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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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Blood transfusion and management
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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
fundfunder
venuejournal
aboutaboutness

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

2,064 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.
2,064 works in the cohort · of 4,299,418page 4 of 42

Labels cover 10 of 2,064 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 2,064 of 2,064 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Transfusion-related acute lung injury
Kathryn E. Webert, Morris A. Blajchman
2003· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
113
citations
affunlabeled
Anemia and Cerebral Outcomes: Many Questions, Fewer Answers
Gregory M. T. Hare, Albert K.Y. Tsui, Anya T. McLaren, Tenille E. Ragoonanan, Julie Yu, C. David Mazer
2008· review· en· Anesthesia & Analgesia· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
106
citations
affno abstractunlabeled
Tranexamic acid for major spinal surgery
David Neilipovitz
2004· review· en· European Spine Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
98
citations
affaboutno abstractunlabeled
Transfusion rates vary significantly amongst Canadian medical centres
Brian Hutton, Dean Fergusson, Alan Tinmouth, Lauralyn McIntyre, Andrew Kmetic, Paul C. Hébert
2005· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
91
citations
afffundno abstractunlabeled
Reconstituted fresh whole blood improves clinical outcomes compared with stored component blood therapy for neonates undergoing cardiopulmonary bypass for cardiac surgery: A randomized controlled trial
Colleen Gruenwald, Brian W. McCrindle, Lynn Crawford‐Lean, Helen Holtby, Christopher S. Parshuram, Patricia Massicotte +1 more
2008· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
91
citations

How this was built: Screen · Findings · About