Diagnosing COVID-19

Clinical judgment is sufficient for COVID-19 diagnosis.

When I was a third-year resident, in 1987, I saw a really sick kid in the ED. He was about 5 years old, had a fever of 104°, and was lethargic in his mother’s arms. His eyes were swollen and infected, and he had a runny nose and a diffuse red rash. I pancultured him, gave him acetaminophen and empiric antibiotics, and called the pediatrics resident to admit him.

About 10 minutes later, the resident, a native of India, came down to process his admission. He walked past Room 3 and said, “oh, measles. Where’s the sick kid?”

I was flabbergasted. I had never seen, and I have never seen since, a case of measles. With vaccination, the United States had effectively eliminated it, but in his country, it still existed. In one glance, he absorbed the visual data, and using what we called “pattern-recognition,” made the correct diagnosis.

Good diagnosticians do this all the time, taking in the signs, symptoms, and test results, and mentally checking them against the conditions with which they are familiar. If there is a match, we have a working diagnosis. If I ever saw another kid with the same constellation of signs and symptoms, I would recognize measles again.

One more example: early on in my career, I cared for a young adult who started off with nausea and anorexia the prior day, with generalized abdominal pain that localized to the right lower quadrant. He was febrile and had rebound tenderness with a Rovsing’s sign.

I worked in a teaching hospital at the time, so I called the surgical resident. He asked for a CT scan of the abdomen. I scoffed and told him that this patient just needed cold, hard steel. He protested that it was protocol. I went over his head and called the attending, who trusted my clinical judgment. A few hours later, the inflamed appendix was in a specimen container.

We have another expression in medicine, “the patient read the textbook.” This means that the disease process is following the typical trajectory. This makes it easily recognizable to the clinician.

We have now had a few months of experience with COVID-19. Especially in facilities that are being inundated with COVID-19 patients, the providers are able to recognize many patients just from their chief complaint, signs, symptoms, exam, and imaging. They do not necessarily need to run a PCR test.

A patient complaining of fever, dry cough, fatigue, and loss of sense of smell and taste, with hypoxemia out of proportion to their appearance and a patchy, multifocal pneumonia in New York City, has “read the textbook,” and can easily be diagnosed with COVID-19 without laboratory confirmation. If they were to have an atypical presentation, they might need a test.

Without any pathognomonic details, the likelihood of the constellation of respiratory signs and symptoms that result from COVID-19 depends on the pre-test probability. If the patient is presenting in a locale that is not seeing many COVID-19 patients, they may need a test, whereas in a pandemic surge area, they might not.

Our country is very heterogeneous, and mitigation measures are being applied inconsistently, so the probability is variable. Not all clinicians have the same degree of experience, knowledge, or comfort level in making diagnoses without laboratory confirmation. There may be some bad actors who are overcalling COVID -19 for nefarious financial reasons, but I would assert that these are the exception and not the rule.

If your provider declares COVID-19 based on clinical and epidemiological judgment, it is sufficient. They should support it in their documentation. If it doesn’t seem clinically valid, you may query. Remember that a negative result in a test with 30 percent false negatives does not necessarily rule out the disease. Clinical judgment may override a negative test.

I just hope someday that coronavirus infection is like measles – people can go a whole career without ever seeing a case.

Programming Note: Listen to Dr. Erica Remer every Tuesday on Talk Ten Tuesdays, 10-10:30 a.m. EST.

Facebook
Twitter
LinkedIn

Erica Remer, MD, FACEP, CCDS, ACPA-C

Erica Remer, MD, FACEP, CCDS, ACPA-C has a unique perspective as a practicing emergency physician for 25 years, with extensive coding, CDI, and ICD-10 expertise. As physician advisor for University Hospitals Health System in Cleveland, Ohio for four years, she trained 2,700 providers in ICD-10, closed hundreds of queries, fought numerous DRG clinical determination and medical necessity denials, and educated CDI specialists and healthcare providers with engaging, case-based presentations. She transitioned to independent consulting in July 2016. Dr. Remer is a member of the ICD10monitor editorial board and is the co-host on the popular Talk Ten Tuesdays weekly, live Internet radio broadcasts.

Related Stories

Leave a Reply

Please log in to your account to comment on this article.

Featured Webcasts

2026 ICD-10-CM/PCS Coding Clinic Update Webcast Series

Uncover essential coding insights with nationally recognized coding authority Kay Piper, RHIA, CDIP, CCS. Through ICD10monitor’s interactive, on‑demand webcast series, Kay walks you through the AHA’s 2026 ICD‑10‑CM/PCS Quarterly Coding Clinics, translating each update into practical, easy‑to‑apply guidance designed to sharpen precision, ensure compliance, and strengthen day‑to‑day decision‑making. Available shortly after each official release.

April 13, 2026

2026 ICD-10-CM/PCS Coding Clinic Update: Fourth Quarter

Uncover critical guidance on the ICD-10-CM/PCS code updates. Kay Piper reviews and explains ICD-10-CM/PCS coding guidelines in the AHA’s fourth quarter 2026 ICD-10-CM/PCS Coding Clinic in an easy to access on-demand webcast.

December 14, 2026

2026 ICD-10-CM/PCS Coding Clinic Update: Third Quarter

Uncover critical guidance on the ICD-10-CM/PCS code updates. Kay Piper reviews and explains ICD-10-CM/PCS coding guidelines in the AHA’s third quarter 2026 ICD-10-CM/PCS Coding Clinic in an easy to access on-demand webcast.

October 12, 2026

2026 ICD-10-CM/PCS Coding Clinic Update: Second Quarter

Uncover critical guidance on the ICD-10-CM/PCS code updates. Kay Piper reviews and explains ICD-10-CM/PCS coding guidelines in the AHA’s second quarter 2026 ICD-10-CM/PCS Coding Clinic in an easy to access on-demand webcast.

July 13, 2026

Trending News

Featured Webcasts

Compliance for the Inpatient Psychiatric Facility (IPF-PPS): Minimizing Federal Audit Findings by Strengthening Best Practices

Federal auditors are intensifying their focus on inpatient psychiatric facilities, using advanced data analytics to spotlight outliers and pursue high‑dollar repayments. In this high‑impact webcast, Michael Calahan, PA, MBA, Compliance Officer and V.P., Hospital & Physician Compliance, breaks down what regulators are really targeting in IPF-PPS admissions, documentation, treatment and discharge planning. Attendees will learn practical steps to tighten processes, avoid common audit triggers and protect reimbursement and reduce the risk of multimillion-dollar repayment demands.

April 9, 2026

Mastering MDM for Accurate Professional Fee Coding

In this timely session, Stacey Shillito, CDIP, CPMA, CCS, CCS-P, CPEDC, COPC, breaks down the complexities of Medical Decision Making (MDM) documentation so providers can confidently capture the true complexity of their care. Attendees will learn practical, efficient strategies to ensure documentation aligns with current E/M guidelines, supports accurate coding, and reduces audit risk, all without adding to charting time.

March 31, 2026

The PEPPER Returns – Risk and Opportunity at Your Fingertips

Join Ronald Hirsch, MD, FACP, CHCQM for The PEPPER Returns – Risk and Opportunity at Your Fingertips, a practical webcast that demystifies the PEPPER and shows you how to turn complex claims data into actionable insights. Dr. Hirsch will explain how to interpret key measures, identify compliance risks, uncover missed revenue opportunities, and understand new updates in the PEPPER, all to help your organization stay ahead of audits and use this powerful data proactively.

March 19, 2026

Top 10 Audit Targets for 2026-2027 for Hospitals & Physicians: Protect Your Revenue

Stay ahead of the 2026-2027 audit surge with “Top 10 Audit Targets for 2026-2027 for Hospitals & Physicians: Protect Your Revenue,” a high-impact webcast led by Michael Calahan, PA, MBA. This concise session gives hospitals and physicians clear insight into the most likely federal audit targets, such as E/M services, split/shared and critical care, observation and admissions, device credits, and Two-Midnight Rule changes, and shows how to tighten documentation, coding, and internal processes to reduce denials, recoupments, and penalties. Attendees walk away with practical best practices to protect revenue, strengthen compliance, and better prepare their teams for inevitable audits.

January 29, 2026

Trending News

Prepare for the 2025 CMS IPPS Final Rule with ICD10monitor’s IPPSPalooza! Click HERE to learn more

Get 15% OFF on all educational webcasts at ICD10monitor with code JULYFOURTH24 until July 4, 2024—start learning today!

BLOOM INTO SAVINGS! Get 25% OFF during our spring sale through March 27. Use code SPRING26 at checkout to claim this offer.

CYBER WEEK IS HERE! Don’t miss your chance to get 20% off now until Dec. 1 with code CYBER25

CYBER WEEK IS HERE! Don’t miss your chance to get 20% off now until Dec. 2 with code CYBER24