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Record W2182254210 · doi:10.82308/15710

An investigation of bacteriophage-bacteria interactions: development of phage resistance and associated variations in virulence and biofilm formation

2013· article· en· W2182254210 on OpenAlexfundno aff
Zeinab Hosseinidoust

Bibliographic record

VenueeScholarship@McGill (McGill) · 2013
Typearticle
Languageen
FieldEnvironmental Science
TopicBacteriophages and microbial interactions
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsMcGill UniversityYale University
KeywordsVirulenceMicrobiologyBiofilmBacteriophageBacteriaAntibiotic resistanceBiologyPhage therapyAntimicrobialAntibioticsGeneticsEscherichia coliGene

Abstract

fetched live from OpenAlex

L'augmentation de la résistance aux antibiotiques a ravivé l'intérêt dans le développement d'agents antimicrobiens alternatifs. Les bactériophages, parasites bactériens obligatoires, ont suscité beaucoup d'intérêt de la part de la communauté scientifique et de l'industrie à cause de leurs nombreux avantages. Cependant, plusieurs défis restent à relever pour résoudre les problèmes qui empêchent l'utilisation des bactériophages comme agents antimicrobiens. Un certain nombre de ces défis sont adressés dans cette dissertation. Après une brève introduction sur les avantages et désavantages de l'utilisation des bactériophages dans le premier chapitre, nous présentons dans le second chapitre les limitations intrinsèques de l'utilisation de bactériophages immobilisés pour créer des surfaces antimicrobiennes. Dans les trois chapitres suivants, nous traitons de l'une des principales questions concernant l'infection de cultures bactériennes par les bactériophages, à savoir l'émergence de variants bactériens résistants. L'effet des bactériophages sur la formation de biofilms a été étudié et nous avons observé que dans certains cas, les bactériophages peuvent augmenter la formation de biofilms. En outre, nous avons étudié les colonies bactériennes résistantes qui émergent après l'infection par des bactériophages. Nous avons trouvé que leur phénotypes, leurs caractères de virulence ainsi que leurs virulences in vitro envers les cellules mammifères avaient été affectés de manière significative. Cette investigation souligne l'importance des effets des bactériophages sur les cultures bactériennes pour une utilisation efficace de leur potentiel antimicrobien.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.012
GPT teacher head0.219
Teacher spread0.207 · 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 source (direct Gemma or distilled Codex), 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
Published2013
Admission routes1
Has abstractyes

Explore more

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