Breast Cancer in the Elderly: An Observational Study Investigating Compliance of Screening Mammography in an Underserved Community
Notice bibliographique
Résumé
BACKGROUND: The incidence of breast cancer increases with age. Individuals living in higher socioeconomic communities also have higher incidence secondary to early detection of breast cancer from increased accessibility to mammograms. This retrospective study studied the percentage of new breast cancer cases in the elderly between 2010 and 2019, and investigated the compliance of screening mammography in some of the medically underserved suburbs of southern Chicago. METHODS: The parameters used to power this study include "age greater than 70" and "2010 to present" at the time the study was first initiated. The final data set contained 381 electronic health records (EMRs) that met the parameters of interest. We specifically looked at method of diagnosis, stage at diagnosis, date of last normal screening mammogram, hormone status, histology, race, and smoking history. RESULTS: Thirty percent of the breast cancer patients diagnosed at our institution were over 70 years of age between 2010 and 2019. Of the 381 patients included in the overall sample, 45% were diagnosed with breast cancer by screening mammogram, and 52% of individuals in the 70 - 75 age group were diagnosed with breast cancer by screening mammography. Only 40% of individuals in the 75+ age group were diagnosed with breast cancer by screening mammogram (P = 0.0234). Furthermore, in the overall sample, 63% had a normal screening mammogram at some time prior to their breast cancer diagnosis. In the 70 - 75 age group, 76% had a normal screening mammogram at some time prior to their breast cancer diagnosis. In the 75+ age group, only 54% had a normal screening mammogram at some time prior to their breast cancer diagnosis (P < 0.0001). Individuals in both age groups were more likely to have early-stage breast cancers and luminal A hormone expression. CONCLUSIONS: Decreased compliance to screening mammography is observed in the elderly living in underserved communities. Since the elderly are underrepresented in research, organizations do not have sufficient information to recommend screening mammography in the elderly. With increasing life expectancy, observational studies have demonstrated a mortality benefit with screening mammography by early detection of breast cancer, favorable breast cancer characteristics and potentially higher cure rates. Socioeconomic factors also affect screening compliance and likely influenced the results of our study. Future studies should investigate how individual factors influence screening mammography compliance in the elderly in underserved communities.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,006 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,001 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».