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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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Cochrane Database of Systematic Reviews
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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.

1,738 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.
1,738 works in the cohort · of 4,299,418page 2 of 35

Labels cover 70 of 1,738 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 1,738 of 1,738 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.

affunlabeled
School-based programmes for preventing smoking
Roger Thomas, Julie McLellan, Rafael Perera
2013· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
610
citations
afffundunlabeled
Industry sponsorship and research outcome
Andreas Lundh, Sergio Sismondo, Joel Lexchin, Octavian A Busuioc, Lisa Bero
2012· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · metaresearchconsensus · none
605
citations
affunlabeled
Exercises for mechanical neck disorders
Anita Gross, Theresa Kay, Jean-Philippe Paquin, Samuel Blanchette, P. Lalonde, Trevor Christie +9 more
2015· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
601
citations
affunlabeled
Exercise for treating fibromyalgia syndrome
Angela J Busch, Karen A R Barber, Tom J. Overend, Paul M. Peloso, Candice L Schachter
2007· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
598
citations
affRetractiongemma · no categorygpt · no categorymodels agree
Immunotherapy for advanced renal cell cancer
Chris Coppin, Franz Porzsolt, Michael Autenrieth, Julia Kumpf, Andrew J. Coldman, Timothy J Wilt
2004· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
594
citations
affunlabeled
Acetaminophen for osteoarthritis
Tanveer Towheed, Lara Maxwell, Maria Judd, Michelle Catton, Marc C. Hochberg, George A. Wells
2006· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
562
citations
affunlabeled
Daily oral iron supplementation during pregnancy
Juan Pablo Peña‐Rosas, Luz Maria De‐Regil, Maria Nieves García‐Casal, Therese Dowswell
2015· article· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
558
citations
affunlabeled
Lay health workers in primary and community health care
Simon Lewin, Judy Dick, Philip Pond, Merrick Zwarenstein, Godwin N. Aja, Brian van Wyk +2 more
2005· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Interventions for enhancing medication adherence
R. Brian Haynes, Xiaomei Yao, A. Degani, Sunil Kripalani, Amit X. Garg, HP McDonald
2005· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
517
citations
afffundunlabeled
Biologics for rheumatoid arthritis: an overview of Cochrane reviews
Jasvinder A. Singh, Robin Christensen, George A. Wells, María E. Suarez‐Almazor, Rachelle Buchbinder, María A. López-Olivo +2 more
2009· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
471
citations
afffundunlabeled
Massage for low-back pain
Andrea D Furlan, Mario Giraldo, Amanda Baskwill, Emma Irvin, Marta Imamura
2015· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
468
citations
affunlabeled
Skin-to-skin care for procedural pain in neonates
Céleste Johnston, Marsha Campbell‐Yeo, Timothy Disher, Britney Benoit, Ananda Fernandes, David L. Streiner +2 more
2017· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
439
citations
fundno affunlabeled
Psychological therapies for people with borderline personality disorder
Ole Jakob Storebø, Jutta Stoffers‐Winterling, Birgit Vӧllm, Mickey Kongerslev, Jessica T. Mattivi, Mie Sedoc Jørgensen +6 more
2020· review· en· Cochrane Database of Systematic Reviews· Psychology
machine prediction:candidate · noneconsensus · none
431
citations
aboutno affunlabeled
Cultural competence education for health professionals
Lidia Horvat, Dell Horey, Panayiota Romios, John Kis‐Rigo
2014· review· en· Cochrane Database of Systematic Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
430
citations
affunlabeled
Energy and protein intake in pregnancy
Michael S. Kramer, Ritsuko Kakuma
2003· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
426
citations
affRetractionunlabeled
Anticonvulsant drugs for acute and chronic pain
Philip J Wiffen, Sally Collins, Henry J McQuay, Dawn Carroll, Alejandro R. Jadad, R Andrew Moore
2005· review· en· Cochrane Database of Systematic Reviews
machine prediction:candidate · noneconsensus · none
391
citations
affunlabeled
Corticosteroids for Bell's palsy (idiopathic facial paralysis)
Vishnu Madhok, Ildikó Gágyor, Fergus Daly, Dhruvashree Somasundara, Michael Sullivan, Fiona Gammie +1 more
2016· review· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
386
citations
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