Pardee et al identified clinical signs associated with respiratory failure, independent of spirometric or laboratory measures. This can help identify patients with respiratory failure likely to need mechanical ventilation, or else patients on mechanical ventilation requiring continued ventilatory support. The authors were from the Mason Clinic in Seattle.

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