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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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American Journal of Preventive Medicine
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Retraction
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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.

321 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.
321 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 321 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 321 of 321 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Exercise treatment for depression
Andrea L. Dunn, Madhukar H. Trivedi, Camillia G. Clark, Heather Chambliss
2004· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1,202
citations
affno abstractunlabeled
Social Capital and Health
Takeo Fujiwara, Ichiro Kawachi
2008· article· en· American Journal of Preventive Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
937
citations
affno abstractunlabeled
Adults' Sedentary Behavior
Neville Owen, Takemi Sugiyama, Elizabeth Eakin, Paul A. Gardiner, Mark S. Tremblay, James F. Sallis
2011· article· en· American Journal of Preventive Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
884
citations
affunlabeled
Sickle Cell Disease in Africa
Scott D. Grosse, Isaac Odame, Hani K. Atrash, Djesika Amendah, Frédéric B. Piel, Thomas N. Williams
2011· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
706
citations
afffundno abstractunlabeled
Electronic Nicotine Delivery Systems
Sarah E. Adkison, Richard J. O’Connor, Maansi Bansal‐Travers, Andrew Hyland, Hua‐Hie Yong, K. Michael Cummings +4 more
2013· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
691
citations
affno abstractunlabeled
The Descriptive Epidemiology of Sitting
Adrian Bauman, Barbara E. Ainsworth, James F. Sallis, María Hagströmer, Cora L. Craig, Fiona Bull +4 more
2011· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
598
citations
affno abstractunlabeled
Global Variability in Fruit and Vegetable Consumption
Justin N. Hall, Spencer Moore, Sam Harper, John Lynch
2009· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
597
citations
afffundno abstractunlabeled
Adult Sedentary Behavior
Ryan E. Rhodes, Rachel Mark, Cara P. Temmel
2012· review· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
485
citations
affno abstractunlabeled
Text and Graphic Warnings on Cigarette Packages
David Hammond, Geoffrey T. Fong, Ron Borland, K. Michael Cummings, Ann McNeill, Pete Driezen
2007· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
436
citations
affno abstractunlabeled
Infodemiology and Infoveillance
Günther Eysenbach
2011· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
431
citations
affno abstractunlabeled
Systems Thinking to Improve the Public's Health
Scott J. Leischow, Allan Best, William M. K. Trochim, Pamela I. Clark, Richard S. Gallagher, Stephen E. Marcus +1 more
2008· article· en· American Journal of Preventive Medicine· Decision Sciences
machine prediction:candidate · noneconsensus · none
411
citations
afffundno abstractunlabeled
Financial Incentives for Exercise Adherence in Adults
Marc Mitchell, Jack M. Goodman, David A. Alter, Leslie K. John, Paul Oh, Maureen Pakosh +1 more
2013· review· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
310
citations
affno abstractunlabeled
School-Based Health Centers to Advance Health Equity
John A. Knopf, Ramona Finnie, Yinan Peng, Robert A. Hahn, Benedict I. Truman, Mary Vernon‐Smiley +7 more
2016· review· en· American Journal of Preventive Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
236
citations
affno abstractunlabeled
Predictors of the Onset of Cigarette Smoking
Robert J. Wellman, Erika N. Dugas, Hartley Dutczak, Erin K. O’Loughlin, Geetanjali D. Datta, Béatrice Lauzon +1 more
2016· review· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
229
citations
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
machine prediction:candidate · noneconsensus · none
214
citations
affno abstractunlabeled
Obesogenic Neighborhood Environments, Child and Parent Obesity
Brian E. Saelens, James F. Sallis, Lawrence D. Frank, Sarah C. Couch, Chuan Zhou, Trina Colburn +3 more
2012· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
200
citations
affno abstractunlabeled
Utilitarian Bicycling
Meghan Winters, Melissa C. Friesen, Mieke Koehoorn, Kay Teschke
2006· article· en· American Journal of Preventive Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
191
citations
afffundaboutno abstractunlabeled
Spatial Classification of Youth Physical Activity Patterns
Daniel Rainham, Christopher J. Bates, Chris M. Blanchard, Trevor Dummer, Sara Kirk, Cindy Shearer
2012· article· en· American Journal of Preventive Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
189
citations
afffundaboutno abstractunlabeled
Use of a New Public Bicycle Share Program in Montreal, Canada
Daniel Fuller, Lise Gauvin, Yan Kestens, Mark Daniel, Michel Fournier, Patrick Morency +1 more
2011· article· en· American Journal of Preventive Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
189
citations
affno abstractunlabeled
Dietary Assessment in Food Environment Research
Sharon I. Kirkpatrick, Jill Reedy, Eboneé N. Butler, Kevin W. Dodd, Amy F. Subar, Frances E. Thompson +1 more
2013· review· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
140
citations

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