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Record W1174528165 · doi:10.18553/jmcp.2015.21.9.s1

New Therapies, Evidence, and Guidance in Hepatitis C Management: Expert Practices and Insights from an Educational Symposium at the AMCP 27th Annual Meeting Expo

2015· article· en· W1174528165 on OpenAlexaff
Norah A. Terrault, Alex Monto, Michael R. Stinchon, Erica Rusie, Kathleen Moreo

Bibliographic record

VenueJournal of Managed Care & Specialty Pharmacy · 2015
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsUniversity of Alberta
FundersNational Institutes of HealthAmerican Society of TransplantationU.S. Department of Veterans Affairs
KeywordsMedicineContext (archaeology)PharmacyHepatitis CPromotion (chess)Panel discussionPopulationHealth careMedical educationFamily medicineImmunologyPolitical scienceBusiness

Abstract

fetched live from OpenAlex

BACKGROUND: The 2013-2014 approvals of new direct-acting antiviral (DAA) therapies for hepatitis C virus (HCV) infection have engendered a paradigm shift in HCV treatment and management, offering the potential for a cure at a population level. The availability of the highly effective and relatively safe DAAs prompted revisions to guidance recommendations based on new clinical trial evidence. In the context of this paradigm shift and considerations of the costs associated with the new DAAs, managed care professionals face new questions and challenges regarding HCV treatment and management approaches. To address the continuing education needs of this group, PRIME Education, Inc. (PRIME) conducted a symposium on HCV at the 27th Annual Meeting Expo of the Academy of Managed Care Pharmacy. Moderated by Michael R. Stinchon, Jr., RPh, the program panel featured 2 internationally recognized leaders in hepatitis C treatment and research: Norah Terrault, MD, MPH, and Alex Monto, MD. OBJECTIVE: To summarize the educational symposium presentations and discussions. METHODS: This article is organized by key questions that the panelists and attendees raised for discussion during the 2-hour symposium. The questions addressed methods for assessing liver fibrosis; comprehensive patient assessment to inform treatment decisions; the influence of viral load on decisions about treatment duration; the role of ribavirin in optimizing treatment efficacy; unmet treatment needs for patients with HCV genotype 3 or advanced liver disease; and managed care strategies for patient education, adherence promotion, and care coordination. In answering attendee questions on these issues, the expert panelists presented established evidence, and recognizing limitations to current evidence and guidance recommendations, they discussed applications of clinical judgment and offered their views and practices regarding individualized care for patients with HCV. SUMMARY: In response to questions about the utility of noninvasive methods for assessing liver fibrosis, the expert panel presented a comparative overview of the methodology, accuracy, risks, limitations, and costs of noninvasive tests and liver biopsy. Discussion highlighted the strengths of noninvasive methods for diagnosing advanced disease and cirrhosis and the methods' limitations that pose barriers to ensuring that patients receive necessary antiviral therapy. Based on guidance recommendations, treatment should be prioritized in patients with advanced fibrosis or cirrhosis (Metavir score F3 to F4). While acknowledging the importance of this recommendation, the symposium panelists also argued that making effective decisions about whom, and when, to treat requires a more comprehensive clinical approach to patient assessment and adjusting recommended priorities according to individual patient considerations. This approach involves evaluating outcomes such as extrahepatic complications, including those affecting quality of life, functional status, and work productivity. In response to questions regarding decisions about DAA therapy duration based on viral load, the panel engaged the audience in thinking critically about evidence-based cutoff values and natural fluctuations of HCV RNA concentrations. Discussions centered on the importance of clinical judgment to ensure that the treatment duration promotes the highest efficacy and avoids risks of relapse. The panel responded to several audience questions about the role of ribavirin in new DAA regimens. Evidence-based presentations and discussions focused on patient-specific factors that must be considered to inform effective decisions about adding ribavirin. The panel took a similar approach to answering questions about emerging challenges and the difficult-to-treat populations of patients with HCV genotype 3 or advanced liver disease. The symposium concluded with presentation of, and discussion on, managed care strategies for educating patients about appropriate HCV medication use, improving adherence, and coordinating care provided by the interprofessional team. CONCLUSIONS: The availability of new DAAs for HCV raises new questions and challenges for managed care professionals, especially regarding prioritizing patients for immediate therapy as well as treatment and management approaches that account for the needs of individual patients and subpopulations. The educational symposium summarized in this article directly addressed key questions and challenges through presentations of evidence, guidance recommendations, and interactive discussions on the views and practices of international leaders in HCV treatment and research.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.437
Threshold uncertainty score0.798

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.066
GPT teacher head0.402
Teacher spread0.336 · 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 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

Citations8
Published2015
Admission routes1
Has abstractyes

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