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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.

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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.

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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 4 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.

affaboutunlabeled
Be careful what you ask for
Janice Popp, Ann Casebeer
2015· review· en· Healthcare Management Forum· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Hospital and Unit Cost Allocation Methods
Carole St-Hilaire, Paul K. Crépeau
2000· article· en· Healthcare Management Forum· Decision Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
The dementia-friendly emergency department
Belinda Parke, Kathleen F. Hunter
2016· article· en· Healthcare Management Forum· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Improving Outcomes in Rehabilitation
Frank Knoefel
2001· article· en· Healthcare Management Forum· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Creating a Just Culture: The Ottawa Hospital’s experience
Alan J. Forster, Samantha Hamilton, Thomas J. Hayes, Renée Légaré
2019· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
14
citations
affunlabeled
A new era of health leadership
Kevin Smith, Megha Bhavsar
2021· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
afffundaboutunlabeled
Back to the future
Bonnie S. Cochrane, Mitch Hagins, John A. King, Gino Picciano, Maureen McCafferty, Brian Nelson
2015· review· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations
affaboutunlabeled
Improving access to health services in Canada
David R. Urbach
2018· article· en· Healthcare Management Forum· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affaboutunlabeled
Code orange
Denis Havlik
2015· review· en· Healthcare Management Forum· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affaboutunlabeled
Inequities in access to cancer care in Canada
Sunshine J. Purificacion, John G. French, Lori d’Agincourt-Canning
2015· review· en· Healthcare Management Forum· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affaboutunlabeled
Wait times in Canada
Janice MacKinnon
2017· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · stsconsensus · none
12
citations
affunlabeled
What’s all the buzz about change management?
Janet Davidson
2015· review· en· Healthcare Management Forum· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
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