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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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Hepatocellular Carcinoma Treatment and Prognosis
Retraction
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Study design
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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.

2,125 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.
2,125 works in the cohort · of 4,299,418page 1 of 43

Labels cover 7 of 2,125 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 2,125 of 2,125 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Hepatocellular carcinoma
Josep M. Llovet, Jessica Zucman‐Rossi, Eli Pikarsky, Bruno Sangro, M. Schwartz, Morris Sherman +1 more
2016· review· en· Nature Reviews Disease Primers· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2,655
citations
affno abstractunlabeled
Hepatocellular carcinoma
Arndt Vogel, Tim Meyer, Gonzalo Sapisochín, Riad Salem, Anna Saborowski
2022· review· en· The Lancet· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2,292
citations
affunlabeled
Design and Endpoints of Clinical Trials in Hepatocellular Carcinoma
Josep M. Llovet, Adrian M. Di Bisceglie, Jordi Bruix, Barnett S. Kramer, Riccardo Lencioni, Andrew X. Zhu +5 more
2008· review· en· JNCI Journal of the National Cancer Institute· Medicine
distilled prediction:candidate · noneconsensus · none
1,664
citations
affunlabeled
The International Position on Laparoscopic Liver Surgery
Joseph F. Buell, Daniel Cherqui, David A. Geller, Nicholas O’Rourke, David A. Iannitti, Ibrahim Dagher +39 more
2009· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
1,517
citations
affno abstractunlabeled
Liver metastases
Diamantis I. Tsilimigras, Pnina Brodt, Pierre‐Alain Clavien, Ruth J. Muschel, Michael I. D’Angelica, Itaru Endo +4 more
2021· review· en· Nature Reviews Disease Primers· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
565
citations
affunlabeled
Early Survival and Safety of ALPPS
Erik Schadde, Victoria Ardiles, R Robles, Massimo Malagó, Marcel Autran C. Machado, Roberto Hernandez‐Alejandro +7 more
2014· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
457
citations
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