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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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Health disparities and outcomes
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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.

4,167 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.
4,167 works in the cohort · of 4,299,418page 4 of 84

Labels cover 28 of 4,167 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 4,167 of 4,167 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Social vulnerability indices: a scoping review
Jasmine Mah, Jodie Lynn Penwarden, Henrique Pott, Olga Theou, Melissa K. Andrew
2023· review· en· BMC Public Health· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
195
citations
aboutno affunlabeled
Race Differentials in Obesity: The Impact of Place
Jarron M. Saint Onge, Richard G. Rogers, Justin T. Denney
2005· article· en· Journal of Health and Social Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
183
citations
aboutno affgemma · metaresearchgpt · no categorymodels split
Positive Epidemiology?
Tyler J. VanderWeele, Ying Chen, Katelyn Long, Eric S. Kim, Claudia Trudel‐Fitzgerald, Laura D. Kubzansky
2019· article· en· Epidemiology· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
179
citations
fundno affunlabeled
Physical health and depressive symptoms in older Europeans
Arjan W. Braam, Martin Prince, Aartjan T.F. Beekman, Philippe Delespaul, Michael Dewey, Sandra W. Geerlings +13 more
2005· article· en· The British Journal of Psychiatry· Social Sciences
distilled prediction:candidate · noneconsensus · none
176
citations
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How this was built: Screen · Findings · About