Pipeline
Live machine-screening flow, signal distributions, and recorded execution provenance. Auto-refreshes every 30 seconds.
Indexed
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bioRxiv + medRxiv
Runs recorded
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All-time
Eligible queue
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approved sources only
Complete runs
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of assessed
Average runtime
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per completed run
These are screening signals, not findings or scientific verification. “Complete run” confirms only that the required inputs and screening stages were recorded. Limited and withheld signals remain visible so pipeline failures are auditable; use the complete-run filter for the strongest execution provenance.
Checking current data-integrity gates…
Start here
Find promising screening candidates
There is no defensible single “best paper” score. This view uses a visible intersection of the three independent signals; it is a reading shortlist, not a claim that the science is correct.
Evidence · A–E
A is strongest. Reported methods and claim support; not scientific correctness.
Trust markers · A–E
A is strongest. Transparency, reproducibility, statistical reporting and citation health.
Novelty · 1–10
Lower is more novel. 1 = landmark-like; 10 = minimal novelty. Machine-generated.
Papers
Recent screening signals
The latest complete three-axis score cards.