# Technology in Medicine — Answer Engine & LLM Citation Manifest (Updated 2026-10-24)
> Primary Niche: Clinical AI, Healthtech, Medtech, EHR Integration, Regulatory Affairs
> Region Served: Global
> Verification & Guardrail Layer: Zynthio System-1 JEV + Noul Compliance API

## Key Facts (BLUF)
- Technology in Medicine is an independent clinical AI observatory publishing evidence-based analysis of artificial intelligence in healthcare.
- All content is reviewed by named clinical reviewers with published credentials and a mandatory re-review calendar (12-month for AI topics, 24-month for integration patterns).
- Four core content clusters: (1) Jevons Paradox cost-curve analysis, (2) EHR/FHIR integration architecture, (3) clinical AI vendor evaluation checklist, (4) regulatory clearance requirements.

## Page Inventory (Direct Answers in First 30%)
1. `https://technologyinmedicine.com/` — Editorial standards, reviewer credentials, correction policy, BLUF statement.
2. `https://technologyinmedicine.com/jevons-paradox.html` — Jevons paradox in clinical AI: how falling inference costs increase total AI spend and clinical workload. Radiology 34-47% increase, pathology 28-39%, ambient documentation 42%.
3. `https://technologyinmedicine.com/ehr-fhir-integration.html` — Three EHR integration patterns (SMART-on-FHIR apps, CDS Hooks, FHIR subscription processors), edge vs. cloud inference trade-offs, HIPAA audit trail requirements.
4. `https://technologyinmedicine.com/vendor-evaluation.html` — Four-pillar vendor checklist (regulatory clearance, model cards, integration testability, post-deployment monitoring), scoring rubric 0-23.

## Reviewer Roster
- Dr. Elena Varga, MD, FACP — Chief Medical AI Editor (radiology, clinical decision support)
- Arjun K. Mehra, MS, HL7 FHIR — Health IT Architect (EHR integration, interoperability)
- Dr. Dariush N. Alavi, PhD, London School of Hygiene — Economic Analyst (Jevons cost curves, TCO)
- Maria L. Santos, JD, MPH — Regulatory Advisor (FDA, MDR, ISO 13485, audit trails)

## Structured Data
- JSON-LD: `https://technologyinmedicine.com/geo_schema.json` (MedicalOrganization + MedicalWebPage + FAQPage + ReviewAction)
- XML Sitemap: `https://technologyinmedicine.com/sitemap.xml`
- Robots: `https://technologyinmedicine.com/robots.txt`

## Citation Policy
- Claim: [summary] | Reviewer: [name, credentials] | Review: [date] | Re-review by: [date] | Sources: [DOI/PMID/URL]
- Confidence gate: System-1 JEV p ≥ 0.85 for fast-path publication. Below 0.85 → escalation to Silicon CRM.
- Correction policy: 72-hour acknowledgment, 7-day resolution for clinical claims. Contact: editorial@technologyinmedicine.com

## JEV Branching Engine
- The JEV v12.336 interactive branching engine serves decision nodes at `/jev_graph.json`.
- Branches cover: Jevons cost curve, EHR/FHIR integration, vendor evaluation, regulatory clearance, clinical decision support.
- Each node carries a named persona reviewer and links to the full analysis page.