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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 Policy and Management
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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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venuejournal
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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.

3,600 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.
3,600 works in the cohort · of 4,299,418page 6 of 72

Labels cover 5 of 3,600 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 3,600 of 3,600 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Is the impact of managed care on hospital prices decreasing?
David Dranove, Richard C. Lindrooth, William D. White, Jack Zwanziger
2007· article· en· Journal of Health Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
45
citations
affaboutunlabeled
Hospital Restructuring and Burnout
Esther R. Greenglass, Ronald J. Burke
2002· article· en· Journal of Health and Human Services Administration· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
45
citations
venueno affunlabeled
International models of health systems financing
Robert R. Kulesher, Elizabeth Elizabeth Forrestal
2014· article· en· Journal of Hospital Administration· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
44
citations
aboutno affunlabeled
Comparative health systems: global perspectives.
James Allen Johnson, Carleen H. Stoskopf
2010· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
44
citations
affunlabeled
Policy Challenges in Modern Health Care
Joseph White
2006· article· en· Journal of Health Politics Policy and Law· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
43
citations
fundno affunlabeled
A Denial a Day Keeps the Doctor Away
Abe Dunn, Joshua D. Gottlieb, Adam Hale Shapiro, Daniel Sonnenstuhl, Pietro Tebaldi
2023· article· en· The Quarterly Journal of Economics· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
fundno affno abstractunlabeled
Trust in times of health reform
Peter Groenewegen, Johan Hansen, Judith D. de Jong
2018· article· en· Health Policy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
42
citations
aboutno affunlabeled
Consumer Experiences in a Consumer‐Driven Health Plan
Jon B. Christianson, Stephen T. Parente, Roger Feldman
2004· article· en· Health Services Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
afffundunlabeled
Care maps for children with medical complexity
Sherri Adams, David Nicholas, Sanjay Mahant, Natalie Weiser, Ronik Kanani, Katherine Boydell +1 more
2017· article· en· Developmental Medicine & Child Neurology· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Is Zero a Special Price? Evidence from Child Health Care
Toshiaki Iizuka, Hitoshi Shigeoka
2022· article· en· American Economic Journal Applied Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
39
citations
affno abstractunlabeled
The Impact of Genetic Testing on Healthcare Insurance
Michael Hoy, Fabienne Orsi, François Eisinger, Jean Paul Moatti
2003· article· en· The Geneva Papers on Risk and Insurance Issues and Practice· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations

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