Gluten-Free Diet for Non-Celiacs
Claim: Following a gluten-free diet improves overall health, boosts energy, and aids weight loss in individuals without celiac disease or wheat allergy.
Bullshit Meter
Pure ontological fiction, excluding real psychological effects.
Physics vs. mind loop
Does it work in the physical world, or only through belief and behaviour?
Neither physically real nor a meaningful psychological loop.
Bio & cult hazard
20.2%Risk of abandoning medicine and of getting trapped in a closed group.
Topological fingerprint
The structural profile of the claim on five axes.
- Empirical rigor
- 28.9%
- Magic & dogma
- 12.3%
- Rhetorical fog
- 44.7%
- Conspiracy
- 7.1%
- Psychosocial
- 26.9%
Ockham's guillotine
What remains after cutting away the unfalsifiable superstructure.
Scam & grift
11.8%How much it works as a money-extraction funnel.
Fog & Barnum
57.1%Protection from refutation through vagueness and stolen jargon.
Energy, frequency, vibration, quantum alignment, natural harmony, ancient wisdom, holistic balance…
- Barnum effect58.6%
- Motte-and-bailey21.8%
- Stolen jargon15.5%
Guru roulette
34.5%Does the result depend on who performs it?
Repeatability between operators: 65.5%
- Special gift needed14.9%
- Contradicting experts17.3%
- "Skeptics block it"2.4%
Fossil & dogma clock
95.7%Does the field correct its errors, or is it frozen?
- 🚀Active science2.2%
- 🩹Degenerative patching28.5%
- 🎭Marketing chameleon62.8%
- 🦴Fossil in amber6.5%
Tin-foil hat reactor
5.3%How big a global conspiracy the claim needs.
Paranoia level 1/5 · No conspiracy needed