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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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venuejournal
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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 15 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 affunlabeled
Hematology in Latin America
Raúl Gabus, Sebastián Galeano, Cármino Antônio De Souza, Scott C. Howard, Jorge Horacio Millone, Mario L. Tejerina Valle +7 more
2011· article· pt· Revista Brasileira de Hematologia e Hemoterapia· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Surgical training in east Africa
Massey Beveridge
2004· article· en· The Lancet· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Editors as allies: Our two-year experience at PLOS Global Public Health
Julia Robinson, Catherine Kyobutungi, Zena Nyakoojo, Madhukar Pai
2023· editorial· en· PLOS Global Public Health· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
6
citations
affaboutunlabeled
Supporting research leadership in Africa
Noni E. MacDonald, Robert Bortolussi, Senga Pemba, Jerome Kabakyenga, Lisine Tuyisenge
2016· letter· en· The Lancet Global Health· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Building the world’s first truly global medical foundation model
Yih Chung Tham, Jocelyn Hui Lin Goh, Paul Nderitu, Yukun Zhou, An Ran Ran, Sahana Srinivasan +6 more
2025· letter· en· Nature Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
6
citations
affunlabeled
[no title]
Ryan Meili, Sandy Buchman, Ritika Goel, Robert Woollard
2016· article· fr· PubMed· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affvenueunlabeled
The Programme for Global Paediatric Research
2011· editorial· en· Clinical and investigative medicine· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
6
citations

How this was built: Screen · Findings · About