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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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BMC Medicine
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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.

538 results · 1 filter active ·
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20032025
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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.
538 works in the cohort · of 4,299,418page 6 of 11

Labels cover 14 of 538 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 538 of 538 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Reporting transparency: making the ethical mandate explicit
Stuart G. Nicholls, Sinéad Langan, Eric I. Benchimol, David Moher
2016· review· en· BMC Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
43
citations
affunlabeled
Global health: the importance of evidence-based medicine
Gretchen L. Birbeck, Charles Shey Wiysonge, Edward J Mills, Julio Frenk, Xiao‐Nong Zhou, Prabhat Jha
2013· article· en· BMC Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
Choice of surrogate tissue influences neonatal EWAS findings
Xinyi Lin, Ai Ling Teh, Li Chen, Ives Lim, Pei Fang Tan, Julia L. MacIsaac +12 more
2017· article· en· BMC Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
40
citations
afffundaboutunlabeled
Global collaborative networks on meta-analyses of randomized trials published in high impact factor medical journals: a social network analysis
Ferrán Catalá-López, Adolfo Alonso‐Arroyo, Brian Hutton, Rafael Aleixandre‐Benavent, David Moher
2014· review· en· BMC Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad
39
citations
affunlabeled
Policing of gut microbiota by the adaptive immune system
Laurent Dollé, Hao Quang Tran, Lucie Etienne‐Mesmin, Benoît Chassaing
2016· article· en· BMC Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
35
citations
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