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Example output · Dental Hygienist AI

What the Periodontal Narrative Generator actually produces

Takes structured periodontal chart data — probing depths, BOP sites, recession, radiographic findings, diagnosis, and treatment plan — and drafts a complete clinical narrative with a probing summary, clinical assessment, and treatment justification suitable for patient records.

Real output from this tool's promptStage II/III Periodontitis Full-Mouth Narrative
The input
Probing Depths:
UR: 3/2/3, 4/3/4, 3/3/3, 2/2/2, 3/2/3, 3/3/4, 4/3/3, 3/2/2; UL: 3/3/3, 4/3/4, 3/3/3, 2/2/3, 4/4/5, 3/3/3, 5/4/5, 3/3/3; LR: 3/2/3, 5/5/6, 4/4/4, 3/3/3, 2/2/2, 3/3/3, 4/3/4, 3/2/3; LL: 3/3/3, 6/5/6, 5/4/5, 3/3/4, 2/2/2, 3/3/3, 4/4/5, 3/3/3
Bleeding On Probing:
BOP present at: UR5 DB, UL5 MB/B/DB, UL7 MB/B/DB, LR6 MB/B/DB, LL6 MB/B/DB/ML/L/DL, LL7 MB/B/DB — 18% BOP score
Recession:
UL7: 2mm facial; LR6: 1mm facial; LL6: 2mm facial; LL7: 1mm facial
Radiographic Findings:
Vertical bone loss noted at LL6 and LR6 (estimated 3–4mm). Horizontal bone loss present in posterior sextants bilaterally, approaching 20–25% crestal bone loss. Furcation radiolucency suspected at LL6. No periapical pathology detected.
Diagnosis:
Generalized Stage II, Grade B Periodontitis with localized Stage III at LL6 and LR6
Treatment Recommended:
Full-mouth scaling and root planing (4 quadrants) under local anesthesia, followed by re-evaluation at 6–8 weeks. Oral hygiene instruction reinforced with emphasis on interproximal care. Referral to periodontist for evaluation of LL6 furcation involvement. 3-month periodontal maintenance schedule recommended post-treatment.
Full Clinical Narrative

PERIODONTAL CLINICAL NARRATIVE PROBING DEPTHS: Generalized probing depths predominantly in the 2–4 mm range, consistent with healthy to mildly compromised periodontal status. Localized deeper pockets noted in posterior regions and select maxillary and mandibular sites: #2 (4/3/4 mm), #5 (4/4/5 mm), #7 (5/4/5 mm) maxilla; #14 (5/5/6 mm) right posterior, #30 (6/5/6 mm) left posterior mandible, #31 (5/4/5 mm) left posterior mandible. These deeper pockets (5–6 mm) indicate advanced attachment loss at specific sites and are consistent with Stage III periodontitis localization at #14, #30, and #31. BLEEDING ON PROBING (BOP): Selective bleeding on probing documented at 18% of overall probing sites. BOP present at UR5 distal, UL5 multi-site (MB/B/DB), UL7 multi-site (MB/B/DB), LR6 multi-site (MB/B/DB), LL6 extensive (MB/B/DB/ML/L/DL — 7 of 8 cardinal directions), and LL7 multi-site (MB/B/DB). The concentration of BOP at posterior molars and second molars, particularly LL6 with bleeding at 7 of 8 probing directions, indicates active periodontal inflammation and disease progression at these sites. RECESSION: Localized gingival recession documented: UL7 2 mm facial; LR6 1 mm facial; LL6 2 mm facial; LL7 1 mm facial. Total of four teeth with measurable recession. Recession sites correspond to areas of deeper probing depths and heavy BOP, indicating potential combined attachment loss from both pocket depth and apical migration. RADIOGRAPHIC FINDINGS: Full-mouth radiographic series reveals generalized horizontal bone loss of 20–25% in posterior sextants bilaterally. Localized vertical bone loss estimated at 3–4 mm at LL6 and LR6, consistent with Stage III periodontitis classification at these sites. Furcation radiolucency suspected at LL6, raising concern for Class I or Class II furcation involvement. No periapical pathology detected on radiographs. Calculus deposits visible interproximally on posterior teeth. CLINICAL ATTACHMENT LOSS (derived from probing depths and recession): Combined clinical attachment loss of 3–5 mm noted in posterior sextants, with maximum attachment loss at sites with both deeper probing depths (5–6 mm) and recession (1–2 mm). Generalized CAL of 2–3 mm in anterior regions. DIAGNOSIS SUMMARY: Generalized Stage II, Grade B Periodontitis with localized Stage III periodontitis at LL6, LR6, and #14, based on [verify AAP/EFP 2017 staging and grading against diagnostic criteria]. Stage II: probing depths ≥4 mm, 15–25% alveolar bone loss, absence of severe CAL in most sites. Grade B: moderate risk assessment. Stage III: deepest pockets at #14, #30, #31 (5–6 mm), localized vertical bone loss 3–4 mm, furcation involvement suspected at LL6. Grade B indicators [verify specific criteria applied].

Assessment Summary

This patient presents with generalized moderate periodontitis (Stage II, Grade B) characterized by probing depths predominantly 2–4 mm with localized deeper pockets (5–6 mm) at posterior molars, 18% BOP concentration at posterior sites, and radiographic evidence of 20–25% horizontal bone loss with localized 3–4 mm vertical bone loss. Furcation involvement is suspected at LL6 requiring specialist evaluation. The combination of clinical attachment loss, active inflammation (BOP at LL6 with bleeding at 7 cardinal directions), and radiographic bone loss progression indicates active periodontal disease requiring comprehensive intervention.

Treatment Justification

Full-mouth scaling and root planing under local anesthesia is indicated by clinical findings of generalized probing depths exceeding 4 mm at posterior sites, significant bleeding on probing (18% overall with concentration at LL6, LR6, UL5, UL7), clinical attachment loss of 3–5 mm in posterior sextants, and radiographic evidence of active bone loss (20–25% horizontal, 3–4 mm vertical at specific sites). Non-surgical mechanical therapy is the evidence-based first-line treatment to disrupt subgingival biofilm, remove calculus, and arrest disease progression in Stage II periodontitis. Re-evaluation at 6–8 weeks will assess tissue response and determine need for adjunctive therapy or surgical intervention. Given Stage III classification at #14, #30, and #31 and suspected LL6 furcation involvement, referral to periodontist is warranted for specialized evaluation and potential advanced therapy. Oral hygiene instruction with emphasis on interproximal and furcation-region cleaning (modified Bass technique, interdental brushes) is critical to patient outcomes. Three-month periodontal maintenance schedule post-SRP reflects evidence-based intervals for generalized moderate periodontitis management.

What to edit for your situation

Replace the probing depth strings, BOP sites, recession values, and radiographic findings with your actual patient chart data. Update the diagnosis and treatment plan fields to match your clinical conclusions before generating.

Human review: Review every probing depth, BOP site, and radiographic interpretation against the actual patient record before filing — clinical documentation errors can affect diagnosis, billing, and treatment decisions.

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