Clinical Presentation
Clinical Presentation Interpretation
Diagnosis
Diagnosis Interpretation
Epidemiology
Epidemiology Interpretation
Etiology
Etiology Interpretation
Management and Outcomes
Management and Outcomes 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.
Emilia Santos. (2026, February 13). Aphasia Statistics. Gitnux. https://gitnux.org/aphasia-statistics
Emilia Santos. "Aphasia Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/aphasia-statistics.
Emilia Santos. 2026. "Aphasia Statistics." Gitnux. https://gitnux.org/aphasia-statistics.
Sources & References
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nidcd.nih.gov
- Reference 2WHOwho.int
who.int
- Reference 3ASHAasha.org
asha.org
- Reference 4PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 5CDCcdc.gov
cdc.gov
- Reference 6NINDSninds.nih.gov
ninds.nih.gov
- Reference 7STROKEstroke.org.uk
stroke.org.uk
- Reference 8THELANCETthelancet.com
thelancet.com
- Reference 9POLYTRAUMApolytrauma.va.gov
polytrauma.va.gov
- Reference 10STROKEFOUNDATIONstrokefoundation.org.au
strokefoundation.org.au
- Reference 11HEARTheart.org
heart.org
- Reference 12ALZalz.org
alz.org
- Reference 13HEARTANDSTROKEheartandstroke.ca
heartandstroke.ca
- Reference 14NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 15NEUROLOGYneurology.org
neurology.org
- Reference 16MIGRAINETRUSTmigrainetrust.org
migrainetrust.org
- Reference 17CMScms.gov
cms.gov
- Reference 18EPILEPSYepilepsy.com
epilepsy.com
- Reference 19RADIOPAEDIAradiopaedia.org
radiopaedia.org
- Reference 20ALSals.org
als.org
- Reference 21NIDAnida.nih.gov
nida.nih.gov
- Reference 22STROKEstroke.org
stroke.org
- Reference 23CONSTANTTHERAPYHEALTHconstanttherapyhealth.com
constanttherapyhealth.com
- Reference 24APHASIAaphasia.org
aphasia.org







