Validate before qualifying
We acknowledge that rushed, incomplete, contradictory, or poorly explained care can be real and consequential before explaining that the experience alone does not establish negligence.
Methodology and trust
Ulekai prefers direct, attributable material and shows uncertainty, jurisdiction, and conflicts. No source category is inherently neutral: government, academic, professional, corporate, and firsthand sources all require scrutiny.
We acknowledge that rushed, incomplete, contradictory, or poorly explained care can be real and consequential before explaining that the experience alone does not establish negligence.
A record entry, firsthand report, company statement, agency finding, and Ulekai inference are labeled and treated differently. A vivid account can reveal risk without becoming a universal statistic.
We link to current forms, rules, agency pages, original reports, published studies, contracts or policies, and attributable statements. Secondary sources can identify issues but should not silently become the foundation for a precise claim.
Government documents are written, approved, and implemented by people. They can be incomplete, politically shaped, internally inconsistent, outdated, or affected by institutional incentives. Ulekai checks forms against webpages and shows conflicts.
Authorship, approval chains, funding, ownership, compensation, professional ties, recusals, career incentives, subsequent employment, and financial interests can affect weight when documented. The existence of an incentive is not proof of dishonesty.
Clinical guidance can explain accepted processes, but it is not automatically the legal standard of care. Patient factors, setting, professional judgment, law, and the complete record matter.
Evidence types—not a trust ranking
No category is automatically true or false. Ask what the source directly establishes, who produced or approved it, how current and complete it is, and which conflicts or omissions may affect its weight.
Records, forms, rules, contracts, policies, and original data establish what they contain—not automatically that an interpretation or outcome is correct.
Check methods, population, limitations, replication, funding, publication incentives, and whether the conclusion fits the data.
They can expose mechanisms, practices, and normalized behavior that institutions never document. Attribute them and test broader claims for corroboration.
They establish what an institution states, decides, or markets. Examine approval chains, incentives, conflicts, omissions, and contrary evidence.
Corrections and disagreement
Ulekai does not accept patient files, case narratives, or protected health information. A future public correction channel should accept only a page link, disputed statement, replacement source, and explanation.