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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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Healthcare cost, quality, practices
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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
fundfunder
venuejournal
aboutaboutness

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

1,204 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.
1,204 works in the cohort · of 4,299,418page 9 of 25

Labels cover 31 of 1,204 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 1,204 of 1,204 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Defining Incidental Versus Non-incidental COVID-19 Hospitalizations
Dhimitri A. Nikolla, Jonathan J. Oskvarek, Mark S. Zocchi, Nishad Rahman, Andrew Leubitz, Ali Moghtaderi +2 more
2024· article· en· Cureus· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Reducing harm from overuse of healthcare
Karen Born, Wendy Levinson, Loren de Freitas
2022· editorial· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
5
citations
aboutno affunlabeled
Medical colleges: whose purpose, if any, do they serve?
Des Gorman
2017· editorial· en· Internal Medicine Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
5
citations
affunlabeled
Choosing Wisely in a time of resource constraints
Karen Born, Wendy Levinson, C.S. Pramesh, Eve A. Kerr
2024· editorial· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
5
citations
afffundunlabeled
Forewarning Artificial Intelligence about Cognitive Biases
Jonathan Wang, Donald A. Redelmeier
2025· article· en· Medical Decision Making· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
A Novel Approach to Consider Planetary Health in Guideline Development: A GRADE Approach Using the Allergic Rhinitis and its Impact on Asthma (ARIA) 2024-2025 Guidelines as a Case Study
Rafael José Vieira, Bernardo Sousa‐Pinto, Alina Herrmann, Josep M. Antó, Siân Williams, Antonio Bognanni +8 more
2025· article· en· The Journal of Allergy and Clinical Immunology In Practice· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
5
citations
aboutno affunlabeled
Choosing Wisely – An international and multimorbid perspective
Edouard Battegay, Marcus Cheetham
2017· article· de· Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affaboutno abstractunlabeled
Choosing Wisely Canada.
Alexander Singer
2017· other· fr· PubMed· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
4
citations
affunlabeled
Research fraud: Why nurses should become aware
Joyce Kenkre, Martin Semple
2003· article· en· Journal of Research in Nursing· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
4
citations

How this was built: Screen · Findings · About