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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 11 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.

affno abstractunlabeled
The Resident's Role in Global Neurosurgery
Jacob Lepard, Ernest J. Barthélemy, Jacquelyn Corley, Juliet Nalwanga, Michael C. Dewan
2020· article· en· World Neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
Speech-language pathology and ethical practice in global contexts
Bea Staley, Ellen M. Hickey, David W. Rule, Helen Barrett, Claire Salter, Rachael Gibson +1 more
2020· article· en· International Journal of Speech-Language Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Levelling up: prioritisation of global health
Nigel D. Rossiter
2022· article· en· European Journal of Orthopaedic Surgery & Traumatology· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Neurosurgical research in Southeast Asia: A bibliometric analysis
Abdelsimar T. Omar, Kevin Ivan P. Chan, Erika P. Ong, Louie F. Dy, Daniel Alexander D. Go, Michael Paolo Capistrano +4 more
2022· article· en· Journal of Clinical Neuroscience· Medicine
distilled prediction:candidate · metaresearch+bibliometrics+research_integrityconsensus · bibliometrics
13
citations
affunlabeled
Decolonizing global health: an agenda for research
Henry Zakumumpa, Nafissatou Diop, Robert Kaba Alhassan
2023· editorial· en· BMC Health Services Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
13
citations
affno abstractunlabeled
Globalization and Health
Beverley Chalmers
2001· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Global access to surgical care: moving forward
Evan G. Wong, Dan Deckelbaum, Tarek Razek
2015· letter· en· The Lancet Global Health· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affaboutno abstractunlabeled
Tackling the “10–90 gap”: a Canadian report
Jerry Spiegel, Ronald Labonté, Janet Hatcher-Roberts, Jacques Girard, Vic Neufeld
2003· letter· en· The Lancet· Medicine
distilled prediction:candidate · noneconsensus · none
12
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

How this was built: Screen · Findings · About