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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 7 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.

afffundaboutunlabeled
Choosing Wisely: An idea worth sustaining
Monika Kastner, Julie Makarski, Kathryn Mossman, Kegan Harris, Leigh Hayden, Manuel Giraldo +9 more
2021· article· en· Health Services Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
Improving health equity through clinical innovation
Myrtede Alfred, Kristin P. Tully
2022· editorial· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
9
citations
affno abstractunlabeled
Saying Yes to the Less: Making It Easier to Choose Wisely
Jeremy Friedman
2017· editorial· en· The Journal of Pediatrics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch
9
citations
affaboutno abstractunlabeled
Choosing Wisely Canada: scratching the 7-year itch
Kuan-chin Jean Chen, Venkatesh Thiruganasambandamoorthy, Samuel Campbell, Suneel Upadhye, Shawn Dowling, Lucas B. Chartier
2022· editorial· en· Canadian Journal of Emergency Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Theranos revisited: the trial and lessons learned
Eleftherios P. Diamandis, Karl J. Lackner, Mario Plebani
2021· letter· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
9
citations
affvenueaboutunlabeled
Antibiotic overprescribing a growing problem
Paul Webster
2017· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Commentary: Lack of scientific influences on epidemiology
Carl V. Phillips
2008· letter· en· International Journal of Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
8
citations
venueno affunlabeled
Why should the rich care about the health of the poor?
Michael Marmot
2012· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
Choosing Wisely
Emilie Chan, Brenda R. Hemmelgarn, Scott Klarenbach, Braden Manns, Reem A. Mustafa, Gihad Nesrallah +1 more
2017· article· en· Canadian Journal of Kidney Health and Disease· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · none
7
citations
affunlabeled
Five lessons from art for better research
Mandy M. Archibald, Alexander M. Clark
2016· letter· en· Journal of Advanced Nursing· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
7
citations
affunlabeled
Overcoming Overuse Part 4: Small Business Survival
Adrian C. Traeger, Jason Soon, Mary O’Keeffe, Simon Décary, Zoe A Michaleff, Joshua R Zadro
2021· article· en· Journal of Orthopaedic and Sports Physical Therapy· Health Professions
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
"The Best Health Care System in the World"?
Gary D. Miller
2013· article· en· Social Work· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
7
citations
affunlabeled
Commentary: Cynical epidemiology
Jay S. Kaufman
2020· letter· en· International Journal of Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
7
citations
affno abstractunlabeled
Formulating an Ethics of Pharmaceutical Disinvestment
Jessica Pace, Tracey‐Lea Laba, Marie-Paul Nisingizwe, Wendy Lipworth
2020· article· en· Journal of Bioethical Inquiry· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
7
citations

How this was built: Screen · Findings · About