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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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Global Health and 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.

1,735 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.
1,735 works in the cohort · of 4,299,418page 12 of 35

Labels cover 19 of 1,735 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 1,735 of 1,735 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affgemma · no categorygpt · no categorymodels agree
Building a Framework for Global Health Learning
Rita Watterson, David Matthews, Paxton Bach, Irfan Kherani, Mary Halpine, Ryan Meili
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
Disruptive Innovation: Impact for Practice, Policy, and Academia
Heather V. Nelson‐Brantley, Kenneth D. Bailey, Joyce Batcheller, Laura Caramanica, Bret Lyman, Francine Snow
2020· article· en· JONA The Journal of Nursing Administration· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Inequities in global cancer surgery: Challenges and solutions
Priya Ranganathan, Anna Dare, Ewen M. Harrison, T. Peter Kingham, Miriam Mutebi, Groesbeck P. Parham +2 more
2023· review· en· Journal of Surgical Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Peer training and co‐learning in global health care
Edwardina Mary Mae Alexandra Lillie, Lizanne O'Donohoe, Naomi Shamambo, Dylan Bould, Feruza Ismailova, John Kinnear
2015· article· en· The Clinical Teacher· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Making Safe Surgery Affordable
Lawrence L. Buchan, Marianne S. Black, Michael A. Cancilla, Elise Huisman, Jeremy J. R. Kooyman, Scott C. Nelson +3 more
2015· review· en· Journal of Orthopaedic Trauma· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Regarding global pediatric surgery training opportunities
Robert Baird, Kartik Pandya, Dave R. Lal, Casey M. Calkins, Keith T. Oldham, Anthony Tsai +27 more
2018· letter· en· Journal of Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
10
citations
afffundaboutunlabeled
Family Medicine in Ethiopia: Lessons from a Global Collaboration
Ann Evensen, Dawit Wondimagegn, Daniel Zemenfes Ashebir, Katherine Rouleau, Cynthia Haq, Abbas Ghavam-Rassoul +5 more
2017· article· en· The Journal of the American Board of Family Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Cultural Sensitivity and Ethical Considerations
Matthew C. Bobel, Alreem Al Hinai, April Camilla Roslani
2022· review· en· Clinics in Colon and Rectal Surgery· Medicine
distilled prediction:candidate · research_integrityconsensus · none
9
citations

How this was built: Screen · Findings · About