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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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Best Practice & Research Clinical Obstetrics & Gynaecology
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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.

122 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.
122 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 122 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 122 of 122 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
The significance and evolution of menstruation
John Jarrell
2018· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Abortion and human rights
Dorothy Shaw
2010· article· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Twin delivery
Jon Barrett, W.Knox Ritchie
2002· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Postpartum evaluation and long term implications
Tabassum Firoz, Tanya Melnik
2011· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
afffundno abstractunlabeled
Pathogenesis of bowel endometriosis
Paul J. Yong, Mohamed A. Bedaiwy, Fahad T. Alotaibi, Michael S. Anglesio
2020· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Management of cardiac arrest in pregnancy
Farida M. Jeejeebhoy, Rory Windrim
2014· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Valvular heart disease in pregnancy
Jonathan Windram, Jack M. Colman, Rachel M. Wald, Jacob A. Udell, Samuel C. Siu, Candice K. Silversides
2014· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Minimally invasive fetal therapy
Tim Van Mieghem, David Baud, Roland Devlieger, Liesbeth Lewi, Greg Ryan, Luc De Catte +1 more
2012· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Conservative surgical approach: The Triple P procedure
Ana Piñas-Carrillo, Edwin Chandraharan
2020· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Risk management in IVF
C Kennedy, David Mortimer
2007· article· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Health Professions
machine prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Delivery of the term twin
Jon Barrett
2004· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Confined placental mosaicism and genomic imprinting
Dagmar K. Kalousek, Michel Vekemans
2000· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Epidemiology of opioid use in pregnancy
Jocelynn L. Cook
2022· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Immunotherapy of gynecological cancers
Emad Matanes, Walter H. Gotlieb
2019· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Laparoscopically assisted vaginal radical hysterectomy
Michel Roy, Marie Plante, Marie‐Claude Renaud
2005· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Induction of labour in pregnant individuals with obesity
Rizwana Ashraf, Cynthia Maxwell, Rohan D’Souza
2021· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Methodological issues in infertility research
Salim Daya
2006· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · metaresearchconsensus · metaresearch
15
citations
affno abstractunlabeled
Future research and developments in hysteroscopy
François Closon, Togas Tulandi
2015· article· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Maternal medicine in the COVID era
Sophie Relph, Shakila Thangaratinam
2021· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Shoulder dystocia
Thomas F. Baskett
2002· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Place of Schauta’s radical vaginal hysterectomy
Michel Roy, Marie Plante
2011· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Management of fetal tumors
Sophie Masmejan, David Baud, Greg Ryan, Tim Van Mieghem
2019· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
machine prediction:candidate · noneconsensus · none
9
citations
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