AI Reporting Checklist (Required for AIDSAE Submissions)

Before submission, confirm your manuscript includes:

Dataset & Ethics

·         ☐ Dataset source, time period, selection rules

·         ☐ Permissions/ethics/privacy statement (if human/sensitive data)

Methods

·         ☐ Preprocessing + feature pipeline described

·         ☐ Train/validation/test split or CV design clearly stated

·         ☐ Baseline comparator(s) included

Evaluation

·         ☐ Metrics clearly defined and appropriate

·         ☐ Leakage/overfitting controls stated

·         ☐ Error analysis / failure modes included

Reproducibility

·         ☐ Data availability statement

·         ☐ Code/model availability OR detailed reproducibility statement

Submissions missing these items may be returned prior to peer review.