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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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Maternal Mental Health During Pregnancy and Postpartum
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.

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.

3,503 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.
3,503 works in the cohort · of 4,299,418page 2 of 71

Labels cover 20 of 3,503 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 3,503 of 3,503 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundaboutno affunlabeled
Postpartum depression in India: a systematic review and meta-analysis
Ravi Prakash Upadhyay, Ranadip Chowdhury, Asiyeh Salehi, Kaushik Sarkar, Sunil Kumar Singh, Bireshwar Sinha +3 more
2017· review· en· Bulletin of the World Health Organization· Medicine
distilled prediction:candidate · noneconsensus · none
351
citations
affno abstractunlabeled
Postpartum psychiatric disorders
Samantha Meltzer‐Brody, Louise M. Howard, Veerle Bergink, Simone N. Vigod, Ian Jones, Trine Munk‐Olsen +2 more
2018· review· en· Nature Reviews Disease Primers· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
332
citations
affno abstractunlabeled
Depression during Pregnancy
Heather A. Bennett, Adrienne Einarson, Anna Taddio, Gideon Koren, Thomas R. Einarson
2004· article· en· Clinical Drug Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
313
citations
affaboutunlabeled
Pregnancy Outcome of Women Using Atypical Antipsychotic Drugs
Kate McKenna, Gideon Koren, Maria Tetelbaum, Lynda Wilton, Saad Shakir, Orna Diav‐Citrin +3 more
2005· article· en· The Journal of Clinical Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
313
citations
aboutno affunlabeled
Maternal depression and child development
AC Bernard‐Bonnin
2004· article· en· Paediatrics & Child Health· Medicine
distilled prediction:candidate · noneconsensus · none
308
citations
afffundno abstractunlabeled
Pregnancy-related anxiety: A concept analysis
Hamideh Bayrampour, Elena Ali, Deborah McNeil, Karen Benzies, Glenda MacQueen, Suzanne Tough
2015· review· en· International Journal of Nursing Studies· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
271
citations

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