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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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Obesity and Health Practices
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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.

1,836 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.
1,836 works in the cohort · of 4,299,418page 11 of 37

Labels cover 11 of 1,836 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 1,836 of 1,836 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Health determinants and podiatry
Brian S. Brodie
2001· article· en· The Journal of the Royal Society for the Promotion of Health· Health Professions
distilled prediction:candidate · stsconsensus · none
15
citations
venueno affno abstractunlabeled
Evaluation of Veterans MOVE! Program for Weight Loss
Katie Braun, Megan Erickson, Anne Utech, Riesa List, José M. Garcia
2016· article· en· Journal of Nutrition Education and Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
14
citations
afffundvenueno abstractunlabeled
Is there more to the equation? Weight bias and the costs of obesity
Karmpaul Singh, Shelly Russell‐Mayhew, Kristin M. von Ranson, Lindsay McLaren
2018· article· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
14
citations
venueno affno abstractunlabeled
Menu Plans in a Diabetes Self-management Weight Loss Program
Christina Cunningham, Shannah Johnson, Brandy Cowell, Nafisseh Soroudi, C. J. Segal-Isaacson, Nichola J. Davis +2 more
2006· article· en· Journal of Nutrition Education and Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Comment on: “Equity in Physical Activity: A Misguided Goal”
Oli Williams, Stephanie E. Coen, Kass Gibson
2019· letter· en· Sports Medicine· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
13
citations
affvenueaboutunlabeled
<i>The Registered Dietitian in Primary Care:</i> The Hamilton Experience
Wendy J. Gamblen, Sherri Schamehorn, Anne Marie Crustolo, Tracy Hussey, Nick Kates, Sari Ackerman
2007· article· en· Canadian Journal of Dietetic Practice and Research· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · none
13
citations
affunlabeled
Time to Disable the Labels That Disable
Marion Alex, Joanne Whitty-Rogers
2012· article· en· Advances in Nursing Science· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
13
citations
affunlabeled
The Education of Affect
Kristen A. Hardy
2013· article· en· Body & Society· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
13
citations
affaboutunlabeled
Diffusing obesity myths
Ximena Ramos Salas, Mary Forhan, Arya M. Sharma
2014· article· en· Clinical Obesity· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations
aboutno affunlabeled
Clinical evaluation of patients living with obesity
Laurence J. Dobbie, Cláudia Matta-Coelho, James Crane, Barbara McGowan
2023· review· en· Internal and Emergency Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
aboutno affunlabeled
Sweet blood and power : making diabetics count
Melanie Rock
2001· book· en· eScholarship@McGill (McGill)· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
13
citations
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