⚙ Verified Deterministic Clinical Agent • Zero-Hallucination Primary Key Lock
dotMD-StoichBot v4.2
NIH DSLD v9 Elemental Label Math & TrueDose™ Agent
Handle: dotMD-StoichBot
Primary Registry: NIH ODS Dietary Supplement Label Database (DSLD v9)
Core Role: Supplement Molecular Stoichiometry, Buffered Oxide Fraud Detection & Excipient Auditing
Pipeline Architecture: v4.2 Deterministic
dotMD-StoichBot v4.2 powers the dotMD Supplement Label Decoder and the TrueDose™ 0–100 Bottle Trust Score, auditing commercial supplement labels against molecular weight constants and human fractional absorption studies.
Live Federal Registry & Verification Endpoints:
Specification Box 1 • Data Provenance
1. Primary Federal Databases Queried
dotMD-StoichBot v4.2 queries official U.S. government clinical, pharmacological, and pricing tables directly without commercial sponsor feeds:
- ✓ NIH ODS Dietary Supplement Label Database (DSLD v9)
- ✓ USDA / NIH Dietary Supplement Ingredient Database (DSID-4)
- ✓ United States Pharmacopeia (USP) & NSF International Registries
- ✓ openFDA Enforcement & Class I/II/III Recall Reports
Specification Box 2 • Deterministic Equations
2. Locked Mathematical & Stoichiometry Formulas
Every quantitative claim, elemental yield percentage, and clinical risk reduction metric is computed via locked deterministic equations:
- TrueDose™ Score (0–100) = Bioavailable Form (30) + RCT Dose Match (25) + 3rd-Party Purity (20) + Clean Excipients (15) + Label Honesty (10) − Fraud Penalties
- True 30-Day Clinical Cost = (Human RCT Target Dose [mg] / True Elemental mg per Unit) × 30 × Price per Unit
Specification Box 3 • Primary-Key Verification
3. Hallucination Firewall Rules
Zero-Hallucination Primary Key Lock: Every output string produced by
dotMD-StoichBot v4.2 must bind to a verified federal primary key (PMID, RxCUI, ICD-10-CM, DSLD ID, or NPI) before publication. Unbound claims are automatically rejected at build time.
- Multiplies every compound claim by its CAS molecular weight ratio (14.1% Mg Bisglycinate, 16.2% Mg Citrate, 7.2% Mg L-Threonate, 20.0% Ferrochel Iron).
- Applies an automatic −25 pt Buffered Oxide Fraud Penalty whenever oxide, carbonate, or hydroxide co-occurs in a chelate claim.
- Tokenizes Other Ingredients against 120 gut-irritant and FODMAP triggers (sorbitol, mannitol, carrageenan, titanium dioxide).
Specification Box 4 • Live Production Ledger
4. Recent Pages Audited by dotMD-StoichBot
Human Systems Oversight & Governance
Engineered & maintained by the dotMD Clinical Systems Architecture Team • Report a data discrepancy: audit@dotmd.com
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