Recent Patents on Eggshell: Shell and Membrane Applications
Bibliographic record
Abstract
The chicken eggshell and its membranes are an inexpensive and abundant waste material which exhibit interesting characteristics for many potential applications. The eggshell is formed mainly of calcium carbonate (CaCO3) and is used widely as an animal feed, lime (Ca(OH)2) substitute or a fertilizer. Moreover, the associated eggshell membranes have a high content of bioactive components, as well as properties of moisture retention and biodegradability which have potential use for clinical, comestic, nutraceutical and nanotechnology applications. The eggshell membranes have been also used for biosorption of heavy metals and dyes and as a template to synthesize metal nanoparticles. The combination of nanosized calcium phosphate (Ca3(PO4)2) biomaterials synthesized from eggshell and eggshell membrane show promise to develop drug delivery system and nanowires for electronic devices. In addition, a derived product, the soluble eggshell membrane protein (SEP) has applications in tissue engineering. This review discusses the patented applications of eggshell membrane waste: shell and membrane for the last 10 years as well as their future applications. Keywords: Bioremediation, clinical, collagen, cosmetics, eggshell membrane, nanotechnology, nutraceutical and shell, proteins, glycoprotein, proteoglycans, calcitic columns, the palisade layer, mammillary cone layer, cuticle, calcified shell, glycosaminoglycans (GAGs), Ovotransferrin, Lysozyme, Ovocalyxin-36, Hydroxyproline, hydroxylysine, polypropylene, mammillary, cones, pulsed energy separation system, cavitation, overlap-ping vanes, osteoporosis, osteopenia, bone mineral density (BMD), osteoarthritis, hyaluronic acid, proteases, hypertension, gastrointestinal disorders, electrospinning method, anionic dyes, pulverized eggshell, calcined eggshell, Carbonate hydroxylapatite (CHAP), sol-gel minerali-zation method, carbon doped TiO2 porous nanometer photocatalyst, hydroxyapatite, chitosan, Ovocalyxin-36 (OCX-36)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.053 | 0.018 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".