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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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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
fundfunder
venuejournal
aboutaboutness

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 8 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
Unhealthy Weight Control Practices: Culprits and Clinical Recommendations
Zachary M. Ferraro, Sean Patterson, Jean‐Philippe Chaput
2015· review· en· Clinical Medicine Insights Endocrinology and Diabetes· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
23
citations
affaboutunlabeled
Feminism and Women's Health Professions in Ontario
Tracey L. Adams, Ivy Lynn Bourgeault
2003· article· en· Women & Health· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
23
citations
affunlabeled
Challenging assumptions in obesity research
Elizabeth Sturgiss, Melanie Jay, Denise Campbell‐Scherer, Chris van Weel
2017· article· en· BMJ· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
Specialty Residency Training in Medical Nutrition Education
Mark H. DeLegge, Sharon A Alger-Mayer, Charles W. Van Way, Leah Gramlich
2010· article· en· Journal of Parenteral and Enteral Nutrition· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affunlabeled
Rethinking Obesity
Lee F. Monaghan, Emma Rich, Andrea E. Bombak
2022· book· en· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
22
citations
afffundno abstractunlabeled
OASIS: The Obesity Awareness and Insight Scale
Philip Gerretsen, Julia Kim, Parita Shah, Lena C. Quilty, Thushanthi Balakumar, Fernando Caravaggio +7 more
2018· article· en· Obesity Medicine· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
21
citations

How this was built: Screen · Findings · About