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Record W2395158282 · doi:10.1039/c6tb00415f

Cruciferin coating improves the stability of chitosan nanoparticles at low pH

2016· article· en· W2395158282 on OpenAlex

Why this work is in the frame

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

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Materials Chemistry B · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicMoringa oleifera research and applications
Canadian institutionsAlberta Hospital EdmontonUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsChitosanCoatingNanoparticleMaterials scienceChemical engineeringNanotechnology

Abstract

fetched live from OpenAlex

Encapsulation is an emerging technique to improve the solubility, permeability and bioavailability of bioactive compounds. Cruciferin, a major canola protein, has the potential to protect chitosan-based delivery systems under the gastric conditions due to its resistance to gastric digestion. Positively charged spherical nanoparticles with an average size of 165 nm were prepared. Two water-soluble and -insoluble model compounds (brilliant blue and β-carotene) were encapsulated. The characteristic studies of the particles showed that the chitosan-based core was coated by a cruciferin layer mainly through hydrogen bonding based on FTIR, DSC, surface hydrophobicity, dissociating and intrinsic fluorescence studies. The particles did not show toxicity to Caco-2 cells and their cellular uptake was observed using confocal microscopy. Release studies showed that the particles were resistant to simulated gastric and intestinal fluids and released less than 20% of the encapsulated compounds. Our results suggested that the particles are promising carriers for encapsulation of heat, pH and protease-degradable hydrophilic and hydrophobic bioactive compounds.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.830

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

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.

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

Opus teacher head0.023
GPT teacher head0.238
Teacher spread0.216 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it