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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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Organ Donation and Transplantation
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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.

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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.

1,856 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.
1,856 works in the cohort · of 4,299,418page 3 of 38

Labels cover 4 of 1,856 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 1,856 of 1,856 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Donor outcomes in anonymous live liver donation
Nicolás Goldaracena, Judy Jung, Aloysious Aravinthan, Susan Abbey, Sandra Krause, Cheryl Pritlove +12 more
2019· article· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
60
citations
afffundaboutunlabeled
The Canadian Kidney Paired Donation Program
Edward Cole, Peter Nickerson, Patricia Campbell, Kathy Yetzer, Nick Lahaie, Jeffery Zaltzman +1 more
2014· article· en· Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
59
citations
aboutno affunlabeled
The Terrible Toll of the Kidney Shortage
Frank McCormick, Philip J. Held, Glenn M. Chertow
2018· letter· en· Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
59
citations
affaboutunlabeled
Kidney Paired Donation Protocol for Participating Donors 2014
Robert Richardson, Maureen T. Connelly, Christine Dipchand, Amit X. Garg, Anand Ghanekar, Isabelle Houde +11 more
2015· article· en· Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
The Beguiling Pursuit of More Information
Donald A. Redelmeier, Eldar Shafir, Prince S. Aujla
2001· article· en· Medical Decision Making· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
afffundaboutunlabeled
Identifying Outcomes that Are Important to Living Kidney Donors
Camilla S. Hanson, Jeremy R. Chapman, John S. Gill, John Kanellis, Germaine Wong, Jonathan C. Craig +7 more
2018· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
affunlabeled
Are doctors altruistic?
Walter Glannon
2002· article· en· Journal of Medical Ethics· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
56
citations
affunlabeled
Should all living donors be treated equally?
Lainie Friedman Ross, Walter Glannon, Michelle A. Josephson, J. Richard Thistlethwaite
2002· article· en· Transplantation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
afffundaboutno abstractunlabeled
Variability in hospital-based brain death guidelines in Canada
Karen Hornby, Sam D. Shemie, Jeanne Teitelbaum, Christopher J. Doig
2006· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
aboutno affunlabeled
Shipping living donor kidneys and transplant recipient outcomes
Eric Treat, Eric K.H. Chow, John Devin Peipert, Amy D. Waterman, Lorna Kwan, Allan B. Massie +8 more
2017· article· en· American Journal of Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
53
citations
afffundno abstractunlabeled
Insurability of Living Organ Donors: A Systematic Review
Robert Yang, Heather Thiessen‐Philbrook, Scott Klarenbach, Sorina Vlaicu, Amit X. Garg
2007· review· en· American Journal of Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
51
citations
affno abstractunlabeled
Ethical issues in dialysis therapy
Vivekanand Jha, Dominique Martin, Joanne M. Bargman, Simon Davies, John Feehally, Fred Finkelstein +4 more
2017· article· en· The Lancet· Medicine
distilled prediction:candidate · noneconsensus · none
51
citations
afffundaboutunlabeled
Gout After Living Kidney Donation: A Matched Cohort Study
Ngan N. Lam, Eric McArthur, Soojin Kim, G. V. Ramesh Prasad, Krista L. Lentine, Peter P. Reese +19 more
2015· article· en· American Journal of Kidney Diseases· Medicine
distilled prediction:candidate · noneconsensus · none
50
citations
afffundaboutunlabeled
Attitudes Toward Strategies to Increase Organ Donation
Lianne Barnieh, Scott Klarenbach, John S. Gill, Tim Caulfield, Braden Manns
2012· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Willingness to Be a Brain Donor
Linda Boise, Ladson Hinton, Howard J. Rosen, Mary C. Ruhl, Hiroko H. Dodge, Nora Mattek +11 more
2016· article· en· Alzheimer Disease & Associated Disorders· Medicine
distilled prediction:candidate · noneconsensus · none
47
citations

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