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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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Psychotherapy and Psychosomatics
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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
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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.

221 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.
221 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 221 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 221 of 221 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
New Trends in Alexithymia Research
Graeme J. Taylor, R. Michael Bagby
2004· review· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
647
citations
aboutno affunlabeled
Alexithymia and Interpersonal Problems
Carsten Spitzer, Ute Siebel-Jürges, Sven Barnow, Hans Joergen Grabe, Harald J. Freyberger
2005· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · noneconsensus · none
317
citations
affunlabeled
Does Meeting Needs Improve Quality of Life?
Mike Slade, Morven Leese, Mirella Ruggeri, Elizabeth Kuipers, Michele Tansella, Graham Thornicroft
2004· article· en· Psychotherapy and Psychosomatics· Psychology
distilled prediction:candidate · noneconsensus · none
169
citations
aboutno affunlabeled
Alexithymia and Outcome in Psychotherapy
Hans Joergen Grabe, Jörg Frommer, Annegret Ankerhold, Cornelia M. Ulrich, Ralf Gröger, Gabriele Helga Franke +3 more
2008· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
167
citations
aboutno affunlabeled
Is Alexithymia a Permanent Feature in Depressed Patients?
Kirsi Honkalampi, Jukka Hintikka, Pirjo Saarinen, Johannes Lehtonen, Heimo Viinamäki
2000· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
155
citations
aboutno affunlabeled
The Development of an MMPI Alexithymia Scale
James H. Kleiger, Robert A. Kinsman
2010· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · noneconsensus · none
136
citations
aboutno affunlabeled
Alexithymia: Subscales and Relationship to Depression
Mark G. Haviland, Dale G. Shaw, Michael A. Cummings, James P. MacMurray
2010· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · noneconsensus · none
116
citations
aboutno affunlabeled
Why Do Alexithymic Features Appear to Be Stable?
Kirsi Honkalampi, Heli Koivumaa‐Honkanen, Antti Tanskanen, Jukka Hintikka, Johannes Lehtonen, Heimo Viinamäki
2001· article· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
104
citations
aboutno affunlabeled
Alexithymia and Pathological Gambling
Mark A. Lumley, Kevin J. Roby
2010· article· en· Psychotherapy and Psychosomatics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affunlabeled
Depression in Multiple Sclerosis
Scott B. Patten, Luanne M. Metz
2010· review· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
88
citations

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