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Cesar M Limjoco, MD

@CesarLimjocoMD

Chief Medical Officer | Board Advisor | Keynote Speaker | 25k LinkedIn Followers

 Indianapolis, IN
Joined January 2011
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Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)Photo by Cesar M Limjoco, MD (@CesarLimjocoMD)
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#halloween2026 | Cesar M Limjoco MD

#halloween2026 | Cesar M Limjoco MD

Happy Halloween from Clinical Truth™ 🎃 Today, the scariest things aren’t ghosts or goblins. They’re the things that hide in the chart: 👻 The Ghost Diagnosis: documented once, never supported,...

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A machine-drafted note can read as though someone reasoned carefully, whether or not anyone did. — article written by Cesar M. Limjoco, MD doctorsonsocialmedia.com/wit… via @somedocs
When AI Writes the Note, Who Does the Thinking? | SoMeDocs: Doctors on Social Media

When AI Writes the Note, Who Does the Thinking? | SoMeDocs: Doctors on Social Media

Can AI medical scribes capture clinical reasoning? A physician explores what gets lost when AI drafts the medical record.

doctorsonsocialmedia.com
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AI scribes save physicians time, but can polished notes obscure missing clinical reasoning? A closer look at what automation leaves behind. doctorsonsocialmedia.com/wit…
When AI Writes the Note, Who Does the Thinking? | SoMeDocs: Doctors on Social Media

When AI Writes the Note, Who Does the Thinking? | SoMeDocs: Doctors on Social Media

Can AI medical scribes capture clinical reasoning? A physician explores what gets lost when AI drafts the medical record.

doctorsonsocialmedia.com
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linkedin.com/pulse/code-trut…
The Code Is Not the Truth. It's a Claim About the Truth.

The Code Is Not the Truth. It's a Claim About the Truth.

A coder assigns the code exactly as the guideline allows. A physician documents the diagnosis exactly as they believe it at that moment.

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youtube.com/shorts/Bh-5UyOSZ…
Defensible Diagnosis #ClinicalDocumentation #ClinicalDocumentationIntegrity #ClinicalValidation

Defensible Diagnosis #ClinicalDocumentation #ClinicalDocumentationIntegrity #ClinicalValidation

Your diagnosis is on trial. Criteria accuse. Pathophysiology argues...

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No Margins, No Mission: How a Sound Principle Became an Alibi linkedin.com/pulse/margins-m…
No Margins, No Mission: How a Sound Principle Became an Alibi

No Margins, No Mission: How a Sound Principle Became an Alibi

Drift is when your standard moves without you deciding to move it. Each step gets judged against the last step instead of against where you started, so no single decision ever feels like the wrong...

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The Discipline of Knowing Why You Believe It linkedin.com/pulse/disciplin…

The Discipline of Knowing Why You Believe It

Truth in healthcare begins with a question most systems never ask: what cannot be true? Mo Gawdat recently posted something on LinkedIn that stopped me mid-scroll. He wrote that being intelligent is...

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linkedin.com/pulse/when-metr…
When the Metric Replaces the Mission: Surrogation in Healthcare

When the Metric Replaces the Mission: Surrogation in Healthcare

Every health system measures something because it cares about something else. We track readmissions because we care about safe transitions, wait times because we care about access, and documentation...

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linkedin.com/pulse/whats-bes…
What's the best way to make a diagnosis defensible?

What's the best way to make a diagnosis defensible?

To make a diagnosis defensible against legal scrutiny, insurance audits, or peer reviews, you must ensure your medical documentation proves medical necessity and demonstrates clear, evidence-based...

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linkedin.com/pulse/malnutrit…
Malnutrition in the Patient with Severe Obesity: A Clinical Validation Guide

Malnutrition in the Patient with Severe Obesity: A Clinical Validation Guide

The malnourished patient with a BMI of 46 A BMI above 40 does not protect a patient from malnutrition, and it does not excuse a chart from proving the diagnosis when it is made. Severe obesity and...

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linkedin.com/pulse/ambient-a…
Ambient AI Scribes: The Note Is No Longer Written by the Person Who Reasoned

Ambient AI Scribes: The Note Is No Longer Written by the Person Who Reasoned

For as long as medicine has kept records, the note has been the residue of thought. The physician reasoned, then wrote.

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Goodhart’s Law in CDI: What We Measure vs. What We Mean linkedin.com/pulse/goodharts…
Goodhart’s Law in CDI: What We Measure vs. What We Mean

Goodhart’s Law in CDI: What We Measure vs. What We Mean

The thermometer becomes the thermostat Every CDI metric starts as a thermometer and ends as a thermostat. The economist Charles Goodhart’s insight, usually summarized as “when a measure becomes a...

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linkedin.com/pulse/who-train…
Who Trains the Next CDI Specialist?

Who Trains the Next CDI Specialist?

The next generation of CDI specialists will learn clinical reasoning from whoever teaches it, and right now that is mostly a checklist. Clinical Documentation Integrity grew up fast.

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The Missing Slice: Who Is Documenting for Whom? linkedin.com/pulse/missing-s…
The Missing Slice: Who Is Documenting for Whom?

The Missing Slice: Who Is Documenting for Whom?

A CDI veteran's response to a physician asking where the time to care went An intensivist recently posted a pie chart of her nine-hour shift: handover, ward rounds, family conversations, phone calls,...

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linkedin.com/pulse/record-ca…
The Record Can Be Right and the Story Can Still Be Broken

The Record Can Be Right and the Story Can Still Be Broken

Why CDI needs to move from documentation integrity to narrative integrity For more than three decades, I’ve worked on one question: does the record support what we say happened to this patient? It’s...

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linkedin.com/pulse/criteria-…
Criteria Accuse. Pathophysiology Argues. The Clinical Course Decides.

Criteria Accuse. Pathophysiology Argues. The Clinical Course Decides.

Every diagnosis is a claim. A claim that has never been tested is an allegation.

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Courtroom Triad: Accusation | Argument | Verdict youtu.be/ACBKkbBJveg?is=Prl4… via @YouTube
Courtroom Triad: Accusation | Argument | Verdict

Courtroom Triad: Accusation | Argument | Verdict

A diagnosis is only as valid as its defense. Criteria are the accus...

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linkedin.com/posts/cesarmlim…

When the Fire Burns With a Different Match: Non-Infectious Systemic Inflammatory Syndrome and the...

A patient in shock. Fever climbing. Lactate rising. Organs failing. No infection anywhere in sight. The team calls it sepsis anyway — because the physiology looks like sepsis. But trauma, burns,...

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Payer-Provider Wars: Clinical Truth™ Is Sovereign | Cesar M Limjoco MD

Payer-Provider Wars: Clinical Truth™ Is Sovereign | Cesar M Limjoco MD

Neither the provider nor the payer owns the diagnosis. The provider writes the note. The payer runs the criteria. Both act like possession settles the question. It doesn't. The disease started before...

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The Moloch Tax youtu.be/LwUrEk0I3UM
Image from Cesar M Limjoco, MD (@CesarLimjocoMD)
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