Evidence-Based Dual Standards Engine

Automatically applies gold-standard reference datasets—WHO Child Growth Standards (0–24 months) and CDC Growth Charts (2–20 years)—utilizing precise LMS parameter smoothing to compute exact percentiles and standard deviation (Z) scores across Weight, Length/Height, BMI, and Head Circumference.

Parent-Facing “Room of 100 Kids” Translation

Eliminates mathematical confusion and parental anxiety by translating abstract percentiles into an intuitive 100-child visual array. Bridges clinical metrics with strengths-based, non-stigmatizing counseling phrasing for shared parent-clinician discussions.

Zero-PHI, 100% Client-Side Architecture

Designed for seamless point-of-care utility without clinical friction or compliance overhead. All decimal age derivations, metric conversions, and statistical analyses execute locally inside the browser—zero Protected Health Information (PHI) is ever transmitted, logged, or stored remotely.

Stage 1: Measurements & Precision Intake Engine

• Chronological Age Derivation: Automatically derives exact decimal and monthly age from Date of Birth (DOB) and encounter date, with support for direct age input and rapid milestone presets (0–8 years).
• Bilingual Unit Flexibility: Seamlessly switch between Imperial (in, lb, oz) and Metric (cm, kg) units with continuous bi-directional synchronization.
• Clinical Context & Prematurity: Tailored inputs for gestational age corrections, feeding notes, physical activity context, and longitudinal visit documentation.

Stage 2: Provider HUD & Statistical Analytics

• LMS Parameterized Z-Scores: Real-time statistical analysis delivering instant percentiles and standard deviation scores across Weight-for-Age, Height-for-Age, Weight-for-Length / BMI-for-Age, and Head Circumference.
• Trajectory & Anomaly Detection: Instantly alerts providers to clinically actionable trends, such as growth faltering, crossing two major percentile channels, micro/macrocephaly, or elevated BMI percentiles (≥85th and ≥95th).
• Historical Velocity Overlay: Evaluates past visit points to differentiate benign constitutional variation from rapid, clinically significant growth deviations.

Stage 3: Parent Visualizer & Counseling Room

• Interactive “Room of 100 Kids” Array: Anchors the child’s percentiles in a relatable visual narrative (e.g., “In a room of 100 healthy children of the same age and sex…”) using clear silhouette arrays.
• Non-Stigmatizing Guidance: Dynamically generates positive, supportive linguistic frameworks for nutritional discussions, developmental milestones, and healthy lifestyle routines.
• Shared Understanding: Reorients the growth conversation away from high/low evaluation toward consistent personal trajectory and healthy developmental momentum.

Stage 4: EHR Export & Growth Passport Print

• One-Click EHR Documentation: Instantly compiles a formatted clinical progress note containing exact anthropometric percentiles, Z-scores, applied growth standards, and clinical interpretation ready to copy directly into your chart.
• Take-Home Growth Passport: Formats a clean, high-resolution printable or PDF-exportable growth record tailored specifically for parents to track milestone progress at home.