Abstract PO3-23-02: Delays in breast cancer surgery during the COVID-19 pandemic: A population-based analysis
Notice bibliographique
Résumé
Abstract BACKGROUND: At various times during the COVID-19 pandemic, access to operating room resources were restricted in Ontario, Canada. This resulted in triaging of all non-urgent cases, including breast cancer (BC) surgery. Recent single institution studies have identified treatment delays during the immediate pandemic time period. The objective of this study was to assess the impact of the pandemic on wait times for breast cancer surgery at a population level. METHODS: We identified patients with a BC diagnosis between January 1, 2018 and November 30, 2021 in Ontario, Canada. Three cohorts were defined based on the following time periods: pre-pandemic (baseline) (January 2018 to 14 March 2020), immediate pandemic (March 15, 2020 to June 13, 2020), and peri-pandemic (June 14, 2020 to November 30, 2021). Time to event analysis was conducted for time to a patient’s first BC surgery. A subgroup analysis was conducted for patients who underwent neoadjuvant chemotherapy (NAC). RESULTS: The study cohort consisted of 36,639 patients with a new diagnosis of BC. Of them 30,862 patients underwent surgery (84.2%) within 18 months after diagnosis. The probability of BC patients undergoing surgery each month from their date of diagnosis was significantly lower (i.e. longer wait times) for patients diagnosed in the immediate and peri-pandemic period compared to patients diagnosed in the pre-pandemic period (log-rank P < 0.001). At eight weeks from date of diagnosis, the probability of having had surgery was 65.1% (95% CI: 64.5-65.8%) for patients diagnosed in the pre-pandemic period, 56.1% (95% CI: 53.6-58.6%) for immediate pandemic and 59.0% (95% CI: 58.2-59.8%) for peri-pandemic. Time for 80% of patients to have BC surgery was 5.4 months in the pre-pandemic, 5.9 months in the immediate pandemic, and 6.0 months in the peri-pandemic period. Among patients who received NAC (N=6,121; 16.7% of cohort), the probability of undergoing surgery in each month from the date of diagnosis was similar for patients diagnosed in the pre and peri-pandemic periods, but was higher (i.e. shorter wait time) for the cohort of patients diagnosed during the immediate pandemic time period (log-rank P < 0.001). At six months from date of diagnosis, the probability of surgery for patients who received NAC was 50.7% (95% CI: 48.9-52.5%), 61.6% (95% CI: 56.6-66.6%), and 50.9% (95% CI: 49.0-52.8%) for patients diagnosed in the pre-, immediate, and peri-pandemic periods respectively. Time for 80% NAC patients to have a surgery was 7.2 months in the immediate pandemic period, shorter than the 8.2 months in the pre-pandemic and 8.0 months in the peri-pandemic periods. CONCLUSIONS: In this large population-based study of BC patients in Ontario, we identified a delay in time to surgery in the immediate pandemic period that persisted into the peri-pandemic period. However, among patients receiving NAC there was a shorter wait time during the immediate pandemic and wait times for this group have returned to pre-pandemic levels. This is likely due to surgical prioritization of this group, despite pandemic related resource restrictions. Further research is needed to explore the regional variability and how use of neoadjuvant endocrine therapy interacted with surgical treatment timelines. Citation Format: Gary Ko, Amanda Roberts, Qing Li, Ning Liu, Toni Zhong, Eitan Amir, Anne Koch, Andrea Covelli, Vivianne Freitas, Emma Reel, Antoine Eskander, Tulin Cil. Delays in breast cancer surgery during the COVID-19 pandemic: A population-based analysis [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-23-02.
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 | 0,001 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,002 |
| Bibliométrie | 0,001 | 0,003 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,002 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 ».