The dropdown was labeled just "Risk Factors" with option "None (lower risk)"
— ambiguous because AAP 2022 uses "risk factors" in two distinct senses:
(a) risk factors for developing hyperbilirubinemia (screening-only, do not
change thresholds) and (b) neurotoxicity risk factors (do change thresholds).
Only (b) belongs on the threshold nomogram, and a clinician glancing at the
form could easily pick wrong.
Changes:
- Label: "Neurotoxicity risk factors"
- Options: "Absent" / "Present (any one qualifies)" — removes the misleading
"None (lower risk)" phrasing (no-risk curve actually has HIGHER thresholds)
- Expandable details listing the 6 specific AAP 2022 neurotoxicity risk
factors (isoimmune hemolysis, G6PD, other hemolysis, sepsis, albumin <3.0,
clinical instability <24h) with explicit note that GA <38w is handled by
the per-week curve, not by this checkbox — prevents double-counting.
No data changes. Cite: Kemper et al., Pediatrics 2022;150(3):e2022058859, Box 2.
The previous tables grouped all ≥38-week infants into one table (using
38w values) and 36-37 into another. AAP 2022 actually has separate
phototherapy curves per completed week for 35, 36, 37, 38, 39, 40+.
Worst real-world impact: a 40-week infant at 72h of life got the 38w
threshold (18.8 mg/dL) instead of the correct 40w threshold
(19.8 mg/dL) — a 1.0 mg/dL error at exactly the clinical decision point.
Borderline infants could be started on phototherapy unnecessarily, or
the reverse (miss a true threshold) depending on the direction.
Replaced the block with 18 distinct per-week tables extracted directly
from peditools.org/bili2022 API:
- Phototherapy no-risk: 35, 36, 37, 38, 39, 40+ (all differ)
- Phototherapy with-risk: 35, 36, 37, 38+ (38-41 identical)
- Exchange (both risk states): 35, 36, 37, 38+ (38-41 identical)
Selection logic updated to map gaNum → correct table. HTML dropdown
label clarified to "completed weeks" with a one-line note that days
don't change the curve per AAP 2022.
Validation: exhaustive roundtrip — 7 GA weeks × 85 hours × 2 risk
profiles = 1190 cases, all match peditools within 0.01 mg/dL (zero
mismatches). See commit message footer.
Calculators:
- Bedside tab consolidating emergency protocols (Neonatal+Apgar+NRP, Airway/RSI,
Cardiac Arrest/PALS, Respiratory, O2 & Ventilation, Status Epilepticus,
Sepsis & Fever with PECARN/Aronson/Rochester/Step-by-Step, Anaphylaxis,
Procedural Sedation, Agitation, Antiemetics, Antimicrobials, Burns with
Lund-Browder body-parts TBSA + Parkland, Toxicology, Trauma).
- Global age→weight estimator at top of Calculators tab (APLS + Best Guess).
- Pressure-time waveform SVG teaching graphic for Ventilation.
- Algorithm image lightbox (fullscreen, Esc/tap-to-close).
- Every weight-based dose shows mg/kg inline for clinician verification.
- Drug tables wrapped in overflow-x:auto for mobile.
Infrastructure:
- Pure dose math extracted to public/js/calc-math.js (dual-export Node+browser).
- 36 unit tests in test/calc-math.test.js via node:test (zero new deps).
- "npm test" added to package.json.
- Add neonatal assessment calculator: GA classification (extremely preterm through
post term), weight-for-GA percentile (AGA/SGA/LGA) using Fenton 2013 LMS data,
birth weight category (ELBW/VLBW/LBW/normal/macrosomia)
- Add DOCX support via mammoth, PPTX/ODT/EPUB via jszip in Learning Hub content
generator file upload
- Add gatewayUrl() helper for consistent API URL construction — handles
LITELLM_API_BASE with or without /v1 suffix, works with any OpenAI-compatible
gateway (LiteLLM, Bifrost, etc.)
- Fix TTS model/voice separation: discovery now tags items as MODEL or VOICE,
auto-detects provider from voice name (Vertex, ElevenLabs, OpenAI)
- Fix STT discovery to include ElevenLabs Scribe and Chirp models
- Fix TTS discovery to include ElevenLabs and Vertex voices alongside models
- Fix admin model test to bypass allowlist check (skipAllowlistCheck) so
discovered models can be tested before adding
- Fix Nextcloud token decryption in learningAI.js WebDAV browse and file import
- Fix admin embedding test to show DB model name instead of hardcoded default
- Fix admin STT test to use correct endpoint for Whisper models
- Add AI gateway migration guide to configuration docs
- Add Grafana dashboard JSON for Loki log visualization
Vitals — updated source attribution to "Harriet Lane — Johns Hopkins
Children's Center Kids Kard" (was just Kids Kard). Both the card
subtitle and the intro line.
Bhutani — reverted my incorrect "Harriet Lane" citation (the values
in our table were never transcribed from Harriet Lane). Restored the
original attribution to the 1999 paper. Data itself is unchanged from
the pre-session state; treat it as unverified pending a clinician-
supplied source.
Replace single text input with three number fields — years, months,
days — that all combine into fractional months. Fill any subset:
leave years blank for a newborn, leave months blank for "2 years",
enter just days for a 10-day-old.
Live hint below ("= 2 yr 5 mo (29 mo total)") still shows the
interpreted total. Parser from prior commit retained on window
for reuse elsewhere.
Replace [years] + [months dropdown] with a single text field that
accepts:
3y / 3 years / 3 yr
29m / 29 months / 29 mo
2y5m / 2 years 5 months / 2 yr 5 mo
3.5 years / 36 (plain number = months)
15 days / 2 weeks / 3y 2m 10d
Enables fractional ages so newborns can be plotted accurately
(WHO/CDC growth curves are continuous — "0 months" means at birth,
not a 0-27 day bucket, so a 15-day-old should plot at ~0.5 months).
Live hint below the field shows how the input was interpreted
("= 2 yr 5 mo (29 mo total)").
Phototherapy thresholds updated with exact values extracted from
PediTools (validated against AAP 2022 nomograms):
- Separate tables for GA 35, 36, and 38+ weeks
- With and without neurotoxicity risk factors
- Hour-specific values at 12, 24, 36, 48, 60, 72, 84, 96, 120h
Previous approximations were 1-3 mg/dL too low (conservative but
inaccurate). New values match the published AAP 2022 curves exactly.
Exchange transfusion thresholds added for GA 38+ weeks (with/without
risk factors). Displayed alongside phototherapy threshold in results.
GA selection expanded: 35, 36, 37, 38, 39, 40+ weeks.
Chart now shows both phototherapy and exchange transfusion lines.
Also: fixed Loki port conflict (3100->3101), added logs.pedshub.com.
GCS Calculator:
- Child/Adult and Infant versions with toggle
- Eye opening (4), Verbal (5), Motor (6) dropdowns
- Auto-calculates total score with severity classification
(Mild 13-15, Moderate 9-12, Severe/Coma 3-8)
- Infant-modified verbal and motor scales per Kids Kard
- Updates on every dropdown change (no button needed)
Equipment Sizing (Johns Hopkins Kids Kard):
- Select age/weight group (premie through 16+)
- Shows: BVM, oral/nasal airway, blade, ETT, LMA, Glidescope,
IV catheter, central line, NGT/OGT, chest tube, Foley
- All values from Johns Hopkins Children's Center Kids Kard
- ETT formulas shown as reference
Replace static vital signs table with interactive age group dropdown.
Each selection shows: HR (awake/sleeping), RR, SBP, DBP, temperature,
SpO2 target, weight range, and age-specific clinical notes.
10 age groups: preterm through 18 years. Values from Harriet Lane
Handbook 23rd Edition. Includes AAP 2017 BP classification thresholds
for ages 13+, ETT sizing formulas, and clinical pearls (orthostatic
testing, febrile tachycardia, athletic bradycardia, etc.).
Full reference table preserved as collapsible "View All Age Groups".
New feature: after generating any clinical note, the app automatically
suggests relevant billing codes displayed as clickable chips below the output.
Backend (src/routes/billing.js):
- POST /api/suggest-codes endpoint analyzes note text
- Extracts diagnoses from Assessment section via regex
- Looks up ICD-10 codes: local common pediatric map (40+ conditions)
first, then NLM Clinical Tables API for unknown terms
- Suggests CPT E/M codes based on note type, visit complexity,
ROS/PE system counts, and MDM level estimation
- Supports: outpatient (new/established), well visit (age-based),
ED, inpatient (admit/subsequent/discharge)
Frontend (public/js/app.js):
- suggestBillingCodes() renders collapsible card with ICD-10 and CPT chips
- Click any chip to copy the code to clipboard
- Shows E/M level assessment (diagnosis count, ROS, PE, MDM complexity)
- Disclaimer: "Suggestions only. Always verify codes."
Integration: called after note generation in all 6 tabs
(encounter, SOAP, sick visit, well visit, hospital course, chart review)
Calculators tab with 7 tools:
- BP Percentile (AAP 2017) with age/sex/height classification
- BMI Percentile (CDC 2000) with extended obesity classification
(Class 1/2/3 using % of 95th percentile per CDC 2022)
- Growth Charts: weight-for-age, length-for-age, head circumference,
weight-for-length (WHO/CDC LMS), Fenton preterm (22-50 weeks)
- Bilirubin: AAP 2022 phototherapy threshold + Bhutani nomogram
with Nelson Table 137.1 risk factors for severe hyperbilirubinemia
- Vital Signs by Age (Harriet Lane) with quick reference formulas
(estimated weight, min SBP, ETT size, maintenance fluids 4-2-1)
- Body Surface Area (Mosteller formula)
- Weight-Based Dosing with max cap and volume calculation
Fix growth chart sub-tab navigation (pills scoped separately from
top-level nav to prevent panel disappearing)
