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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.
Diana Reeves. (2026, February 13). Lgbt Veteran Statistics. Gitnux. https://gitnux.org/lgbt-veteran-statistics
Diana Reeves. "Lgbt Veteran Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/lgbt-veteran-statistics.
Diana Reeves. 2026. "Lgbt Veteran Statistics." Gitnux. https://gitnux.org/lgbt-veteran-statistics.
Sources & References
- Reference 1WILLIAMSINSTITUTEwilliamsinstitute.law.ucla.edu
williamsinstitute.law.ucla.edu
- Reference 2VAva.gov
va.gov
- Reference 3PALMCENTERpalmcenter.org
palmcenter.org
- Reference 4RANDrand.org
rand.org
- Reference 5PUBLICHEALTHpublichealth.va.gov
publichealth.va.gov
- Reference 6PTSDptsd.va.gov
ptsd.va.gov
- Reference 7HUDEXCHANGEhudexchange.info
hudexchange.info
- Reference 8NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 9URBANurban.org
urban.org
- Reference 10SBAsba.gov
sba.gov
- Reference 11KFFkff.org
kff.org
- Reference 12EEOCeeoc.gov
eeoc.gov







