Data sources
Reference set
- ClinicalTrials.gov API v2
- Treelip monthly snapshot archive
- Optional patent activity appendix via local fallback sample
Methodology
How the risk-signal monitor works
Clinical Program Risk Radar is a public-data surveillance and benchmarking tool. It does not predict clinical failure, accuse sponsors, determine regulatory noncompliance, provide investment advice, or interpret patents legally. Findings should be reviewed by qualified clinical, operational, legal, and business experts before use.
Disclaimer
Conservative use only
Clinical Program Risk Radar is a public-data surveillance and benchmarking tool. It does not predict clinical failure, accuse sponsors, determine regulatory noncompliance, provide investment advice, or interpret patents legally. Findings should be reviewed by qualified clinical, operational, legal, and business experts before use.
Framework area
Data sources
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Trial cohort definition
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Asset and sponsor normalization
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Registry stop signals
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Timeline staleness signals
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Results-availability signals
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Recruitment burden signals
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Program-level aggregation
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Snapshot archive
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Patent activity appendix
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Manual review process
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.
Framework area
Limitations
This section documents deterministic public-signal extraction and snapshot logic rather than predictive modeling.