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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.

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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.

1,204 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 3 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.

affno abstractunlabeled
Towards a framework for evaluating and grading evidence in public health
Thomas Harder, Muna Abu Sin, Xavier Bosch‐Capblanch, B. Coignard, Helena de Carvalho Gomes, Phillippe Duclos +19 more
2015· article· en· Health Policy· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · metaresearch
30
citations
affunlabeled
Teaching Value in Academic Environments
Deborah Korenstein, Minal Kale, Wendy Levinson
2013· article· en· JAMA· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Promoting diagnostics as a global good
Catharina Boehme, Emma Hannay, Madhukar Pai
2021· article· en· Nature Medicine· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
29
citations
affno abstractgemma · stsgpt · no categorymodels split
The Virtues of Evidence
Erica Zarkovich, Ross Upshur
2002· article· en· Metamedicine· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Deliberate clinical inertia: Using meta‐cognition to improve decision‐making
Gerben Keijzers, Daniel M Fatovich, Diana Egerton‐Warburton, Louise Cullen, Ian Scott, Paul Glasziou +1 more
2018· article· en· Emergency Medicine Australasia· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
24
citations
affunlabeled
Implementing strategies to prevent infections in acute-care settings
Kavita K. Trivedi, Joshua K. Schaffzin, Valerie M. Deloney, Kathy Aureden, Ruth Carrico, Sylvia Garcia‐Houchins +10 more
2023· article· en· Infection Control and Hospital Epidemiology· Health Professions
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Choosing Wisely® in Preventive Medicine
Catherine J. Livingston, Randall J. Freeman, Amir Mohammad, Victoria C. Costales, Tisha M. Titus, Bart J. Harvey +1 more
2016· article· en· American Journal of Preventive Medicine· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
24
citations
afffundunlabeled
Cochrane Sustainable Healthcare: evidence for action on too much medicine
Minna Johansson, Lisa Bero, Xavier Bonfill, Matteo Bruschettini, Sarah Garner, Claire Glenton +10 more
2019· editorial· en· Cochrane Database of Systematic Reviews· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+research_integrity
24
citations
affno abstractunlabeled
Reducing routine inpatient blood testing
William K. Silverstein, Adina Weinerman, Karen Born, Cindy Dumba, Christopher Moriates
2022· article· en· BMJ· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
23
citations
aboutno affunlabeled
Publishing qualitative research in medical journals
Kalwant Sidhu, Roger Jones, Fiona Stevenson
2017· article· en· British Journal of General Practice· Health Professions
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+scholarly_communication
23
citations
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

How this was built: Screen · Findings · About