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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.

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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Practical issues in geriatrics
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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.

8 results · 1 filter active ·
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20172024
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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.
8 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 8 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 8 of 8 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Prescribing Cascades
Shelley A. Sternberg, Jerry H. Gurwitz, Paula A. Rochon
2023· book-chapter· en· Practical issues in geriatrics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Cervical Pain, Lumbar Pain, and Sciatalgia
Andrea D Furlan, Miriam Duso
2017· book-chapter· en· Practical issues in geriatrics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
How Healthy Ageing Can Foster Age-Friendly Environment?
Suzanne Garon, Mario Paris
2018· book-chapter· en· Practical issues in geriatrics· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1
citations
affno abstractunlabeled
Technologies to Prevent Falls and Their Consequences
Kayla Bohlke, Anisha Suri, Ervin Sejdcic, Clemens Becker
2023· book-chapter· en· Practical issues in geriatrics· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Anxiety and Depressive Disorders in Older Adults
Theodore D. Cosco, Megha Goel, Indira Riadi, Eliza R. Farquharson, Cari Randa, John Pickering +2 more
2024· book-chapter· en· Practical issues in geriatrics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Shared Decision-Making at the End of Life
Simone Cernesi, Victoria Hewitt, Mathieu Jackson, Maria Stella Padula, Francesca Rossi, Ilaria Rossiello
2024· book-chapter· en· Practical issues in geriatrics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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