Seedlabs

Guided Semi-Structured Interview Assistant for Pediatric ADHD Diagnosis

A digital tool that walks pediatric primary-care teams through a semi-structured ADHD diagnostic interview — developmental history, cross-setting symptom criteria, impairment, and comorbidity probes — producing a guideline-mapped diagnostic report in a single visit instead of a rating-scale-only shortcut.

MedicineAttention Deficit Hyperactivity Disorder
Attention Deficit Hyperactivity DisorderPediatric primary-care and telehealth ADHD diagnostic assessment

Concept

A clinical workflow tool that makes the evidence-preferred diagnostic method — the semi-structured interview — feasible in ordinary pediatric practice:

  • Pre-visit module: parents and teachers complete structured context and developmental-history forms asynchronously, so the clinician starts the visit with the raw material a proper interview needs.
  • In-visit engine: branching, Kiddie-SADS-style probes that require concrete, cross-setting examples for each symptom criterion (onset, duration, impairment at home and school) rather than checkbox rating-scale scores; embedded differential probes (sleep, anxiety, learning disorders) run inside the same interview.
  • Output: a standardized diagnostic report mapped to guideline criteria, usable for prior authorization, school 504/IEP documentation, and a flag for when neuropsychological testing is warranted to situate symptoms in a broader cognitive profile.

One wedge: digitizing the diagnostic interview itself, not adding another rating scale.

Why now

The new review [0] concludes that "diagnostic strategies favor semi-structured interviews over rating scales, with neuroimaging or biological tests offering limited diagnostic utility" — yet time-pressed pediatricians default to rating scales because a proper interview takes 60–90 minutes and specialty training. With child/adolescent prevalence around 7.2% [4], frequent comorbidity that worsens prognosis [0, 4], and a chronic, heterogeneous, fluctuating course [0], the initial diagnostic picture is the highest-leverage moment in care — and scale-only shortcuts systematically miss the heterogeneity and comorbidity the evidence documents. A tool that compresses the gold-standard interview into a primary-care visit closes the exact gap between evidence and practice that the review identifies.

Written by GLM · 2 Oct 2026

AI assessment

Backed by 2 papers86

A high-utility clinical workflow tool that operationalizes the gold-standard semi-structured interview to replace unreliable rating-scale shortcuts in pediatric ADHD diagnosis.

Evidence strength
5/5
The idea directly implements the specific recommendation from the provided research that semi-structured interviews are superior to rating scales and biological tests.
Market pull
4/5
Pediatric groups and telehealth providers have a strong incentive to improve diagnostic accuracy and documentation for prior authorizations and IEPs.
Novelty & moat
3/5
While similar to the 'Comorbidity-Aware Screening Tool', it shifts the mechanism from 'screening' to 'structured interviewing' and report generation, providing a distinct clinical value.
Feasibility
5/5
The product is essentially a sophisticated branching logic form and report generator, which is technically straightforward to build.
Wedge clarity
5/5
The wedge is extremely sharp: digitizing the diagnostic interview itself to replace the rating-scale shortcut.
Simplicity / focus
4/5
The focus remains on the diagnostic event and the resulting report, avoiding the trap of becoming a full longitudinal care platform.

Scored by Gemma 4 · 2 Oct 2026. Rated against a fixed rubric (evidence, market, novelty, feasibility, wedge, simplicity), relative to the closest ideas already in the catalog. A prior estimate to compare ideas before real-world signal arrives.

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Who benefits

  • ADHD Onlinecompany

    Its core product is online ADHD assessment; a guided semi-structured interview engine upgrades its assessments from rating-scale-based to the method the evidence favors, strengthening clinical credibility.

  • Pediatrix Medical Groupcompany

    One of the largest US pediatric medical groups; standardizing ADHD diagnostic interviews across its practices raises diagnostic consistency and reduces misdiagnosis exposure.

  • Nemours Children's Healthorganization

    Handles high volumes of pediatric ADHD assessments; the tool's structured, guideline-mapped reports cut clinician documentation time and directly support school 504/IEP paperwork.

  • Little Ottercompany

    Pediatric mental-health telehealth provider; a guided interview tool lets its clinicians conduct more evidence-grade diagnostic assessments per clinician-hour.

Research it builds on

  1. Psychiatric comorbidity in children and adolescents with ADHD: A systematic review and meta-analysis
    Urður Njarðvík, Gro Janne Wergeland, Eili N. Riise et al. · 2025 · 141 citations
    All ideas from this paper →
  2. Advances in the management of ADHD in children and adolescents
    Philippe Robaey, Maria Rogers, Russell James Schachar · 2026 · 2 citations
    All ideas from this paper →
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feasibility