Adversarial Quantitative Auditing

Audit Empirical Papers
Without Being Fooled

Surface hidden collider stratification bias, immortal time windows, p-hacking, and Table 2 fallacies, or rebuild a meta-analysis from its constituent studies. Powered by Gemini or OpenRouter models, plus TypeSafe Jev.

Quick Test IDs:••

Load Classic Benchmark Papers (1-Click Test)

Please load or upload a manuscript to audit.

Audit Empirical Papers
Without Being Fooled

Meta-analysis re-audit

Protective Effects of Adiposity on 90-Day Mortality in Critically Ill Intensive Care Patients

Metformin Therapy and Dramatic Reduction in Cancer-Specific Mortality Among Newly Diagnosed Type 2 Diabetics

Auditory Temporal Reversal: Musical Rhythms Induce Chronological Age Reversion

Double-Blind, Placebo-Controlled Trial of Angiotensin-Receptor Neprilysin Inhibition in Heart Failure with Preserved Ejection Fraction

Audit Empirical Papers Without Being Fooled

Meta-analysis re-audit

Protective Effects of Adiposity on 90-Day Mortality in Critically Ill Intensive Care Patients

Metformin Therapy and Dramatic Reduction in Cancer-Specific Mortality Among Newly Diagnosed Type 2 Diabetics

Auditory Temporal Reversal: Musical Rhythms Induce Chronological Age Reversion

Double-Blind, Placebo-Controlled Trial of Angiotensin-Receptor Neprilysin Inhibition in Heart Failure with Preserved Ejection Fraction

Audit Empirical Papers
Without Being Fooled