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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.
Stefan Wendt. (2026, February 13). Clabsi Statistics. Gitnux. https://gitnux.org/clabsi-statistics
Stefan Wendt. "Clabsi Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/clabsi-statistics.
Stefan Wendt. 2026. "Clabsi Statistics." Gitnux. https://gitnux.org/clabsi-statistics.
Sources & References
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cdc.gov
- Reference 2WHOwho.int
who.int
- Reference 3ECDCecdc.europa.eu
ecdc.europa.eu
- Reference 4PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 5ANZICSanzics.com.au
anzics.com.au
- Reference 6DATAdata.cms.gov
data.cms.gov
- Reference 7ICNARCicnarc.org
icnarc.org
- Reference 8CANADAcanada.ca
canada.ca
- Reference 9HSRDhsrd.research.va.gov
hsrd.research.va.gov
- Reference 10REA-REANIMATIONrea-reanimation.com
rea-reanimation.com
- Reference 11GISIOgisio.it
gisio.it
- Reference 12ENVIN-HELICSenvin-helics.org
envin-helics.org
- Reference 13DGPIdgpi.de
dgpi.de
- Reference 14RIVMrivm.nl
rivm.nl
- Reference 15STRAMAstrama.se
strama.se
- Reference 16USRDSusrds.org
usrds.org
- Reference 17NEJMnejm.org
nejm.org







