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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 8 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.

aboutno affunlabeled
Zu viele Herzkatheteruntersuchungen in Deutschland?
Martin Gottwik, Uwe Zeymer, Sid J. Schneider, Jochen Senges
2003· article· de· DMW - Deutsche Medizinische Wochenschrift· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
7
citations
afffundaboutunlabeled
Low-value clinical practices in injury care: a scoping review protocol
Lynne Moore, Khadidja Malloum Boukar, Pier‐Alexandre Tardif, Henry T. Stelfox, Howard R. Champion, Peter Cameron +7 more
2017· review· en· BMJ Open· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
6
citations
affunlabeled
How Do We Align Health Services Research and Quality Improvement?
Devika Das, Lalan S. Wilfong, Katherine Enright, Gabrielle B. Rocque
2020· review· en· American Society of Clinical Oncology Educational Book· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
6
citations
affunlabeled
Too Much Cancer Care?
Moriah Ellen, Saritte Perlman, Ruth Shach
2020· article· en· Cancer Nursing· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Renaissance or reformation for evidence based medicine?
Jonathan Fuller, Luis J. Flores, Ross Upshur, Maya J. Goldenberg
2014· letter· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
6
citations
affunlabeled
The “problem(s)” with quality improvement in health care
Mathew Mercuri
2019· letter· en· Journal of Evaluation in Clinical Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch+research_integrity
6
citations
affvenueno abstractunlabeled
Choosing Wisely
Douglas Urness, Naomi J. Parker, Mark Rapoport, T. Christopher Wilkes
2016· article· en· The Canadian Journal of Psychiatry· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Choosing wisely in burn care
Alan D. Rogers, André Carlos Kajdacsy-Balla Amaral, Robert Cartotto, Anwar Khatib, Robert Fowler, Sarvesh Logsetty +6 more
2021· article· en· Burns· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
afffundaboutunlabeled
Low value cardiac testing and Choosing Wisely
R. Sacha Bhatia, Wendy Levinson, Douglas S. Lee
2014· letter· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
6
citations
affunlabeled
Making Wise Choices in Health Provision
Moriah Ellen, Einav Horowitz
2017· article· en· Journal of Nursing Care Quality· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Why Clinical Physiology Remains Vital in the Modern Era
Denis E. O’Donnell, J. Alberto Neder
2019· editorial· en· Clinics in Chest Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
6
citations
venueaboutno affunlabeled
Choosing Wisely Canada recommendations
Lenora Brace
2021· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
affaboutno abstractunlabeled
Choosing Wisely Canada's emergency medicine recommendations: Time for a revision
Amy Cheng, Sam Campbell, Lucas B. Chartier, Shawn Dowling, Tom Goddard, Sophie Gosselin +7 more
2019· review· en· Canadian Journal of Emergency Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Forewarning Artificial Intelligence about Cognitive Biases
Jonathan Wang, Donald A. Redelmeier
2025· article· en· Medical Decision Making· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Choosing wisely and preoperative hemoglobin A1c testing: what should it mean?
Thomas C. Mutter, Gregory L. Bryson
2016· editorial· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow+research_integrity
5
citations
aboutno affunlabeled
Medical colleges: whose purpose, if any, do they serve?
Des Gorman
2017· editorial· en· Internal Medicine Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
5
citations

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