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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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Healthcare cost, quality, practices
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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.

1,204 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.
1,204 works in the cohort · of 4,299,418page 4 of 25

Labels cover 31 of 1,204 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 1,204 of 1,204 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Assessing evidence in public health: the added value of GRADE
Belinda Burford, EA Rehfuess, Holger J. Schünemann, Elie A. Akl, Elizabeth Waters, Rebecca Armstrong +3 more
2012· article· en· Journal of Public Health· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
22
citations
affunlabeled
How policy informs the evidence
Arminée Kazanjian
2001· letter· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
21
citations
affunlabeled
Overuse or underuse of MRI scanners in private radiology centers in Tehran
Soheil Saadat, Seyed Mohammad Ghodsi, Kavous Firouznia, Mahyar Etminan, Khadijeh Goudarzi, Kourosh Holakouie Naieni
2008· article· en· International Journal of Technology Assessment in Health Care· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
21
citations
venueno affunlabeled
Choosing Wisely around the world
Lauren Vogel
2015· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
21
citations
affgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Research Integrity definitions and challenges
Anna Catharina Vieira Armond, Kelly D. Cobey, David Moher
2024· article· en· Journal of Clinical Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
21
citations
affno abstractunlabeled
Top-down and bottom-up approaches to low-value care
Andrea M. Patey, Christine Soong
2022· letter· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
21
citations
afffundunlabeled
Engaging people with lived experience in the grant review process
Katherine Rittenbach, Candice G. Horne, Terence O’Riordan, Allison Bichel, Nicholas Mitchell, Adriana M. Fernandez Parra +1 more
2019· article· en· BMC Medical Ethics· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
21
citations
afffundno abstractgemma · no categorygpt · no categorymodels agree
Availability of essential diagnostics in primary care in India
Mikashmi Kohli, Kāmini Walia, Sumit Mazumdar, Catharina Boehme, Zachary Katz, Madhukar Pai
2018· letter· en· The Lancet Infectious Diseases· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
21
citations
affunlabeled
Screening for depression and anxiety in general practice
Brett D. Thombs, Sarah Markham, Danielle B. Rice, Roy C. Ziegelstein
2023· editorial· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
20
citations
afffundunlabeled
Low-Value Surgical Procedures in Low- and Middle-Income Countries
Loai Albarqouni, Eman Abukmail, Majdeddin MohammedAli, Sewar Elejla, Mohamed Abuelazm, Hosam Shaikhkhalil +22 more
2023· article· en· JAMA Network Open· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
affunlabeled
Treating real people: Science and humanity
Michael Loughlin, Mathew Mercuri, Alexandra Pârvan, Samantha Copeland, Mark R. Tonelli, Stephen Buetow
2018· editorial· en· Journal of Evaluation in Clinical Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
20
citations
affunlabeled
Which patients to include in the analysis?
Regina Kunz, Gordon Guyatt
2006· editorial· en· Transfusion· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
18
citations
affno abstractunlabeled
Maintenance of Certification in Internal Medicine
Wendy Levinson, Eric S. Holmboe
2011· article· en· Archives of Internal Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affunlabeled
Choosing Wisely in pediatric healthcare: A narrative review
Sandra Trapani, Alessandra Montemaggi, Giuseppe Indolfi
2023· review· en· Frontiers in Pediatrics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
18
citations
affno abstractunlabeled
Educating primary healthcare providers about kidney disease
Aminu K. Bello, David W. Johnson
2021· review· en· Nature Reviews Nephrology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
17
citations
affaboutunlabeled
Validation of Quality Indicators Targeting Low-Value Trauma Care
Lynne Moore, Mélanie Berube, Pier‐Alexandre Tardif, François Lauzier, Alexis F. Turgeon, Peter Cameron +16 more
2022· article· en· JAMA Surgery· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Opportunities for Patient-centered Outcomes Research in Radiology
Matthew E. Zygmont, Diana L. Lam, Kristina M. Nowitzki, Kirsteen R. Burton, Leon Lenchik, Tatum A. McArthur +2 more
2015· article· en· Academic Radiology· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · research_integrity
17
citations
affunlabeled
Cooperate! A paradigm shift for health equity
Wei-Ching Chang, Joy Fraser
2017· review· en· International Journal for Equity in Health· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
17
citations

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