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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.

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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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Wellcome Open Research
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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.

235 results · 1 filter active ·
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20162025
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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.
235 works in the cohort · of 4,299,418page 4 of 5

Labels cover 6 of 235 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 235 of 235 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Cancer, COVID-19, and the need for critique
Cinzia Greco, Ignacia Arteaga, Clara Fabian-Therond, Henry Llewellyn, Julia Swallow, William Viney
2021· preprint· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
5
citations
affunlabeled
A living mapping review for COVID-19 funded research projects: three-month update
Alice Norton, Adrian Bucher, Emilia Antonio, Nicole Advani, Henrike Grund, Sheila Mburu +6 more
2020· preprint· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
4
citations
affunlabeled
A living mapping review for COVID-19 funded research projects: six-month update
Alice Norton, Adrian Bucher, Emilia Antonio, Nicole Advani, Henrike Grund, Sheila Mburu +8 more
2021· preprint· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
4
citations
aboutno affunlabeled
Public trust and genomic medicine in Canada and the UK
Sarah Savić-Kallesøe, Anna Middleton, Richard Milne
2021· preprint· en· Wellcome Open Research· Health Professions
distilled prediction:candidate · sts+open_science+research_integrity+insufficient_payloadconsensus · none
3
citations
affgemma · no categorygpt · no categorymodels split
Mixed methods study protocol for combining stakeholder-led rapid evaluation with near real-time continuous registry data to facilitate evaluations of quality of care in intensive care units
Aasiyah Rashan, Abi Beane, Aniruddha Ghose, Arjen M. Dondorp, Arthur Kwizera, Bharath Kumar Tirupakuzhi Vijayaraghavan +38 more
2023· preprint· en· Wellcome Open Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · metaresearch
2
citations
aboutno affunlabeled
Public trust and genomic medicine in Canada and the UK
Sarah Savić-Kallesøe, Anna Middleton, Richard Milne
2021· preprint· en· Wellcome Open Research· Health Professions
distilled prediction:candidate · sts+open_science+research_integrity+insufficient_payloadconsensus · none
2
citations
affunlabeled
A living mapping review for COVID-19 funded research projects: 15 month update
Adrian Bucher, Emilia Antonio, Henrike Grund, Nusrat Jabin, Chantel Jones, Meron Kifle +4 more
2022· preprint· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
2
citations
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How this was built: Screen · Findings · About