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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 5 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.

affunlabeled
Maternal reports of morbidity during the index ALSPAC pregnancy
Genette Ellis, Abigail Fraser, Jean Golding, Yasmin Iles‐Caven, Kate Northstone
2022· preprint· en· Wellcome Open Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
Living Rapid Research Needs Appraisal (RRNA) for Priority Diseases Protocol
Marieke de Swart, Dijana Spasenoska, Eli Harriss, Katrin Probyn, Gemma Villanueva, Thomas Mendy +7 more
2025· article· en· Wellcome Open Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
1
citations
affunlabeled
A living mapping review for COVID-19 funded research projects: 21 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
1
citations
aboutno affunlabeled
Barriers to access maternity leave: A systematic narrative review
Liliana Hidalgo-Padilla, Mauricio Toyama, Adriana Carbonel, Jessica Hanae Zafra‐Tanaka, Alejandra Vives, Francisco Diez‐Canseco
2025· article· en· Wellcome Open Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Migration health ethics in Southeast Asia: a scoping review
Shu Hui Ng, Sharon Kaur, Phaik Yeong Cheah, Zhen Ling Ong, Jane Mingjie Lim, Teck Chuan Voo
2023· review· en· Wellcome Open Research· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
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