Association of patient sex with use of palliative care in Ontario, Canada: a population-based study
Notice bibliographique
Résumé
BACKGROUND: It is unclear whether there are sex-based differences in use of palliative care near the end of life. The objective of this study was to measure the association between sex and palliative care use. METHODS: We performed a population-based retrospective cohort study of all patients aged 18 years or older in the last year of life who died in Ontario, Canada, between 2010 and 2018. The primary exposure was patient biologic sex (male or female). The primary outcome was receipt of physician-delivered palliative care; secondary outcomes were approach to in-hospital palliative care and sex concordance of the patient and referring physician. We used multivariable modified Poisson regression to measure the association between patient sex and palliative care receipt, as well as patient-physician sex concordance. RESULTS: There were 706 722 patients (354 657 females [50.2%], median age 80 yr [interquartile range 69-87 yr]) in the study cohort, 377 498 (53.4%) of whom received physician-delivered palliative care. After adjustment for age and selected comorbidities, female sex was associated with a 9% relative increase (adjusted relative risk [RR] 1.09, 95% CI 1.08-1.10) in receipt of physician-delivered palliative care. Female patients were 16% more likely than male patients (adjusted RR 1.14, 95% CI 1.14-1.18) to have had their first hospital admission in their final year of life categorized as having a likely palliative intent. Female patients were 18% more likely than male patients (RR 1.18, 95% CI 1.17-1.19) to have had a female referring physician, and male patients were 20% more likely than female patients (adjusted RR 1.20, CI 1.19-1.21) to have had a male referring physician. INTERPRETATION: After adjustment for age and comorbidities, male patients were slightly less likely than female patients to have received physician-delivered palliative care, and female patients were more likely than male patients to have had their first hospital admission in their final year of life categorized as having a likely palliative care intent. These results may reflect a between-sex difference in overall end-of-life care preferences or sex differences in decision-making influenced by patient-specific factors; further studies exploring how these factors affect end-of-life decision-making are required.
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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 | 0,001 |
| Bibliométrie | 0,001 | 0,003 |
| Études des sciences et des technologies | 0,002 | 0,001 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 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 ».