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craigdalton | 2 months ago

How will you do this, one author I don't trust (sent them an error they missed in their paper - didnt correct it, has systemic bias in their writing) was invited to write a review article by the New England Journal of Medicine - has an excellent reputation for all the world to see.

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amber_raza|2 months ago

You found the ultimate edge case. The 'Prestige Proxy' (NEJM = Truth) essentially masks that individual's actual track record.

While we might be able to detect 'Insular Citation Clusters' mathematically to flag systemic bias, no model can catch a private signal like an ignored email. It reinforces why the human expert is indispensable. The tool is a force multiplier for judgment, not a substitute.