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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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Pregnancy and preeclampsia studies
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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
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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.

3,744 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.
3,744 works in the cohort · of 4,299,418page 8 of 75

Labels cover 13 of 3,744 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 3,744 of 3,744 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Impact of preeclampsia on cognitive function in the offspring
Matthew T. Rätsep, Andrew F. Hickman, Brandon Maser, Jessica Pudwell, Graeme N. Smith, Donald C. Brien +5 more
2016· article· en· Behavioural Brain Research· Medicine
distilled prediction:candidate · noneconsensus · none
83
citations
affno abstractunlabeled
Variety in placental shape: When does it originate?
C.M. Salafia, Michael Yampolsky, A. Shlakhter, Danielle Mandel, Nadav Schwartz
2012· article· en· Placenta· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
affunlabeled
Trophoblast turnover in health and disease
Berthold Huppertz, Peter Kaufmann, John‏ Kingdom
2002· article· en· Fetal and Maternal Medicine Review· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations
afffundaboutunlabeled
Risk Factors for High and Low Placental Weight
Helen McNamara, Jennifer A. Hutcheon, Robert W. Platt, Alice Benjamin, Michael S. Kramer
2013· article· en· Paediatric and Perinatal Epidemiology· Medicine
distilled prediction:candidate · noneconsensus · none
80
citations
afffundaboutunlabeled
Role of nutrition in the risk of preeclampsia
Hairong Xu, Bryna Shatenstein, Zhong‐Cheng Luo, Shu Qin Wei, William D. Fraser
2009· review· en· Nutrition Reviews· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
affvenueno abstractunlabeled
The Prediction of Adverse Maternal Outcomes in Preeclampsia
Peter von Dadelszen, Laura A. Magee, Rajashree M. Devarakonda, Trevor J. Hamilton, Laurie Ainsworth, Ruihua Yin +6 more
2004· article· en· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · noneconsensus · none
75
citations

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