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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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Dermatologic Treatments and Research
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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.

1,137 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.
1,137 works in the cohort · of 4,299,418page 1 of 23

Labels cover 4 of 1,137 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 1,137 of 1,137 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The treatment of melasma: A review of clinical trials
Aditya K. Gupta, Melissa D. Gover, Keyvan Nouri, Susan C. Taylor
2006· review· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
469
citations
afffundno abstractunlabeled
Deep dermal fibroblasts contribute to hypertrophic scarring
Jianfei Wang, Carole M. Dodd, Heather A. Shankowsky, Paul G. Scott, Edward E. Tredget
2008· article· en· Laboratory Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
212
citations
affno abstractunlabeled
Topical treatments for hypertrophic scars
Joanna M. Zurada, David Kriegel, Ira C. Davis
2006· review· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
207
citations
affno abstractunlabeled
Scars
Marc G. Jeschke, Fiona Wood, Esther Middelkoop, Ardeshir Bayat, Luc Téot, Rei Ogawa +1 more
2023· review· en· Nature Reviews Disease Primers· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
188
citations
affunlabeled
Optimizing Radiotherapy for Keloids
Peter Mankowski, Jonathan Kanevsky, Jared Tomlinson, Alina Dyachenko
2017· article· en· Annals of Plastic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
149
citations
affunlabeled
The molecular basis of hypertrophic scars
Zhensen Zhu, Jie Ding, Edward E. Tredget
2016· review· en· Burns & Trauma· Medicine
distilled prediction:candidate · noneconsensus · none
149
citations
afffundunlabeled
The molecular mechanism of hypertrophic scar
Zhensen Zhu, Jie Ding, Heather A. Shankowsky, Edward E. Tredget
2013· article· en· Journal of Cell Communication and Signaling· Medicine
distilled prediction:candidate · noneconsensus · none
126
citations
affno abstractunlabeled
Paradoxical hypertrichosis after laser epilation
Abdulmajeed Alajlan, Jerry Shapiro, Jason K. Rivers, Nina MacDonald, Judy Wiggin, Harvey Lui
2005· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Current Advances in Hypertrophic Scar and Keloid Management
Natasha Barone, Tyler Safran, Joshua Vorstenbosch, Peter Davison, Sabrina Cugno, Amanda Murphy
2021· review· en· Seminars in Plastic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
106
citations

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