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Record W3179812036

Adalimumab for Adult Patients with Plaque Psoriasis: A Review of Clinical Effectiveness [Internet]

2020· review· en· W3179812036 on OpenAlexaboutno aff
Kwakye Peprah, Charlene Argáez

Bibliographic record

Venuenot available
Typereview
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePsoriasisAdalimumabInfliximabIxekizumabSecukinumabDermatologyUstekinumabAcitretinImmunologyInternal medicinePsoriatic arthritisTumor necrosis factor alpha
DOInot available

Abstract

fetched live from OpenAlex

Psoriasis is an autoimmune and inflammatory disease with genetic predispositions that generally occurs before age 35. The development of the disease is driven by multiple pathways of immune mediators, including tumor necrosis factor-α (TNF-α), interleukin (IL)-23 and IL-17 cytokines. Psoriasis affects about 3% of the population and is associated with systemic diseases including inflammatory bowel disease, metabolic syndrome, and cardiovascular disease. Plaque psoriasis is the most common form of the disease, accounting for about 70% to 90% of all patients with psoriasis., It is characterized by itchy, red, scaly, raised lesions on the skin, especially on the scalp, elbows, knees, scalp, and back extensor extremities and trunk. Psoriasis significantly impairs patients’ quality of life.Most patients with plaque psoriasis have mild disease that is adequately managed with topical application of corticosteroids, emollients, vitamin D analogs, coal tar products, retinoids and calcineurin inhibitors, or phototherapy. Moderate-to-severe chronic plaque psoriasis symptoms are generally treated with systemic therapies., They have a significant negative impact on patient quality of life., and are associated with a considerable economic burden., Treatment options include conventional agents such as methotrexate and cyclosporine, and relatively newer biologic agents. Biologics approved for patients with moderate-to-severe plaque psoriasis include of TNF-α inhibitors (e.g., as adalimumab and infliximab), IL-17 inhibitors (e.g., ixekizumab, and secukinumab) and IL-23 inhibitors (e.g., risankizumab).,,– Unlike the non-specific conventional immunomodulators, biologic treatments for psoriasis are less likely to cause systematic adverse events because of their specificity for immune targets.,Adalimumab was among the earlier biologic agents that received approval from Health Canada for the treatment of severe plaque psoriasis. Others with similar approved indications include infliximab, ixekizumab, risankizumab, and secukinumab. The variety of biologic agents currently available for the treatment of moderate-to-severe plaque psoriatic presents a challenge to clinicians in making choices that optimize patients’ outcomes. It also creates the need for decision-makers to determine suitable places in therapy for the available treatment options, using evidence-based information. In 2008, CADTH conducted a Common Drug Review (CDR) of adalimumab in patients with plaque psoriasis. However, that review did not cover the comparative effectiveness of adalimumab to other biologics for that indication.The aim of this Rapid Response review is to compare and summarize evidence about the clinical effectiveness of adalimumab versus other biologic drugs indicated for the treatment of in adult patients with plaque psoriasis.

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)0.001
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: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.046
GPT teacher head0.345
Teacher spread0.299 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2020
Admission routes1
Has abstractyes

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