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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.

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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 2 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.

afffundvenueaboutno abstractunlabeled
The Public Health Burden of Obesity in Canada
Ian Janssen
2013· review· en· Canadian Journal of Diabetes· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
123
citations
afffundunlabeled
Blame, Shame, and Lack of Support
Sara Kirk, Sheri Price, Tarra L. Penney, Laurene Rehman, Renée Lyons, Helena Piccinini‐Vallis +3 more
2014· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
122
citations
venueno affno abstractunlabeled
Understanding Weight Stigmatization: A Focus Group Study
Nicole H.F. Cossrow, Robert W. Jeffery, Maureen T. McGuire
2001· article· en· Journal of Nutrition Education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
118
citations
afffundunlabeled
Positioning of Weight Bias: Moving towards Social Justice
Sarah Nutter, Shelly Russell‐Mayhew, Angela S. Alberga, Nancy Arthur, Anusha Kassan, Darren E. Lund +2 more
2016· review· en· Journal of Obesity· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
115
citations
afffundno abstractunlabeled
Weight Bias in Educational Settings: a Systematic Review
Sarah Nutter, Alana Ireland, Angela S. Alberga, Isabel Brun, Danielle Lefebvre, Alix Hayden +1 more
2019· review· en· Current Obesity Reports· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
110
citations
afffundunlabeled
Weight bias: a call to action
Angela S. Alberga, Shelly Russell‐Mayhew, Kristin M. von Ranson, Lindsay McLaren
2016· article· en· Journal of Eating Disorders· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
106
citations
afffundunlabeled
Running on empty: a review of nutrition and physicians' well-being
Maryam Hamidi, Miranda K. Boggild, Angela M. Cheung
2016· review· en· Postgraduate Medical Journal· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
99
citations
fundno affunlabeled
Seasonal Variation of Glycemic Control in Type 2 Diabetic Patients
Hajime Ishii, Hodaka Suzuki, Tsuneharu Baba, Keiko Nakamura, Tsuyoshi Watanabe
2001· letter· en· Diabetes Care· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
97
citations
afffundunlabeled
Obesity, Complexity, and the Role of the Health System
Sarah Frood, Lee M. Johnston, Carrie Matteson, Diane T. Finegood
2013· review· en· Current Obesity Reports· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
96
citations
fundno affunlabeled
Lay Theories of Obesity Predict Actual Body Mass
Brent McFerran, Anirban Mukhopadhyay
2013· article· en· Psychological Science· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
90
citations
affaboutunlabeled
Alcohol, Tobacco and Obesity: morality, mortality and the new public health
Kirsten Bell, Darlene McNaughton, Amy Salmon
2011· book· en· ResearchOnline at James Cook University (James Cook University)· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity
85
citations
affno abstractunlabeled
Time for a new obesity narrative
Johanna Ralston, Hannah Brinsden, Kent Buse, Vanessa Candeias, Ian D. Caterson, Trevor Hassell +11 more
2018· article· en· The Lancet· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
83
citations
affno abstractunlabeled
Why BMI is flawed — and how to redefine obesity
McKenzie Prillaman
2023· article· en· Nature· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
81
citations
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