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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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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 9 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.

fundno affunlabeled
A Denial a Day Keeps the Doctor Away
Abe Dunn, Joshua D. Gottlieb, Adam Hale Shapiro, Daniel Sonnenstuhl, Pietro Tebaldi
2021· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
affaboutunlabeled
Is P4P Really FFS?
Walter P. Wodchis, Joseph S. Ross, Allan S. Detsky
2007· article· en· JAMA· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affaboutunlabeled
Use of administrative databases for health-care planning in CKD
Aminu K. Bello, Brenda R. Hemmelgarn, Braden Manns, Marcello Tonelli
2012· review· en· Nephrology Dialysis Transplantation· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affunlabeled
Physician payment methods: A focus on quality and cost control
Luke Rudmik, Wiesława Dominika Wranik, Caroline Rudisill-Michaelsen
2014· article· en· Journal of Otolaryngology - Head and Neck Surgery· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
aboutno affunlabeled
Patient financial responsibility for observation care
Shreya Kangovi, Susannah Cafardi, Robyn Smith, Raina Kulkarni, David Grande
2015· review· en· Journal of Hospital Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Overlap In HMO Physician Networks
Michael E. Chernew, Walter P. Wodchis, Dennis P. Scanlon, Catherine G. McLaughlin
2004· article· en· Health Affairs· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Physician Payment Mechanisms
Pierre Thomas Léger
2007· other· en· Health care and disease management· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
Psychiatric hospital beds: an Orwellian crisis
Peter Tyrer, Steven S. Sharfstein, Richard O’Reilly, Stephen Allison, Tarun Bastiampillai
2017· letter· en· The Lancet· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affunlabeled
Patients Are Destined to Manage Their Care
Kevin J. Leonard, David Wiljer
2007· article· en· Healthcare Quarterly· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affaboutunlabeled
CEO Compensation and Hospital Financial Performance
Kristin L. Reiter, Guillermo A. Sandoval, Adalsteinn Brown, George H. Pink
2009· article· en· Medical Care Research and Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
26
citations
afffundaboutunlabeled
Sociodemographic Data Collection in Healthcare Settings
Aïsha Lofters, Ketan Shankardass, Maritt Kirst, Carlos Quiñonez
2010· article· en· Medical Care· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Omitted variable bias and hospital costs
Pierre‐Yves Crémieux, Pierre Ouellette
2001· article· en· Journal of Health Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
25
citations

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