Statistical Review: AI Governance Concept Paper

I am revising a concept paper on AI Epidemiology for resubmission to AI and Society journal, with a submission deadline of 1 June. I need a focused statistical review with relevant edits of three sections (chapters 4-6/pp12-18 inclusive, approximately 2500 words) with 12 specific questions covering inter-rater agreement thresholds, non-inferiority margins, AUC assumptions, sample size calculations, random effects models, bias diagnostics, and overfitting safeguards. I need the review completed by 31 May.