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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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JAMA Psychiatry
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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
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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.

192 results · 1 filter active ·
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20112025
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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.
192 works in the cohort · of 4,299,418page 3 of 4

Labels cover 5 of 192 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 192 of 192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cognitive Behavior Therapy for Mental Disorders in Adults
Pim Cuijpers, Mathias Harrer, Clara Miguel, Markéta Čihařová, Davide Papola, Djordje Basic +27 more
2025· review· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
affunlabeled
Brain Networks and Adolescent Alcohol Use
Sarah W. Yip, Sarah Lichenstein, Qinghao Liang, Bader Chaarani, Alecia D. Dager, Godfrey D. Pearlson +24 more
2023· article· en· JAMA Psychiatry· Neuroscience
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Assessment of Psychopathology
Barbara Pavlová, Rudolf Uher
2020· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
afffundunlabeled
Depressive Symptoms and Amyloid Pathology
Wietse Wiels, Julie Elisabeth Oomens, Sebastiaan Engelborghs, Chris Baeken, Christine A. F. Von Arnim, Merçé Boada +112 more
2025· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Gratitude and Mortality Among Older US Female Nurses
Ying Chen, Olivia I. Okereke, Eric Kim, Henning Tiemeier, Laura D. Kubzansky, Tyler J. VanderWeele
2024· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affunlabeled
Mental Health Care Support in Rural India
Pallab K Maulik, Mercian Daniel, Siddhardha Devarapalli, Sudha Kallakuri, Amanpreet Kaur, Arpita Ghosh +12 more
2024· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Antipsychotic Drugs and Dysregulated Glucose Homeostasis
Emily C. C. Smith, Sri Mahavir Agarwal, Kristoffer Panganiban, Kateryna Maksyutynska, Jonathan Monteiro, Jiwon Lee +14 more
2025· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Ketogenic Diets and Depression and Anxiety
Reinhard Janssen‐Aguilar, Tulassi Vije, Malika Peera, Huda Al-Shamali, Shakila Meshkat, Wendy Lou +2 more
2025· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
8
citations

How this was built: Screen · Findings · About