Development and Internal Validation of the Palliative Metabolic Risk Score (PMRS) for Predicting Critical Outcome in Palliative Inpatients
Muhammet Fatih Şahin, Ali Erol · 2026
Read Development and Internal Validation of the Palliative Metabolic Risk Score (PMRS) for Predicting Critical Outcome in Palliative Inpatients by Muhammet Fatih Şahin, Ali Erol (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13116770.txt.
Description
Muhammet Fatih Şahin and Ali Erol build a risk score for very sick outcomes in palliative care wards. Many such patients face sudden drops driven by short-term body stress more than by long-held ills. The pair ask in 2026 whether fresh lab signs beat a diabetes label alone at flagging risk. Their study looks back at two hundred ward patients in a Turkish state hospital over one year.
Four signs anchor the new score: blood sugar, a swelling marker in the blood, a blood protein tied to food intake, and need for added oxygen. Records give age, health, and lab facts for each patient. Math checks then test which signs flag a bad turn or a move to intensive care on their own. The score aims to give ward teams an early, plain warning tool.
Catalog record
| CREATOR | Muhammet Fatih Şahin, Ali Erol |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 34 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |