MétaCan
Menu
Back to cohort
Record W4301182908 · doi:10.4212/cjhp.3234

Trends in Use of Combination Antiretroviral Therapy and Treatment Response from 2000 to 2016 in the Canadian Observational Cohort (CANOC): A Longitudinal Cohort Study

2022· article· en· W4301182908 on OpenAlexaffvenueabout
Alison R. McClean, Jason Trigg, Claudette Cardinal, Mona Loutfy, Curtis Cooper, Abigail Kroch, Mostafa Shokoohi, Nimâ Machouf, Réjean Thomas, Marina B. Klein, Deborah Kelly, Alexander Wong, Stephen Sanche, Joan Montaner

Bibliographic record

VenueThe Canadian Journal of Hospital Pharmacy · 2022
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS drug development and treatment
Canadian institutionsUniversity of SaskatchewanUniversity of ReginaMemorial University of NewfoundlandMcGill University Health CentreMontreal Clinical Research InstituteOttawa HospitalMaple Leaf Medical ClinicUniversity of TorontoUniversity of OttawaAIDS VancouverUniversity of British Columbia
Fundersnot available
KeywordsObservational studyAntiretroviral therapyCohortMedicineCohort studyMarginal structural modelHuman immunodeficiency virus (HIV)Family medicineInternal medicineViral load

Abstract

fetched live from OpenAlex

Background: Advances in treatment have turned HIV from a terminal illness to a more manageable condition. Over the past 20 years, there have been considerable changes to HIV treatment guidelines, including changes in preferred antiretrovirals and timing of initiation of combination antiretroviral therapy (cART). Objective: To examine real-world trends in cART utilization, viral control, and immune reconstitution among people living with HIV in Canada. Methods: Data were obtained from the Canadian Observational Cohort (CANOC). CANOC participants were eligible if they were antiretroviral therapy–naive at entry and initiated 3 or more antiretrovirals on or after January 1, 2000; if they were at least 18 years of age at treatment initiation; if they were residing in Canada; and if they had at least 1 viral load determination and CD4 count within 1 year of CANOC entry. Baseline and annual mean CD4 counts were categorized as less than 200, 200–350, 351–500, and more than 500 cells/mm3. Annual mean viral loads were reported as suppressed (< 50 copies/mL), low (50–199 copies/mL), or high detectable (≥ 200 copies/mL). The cART regimens were reported yearly. Results: All CANOC participants were included (n = 13 040). Over the study period, the proportion of individuals with an annual mean CD4 count above 500 cells/mm3 increased from 16.3% to 65.8%, while the proportion of individuals with an undetectable mean viral load increased from 10.6% to 83.2%. As of 2007, the most commonly prescribed 2-agent nucleoside reverse transcriptase inhibitor backbone was tenofovir disoproxil fumarate and emtricitabine. In terms of third agents, non-nucleoside reverse transcriptase inhibitors were the most common class in the periods 2000–2003 and 2014–2015, protease inhibitors were most common in the period 2004–2013, and integrase inhibitors were most common in 2016. Conclusions: Concordance with treatment guidelines was demonstrated over time with respect to cART prescribing and immunologic and virologic response. RÉSUMÉ Contexte : Les progrès effectués dans le domaine des traitements ont transformé le VIH. Celui-ci est passé d’une maladie en phase terminale à une maladie plus gérable. Au cours des 20 dernières années, des changements considérables ont eu lieu dans les directives de traitement du VIH, y compris des changements dans les antirétroviraux privilégiés et le moment de l’initiation de la thérapie antirétrovirale combinée (TARc). Objectif : Examiner les tendances réelles de l’utilisation de la TARc, du contrôle viral et de la reconstitution immunitaire chez les personnes vivant avec le VIH au Canada. Méthodes : Les données ont été obtenues auprès de la Canadian Observational Cohort (CANOC). Les participants à la CANOC étaient admissibles s’ils n’avaient jamais reçu de traitement antirétroviral à l’entrée et avaient commencé la prise de 3 antirétroviraux ou plus le 1er janvier 2000 ou après cette date; s’ils avaient au moins 18 ans au moment du début du traitement; s’ils résidaient au Canada; et s’ils avaient au moins 1 charge virale et un nombre de CD4 dans l’année suivant l’entrée à la CANOC. Les numérations initiales et annuelles moyennes de CD4 ont été classées comme inférieures à 200, 200 à 350, 351 à 500, et supérieures à 500 cellules/mm3. Les charges virales moyennes annuelles ont été signalées comme supprimées (< 50 copies/mL), faibles (50 à 199 copies/mL) ou élevées détectables (≥ 200 copies/mL). Les régimes de la TARc ont été rapportés chaque année. Résultats : Tous les participants à la CANOC ont été inclus (n = 13 040). Au cours de la période d’étude, la proportion de personnes ayant une numération CD4 moyenne annuelle supérieure à 500 cellules/mm3 est passée de 16,3 % à 65,8 %, tandis que la part de personnes ayant une charge virale moyenne indétectable est passée de 10,6 % à 83,2 %. En 2007, la bithérapie de base d’inhibiteurs nucléosidiques de la transcriptase inverse la plus couramment prescrite était le fumarate de ténofovir disoproxil et l’emtricitabine. En matière de troisièmes agents, la classe la plus courante dans les périodes 2000-2003 et 2014-2015 était les inhibiteurs non nucléosidiques de la transcriptase inverse; les plus courants dans la période 2004-2013 étaient les inhibiteurs de protéase; et les inhibiteurs de l’intégrase étaient les plus courants en 2016. Conclusions : La concordance avec les directives de traitement a été démontrée au fil du temps en ce qui concerne la prescription de la cART et la réponse immunologique et virologique.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.113

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.006
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.001
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 head0.067
GPT teacher head0.311
Teacher spread0.244 · 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 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

Citations2
Published2022
Admission routes3
Has abstractyes

Explore more

Same venueThe Canadian Journal of Hospital PharmacySame topicHIV/AIDS drug development and treatmentFrench-language works237,207