U.S. clinical trial or marketing fact-check:
* IRB/ethics approval/ClinicalTrials.gov registration clearly stated
* Named investigators + verified affiliations
* A protocol, preprint, or methods page
* Transparent data use + funding disclosures
Otherwise it is a red flag.