Compute APS III scores from first-day ICU data to predict hospital mortality.
npx skills add https://github.com/hannesill/m4 --skill apsiii-score
Please help me install this Agent Skill. Skill: apsiii-score Source: https://github.com/hannesill/m4/tree/main/src/m4/skills/clinical/apsiii-score Command: npx skills add https://github.com/hannesill/m4 --skill apsiii-score
The APS III scoring algorithm provides a standardized, reproducible severity measure for ICU patients on the first day of admission, enabling reliable mortality risk stratification and cohort benchmarking.
Run the APS III scoring on the first ICU day to compute the apsiii score and its mortality probability.
High-intent search queries and answers about installing and using this skill.
To calculate the APS III severity score, you process first-day ICU vital signs, labs, GCS, urine output, and ventilation data. The computation outputs the overall score, ARF modifier, acid-base interaction score, and predicted mortality probability for adult ICU stays.
The APS III score is a standardized severity measure quantifying illness severity for ICU patients on the first day of admission. It predicts hospital mortality probability using physiological variables, urine output, and ventilation status for risk stratification.
Yes, APS III scoring supports ICU mortality risk stratification, benchmarking, and cohort analysis across admissions. It provides a reproducible severity measure to compare severity across ICU stays and adjust for case-mix in clinical research studies.
Yes, the APS III calculation encapsulates scoring logic for acid-base interactions using pH and pCO2 values, and applies ARF status modifiers. These components adjust the final severity score and predicted mortality probability based on acute renal failure status.
You compute APS III scores for adult ICU stays by integrating first-day physiological data from derived tables. The scoring algorithm processes vital signs, laboratory values, and ventilation data to output severity scores and mortality probabilities for MIMIC-IV cohorts.
hannesillCompute OASIS severity scores and mortality probabilities from first-day ICU vitals.
hannesillCompute SAPS-II scores and mortality probability from ICU patient data.
langcareQuery FHIR data to build chronic disease registries and generate structured reports.
hannesillCompute APACHE IV scores from first 24-hour physiology, age, and chronic health data.
