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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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Journal of Clinical Epidemiology
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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.

1,510 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.
1,510 works in the cohort · of 4,299,418page 7 of 31

Labels cover 96 of 1,510 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 1,510 of 1,510 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Surveillance search techniques identified the need to update systematic reviews
Margaret Sampson, Kaveh G Shojania, Jessie McGowan, Raymond Daniel, Tamara Rader, Alla Iansavichene +3 more
2008· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch+insufficient_payload
86
citations
affaboutno abstractunlabeled
Canadian Acute Respiratory Illness and Flu Scale (CARIFS)
Benjamin Jacobs, Nancy L. Young, Paul T. Dick, Moshe Ipp, Regina Dutkowski, H. Dele Davies +4 more
2000· article· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
85
citations
affno abstractunlabeled
Evaluating the outcome of treatment
James G. Wright
2000· review· en· Journal of Clinical Epidemiology· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+insufficient_payload
85
citations
affno abstractunlabeled
Loss to follow-up in a longitudinal study on aging in Spain
Marı́a Victoria Zunzunegui, François Béland, Pilar Gutiérrez-Cuadra
2001· article· en· Journal of Clinical Epidemiology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
85
citations
afffundno abstractgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels agree
Flaws in the application and interpretation of statistical analyses in systematic reviews of therapeutic interventions were common: a cross-sectional analysis
Matthew J. Page, Douglas G. Altman, Joanne E. McKenzie, Larissa Shamseer, Nadera Ahmadzai, Dianna Wolfe +4 more
2017· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
85
citations
afffundno abstractunlabeled
Few systematic reviews exist documenting the extent of bias: a systematic review
Andrea C. Tricco, Jennifer Tetzlaff, Margaret Sampson, Dean Fergusson, Elise Cogo, Tanya Horsley +1 more
2008· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
82
citations
afffundno abstractunlabeled
A valid and reliable belief elicitation method for Bayesian priors
Sindhu R. Johnson, George Tomlinson, Gillian Hawker, John Granton, Haddas A. Grosbein, Brian M. Feldman
2009· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
80
citations
affno abstractunlabeled
Clinimetrics vs. psychometrics: an unnecessary distinction
David L. Streiner
2003· letter· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
80
citations
affno abstractunlabeled
Considering intellectual, in addition to financial, conflicts of interest proved important in a clinical practice guideline: a descriptive study
Elie A. Akl, Pierre El-Hachem, Hiba Abou‐Haidar, Ignacio Neumann, Holger J. Schünemann, Gordon Guyatt
2014· article· en· Journal of Clinical Epidemiology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch+research_integrity
77
citations
afffundno abstractunlabeled
A taxonomy of rapid reviews links report types and methods to specific decision-making contexts
Lisa Hartling, Jeanne‐Marie Guise, Elisabeth Kato, Johanna Anderson, Suzanne Belinson, Elise Berliner +10 more
2015· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad+research_integrity+insufficient_payload
77
citations
affno abstractunlabeled
Assessing equity in clinical practice guidelines
Antonio Miguel Limcaco Dans, Leonila F. Dans, Andrew D Oxman, Vivian Robinson, Joselito Acuin, Peter Tugwell +2 more
2007· review· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaresearch+research_integrity
76
citations
affno abstractunlabeled
The MethodologicAl STandards for Epidemiological Research (MASTER) scale demonstrated a unified framework for bias assessment
Jennifer Stone, Kathryn Glass, Justin Clark, Merel Ritskes‐Hoitinga, Zachary Munn, Peter Tugwell +1 more
2021· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad+research_integrity
76
citations
affno abstractunlabeled
Neyman's bias re-visited
Gerry Hill
2003· article· en· Journal of Clinical Epidemiology· Mathematics
distilled prediction:candidate · metaresearchconsensus · metaresearch
76
citations
afffundno abstractunlabeled
Simple randomization did not protect against bias in smaller trials
Tri‐Long Nguyen, Gary S. Collins, André Lamy, P.J. Devereaux, Jean‐Pierre Daurès, Paul Landais +1 more
2017· article· en· Journal of Clinical Epidemiology· Mathematics
distilled prediction:candidate · metaresearchconsensus · metaresearch
76
citations
afffundno abstractgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels agree
A third of systematic reviews changed or did not specify the primary outcome: a PROSPERO register study
Andrea C. Tricco, Elise Cogo, Matthew J. Page, Julie Polisena, Alison Booth, Kerry Dwan +5 more
2016· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
75
citations

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