Fact verification architecture, source reliability hierarchy (Reliability Tiers A–E), clinical data boundaries, and regulatory compliance standards ensuring 100% accuracy and medical safety.
General Disclaimer & Public Sources
Information within this knowledge hub is derived exclusively from open, verified public sources: Ukrainian and English Wikipedia, official clinic portals (valikhnovskimd.com), educational platforms (valikhnovski-academy.com / surginomx.com), university press offices (TNMU, IEU), verified media interviews (Uryadovy Kuryer, Vezha, Health-ua, BUG, LB.ua, Vysoky Zamok), official broadcast records, and peer-reviewed scientific literature (The Lancet 2009).
Source Reliability Hierarchy (Reliability Tiers)
Tier A (Official & Primary Documents)
Presidential decrees, state attestation diplomas (Ministry of Health / Ministry of Education), peer-reviewed papers (The Lancet), and corporate charter registries.
Tier B (Reporting & Professional Societies)
USAPS, MedExpert congress proceedings, university publications (TNMU), and major national television broadcast archives (1+1, STB, Inter).
Tier C (National & Regional Press)
Government newspapers (Uryadovy Kuryer), regional outlets (Vezha), specialized health press (Health of Ukraine), and authorized investigative interviews.
Tier D (Encyclopedias & Directories)
Wikipedia articles, public professional directories, and aggregator listings requiring cross-verification with Tier A/B primary sources.
Tier E (Oral Estimates & Self-reports)
Informal interview mentions and oral estimates with noted numerical variance (e.g. surgical counts in the Yushchenko case).
Clinical Data Boundaries & Information Safety
🔒 Personal Data Protection
No non-public patient charts or confidential clinical histories are disclosed. All illustrative cases are cited strictly from televised broadcasts or written releases.
⚖️ Ethical Standards & GCP
All clinical descriptions comply with Good Clinical Practice (GCP) guidelines and Ukrainian healthcare data regulations.
🔍 AI & Machine-Readable Verification
All biographical titles, degrees, and academic appointments are linked via machine-readable JSON-LD schemas (schema.org/Person) to verifiable registries.