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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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Leadership in health services
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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
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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.

94 results · 1 filter active ·
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20072025
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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.
94 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 94 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 94 of 94 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Authentic leadership in healthcare: a scoping review
Niina Malila, Nina Lunkka, Marjo Suhonen
2017· review· en· Leadership in health services· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
63
citations
afffundaboutunlabeled
Return on investment in healthcare leadership development programs
Maya M. Jeyaraman, Sheikh Muhammad Zeeshan Qadar, Aleksandra Wierzbowski, Farnaz Farshidfar, Justin Lys, Graham Dickson +8 more
2017· review· en· Leadership in health services· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
34
citations
affunlabeled
Barriers and enablers to academic health leadership
Aleem Bharwani, Theresa J. B. Kline, Margaret Becker Patterson, Peter Craighead
2017· article· en· Leadership in health services· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Quality improvement in curriculum development
Victor Maddalena, Amanda Pendergast, Gerona McGrath
2018· article· en· Leadership in health services· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affaboutunlabeled
In their own words: describing Canadian physician leadership
Anita J. Snell, Graham Dickson, Debrah Wirtzfeld, John Van Aerde
2016· article· en· Leadership in health services· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
A primer on project management
Victor Maddalena
2012· article· en· Leadership in health services· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affaboutunlabeled
<i>Sanokondu</i>
Jamiu O. Busari, Ming‐Ka Chan, Deepak Dath, Anne Matlow, Diane de Camps Meschino
2018· article· en· Leadership in health services· Medicine
distilled prediction:candidate · noneconsensus · none
8
citations

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