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Fig 1.

Inclusion and exclusion criteria for derivation and retrospective validation cohorts.

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Table 1.

Patient characteristics in training, testing and prospective validation datasets for hospital mortality model.

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Fig 2.

Coefficients and confidence intervals for hospital mortality, 180-day mortality and 30-day readmission prediction models.

Abbreviations: WBC, white blood cell; NA, sodium; K, potassium; BUN, blood urea nitrogen; COPD, chronic obstructive pulmonary disease.

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Fig 2 Expand

Fig 3.

Hospital mortality model performance for retrospective and prospective validation.

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Fig 3 Expand

Fig 4.

30-day readmission model performance for retrospective and prospective validation.

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Fig 4 Expand

Table 2.

Hospital mortality risk scoring at Door + 4 and prior to discharge.

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Table 2 Expand

Table 3.

180-day mortality risk scoring at Door + 4 and prior to discharge.

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Table 3 Expand

Table 4.

30-day readmission risk scoring at Door + 4 and prior to discharge.

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Table 4 Expand