This build organizes a 132-indication watchlist into a searchable product shell that prioritizes basic science, preclinical animal-model work, and phase 1 / phase 2 studies. It is designed to use source-approved APIs and metadata feeds first, while treating higher-risk properties like Google Scholar as link-out surfaces rather than scrape targets.
Every manuscript card is badged as basic science, preclinical, early clinical, or combo, then graded using citations, journal signal, and first / second / last author h-indices.
Metadata-first indexing, original in-house digests, no PDF mirroring, no figure reuse, no automated Scholar scraping, and OA-only full-text mining where license terms allow.
A polished static prototype, the full 132-indication seed, demo headline cards, query bundles, an admin dashboard placeholder, and a compliance architecture you can hand to engineering.
Named territories in seed data: 7. Source brief references 8 territories.
Browse the seed list by disease. Click any indication to load its feed and query bundle.
Signal tracking for vascular, rhythm, heart failure, and cardiometabolic mechanisms with a bias toward foundational biology and early translational work.
A disease-first monitor for hormone biology, metabolic signaling, and early intervention studies.
Digestive, hepatobiliary, intestinal, and infection-adjacent indications with mechanistic and translational emphasis.
Coagulation, thrombosis, and platelet disorders with special attention to rare disease biology and first-in-human signals.
Immune-mediated disease surveillance spanning inflammatory pathways, barrier tissues, and autoimmune clinical proof-of-concept.
Neurodegeneration, psychiatry-adjacent CNS disease, sleep, seizure, and neuromuscular science with biomarker and early-phase focus.
Tumor-type-specific intake for mechanism, model, translational biomarker, and phase 1 / phase 2 oncology readouts.
Compliance
This design is optimized to reduce infringement and terms-of-service risk while still creating a useful disease-centric literature intelligence product.
Use API / RSS / allowed bulk services for PubMed, Europe PMC, bioRxiv, medRxiv, Crossref, and OpenAlex.
Keep IDs, titles, author metadata, dates, badges, citations, journal metrics, and our own digested headlines.
Send users back to the source record or publisher page instead of hosting the article PDF or publisher layout.