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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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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.

2,180 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.
2,180 works in the cohort · of 4,299,418page 10 of 44

Labels cover 3 of 2,180 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 2,180 of 2,180 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Nutritional Intervention in COPD
Ivone Ferreira, Dina Brooks, Yves Lacasse, Roger Goldstein
2001· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
80
citations
affno abstractunlabeled
Asthma-COPD Overlap
Clarus Leung, Don D. Sin
2021· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
80
citations
affno abstractunlabeled
Pleural Effusions Following Cardiac Surgery
Moujahed Labidi, Richard Baillot, Brigitte Dionne, Yves Lacasse, François Maltais, Louis‐Philippe Boulet
2009· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
79
citations
affno abstractunlabeled
Critical Care Rationing
Timothy W. Evans, Stefano Nava, Guillermo Vázquez Mata, Bertrand Guidet, Elisa Estenssoro, Robert Fowler +3 more
2011· review· en· CHEST Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
79
citations
affno abstractunlabeled
Occupational Asthma and Work-Exacerbated Asthma
Marlene Santos, Hyejung Jung, Javad Peyrovi, Wendy Lou, Gary M. Liss, Susan M. Tarlo
2007· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
afffundno abstractunlabeled
Sleep Apnea and the Kidney
Patrick J. Hanly, Sofia B. Ahmed
2014· review· en· CHEST Journal· Medicine
distilled prediction:candidate · research_integrityconsensus · none
78
citations
affno abstractunlabeled
Matrix Metalloproteinases and Protein Tyrosine Kinases
Yael Aschner, Rachel L. Zemans, Cory Yamashita, Gregory P. Downey
2014· review· en· CHEST Journal· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
78
citations
affno abstractunlabeled
Staffing in ICUs
Allan Garland, Hayley B. Gershengorn
2013· review· en· CHEST Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
78
citations
affno abstractunlabeled
Mediastinal Transthoracic Needle and Core Lymph Node Biopsy
Joseph B. Zwischenberger, Clare Savage, Scott K. Alpard, Carryn M. Anderson, Santiago Marroquin, Brian Goodacre
2002· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
78
citations
affno abstractunlabeled
Radiologic Outcomes at 5 Years After Severe ARDS
M. Elizabeth Wilcox, Demetris Patsios, Grainne Murphy, Paul Kudlow, Narinder Paul, Catherine M. Tansey +4 more
2013· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
78
citations
affno abstractunlabeled
Effect of Air Filtration Systems on Asthma
Ellen McDonald, Toni Newman, Lauren E. Griffith, Gerard Cox, Gordon Guyatt
2002· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
afffundno abstractunlabeled
Routine Frailty Screening in Critical Illness
Jai N. Darvall, Rinaldo Bellomo, Eldho Paul, Michael Bailey, Paul J. Young, Alice Reid +2 more
2021· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
77
citations
afffundno abstractunlabeled
Mycobacterium tuberculosis Septic Shock
Shravan Kethireddy, R. Bruce Light, Yazdan Mirzanejad, Dennis G. Maki, Yaseen M. Arabi, Stephen E. Lapinsky +4 more
2013· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
75
citations
afffundno abstractunlabeled
Ten-Year Trends in Direct Costs of COPD
Amir Khakban, Don D. Sin, J. Mark FitzGerald, Raymond T. Ng, Zafar Zafarí, Bruce M. McManus +3 more
2015· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Is Quadriceps Endurance Reduced in COPD?
Rachael A Evans, Eric Kaplovitch, Marla Beauchamp, Thomas E. Dolmage, Roger Goldstein, Clare Gillies +2 more
2014· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
74
citations

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