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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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Europe PMC (PubMed Central)
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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.

1,434 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.
1,434 works in the cohort · of 4,299,418page 10 of 29

Labels cover 2 of 1,434 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 1,434 of 1,434 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Can bioethics save biotechnology
Bryn Williams–Jones
2002· article· en· Europe PMC (PubMed Central)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Supplying PEI with doctors
Marilyn Lowther
2000· article· en· Europe PMC (PubMed Central)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Climbing to the top
Robert Patterson
2000· article· en· Europe PMC (PubMed Central)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Se fier les uns aux autres
Sandy Buchman
2012· article· fr· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
UPDATE ON THE SCVMA
Maxwell Hollins
2003· article· en· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mr. Day goes to Ottawa
Charlotte Gray
2000· article· en· Europe PMC (PubMed Central)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Good people in bad systems
D. John Doyle
2001· article· en· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The canon from the sidelines
Marcus Miller
2002· article· en· Europe PMC (PubMed Central)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Partout sur le globe
C. Ruth Wilson
2007· article· en· Europe PMC (PubMed Central)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Leptin and the urge to eat
J. K. Hamilton
2000· article· en· Europe PMC (PubMed Central)· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Strategic priorities and initiatives
Cal Gutkin
2006· article· en· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A citizen's place is in the struggle
Fiona G Kouyoumdjian
2003· article· en· Europe PMC (PubMed Central)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Suicide and psychiatry
Mark Latowsky
2001· article· en· Europe PMC (PubMed Central)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Protection after medical error
Barbara Sibbald
2003· article· en· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ammunition against malaria.
Kevin C. Kain
2001· article· en· Europe PMC (PubMed Central)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Walk-out averted in Nova Scotia
Donalee Moulton
2001· article· en· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A painful understanding
Meredith B. Marks
2003· article· en· Europe PMC (PubMed Central)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
L'évolution de la médecine familiale
T. Grahame Bailey
2007· article· fr· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · stsconsensus · none
0
citations
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