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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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Transfusion
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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.

1,250 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.
1,250 works in the cohort · of 4,299,418page 16 of 25

Labels cover 2 of 1,250 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 1,250 of 1,250 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Paid platelet donors: Points to consider
Roger Y. Dodd, Susan L. Stramer, Rachel Smith, Pampee P. Young
2021· article· en· Transfusion· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Modeling global transfusion medicine education
Cees Th. Smit Sibinga, Vernon Louw, Elena Nedelcu, Arwa Z. Al‐Riyami, Sara Bakhtary, Sue T. Johnson +7 more
2021· review· en· Transfusion· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
aboutno affunlabeled
Blood donor deferrals: biting the hand that feeds us!
Jed B. Gorlin
2008· letter· en· Transfusion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
Another stab at donor hemoglobin screening
Mindy Goldman
2005· letter· en· Transfusion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
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How this was built: Screen · Findings · About