A single laboratory value can tell you something. A progress note can tell you something. A diagnosis written in the discharge summary can tell you something. But none of them, standing alone, necessarily tells you the whole story of the patient. Healthcare documentation is rarely a collection of isolated facts. It is a picture assembled over

How strong CDI professionals use the clinical record without crossing the line between recognition and diagnosis A creatinine rises. The patient’s mental status changes. Oxygen requirements increase. Hemoglobin falls. Lactate is elevated. A dietitian documents severe muscle loss and poor intake. You recognize the pattern almost immediately. After years of reviewing medical records, that recognition

Why Clinical Validation Requires More Than Finding the Right Words in the Chart There it is. Right there in the progress note. Acute respiratory failure. The diagnosis has been documented by the physician. You know the ICD-10-CM code. You know the condition may significantly affect the final coded record. It would be easy to keep

Why knowing what not to capture may be one of the most important skills in coding and clinical documentation integrity You see it. An abnormal laboratory result. A diagnosis buried in the problem list. A condition mentioned in a specialist’s note. An old disease carried forward from a previous admission. An imaging finding that sounds significant. A