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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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Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Retraction
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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
fundfunder
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.

1,856 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,856 works in the cohort · of 4,299,418page 2 of 38

Labels cover 4 of 1,856 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 1,856 of 1,856 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The role of CXC chemokines in pulmonary fibrosis
Robert M. Strieter, Brigitte N. Gomperts, Michael P. Keane
2007· review· en· Journal of Clinical Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
272
citations
afffundno abstractunlabeled
Matrix Metalloproteinase 3 Is a Mediator of Pulmonary Fibrosis
Cory Yamashita, Lior Dolgonos, Rachel L. Zemans, Scott K. Young, Jennifer Robertson, Natalie Briones +9 more
2011· article· en· American Journal Of Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
270
citations
affno abstractunlabeled
Palliative care in interstitial lung disease: living well
Michael Kreuter, Elisabeth Bendstrup, Anne‐Marie Russell, Sabrina Bajwah, Kathleen O. Lindell, Yochai Adir +15 more
2017· review· en· The Lancet Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
264
citations
affno abstractunlabeled
Diagnosis and Evaluation of Hypersensitivity Pneumonitis
Evans R. Fernández Pérez, William D. Travis, David A. Lynch, Kevin M. Brown, Kerri A. Johannson, Moisés Selman +10 more
2021· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
243
citations
affunlabeled
Clinical Predictors of a Diagnosis of Idiopathic Pulmonary Fibrosis
Charlene D. Fell, Fernando J. Martínez, Lyrica X. Liu, Susan Murray, MeiLan K. Han, Ella A. Kazerooni +6 more
2010· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · stsconsensus · none
239
citations
affunlabeled
The Processes and Mechanisms of Cardiac and Pulmonary Fibrosis
Lucy A. Murtha, Michael Schuliga, Nishani S. Mabotuwana, Sean A. Hardy, David W. Waters, Janette K. Burgess +2 more
2017· review· en· Frontiers in Physiology· Medicine
distilled prediction:candidate · noneconsensus · none
234
citations
affunlabeled
Progressive pulmonary fibrosis: an expert group consensus statement
Sujeet Rajan, Vincent Cottin, Raja Dhar, Sonye K. Danoff, Kevin R. Flaherty, Kevin K. Brown +16 more
2022· review· en· European Respiratory Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
233
citations
affno abstractunlabeled
Dissecting fibrosis: therapeutic insights from the small-molecule toolbox
Carmel B. Nanthakumar, Richard J. D. Hatley, Seble Lemma, Jack Gauldie, Richard P. Marshall, Simon J. F. Macdonald
2015· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
216
citations
affunlabeled
Chronic Hypersensitivity Pneumonitis
Andrew Churg, Néstor L. Müller, Julia Flint
2006· article· en· The American Journal of Surgical Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
196
citations
fundno affunlabeled
Cough predicts prognosis in idiopathic pulmonary fibrosis
Christopher J. Ryerson, Marta Abbritti, Brett Ley, Brett M. Elicker, Kirk D. Jones, Harold R. Collard
2011· article· en· Respirology· Medicine
distilled prediction:candidate · noneconsensus · none
186
citations
affunlabeled
TGF-β, Smad3 and the process of progressive fibrosis
Jack Gauldie, Philippe Bonniaud, Patricia J. Sime, Kjetil Ask, Martin Kolb
2007· review· en· Biochemical Society Transactions· Medicine
distilled prediction:candidate · noneconsensus · none
182
citations

How this was built: Screen · Findings · About