MétaCan
Menu
Back to cohort
Record W2901528591 · doi:10.1177/1203475418814234

Comparison of Management Guidelines for Moderate-to-Severe Plaque Psoriasis: A Review of Phototherapy, Systemic Therapies, and Biologic Agents

2018· review· en· W2901528591 on OpenAlexaffabout
Arvin Ighani, Arun C.R. Partridge, Neil H. Shear, Charles Lynde, Wayne Gulliver, Cathryn Sibbald, Patrick Fleming

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2018
Typereview
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsMemorial University of NewfoundlandHealth Sciences CentreSunnybrook Health Science CentreLynde Centre for DermatologyUniversity of Toronto
Fundersnot available
KeywordsMedicinePsoriasisDosingGrading (engineering)MethotrexateClinical trialIntensive care medicineRandomized controlled trialUstekinumabInfliximabMEDLINEDermatologySurgeryInternal medicineTumor necrosis factor alpha

Abstract

fetched live from OpenAlex

INTRODUCTION:: Many international guidelines for management of psoriasis exist and most have variations in grading evidence quality, strength of recommendations, and dosing. The objective of our review is to compare international guidelines published in the United Kingdom, Canada, Europe, and the United States for the management of moderate-to-severe plaque psoriasis. METHODS:: We conducted a literature review on systemic therapies and phototherapy for moderate-to-severe plaque psoriasis in adult patients. The British, Canadian, European, and American guidelines served as the key comparators in our review. To identify relevant supporting clinical trials not referenced in the guidelines, we conducted literature searches in PubMed and EMBASE. Two authors independently extracted data on indications, dosing, efficacy, evidence grade, and strength of clinical recommendation for each therapy. RESULTS:: Monoclonal antibodies directed toward tumour necrosis factor and interleukin (IL)-12/23 received the strongest recommendations for treatment of moderate-to-severe plaque psoriasis, supported by robust, high-quality randomized controlled trials (RCTs). Newer agents such as IL-17 and IL-23 inhibitors are not referenced in most guidelines. There are fewer RCTs for conventional therapies and few head-to-head comparisons with biologics, making it difficult to draw direct comparisons. Among older agents, methotrexate is most strongly recommended for long-term maintenance and cyclosporine is recommended for short-term control of flares. CONCLUSION:: Physicians should individualize psoriasis-management strategies based on medication tolerance, efficacy, safety, patient comorbidities, availability of the medication, and patient preference.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.801
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.164
GPT teacher head0.392
Teacher spread0.228 · 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 designNot applicable
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

Citations44
Published2018
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Cutaneous Medicine and SurgerySame topicPsoriasis: Treatment and PathogenesisFrench-language works237,207