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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 Medicine Reviews
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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.

203 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.
203 works in the cohort · of 4,299,418page 2 of 5

Labels cover 1 of 203 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 203 of 203 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cold-Stored Platelets: Review of Studies in Humans
Johnathan Mack, Jeffrey Miles, Moritz Stolla
2020· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · none
49
citations
affno abstractunlabeled
The National Heart, Lung, and Blood Institute Retrovirus Epidemiology Donor Studies (Retrovirus Epidemiology Donor Study and Retrovirus Epidemiology Donor Study-II): Twenty Years of Research to Advance Blood Product Safety and Availability
Steven Kleinman, Melissa R. King, Michael P. Busch, Edward L. Murphy, Simone A. Glynn
2012· article· en· Transfusion Medicine Reviews· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · metaresearch
48
citations
fundno affno abstractunlabeled
Autoimmune hemolytic anemia (AIHA) following allogeneic hematopoietic stem cell transplantation (HSCT): A retrospective analysis and a proposal of treatment on behalf of the Grupo Español De Trasplante de Medula Osea en Niños (GETMON) and the Grupo Español de Trasplante Hematopoyetico (GETH)
Marta González‐Vicent, Jaime Sanz, José Luís Fuster, Joan Cid, Cristina Díaz de Heredia, Daniel Morillo +11 more
2018· review· es· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
47
citations
fundno affno abstractunlabeled
Autologous Blood Transfusion in Sports: Emerging Biomarkers
Olivier Salamin, Sara De Angelis, Jean‐Daniel Tissot, Martial Saugy, Nicolas Leuenberger
2016· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
44
citations
affno abstractunlabeled
Test-seeking as motivation in volunteer blood donors
Joanne Chiavetta, Madeleine Ennis, C Gulã, Alfred L. Baker, T J Chambers
2000· review· en· Transfusion Medicine Reviews· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
41
citations
afffundno abstractunlabeled
Blood Warming and Hemolysis: A Systematic Review With Meta-Analysis
Thomas G. Poder, Wendyam Gérard Nonkani, Élyonore Tsakeu Leponkouo
2015· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow
41
citations
affno abstractunlabeled
Perception of Blood Transfusion Risk
David Lee
2006· review· en· Transfusion Medicine Reviews· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
fundno affno abstractunlabeled
Donor Deferral Due to Low Hemoglobin—An Updated Systematic Review
Andrew Browne, Sheila Fisher, Katya L Masconi, Graham Smith, Carolyn Dorée, Ryan Chung +8 more
2019· review· en· Transfusion Medicine Reviews· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
31
citations
affno abstractunlabeled
Surveillance of Transfusion-Transmissible Infections
Sheila F. O’Brien, Shimian Zou, Syria Laperche, L. J. Brant, Clive R. Seed, Steven Kleinman
2011· review· en· Transfusion Medicine Reviews· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Anemia-Induced Bleeding in Patients with Platelet Disorders
Swarni Thakar, Nadia Gabarin, Akash Gupta, M Radford, Theodore E. Warkentin, Donald M. Arnold
2021· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
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