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Enregistrement W7133018913

UNCOVER: Understanding Near-term Care Of Very Early Rheumatoid arthritis in a national, multi-centre, randomly selected, historical inception cohort of newly diagnosed disease

2007· dissertation· W7133018913 sur OpenAlexaboutno aff
Ruben Tavares

Notice bibliographique

RevueTSpace · 2007
Typedissertation
Langue
DomaineMedicine
ThématiqueRheumatoid Arthritis Research and Therapies
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésRheumatoid arthritisCohortPharmacotherapyRheumatologyLogistic regressionErythrocyte sedimentation rateRetrospective cohort studyDisease
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Rationale. Clinical guidelines for rheumatoid arthritis (RA) pharmacotherapy recommend initiating disease modifying anti-rheumatic drugs (DMARDs) within three months of established disease and three months of symptoms are required to establish a diagnosis with certainty. Unfortunately, data on delays to accessing DMARD therapy for early RA is lacking from Canada. These patients may not be receiving optimal treatment in a timely manner. Purpose. To determine the proportion of Canadian RA patients treated with DMARDs within six months of symptom onset; to determine the predictors and components of time to treatment; and, to characterize early pharmacotherapy and clinical management in usual care. Methods. A retrospective chart audit of 339 randomly selected adult patients, clinically diagnosed with RA between June 2001 and May 2003 from the practices of 18 rheumatology specialists. Time to DMARD treatment was determined using Kaplan-Meier analysis. Multivariable logistic regression (LR) and Cox modeling using Markov Chain Monte Carlo multiple imputed data was conducted to determine predictors of delay. Bootstrapping was used to validate LR models. Median component delays and frequency estimates of pharmacotherapies and clinical assessments utilized were determined. Results. Subjects were 50 +/- 14 years at symptom onset and 75.5% were female. At baseline, subjects had a median (interquartile range) of 10 (6,14) swollen and 13 (8,19) tender joints, an erythrocyte sedimentation rate (ESR) of 32 (20,46) mm/h, and C-reactive protein (CRP) of 29 (14,37) mg/L, 69.9% of subjects were rheumatoid factor positive (RF+), 40.4% had an arthritic comorbidity, 41.9% previously consulted another rheumatologist, and the majority (85.0%) were previously treated with non-steroidal anti-inflammatory drugs (NSAIDs). Within six months of symptom onset, 39.1% were treated with DMARDs. Multivariable predictors of increased time from symptom onset to treatment included the existence of an arthritic comorbidity, female gender, and younger age at symptom onset. Previously consulting another rheumatologist and seeing an academic investigator were associated with decreased time to treatment. The major delays occurred prior to rheumatology referral (78%), of which, 27% occurred prior to NSAID therapy. Therapy with DMARDs was initiated a median of 70 days prior diagnosis confirmation. The most common first DMARDs were hydroxychloroquine (HCQ, 55.5%) and methotrexate (MTX, 40.1%). At DMARD initiation, 47.2% were prescribed a combination therapy, including multiple DMARDs for 16.5% and DMARD-corticosteroid combinations for 30.7%. Laboratory assessments frequently accompanied referral letters (81.0%). Joint examination (40.7%), pain (50.2%), function (28.9%), and radiographs (49.7%) were infrequently included in referral letters. Except for radiography (55.5%), all other assessments noted above were conducted at a frequency of greater than 80% at baseline and follow-up by the investigator. Formal assessments of disease activity (DAS, 0.3%; DAS28, 8.6%), functional (HAQ, 34.6%; MHAQ, 16.0%), and pain (VAS, 43.6%) were infrequently collected over follow-up. Conclusions. Almost 40% of RA patients are treated with DMARDs within six months of symptom onset. The largest components of delays to treatment precede referral to rheumatologic care. On average, patients are treated with DMARDs prior to the confirmation of a diagnosis. Attention should be given to the development of RA symptoms in patients with arthritic comorbidities, lesser age, and females, as these variables predict increased time to treatment. Underlying characteristics of subjects who consult a single rheumatologist leading up to diagnosis and those referred to nonacademic specialists need to be explored as they also predict increased time to treatment. In light of patients being started on DMARDs in advance of a confirmed diagnosis, as well as the low proportion of patients with high disease activity early in the disease course, the initial DMARD care provided may be considered aggressive with nearly 50% receiving either multiple DMARDs or single-DMARD-corticosteroid combinations at this time point. The potential improvement in rheumatologic care achievable with tight monitoring of patients should be met with increased frequency of formal disease activity, function, pain and radiography assessments over the course of care.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,003
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,387
Score d'incertitude au seuil0,770

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,003
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0010,000
Communication savante0,0010,001
Science ouverte0,0010,001
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,023
Tête enseignante GPT0,322
Écart entre enseignants0,299 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2007
Routes d'admission1
Résumé présentoui

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