At discharge, the physician documents, “Possible gram-negative pneumonia.” No later documentation rules out the condition. How should the diagnosis generally be handled for an inpatient admission?
A CDI manager notes that the physician query response rate is 98%, but only 55% of queries are answered before discharge. Which metric should receive the MOST immediate workflow analysis?
A neurologist documents acute cerebral infarction. A qualified stroke nurse records the NIH Stroke Scale score in the medical record. Which statement is MOST accurate?
A patient undergoes total knee replacement. The patient has no DVT on admission but develops a postoperative deep vein thrombosis during the hospitalization. Why is accurate POA documentation particularly important?
The progress note on hospital day 2 of a patient's admission states that the patient got up from the bed to go to the bathroom just after housekeeping had mopped the floor. The patient slipped and fell onto the floor, sustaining a broken wrist. The diagnosis of a fractured wrist will:
A CDI specialist submits a neutral query regarding possible acute blood loss anemia. The physician answers “clinically unable to determine.” The CDI specialist believes documenting the diagnosis would increase reimbursement substantially. What is the MOST appropriate next action?
Under the FY 2026 Hospital-Acquired Condition Reduction Program, which hospitals are subject to the program's payment reduction?
A CDI specialist drafts the following query:
“Please document acute respiratory failure because the patient's oxygen saturation is 84% and this diagnosis will qualify as an MCC.”
What is the MOST appropriate action?
Which of the following principal diagnoses groups to MS-DRG 884, Organic Disturbances and Intellectual Disability?
A patient with a history of heart failure is admitted with severe dyspnea and bilateral lower-extremity edema. BNP is 1,000 pg/mL and echocardiography shows an ejection fraction of 25% with left ventricular systolic dysfunction. Which diagnosis should the CDI specialist consider when constructing a clinically supported clarification query?
A CDI specialist reviews the MS-DRG mismatch report and notes a difference in a case. The coder noted that a current Coding Clinic affects the final coding of the record, which changed the MS-DRG assignment. To BEST understand this discrepancy, the specialist should FIRST:
A patient's chest x-ray shows pulmonary vascular congestion and pleural effusions. These findings are most consistent with which of the following conditions?
A CDI specialist reviews a prior hospitalization and finds that the patient previously had chronic systolic heart failure. During the current admission, the provider documents only “history of CHF,” although the patient remains on long-term heart-failure therapy. What is the BEST approach?
A patient is admitted with TIA, right-sided weakness, and slurred speech. The physician's physical examination notes that the patient's right-sided weakness continues, but the slurred speech has resolved. A CT scan of the brain reveals a new hypodense area. The most specific diagnosis to query is acute:
Under the Hospital Readmissions Reduction Program, what is the maximum payment reduction applicable to an eligible hospital?
The attending physician documents “acute systolic heart failure,” while a consultant documents “chronic diastolic heart failure” for the same episode of care. Which provider should ultimately clarify the conflicting diagnostic documentation for coding purposes?
The MOST important factor influencing a hospital's ability to capture the most accurate MS-DRG involves:
The table below shows physician performance:

Which of the following physicians will have the most favorable mortality rate on a public website, such as Healthgrades.com?
An operative report states that the surgeon performed an excisional debridement of a heel wound. The report documents removal of necrotic tissue but does not identify the deepest tissue level removed. What should the CDI specialist clarify?
Which pressure-ulcer category is specifically included in the traditional CMS HAC payment policy when the condition is not present on admission?
Which of the following secondary diagnoses has the MOST positive monetary impact on MS-DRG reimbursement?
Which CMS program can reduce an eligible hospital's Medicare base operating DRG payments by as much as 3% because of excess readmissions?
Which statement BEST defines the principal diagnosis for an inpatient hospitalization?
A patient presents with fever, productive cough, and infiltrates in the right upper lobe per chest x-ray. The history and physical notes that the patient has pneumonia and hypotension. Cultures are drawn and the patient is admitted for IV antibiotics. On day 2, the patient's condition worsens, and the patient is transferred to the ICU for closer monitoring. The ICU physician documents sepsis. Which of the following statements is MOST accurate?
A physician is completing rounds when a CDI specialist identifies conflicting documentation that can be clarified immediately. Which approach is MOST appropriate?
An arterial blood gas shows pH 7.24, PaCO₂ 72 mmHg, and HCO₃⁻ 30 mEq/L in a patient with COPD and acute respiratory distress. Which acid-base abnormality is primarily demonstrated?
A CDI program reports the following monthly results:
- Provider response rate: 97%
- Provider agreement rate: 84%
- Queries issued after discharge: 38%
- CDI/coder agreement: 96%
Which metric presents the clearest opportunity to improve concurrent CDI workflow?
CMS identifies the complete logic used to assign inpatient cases to MS-DRGs in which FY 2026 resource?
A hospital's mortality report shows 125 observed deaths and 100 expected deaths. The observed-to-expected mortality ratio is 1.25. Which interpretation is MOST accurate?
A patient with chronic heart failure presents with confusion, nausea, and seizures. Serum sodium is 116 mEq/L. The patient is treated with hypertonic saline and intensive electrolyte monitoring. Which diagnosis is MOST strongly supported for clarification?
A patient with type 2 diabetes mellitus is admitted with stage 4 chronic kidney disease. The physician documents both conditions but does not explicitly state that the CKD is caused by diabetes. No documentation indicates that the conditions are unrelated. Which of the following is the MOST appropriate coding approach?
A patient is admitted with fever, productive cough, and hypotension. The attending physician documents sepsis due to pneumonia. Acute kidney injury develops and is documented as due to sepsis. Which of the following is the MOST appropriate sequencing concept?
A patient with sepsis has acute confusion, impaired attention, fluctuating mental status, and no focal neurologic findings. CT of the head is negative. The provider documents only “AMS secondary to infection.” Which clarification would be MOST clinically appropriate?
A CDI specialist has been asked to present a report to hospital administration that will demonstrate the CDI program's impact over time. Which of the following reports will BEST accomplish this?
A patient with COPD normally has a PaCO₂ of approximately 45 mmHg. The patient is admitted with increasing somnolence and respiratory distress. Arterial blood gas results are pH 7.27, PaCO₂ 68 mmHg, and PaO₂ 58 mmHg. BiPAP is initiated. Which condition is MOST appropriate for the CDI specialist to consider as a clarification opportunity?
During one month, a CDI department issued 400 queries. Providers responded to 360 of them. What was the provider query response rate?
A patient was admitted with weakness, loss of appetite, hemoglobin 7.8, WBC 2,700, and platelet count 58. The admitting diagnoses on the history and physical were anemia, leukopenia, decreased platelets, and rule out myelodysplastic syndrome. Based on these clinical indicators a CDI specialist should query for which of the following conditions?
A patient with metastatic lung cancer is admitted solely for treatment of anemia caused by chemotherapy. The patient receives packed red blood cells and no treatment directed at the malignancy. Which diagnosis should be sequenced first?
A patient develops chest pain and elevated troponins while receiving care in the emergency department. The physician diagnoses an NSTEMI. Several hours later, an inpatient admission order is written. How should the NSTEMI generally be considered for POA purposes?
At discharge, the attending physician documents, “Probable aspiration pneumonia causing the patient's respiratory symptoms.” The patient is an inpatient. No subsequent documentation rules out aspiration pneumonia. How should the diagnosis be handled for inpatient coding?
A CDI program is developing a query escalation policy. A clinically significant query remains unanswered despite normal reminders. Which action is MOST appropriate?
A pregnant patient is admitted at 30 weeks' gestation with acute pyelonephritis complicating pregnancy. Which general sequencing principle applies?