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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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Food Security and Health in Diverse Populations
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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.

3,338 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.
3,338 works in the cohort · of 4,299,418page 2 of 67

Labels cover 11 of 3,338 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 3,338 of 3,338 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Looking Beyond Income and Education
Laura C. Rosella, Andrew Calzavara, Jeremy Petch, Andrew D. Pinto, Heather Manson, Vivek Goel +1 more
2015· article· en· American Journal of Preventive Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
214
citations
venueno affno abstractunlabeled
Food Insecurity and Food Supplies in Latino Households with Young Children
Lucía Kaiser, Hugo Melgar‐Quiñonez, Marilyn S. Townsend, Yvonne Nicholson, Mary Lavender Fujii, Anna Martin +1 more
2003· article· en· Journal of Nutrition Education and Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
178
citations
affunlabeled
Validity and reliability of food security measures
Carlo Cafiero, Hugo Melgar‐Quiñonez, Terri J. Ballard, Anne W. Kepple
2014· review· en· Annals of the New York Academy of Sciences· Health Professions
distilled prediction:candidate · noneconsensus · none
176
citations
venueno affno abstractunlabeled
Measures of Food Insecurity/Security
Debra Palmer‐Keenan, Christine M. Olson, James Hersey, Sondra Parmer
2001· review· en· Journal of Nutrition Education· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
173
citations
affunlabeled
Food System Resilience: Concepts, Issues, and Challenges
Monika Zurek, John Ingram, Angelina Sanderson Bellamy, Conor Goold, Christopher J. Lyon, Peter Alexander +21 more
2022· article· en· Annual Review of Environment and Resources· Health Professions
distilled prediction:candidate · noneconsensus · none
169
citations
affunlabeled
The human gut microbiome and health inequities
Katherine R. Amato, Marie‐Claire Arrieta, Meghan B. Azad, Michael T. Bailey, Josiane L. Broussard, Carlijn E. Bruggeling +17 more
2021· article· en· Proceedings of the National Academy of Sciences· Health Professions
distilled prediction:candidate · stsconsensus · none
167
citations
affunlabeled
MEASURING POPULATION HEALTH: A Review of Indicators
Vera Etches, John Frank, Erica Di Ruggiero, Douglas G. Manuel
2005· review· en· Annual Review of Public Health· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
161
citations
venueno affno abstractunlabeled
Revised WIC Food Package Improves Diets of WIC Families
Shannon E. Whaley, Lorrene D. Ritchie, Phil Spector, Judy Gomez
2012· article· en· Journal of Nutrition Education and Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
138
citations

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