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Record W25711630 · doi:10.1007/s12032-015-0514-1

Encapsulation and Controlled Release of rHu-Erythropoietin from Chitosan Biopolymer Nanoparticles

2012· article· en· W25711630 on OpenAlexfundno aff
Cody Bulmer

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicAdvanced Drug Delivery Systems
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsChitosanBiopolymerEncapsulation (networking)NanoparticleControlled releaseErythropoietinChemistryMaterials scienceNanotechnologyMedicineInternal medicinePolymerBiochemistryComputer science

Abstract

fetched live from OpenAlex

Development of malignancies in BRCA1 germ-line mutation carriers usually involves somatic inactivation of the remaining BRCA1 allele. This feature leads to a tumor-specific deficiency of double-strand DNA break repair and underlies pronounced sensitivity of BRCA1-driven cancers to cisplatin. BRCA1-specific activity of cisplatin has been repeatedly demonstrated in cell culture and animal experiments; however, corresponding clinical evidence remains limited. We applied neoadjuvant monotherapy by cisplatin (75-100 mg/m(2), 4-6 cycles) to six breast cancer patients carrying BRCA1 5382insC mutation. Pronounced reduction in tumor size was observed in all treated women. Three patients (T2N0M0, T4N2M0 and T4N2M0) showed pathologic complete response, two women (T4N0M0 and T2N1M0) had partial pathologic response, and one woman (T3N2M0) declined surgery. This study and available literature data suggest that cisplatin is a preferable option for systemic treatment of BRCA1-related hereditary breast cancer.

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.

How this classification was reachedexpand

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 categoriesInsufficient payload (model declined to judge)
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 score0.057
Threshold uncertainty score0.999

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)0.0020.000

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 head0.075
GPT teacher head0.404
Teacher spread0.329 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2012
Admission routes1
Has abstractyes

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