ct_phase_transition_rates
shallowio.github.pipeworx-io/clinicaltrials · Verify this server
Measure how often drugs for a disease actually advance from one clinical phase to the next — the registry-derived analog of a probability-of-technical-success (PTRS) benchmark. Groups industry-sponsored interventional trials for the condition by normalized intervention (drug) name, then reports observed Phase 1→Phase 2 and Phase 2→Phase 3 transition rates as numerator/denominator with an explicit censoring rule, alongside the published BIO/Informa/QLS 2011-2020 benchmark for the matching therapeutic area. Answers "what fraction of Phase 2 assets in NSCLC reach Phase 3", "how does attrition in Alzheimer compare to lung cancer", "what is the probability of success for this indication". Returns the top interventions with their per-phase trial path so the rate is auditable. Counts trial EXISTENCE in the registry, not efficacy readouts or approvals, so it is an upper bound on technical success.
1 trials · measured 39 days ago
ct_phase_transition_rates scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/clinicaltrials, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Category
- Health
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/2583f0f0-5e3a-45cf-8665-3e884f669505)