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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Vagus Nerve Stimulation Research
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

425 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
425 works in the cohort · of 4,299,418page 6 of 9

Labels cover 0 of 425 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 425 of 425 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Transcutaneous auricular vagus nerve stimulation to acutely reduce emotional vulnerability and improve emotional regulation in borderline personality disorder (tVNS-BPD): study protocol for a randomized, single-blind, sham-controlled trial
Giuseppe Guerriero, Sophie Liljedahl, Hanne Krage Carlsen, Marta López Muñoz, Alexander R. Daros, Anthony C. Ruocco +1 more
2024· article· en· Trials· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Using neural biomarkers to personalize dosing of vagus nerve stimulation
Antonin Berthon, Lorenz Wernisch, Myrta Stoukidi, Michael Thornton, Olivier Tessier-Lariviere, Pascal Fortier-Poisson +17 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Could Vagus nerve stimulation influence bone remodeling?
Ahmad Tamimi, Faleh Tamimi, Malik E. Juweid, Abdelkarim A. Al-Qudah, Amira Al Masri, Said Dahbour +3 more
2022· article· en· Qatar University QSpace (Qatar University)· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Vagus nerve stimulation for long COVID
Claire-Marie Rangon
2024· book-chapter· en· Elsevier eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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