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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.
Lars Eriksen. (2026, February 13). Christian Mental Health Statistics. Gitnux. https://gitnux.org/christian-mental-health-statistics
Lars Eriksen. "Christian Mental Health Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/christian-mental-health-statistics.
Lars Eriksen. 2026. "Christian Mental Health Statistics." Gitnux. https://gitnux.org/christian-mental-health-statistics.
Sources & References
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- Reference 2RESEARCHresearch.lifeway.com
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- Reference 3PEWRESEARCHpewresearch.org
pewresearch.org
- Reference 4CDCcdc.gov
cdc.gov
- Reference 5LINKlink.springer.com
link.springer.com
- Reference 6FOCUSONTHEFAMILYfocusonthefamily.com
focusonthefamily.com
- Reference 7PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 8NEWSnews.gallup.com
news.gallup.com
- Reference 9CHRISTIANITYTODAYchristianitytoday.com
christianitytoday.com
- Reference 10JOURNALSjournals.sagepub.com
journals.sagepub.com
- Reference 11AMERICANBIBLEamericanbible.org
americanbible.org
- Reference 12TANDFONLINEtandfonline.com
tandfonline.com
- Reference 13PSYCNETpsycnet.apa.org
psycnet.apa.org







