High-Dose Vitamin D Protects Against Viral Infections

Claim: High doses of vitamin D3 protect against viral infections such as HIV.

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Bullshit Meter

Pure ontological fiction, excluding real psychological effects.

44.5%
Hard empirical modelHeuristicHybrid pseudosciencePure fiction

Physics vs. mind loop

Does it work in the physical world, or only through belief and behaviour?

Physical world56.7%
Mind & behaviour2.6%

Works physically, independent of belief.

Bio & cult hazard

73.5%

Risk of abandoning medicine and of getting trapped in a closed group.

☣ Medical risk73.5%
🔒 Cult isolation1.8%

Topological fingerprint

The structural profile of the claim on five axes.

Empirical rigorMagic & dogmaRhetorical fogConspiracyPsychosocial
Empirical rigor
47.5%
Magic & dogma
7.0%
Rhetorical fog
15.5%
Conspiracy
14.0%
Psychosocial
12.9%
Compare with

Ockham's guillotine

What remains after cutting away the unfalsifiable superstructure.

Hard core26.9%
Common sense31.2%
Pure ritual29.7%
Empty negation12.2%

Scam & grift

2.7%

How much it works as a money-extraction funnel.

1. Bait12.4%
2. Guru dependence8.1%
3. Blaming the client2.1%

Fog & Barnum

24.0%

Protection from refutation through vagueness and stolen jargon.

Energy, frequency, vibration, quantum alignment, natural harmony, ancient wisdom, holistic balance…

  • Barnum effect4.8%
  • Motte-and-bailey11.8%
  • Stolen jargon13.7%

Guru roulette

18.0%

Does the result depend on who performs it?

✓✓✓✓✓

Repeatability between operators: 82.0%

  • Special gift needed8.1%
  • Contradicting experts6.6%
  • "Skeptics block it"3.3%

Fossil & dogma clock

89.3%

Does the field correct its errors, or is it frozen?

  1. 🚀Active science4.6%
  2. 🩹Degenerative patching51.5%
  3. 🎭Marketing chameleon34.7%
  4. 🦴Fossil in amber9.2%

Tin-foil hat reactor

14.1%

How big a global conspiracy the claim needs.

12345

Paranoia level 1/5 · No conspiracy needed