Diagnosis and Screening
Diagnosis and Screening Interpretation
Incidence and Prevalence
Incidence and Prevalence Interpretation
Mortality and Survival
Mortality and Survival Interpretation
Risk Factors
Risk Factors Interpretation
Treatment and Prevention
Treatment and Prevention 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.
Lukas Bauer. (2026, February 13). Cancer Statistics. Gitnux. https://gitnux.org/cancer-statistics
Lukas Bauer. "Cancer Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/cancer-statistics.
Lukas Bauer. 2026. "Cancer Statistics." Gitnux. https://gitnux.org/cancer-statistics.
Sources & References
- Reference 1GCOgco.iarc.who.int
gco.iarc.who.int
- Reference 2CANCERcancer.org
cancer.org
- Reference 3WHOwho.int
who.int
- Reference 4CANCER-ATLAScancer-atlas.cancerresearchuk.org
cancer-atlas.cancerresearchuk.org
- Reference 5CDCcdc.gov
cdc.gov
- Reference 6CANCERRESEARCHUKcancerresearchuk.org
cancerresearchuk.org
- Reference 7AIHWaihw.gov.au
aihw.gov.au
- Reference 8GCOgco.iarc.fr
gco.iarc.fr
- Reference 9SEERseer.cancer.gov
seer.cancer.gov
- Reference 10ECISecis.jrc.ec.europa.eu
ecis.jrc.ec.europa.eu
- Reference 11IARCiarc.who.int
iarc.who.int
- Reference 12SKINCANCERskincancer.org
skincancer.org
- Reference 13CANCERcancer.gov
cancer.gov
- Reference 14NCInci.nih.gov
nci.nih.gov
- Reference 15PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 16EPAepa.gov
epa.gov
- Reference 17USPREVENTIVESERVICESTASKFORCEuspreventiveservicestaskforce.org
uspreventiveservicestaskforce.org
- Reference 18FDAfda.gov
fda.gov
- Reference 19NEJMnejm.org
nejm.org
- Reference 20JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 21GALLERIgalleri.com
galleri.com
- Reference 22AACRaacr.org
aacr.org
- Reference 23WCRFwcrf.org
wcrf.org
- Reference 24PROGRESSREPORTprogressreport.cancer.gov
progressreport.cancer.gov







