screening_log

shallow

io.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: screening_log
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screening_log — Vouch