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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.

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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 1 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.

affgemma · no categorygpt · open_sciencemodels split
Pf7: an open dataset of Plasmodium falciparum genome variation in 20,000 worldwide samples
Muzamil Mahdi Abdel Hamid, Mohamed Hassan Abdelraheem, Desmond Omane Acheampong, Ambroise D. Ahouidi, Mozam Ali, Jacob Almagro‐Garcia +166 more
2023· preprint· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · open_science
148
citations
affunlabeled
A realist review of community engagement with health research
Bipin Adhikari, Robin Vincent, Geoff Wong, Claire Duddy, Emma Richardson, James V. Lavery +1 more
2019· review· en· Wellcome Open Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
53
citations
affunlabeled
A realist review of community engagement with health research
Bipin Adhikari, Robin Vincent, Geoff Wong, Claire Duddy, Emma Richardson, James V. Lavery +1 more
2019· review· en· Wellcome Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
40
citations
fundno affunlabeled
Cohort profile for the STratifying Resilience and Depression Longitudinally (STRADL) study: A depression-focused investigation of Generation Scotland, using detailed clinical, cognitive, and neuroimaging assessments
Tina Habota, Anca‐Larisa Sandu, Gordon D. Waiter, Christopher J. McNeil, J. Douglas Steele, Jennifer A. Macfarlane +34 more
2019· preprint· en· Wellcome Open Research· Psychology
distilled prediction:candidate · scholarly_communicationconsensus · none
40
citations
affunlabeled
Ethics, climate change and health – a landscape review
Julian Sheather, Katherine Littler, Jerome Amir Singh, Katharine Wright
2023· review· en· Wellcome Open Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
32
citations
affunlabeled
Cellular agriculture in the UK: a review
Neil Stephens, Marianne J. Ellis
2020· review· en· Wellcome Open Research· Environmental Science
distilled prediction:candidate · open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
Baseline results of a living systematic review for COVID-19 clinical trial registrations
Brittany Maguire, Alistair R.D. McLean, Sumayyah Rashan, Emilia Antonio, Jayshree Bagaria, Zineb Bentounsi +23 more
2020· preprint· en· Wellcome Open Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
30
citations
afffundunlabeled
A living mapping review for COVID-19 funded research projects: nine-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+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
26
citations
fundno affunlabeled
Cohort profile for the STratifying Resilience and Depression Longitudinally (STRADL) study: A depression-focused investigation of Generation Scotland, using detailed clinical, cognitive, and neuroimaging assessments
Tina Habota, Anca‐Larisa Sandu, Gordon D. Waiter, Christopher J. McNeil, J. Douglas Steele, Jennifer A. Macfarlane +34 more
2021· preprint· en· Wellcome Open Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
22
citations
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