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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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Medical Malpractice and Liability Issues
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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
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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.

1,259 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.
1,259 works in the cohort · of 4,299,418page 1 of 26

Labels cover 3 of 1,259 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 1,259 of 1,259 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Disclosing Harmful Medical Errors to Patients
Thomas H. Gallagher, David M. Studdert, Wendy Levinson
2007· review· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
400
citations
affunlabeled
The Prevalence of Wrong Level Surgery Among Spine Surgeons
Milan G. Mody, Ali Nourbakhsh, Daniel L. Stahl, Mark Gibbs, Mohammad Alfawareh, Kim J. Garges
2008· article· en· Spine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
220
citations
aboutno affunlabeled
The Checklist Conundrum
Lucian L. Leape
2014· letter· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
175
citations
aboutno affunlabeled
Achieving the National Quality Forum's “Never Events”
Robert K. Michaels, Martin A. Makary, Yasser Dahab, Frank J. Frassica, Eugenie S. Heitmiller, Lisa Rowen +3 more
2007· review· en· Annals of Surgery· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
152
citations
affunlabeled
The Epidemiology of Major Joint Contractures
Dean Fergusson, Brian Hutton, Andrea Drodge
2006· review· en· Clinical Orthopaedics and Related Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts+research_integrity
130
citations
aboutno affunlabeled
Physicians’ Views On Quality Of Care: A Five-Country Comparison
Robert J. Blendon, Cathy Schoen, Karen Donelan, Robin Osborn, Catherine M. DesRoches, Kimberly Scoles +3 more
2001· article· en· Health Affairs· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
118
citations
affunlabeled
Content analysis of patient complaints
T Montini, A. A. Noble, Henry T. Stelfox
2008· article· en· International Journal for Quality in Health Care· Health Professions
distilled prediction:candidate · noneconsensus · none
96
citations
affunlabeled
Talking with Patients about Other Clinicians' Errors
Thomas H. Gallagher, Michelle M. Mello, Wendy Levinson, Matthew K. Wynia, Ajit K. Sachdeva, Lois Snyder Sulmasy +9 more
2013· article· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
Patient safety and quality in healthcare
Ebin J Arries
2014· editorial· en· Nursing Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
79
citations
affunlabeled
HARVARD MEDICAL PRACTICE STUDY
G. Ross Baker
2004· article· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
61
citations
affunlabeled
Model forensic science
Gary Edmond, Bryan Found, Kristy A. Martire, Kaye N. Ballantyne, David Hamer, Rachel A Searston +13 more
2016· article· en· Australian Journal of Forensic Sciences· Health Professions
distilled prediction:candidate · stsconsensus · none
61
citations
affunlabeled
Will Tort Reform Bend the Cost Curve? Evidence from Texas
Myungho Paik, Bernard S. Black, David A. Hyman, Charles Silver
2012· article· en· Journal of Empirical Legal Studies· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
54
citations
affunlabeled
Patient Safety: A Consumer’s Perspective
Richard Hovey, Mitchell L. Dvorak, Tessa Burton, Sherry Worsham, James L. Padilla, Martin J. Hatlie +1 more
2011· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
52
citations
affno abstractunlabeled
Quality Improvement Guidelines for Preventing Wrong Site, Wrong Procedure, and Wrong Person Errors: Application of the Joint Commission “Universal Protocol for Preventing Wrong Site, Wrong Procedure, Wrong Person Surgery” to the Practice of Interventional Radiology
John F. Angle, Albert A. Nemcek, Alan M. Cohen, Donald L. Miller, Clement J. Grassi, Horacio D’Agostino +9 more
2008· article· en· Journal of Vascular and Interventional Radiology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
47
citations
affunlabeled
Contemporaneous assessment of testamentary capacity
Kenneth I. Shulman, Carmelle Peisah, Robin Jacoby, Jeremia Heinik, Sanford I. Finkel
2009· article· en· International Psychogeriatrics· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations

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