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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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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.

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 4 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
Sports Gambling and Drinking Behaviors Over Time
Joshua B. Grubbs, Alexander J. Connolly, Scott Graupensperger, Hyoun S. Kim, Shane W. Kraus
2025· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
afffundunlabeled
Framework for Brain-Derived Dimensions of Psychopathology
Tristram A. Lett, Nilakshi Vaidya, Tianye Jia, Elli Polemiti, Tobias Banaschewski, Arun L.W. Bokde +100 more
2025· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Meditation and Medication—What About a Middle Path?
David Lovas, J. Gary Lutz, Zev Schuman‐Olivier
2016· letter· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affRetractiongemma · no categorygpt · research_integritymodels split
Notice of Retraction: Worthington MA et al. Dynamic Prediction of Outcomes for Youth at Clinical High Risk for Psychosis: A Joint Modeling Approach. <i>JAMA Psychiatry.</i> 2023;80(10):1017-1025.
Tyrone D. Cannon, Michelle Worthington, Jean Addington, Carrie E. Bearden, Kristin S. Cadenhead, Barbara A. Cornblatt +8 more
2023· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Anti-inflammatory Intervention in Depression
Rebecca Anglin, Paul Moayyedi, Grigorios I. Leontiadis
2015· letter· en· JAMA Psychiatry· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Schizophrenia, Cognition, and Psychosis
Gary Remington, George Foussias, Gagan Fervaha, Ofer Agid
2014· letter· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Behavioral Activation for Perinatal Suicide Ideation
Parisa R. Kaliush, Nicolette C. Molina, Tara Berenbaum, Cindy‐Lee Dennis, Bradley N. Gaynes, Samantha Meltzer‐Brody +6 more
2025· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Importance of a Valid Comparison Group
Natalie Mota, Jessica Enns, Laurence Y. Katz
2017· letter· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Hyperthermia for Major Depressive Disorder?
Max Fink, Edward Shorter
2016· letter· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affunlabeled
Measures of General Intelligence and Risk for Alcohol Use Disorder
Andrea Johansson Capusan, Christal N. Davis, Emelie Thern, Jürgen Rehm, Joel Gelernter, Henry R. Kranzler +1 more
2025· article· en· JAMA Psychiatry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Caution With Casual Causal Language—Reply
Daniel T. Myran, Marco Solmi, Peter Tanuseputro
2024· article· en· JAMA Psychiatry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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