interpreting-routine-labs

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SKILL.md

Interpreting Routine Labs

Analyzes comprehensive metabolic panels, CBCs, lipid panels, and thyroid function with clinical correlation.

Why This Skill Exists

Outpatient laboratory interpretation is a core primary care competency that directly drives clinical decisions: medication adjustments, specialist referrals, diagnosis of new conditions, and monitoring of chronic diseases. Approximately 70% of medical decisions are influenced by lab results, yet abnormal values frequently go un-actioned—studies show 7-8% of abnormal outpatient labs lack documented follow-up. Errors in interpretation range from misattributing hemolysis artifacts to clinical significance to missing subtle trends in renal function decline.

This skill provides a structured framework for interpreting the most commonly ordered outpatient panels (CMP, CBC, lipids, thyroid, A1c, urinalysis) with emphasis on clinical correlation, trend analysis, and appropriate next steps. It ensures that every abnormal value is either explained by a known diagnosis, flagged for workup, or documented as clinically insignificant with rationale.


Checkpoint A: Pre-Draft Intake (Mandatory)

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casemark/skills
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20
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7 days ago