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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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Annals of Surgery
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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.

affaffiliation
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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.

727 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.
727 works in the cohort · of 4,299,418page 4 of 15

Labels cover 4 of 727 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 727 of 727 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Frailty Factors and Outcomes in Vascular Surgery Patients
John S M Houghton, Andrew Nickinson, Alastair Morton, Sarah Nduwayo, Coral Pepper, Harjeet Rayt +4 more
2019· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
111
citations
affunlabeled
Assessing Technical Competence in Surgical Trainees
Péter Szász, Marisa Louridas, Kenneth A. Harris, Rajesh Aggarwal, Teodor Grantcharov
2014· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Beta-blockers and Traumatic Brain Injury
Aziz S. Alali, Kaushik Mukherjee, Victoria McCredie, Eyal Golan, Prakesh S. Shah, James M. Bardes +9 more
2017· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
104
citations
affaboutunlabeled
Bowel Obstruction Following Appendectomy
Terry Leung, Elijah Dixon, Manpreet Gill, Brett Mador, Kyle M. Moulton, Gilaad G. Kaplan +1 more
2009· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
102
citations
affunlabeled
Benchmarking Outcomes in the Critically Injured Burn Patient
Matthew B. Klein, Jeremy Goverman, Shawn P. Fagan, Grace P. McDonald-Smith, Andrew K. Alexander, Richard L. Gamelli +12 more
2014· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
96
citations
aboutno affunlabeled
Trans-oral Vestibular Endocrine Surgery
Robert Udelsman, Angkoon Anuwong, Adriana D. Oprea, Andrew Rhodes, Manju L. Prasad, M. Sansone +4 more
2016· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
92
citations
affunlabeled
IDEAL-D Framework for Device Innovation
Hani J. Marcus, Amy Bennett, Ajai Chari, Toni Day, Allison Hirst, Archie Hughes‐Hallett +6 more
2021· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaresearchconsensus · none
89
citations
affaboutunlabeled
Coaching Surgeons
Dorotea Mutabdzic, Maria Mylopoulos, M. Lucas Murnaghan, Priyanka Patel, Nathan Zilbert, Natashia M. Seemann +2 more
2015· article· en· Annals of Surgery· Psychology
distilled prediction:candidate · noneconsensus · none
89
citations
aboutno affunlabeled
Reducing the Burden of Surgical Harm
Ann-Marie Howell, Sukhmeet S. Panesar, Elaine M. Burns, Liam Donaldson, Ara Darzi
2013· review· en· Annals of Surgery· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
88
citations
affunlabeled
Poly-N-Acetyl Glucosamine Nanofibers
Saja Scherer, Giorgio Pietramaggiori, Jasmine C. Matthews, Samuel R. Perry, Anke Aßmann, Adelaide M. Carothers +8 more
2009· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Defining Benchmark Outcomes for ALPPS
Dimitri Aristotle Raptis, Michael Linecker, Patryk Kambakamba, Christoph Tschuor, Philip C. Müller, Christopher Hadjittofi +12 more
2019· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
85
citations
affunlabeled
Mastery in Bariatric Surgery
Aristithes G. Doumouras, Fady Saleh, Sama Anvari, Scott Gmora, Mehran Anvari, Dennis Hong
2017· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
85
citations

How this was built: Screen · Findings · About