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What the Medical Records Are Trying to Tell You

Arlyn Fillmore, RN, CLNCApril 23, 2026
What the Medical Records Are Trying to Tell You

Medical records are never neutral. They are timelines with gaps, patterns, and signals. Reading them correctly is the difference between a strong case and a dead end.

After reviewing thousands of pages of medical records, I've come to believe they are never neutral documents. They are timelines, conversations, gaps, and patterns. If you know how to read them, they will show you where the case is.

Build the Timeline First

Medical records are not linear. They come from multiple sources - nursing notes, physician orders, lab results, imaging, pharmacy records - compiled into a packet that may not reflect the sequence of events. The first thing I do is rebuild the timeline. Every entry in order.

When you lay everything out chronologically, patterns appear that aren't visible page by page. A patient complained of chest pain at 8:15. A nurse assessed them at 8:45. A physician was called at 9:10. The patient coded at 9:47. Each gap in that timeline holds a question. How you answer those questions is where the case turns.

Documentation That Sounds Complete But Isn't

"Patient resting comfortably." "Tolerated procedure well." "No acute distress." These phrases appear constantly in nursing notes and they tell you almost nothing about whether anyone actually looked at the patient. That's not always the nurse's fault - charting systems encourage shorthand. But when those phrases come right before a rapid decline, they become significant.

I'm not looking for incompetence. I'm looking at what was recorded and what wasn't. The space between those two things is often where the case lives.

What Nursing Notes Reveal About Staffing

You can often tell from the notes alone whether a unit was understaffed on a given shift. Look at how frequently assessments were documented. Most hospital units require them every four hours. If there's an eight-hour gap on a regular day shift, that's unusual. Either the assessments happened but weren't charted, or they didn't happen. Neither is a good answer.

Medication administration times tell a similar story. If scheduled medications are consistently given an hour or more late across multiple shifts, that's not random. It's a workload problem, and in certain patients, timing matters clinically.

Red Flags I Look for Right Away

Back-timed entries. Electronic records have audit trails. When a nurse documents at 4:17 PM that they assessed the patient "at 2:30 PM," that shows up in the metadata. Even if the assessment happened, the question becomes why nothing was charted until now.

Conflicts between disciplines. When the nursing note says "alert and oriented" and the respiratory therapist who entered the room twenty minutes later notes "confused, difficult to arouse," one of those assessments is wrong. That discrepancy changes the clinical picture entirely.

Use an LNC Early

The most effective time to bring in a legal nurse consultant is before you commit to a case, not after depositions are scheduled. Early review tells you whether the records support a deviation from standard of care, which specialty of expert you actually need, and where the documentation sits on solid ground versus where it doesn't.

The records are already trying to tell you the story. The work is knowing how to read them.

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Arlyn Fillmore, RN, CLNC

Legal Nurse Consultant, RN · Fillmore LNC

With over 20+ years of clinical experience across surgical specialties, Arlyn Fillmore translates complex medical records into clear, compelling analysis for attorneys practicing nationwide.