MPM₀-III — Mortality Probability Admission Model

ICU admission mortality predictor  ·  Adults ≥ 18 yr  ·  Variables assessed at or within 1 hour of ICU admission

Patient age

Age (years) — continuous variable Mandatory; all other values assumed normal if not assessed

Physiology at ICU admission

Chronic diagnoses

Acute diagnoses at ICU admission

Other factors

Auto-calculated term

Zero factor new in MPM₀-III = 1 only when ALL 14 risk-factor variables above are absent (only age present). Improves calibration in low-risk patients (observed mortality 1.97% in this subset). 0 β = −0.4243604

Predicted hospital mortality probability

Enter patient data above
0%25%50%75%100%

Logit (log-odds)

Constant

−5.36283

Age term

Interaction sum (7)

Worked example check (Appendix C, Higgins 2007)
60-yr-old female, GI bleed, emergency surgery (medical/unscheduled), full code, SBP ≤ 90.
Expected logit = −2.162 → mortality = 10.3%.

Model source  Higgins TL, Teres D, Copes WS, Nathanson BH, Stark M, Kramer AA. Assessing contemporary intensive care unit outcome: an updated Mortality Probability Admission Model (MPM₀-III). Crit Care Med. 2007;35(3):827–835. doi:10.1097/01.CCM.0000257337.63529.9F  PMID: 17255863

Prospective validation  Higgins TL, Kramer AA, Nathanson BH, Copes W, Stark M, Teres D. Crit Care Med. 2009;37(5):1619–1623. PMID: 19295463

AKI criterion  KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Int Suppl. 2012;2(1):1–138. doi:10.1038/kisup.2012.1

* Asterisk = variable carries an age-interaction term (7 total: coma, SBP, cirrhosis, metastatic, cardiac dysrhythmia, intracranial mass, CPR). All coefficients from Table 3, Higgins 2007; verified against Appendix C worked example (logit −2.162, P = 10.3%). AKI operational definition updated to KDIGO 2012; original derivation used ATN/acute CRF decompensation criteria.

Copyright © 2026 Prof. Jyotirmay Kirtania, MPMMCC & HBCH, Tata Memorial Centre, Varanasi, India. Licensed under the GNU General Public License v3.0.

For clinical audit, educational and research use only. Not a substitute for clinical judgement. Validated in adult ICU patients (Project IMPACT 2001–2004; n = 124,855; observed mortality 13.8%; AUROC 0.823; SMR 1.018). Excludes cardiac surgery, AMI, burns, age < 18.