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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.

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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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Psychosomatic Disorders and Their Treatments
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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.

3,293 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.
3,293 works in the cohort · of 4,299,418page 9 of 66

Labels cover 6 of 3,293 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 3,293 of 3,293 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Unpacking Cultural Differences in Alexithymia
Jessica Dere, Carl F. Falk, Andrew G. Ryder
2012· article· en· Journal of Cross-Cultural Psychology· Medicine
machine prediction:candidate · noneconsensus · none
61
citations
aboutno affno abstractunlabeled
Alexithymia in the elderly general population
Thomas Gunzelmann, Elmar Brauml hler
2002· article· en· Comprehensive Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
61
citations
aboutno affunlabeled
Does CBT Facilitate Emotional Processing?
Roger Baker, Matthew Owens, Sarah Thomas, Anna Whittlesea, Gareth Abbey, Phil Gower +3 more
2011· article· en· Behavioural and Cognitive Psychotherapy· Medicine
machine prediction:candidate · noneconsensus · none
59
citations
aboutno affno abstractunlabeled
Alexithymia in adolescents with borderline personality disorder
Gwenolé Loas, Mario Speranza, Alexandra Pham‐Scottez, Fernando Pérez-Díaz, Maurice Corcos
2011· article· en· Journal of Psychosomatic Research· Medicine
machine prediction:candidate · noneconsensus · none
58
citations
aboutno affunlabeled
Decreased Cytotoxic Lymphocyte Counts in Alexithymia
Ratnin Dewaraja, Takeshi Tanigawa, Shunichi Araki, Akinori Nakata, Noriyuki Kawamura, Yukihiro Agō +1 more
2010· article· en· Psychotherapy and Psychosomatics· Medicine
machine prediction:candidate · noneconsensus · none
58
citations
aboutno affunlabeled
Alexithymia and Tissue Inflammation
Kirsi Honkalampi, Soili M. Lehto, Heli Koivumaa‐Honkanen, Jukka Hintikka, Leo Niskanen, Minna Valkonen‐Korhonen +1 more
2011· article· en· Psychotherapy and Psychosomatics· Medicine
machine prediction:candidate · noneconsensus · none
58
citations
aboutno affunlabeled
Asperger Syndrome, Alexithymia and Perception of Sleep
Pekka Tani, Nina Lindberg, Matti Joukamaa, Taina Nieminen‐von Wendt, Lennart von Wendt, Björn Appelberg +2 more
2004· article· en· Neuropsychobiology· Medicine
machine prediction:candidate · noneconsensus · none
57
citations
affaboutunlabeled
Alexithymia and Pathological Gambling
Tony Toneatto, Julia Lecce, Michael Bagby
2009· article· en· Journal of Addictive Diseases· Medicine
machine prediction:candidate · noneconsensus · none
57
citations
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