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Record W1549631962 · doi:10.4049/jimmunol.0990037

Response to Comment on “Hepatitis C Virus-Specific Th17 Cells Are Suppressed by Virus-Induced TGF-β”

2009· article· en· W1549631962 on OpenAlexaff
Kingston H. G. Mills, Aileen Rowan, Jean M. Fletcher

Bibliographic record

VenueThe Journal of Immunology · 2009
Typearticle
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsTrinity College
Fundersnot available
KeywordsMedicineHemodynamicsLungGastroenterologyPopulationInternal medicineHepatitis B virusRespiratory systemCohortCardiologyGroup BSurgeryImmunologyVirus

Abstract

fetched live from OpenAlex

The Journal of Immunology (1).The authors reported for the first time that Ag-specific Th17 cells were induced in patients infected by the hepatitis C virus (HCV).They also indicated that TGF-␤ and IL-10, which are induced by the viral nonstructural protein 4 (NS4), suppressed Th1 and Th17 responses in HCV-infected patients.Previously, several groups recognized that a combination of IL-6 and TGF-␤ was necessary for the differentiation of naive T cells into Th17 cells (2-4).It is very interesting that in HCV-infected patients TGF-␤ is a potent regulatory cytokine with inhibitory effects on the Th17 response.We would like to draw attention to other studies that have identified two additional cytokines involved in the induction of Th17 response: IL-23, an essential factor for maintaining the differentiated Th17 cells through its phenotype stabilization (5-7), and IL-21, which plays a role in amplification of the Th17 response (8 -9).The Rowan group's work indicates the potential of further research into the influence of viral NS4 in HCV-infected patients on IL-6, IL-21, and IL-23 expression.One such study might investigate whether suppression of Th17 response in this patient population may be associated with influencing viral NS4 on IL-6, IL-21, and IL-23 levels in addition to its demonstrated role in suppressing the influence of TGF-␤ and IL-10 on Th17 response.

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)0.003
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.027
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.012
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.003
Open science0.0030.002
Research integrity0.0270.032
Insufficient payload (model declined to judge)0.0180.018

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.

Opus teacher head0.044
GPT teacher head0.346
Teacher spread0.301 · 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 designNot applicable
Domainnot available
GenreCommentary

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
Published2009
Admission routes1
Has abstractyes

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