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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.
David Sutherland. (2026, February 13). Cancer Survivorship Statistics. Gitnux. https://gitnux.org/cancer-survivorship-statistics
David Sutherland. "Cancer Survivorship Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/cancer-survivorship-statistics.
David Sutherland. 2026. "Cancer Survivorship Statistics." Gitnux. https://gitnux.org/cancer-survivorship-statistics.
Sources & References
- Reference 1SEERseer.cancer.gov
seer.cancer.gov
- Reference 2CANCERcancer.org
cancer.org
- Reference 3ASCOPUBSascopubs.org
ascopubs.org
- Reference 4CANCERRESEARCHUKcancerresearchuk.org
cancerresearchuk.org
- Reference 5AIHWaihw.gov.au
aihw.gov.au
- Reference 6CDCcdc.gov
cdc.gov
- Reference 7PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 8CANCERcancer.gov
cancer.gov
- Reference 9JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 10NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 11NEJMnejm.org
nejm.org
- Reference 12BMJbmj.com
bmj.com
- Reference 13ACSJOURNALSacsjournals.onlinelibrary.wiley.com
acsjournals.onlinelibrary.wiley.com







