October 2025 monthly summary for cmu-delphi/delphi-epidata: Focused on strengthening Publications documentation with targeted enhancements and cross-linking, including new CTIS publication entry and updated CTIS citation, plus a machine learning-based citation predicting future variant impacts to support survey data cross-referencing. The work improves documentation accuracy, traceability, and research reproducibility, enabling faster discovery and auditability for public health researchers. Business value includes improved discoverability, faster onboarding for researchers, and better governance of citations across the Delphi Epidata platform.

September 2025 focused on strengthening CTIS documentation by integrating a Lancet Digital Health study publication (non-household contact patterns in the USA). Delivered a new documentation entry including authors, year, title, and link. All changes tracked in a single commit: 33ffacba1f0e4c024cb29456c7165c8989a2bc65 ("Add new publication to CTIS documentation"). No major bugs fixed this month; routine maintenance and documentation hygiene were performed to improve data discoverability and user trust. This work enhances business value by improving referenceability for research publications and supporting faster onboarding and validation of CTIS entries.

March 2025: Delivered CTIS data access documentation consolidation for delphi-epidata. Archived CTIS data with ICPSR and redirected users to the centralized ICPSR data access repository; deprecated legacy access methods, removed redundant docs, and fixed a broken multiline hyperlink to ensure reliable navigability.

January 2025: Delivered Publications List Update with COVID-19 Citations in delphi-epidata. Added two new publications and refined details for existing entries, including new COVID-19 citations and updated formatting/journal information based on the latest survey data. This improves data accuracy, discoverability, and relevance for epidemiological research and downstream analytics.