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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.

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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Hemodynamic Monitoring and Therapy
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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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venuejournal
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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.

1,223 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.
1,223 works in the cohort · of 4,299,418page 14 of 25

Labels cover 4 of 1,223 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 1,223 of 1,223 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Oxygen extraction ratio (oer) and blood transfusion in cardiac surgery
Rachel O’Farrell, Mohammed Ghannam, McCluskey McCluskey, Scott Beattie, Keyvan Karkouti
2006· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueno affno abstractunlabeled
10.1016/s0246-0289(19)30186-0
2000· article· en· Time to knit· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Perioperative fluid therapy: more questions than definitive answers
Laís Helena Navarro e Lima, Fábio de Vasconcelos Papa, Célio Gomes de Amorim, Gabriel Magalhães Nunes Guimarães, Rodrigo Leal Alves
2022· editorial· en· Brazilian Journal of Anesthesiology (English Edition)· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Editorial: Predicting shunt failure in children
Abhaya V. Kulkarni
2015· editorial· en· Journal of Neurosurgery Pediatrics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affaboutunlabeled
Is Goal-Directed Fluid Therapy so FAB?*
Bijan Teja, C. David Mazer
2021· letter· en· Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affno abstractunlabeled
News and Issues
Rosie Wilkinson
2000· article· en· Intensive and Critical Care Nursing· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Respiratory Variations in Arterial Pressure
François Jardin
2004· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
Methods for Evaluating Medical Tests and Biomarkers
Gowri Gopalakrishna, Miranda Langendam, Rob Scholten, Anna H Noel-Storr, James Thomas, Iain Marshall +293 more
2017· article· en· Diagnostic and Prognostic Research· Medicine
distilled prediction:candidate · metaresearchconsensus · none
2
citations

How this was built: Screen · Findings · About