ECMO and Advanced Therapies
ECMO and Advanced Therapies Interpretation
Economic and Resource Allocation
Economic and Resource Allocation Interpretation
Global and Epidemiological Data
Global and Epidemiological Data Interpretation
ICU Mortality and Outcomes
ICU Mortality and Outcomes Interpretation
Mechanical Ventilation
Mechanical Ventilation Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
David Sutherland. (2026, February 13). Life Support Statistics. Gitnux. https://gitnux.org/life-support-statistics
David Sutherland. "Life Support Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/life-support-statistics.
David Sutherland. 2026. "Life Support Statistics." Gitnux. https://gitnux.org/life-support-statistics.
Sources & References
- Reference 1CDCcdc.gov
cdc.gov
- Reference 2ATSJOURNALSatsjournals.org
atsjournals.org
- Reference 3JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 4NEJMnejm.org
nejm.org
- Reference 5THELANCETthelancet.com
thelancet.com
- Reference 6IDSOCIETYidsociety.org
idsociety.org
- Reference 7PUBLICATIONSpublications.aap.org
publications.aap.org
- Reference 8JOURNALSjournals.lww.com
journals.lww.com
- Reference 9ERJerj.ersjournals.com
erj.ersjournals.com
- Reference 10ANNALSTHORACICSURGERYannalsthoracicsurgery.org
annalsthoracicsurgery.org
- Reference 11NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 12EUROINTERVENTIONeurointervention.pcronline.com
eurointervention.pcronline.com
- Reference 13AHAJOURNALSahajournals.org
ahajournals.org
- Reference 14BCISCHEMICbcischemic.org
bcischemic.org
- Reference 15FRONTIERSINfrontiersin.org
frontiersin.org
- Reference 16ANNALSOFICSannalsofics.com
annalsofics.com
- Reference 17PEDIATRICSpediatrics.org
pediatrics.org
- Reference 18CCFORUMccforum.biomedcentral.com
ccforum.biomedcentral.com
- Reference 19JHLTONLINEjhltonline.org
jhltonline.org
- Reference 20AASLDPUBSaasldpubs.onlinelibrary.wiley.com
aasldpubs.onlinelibrary.wiley.com
- Reference 21KIDNEY-INTERNATIONALkidney-international.com
kidney-international.com
- Reference 22AUAJOURNALSauajournals.org
auajournals.org
- Reference 23HEALTHMANAGEMENThealthmanagement.org
healthmanagement.org
- Reference 24AJKDajkd.org
ajkd.org
- Reference 25AACNaacn.org
aacn.org
- Reference 26WHOwho.int
who.int
- Reference 27HEALTHAFFAIRShealthaffairs.org
healthaffairs.org
- Reference 28RCJOURNALrcjournal.com
rcjournal.com
- Reference 29SCCMsccm.org
sccm.org
- Reference 30GLOBAL-SEPSIS-ALLIANCEglobal-sepsis-alliance.org
global-sepsis-alliance.org
- Reference 31ARDSNETardsnet.org
ardsnet.org
- Reference 32ELSOelso.org
elso.org
- Reference 33JAPANjapan.hss.de
japan.hss.de







