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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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Hernia
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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.

65 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.
65 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 65 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 65 of 65 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A mechanism of mesh-related post-herniorrhaphy neuralgia
Robert Bendavid, Wendy W. Lou, David Grischkan, A. Koch, Kevin Petersen, John E. Morrison +1 more
2015· article· en· Hernia· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
aboutno affno abstractunlabeled
Long-term sequelae after 1,311 primary inguinal hernia repairs
Simonetta Massaron, Stefano Bona, Uberto Fumagalli, Pedro Valente, Riccardo Rosati
2007· article· en· Hernia· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
The Shouldice Method: an expert’s consensus
Marguerite Mainprize, Fernando Antônio Campelo Spencer Netto, Cassim Degani, Péter Szász
2022· article· en· Hernia· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affno abstractunlabeled
Femoral hernia repair
Valerio Ceriani, Edoardo Faleschini, Dario Sarli, Tiziana Lodi, O. Roncaglia, P. Bignami +2 more
2006· article· en· Hernia· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
Pure tissue repairs: a timely and critical revival
Robert Bendavid, Marguerite Mainprize, Vladimir V. Iakovlev
2019· review· en· Hernia· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
fundno affno abstractunlabeled
Biography: Edward Earle Shouldice (1890?1965)
Robert Bendavid
2003· article· en· Hernia· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
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