Integration of palliative care approach into community mental health service may further reduce emergency admissions
Bibliographic record
Abstract
We read the article by Ma CF et al. with great interest.1Ma C.F. Luo H. Leung S.F. et al.Impact of community mental health services on the adult psychiatric admission through the emergency unit: a 20-year population-based study.Lancet Reg Health West Pac. 2023; 100814https://doi.org/10.1016/j.lanwpc.2023.100814Summary Full Text Full Text PDF Scopus (0) Google Scholar In this study, patients with severe psychiatric disorders (SPD) benefited less from community mental services in Hong Kong in terms of emergency admission reduction. We believe that palliative care could provide better support for SPD patients in their later stages of life, potentially resulting in fewer unnecessary admissions. Palliative care is "an approach that improves the quality of life (QOL) of patients and their families facing the problem associated with a life-threatening illness." Patients with SPD should have access to palliative care because they have more comorbidities and a shorter lifespan than the general population.2Edwards D. Anstey S. Coffey M. et al.End of life care for people with severe mental illness: mixed methods systematic review and thematic synthesis (the MENLOC study).Palliat Med. 2021; 35: 1747-1760Crossref PubMed Scopus (3) Google Scholar They are more likely to utilize healthcare resources like emergency room visits or hospitalizations. According to a cohort study in Canada, the mean total 3-year costs on emergency department visits of patients with chronic illnesses and mental health disorders (CA$1820) were much higher than those without mental health disorders (CA$850).3Sporinova B. Manns B. Tonelli M. et al.Association of mental health disorders with health care utilization and costs among adults with chronic disease.JAMA Netw Open. 2019; 2e199910Crossref PubMed Scopus (61) Google Scholar However, for people with SPD, the challenges of palliative care integration are evident on multiple levels.2Edwards D. Anstey S. Coffey M. et al.End of life care for people with severe mental illness: mixed methods systematic review and thematic synthesis (the MENLOC study).Palliat Med. 2021; 35: 1747-1760Crossref PubMed Scopus (3) Google Scholar In fact, a coordinated approach to care for SPD patients who are terminally ill and have a history of repeated acute admissions is lacking.2Edwards D. Anstey S. Coffey M. et al.End of life care for people with severe mental illness: mixed methods systematic review and thematic synthesis (the MENLOC study).Palliat Med. 2021; 35: 1747-1760Crossref PubMed Scopus (3) Google Scholar Some of the palliative care special features that help reduce unnecessary emergency admissions include early assessment, holistic and coordinated care. The palliative care home care nurse is usually a case manager available to patients and their families during and even after office hours. The palliative care team helps prevent unforeseen hospitalizations by predicting clinical problems and making the necessary arrangements, such as elective admission to the palliative care unit or outpatient clinic for symptom management. The palliative care team could effectively manage, continuously monitor, and rapidly handle the patient's condition. In addition, they provide direct care or advocate for greater care when it is required to assist the patient or avoid caregiver burnout. Previous literature showed that insufficient symptom control and inability to cope were the leading causes of emergency department visits and hospitalizations in end-of-life, among other factors.2Edwards D. Anstey S. Coffey M. et al.End of life care for people with severe mental illness: mixed methods systematic review and thematic synthesis (the MENLOC study).Palliat Med. 2021; 35: 1747-1760Crossref PubMed Scopus (3) Google Scholar One study revealed that when palliative care service was introduced in a patient's disease trajectory, there was improved satisfaction and less frequent hospitalizations.4Saunders S. Killackey T. Kurahashi A. et al.Palliative care transitions from acute care to community-based care-a systemic review.J Pain Symptom Manage. 2019; 58: 721-734Summary Full Text Full Text PDF PubMed Scopus (0) Google Scholar According to certain studies, palliative care may be associated with better mental health and other clinical outcomes in individuals with critical illnesses.5Kutney-Lee A. Khazanov G.K. Carpenter J.G. et al.Palliative care and documented suicide: association among veterans with high mortality risk.J Pain Symptom Manage. 2022; 64: e63-e69Summary Full Text Full Text PDF PubMed Scopus (0) Google Scholar Thus, incorporating palliative care in the mental health service for those with SPD is reasonable. The palliative care approach must prioritize the needs of patients with SPD, although it may reduce the healthcare cost related to emergency admissions. A connection based on dignity, optimism, and non-abandonment is the foundation of the approach.2Edwards D. Anstey S. Coffey M. et al.End of life care for people with severe mental illness: mixed methods systematic review and thematic synthesis (the MENLOC study).Palliat Med. 2021; 35: 1747-1760Crossref PubMed Scopus (3) Google Scholar Continuity of care, staff training, and communication among different disciplines are critical for palliative care service integration. Cross-training in palliative care and mental health is highly recommended. Policies and guidelines should be revised to meet its demands. KY Chan and ML Chan contributed to conceptualization, project administration, investigation, writing of the original draft and review & editing. KW Tsang and CY Wong contributed to review & editing. The authors declare no conflict of interest. Funding: No funding was received for the writing of this manuscript. Impact of community mental health services on the adult psychiatric admission through the emergency unit: a 20-year population-based studyICCMW reduced psychiatric emergency admission, but no further reduction following full implementation. Community mental health services should be dynamically tailored for different populations and socioeconomic variations over time. Full-Text PDF Open Access
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".