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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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Seminars in Perinatology
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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.

107 results · 1 filter active ·
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20012025
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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.
107 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 107 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 107 of 107 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Enhanced monitoring during neonatal resuscitation
Georg M. Schmölzer, Colin J. Morley, Omar C.O.F. Kamlin
2019· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
afffundno abstractunlabeled
Breech vaginal delivery at or near term
Modupe Tunde‐Byass, Mary E. Hannah
2003· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
affno abstractunlabeled
Antithrombotic therapy during pregnancy
Wee‐Shian Chan, Sanjeev Chunilal, Jeffrey S. Ginsberg
2001· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Neonatal outreach simulation
Bobbi J. Byrne, Deepak Manhas
2016· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Thromboembolism in the Obese Pregnant Woman
Fiona Liston, Gregory Davies
2011· article· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Virtual simulations for neonatal education
Rachel Umoren, Georg M. Schmölzer
2023· article· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Antenatal corticosteroids for preterm birth
Kellie E. Murphy, Fariba Aghajafari, Mary Hannah
2001· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
Care in pregnancy after stillbirth
Alexander Heazell, Rebecca Barron, Megan E. Fockler
2023· article· en· Seminars in Perinatology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Pain medication use during pregnancy
Rebecca Nunge, Anthony Kendle, Sura Alwan
2025· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
NIPPV vs CPAP: Lessons from meta-analyses
Marc‐Olivier Deguise, Brigitte Lemyre
2025· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
afffundno abstractunlabeled
Managing moral distress and complex ethical challenges in the NICU
Béatrice Boutillier, Audrey Larone Juneau, Martin Reichherzer, Christine Tremblay, Annie Janvier
2025· review· en· Seminars in Perinatology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
3
citations
affno abstractunlabeled
Perinatal decision making as a decision scientist
Barry Dewitt
2025· review· en· Seminars in Perinatology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
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