Search a medicine or ingredient to explore regulatory records and clinical trials. Select a source or record to inspect its evidence.
Try an ingredient:
Find source records, compare the available information, and open the official evidence. Coverage varies by source.
Source records
Select a node on the globe, or use the record controls beside the brief. Clinical trials open as linked study listings.
Connections organise source records returned by your search. They do not establish equivalent products or regulatory reliance. Coverage is partial.
Operational snapshot
See the whole committee pipeline at a glance.
Track committee meeting coverage, proposal extraction, review backlog, and model
readiness from one place before you move into detailed review or forecasting work.
Latest training
No training run yet
Create training runs from the backend or the upcoming training workflow.
Coverage snapshot
Top Specialties
Meetings
Current label distribution
Outcome Mix
Proposals
Recent training runs
Model Log
Recent forecasts
Prediction Log
Ingestion Command Center
Refresh new CDSCO recommendations in one run.
The full pipeline now scrapes live Subject Expert Committee metadata, resolves blocked CDSCO download
wrappers, downloads missing PDFs, extracts text, rebuilds proposal rows, refreshes
the database, and retrains the forecasting model.
One-click pipeline
Full Refresh
Use this when CDSCO publishes new recommendations.
Pipeline status
Latest Ingestion Run
Idle
Data quality
Extraction Completeness
Live CSV
PDF ingestion helper
Resolved Download Batch
Open the resolved URLs in your browser and save the PDFs into
data/raw/pdfs.
Integrated download
Resolve And Download PDFs
CDSCO session credentials are read from the server environment and are never entered in the browser.
Resolve targets first, then download new PDFs directly into the local raw PDF folder.
Download results
Latest PDF Download Attempt
Pipeline assets
Source Files
Committee metadata feed
Recent Meetings
Proposal dataset
Proposal Rows
Each row is one parser-generated candidate agenda item from a committee meeting PDF. It
includes extracted drug, applicant, proposal text, recommendation text, and an
inferred label.
Manual validation
Review Queue
The review queue is the subset of proposal rows that still need human validation,
especially `unknown`, `low`, and `medium` confidence recommendations.
Focused review workspace
Edit Proposal And Finalize Label
No proposal selected
Select a proposal from the review queue to edit the extracted fields and save the
final review outcome.
Launch a model run
Training Control
Training currently uses only non-unknown medium/high confidence rows from the proposal dataset.
Training registry
Recorded Runs
Dataset readiness
What Training Can Actually Use
Run notes
Latest Training Summary
Under development
Forecasting is being validated.
Outcome predictions are not available in this release. You can continue exploring medicines in the Global library.
