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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 Management Forum
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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.

1,173 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.
1,173 works in the cohort · of 4,299,418page 7 of 24

Labels cover 2 of 1,173 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 1,173 of 1,173 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Retail food reform
Laurie Dojeiji, Andra Taylor, Cholly Boland, Carolyn Brennan, Randy Penney
2017· article· en· Healthcare Management Forum· Medicine
distilled prediction:candidate · noneconsensus · none
8
citations
afffundaboutunlabeled
Effectively engaging physicians in system change
Colleen Grady, Han Han, Lynn Roberts, Rebecca Van Iersel
2020· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
“Thank You” Isn't Enough
Wendy Nicklin
2000· editorial· en· Healthcare Management Forum· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
aboutno affunlabeled
Redressing the inequities in Canadian pharmacare
D. Wayne Taylor
2015· review· en· Healthcare Management Forum· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affunlabeled
Precision medicine
Stephanie Roberts, Michael Julius
2016· review· en· Healthcare Management Forum· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affaboutunlabeled
A tactical framework for EMR adoption
James Lambley, Craig Kuziemsky
2019· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affaboutunlabeled
Hypertensive Patients and Their General Practitioners
Marilyn Cree, Noralou P. Roos, Qian Yang, Keumhee C. Carrière
2001· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Administrative ethics: Good intentions, bad decisions
Joseph M. Byrne
2018· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
afffundaboutunlabeled
The emergence of precision therapeutics
Jim Slater, Laura Shields, Ray J. Racette, Don Juzwishin, Max J. Coppes
2015· review· en· Healthcare Management Forum· Medicine
distilled prediction:candidate · research_integrityconsensus · none
7
citations
affaboutunlabeled
Ethically justified decisions
Bashir Jiwani
2015· review· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
7
citations
affno abstractunlabeled
Implementing Leadership Rounds to Improve Patient Safety
Susan Richardson, Shannon Watson, Tracy Wrong
2007· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Improving Leadership Through Values-Based Decisions
Katherine Duthie, Kenneth Bond, Don Juzwishin
2014· article· en· Healthcare Management Forum· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Improving hospital quality through payment reforms
Erik Hellsten, Guiping Liu, Elizabeth Yue, Golden Gao, Jason M. Sutherland
2015· review· en· Healthcare Management Forum· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations

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