Suggest candidate ICD-10-CM and ICD-10-PCS codes for clinical spans.
npx skills add https://github.com/maziyarpanahi/openmed --skill coding-icd10
Please help me install this Agent Skill. Skill: coding-icd10 Source: https://github.com/maziyarpanahi/openmed/tree/main/skills/coding-icd10 Command: npx skills add https://github.com/maziyarpanahi/openmed --skill coding-icd10
This Skill narrows clinical diagnosis and inpatient procedure documentation to candidate ICD-10-CM and ICD-10-PCS codes, reducing manual terminology lookup while keeping final coding decisions with a certified human coder.
Use the coding-icd10 skill to map the diagnoses and inpatient procedures in the provided note to ranked ICD-10-CM or ICD-10-PCS candidates with rationale and coder-review warnings.
High-intent search queries and answers about installing and using this skill.
Mapping clinical documentation to ICD-10-CM diagnosis codes involves extracting clinical entities like diseases and conditions, then matching them to candidate codes with rationale and source offsets while flagging missing specificity details such as laterality or episode of care.
Yes, you can generate ICD-10-PCS candidates for inpatient procedures from extracted clinical spans. It specifically scopes inpatient procedure coding while excluding CPT and restricted AMA-licensed coding from its suggestions.
An ICD-9 to ICD-10 GEM crosswalk provides approximate mapping guidance between legacy ICD-9 codes and current ICD-10 standards. It is needed during coder review workflows when translating historical diagnosis data to updated clinical terminology.
Identifying missing specificity for medical coding review requires flagging documentation gaps like laterality, acuity, episode of care, combination-code requirements, and sequencing instructions to ensure defensible code suggestions before billing.
Yes, medical coding automation requires mandatory human validation before billing. Automated suggestions produce a ranked coder-review queue with candidates and warnings, but final coding decisions must always be made by a certified human coder.
Limitations of automated ICD-10 code suggestions include the inability to handle CPT or restricted AMA-licensed coding, reliance on annual code-version tracking, and the strict requirement for certified human validation to resolve documentation gaps before final billing.
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