Every code carries its evidence
Citations are character offsets into the note, stored with the code. Reviewers can return to the supporting text from each candidate.
Construe drafts ICD-10-CM and CPT candidates with citations to the exact words that support them. Coders review each candidate and its evidence before the code set moves into the billing workflow.
A 47-year-old man presents with two hours of substernal chest pain radiating to the left arm. Hypertension treated with lisinopril. Troponin negative ×2. ECG without ST changes. Assessment: unstable angina. Admitted to observation.
Billing workflows need evidence a coder can inspect. Keep each candidate beside the cited text for later review.
Citations are character offsets into the note, stored with the code. Reviewers can return to the supporting text from each candidate.
Extraction runs with deterministic output for billing and auditability.
Validation checks candidate codes against the source text before coder review.
Charge description masters and payer-specific code lists extract and search like built-in systems.