline snapshot on April 12, 2025, had a discharge time recorded in their discharge encounter.

(A) Patients with inpatient encounters (B) Patients with outpatient encounters. Discharge information was compared for each day between April 12 and May 3, 2025, with the discharge information in the baseline snapshot.

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