screening_log
shallowio.github.thaohienhomes/pho-research-tools · Verify this server
Turn the screening decisions of a systematic review into its PRISMA 2020 counts, flow diagram and screening log. Give one row per record: its title/abstract decision (include or exclude), its full-text decision for records that passed (include, exclude or not_retrieved), and the reason for each exclusion. Every box from "records screened" down is counted from the rows, so the diagram always matches the decisions; full-text exclusions are grouped by reason. Returns the diagram (PNG, SVG, links), the counts, a CSV of every decision for the review appendix, and the problems a reviewer would catch: full-text exclusions without a reason, records still waiting for a full-text decision, and duplicate ids. Add the identification counts (records from databases, duplicates removed) to complete the top of the diagram. At most 5000 records per call.
1 trials · measured today
screening_log scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.thaohienhomes/pho-research-tools, measured 20 Oct 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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.
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