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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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Surgical Clinics of North America
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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.

59 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.
59 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 59 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 59 of 59 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Surgical Site Infections
Pang Y. Young, Rachel G. Khadaroo
2014· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
188
citations
affno abstractunlabeled
MALABSORPTIVE OBESITY SURGERY
Picard Marceau, F Hould, Stéfane Lebel, Simon Marceau, Simon Biron
2001· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
128
citations
affno abstractunlabeled
The shouldice repair for groin hernias
Earle Byrnes Shouldice
2003· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
104
citations
affno abstractunlabeled
Pathogenesis of colorectal cancer
Jeremy R. Jass
2002· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
87
citations
affno abstractunlabeled
Revisional Bariatric Surgery
Noah J. Switzer, Shahzeer Karmali, Richdeep S. Gill, Vadim Sherman
2016· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
81
citations
affno abstractunlabeled
What, How, and How Much Should Patients with Burns be Fed?
Felicia Williams, Ludwik K. Branski, Marc G. Jeschke, David N. Herndon
2011· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
73
citations
affno abstractunlabeled
Simulation in Surgery: Perfecting the Practice
Ian Choy, Allan Okrainec
2010· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaresearchconsensus · none
68
citations
affno abstractunlabeled
Virtual Reality in Surgical Skills Training
Vanessa N. Palter, Teodor Grantcharov
2010· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
55
citations
affno abstractunlabeled
Biliopancreatic Diversion with Duodenal Switch
Laurent Biertho, Stéfane Lebel, Simon Marceau, Frédéric‐Simon Hould, François Julien, Simon Biron
2016· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affno abstractunlabeled
Enhanced Recovery After Surgery
Emily Pearsall, Robin S. McLeod
2018· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
47
citations
afffundno abstractunlabeled
Differences Between Murine and Human Sepsis
Peter Chen, Mile Stanojcic, Marc G. Jeschke
2014· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
affno abstractunlabeled
Carcinoid Tumors
Janice L. Pasieka
2009· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affno abstractunlabeled
Common Postburn Deformities and Their Management
Robert Cartotto, Bryan J. Cicuto, Harriet Kiwanuka, Erika M. Bueno, Bohdan Pomahač
2014· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
37
citations
aboutno affno abstractunlabeled
Workforce Issues in Rural Surgery
Dana Christian Lynge, Eric H. Larson
2009· article· en· Surgical Clinics of North America· Health Professions
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Evaluating Surgical Outcomes
Simon Bergman, Liane S. Feldman, Jeffrey Barkun
2006· article· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
TRANSVERSALIS FASCIA REDISCOVERED
Robert Bendavid, David Howarth
2000· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Clinical manifestation of aldosteronoma
Maha Al Fehaily, Quan‐Yang Duh
2004· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Advances in Lung Preservation
Tiago Machuca, Marcelo Cypel, Shaf Keshavjee
2013· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Enhanced Recovery After Surgery
Lawrence Lee, Liane S. Feldman
2018· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Teaching the Slowing-down Moments of Operative Judgment
Laurent St-Martin, Priyanka Patel, Jacob Gallinger, Carol‐Anne Moulton
2012· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Prevention and Early Detection of Pancreatic Cancer
Avram M. Cooperman, Mazen Iskandar, Michael Wayne, Justin Steele
2017· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Hyperaldosteronism
Adrian Harvey
2014· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Hemostasis and Hepatic Surgery
Gareth Eeson, Paul J. Karanicolas
2016· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Elective Abdominal Surgery for Inflammatory Bowel Disease
Adina Feinberg, Michael Valente
2019· review· en· Surgical Clinics of North America· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
fundno affno abstractunlabeled
Soft Tissue Tumors of the Extremity
Christina L. Roland
2020· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Trauma Education and Prevention
Richard A. Sidwell, Maher Matar, Joseph V. Sakran
2017· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Obesity, Cancer, and Risk Reduction with Bariatric Surgery
Peter Malík, Aristithes G. Doumouras, Roshan Malhan, Yung Lee, Vanessa Boudreau, Karen Barlow +2 more
2021· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Intraoperative Adjuncts in Colorectal Surgery
Husein Moloo, David A. Etzioni
2012· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Surgical Management of Lymph Nodes in Melanoma
Alexandra Allard-Coutu, Barbara Heller, Valerie Francescutti
2019· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Metabolic and Nutritional Support
Shahriar Shahrokhi, Marc G. Jeschke
2023· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
MINIMAL ACCESS BREAST SURGERY
Barbara Schwartzberg, Jeffrey J. Goates, William E. Kelley
2000· review· en· Surgical Clinics of North America· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Premalignant Lesions of the Biliary Tract
Zaheer Kanji, Flavio G. Rocha
2019· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations

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