More usefully, start from what the certificate claims to measure and what the claimed measurement actually answers, because those are two different questions.
Test results from a material supplier are different from independent results in ways that matter for interpretation, even if both are accurate.
The laboratory name and accreditation status can be checked in real time against the testing service's own register, and that two-minute check catches substituted certificates.
Research-grade certificates carry no regulatory backing and no standing in quality systems, and that limitation is worth being explicit about.
Be careful not to over-read this — a certificate that is imperfect is not worthless, it is just a starting point for thought rather than an endpoint.
My working rule is that a document without a lot number, a method section and a test date is marketing.
edited 5 Jun 2024 by priya_menon — added the placebo-arm figures