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Enregistrement W4405053975 · doi:10.1182/blood-2024-212068

<i>A Multicenter Review of Quality Care Metrics for Patients with Sickle Cell Disease Presenting to Community Hospitals in Southwestern Ontario</i>

2024· article· en· W4405053975 sur OpenAlexaffabout
Marco A. Herrera Quijano, Pedrom Farid, Andrea Cervi

Notice bibliographique

RevueBlood · 2024
Typearticle
Langueen
DomaineMedicine
ThématiqueHemoglobinopathies and Related Disorders
Établissements canadiensUniversity of WindsorWindsor Regional HospitalWestern University
Organismes subventionnairesnon disponible
Mots-clésMedicineDiseaseSickle cell anemiaMulticenter studyPediatricsIntensive care medicineInternal medicineRandomized controlled trial

Résumé

récupéré en direct d'OpenAlex

Introduction: While sickle cell disease (SCD) represents the most common inherited hemoglobinopathy, patients with SCD have been subjected to healthcare resource disparity for a multitude of reasons, including a lack of healthcare provider awareness of the disease and its complications. In Ontario, Canada, quality standards have been developed to address these inequities and promote prompt delivery of care for patients with SCD presenting to the hospital; however, uptake of these care metrics into routine clinical practice is variable. Most of the efforts toward SCD care optimization have been focused on establishing protocols in tertiary care academic centers to guide the recognition and management of acute SCD complications, such as vaso-occlusive crises (VOC) which represent the primary presenting morbidity associated with SCD. However, many Canadian patients seek care from community-based institutions where SCD care pathways may be lacking. Our study aims to better understand the quality of care provided to patients with SCD presenting to community hospitals by measuring care metrics defined by current guidelines. Methods: A retrospective chart review of adult patients (18 years of age and older) with SCD who presented to Emergency Departments (EDs) in southwestern Ontario, Canada, between January 2018 and December 2023. We evaluated patient presentations to Windsor Regional Hospital (WRH) and Erie Shores HealthCare (ESHC), encompassing the major community hospitals across southwestern Ontario. We assessed time from ED triage registration to analgesia delivery, type of analgesia, inpatient admission rates, ED return within 72 hours of discharge, and documented follow-up at discharge. Quality care metrics were entered into an institutional REDCap database and descriptively analyzed. Results: Thirty-two ED visits corresponding to thirteen unique patients occurred between 2018-2023 across three hospital sites. The median age at ED visit was 25.9 years [interquartile range (IQR) 22.4, 29.4], with most patients being male (n=25; 78.1%). VOC represented the most common reason for ED visit (n=23; 71.9%), followed by hepatobiliary disease (n=3; 9.4%), acute chest syndrome (n=2; 6.3%), and priapism (n=2; 6.3%). The median length of ED stay was 14.1 hours (IQR 8.7, 19.1). The median time from ED triage registration to analgesia delivery was 4.1 hours (IQR 1.8, 7.7). None of the patients presenting with VOC received analgesia within 30 minutes of triage registration, and only 2 (8.7%) received analgesia within the first hour. Twenty-six patients (81.25%) received intravenous opioids, 8 (25%) were given NSAIDs, and 11 (34.4%) received acetaminophen; most patients (61.5%) received opioids alone. Eighteen patients (56.3%) required admission to the hospital from ED, with a median length of inpatient stay of 72 hours (IQR 40.1, 106.3). Among the 14 patients (43.7%) discharged home from the ED, 14.3% returned to the ED within 72 hours of discharge. Conclusions: Most patients with SCD presenting to community hospitals in southwestern Ontario, Canada are not receiving the quality standards of care set forth by the Ontario Ministry of Health or American Society of Hematology (ASH) guidelines. Patients presenting with VOC should ideally be treated within 30 minutes of ED triage registration, which did not occur in any patients in our cohort. Moreover, most patients were treated with opioids alone as opposed to a multimodal analgesia approach, and the organization of Hematology follow-up at discharge was variably described. We aim to use these data to advocate for enhanced resources for patients with SCD in our region and community hospitals, in general, to promote streamlined delivery of care for patients presenting to the ED.

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)0,004
score de la tête « metaresearch » (Gemma)0,014
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 enseignants0,889
Score d'incertitude au seuil0,224

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0040,014
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0050,013
Études des sciences et des technologies0,0010,001
Communication savante0,0020,001
Science ouverte0,0010,001
Intégrité de la recherche0,0000,000
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 Opus0,013
Tête enseignante GPT0,274
Écart entre enseignants0,261 · 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
Publié2024
Routes d'admission2
Résumé présentoui

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