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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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Health Expectations
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

416 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.
416 works in the cohort · of 4,299,418page 3 of 9

Labels cover 3 of 416 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 416 of 416 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Patient value: Perspectives from the advocacy community
Bonnie Addario, Ana Fadich, J. Fox, Linda U. Krebs, Deborah Maskens, Kathy Oliver +3 more
2017· review· en· Health Expectations· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
35
citations
aboutno affunlabeled
Patients' expectations about total knee arthroplasty outcomes
Sofia de Achaval, Michael A. Kallen, Benjamin C. Amick, Glenn C. Landon, Sherwin J. Siff, David R. Edelstein +2 more
2015· article· en· Health Expectations· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
afffundaboutunlabeled
Informational needs of gastrointestinal oncology patients
Janet Papadakos, Sara Urowitz, Craig Olmstead, Audrey Jusko Friedman, Jason Zhu, Pamela Catton
2014· article· en· Health Expectations· Health Professions
distilled prediction:candidate · noneconsensus · none
31
citations
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How this was built: Screen · Findings · About