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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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Psychiatry 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.

949 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.
949 works in the cohort · of 4,299,418page 1 of 19

Labels cover 2 of 949 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 949 of 949 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Prevalence of symptoms of depression, anxiety, insomnia, posttraumatic stress disorder, and psychological distress among populations affected by the COVID-19 pandemic: A systematic review and meta-analysis
Jude Mary Cénat, Camille Blais-Rochette, Cyrille Kossigan Kokou‐Kpolou, Pari‐Gole Noorishad, Joana N. Mukunzi, Sara-Emilie McIntee +3 more
2020· review· en· Psychiatry Research· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
979
citations
afffundno abstractunlabeled
Child and adolescent mental illness during COVID-19: A rapid review
Nicole Racine, Jessica E. Cooke, Rachel Eirich, Daphne J. Korczak, Brae Anne McArthur, Sheri Madigan
2020· review· en· Psychiatry Research· Psychology
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
411
citations
affno abstractunlabeled
Clarifying the role of sleep in depression: A narrative review
Seithikurippu R. Pandi‐Perumal, Jaime M. Monti, Deepa Burman, Karthikeyan Ramanujam, Ahmed S. BaHammam, D. Warren Spence +2 more
2020· review· en· Psychiatry Research· Neuroscience
distilled prediction:candidate · research_integrityconsensus · none
331
citations
affno abstractunlabeled
Eating disorders: What age at onset?
Umberto Volpe, Alfonso Tortorella, Mirko Manchia, Alessio Maria Monteleone, Umberto Albert, Palmiero Monteleone
2016· article· en· Psychiatry Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
289
citations
affno abstractunlabeled
Efficacy of cognitive-behavioral therapy for obsessive–compulsive disorder
Dean McKay, Debbie Sookman, Fugen Neziroglu, Sabine Wilhelm, Dan J. Stein, Michael Kyrios +2 more
2014· review· en· Psychiatry Research· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
278
citations
affno abstractunlabeled
Negative symptoms in individuals at clinical high risk of psychosis
Danijela Piškulić, Jean Addington, Kristin S. Cadenhead, Tyrone D. Cannon, Barbara A. Cornblatt, Robert Heinssen +6 more
2012· article· en· Psychiatry Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
277
citations
fundno affunlabeled
Optimism and mental imagery: A possible cognitive marker to promote well-being?
Simon E. Blackwell, Nathaly Rius Ottenheim, Yvonne W.M. Schulte-van Maaren, Ingrid V. E. Carlier, Victor D. Middelkoop, Frans G. Zitman +3 more
2012· article· en· Psychiatry Research· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
197
citations
affno abstractunlabeled
Biomarkers of adverse childhood experiences: A scoping review
Stephanie Deighton, Alexandra Neville, Dennis Pusch, Keith S. Dobson
2018· review· en· Psychiatry Research· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
164
citations
aboutno affno abstractunlabeled
Alexithymia and depression in eating disorders
Maurice Corcos, Olivier Guilbaud, Mario Speranza, Sabrina Paterniti, Gwenolé Loas, Philippe Stéphan +1 more
2000· article· en· Psychiatry Research· Medicine
distilled prediction:candidate · noneconsensus · none
160
citations
affno abstractunlabeled
Impulse control disorders in women with eating disorders
Fernando Fernández‐Aranda, Andréa Poyastro Pinheiro, Laura M. Thornton, Wade H. Berrettini, Scott J. Crow, Manfred M. Fichter +9 more
2007· article· en· Psychiatry Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
152
citations

How this was built: Screen · Findings · About