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Record W1985806645 · doi:10.1097/qad.0b013e3282f4a0ed

Is nevirapine-based therapy discontinuation in hepatitis C co-infected patients a more important mortality determinant than hypersensitivity: authors' reply

2008· letter· en· W1985806645 on OpenAlexaffabout
Elizabeth Phillips, Anna Hayden, Sonia Gutiérrez, Natalie Jahnke, Benita Yip, Viviane D. Lima, Robert S. Hogg, P. Richard Harrigan, Julio Montaner

Bibliographic record

VenueAIDS · 2008
Typeletter
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsSimon Fraser UniversityAIDS VancouverUniversity of British Columbia
Fundersnot available
KeywordsNevirapineMedicineDiscontinuationConsistency (knowledge bases)PopulationHuman immunodeficiency virus (HIV)Family medicineComputer scienceEnvironmental healthInternal medicineAntiretroviral therapyArtificial intelligence

Abstract

fetched live from OpenAlex

We thank Raffi et al. [1] for their comments regarding our study [2] on the nevirapine-related hypersensitivity reaction (HSR) in hepatitis C virus (HCV) co-infected individuals as an effect modifier for increased mortality. Raffi et al.[1] point out several limitations of our study, related to the definition of nevirapine-HSR, which were addressed in detail within the discussion section of our article. For example, we acknowledged that our rate of HSR was higher than that reported in other studies [2], as well as the difficulty of comparing our results with others due to differences in definitions and the diversity of populations studied. The possibility for nondifferential misclassification bias, which may have conservatively biased our results, was further cited as a limitation in the discussion section [2]. We further agree with Raffi et al.[1] that there has been a lack of consensus and consistency on the definition of nevirapine-HSR. In fact, Raffi et al.[1] acknowledge that no formal definition has been established for nevirapine-HSR. We respect their opinion that our chosen definition of nevirapine-HSR may be rather liberal compared to that of the European Summary Product Characteristics (SPC) [3] and the US Prescribing Information [4]. However, a review of the recent literature on the subject of nevirapine-HSR clearly illustrates that there is still little consistency in the definition of nevirapine-HSR [5–7]. Therefore, under these circumstances, our classification of nevirapine-HSR represents a reasonable and conservative compromise, within the constraints of our population-based database. Although Raffi et al.[1] are correct in their claim that the recommendation against the use of nevirapine in HIV/HCV-coinfected patients is not included in the DHHS, IAS or European guidelines, these guidelines do recommend close monitoring of transaminases and liver function tests when prescribing nevirapine to this population. Of note, the Therapeutic Guidelines for HIV-1 infected adults by the BC Centre for Excellence in HIV/AIDS, in Vancouver, Canada [8] include a recommendation against the preferential use of nevirapine among HCV/HIV infected individuals since October of 2006. This was almost 1 year before our article was published in AIDS. In conclusion, the relationship between nevirapine-based HSR and HCV co-infection resulting in an increased risk of mortality was clearly displayed in our study [2], suggesting that caution should be applied when using nevirapine in this population. As shown in table 3 from our study, the concurrent use of stavudine and didanosine, which were previously commonly used in combination with nevirapine in earlier treatment regimens, was not associated with non-accidental death. We agree with Raffi et al.[1] that appropriately powered studies with other antiretroviral drugs are needed to allow further conclusions to be made regarding the implication of our findings in comparable HIV/HCV co-infected populations.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.208
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
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 head0.055
GPT teacher head0.349
Teacher spread0.294 · 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 designObservational
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
Published2008
Admission routes2
Has abstractyes

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