ICU admission mortality predictor · Adults ≥ 18 yr · Variables assessed at or within 1 hour of ICU admission
Patient age
Physiology at ICU admission
Chronic diagnoses
Acute diagnoses at ICU admission
Other factors
Auto-calculated term
Predicted hospital mortality probability
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Logit (log-odds)
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Constant
−5.36283
Age term
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Interaction sum (7)
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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.