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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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World Journal of Emergency Surgery
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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.

124 results · 1 filter active ·
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20072025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
124 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 124 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 124 of 124 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
2019 WSES guidelines for the management of severe acute pancreatitis
Ari Leppäniemi, Matti Tolonen, Antonio Tarasconi, Helmut Alfredo Segovia Lohse, Emiliano Gamberini, Andrew W. Kirkpatrick +13 more
2019· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
957
citations
affunlabeled
Pelvic trauma: WSES classification and guidelines
Federico Coccolini, Philip F. Stahel, Giulia Montori, Walter Biffl, Tal M. Hörer, Fausto Catena +24 more
2017· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
474
citations
affunlabeled
Perforated and bleeding peptic ulcer: WSES guidelines
Antonio Tarasconi, Federico Coccolini, Walter L. Biffl, Matteo Tomasoni, Luca Ansaloni, Edoardo Picetti +25 more
2020· article· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
358
citations
affunlabeled
Liver trauma: WSES 2020 guidelines
Federico Coccolini, Raúl Coimbra, Carlos A. Ordóñez, Yoram Kluger, Felipe Vega, Ernest E. Moore +31 more
2020· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
320
citations
affunlabeled
Kidney and uro-trauma: WSES-AAST guidelines
Federico Coccolini, Ernest E. Moore, Yoram Kluger, Walter Biffl, Ari Leppäniemi, Yosuke Matsumura +26 more
2019· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
261
citations
affunlabeled
WSES classification and guidelines for liver trauma
Federico Coccolini, Fausto Catena, Ernest E. Moore, Rao R. Ivatury, Walter Biffl, Andrew B. Peitzman +13 more
2016· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
148
citations
affunlabeled
Liver trauma: WSES position paper
Federico Coccolini, Giulia Montori, Fausto Catena, Salomone Di Saverio, Walter Biffl, Ernest E. Moore +6 more
2015· article· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
89
citations
affunlabeled
Anorectal emergencies: WSES-AAST guidelines
Antonio Tarasconi, Gennaro Perrone, Justin Davies, Raúl Coimbra, Ernest E. Moore, Francesco Azzaroli +38 more
2021· review· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
83
citations
affunlabeled
Fatal motorcycle crashes: a serious public health problem in Brazil
Carlos Eduardo Carrasco, Maurício Godinho, Marilisa Berti de Azevedo Barros, Sandro Rizoli, Gustavo Pereira Fraga
2012· article· en· World Journal of Emergency Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations

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