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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.
Rachel Svensson. (2026, February 13). Medical School Application Statistics. Gitnux. https://gitnux.org/medical-school-application-statistics
Rachel Svensson. "Medical School Application Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/medical-school-application-statistics.
Rachel Svensson. 2026. "Medical School Application Statistics." Gitnux. https://gitnux.org/medical-school-application-statistics.
Sources & References
- Reference 1AAMCaamc.org
aamc.org
- Reference 2AACOMaacom.org
aacom.org
- Reference 3USNEWSusnews.com
usnews.com
- Reference 4MEDEDITSmededits.com
mededits.com
- Reference 5TMDSAStmdsas.com
tmdsas.com
- Reference 6STUDENTS-RESIDENTSstudents-residents.aamc.org
students-residents.aamc.org
- Reference 7MEDSCHOOLINSIDERSmedschoolinsiders.com
medschoolinsiders.com
- Reference 8BEMOACADEMICCONSULTINGbemoacademicconsulting.com
bemoacademicconsulting.com
- Reference 9MEDmed.nyu.edu
med.nyu.edu
- Reference 10HOPKINSMEDICINEhopkinsmedicine.org
hopkinsmedicine.org
- Reference 11ADMISSIONSadmissions.ucsf.edu
admissions.ucsf.edu
- Reference 12SHEMMASSIANCONSULTINGshemmassianconsulting.com
shemmassianconsulting.com
- Reference 13MEDmed.stanford.edu
med.stanford.edu
- Reference 14COLLEGEcollege.mayo.edu
college.mayo.edu
- Reference 15NRMPnrmp.org
nrmp.org







