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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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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.

1,259 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 5 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.

aboutno affno abstractunlabeled
Quebec's Bill 114.
2002· editorial· en· PubMed· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
9
citations
affunlabeled
The egocentric surgeon or the roots of wrong side surgery
J. W Senders, R. Kanzki
2008· letter· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · research_integrity
8
citations
affunlabeled
Fitness-to-practise concerns and preventative strategies
Ann Gallagher, Magdalena Zasada, Robert Jago, Zubin Austin, Sarah Banks, Grace Lucas +1 more
2018· article· en· Journal of Paramedic Practice· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
8
citations
venueaboutno affunlabeled
Surgical black box may sew up malpractice cases
Donalee Moulton
2015· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Challenging the cost of clinical negligence
Graham Howarth, Emma Hallinan
2016· editorial· en· South African Medical Journal· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
8
citations
affvenueunlabeled
Measuring the cost of adverse events in hospital
Lauren Lapointe‐Shaw, Chaim M. Bell
2019· letter· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
8
citations
affaboutunlabeled
Quality assurance and dental hygiene
Ben iacute tez Sonia E.
2003· article· en· International Journal of Dental Hygiene· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueno affno abstractunlabeled
Fee splitting in ophthalmology
Alex V. Levin, Anuradha Ganesh, Ahmed S Al-Busaidi
2011· review· en· Canadian Journal of Ophthalmology· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
7
citations
afffundvenueunlabeled
Decisional conflict in surgical patients: Should surgeons care?
Mélissa Roy, Christine B. Novak, David R. Urbach, Steven J. McCabe, Herbert P. von Schroeder, Karen Okrainec
2019· article· en· Canadian Journal of Surgery· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Medicolegal liability in pathology: an international perspective
Mark R. Wick, Elliott Foucar, Philip W. Allen, Venâncio Avancini Ferreira Alves, Jóhannes Björnsson, Fred T. Bosman +13 more
2007· article· en· Seminars in Diagnostic Pathology· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Therapeutic Jurisprudence in Health Research
Priscilla Ferrazzi, Terry Krupa
2014· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
7
citations
affno abstractunlabeled
Disclosure Of Errors
Jawahar Kalra, K. Lorne Massey, Amith Mulla
2004· letter· en· Health Affairs· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
7
citations
aboutno affunlabeled
Medicinal Product Liability and Regulation
Richard Goldberg
2013· book· en· Hart Publishing eBooks· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Medicolegal causal analysis
Michel Lacerte, Pierre Forcier
2002· review· en· Physical Medicine and Rehabilitation Clinics of North America· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
7
citations
afffundaboutunlabeled
Dimensions of Patient Safety Culture in Family Practice
Luz Palacios‐Derflingher, Maeve O’Beirne, Pam D Sterling, Karen Zwicker, Brianne Harding, Ann Casebeer
2010· article· en· Healthcare Quarterly· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
7
citations
venueaboutno affunlabeled
The Uncertain Duty of the Expert Witness
Paul Michell, Renu Mandhane
2005· article· en· Alberta Law Review· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
Fault/no fault: bearing the brunt of medical mishaps
A. Silversides
2008· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
affaboutunlabeled
US has most reports of medical errors
Barbara Kermode-Scott
2005· article· en· BMJ· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
6
citations
aboutno affno abstractunlabeled
Surgical safety checklists in ontario, Canada.
Thomas G. Weiser, Thomas M. Krummel
2014· article· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations

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