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Enregistrement W1975637696 · doi:10.1513/annalsats.201408-406ed

Chronic Obstructive Pulmonary Disease. Health Disparity and Inequity

2014· letter· en· W1975637696 sur OpenAlexaboutno aff
David H. Au, Laura C. Feemster

Notice bibliographique

RevueAnnals of the American Thoracic Society · 2014
Typeletter
Langueen
DomaineMedicine
ThématiqueChronic Obstructive Pulmonary Disease (COPD) Research
Établissements canadiensnon disponible
Organismes subventionnairesNational Heart, Lung, and Blood Institute
Mots-clésMedicinePulmonary diseaseHealth equityIntensive care medicineDiseaseMEDLINEInternal medicinePathologyPublic health

Résumé

récupéré en direct d'OpenAlex

The Centers for Disease Control and Prevention describes health disparities that “negatively affect groups of people who have systematically experienced greater social or economic obstacles to health” and inequity as a “difference or disparity in health outcomes that is systematic, avoidable, and unjust” (1). Despite being the only major leading cause of death that continues to increase (2), chronic obstructive pulmonary disease (COPD) is rarely a disease championed by celebrities or the public. COPD is not the subject of viral social media campaigns, such as the recent ice-bucket challenge to fund research for Amyotrophic Lateral Sclerosis, a disease that often afflicts younger, otherwise healthy individuals. The face of the patient with COPD is typically older, of lower socioeconomic status, and in the view of many, suffering from self-inflicted injury. The insidious onset and gradual decline in health and functional status that is characteristic of COPD does not typically garner the public support of conditions that are rapidly fatal, such as lung cancer, nor does treatment lead to rapid improvements in health and functional status, such as with low-ejection fraction heart failure. In turn, COPD has received relatively scant attention from primary care clinicians, funders of researchers, and policy makers (3, 4). Nihilism for what can be done for patients with COPD remains rampant, despite a robust evidence base to the contrary (5). By all accounts, patients with COPD represent the paradigm of a group of people at risk for health disparity and inequity. In this issue of AnnalsATS, Gershon and colleagues (pp. 1195–1202) describe a white cloud, but one with a foreboding shadow (6). Using data collected as part of the Provincial Health Ministry from Ontario, Canada, Gershon and colleagues demonstrate that from 1996 to 2011–2012, the COPD population became older and included a greater number of women. In addition, the authors report that among patients with COPD, the standardized mortality decreased 35% during this 16-year period. Although this is encouraging, the reduction in mortality was not shared equitability among patients. Across quintiles of income, patients in the lowest quintiles of income experienced the least mortality benefit. These results are important especially within the United States, where COPD mortality has been flat or continues to rise relative to that of other conditions. Although there are many possible explanations, an obvious difference between patients with COPD in Ontario and those in the United States is the difference in access to healthcare. Unlike in the United States, where health insurance is provided through a porous patchwork of sources, the ability to purchase insurance is not a barrier to healthcare access in Canada, where health insurance coverage is nearly universal. Mortality among patients with COPD is not the same as mortality attributed to COPD. Among patients with COPD, the leading cause of death is attributed to disease comorbidity, not COPD itself. Only among a minority of patients with severe disease does respiratory failure become a leading cause of mortality. One important reason that patients with COPD are at risk for health disparity is most likely not the COPD treatment itself but, instead, modifying COPD comorbidity. Depending on the severity of COPD, the leading cause of death is either cardiovascular disease or lung cancer. Tobacco use, which causes death from both these conditions, has decreased more among patients of higher socioeconomic than lower socioeconomic status. Likewise, other factors associated with early mortality, such as limited access to healthy foods and obesity, are also significantly higher among patients of lower socioeconomic status. The results of Gershon’s article also imply that solving the insurance issue alone may not solve the access or health delivery issue for patients with COPD. Several other factors may represent barriers to receipt of quality care for COPD, such as that patients with limited socioeconomic means often live in more rural areas or within urban environments with significant barriers to transportation (7). Missing work may also have a significant effect on an individual’s income, leading to the decision to forego both preventative and ongoing healthcare. Similarly, being health literate is essential to gain access to complex healthcare systems and to be adherent to multiple medical therapies, both for

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)0,002
score de la tête « metaresearch » (Gemma)0,010
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,028
Score d'incertitude au seuil0,094

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0020,010
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,000
Bibliométrie0,0020,003
Études des sciences et des technologies0,0020,001
Communication savante0,0030,003
Science ouverte0,0010,003
Intégrité de la recherche0,0030,004
Charge utile insuffisante (le modèle a refusé de juger)0,0280,002

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 Opus0,076
Tête enseignante GPT0,400
Écart entre enseignants0,325 · 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'étudeSans objet
Domainenon disponible
GenreCommentaire

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

En bref

Citations6
Publié2014
Routes d'admission1
Résumé présentoui

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