Complications
Complications Interpretation
Complications, source url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123941/
Complications, source url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7123941/ Interpretation
Epidemiology and Incidence
Epidemiology and Incidence Interpretation
Mortality and Survival
Mortality and Survival Interpretation
Recovery and Rehabilitation
Recovery and Rehabilitation Interpretation
Surgical Outcomes
Surgical Outcomes Interpretation
Technological Advances and Techniques
Technological Advances and Techniques 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.
Lars Eriksen. (2026, February 13). Open Heart Surgery Statistics. Gitnux. https://gitnux.org/open-heart-surgery-statistics
Lars Eriksen. "Open Heart Surgery Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/open-heart-surgery-statistics.
Lars Eriksen. 2026. "Open Heart Surgery Statistics." Gitnux. https://gitnux.org/open-heart-surgery-statistics.
Sources & References
- Reference 1HEARTheart.org
heart.org
- Reference 2NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 3CDCcdc.gov
cdc.gov
- Reference 4ACADEMICacademic.oup.com
academic.oup.com
- Reference 5AHAJOURNALSahajournals.org
ahajournals.org
- Reference 6JTCVSjtcvs.org
jtcvs.org
- Reference 7DIABETESJOURNALSdiabetesjournals.org
diabetesjournals.org
- Reference 8JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 9MAYOCLINICmayoclinic.org
mayoclinic.org
- Reference 10NEJMnejm.org
nejm.org
- Reference 11JACCjacc.org
jacc.org
- Reference 12ANNALSTHORACICSURGERYannalsthoracicsurgery.org
annalsthoracicsurgery.org
- Reference 13STSsts.org
sts.org
- Reference 14MYmy.clevelandclinic.org
my.clevelandclinic.org
- Reference 15HOPKINSMEDICINEhopkinsmedicine.org
hopkinsmedicine.org
- Reference 16NHSnhs.uk
nhs.uk







