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Record W2904898191 · doi:10.1080/09546634.2018.1529386

The journey for US psoriasis patients prescribed a topical: a retrospective database evaluation of patient progression to oral and/or biologic treatment

2018· article· en· W2904898191 on OpenAlexfundno aff
Jashin J. Wu, Minyi Lu, Karen A. Veverka, Maartje Smulders, Eros Papademetriou, Junhua Yu, Steven R. Feldman

Bibliographic record

VenueJournal of Dermatological Treatment · 2018
Typearticle
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsnot available
FundersLEO PharmaGaldermaSun PharmaMylanRegeneron PharmaceuticalsCelgeneValeant Pharmaceuticals InternationalSanofiEli Lilly and CompanyPfizerNational Psoriasis Foundation
KeywordsMedicinePsoriasisRetrospective cohort studyBiologic AgentsTopical agentsInternal medicineCohortObservational studySurgeryDermatologyDisease

Abstract

fetched live from OpenAlex

Background: A specific sequence for psoriasis (PsO) therapy has not been defined.Objectives: This retrospective, observational cohort study characterized pathways of PsO treatment over 3 years for newly diagnosed patients initially treated with a topical medication.Methods: Adult PsO patients from the Explorys database (March 1 2011 to June 30 2015) were grouped according to medication-use patterns: 1) discontinued therapy; 2) topical therapy only; 3) switched/added an oral agent; and 4) switched/added a biologic agent.Results: Of 6875 patients, 907 (13.2%) discontinued treatment; 2544 (37.0%) used topical only, and 3319 (45.7%) and 819 (11.9%) switched/added-on an oral and/or biologic agent, respectively. Patients progressed to biologic treatment faster than to oral agents (median 254 vs. 378 d; p < .0001). Using an oral agent before a biologic significantly delayed biologic initiation compared to progressing to biologic directly from topical (median 456 vs. 90 d; p < .0001).Limitations: Disease severity and the reason for treatment transitions were not assessed.Conclusions: Patients initiating topical PsO treatment progressed to biologics faster than to oral agent using an oral agent prior to a biologic significantly delayed biologic initiation. Maintaining patients on an effective topical treatment may minimize the need for a switch to oral and biologics.

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)0.000
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.762
Threshold uncertainty score0.477

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.072
GPT teacher head0.347
Teacher spread0.275 · 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 designOther design
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

Citations13
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Dermatological TreatmentSame topicPsoriasis: Treatment and PathogenesisFrench-language works237,207