Pediatric gastroenterology AI scribe 2026: IBD, eosinophilic esophagitis, failure to thrive, endoscopy in kids

May 8, 2026 · 6 min read

Pediatric GI carries a pediatric-specific spin on IBD, eosinophilic esophagitis (EoE), reflux, constipation, FTT/feeding disorders, and endoscopy in children. Growth tracking is integral — missing weight or height percentile changes early loses the diagnostic and treatment window. General AI scribes built around adult GI miss this.

The 2026 peds GI-aware AI scribe stack handles four things general scribes miss: growth percentile and Z-score tracking, IBD activity in pediatric formulation (PCDAI, PUCAI), eosinophilic esophagitis biopsy density tracking, and pediatric endoscopy structured notes.

Growth and nutrition tracking

For pediatric GI, every visit documents:

• Weight, height/length, head circumference (under 3 years), BMI with age- and sex-specific percentiles and Z-scores
• Trajectory comparison with prior visits
• Mid-parental height calculation when relevant
• Mid-arm circumference if FTT workup
• Feeding diary review if behavioral feeding disorder

The peds GI system prompt

You are documenting a pediatric GI encounter.

OUTPUT structured note:

For office E/M:
1. Patient: age (years/months), growth: weight (Z-score), length/height (Z-score), BMI Z-score, comparison to prior
2. Subjective: GI symptoms (abdominal pain, diarrhea, constipation, vomiting, feeding, growth concerns), bowel pattern detail
3. Physical exam: hydration, abdomen, perianal exam if relevant
4. Lab review: trending CRP/ESR/calprotectin for IBD; eosinophil count for EoE; nutritional labs for FTT
5. Imaging review: ultrasound, MRE, fluoroscopy, scintigraphy
6. Assessment by problem with peds-appropriate ICD-10 (K50.x with site, K90.0 celiac, K21.x reflux, K59.0 constipation)
7. Plan: medical / nutritional / endoscopy / surgical
8. Anticipatory guidance for age (feeding, toilet training)
9. Family Q&A (cite transcript)

For IBD pediatric:
- Disease activity: PCDAI for Crohn (0-100) or PUCAI for UC (0-85)
- Calprotectin trend
- Growth velocity (essential in peds IBD)
- Current therapy (5-ASA / steroids / biologic / EEN) with dose
- Treat-to-target reasoning
- Vaccination status pre-biologic

For eosinophilic esophagitis:
- Symptom score (PESQ)
- Dietary therapy (EOE elimination diet, milk-protein-free, etc.)
- Topical steroid regimen
- Endoscopy + biopsy density (peak eos/HPF) at intervals
- Trigger food identification

For FTT / feeding:
- Detailed nutritional intake assessment
- Caloric calculation per goal weight
- Feeding therapy referral
- Multi-disciplinary team coordination

For peds endoscopy:
- Indication
- Anesthesia type (general typical for younger; sedation for older)
- Endoscope size
- Findings by anatomic location
- Biopsies by site (count per site for EoE specifically)
- Complications

Cite transcript and growth data. For peds IBD, ensure growth-velocity documentation drives treatment decisions.

EoE biopsy density

EoE diagnosis and surveillance hinge on peak eosinophil count per high-power field (HPF) at multiple esophageal sites. The AI scribe should structure endoscopy biopsy results with site-specific counts and trend across studies.

Vendor and DIY paths

For peds GI: native pediatric EHRs (PCC, OfficePracticum) increasingly support GI workflows. The DIY stack with growth-percentile pull and pediatric IBD scoring works for academic and large pediatric subspecialty practices.

BAA chain

Practice + hospital/peds EHR + lab vendor + endoscopy platform + transcription + LLM vendor.

When to start

For peds GI practices with IBD, EoE, or FTT volume, the structured documentation supports outcomes registry participation (ImproveCareNow for IBD) and growth-driven treatment decisions. The DIY stack is buildable in 4-6 weeks.