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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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Transplantation Reviews
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Retraction
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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.

52 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.
52 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 52 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 52 of 52 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Histocompatibility methods
Kathryn Tinckam
2009· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
affno abstractunlabeled
Ex vivo machine perfusion for renal graft preservation
J. Moritz Kaths, Andreas Paul, Lisa A. Robinson, Markus Selzner
2017· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affno abstractunlabeled
Prehabilitation in patients awaiting liver transplantation
Amine Benmassaoud, Myriam Martel, Franco Carli, Olivia Geraci, Stella S. Daskalopoulou, Giada Sebastiani +1 more
2024· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Adult-to-adult living donor liver transplantation in acute liver failure
Alexandra Shingina, Ioannis A. Ziogas, Philip Vutien, Elizabeth Uleryk, Prakesh S. Shah, Eberhard L. Renner +3 more
2022· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
afffundno abstractunlabeled
Ex situ liver perfusion: Organ preservation into the future
Mariusz Bral, Boris Gala-López, David L. Bigam, Darren H. Freed, A. M. James Shapiro
2018· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Sensitization assessment before kidney transplantation
B. C. Reynolds, Kathryn Tinckam
2016· review· en· Transplantation Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations

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