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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.

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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 17 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
Medical Futility
Cheryl Misak, Douglas White, Robert D. Truog
2014· review· en· CHEST Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
36
citations
affno abstractunlabeled
Better With Ultrasound
Vincent Lau, Atul Jaidka, Katie Wiskar, Justin Tang, Seth Koenig, Scott J. Millington +1 more
2019· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Red Blood Cell Transfusion in Critically Ill Adults
Angel Coz Yataco, Israa Soghier, Paul C. Hébert, Emilie P. Belley‐Côté, Margaret Disselkamp, David Flynn +9 more
2024· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
afffundno abstractunlabeled
Better With Ultrasound
Scott J. Millington, Seth Koenig
2018· review· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Operational Definitions Related to Pediatric Ventilator Liberation
Samer Abu‐Sultaneh, Narayan P. Iyer, Analía Fernández, Michael Gaies, Sebastián González‐Dambrauskas, Justin Hotz +24 more
2022· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affno abstractunlabeled
Essential Components of an Interstitial Lung Disease Clinic
Bridget A. Graney, Christophe He, Michael Marll, Scott M. Matson, Pauline Bianchi, Gregory P. Cosgrove +52 more
2020· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affno abstractunlabeled
Lung Imaging in COPD Part 1
Suhail Raoof, Manav Shah, Barry J. Make, Hassan Allaqaband, Russell P. Bowler, Shannon M. Fernando +17 more
2023· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
35
citations
affno abstractunlabeled
Management of Indwelling Tunneled Pleural Catheters
Christopher R. Gilbert, Momen M. Wahidi, Richard W. Light, M. Patricia Rivera, Daniel H. Sterman, Rajesh Thomas +19 more
2020· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
Stroke Volume Determination by Echocardiography
Michael Sattin, Zain Burhani, Atul Jaidka, Scott J. Millington, Robert Arntfield
2022· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
β-Blockers in COPD
François Maltais, Roland Buhl, Andrea Koch, Valeria C. Amatto, Jim Reid, Lars Grönke +4 more
2018· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Redesigning Care for OSA
Lucas M. Donovan, Aditi Shah, Ching Li Chai‐Coetzer, Ferrán Barbé, Najib Ayas, Vishesh K. Kapur
2019· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Closing Capacity and Gas Exchange in Chronic Heart Failure
Roberto Torchio, Carlo Gulotta, P Greco-Lucchina, Alberto Perboni, Laura Montagna, Marco Guglielmo +1 more
2006· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Not All Measures of Hyperinflation Are Created Equal
Benjamin M. Smith, Eric A. Hoffman, Robert C. Basner, Steven M. Kawut, Ravi Kalhan, R. Graham Barr
2014· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Pulmonary Venoocclusive Disease in Childhood
Cornelia Woerner, Ernest Cutz, Shi‐Joon Yoo, Hartmut Grasemann, Tilman Humpl
2014· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
31
citations
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