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Affected Procedures
Affected Procedures Interpretation
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Causes and Errors
Causes and Errors Interpretation
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Consequences and Harms
Consequences and Harms Interpretation
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Prevalence and Incidence
Prevalence and Incidence Interpretation
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Prevention and Regulations
Prevention and Regulations 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.
Nathan Caldwell. (2026, February 13). Wrong Site Surgery Statistics. Gitnux. https://gitnux.org/wrong-site-surgery-statistics
Nathan Caldwell. "Wrong Site Surgery Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/wrong-site-surgery-statistics.
Nathan Caldwell. 2026. "Wrong Site Surgery Statistics." Gitnux. https://gitnux.org/wrong-site-surgery-statistics.
Sources & References
- Reference 1ACADEMICacademic.oup.com
academic.oup.com
- Reference 2JOINTCOMMISSIONjointcommission.org
jointcommission.org
- Reference 3JOURNALSjournals.lww.com
journals.lww.com
- Reference 4BMJOPENbmjopen.bmj.com
bmjopen.bmj.com
- Reference 5NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 6QUALITYSAFETYqualitysafety.bmj.com
qualitysafety.bmj.com
- Reference 7PUBLICATIONSpublications.aap.org
publications.aap.org
- Reference 8LINKlink.springer.com
link.springer.com
- Reference 9CMScms.gov
cms.gov
- Reference 10KNEE-SURGERYknee-surgery.oxfordjournals.org
knee-surgery.oxfordjournals.org
- Reference 11THEJNSthejns.org
thejns.org
- Reference 12AAAHCaaahc.org
aaahc.org
- Reference 13WHOwho.int
who.int
- Reference 14IJOONLINEijoonline.com
ijoonline.com
- Reference 15SCIELOscielo.br
scielo.br
- Reference 16JSQHCjsqhc.or.jp
jsqhc.or.jp
- Reference 17SCIENCEDIRECTsciencedirect.com
sciencedirect.com
- Reference 18EUROTIMESeurotimes.org
eurotimes.org
- Reference 19JHSHANDjhshand.com
jhshand.com
- Reference 20PSNETpsnet.ahrq.gov
psnet.ahrq.gov
- Reference 21JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 22JTRAUMAINJURYjtraumainjury.org
jtraumainjury.org
- Reference 23AOAaoa.org
aoa.org
- Reference 24JHANDSURGjhandsurg.org
jhandsurg.org
- Reference 25NEUROSURGERY-ONLINEneurosurgery-online.com
neurosurgery-online.com
- Reference 26ARTHROPLASTYJOURNALarthroplastyjournal.org
arthroplastyjournal.org
- Reference 27JVSVASCULARjvsvascular.org
jvsvascular.org
- Reference 28JOURNALSjournals.sagepub.com
journals.sagepub.com
- Reference 29JSHOULDERELBOWjshoulderelbow.org
jshoulderelbow.org
- Reference 30ADAada.org
ada.org
- Reference 31ANNALSTHORACICSURGERYannalsthoracicsurgery.org
annalsthoracicsurgery.org
- Reference 32SAGESsages.org
sages.org
- Reference 33SURGERYJOURNALsurgeryjournal.com
surgeryjournal.com
- Reference 34ACOGacog.org
acog.org
- Reference 35AUAJOURNALSauajournals.org
auajournals.org
- Reference 36JCOjco.org
jco.org
- Reference 37ARTHROSCOPYJOURNALarthroscopyjournal.org
arthroscopyjournal.org
- Reference 38EUROPEANUROLOGYeuropeanurology.com
europeanurology.com
- Reference 39WORLDJGSworldjgs.com
worldjgs.com
- Reference 40PUBLICATIONSpublications.aaos.org
publications.aaos.org
- Reference 41AHRQahrq.gov
ahrq.gov
- Reference 42JBJSjbjs.org
jbjs.org
- Reference 43SOARDsoard.org
soard.org
- Reference 44AJRONLINEajronline.org
ajronline.org
- Reference 45BMJbmj.com
bmj.com
- Reference 46PUBSpubs.asahq.org
pubs.asahq.org
- Reference 47NEJMnejm.org
nejm.org
- Reference 48PAINMEDICINEpainmedicine.oxfordjournals.org
painmedicine.oxfordjournals.org
- Reference 49SPINE-HEALTHspine-health.com
spine-health.com
- Reference 50PSYCHIATRISTpsychiatrist.com
psychiatrist.com
- Reference 51REVIEWOFOPTOMETRYreviewofoptometry.com
reviewofoptometry.com
- Reference 52AORNaorn.org
aorn.org
- Reference 53ASRAasra.com
asra.com
- Reference 54NATUREnature.com
nature.com







