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The protein corona from nanomedicine to environmental science

2023· review· en· 557 citations· W4360849792 on OpenAlex· 10.1038/s41578-023-00552-2

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.035
GPT teacher head0.330
Teacher spread
0.294 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Nature Reviews Materials
Topic
Nanoparticle-Based Drug Delivery
Field
Materials Science
Canadian institutions
Funders
Division of Chemical, Bioengineering, Environmental, and Transport SystemsNational Institute of General Medical SciencesCamille and Henry Dreyfus FoundationPhilomathia FoundationU.S. Department of EnergyGordon and Betty Moore FoundationU.S. Department of AgricultureAlfred P. Sloan FoundationNational Institute on Drug AbuseNational Institute of Diabetes and Digestive and Kidney DiseasesOffice of ScienceNational Institutes of HealthNational Science Foundation
Keywords
NanomedicineNanobiotechnologyNanotechnologyCorona (planetary geology)NanotoxicologyData scienceComputer scienceMaterials scienceNanoparticlePhysicsAstrobiology
Has abstract in OpenAlex
no