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Record W3034562178

An industrially scalable process for imparting poly (ethylene terephthalate) (PET) with durable and rechargeable antibacterial functions

2016· article· en· W3034562178 on OpenAlexfundaboutno aff
Zahidur Rahman

Bibliographic record

VenueMspace (University of Manitoba) · 2016
Typearticle
Languageen
FieldEnvironmental Science
TopicChemistry and Chemical Engineering
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsEthyleneProcess (computing)Poly ethyleneMaterials sciencePolyethylene terephthalateProcess engineeringChemistryComputer scienceOrganic chemistryCatalysisComposite materialEngineeringProgramming language
DOInot available

Abstract

fetched live from OpenAlex

Healthcare-associated infections (HAIs), especially those caused by different antibiotic-resistant bacteria such as methicillin-resistant Staphylococcus aureus (MRSA) and multidrug resistant Pseudomonas aeruginosa are of growing concern in healthcare facilities. Since 1995, overall incidence rates of MRSA in Canadian hospitals have increased 19-fold, leading to unnecessary suffering by patients and increasing costs to hospitals. There have been many reports that link pathogen-carrying hospital textiles and cases of infections. The development of effective, durable and rechargeable antibacterial healthcare textiles is expected to impede the transmission of infectious microorganisms, and act as an additional prevention measure to infection control. N-chloramines have been proven to be one of the most suitable antimicrobial agents to be immobilized onto healthcare textiles to impart them with potent and rechargeable antimicrobial functions. However, the majority of the hospital used medical textiles are synthetic fibers which are chemically inert and hard to be chemically modified with N-chloramine functions. This study focuses on developing an industry scalable process to durably immobilize N-chloramine onto poly (ethylene terephthalate) (PET), a common synthetic fiber used in healthcare textiles. Many techniques have been reported till now to activate the chemically inert PET surface with reactive functional groups. Among all the techniques, aminolysis and plasma treatments have attracted great attention due to their easy process to introduce functional group onto PET and can be set up for large production. However, aminolysis suffers from polymer degradation and plasma treatments suffer from less deposition which hinders these two processes to produce commercial antibacterial textiles. In this study, a new combined process was introduced by combining aminolysis and plasma treatments in a specific way that not only minimize the problems associated with these two processes but also can create more N-chloramine precursor functional groups onto the surface of PET. The covalently bonded N-chloramine precursor groups can be easily converted to N-chloramine by dilute sodium hypochlorite solution. The presence of nitrogen on the PET substrates after the modification was confirmed by CHNS/O elemental analyzer and ATR/FTIR analysis showing a successful incorporation of N-chloramine precursor. The morphology of the treated fibers was kept relatively similar with a slight decrease in their diameter. Moreover, the tensile strength of the treated fabric was also acceptably maintained. The N-chloramine modified PET presented highly effective antimicrobial properties, even after 50 home launderings the rechargeable treated fabric demonstrated 100% reduction of both MRSA and P. aeruginosa within a contact time of 5 min.

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 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 score0.020
Threshold uncertainty score0.341

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)0.0000.000

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 head0.012
GPT teacher head0.190
Teacher spread0.178 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2016
Admission routes2
Has abstractyes

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